└── bike_sharing_demand
    ├── .ipynb_checkpoints
        └── eda_&_ensemble_model-checkpoint.ipynb
    ├── eda_&_ensemble_model.ipynb
    ├── test.csv
    └── train.csv


/bike_sharing_demand/.ipynb_checkpoints/eda_&_ensemble_model-checkpoint.ipynb:
--------------------------------------------------------------------------------
   1 | {
   2 |  "cells": [
   3 |   {
   4 |    "cell_type": "markdown",
   5 |    "metadata": {},
   6 |    "source": [
   7 |     "This notebook explains how we can go about explore and prepare data for model building.The notebook is structured in the following way \n",
   8 |     "\n",
   9 |     " - About Dataset\n",
  10 |     " - Data Summary\n",
  11 |     " - Feature Engineering\n",
  12 |     " - Missing Value Analysis\n",
  13 |     " - Outlier Analysis\n",
  14 |     " - Correlation Analysis\n",
  15 |     " - Visualizing Distribution Of Data\n",
  16 |     " - Visualizing Count Vs (Month,Season,Hour,Weekday,Usertype)\n",
  17 |     " - Filling 0's In Windspeed Using Random Forest\n",
  18 |     " - Linear Regression Model\n",
  19 |     " - Regularization Models\n",
  20 |     " - Ensemble Models"
  21 |    ]
  22 |   },
  23 |   {
  24 |    "cell_type": "markdown",
  25 |    "metadata": {},
  26 |    "source": [
  27 |     "## About Dataset"
  28 |    ]
  29 |   },
  30 |   {
  31 |    "cell_type": "markdown",
  32 |    "metadata": {},
  33 |    "source": [
  34 |     "#### **Overview**\n",
  35 |     "\n",
  36 |     "Bike sharing systems are a means of renting bicycles where the process of obtaining membership, rental, and bike return is automated via a network of kiosk locations throughout a city. Using these systems, people are able rent a bike from a one location and return it to a different place on an as-needed basis. Currently, there are over 500 bike-sharing programs around the world.\n",
  37 |     "\n",
  38 |     "#### **Data Fields**\n",
  39 |     "\n",
  40 |     "* datetime - hourly date + timestamp  \n",
  41 |     "* season -  1 = spring, 2 = summer, 3 = fall, 4 = winter \n",
  42 |     "* holiday - whether the day is considered a holiday\n",
  43 |     "* workingday - whether the day is neither a weekend nor holiday\n",
  44 |     "* weather - \n",
  45 |     "    * 1: Clear, Few clouds, Partly cloudy, Partly cloudy\n",
  46 |     "    * 2: Mist + Cloudy, Mist + Broken clouds, Mist + Few clouds, Mist\n",
  47 |     "    * 3: Light Snow, Light Rain + Thunderstorm + Scattered clouds, Light Rain + Scattered clouds\n",
  48 |     "    * 4: Heavy Rain + Ice Pallets + Thunderstorm + Mist, Snow + Fog \n",
  49 |     "* temp - temperature in Celsius\n",
  50 |     "* atemp - \"feels like\" temperature in Celsius\n",
  51 |     "* humidity - relative humidity\n",
  52 |     "* windspeed - wind speed\n",
  53 |     "* casual - number of non-registered user rentals initiated\n",
  54 |     "* registered - number of registered user rentals initiated\n",
  55 |     "* count - number of total rentals (Dependent Variable)"
  56 |    ]
  57 |   },
  58 |   {
  59 |    "cell_type": "code",
  60 |    "execution_count": 2,
  61 |    "metadata": {
  62 |     "collapsed": true
  63 |    },
  64 |    "outputs": [],
  65 |    "source": [
  66 |     "import pylab\n",
  67 |     "import calendar\n",
  68 |     "import numpy as np\n",
  69 |     "import pandas as pd\n",
  70 |     "import seaborn as sn\n",
  71 |     "from scipy import stats\n",
  72 |     "import missingno as msno\n",
  73 |     "from datetime import datetime\n",
  74 |     "import matplotlib.pyplot as plt\n",
  75 |     "import warnings\n",
  76 |     "pd.options.mode.chained_assignment = None\n",
  77 |     "warnings.filterwarnings(\"ignore\", category=DeprecationWarning)\n",
  78 |     "%matplotlib inline"
  79 |    ]
  80 |   },
  81 |   {
  82 |    "cell_type": "markdown",
  83 |    "metadata": {},
  84 |    "source": [
  85 |     "#### **Lets Read In The Dataset**"
  86 |    ]
  87 |   },
  88 |   {
  89 |    "cell_type": "code",
  90 |    "execution_count": 2,
  91 |    "metadata": {
  92 |     "collapsed": false
  93 |    },
  94 |    "outputs": [],
  95 |    "source": [
  96 |     "dailyData = pd.read_csv(\"train.csv\")"
  97 |    ]
  98 |   },
  99 |   {
 100 |    "cell_type": "markdown",
 101 |    "metadata": {},
 102 |    "source": [
 103 |     "## Data Summary\n",
 104 |     "\n",
 105 |     "As a first step lets do three simple steps on the dataset\n",
 106 |     "\n",
 107 |     " - Size of the dataset\n",
 108 |     " - Get a glimpse of data by printing few rows of it.\n",
 109 |     " - What type of variables contribute our data"
 110 |    ]
 111 |   },
 112 |   {
 113 |    "cell_type": "markdown",
 114 |    "metadata": {},
 115 |    "source": [
 116 |     "#### **Shape Of The Dataset**"
 117 |    ]
 118 |   },
 119 |   {
 120 |    "cell_type": "code",
 121 |    "execution_count": 3,
 122 |    "metadata": {
 123 |     "collapsed": false
 124 |    },
 125 |    "outputs": [
 126 |     {
 127 |      "data": {
 128 |       "text/plain": [
 129 |        "(10886, 12)"
 130 |       ]
 131 |      },
 132 |      "execution_count": 3,
 133 |      "metadata": {},
 134 |      "output_type": "execute_result"
 135 |     }
 136 |    ],
 137 |    "source": [
 138 |     "dailyData.shape"
 139 |    ]
 140 |   },
 141 |   {
 142 |    "cell_type": "markdown",
 143 |    "metadata": {},
 144 |    "source": [
 145 |     "#### **Sample Of First Few Rows**"
 146 |    ]
 147 |   },
 148 |   {
 149 |    "cell_type": "code",
 150 |    "execution_count": 4,
 151 |    "metadata": {
 152 |     "collapsed": false
 153 |    },
 154 |    "outputs": [
 155 |     {
 156 |      "data": {
 157 |       "text/html": [
 158 |        "<div>\n",
 159 |        "<table border=\"1\" class=\"dataframe\">\n",
 160 |        "  <thead>\n",
 161 |        "    <tr style=\"text-align: right;\">\n",
 162 |        "      <th></th>\n",
 163 |        "      <th>datetime</th>\n",
 164 |        "      <th>season</th>\n",
 165 |        "      <th>holiday</th>\n",
 166 |        "      <th>workingday</th>\n",
 167 |        "      <th>weather</th>\n",
 168 |        "      <th>temp</th>\n",
 169 |        "      <th>atemp</th>\n",
 170 |        "      <th>humidity</th>\n",
 171 |        "      <th>windspeed</th>\n",
 172 |        "      <th>casual</th>\n",
 173 |        "      <th>registered</th>\n",
 174 |        "      <th>count</th>\n",
 175 |        "    </tr>\n",
 176 |        "  </thead>\n",
 177 |        "  <tbody>\n",
 178 |        "    <tr>\n",
 179 |        "      <th>0</th>\n",
 180 |        "      <td>2011-01-01 00:00:00</td>\n",
 181 |        "      <td>1</td>\n",
 182 |        "      <td>0</td>\n",
 183 |        "      <td>0</td>\n",
 184 |        "      <td>1</td>\n",
 185 |        "      <td>9.84</td>\n",
 186 |        "      <td>14.395</td>\n",
 187 |        "      <td>81</td>\n",
 188 |        "      <td>0.0</td>\n",
 189 |        "      <td>3</td>\n",
 190 |        "      <td>13</td>\n",
 191 |        "      <td>16</td>\n",
 192 |        "    </tr>\n",
 193 |        "    <tr>\n",
 194 |        "      <th>1</th>\n",
 195 |        "      <td>2011-01-01 01:00:00</td>\n",
 196 |        "      <td>1</td>\n",
 197 |        "      <td>0</td>\n",
 198 |        "      <td>0</td>\n",
 199 |        "      <td>1</td>\n",
 200 |        "      <td>9.02</td>\n",
 201 |        "      <td>13.635</td>\n",
 202 |        "      <td>80</td>\n",
 203 |        "      <td>0.0</td>\n",
 204 |        "      <td>8</td>\n",
 205 |        "      <td>32</td>\n",
 206 |        "      <td>40</td>\n",
 207 |        "    </tr>\n",
 208 |        "  </tbody>\n",
 209 |        "</table>\n",
 210 |        "</div>"
 211 |       ],
 212 |       "text/plain": [
 213 |        "              datetime  season  holiday  workingday  weather  temp   atemp  \\\n",
 214 |        "0  2011-01-01 00:00:00       1        0           0        1  9.84  14.395   \n",
 215 |        "1  2011-01-01 01:00:00       1        0           0        1  9.02  13.635   \n",
 216 |        "\n",
 217 |        "   humidity  windspeed  casual  registered  count  \n",
 218 |        "0        81        0.0       3          13     16  \n",
 219 |        "1        80        0.0       8          32     40  "
 220 |       ]
 221 |      },
 222 |      "execution_count": 4,
 223 |      "metadata": {},
 224 |      "output_type": "execute_result"
 225 |     }
 226 |    ],
 227 |    "source": [
 228 |     "dailyData.head(2)"
 229 |    ]
 230 |   },
 231 |   {
 232 |    "cell_type": "markdown",
 233 |    "metadata": {},
 234 |    "source": [
 235 |     "#### **Variables Data Type**"
 236 |    ]
 237 |   },
 238 |   {
 239 |    "cell_type": "code",
 240 |    "execution_count": 5,
 241 |    "metadata": {
 242 |     "collapsed": false
 243 |    },
 244 |    "outputs": [
 245 |     {
 246 |      "data": {
 247 |       "text/plain": [
 248 |        "datetime       object\n",
 249 |        "season          int64\n",
 250 |        "holiday         int64\n",
 251 |        "workingday      int64\n",
 252 |        "weather         int64\n",
 253 |        "temp          float64\n",
 254 |        "atemp         float64\n",
 255 |        "humidity        int64\n",
 256 |        "windspeed     float64\n",
 257 |        "casual          int64\n",
 258 |        "registered      int64\n",
 259 |        "count           int64\n",
 260 |        "dtype: object"
 261 |       ]
 262 |      },
 263 |      "execution_count": 5,
 264 |      "metadata": {},
 265 |      "output_type": "execute_result"
 266 |     }
 267 |    ],
 268 |    "source": [
 269 |     "dailyData.dtypes"
 270 |    ]
 271 |   },
 272 |   {
 273 |    "cell_type": "markdown",
 274 |    "metadata": {},
 275 |    "source": [
 276 |     "## Feature Engineering"
 277 |    ]
 278 |   },
 279 |   {
 280 |    "cell_type": "markdown",
 281 |    "metadata": {},
 282 |    "source": [
 283 |     "As we see from the above results, the columns \"season\",\"holiday\",\"workingday\" and \"weather\" should be of \"categorical\" data type.But the current data type is \"int\" for those columns. Let us transform the dataset in the following ways so that we can get started up with our EDA\n",
 284 |     "\n",
 285 |     " - Create new columns \"date,\"hour\",\"weekDay\",\"month\" from \"datetime\"\n",
 286 |     "   column.\n",
 287 |     " - Coerce the datatype of \"season\",\"holiday\",\"workingday\" and weather to category.\n",
 288 |     " - Drop the datetime column as we already extracted useful features from it."
 289 |    ]
 290 |   },
 291 |   {
 292 |    "cell_type": "markdown",
 293 |    "metadata": {},
 294 |    "source": [
 295 |     "#### **Creating New Columns From \"Datetime\" Column**"
 296 |    ]
 297 |   },
 298 |   {
 299 |    "cell_type": "code",
 300 |    "execution_count": 6,
 301 |    "metadata": {
 302 |     "collapsed": true
 303 |    },
 304 |    "outputs": [],
 305 |    "source": [
 306 |     "dailyData[\"date\"] = dailyData.datetime.apply(lambda x : x.split()[0])\n",
 307 |     "dailyData[\"hour\"] = dailyData.datetime.apply(lambda x : x.split()[1].split(\":\")[0])\n",
 308 |     "dailyData[\"weekday\"] = dailyData.date.apply(lambda dateString : calendar.day_name[datetime.strptime(dateString,\"%Y-%m-%d\").weekday()])\n",
 309 |     "dailyData[\"month\"] = dailyData.date.apply(lambda dateString : calendar.month_name[datetime.strptime(dateString,\"%Y-%m-%d\").month])\n",
 310 |     "dailyData[\"season\"] = dailyData.season.map({1: \"Spring\", 2 : \"Summer\", 3 : \"Fall\", 4 :\"Winter\" })\n",
 311 |     "dailyData[\"weather\"] = dailyData.weather.map({1: \" Clear + Few clouds + Partly cloudy + Partly cloudy\",\\\n",
 312 |     "                                        2 : \" Mist + Cloudy, Mist + Broken clouds, Mist + Few clouds, Mist \", \\\n",
 313 |     "                                        3 : \" Light Snow, Light Rain + Thunderstorm + Scattered clouds, Light Rain + Scattered clouds\", \\\n",
 314 |     "                                        4 :\" Heavy Rain + Ice Pallets + Thunderstorm + Mist, Snow + Fog \" })"
 315 |    ]
 316 |   },
 317 |   {
 318 |    "cell_type": "markdown",
 319 |    "metadata": {},
 320 |    "source": [
 321 |     "#### **Coercing To Category Type**"
 322 |    ]
 323 |   },
 324 |   {
 325 |    "cell_type": "code",
 326 |    "execution_count": 7,
 327 |    "metadata": {
 328 |     "collapsed": true
 329 |    },
 330 |    "outputs": [],
 331 |    "source": [
 332 |     "categoryVariableList = [\"hour\",\"weekday\",\"month\",\"season\",\"weather\",\"holiday\",\"workingday\"]\n",
 333 |     "for var in categoryVariableList:\n",
 334 |     "    dailyData[var] = dailyData[var].astype(\"category\")"
 335 |    ]
 336 |   },
 337 |   {
 338 |    "cell_type": "markdown",
 339 |    "metadata": {},
 340 |    "source": [
 341 |     "#### **Dropping Unncessary Columns**"
 342 |    ]
 343 |   },
 344 |   {
 345 |    "cell_type": "code",
 346 |    "execution_count": 8,
 347 |    "metadata": {
 348 |     "collapsed": true
 349 |    },
 350 |    "outputs": [],
 351 |    "source": [
 352 |     "dailyData  = dailyData.drop([\"datetime\"],axis=1)"
 353 |    ]
 354 |   },
 355 |   {
 356 |    "cell_type": "markdown",
 357 |    "metadata": {},
 358 |    "source": [
 359 |     "#### **Lets Start With Very Simple Visualization Of Variables DataType Count**"
 360 |    ]
 361 |   },
 362 |   {
 363 |    "cell_type": "code",
 364 |    "execution_count": 9,
 365 |    "metadata": {
 366 |     "collapsed": false
 367 |    },
 368 |    "outputs": [
 369 |     {
 370 |      "data": {
 371 |       "text/plain": [
 372 |        "[<matplotlib.text.Text at 0x7f66dacb8668>,\n",
 373 |        " <matplotlib.text.Text at 0x7f66dacc4eb8>,\n",
 374 |        " <matplotlib.text.Text at 0x7f66daf38a90>]"
 375 |       ]
 376 |      },
 377 |      "execution_count": 9,
 378 |      "metadata": {},
 379 |      "output_type": "execute_result"
 380 |     },
 381 |     {
 382 |      "data": {
 383 |       "image/png": 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ScZKcnCTjh7et3f3FcflpSW44vv5Qd2/t7k8kuXxVbczQXfvVF/UJAru1/+zu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\n",
 384 |       "text/plain": [
 385 |        "<matplotlib.figure.Figure at 0x7f66dacd1c50>"
 386 |       ]
 387 |      },
 388 |      "metadata": {},
 389 |      "output_type": "display_data"
 390 |     }
 391 |    ],
 392 |    "source": [
 393 |     "dataTypeDf = pd.DataFrame(dailyData.dtypes.value_counts()).reset_index().rename(columns={\"index\":\"variableType\",0:\"count\"})\n",
 394 |     "fig,ax = plt.subplots()\n",
 395 |     "fig.set_size_inches(20,5)\n",
 396 |     "sn.barplot(data=dataTypeDf,x=\"variableType\",y=\"count\",ax=ax)\n",
 397 |     "ax.set(xlabel='Variable Type', ylabel='Count',title=\"Variables Count Across Datatype\")"
 398 |    ]
 399 |   },
 400 |   {
 401 |    "cell_type": "markdown",
 402 |    "metadata": {},
 403 |    "source": [
 404 |     "## Missing Values Analysis"
 405 |    ]
 406 |   },
 407 |   {
 408 |    "cell_type": "markdown",
 409 |    "metadata": {},
 410 |    "source": [
 411 |     "Once we get hang of the data and columns, next step we geneally is to find out whether we have any missing values in our data. Luckily we dont have any missing value in the dataset. One way which I generally prefer to visualize missing value in the dataset is through \"missingno\".\n",
 412 |     "\n",
 413 |     "Its a quiet handy library to quickly visualize variables for missing values. As I mentioned earlier we got lucky this time as there no missing value in the dataset."
 414 |    ]
 415 |   },
 416 |   {
 417 |    "cell_type": "code",
 418 |    "execution_count": 10,
 419 |    "metadata": {
 420 |     "collapsed": false
 421 |    },
 422 |    "outputs": [
 423 |     {
 424 |      "data": {
 425 |       "image/png": 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Tkh3dpuyJMmnOPA47fdeVdE46/gXO3poWRnMS98Hdy6cCdsB7mV4lZ0/DzhUF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\n",
 426 |       "text/plain": [
 427 |        "<matplotlib.figure.Figure at 0x7f66dacd7b00>"
 428 |       ]
 429 |      },
 430 |      "metadata": {},
 431 |      "output_type": "display_data"
 432 |     }
 433 |    ],
 434 |    "source": [
 435 |     "msno.matrix(dailyData,figsize=(20,5))"
 436 |    ]
 437 |   },
 438 |   {
 439 |    "cell_type": "markdown",
 440 |    "metadata": {},
 441 |    "source": [
 442 |     "## Outliers Analysis\n",
 443 |     "\n",
 444 |     "At first look, \"count\" variable contains lot of outlier data points which skews the distribution towards right (as there are more data points beyond Outer Quartile Limit).But in addition to that, following inferences can also been made from the simple boxplots given below.\n",
 445 |     "\n",
 446 |     " - Spring season has got relatively lower count.The dip in median value\n",
 447 |     "   in boxplot gives evidence for it.\n",
 448 |     " - The boxplot with \"Hour Of The Day\" is quiet interesting.The median value are relatively higher at 7AM - 8AM and 5PM - 6PM. It can be attributed to regular school and office users at that time. \n",
 449 |     " - Most of the outlier points are mainly contributed from \"Working Day\" than \"Non Working Day\". It is quiet visible from from figure 4."
 450 |    ]
 451 |   },
 452 |   {
 453 |    "cell_type": "code",
 454 |    "execution_count": 11,
 455 |    "metadata": {
 456 |     "collapsed": false
 457 |    },
 458 |    "outputs": [
 459 |     {
 460 |      "data": {
 461 |       "text/plain": [
 462 |        "[<matplotlib.text.Text at 0x7f66da893550>,\n",
 463 |        " <matplotlib.text.Text at 0x7f66daaaecc0>,\n",
 464 |        " <matplotlib.text.Text at 0x7f66da8b94e0>]"
 465 |       ]
 466 |      },
 467 |      "execution_count": 11,
 468 |      "metadata": {},
 469 |      "output_type": "execute_result"
 470 |     },
 471 |     {
 472 |      "data": {
 473 |       "image/png": 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JklSjNWvWVI0ltac//eneqrHa39y5+zFz5sxNsTZnU0mSJEmSpBFs3LixaqzOsMMOOzY7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\nc4wx/3tqjlO+H1MHHvOLfO6pTpb0rLX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U3zHnzZunV199Jd8OQjy+Uy+++EK+HcRspYYG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\nKukpSd80xsyTNCpnLf+acuZajHh8pySpq2txxJkAlS2ZHJRSKY32POQ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 474 |       "text/plain": [
 475 |        "<matplotlib.figure.Figure at 0x7f66dacd7a58>"
 476 |       ]
 477 |      },
 478 |      "metadata": {},
 479 |      "output_type": "display_data"
 480 |     }
 481 |    ],
 482 |    "source": [
 483 |     "fig, axes = plt.subplots(nrows=2,ncols=2)\n",
 484 |     "fig.set_size_inches(20, 10)\n",
 485 |     "sn.boxplot(data=dailyData,y=\"count\",orient=\"v\",ax=axes[0][0])\n",
 486 |     "sn.boxplot(data=dailyData,y=\"count\",x=\"season\",orient=\"v\",ax=axes[0][1])\n",
 487 |     "sn.boxplot(data=dailyData,y=\"count\",x=\"hour\",orient=\"v\",ax=axes[1][0])\n",
 488 |     "sn.boxplot(data=dailyData,y=\"count\",x=\"workingday\",orient=\"v\",ax=axes[1][1])\n",
 489 |     "\n",
 490 |     "axes[0][0].set(ylabel='Count',title=\"Box Plot On Count\")\n",
 491 |     "axes[0][1].set(xlabel='Season', ylabel='Count',title=\"Box Plot On Count Across Season\")\n",
 492 |     "axes[1][0].set(xlabel='Hour Of The Day', ylabel='Count',title=\"Box Plot On Count Across Hour Of The Day\")\n",
 493 |     "axes[1][1].set(xlabel='Working Day', ylabel='Count',title=\"Box Plot On Count Across Working Day\")"
 494 |    ]
 495 |   },
 496 |   {
 497 |    "cell_type": "markdown",
 498 |    "metadata": {},
 499 |    "source": [
 500 |     "#### **Lets Remove Outliers In The Count Column**"
 501 |    ]
 502 |   },
 503 |   {
 504 |    "cell_type": "code",
 505 |    "execution_count": 12,
 506 |    "metadata": {
 507 |     "collapsed": true
 508 |    },
 509 |    "outputs": [],
 510 |    "source": [
 511 |     "dailyDataWithoutOutliers = dailyData[np.abs(dailyData[\"count\"]-dailyData[\"count\"].mean())<=(3*dailyData[\"count\"].std())] "
 512 |    ]
 513 |   },
 514 |   {
 515 |    "cell_type": "code",
 516 |    "execution_count": 13,
 517 |    "metadata": {
 518 |     "collapsed": false
 519 |    },
 520 |    "outputs": [
 521 |     {
 522 |      "name": "stdout",
 523 |      "output_type": "stream",
 524 |      "text": [
 525 |       "Shape Of The Before Ouliers:  (10886, 15)\n",
 526 |       "Shape Of The After Ouliers:  (10739, 15)\n"
 527 |      ]
 528 |     }
 529 |    ],
 530 |    "source": [
 531 |     "print (\"Shape Of The Before Ouliers: \",dailyData.shape)\n",
 532 |     "print (\"Shape Of The After Ouliers: \",dailyDataWithoutOutliers.shape)"
 533 |    ]
 534 |   },
 535 |   {
 536 |    "cell_type": "markdown",
 537 |    "metadata": {},
 538 |    "source": [
 539 |     "## Correlation Analysis\n",
 540 |     "\n",
 541 |     "One common to understand how a dependent variable is influenced by features (numerical) is to fibd a correlation matrix between them. Lets plot a correlation plot between \"count\" and [\"temp\",\"atemp\",\"humidity\",\"windspeed\"].\n",
 542 |     "\n",
 543 |     " - temp and humidity features has got positive and negative correlation\n",
 544 |     "   with count respectively.Although the correlation between them are not\n",
 545 |     "   very prominent still the count variable has got little dependency on\n",
 546 |     "   \"temp\" and \"humidity\".\n",
 547 |     " - windspeed is not gonna be really useful numerical feature and it is visible from it correlation value with \"count\"\n",
 548 |     " - \"atemp\" is variable is not taken into since \"atemp\" and \"temp\" has got strong correlation with each other. During model building any one of the variable has to be dropped since they will exhibit multicollinearity in the data.\n",
 549 |     " - \"Casual\" and \"Registered\" are also not taken into account since they are leakage variables in nature and need to dropped during model building.\n",
 550 |     "\n",
 551 |     "Regression plot in seaborn is one useful way to depict the relationship between two features. Here we consider \"count\" vs \"temp\", \"humidity\", \"windspeed\"."
 552 |    ]
 553 |   },
 554 |   {
 555 |    "cell_type": "code",
 556 |    "execution_count": 14,
 557 |    "metadata": {
 558 |     "collapsed": false
 559 |    },
 560 |    "outputs": [
 561 |     {
 562 |      "data": {
 563 |       "text/plain": [
 564 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f66dadfc7b8>"
 565 |       ]
 566 |      },
 567 |      "execution_count": 14,
 568 |      "metadata": {},
 569 |      "output_type": "execute_result"
 570 |     },
 571 |     {
 572 |      "data": {
 573 |       "image/png": 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y+x7DglWSJCnXZM+0VmnhGFZJkiRlNTuskiRJucYOqyRJkpQ97LBKkiTlmIK1z4+6Qcmv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\nEUlrSlhFREREJK0pYRURERGRtPb/AXByRXwIYhWnAAAAAElFTkSuQmCC\n",
 574 |       "text/plain": [
 575 |        "<matplotlib.figure.Figure at 0x7f66dab12630>"
 576 |       ]
 577 |      },
 578 |      "metadata": {},
 579 |      "output_type": "display_data"
 580 |     }
 581 |    ],
 582 |    "source": [
 583 |     "corrMatt = dailyData[[\"temp\",\"atemp\",\"casual\",\"registered\",\"humidity\",\"windspeed\",\"count\"]].corr()\n",
 584 |     "mask = np.array(corrMatt)\n",
 585 |     "mask[np.tril_indices_from(mask)] = False\n",
 586 |     "fig,ax= plt.subplots()\n",
 587 |     "fig.set_size_inches(20,10)\n",
 588 |     "sn.heatmap(corrMatt, mask=mask,vmax=.8, square=True,annot=True)"
 589 |    ]
 590 |   },
 591 |   {
 592 |    "cell_type": "code",
 593 |    "execution_count": 15,
 594 |    "metadata": {
 595 |     "collapsed": false
 596 |    },
 597 |    "outputs": [
 598 |     {
 599 |      "data": {
 600 |       "text/plain": [
 601 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f66d7c6fe10>"
 602 |       ]
 603 |      },
 604 |      "execution_count": 15,
 605 |      "metadata": {},
 606 |      "output_type": "execute_result"
 607 |     },
 608 |     {
 609 |      "data": {
 610 |       "image/png": 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xLaEq7DGFWTtBEMROxRJAxEQCMmCXZsUOHMDgE0817TLG647We+xhrJ094xmX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\nC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8nASqWFY4cK0fIrlRZqrR5aHReeR2NB4GSAT/3K1U1pS96nHzwmJZX2ylKa4tZCpRRS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\nG9p1TGllO2HfE4q7jiK0o6OzSz6ZbizOK31qjvSpOdKn5nRjn2B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meQb4AV6w5utNrvsH\nwLtKWUkGi3eenwb+wzCMbwJ/A9xZtc61peXfjlcbCeDngN8ufdf8v3jD8sDLonqdYRiHgK+yePc5\nbL9CCCE6ZxKv1tEjeNmuj7W4na/hFdv+Lt4EQg8HLHMIeKthGB8qPf4s8ArgUy3uU4glKa4rAUsh\nVlN5BgfTNL/R6b4IIYToPMMwXLwJHCQIJIQQom0Mw/gp4HWmaf7XTvdFrF9SU0kIIYQQQgghhFhH\nDMP4At4kDm9calkhlkMylYQQQgghhBBCCCFEZFJTSQghhBBCCCGEEEJEJkElIYQQQgghhBBCCBGZ\nBJWEEEIIIYQQQgghRGQSVBJCCCGEEEIIIYQQkUlQSQghhBBCCCGEEEJEJkElIYQQQgghhBBCCBHZ\n/w/5F+gi5qZ2sgAAAABJRU5ErkJggg==\n",
 611 |       "text/plain": [
 612 |        "<matplotlib.figure.Figure at 0x7f66d787d6d8>"
 613 |       ]
 614 |      },
 615 |      "metadata": {},
 616 |      "output_type": "display_data"
 617 |     }
 618 |    ],
 619 |    "source": [
 620 |     "fig,(ax1,ax2,ax3) = plt.subplots(ncols=3)\n",
 621 |     "fig.set_size_inches(20, 5)\n",
 622 |     "sn.regplot(x=\"temp\", y=\"count\", data=dailyData,ax=ax1)\n",
 623 |     "sn.regplot(x=\"windspeed\", y=\"count\", data=dailyData,ax=ax2)\n",
 624 |     "sn.regplot(x=\"humidity\", y=\"count\", data=dailyData,ax=ax3)"
 625 |    ]
 626 |   },
 627 |   {
 628 |    "cell_type": "markdown",
 629 |    "metadata": {},
 630 |    "source": [
 631 |     "## Visualizing Distribution Of Data\n",
 632 |     "As it is visible from the below figures that \"count\" variable is skewed towards right. It is desirable to have Normal distribution as most of the machine learning techniques require dependent variable to be Normal. One possible solution is to take log transformation on \"count\" variable after removing outlier data points. After the transformation the data looks lot better but still not ideally following normal distribution."
 633 |    ]
 634 |   },
 635 |   {
 636 |    "cell_type": "code",
 637 |    "execution_count": 16,
 638 |    "metadata": {
 639 |     "collapsed": false
 640 |    },
 641 |    "outputs": [
 642 |     {
 643 |      "name": "stderr",
 644 |      "output_type": "stream",
 645 |      "text": [
 646 |       "/home/vivek/anaconda3/lib/python3.6/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
 647 |       "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
 648 |      ]
 649 |     },
 650 |     {
 651 |      "data": {
 652 |       "text/plain": [
 653 |        "((array([-3.82819677, -3.60401975, -3.48099008, ...,  3.48099008,\n",
 654 |        "          3.60401975,  3.82819677]),\n",
 655 |        "  array([ 0.69314718,  0.69314718,  0.69314718, ...,  6.5971457 ,\n",
 656 |        "          6.59850903,  6.5998705 ])),\n",
 657 |        " (1.3486990121229767, 4.5624238680878078, 0.95811767809096104))"
 658 |       ]
 659 |      },
 660 |      "execution_count": 16,
 661 |      "metadata": {},
 662 |      "output_type": "execute_result"
 663 |     },
 664 |     {
 665 |      "data": {
 666 |       "image/png": 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ZKDPLA06LH99emz8DX46f9zOAp68rIiIiIiIiIr3T2LHF8SebJSqgpCRNIVEk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\nl8mVBYwfmc+o0hAL5ox1OUoRkfRQURJitilnqa3h3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 667 |       "text/plain": [
 668 |        "<matplotlib.figure.Figure at 0x7f66d7c4f400>"
 669 |       ]
 670 |      },
 671 |      "metadata": {},
 672 |      "output_type": "display_data"
 673 |     }
 674 |    ],
 675 |    "source": [
 676 |     "fig,axes = plt.subplots(ncols=2,nrows=2)\n",
 677 |     "fig.set_size_inches(20, 10)\n",
 678 |     "sn.distplot(dailyData[\"count\"],ax=axes[0][0])\n",
 679 |     "stats.probplot(dailyData[\"count\"], dist='norm', fit=True, plot=axes[0][1])\n",
 680 |     "sn.distplot(np.log(dailyDataWithoutOutliers[\"count\"]),ax=axes[1][0])\n",
 681 |     "stats.probplot(np.log1p(dailyDataWithoutOutliers[\"count\"]), dist='norm', fit=True, plot=axes[1][1])"
 682 |    ]
 683 |   },
 684 |   {
 685 |    "cell_type": "markdown",
 686 |    "metadata": {},
 687 |    "source": [
 688 |     "## Visualizing Count Vs (Month,Season,Hour,Weekday,Usertype)\n",
 689 |     "\n",
 690 |     " - It is quiet obvious that people tend to rent bike during summer\n",
 691 |     "   season since it is really conducive to ride bike at that\n",
 692 |     "   season.Therefore June, July and August has got relatively higher\n",
 693 |     "   demand for bicycle.\n",
 694 |     " - On weekdays more people tend to rent bicycle around 7AM-8AM and 5PM-6PM. As we mentioned earlier this can be attributed to regular school and office commuters.\n",
 695 |     " - Above pattern is not observed on \"Saturday\" and \"Sunday\".More people tend to rent bicycle between 10AM and 4PM.\n",
 696 |     " - The peak user count around 7AM-8AM and 5PM-6PM is purely contributed by registered user."
 697 |    ]
 698 |   },
 699 |   {
 700 |    "cell_type": "code",
 701 |    "execution_count": 17,
 702 |    "metadata": {
 703 |     "collapsed": false
 704 |    },
 705 |    "outputs": [
 706 |     {
 707 |      "data": {
 708 |       "text/plain": [
 709 |        "[<matplotlib.text.Text at 0x7f66d574db00>,\n",
 710 |        " <matplotlib.text.Text at 0x7f66d57402b0>,\n",
 711 |        " <matplotlib.text.Text at 0x7f66d56f5a90>,\n",
 712 |        " None]"
 713 |       ]
 714 |      },
 715 |      "execution_count": 17,
 716 |      "metadata": {},
 717 |      "output_type": "execute_result"
 718 |     },
 719 |     {
 720 |      "data": {
 721 |       "image/png": 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JkiRJGgSjJpCAq4HV6utH2obfB7y5axFJkiRJkiRpoIyaQMrMm4HvRcSFmfnX3oUkSZIk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\nbesPsP7HHD54dQM/rtiF+zhmsM2ceSP5+Yd8x7feej3r1//iO3700d9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8IN9TtxfXkJxvR06ppt1DbZqG3uoq7ZNuQNlk9RaWi109Da92ZSp5VIjDGTHGcmJd5MSlyY/3mc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J5mEucavd/S3iWoOzA+8WtJUgE/mXYl+a6k/nWtSi5vOq9jS0Iqa5se4by2Z7ivbCrZg2xN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\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O/bfrMtfjK1t/45h2aYokkMotZ3F6mJZUUum5X2aVD/ERlOpDOb1htzcVnmjWgk2dC9n1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GIop1tKef7cK1R11cZt12v1bC3azI2zrh53SC2mp/EGSMXAL4CrAR/wV+AfFEW5kMAaR0UCJCGE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\n",
 722 |       "text/plain": [
 723 |        "<matplotlib.figure.Figure at 0x7f66d5b6def0>"
 724 |       ]
 725 |      },
 726 |      "metadata": {},
 727 |      "output_type": "display_data"
 728 |     }
 729 |    ],
 730 |    "source": [
 731 |     "fig,(ax1,ax2,ax3,ax4)= plt.subplots(nrows=4)\n",
 732 |     "fig.set_size_inches(20,20)\n",
 733 |     "sortOrder = [\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"]\n",
 734 |     "hueOrder = [\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"]\n",
 735 |     "\n",
 736 |     "monthAggregated = pd.DataFrame(dailyData.groupby(\"month\")[\"count\"].mean()).reset_index()\n",
 737 |     "monthSorted = monthAggregated.sort_values(by=\"count\",ascending=False)\n",
 738 |     "sn.barplot(data=monthSorted,x=\"month\",y=\"count\",ax=ax1,order=sortOrder)\n",
 739 |     "ax1.set(xlabel='Month', ylabel='Avearage Count',title=\"Average Count By Month\")\n",
 740 |     "\n",
 741 |     "hourAggregated = pd.DataFrame(dailyData.groupby([\"hour\",\"season\"],sort=True)[\"count\"].mean()).reset_index()\n",
 742 |     "sn.pointplot(x=hourAggregated[\"hour\"], y=hourAggregated[\"count\"],hue=hourAggregated[\"season\"], data=hourAggregated, join=True,ax=ax2)\n",
 743 |     "ax2.set(xlabel='Hour Of The Day', ylabel='Users Count',title=\"Average Users Count By Hour Of The Day Across Season\",label='big')\n",
 744 |     "\n",
 745 |     "hourAggregated = pd.DataFrame(dailyData.groupby([\"hour\",\"weekday\"],sort=True)[\"count\"].mean()).reset_index()\n",
 746 |     "sn.pointplot(x=hourAggregated[\"hour\"], y=hourAggregated[\"count\"],hue=hourAggregated[\"weekday\"],hue_order=hueOrder, data=hourAggregated, join=True,ax=ax3)\n",
 747 |     "ax3.set(xlabel='Hour Of The Day', ylabel='Users Count',title=\"Average Users Count By Hour Of The Day Across Weekdays\",label='big')\n",
 748 |     "\n",
 749 |     "hourTransformed = pd.melt(dailyData[[\"hour\",\"casual\",\"registered\"]], id_vars=['hour'], value_vars=['casual', 'registered'])\n",
 750 |     "hourAggregated = pd.DataFrame(hourTransformed.groupby([\"hour\",\"variable\"],sort=True)[\"value\"].mean()).reset_index()\n",
 751 |     "sn.pointplot(x=hourAggregated[\"hour\"], y=hourAggregated[\"value\"],hue=hourAggregated[\"variable\"],hue_order=[\"casual\",\"registered\"], data=hourAggregated, join=True,ax=ax4)\n",
 752 |     "ax4.set(xlabel='Hour Of The Day', ylabel='Users Count',title=\"Average Users Count By Hour Of The Day Across User Type\",label='big')"
 753 |    ]
 754 |   },
 755 |   {
 756 |    "cell_type": "markdown",
 757 |    "metadata": {},
 758 |    "source": [
 759 |     "**So we have visualized the data to a greater extent.So lets go and  build some models and see how close we can predict the results.**"
 760 |    ]
 761 |   },
 762 |   {
 763 |    "cell_type": "markdown",
 764 |    "metadata": {},
 765 |    "source": [
 766 |     "## Filling 0's In windspeed Using Random Forest ##"
 767 |    ]
 768 |   },
 769 |   {
 770 |    "cell_type": "markdown",
 771 |    "metadata": {},
 772 |    "source": [
 773 |     "**Lets Read In Train And Test Data**"
 774 |    ]
 775 |   },
 776 |   {
 777 |    "cell_type": "code",
 778 |    "execution_count": 3,
 779 |    "metadata": {
 780 |     "collapsed": false
 781 |    },
 782 |    "outputs": [],
 783 |    "source": [
 784 |     "dataTrain = pd.read_csv(\"train.csv\")\n",
 785 |     "dataTest = pd.read_csv(\"test.csv\")"
 786 |    ]
 787 |   },
 788 |   {
 789 |    "cell_type": "markdown",
 790 |    "metadata": {},
 791 |    "source": [
 792 |     "**Combine Train And Test**"
 793 |    ]
 794 |   },
 795 |   {
 796 |    "cell_type": "code",
 797 |    "execution_count": 4,
 798 |    "metadata": {
 799 |     "collapsed": true
 800 |    },
 801 |    "outputs": [],
 802 |    "source": [
 803 |     "data = dataTrain.append(dataTest)\n",
 804 |     "data.reset_index(inplace=True)\n",
 805 |     "data.drop('index',inplace=True,axis=1)"
 806 |    ]
 807 |   },
 808 |   {
 809 |    "cell_type": "markdown",
 810 |    "metadata": {},
 811 |    "source": [
 812 |     "**Feature Engineering**"
 813 |    ]
 814 |   },
 815 |   {
 816 |    "cell_type": "code",
 817 |    "execution_count": 5,
 818 |    "metadata": {
 819 |     "collapsed": true
 820 |    },
 821 |    "outputs": [],
 822 |    "source": [
 823 |     "data[\"date\"] = data.datetime.apply(lambda x : x.split()[0])\n",
 824 |     "data[\"hour\"] = data.datetime.apply(lambda x : x.split()[1].split(\":\")[0]).astype(\"int\")\n",
 825 |     "data[\"year\"] = data.datetime.apply(lambda x : x.split()[0].split(\"-\")[0])\n",
 826 |     "data[\"weekday\"] = data.date.apply(lambda dateString : datetime.strptime(dateString,\"%Y-%m-%d\").weekday())\n",
 827 |     "data[\"month\"] = data.date.apply(lambda dateString : datetime.strptime(dateString,\"%Y-%m-%d\").month)\n",
 828 |     "dataWindspeedOriginal = data[\"windspeed\"]"
 829 |    ]
 830 |   },
 831 |   {
 832 |    "cell_type": "markdown",
 833 |    "metadata": {},
 834 |    "source": [
 835 |     "**Distribution Of Windspeed Before Imputing**"
 836 |    ]
 837 |   },
 838 |   {
 839 |    "cell_type": "code",
 840 |    "execution_count": 6,
 841 |    "metadata": {
 842 |     "collapsed": false
 843 |    },
 844 |    "outputs": [
 845 |     {
 846 |      "data": {
 847 |       "text/plain": [
 848 |        "[<matplotlib.text.Text at 0x7f4a4f13a550>,\n",
 849 |        " <matplotlib.text.Text at 0x7f4a4f1dfe80>,\n",
 850 |        " <matplotlib.text.Text at 0x7f4a4f1693c8>,\n",
 851 |        " None]"
 852 |       ]
 853 |      },
 854 |      "execution_count": 6,
 855 |      "metadata": {},
 856 |      "output_type": "execute_result"
 857 |     },
 858 |     {
 859 |      "data": {
 860 |       "image/png": 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JkiRJkqQ+WG65JUed57qvcypJkiRJkiTp6cmikiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJ\nkiSpMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJkiSpMYtKkiRJkiRJasyikiRJ\nkiRJkhqzqCRJkiRJkqTGLCpJkiRJkiSpMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTGLCpJ\nkiRJkiSpMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJkiSpMYtKkiRJkiRJasyi\nkiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJkiSpMYtKkiRJkiRJasyikiRJkiRJkhqbPOgApNHcdfZb\nB7LeZXb4n4GsV5IkSZKkeY09lSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmNO\n1C316KbzdhrIetd409cGsl5JkiRJksZjTyVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmPOqSTN\nw35+/o4DWe/L33DWQNYrSZIkSRoe9lSSJEmSJElSYxaVJEmSJEmS1JhFJUmSJEmSJDVmUUmSJEmS\nJEmNOVG3eOTsIway3oV2OGog65UkSZIkSU+dPZUkSZIkSZLUmEUlSZIkSZIkNWZRSZIkSZIkSY1Z\nVJIkSZIkSVJjFpUkSZIkSZLUmEUlSZIkSZIkNWZRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIkSZLU\n2OR+vnlEvBj4NvDpzDwhIk4HXgHcVZ9yfGZ+NyJ2AfYFZgEnZ+YpEbEQcDqwKjAT2DMz/9TPeCVJ\nkiRJktSbvhWVImJx4HPAD0c8dHBmXjDieYcDrwQeBq6LiPOAbYB7MnOXiNgCOBbYsV/xSpIkSZIk\nqXf97Kk0A3gd8KEJnrcecF1mTgeIiKuADYDNgTPrcy4BTu1TnJLmsssueEvr69xk63NaX6ckSZIk\nzc/6NqdSZj6amQ+N8tD7I+JHEfH1iFgWWAGY1vX4HcCK3cszcxYwOyIW7le8kiRJkiRJ6l1f51Qa\nxZeBuzLzfyPiIOBI4OoRz5k0xmvHWv6YKVMWY/LkBYHHV6natNxySw5ozU/erQNa73i5umvMR/pr\nvJhuajGObsO4TRmTJEmSJKnVolJmds+vdD7wBeBcSq+kjpWAayi1jhWAG+qk3ZMy8+Hx3v/uux+c\nuwE/CdOm3TfoEOYZw5grY+qNMUmSJEnS/GOsi/h9G/42moj4RkSsXn/dFLgRuBZYNyKWioglKPMp\nXQFcBHQmZtkGuLTNWCVJkiRJkjS2ft797RXAJ4HnAY9ExPaUu8GdFREPAvcDe2bmQ3Uo3IXAbOCo\nzJweEWcBUyPiSsqk33v0K1ZJkiRJkiQ107eiUmZeT+mNNNI3RnnuuZRhcN3LZgJ79iU4SZIkSZIk\nPSWtDn+TJEmSJEnS04NFJUmSJEmSJDVmUUmSJEmSJEmNWVSSJEmSJElSY32bqFujm/2N01pf56Tt\nnO9ckiRJkiTNXfZUkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJ\nUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJ\nkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmMWlSRJkiRJktTY5EEHIEltuOB72w1kvVu/7hsDWa8kSZIk\n9Zs9lSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmM9FZUiYq1Rlq0/98ORJEmS\nJEnSvGDcu79FxFLAMsBpEbEzMKk+tBBwJvCC/oYnSZIkSZKkYTRuUQl4FbAf8FLgR13LZwEX9iso\nSZIkSZIkDbdxi0qZ+X3g+xHx7sw8qaWYJEmSJEmSNOQm6qnU8a2I2AdYmjlD4MjMw/sSlSRJkiRJ\nkoZar3d/+y6wDmXY28yuf5IkSZIkSZoP9dpT6f7M3KuvkUiSJEmSJGme0WtPpWsiYq2+RiJJkiRJ\nkqR5Rq89lbYC9o+IacCjlHmVZmfmc/sWmSRJkiRJkoZWr0WlN/Q1CkmSJEmSJM1Tei0qbT7G8lPn\nViCSJEmSJEmad/RaVNqo6+eFgfWAq7CoJEmSJEmSNF/qqaiUmXt2/x4RiwGn9SUiSZIkSZIkDb1e\n7/72OJn5ILDGXI5FkiRJkiRJ84ieeipFxBXA7K5FKwG/7EtEkiRJkiRJGnq9zql0aNfPs4F7gRvm\nfjiSJEmSJEmaF/Q0/C0zLwNmAa+o/56RmbPHf5UkSZIkSZKernoqKkXER4DjgRUpQ98+GxEH9zMw\nSZIkSZIkDa9eh79tBvxbZs4CiIjJwOXAsf0KTJIkSZIkScOr17u/LdApKAFk5qOU4XCSJEmSJEma\nD/XaU+n6iDgfuKT+PhX4WX9CkiRJkiRJ0rCbsKgUEasB+wI7AOtR7v52eWYe3+fYJEmSJEmSNKTG\nHf4WEZsDVwFLZubXM3M/4DTgPRHxijYClCRJkiRJ0vCZaE6lI4AtMnN6Z0Fm/grYBji6n4FJkiRJ\nkiRpeE00/G1SZt44cmFm/joiFu1TTJI0X/jaRdsPZL07bXHuQNYrSZIk6ellop5KS4zz2DJzMxBJ\nkiRJkiTNOybqqXRjRLw7M0/qXhgRBwLXTvTmEfFi4NvApzPzhIhYBfgysCBwG7BrZs6IiF0ok4HP\nAk7OzFMiYiHgdGBVYCawZ2b+qdmfJ0mSJEmSpH6YqKj0QeBbEbEbcB2lGLQBcC/w+vFeGBGLA58D\nfti1+CPAiZl5TkR8DNgrIs4EDgdeCTwMXBcR51HmbbonM3eJiC2AY4Edm/6BkiRJkiRJmvvGLSpl\n5t+B9etd4F5E6TF0dmZe3sN7zwBeB3yoa9mmwLvrz98BDgASuK4zGXhEXEUpXG0OnFmfewlwag/r\nlCRJkiRJUgsm6qkEQGb+kMf3OOrlNY8Cj0ZE9+LFM3NG/fkOYEVgBWBa13OesDwzZ0XE7IhYODMf\nbhKHJEmSJEmS5r6eikp9MmkuLX/MlCmLMXnygsDjq1RtWm65Jcd9/I6W4ug2UUy3thTHSOPFdVeL\ncXQbL6abWoyj20Sf3yAYU++GMa5hjEmSJEnSvKftotL9EfGMzHwIWIlSz7iV0iupYyXgmq7lN9RJ\nuydN1Evp7rsf7E/UDUybdt+gQ3iCYYwJhjMuY+qNMfVuGOMaxpgkSZIkDa+xLkwv0HIclwDb1Z+3\nA35AuYvcuhGxVEQsQZlP6QrgIuAt9bnbAJe2HKskSZIkSZLG0LeeShHxCuCTwPOARyJie2AX4PSI\neBdwM3BGZj4SEQcBFwKzgaMyc3pEnAVMjYgrKZN+79GvWCVJkiRJktRM34pKmXk95W5vI00d5bnn\nAueOWDYT2LMvwUmSJEmSJOkpaXv4myRJkiRJkp4GLCpJkiRJkiSpMYtKkiRJkiRJasyikiRJkiRJ\nkhqzqCRJkiRJkqTGLCpJkiRJkiSpMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJ\nkiSpMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJkiSpMYtKkiRJkiRJasyikiRJ\nkiRJkhqzqCRJkiRJkqTGLCpJkiRJkiSpscmDDkCSNDxOvHT7gaz3fZudO5D1SpIkSXry7KkkSZIk\nSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWrMopIkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIk\nSZIkSWrMopIkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWrMopIkSZIkSZIas6gk\nSZIkSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWrMopIkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGL\nSpIkSZIkSWrMopIkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWps8qADkCRpPAde\n+ZaBrPe4Dc8ZyHolSZKkeYU9lSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmMW\nlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmOT21xZRGwKnAP8ui76FXAc8GVg\nQeA2YNfMnBERuwD7ArOAkzPzlDZjlSRJkiRJ0tgG0VPpsszctP7bG/gIcGJmbgTcBOwVEYsDhwOv\nATYF9ouIpQcQqyRJkiRJkkYxDMPfNgXOrz9/h1JIWg+4LjOnZ+ZDwFXABoMJT5IkSZIkSSO1Ovyt\nemFEnA8sDRwFLJ6ZM+pjdwArAisA07pe01kuSZIkSZKkIdB2UekPlELS2cDqwKUjYpg0xuvGWv44\nU6YsxuTJCwKPr0i1abnllhz38TtaiqPbRDHd2lIcI40X110txtFtvJhuajGObhN9foNgTL0bxriM\nqTfDGJMkSZI0TFotKmXm34Cz6q9/jIi/A+tGxDPqMLeVKDWOWym9lTpWAq6Z6P3vvvvBuRxxc9Om\n3TfoEJ5gGGOC4YzLmHpjTL0bxriMqTfDGJMkSZI0CGNdcG11TqWI2CUiDqg/rwAsD5wGbFefsh3w\nA+BaSrFpqYhYgjKf0hVtxipJkiRJkqSxtT387XzgqxGxLbAw8B7gF8CZEfEu4GbgjMx8JCIOAi4E\nZgNHZeb0lmOVJEmSJEnSGNoe/nYfsM0oD00d5bnnAuf2PShJkp6E3a4+qPV1nvlvH299nZIkSdJY\nWh3+JkmSJEmSpKcHi0qSJEmSJElqzKKSJEmSJEmSGrOoJEmSJEmSpMYsKkmSJEmSJKkxi0qSJEmS\nJElqzKKSJEmSJEmSGrOoJEmSJEmSpMYsKkmSJEmSJKmxyYMOQJIkzR27X/lfA1nvGRvuM5D1SpIk\nabDsqSRJkiRJkqTGLCpJkiRJkiSpMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJ\nkiSpMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTGJg86AEmS9PS1xxWnDWS9p2+050DWK0mS\nND+xp5IkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWrMopIkSZIkSZIas6gkSZIk\nSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWrMopIkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIk\nSZIkSWrMopIkSZIkSZIamzzoACRJktq0x+VnDWS9p2+840DWK0mS1C/2VJIkSZIkSVJjFpUkSZIk\nSZLUmEUlSZIkSZIkNeacSpIkSQO252XnD2S9p23yhoGsV5IkPT3YU0mSJEmSJEmNWVSSJEmSJElS\nYxaVJEmSJEmS1JhzKkmSJGlUe112cevrPHWTqa2vU5IkPTn2VJIkSZIkSVJjFpUkSZIkSZLUmMPf\nJEmSNM94+2VXDWS9X9pkg4GsV5KkYWZPJUmSJEmSJDVmUUmSJEmSJEmNWVSSJEmSJElSYxaVJEmS\nJEmS1JgTdUuSJElPwTsvv2Eg6z1543XGfOy9l/+5xUjm+PzGqw1kvZKkwRjqolJEfBpYH5gN7JOZ\n1w04JEmSJEmSJDHERaWI2ARYMzNfFRFrA6cCrxpwWJIkSZKehI9eec9A1nvYhksNZL2SND8Y2qIS\nsDnwLYDM/G1ETImIZ2bmvQOOS5IkSdLTxNlXPtj6OnfYcLHW1ylJ/TDMRaUVgOu7fp9Wl1lUkiRJ\nkvS0dcVlMway3o02WWTMx2686J8tRjLHi7dYdCDrldSbSbNnzx50DKOKiJOB72bmt+vvVwJ7Zebv\nBxuZJEmSJEmSFhh0AOO4ldIzqeM5wG0DikWSJEmSJEldhrmodBGwPUBEvBy4NTPvG2xIkiRJkiRJ\ngiEe/gYQER8HNgZmAe/LzBsGHJIkSZIkSZIY8qKSJEmSJEmShtMwD3+TJEmSJEnSkLKoJEmSxhUR\nkwYdg6ThYZsgqcP2QBaVJM1zImIo265h3KkOU64iYsFBxzCWYcrTkFoIhjdPwxjXkLYHQxOT7cE8\nb2jbhCGNaWi+ex1DGtPQfXYwvHENkaFtD4bVkH7/nnRMzqk0D4uItYFlgWsz8+FBxwMQEVsCz8nM\n0wYdS0eReaqCAAAgAElEQVRELJyZD0fEApk5a9DxjBQR6wHTgczMgX4hI+L5wJTM/Nkg4xhNRLwA\nmATckZl3R8SkQeerxvVc4E5gUmY+MAzbWUSsBUwGbsvMu4Ykpg2AFwFfGnQsHRGxJuVGEP8Ylm1q\nmNqDjoiYChwGbJuZdw86no5hbBMiIoCZwO3DcsfaIW2jbA96i2no2gMYzjbB9qA3Q9oeDN0xS41r\nGNuEyZn56CBjGGmY2oNhPDfu9nRuE6wmjhARa0TEv3ZXWoe0krg18N/AocBn6wYxUBGxCXAI8JcB\nh/KYiNgYODkinpeZs4bps+yK5YvAMcBLBnnlNiJeB5wGfDwiTh1UHKOJiFcDXwf2Bs6KiGcOescO\nEBGbA2cDBwFfjYhV6nY2sLY1Il5TY3o3cFVErDTog7P6+R0N3NAdyyC/jzWmr1G2qXMi4lmD3KaG\nrT3oiIjNgAOAm4AV6rKBt6PD2CZExFbAd4E9KXeu7Swf5HY+jG2U7cHE8QxlewDD2SbYHvQc0zC2\nB0N3zALD1ybUmKYChw7DOV/HMLUHw3hu3O3p3iZYVOpSN8ZTKAc7n4yInWtFePagd5jdImIxYA9g\n18zcElgCeO+AY5oK/A+we2ZeGhFTImL1ITgI2hJ4FnBURKw2bJ9ldQGwPLAN8JJBBFAb3g8Au2Xm\na4CVI+LFg4hlpIhYjXJQvXdmvh+4EZgZEYvUxwfSjkXEc4AjgX0y83DgKroOiNqOKyImRcRywAeB\nd9RcfQN4T318UHlaHzgD+HBmXlvbhimdg/5BxBWlR94xlM9uX+AXwORBb1PVwNuDjojYCPgIcBRw\nJbArwBAcWA9dm1D3y2+mfPcOAX4YEYtHxJID3M5XAo5gSNqoGtN6wJkMV3uwOkPWHnR9x4amPYDh\nbBMi4nnAxxiu9uAZDFF7UI8PVmaI2oMa07MZsmOWuu5hPUbYGHgtsGVErDKgGB4zTO3BMJ4bdxu2\nY4R+tAkWlaraULyVslPaitKAvBR4b6ewNNAAH28ysBYwpf5+DKVwMkgPUA58nl1//xrwBUovodcO\nsJCzGPAt4DfA0V2FpYFv+13b1MXAZZTPdbuI2DFKD6s2zaJ0G18mIhYCngccEREnRMQLW45lpLuA\nK4CrI2JVYBfKTuyyiFh1QAdDzwBup2xXkwAy8zjgT8B5g7jSlpmzM3Ma8Hegs239lNo2DOLKX/3e\nPwf4CbBkRKxAuZr8CeDa+n0cxMntncA1wO21oLobZZu6oOsqTatt1pC1Bx3rAPtn5tXAeZTPcKUB\nxdJtGuXgZ2jahMx8kNKl/eURsSLlauRngSsHFRNwK/A76rHeoNuoiHgmsDLlsxum9uAflLby78PQ\nHkTE4l2/Dk17UC8SvhQ4YFjahLov/gdDdoyQmQ9R9sND0R7U/cvfgN8yXMcsd1COWToGeszS5U7g\nWoakTehyN2Vb3wB4U3dhaQDHwQtQjhH+Y0jag4WAtRmuc+PH1GOEWcDLhqxN+B1zqU0Y+In1EJkE\nPBPofEHPplRdVwa2HVRQ3SLipRHxEmBBYJvM/Hl9aElgja7nLT+AHejVwFTgexFxNaWgtBXwa+CN\nwMJtxRIR60SxLHBEZp5BuTL6a0phafX65V12EDuFiFi4/r9g/ZzuBZbOzKMohbkv0fV59jmWNeuB\n/YPAqcDxwOXAycBOlJOkvduIZZTYOtvMgsAltQEM4KOUK1vfAS6OiKXaPPiIiC2Az1PajNuA10fE\n7hFxBHAO5UrbRyNi4ba2r65tanHKHCU/rQ/9jTmF3s6VklbU7Wr5zPwmpci8DeUz+2pmvo3ynbyw\nzc8vItauV9aeQdmu3g38CDg2M98H/Bg4t3PlqKWYVqgnQh3/AJYdRHvQFdPaEfFy4LTMvK5ux49S\nTpJeVJ8ziLZzhShDme8HLqyf0VoMsE2oudqktuVnAcsAHwK+XLfzc2h/O185Il5Y83M7sHlE7Dng\nNmoL4OOUnjdfpVyx/TaDbQ9WjjKXywN10TspbcAg24MtKCcaHfcxoOODEXGtQpkv83OZeW1dPIsB\ntgk1VydS2qbvD8MxQue7V3/9KrAUcDCDbQ+eHxGvpByH3wZsPQTHLGvVdvNZlGOWzjY1sGOWur7n\nR8S/UrbrWZQe/IM+Rlg7IjaOcsH3K5l5APAp4OXAm2POEK/JbcRTY1qD8l37fGb+tB6DDuQYoeZn\nFeB+4HWZ+fO67oGfG9f1dr5/AF+hDBE8kMG2CS+IiFfVbfjvwOvmRptgUanKzH8CJwH7R8T69fdL\nKPMDbTrA0IDHxhx/HngfpZvhg3X5AsAjwD/r7/9OGdu6aAsxTY2Ir3Z+z8zLgDcAdwBX1asQnwJW\nBV7Q73g6MVEOMj4AHM6cKx63UXbwNwIHRsT+wPuBRdqIqyu+7jmeZmbmrMz8BXBnRGxL6d5+Xnlq\nf4efdeXqUGA/ysHrVCCB6zLz0czcB1gzIqKfsYwSWydPq2Xm3Zl5EUBmXpSZJ9S8HUPZwS/RYlyb\nUiYjXB/4N8p38jbgxZSrIycBJwDTM/PhNg46RuTqAUoxvGMBSrGciNgL+O+I6PuBR0RsQ9l5nhwR\nB1F6llxN6TXY+SyPpXx+rRw0xpyx9ocD+wD/XQ/OvgdcWmM6BrieltqFrjz9V0QcFREvysxfAbdE\nxBtpsT3oiqmTp2OBT0W5gjY7y4SS36UMDV8nWx5K3JWrz9Zt6u8AmXnhoNqErlx9GPgM5aB2EuVA\ndnqN72jK9rVkSzFtQ9nXnRARH6Xs8+4DVqcUvAbRRm1K+d5tBmwEXEjJyQ/qv0G0B508fYGyD7yI\n0rafTekZNIj2YNMaw/o1PurFw9aPD0bE1fnunRERn4uIDSNiocycDnyfAbQJXbl6FbBBZv4IBnuM\n0LVNfS4iPgEsTfner0D5Dg6iPXhsrsz67zPALcC/1PgG0R5sTSmOHkIpAN7c9fBAjlnq+jq5Oo4y\nJOjAegw8yGOEzj7mEEqxefEaxy8pn9vLgM0iYj/gpGhhypGuPJ1AmTKGuu3cR8lVa+1BPY85mbId\nnUA5Lu8YyLnxiPg6uTo2Ik6ibDuzgTUZ7DHCGcCHIuKllH3grZT9y1NqE+brolKUcfzdXeO+S+mK\nvX+t4D2YmZ8HXhDlrhIDEWXM8ZGUIsghzGlwF69VzT8Dv4yI1wPvAE6t3ez6FU+nkXgx8MaIeOyq\nWmZeBbw1M++MiBWjTHS3KI/v3tqvuJan7Ag+QLlSvBAwKSIWrbH9hVLdX46Sy7Nq8bBNj5vjqca9\nKOWg4z8p3cp3ozQ20/oVRERMoRyQHUk5IbqGcmVvS8pB6/YRsW49cIPSFbhNnTwd2ZWnSRGxSJTJ\n9NeIiO2AV1B2HH0XZTLC/wTeDuwAPK923T45Mz+YZdz9cyk9814WEc9q6QD7cbmqO/LOgcU/gb9G\nmYhve+CY7PNdQyJiaUo79K7MfANlR/lu4B7gC5l5W0QsXT+/dShXt/oqHj/Wfiql0L1rffhRyvwE\nz+2Kqe9G5OmNlJ5TR0e5g2ZnzqBW2oOumEbOSbA4c+a3mJSZFwKfBj7c2db6HVNd98htanHK8NxN\no8xJsFqUXpettQmj5GpZSlH+o5RhsWtHxFsj4i2UE98ZLcT0zBrTOzPz1ZQ8BHBLZh6WmR+g5Taq\nq918G6XdXLHud78DfDIzbx9Ae9Cdp80oPXI3o/RKXxzYNCJWbbk96N6//DtzjvMWpfRQau34YERc\nI7ep2ym9TreJcmfd71MKFa21CaPsi59dly8wqGOEEXnanNID/YXA7ym9b54fEbu23B50z5X5akoh\naUpmnpSZ/1ELJqvSbnvQ3W5uQTmJ7Z73pvVjlhrXyFytQ+1xAzxM6e3Zdpswch+zJKU3ZWd//DPK\ncfzelOlbPpGZM/scUydPu9btfKXuAndm/gD4L1poD+r5+6GU8+IPAN8E3hER76zr/TNwQ1vnxqPE\n171NbU652LQs5djuRkptodU2oXoTZRTPGynHKjOAL2bmAU+1TZhvi0q1evgtSmX3swD1y/hNyhWr\n4yPiTRHxZkqe7hpYsOUg6+Z6xephYBPKpIQnRMQulK7b76HsZN+dmb/tZzBdjcR0YEfKVbPTu57y\nQERsSBlO9SHg/VnmemnD34FfUhrfjYFPAsdFucoHZYK71YDX9jtPYxg5x9Pq9QD748AetSgHpavt\n7X2M40HgD8CfM/NeytjxpGxHqwG/omxj+wL7Zmbb2/+oc2FRum/vRulO/n5g5z7nqdvylDnXknLA\n/96IeG7ngCci1qV0aX0n8J7MnN7SSfdouZoJj13NehllzpL9M/M3LcQzibLj7AwlPpZSyF0XWCoi\n3kTZqe5P2dne0UJMI8faf5R60kbprfcSyme3N7BXZrZRRB0tT4tRigBfpd32oKOXOQkupcx70drB\nGU/M1ccpvQ82Bp5PKRAeSunJ21abMNo2tVo9aP0k5YrkasDmwE4tbecLUPLUGQ5xPOXY5d/qRYJX\nUO7w0mYbNbLdfF+U3m8PZua9EbE9Za6SNtuD0fL0Z8rV46spbeaHKdtTW+3ByDy9v+bpn5S2YRDt\nATwxV5+k9CxZn5InKHO8XEN7bcJouXpuvcg6mdIedD6/ttqD0bapeyntww8p87SuSSlettUejJwr\ncxXKuc1JUYYM/SvtH7OMu4/pOmb5JO0ds8ATc/Vc4LCIOJrSc/FllOPONtuEXvbHy9fn7dJSrsab\nf7VThPsxLbQHWXpK3kC5aHIvZXTRIcCOEbED5Xz5vbR0bjyK0bapz1DOiy8E/pdSaGqtTagXnBcA\nnlmLRedThrudEhEbRRmm90GeZJswafbsYZp/uh1R7hTx35SDmD9SCkk3AUd2Gopa2dyRUsH7bJYh\nCW3HuQblCtr/Aetm5jVRhsEtT9lJvZxypeZtwGuAX2Xm71qIaTalq9wzOzvriLgE+Ftm7l5/X4HS\nM+EZmXl3n2NajTLs4E7KwdfKlC72J1BOzjakXEH+EKVH0COZ+ft+xjQivrUpXZ+nAQtn5n1RZtzf\njdLb64jM/EOU3kP39vNKQ83VA5R5Ww4EXk3ZeW9OuUL0C8qJ0Sei3Enskcy8p1/xjIhtvDy9CDg8\nM/9Yt8GbgcXbiC0i1qRMjjipuzgaEXtTtrsvZ+ajEbFgZs6MMi66r3H1kKvDMvNPUSZM3AU4JzP/\n3OeY1qQcRE8DtgbeRfn+rQqsSGnL7svMw+oVuMX7XWyuebqf0l6tnJk31x3pupQDtNfWz27N+pxF\nMvMffY5pvDw9h9K+3p+ZB9fnT+r3gf5EecrSu4uIWDZLL9SFMrONq/8TbVOzgLsy8yNRhoI/q4X9\nzUTb1Fa1HVguM6dFxCKZ2dcrkF0x/Y2yr9seOCkzr48ykfHhwKKZuV99/pQW8tRru7kkpW1osz0Y\nLU+LUXru/jMzD49y85Yl+n1BZYI8PUCZQ2VG1/K+twd1Pb1sU8/MMs8MtdfSw32OaaJt6n8y85Ha\na+h+2m0PxtqmjgAWysz96/MXzT73kK95uo9yUj2V0m4+gzJPymcox3zUXglttQe97mNWAXYGzu73\nMUtd30S5+i/KNncMZX/TRpvQa65Wokwt8sfM/L8+x9TLNrVIZr67Pr9v+72u89C/Ui4ub5OlxylR\nhkq+HtgsM/etxaVf9vvceER8E+XqM8CjWUY3tNkm3JulZ/C6wBcpvSi/QhmldRileHlQZv7zybYJ\nrU3qNWQepPT+eTgzH4wyvvAUypXG9wBk5neB70bEAjmYuyZNpXxJr6IUj3arD/2oE09EXEzp+rt0\nZp7TYkxXAOtRGv7OFaAtKBONnUjp6fVaSg+Xfu+oplKq0BdRuhrvnpl3R8THgNPrQf0llEZmicz8\ndT/jGSO+wynFy4couftqZt4SEV+jdHM/ICJ+R7kC8XHKAXa/Yunk6kWUibjvoXQPXyAzD607qZ0j\nYol+H+CPEttEeTowIv5AuTJ5dEsFpamU4lsC90TE9Zl5Xn34L5ShZ+dQDgAWBGa2UFBqkqsFKBMp\n3t9CTB+k7KTuoeTrOMoV439k5t71eedHmeDyPvp8FWuUPF3OnLkbHqGcPD4aETtT2tjDWigoTZSn\n99fnfat+B+9voaA0YZ7q8/4dWDciDssWupA33KaeWa9UtrG/mWibmhkRO1FydUiWu0C1FdMDlHbp\ncmCnWoD4WUQcAvwgyl2L/trSfrnXdvOhLL0922wPxsrTQZQ8rZyZt9Dn4Qg95ulsYEbnokVLBaVe\ncvVh4PudXLVQUOolV+dSvocP1ePkNtuDsfJ0MCVPne9ev08eu9vNuyl3Xp1KOce5rn7X9omIH0bE\n2pn525bag172MTtTiiSfqu15X/WYq/dFxA+BVWthoo02oZdc7UTpYf2xlo/vxtumLomItTLzd30s\nKHXOQ6+k3InyTcBLI+KyzNykHtNdA+wSEUtn5tn9iGOC+CbK1ftrrjrfv7bahD9ExL2Uc4aDKFMZ\nLFLbyqMi4kLKueH1T7ZNmF97Ki1A2TlNAy6olbvJlK5z11IqeK8EvtHG1dhR4luGMondx7LceeeD\nlCLNEZQv0qbAdZQNdT9K995bWo7pQMpO/IjMvLLreTdTGr7XZ2b2MZ5JlCE1Z1B6sFwXEYdTxs1u\nAexFueXmJsDrKNXs3TPz1n7FNEqMz6J0LTyM0s1xPUr32bMy84v1OQtT7oz1MkrO+tI9M8q8XN25\nOoJycvaGzPxN/U5MocyVsB1lGEJfDzS6YhuaPI2Iawrl7kQHUYYDbkzp3fjFzo4qIk4BVskyN0Df\nPYlcbZ197hI9Rp4OAD6eZQ6eztjydSnfw9f3uygxTp6+npknR8RSNcafAP8BvK/f29TTIE/7U4Yy\nD+q7Z67Gj+kGSj4OoBzQ/pRyB9azKFd19wG26/fJ2jzQbpqn8eMyV73FNOx5upHSY/8AylC8hSgj\nGs6kzBt2KLBjC71uhm5fXOMyV73FNDR5ijK34inMOQ/9MGUuooMpRZNV6v9rUzpivDXbGWbaiW9o\ncjVGTJ22cz/K/NHTKefKJ1Auiu9XY3rSOZsv51SqVblzKGPCN42IFWv1cEfKPA2LAz8cREGpxncX\nZSjXi+vvx1N2TkdTvjTrUIYAfIAycWlfC0pjxHQc5QraMVG6IhIRr6LM07NNPwtKdf2z64Z/G+Wu\nNmTmRyhXsT5GaZSvpRRS9gE+0GZBqcYz1njfHaJ0yYRS8Or7HE81V3+r6yLL7Yn/Anw6IlakVKcP\nBvYEDm6roFRjGZo8jdA979R9lO3p98BuMefOPG8D7o8y9KzvnkSu2hhjPzJPP6V8Dz8QEa+LMtz4\nFErPuH37ffIPjcfav6ulbWpez1ObcxKYq+YxTafMd3UEZe6WpYDTKRdatgf+o42r/wx/u2mexmGu\nejMP5Gko5soc0n0xmKteDU2esvQkv5MyKoXM/BhlbqLjKUW2syg9l3YA9mmzoFQNTa7GiKlzLPV7\nyk0p7qf0instpQj+lHM2X/ZU6oiIF1IKDr+k9ABanTI51bbZ5668Y8SzBuWWvz+lDGFZCbg4M2+o\njx8GTM3MjWtvhMktXJ2dKKZDKLPEb0i5leOfMvPmMd5ubsW0KmWs/C8j4u2UieJmUIqksygV13/J\nzDdHma9hdva5e+iI+HoZ77sxpYjzAsowzL7N8VR7IU2i3EViLcpQksmUXM2mFFffUH9+RhsnaDWu\nocpTV1zjzTv1EKW9eD7w6ezzXCldMQ1drnrM05qZ+bF6he3hltqroRprb54axWWunnpMC1EOEjfN\nzP2jzOvySL8vks2D7aZ5enxc5qq3mOa1PA1krsxhbDfrus1VbzENVZ6iziUXETtSjnHPy8wb62NH\n1rhenWVOtb7PYzgitqHKVY8x3cCcY6kFgVk5F4ZWz9dFJXgs8dtShkzNoMyrceMA4tia0m3vn8DP\nKWMxVwd+C1yWmf9bn3cyZSKtvs790TCmk4AD27gSU2PalzIJ2pWUAsmdlN5bC1GG482KiM9T7g7S\n19trjhLfaON9j6eMx96kPmd54LO0e1c8ImJZyrDOjSjb+kdqrk6k9ORqLVfDmqcYfd6p3Si3vV26\nHiiuSOkuultmPtBSTEOVqwZ5OpGSp74XdRvk6XOUniRttKHmqVlc5mruxLQCpT14TxtXQ+fhdnO+\nz1NXXOaqt5jmxTytVGPafX5tN7viMle9xTQ0eYp6S/taVHoOZSjX34HvZL2JVj0PPaSl3j/dsQ1V\nrhrE1DmW2nVutp3z5fC3bpn558z8DCXpew6ooLQI8FZKEWRLSne5BSnFnLWA10bEPhGxHWVS5UlD\nFtO6lFu99zumxSjDs/bOzDdRqrCvARbLzI9k5mHAK6NM9rcuc24Z3ooo433fC7wtM98LXECZh+o4\n4C8R8aMot3SeSpm/qG+fY0S8KiK2jIgNO8sy887M/F5mHpyZR1Imkt2ZUmhqLVfDlKcRcT2bMk/D\nuzLzIOBnlHHtP87MoykTqi9DmUtsYdrZ5ocuVw3ztFD91++YmuRpKVq4SYV5ahSXuZq7Mb2mxrRg\nCzHNy+3mfJ2nGpe56i2meTlPUyk5mi/bzRqXueotpqHJU0RsFRFv7PSgiXLjrFuBT1Hugr59ROzd\ndR7aqmHK1ZOIqXMsNVfbzvm+qNSRmdP73R1tHJMoJ/Wr1N/PovQGugP4DaWb2gsoc6W8taVKbNOY\n7mwhpgUoDcmq9fdT6/8vjYhNo8yzsRdlbqzds8V5gWB4xvtGxGuAT1AObt4ZEbt2PbZA/X81BpSr\nYcnTKHEN3bxTw5gr89RzTOap97jM1bwbk59dbzENXZ5qHOaqt5jMU28x/X97Zx53VVX18S+DOKE5\nIGoOIa+5HBAzU180mRzQRE3NeQAHyCSIzLTUEklzfjNTw0QDpSQTcR6DNAXHCnL8ISUOOGAJKsoL\nMrx/rH3her3P4/P49uxziPX9fPjAvffce36ss/de56y99tqls1PSEbZqmqYy2WlP4PdmtlsKLC0x\ns7aSZgDn4zWLjLzPxkspma1KoWmFX/5WFsxsf7y+05mSHktZOccDnSSdmo5ZVS28PfFyoOlA4Cd4\numhnfAe4F4GOkk5Px1S2LM+GlWC9b0oRbYM7omsk3Wtm/fG1vGc38J2strK0LXKRdmpAV+nqTpWh\nTdXThAd3+1MeO7WWL+Msk53K2J5KZ6d07ra4HfoTtmpMUxnHgzK289L5mDLaKekqY5sKH9NETZSs\nTZXRTunc4WOapqlUfS/Z5hSgI17Y+rYGjsv6HJrOWclE7E8JbJU0FT4mRKZSQZjZhvbxXSruwLcB\nP8XMukn6UNIVQFcz2wqgpTuNme1nZpdWvXVnCTR1NF9DSzrfeHyLxm2BhZJOknQpnq20UToma0Ap\nnbMSnX0YD3Ttb2bbps+GAc+Slpi1oHNoI9/FcA5QqavzBLC9ma2RHAZm1tvMTkpastgqBSTRsrpN\nRdrpE0hanLTdhu/i0h4fnM+Tp4y+DLSS7zqY5Ya/JG3qE5pKaKfF6Z9lslMZ21Op7FTxf5IWhq2a\npKmM40Fp2nmZfUyZ7FSjq4xtKnxMEzWFnRonfEyzNRXe98xsF0s7OuIrYn6BZ2pdYmanm9mQdFwf\nMxuQdOdMbFjqZ4q2VS1lGBMiU6kAzOwAPP3sGeAGSQ+l99cH+uJpaZfijeFbwOFq4bQ+M+uBZwBB\n1VaV5sWdDyhI017AWcB7wBuSBtQ5ZjNgZ+Cb+K59ObZtrZy7MiNamXGozPp1Ar7LsiLirwNnAHu1\nlM3S9TPg14BJeiZFrTvj1+3ApHETPODUUdIrLaGljrbeeCH1EZLmFWmnGl3dgFWAGZJequiqOWZn\nfHeZ7yZdLZq+amZd8FmE2fK145X3O1GQrRrSVHNMbjt1w2+4PpD0SNX7nSjOTjsDawDvSnqykWNy\n2+kTbbwEfa87PrafUhmrqm6yK8fkttX2+ETbbEn/qHq/E8W1qdL4mCpNdftezTG5r13pfEwZ/Us6\nZxl9TN2+V3NM7jZVdzwPH/OJ84WPabqm0vuYBo7JYicz6wX8CDhd0pPmO6XdIGlvMxuKL3m7SNLZ\nZrY2sKZaeLfxGn11/UzNMaXof0VpiqBSZsxsdWA0cLGkx9N7q0j636pj9sVr3cwHLleqbt+CmnoC\n5+FreLcFpkv6Y80xuTVtx7LdrJ42s5uAAZLeTZ+3wdP7hgGLgPMlTW1JTTX6euDF4npKer/OTf8G\nwJfxtb6rApdUAnUtpGccbof7gVuValyZr6G9XNIh5luRHolX+8+VobQ7cDa+dndSnc+z2qnqvD2B\ny4CHgBslPVb1WTtJC1LA8gfABkn/cy2saS98688XgHeBWZJ+XvV5dls1pqlAO+0BnANMxmusPSDp\nhqL6XtJUCYBPxQsfXgT8I+lZSZ7CnttOPWmgjafPi+p7vYHhwL+AKyXdX/VZZRwtou+dBUzHfdwr\nks6v+ryINlUqH5M01e176bOirl3pfEwZ/Us6dx98R9+y+Zi6fa9gX1x3PE+fh49haRDgZ4SPaYqm\nPsCZlMvH9MQnnT/mY9JnlWBTFjulcfyXwNclPWdmawLzgAH4RPgAYAJ+P3qMpLtbQkcj+vYAfkwd\nP1PgONVg/ytKUwSVMmOeOnc3Prg8DYzB1zv+CzixOsLYWOT436hnZTyYNEHS42bWF+gHnKw6W5Pn\n0JTOsxUwFB9A2uIV7G8DWksaUnNsO0kLWlpTOlflhv5w/KbxSeDIejf9Vd9p8fW+ZjYGeAOvqSTg\nZkn/Mq/yfzFeZL0PMEiSWlJLlaYdgFHAGZLuMM96+zywSNKzdY7PYafK9bsCeFrS1WbWHqikSb9Q\n5zstWnfKfFniKsBNwM8kTTSznfBZmXslXVznOy1qq8+oqcXrc6Vg8lhgtKQ7rapmmFVtO1t1fI42\ntUbSNDyNodfhY8NM1ZllzGGndJ7LAUm6sgltPEtNghQoGQZ8G7+xPgcYhM+8f+JmJFObaodfv2sl\n3Qmgv7IAABNxSURBVJUmNH4M/F3SaXWOz2WrQ4GrgEcph49psO81cHyOa/dlPDt3mKTxZfAx6TyX\nAy9Iuqpo/1J1nlXx63eFpAeK9jHpHCvhNSBHSrq7CX0vR5taHfd7w+TZEp82nuewU3M15fQxz0v6\nZYl8THeW+ZUFlMPHVGqdXivpnhL5mINxH/MENT6mzrEtZqd073YiXrP3COAt4Gb8ufho/Drul8at\nXsCrkqa3hJYG9G2HP8ucLen2JviZXP3vMtzPjCiLn4mgUgGYFx/bFU9jvR+4B3f2M4CfAt3wom25\nAiWViGYbfIvBU4GxlU5rZl3x3QnGSfook6a18SWCHYEv4cG30Xidp6fwQMnOwC25NCVdbSUtNLPK\nwHcg0BXoW3PT3xv4oqSrM+naVNIr5sXVewLT8IylN81sPNAB37Z0Wg49SVM3/Bpehs80XADMxmdh\nnpd0VnIQm0u6JpOmyvU7Dvgc7uh/g1/LVnig6bycuqpmhEYAo+RF8VsDF+LLF++RNDLNlHSSNLJk\nmjbLZKeN8BnaQcCvJT1rZlvj7eooYG4KGGbre+b13tbDl98OwtewT8UDAYtwh//TzO1pI+Aj3I9s\nCNyFj52FtfGkqwOe7foHSUqvTwMukPRO1diZs01tiAfijwIeSu28FbApPoP7mKRLzGdRO2fUtAif\ntX4Pv6nehgJ9TNLUFt+449P63haSRmTQ1AEvF9ALuBr4EM+4LszHJDvNB7rjM8N3AtdTfN/bELfJ\nAOB3kqaUwMdshduqHz4mPFyCvrclbqehwEC8zT9NseN5GTVtBbwD9MbvLW8BbqD4dt4Z2Bd4RNJf\nzWwdPEujSB+zK36vuQvezh8sQTv/Kj5puBZ+HQt/jklB74PwoFJ74BrgdmAE8HlJvRoKeLWwrp2A\nw/Fdx6+kBM8y6fq1xYNIHSjBc0yFKNRdDBPw1OOO+EzyHEl74zchm+FZQ1kCSriABenvRfJleK3x\n1NoKi/HBMFvwRr7m8yf4LMN04CZ55lR3YB3cVhMzB5R6AMebZyZMkDRR0mA8lfzOFAmu1C2ajAcL\nc/EagKTbgUn4bhLdzewY3F7ZAkpm1tPMTsRnPy7Db4QuxIOSR+Nrxbcwr+3wVzywmkNX5fqtCTyH\nP5AMBK6WdATe5rcys21y6arS1A54DLjKzI7Hl36uhM8ibZYO/zPwQAk15bDTvvjM1aV47bTK7NBH\neH2QD9JD7SZ4+2/xvpc0jcOXJOyTZkE74buV9MPt1SXdgOdqTxU7jcJvxrrjQYlfFdXGk66++A1i\nX3zSAvkS3YV4e6ouXPpkDl3myxFuxseo84HLzGzjdB1fw5eedUrj/V/I0/cqmkbitUAmSzoZ3+G0\nEB9TpelSYI8UUGqFXzv4eN+bjGdit7SmvYFb8ezbPfD+dh4+GVeIj6my02h80mtPfOb9moL7XkXX\nBcDp+NbSx+EPSNl9jJm1NrO18LZ7PP5ge7mZfb6ovlel6V5gP2CyvDjy5hQ0npdc0z34CoeOeB88\njgJ9TJWuCXiw5l0ASe/ggbdfpte5fUwv/DnmJXy1wFUl8DE9k6a3gT9VPce8CNxV1HOMPDPrFmA8\nvtrilpRZczQwL00iZM2CSdfvfHyMvBLPproAn7Avys9U2tQc/Nl4X3yyYGSRfqZCBJUKIN1Mj8Cz\nSfY1s25m9jXcuT6VPs+OLVs+Mhz4wMxGp9fPFKEpDSgz8MGuu5l1xG8g1wWmqs7yvBZmCL7N52G4\no6ro/CbuMG4ys2PxbLO2ylQIO2lYXHX9xuE33Cfhjn9gzgwlYDCwF36j8RBwBe7E70v6hA+Ia6WA\naq5Ce5Xrd6i8ntkofOvNlZKuvwAfAOtm1DUEf/g4RtIofGnQ6sBbkoZKmgBsZ2ZfkDR7RdRkvoPL\nEKCfpIOA98zs5PTxXGB+av+H4juFtGvpvlej6RBgtpkNlPS0pFvlu808hdcEWC9He6rSdKykr+EZ\nU9vh/bAtFNPGk67BSdc++G6U30kfnwnMNM/eJWl8N4OttsVvCAcBx+I39xOBe81sPfkOKo/hkxeb\npHY+I5Omk/HZ2rfNU9qRdCJ+o53Vx9TYqT/wnHlm8xK8oOyCmr63UiZNP8SXUJ6A+7p78Ot3K+T3\nMTXX7jA8sPYI8A1S8K2gvld9/frhAdQx+MPZjCLGc/kORXPwB+iNgQfxh+4JZrZBEX2vRlNnoJ2Z\nbS1palHjeck13Y8HlN4AZuIP/pVjsrfzGlt1BPYxs6+kz34IvGxesqJyfA4fszueQTlE0vOSfoNn\nLt5uZh0L8jG7A78CBstr0M5NwbiKj3mOYp9j5uGZnWfKC2GvBuyNZwTNV53liy1F1fUbKmm6pIl4\nwOsPFOdnKpoGS5oir6F0P3AwBfqZatrmPFmwDEkzzex8fBncYDwbaIikDwrUtKQqvfAM4LQ0+M0q\nWNNoPO1+P2BtvJNn20Kyinm4E90aaGNm4yrBNkknmdnjwLnAnpLm5haXbFWptbEm7qwOSgNfTip2\n6oLPRI7BU3wXmtd46oHPtr1WlC4zGyDpGjNrCxxnZnPxG9xtgFcL0NTVfHvUsUrrns1sCzwI1g5f\n2rGialqAp2pXshIvADZK/54PvG9mpwL74LXgchShb1BTygx4BW///0W+9lTRVMkgGYlfp8XACWb2\nPsW08YquSiD+QpZdv9Z4dkQ3M5su6c+ZNM3H09anpAfvvfHaPFsDv0++uTM+0TMns6ap5kvLtgeG\nm1l7SQMlDTSzJ8nrY6rttDW+FP1881o45wCzzOx0PAg9KFPfq9bUBV/u/Q6+bOvSFIjbB+97uXxM\n9bXrgk9+XY+PAScl//JF8ve92nbeJ73XWtLpZvYF/L4qt48Bf4DdHt8c5tf4BFil721K3r5Xrakr\nPnHZI9nnPWBW0ppzPC+zpufTubfEM6nWAw5N7bwT+dt5ta6uSc+O5kvBXwOmALua2Ys5fEya4O2M\n1wSam8akG/Et3b8EPGlmJ+G2ytLO62haFfg9sCDdGxyfnmNy+5iPIV998k/zXdIPxWsX5fItwCds\n9b55TbOxeAbcysDVKbtsbzL5mUba1Ex8DP1u6n+bU1z/i0ylIpE0S9J4fLZtoKS/lUDT4vT3q8D3\nigwoVZAXHfs+Xn+jvzLsktIAZ0j6Pj6ztgXwjZSSiflWoa8DexcQxFlKCiy1SS8PUJ2CbRmo2Gki\n/pDWD1g7pWhfiQeaBrf0rMyn6OqSMktG4ankq+MO/gRJLxWgaQJuq6PMbD0zWx+vVbIH3g9zZuWV\nTdNs4Jya67IjLE1v7wB8HTgpY9+r1bQE2CH9ex38puwwPMiVqz3VamqLL8sbi++E0x6/Kcndxhu7\nfovw/vhPPBCXi7fwG2rw9jwOrwlyA16rrxOwEz5OvV7vB1pYUx/8JvYiYFMzu9bMDHgT6JOxndfT\ndDGwFSkrENgf+FZBmvbECxhfCaxnZq/iNjuOvD6mVtPNeKBkDB5YakUx/qW2nd8E/BzPTJqK11LZ\nnYzjeSWjGs9ifhgfKw/AHx5fwYNvO5Kx79VomixpWNIwGg92ZR/PlwNNlWu3L54ROxN/4N6MzO28\nEVtdh9cVvAkfO7P4mDSxOwbP0r8Cz1D6HZ5heQXe1jcho4+po+me9Lo/sBowIt2j5/YxDTER+BGe\nMZ/1ma+Ore7Cfd8gfCx/Hl8Wl83PNNKmvo+vfNqM4vzMUqJQdxA0Efv4dpsH41lmj+HZU12BcyW9\nUaDEpVjN7kCZz13PTo/iDyCbApcVkWlWR9dueP2dtfBdHK4rgaaKrdrjga6rlbFuWFk11ejriy9h\nPDbNZv0AOK6gAGq1psMkHWNm++GzV79IQZMiNR0u6eiU+r8mXt+lUKdfc/3646ntI4tsU9WY2Tj8\nZnGuMhcFbQgzuw2/kXxeUu4Mz7qY2Vh8gmWi8i6vbhAz+y3+4PaWvD5k4ZjZrcARBWVXN4iZ3Yxv\nMPBeEX3PvGbLD/GHo3Px4tOTgD8C04sYp2o0DQeexSdXpgLPFDGeLweazgWewe+F7y5gsrAhXcPx\nh/8peGD11dxtKmUDHYkHj5ausEh9rz/wYW4fU09TCsqNxycKVBYfUzSNXL/f4O3s7dzjeiOaxuP3\ne/Nz6qkllr8FQRNR1VbOksaZ2dvA2Xha8hFlCSjBx7dVL+Dc9ew0DLfTkUXdXDdy/Trgg3RZNA1j\nma2y3+yXUVMNs/DaLrvgdVX6l2BWbRbwbNI0FF/KXFhAqUrTM+a7MA5Imsowi1S5fv8NHIPP9BUZ\npGyH1+FYiO+41hE+VtS1aE3b4xMXk1Xg8vgaTTvgGQDXS8q9bKoxTRsDs4sMKNVpT+vidfsKDSo1\n0M4/KrDvvY4viR2O14KbhhfCnV3gOFWtaShez/MEPFhS1Hhedk1D8HpvA/Aah0VSa6sX8M1YPiyi\nTaWAzfXAbVpWI6gXfs/Zqggf04CmnvgOdY8WOZ6XjQZs1RvPNJtdxLNMI21qbXzivtCgUmQqBUEz\nqTxwpxn3i/C6RYVlSZSVOnY6sAQP/6XUFZqapesLeJ2J54GjQlN9yqgJyqcr1UYYjC+XWA3fde3Z\nxr8VmkLT8qMJyqkrLbdZV9Ij6fXKRc+0h6blV1PSUVZdtTWCiirjsZQaTd8uejwoM8vB9SuFpggq\nBcFnINUt2gdPFX2xaD1lpax2KqOu0NQ0zKw18GNgjKTpReuB0NQcyqjLzNYE1sCXwb5ZtB4ITU0l\nNDWdEusqbLl+Q4SmplFGTVA+XSmoux6+Y2YplpeVUVNZKaOtyqgpgkpB8Bkpm9MqK2W1Uxl1haam\nYWZtJS389CPzEZqaTll1BUEQBEEQBM0ngkpBEARBEARBEARBEARBs2ldtIAgCIIgCIIgCIIgCIJg\n+SOCSkEQBEEQBEEQBEEQBEGziaBSEARBEARBEARBEARB0GwiqBQEQRAEQRAEQRAEQRA0mwgqBUEQ\nBEGwXGNmU8ysd9Xrk83sbzXHTDOzr5jZWDPbqBm/PcbM+v8b5X7m85rZ9Wb2nTrHTjOzXRr5rVFm\ndmILyAyCIAiCYAUngkpBEARBECzv3AfsUfV6T2ANM+sIYGabAmsBf5Z0uKSZBWj8d3At0K/6jRRM\nWiRpcjGSgiAIgiBYkWlbtIAgCIIgCIL/J/cCFwJnmFkbYFtgLB5o+i2wO/CApCVmNiO9/9X0dxvA\ngBnAwUArPHizLfAysDqAmbVPv7U2sBJwh6TzzGwUMA/oDGwIjJL0P2bWDrgS2BxYA7hR0qXpt34K\n7AqsCjwEnNbQeWv4Ex4s21bS0+m9Y9P3MLOvJjvMB1YDTpb0l8qXzawT8IikjdPrYUBbSWeZWS/g\n7KTjI2CApJfM7AKgd/rNmUA/SfM/5XoEQRAEQbCCEJlKQRAEQRAs70wCtjCztYGvAFOAP7Ise2kP\nPPBUyy7A8cAOwHbAl9KxWwI7Asek98Gzn1aStFv63lwzq9xHbSSpD9AdOMvM1gW+A7wuqRewM3C4\nmXU1s0PS8T0k7YQHnfo2ct6lSFoCXEfKVjKzlYEDgevTIR2Ab0nqDfwcOKMpxjOz1YARwEGSegC/\nAC5J9hwEdEv/71uA9Zvym0EQBEEQrBhEplIQBEEQBMs1khaY2Z/wjJotgQnAI3imEEAv4JQ6X31C\n0jwAM3sVWAfPFJqcAjgfmtnj6dhJwHAzuwm4GxgpabGZAdyfdMwxs2nAF9M5NzazHun7q+ABpF5A\nNzN7ML3/OWAzPPup3nlrGQ08bmanA/sDkyTNSp+9iQeDVkm/O/tTTFehC55ldUv6/7QBlkiabWb3\nAQ+Z2Xjgd5Jea+JvBkEQBEGwAhBBpSAIgiAI/hO4D+gBbINn63xoZm+Y2deANyW9Vec7C2tet0p/\nFle91wZA0iwz2w7oBhwAPGVmX07HtK75jSX4crHhkm6uPoGZ7Qb8StIlNe+fWu+8tUh63cymAHvh\nGU1XV318A/BNSRPNrC9was3Xl9S8bpfOOR94RVLPOuf7hpltCeyLB5cOljSlnrYgCIIgCFY8IqgU\nBEEQBMF/AvcCA/EaQdPSexPxekX3NeN3ngMOMLNWQHt86do4M9sLWFnSHcCkVIOoY/pOL+DytFxs\nc0B4ptShwM1pmdwlwLnp/e+Z2WWSFprZj4EbGzpvAxqvBU7AM4yql/WtDzyb6kodAqxc8733gHXS\ncrf5+HK9B4FpQAcz6yLpGTPrjmd8/QE4QNLPgBfMbAN8WV4ElYIgCIIgAKKmUhAEQRAE/wFI+jte\nnPqpqrcn4NlL9eopNcR9wCvA43j9okcrp8CDQQ+npWv3S3o5fTbbzG7Fi26fLWkOvvRurpk9CjwG\nzJH0Dl6XaBIwOX22PvCPRs5bjzvxQuM3SlpU9f6FeCDtDmAUsImZDa18KGl2ev8pYDzw1/T+POBo\n4Fozewj4Sfq/vAZsb2ZPmNkEfJleQ4GuIAiCIAhWQFotWVKbCR0EQRAEQRA0hbT72yOSRhatJQiC\nIAiCIDeRqRQEQRAEQRAEQRAEQRA0m8hUCoIgCIIgCIIgCIIgCJpNZCoFQRAEQRAEQRAEQRAEzSaC\nSkEQBEEQBEEQBEEQBEGziaBSEARBEARBEARBEARB0GwiqBQEQRAEQRAEQRAEQRA0mwgqBUEQBEEQ\nBEEQBEEQBM0mgkpBEARBEARBEARBEARBs/k/p6259ZqPcHEAAAAASUVORK5CYII=\n",
 861 |       "text/plain": [
 862 |        "<matplotlib.figure.Figure at 0x7f4a80132e80>"
 863 |       ]
 864 |      },
 865 |      "metadata": {},
 866 |      "output_type": "display_data"
 867 |     }
 868 |    ],
 869 |    "source": [
 870 |     "fig,ax= plt.subplots()\n",
 871 |     "fig.set_size_inches(20,5)\n",
 872 |     "windspeed = pd.DataFrame(data.windspeed.value_counts()).reset_index()\n",
 873 |     "plt.xticks(rotation=45) \n",
 874 |     "sn.barplot(data=windspeed,x=\"index\",y=\"windspeed\",ax=ax)\n",
 875 |     "ax.set(xlabel='Windspeed Values', ylabel='Count',title=\"Count Of Windspeed Values Before Imputing\",label='big')"
 876 |    ]
 877 |   },
 878 |   {
 879 |    "cell_type": "markdown",
 880 |    "metadata": {},
 881 |    "source": [
 882 |     "**Random Forest Model To Predict 0's In Windspeed**"
 883 |    ]
 884 |   },
 885 |   {
 886 |    "cell_type": "code",
 887 |    "execution_count": 7,
 888 |    "metadata": {
 889 |     "collapsed": true
 890 |    },
 891 |    "outputs": [],
 892 |    "source": [
 893 |     "from sklearn.ensemble import RandomForestClassifier\n",
 894 |     "\n",
 895 |     "windColumns = [\"season\",\"weather\",\"humidity\",\"month\",\"temp\",\"year\",\"atemp\"]\n",
 896 |     "dataWind0 = data[data[\"windspeed\"]==0]\n",
 897 |     "dataWindNot0 = data[data[\"windspeed\"]!=0]\n",
 898 |     "dataWindNot0[\"windspeed\"] = dataWindNot0[\"windspeed\"].astype(\"str\")\n",
 899 |     "\n",
 900 |     "rfModel_wind = RandomForestClassifier()\n",
 901 |     "rfModel_wind.fit(dataWindNot0[windColumns], dataWindNot0[\"windspeed\"])\n",
 902 |     "wind0Values = rfModel_wind.predict(X= dataWind0[windColumns])\n",
 903 |     "\n",
 904 |     "dataWind0[\"windspeed\"] = wind0Values\n",
 905 |     "data = dataWindNot0.append(dataWind0)\n",
 906 |     "data[\"windspeed\"] = data[\"windspeed\"].astype(\"float\")\n",
 907 |     "data.reset_index(inplace=True)\n",
 908 |     "data.drop('index',inplace=True,axis=1)"
 909 |    ]
 910 |   },
 911 |   {
 912 |    "cell_type": "markdown",
 913 |    "metadata": {},
 914 |    "source": [
 915 |     "**Distribution Of Windspeed After Imputing**"
 916 |    ]
 917 |   },
 918 |   {
 919 |    "cell_type": "code",
 920 |    "execution_count": 8,
 921 |    "metadata": {
 922 |     "collapsed": false
 923 |    },
 924 |    "outputs": [
 925 |     {
 926 |      "data": {
 927 |       "text/plain": [
 928 |        "[<matplotlib.text.Text at 0x7f4a49b72b38>,\n",
 929 |        " <matplotlib.text.Text at 0x7f4a49b82400>,\n",
 930 |        " <matplotlib.text.Text at 0x7f4a49ab4780>,\n",
 931 |        " None]"
 932 |       ]
 933 |      },
 934 |      "execution_count": 8,
 935 |      "metadata": {},
 936 |      "output_type": "execute_result"
 937 |     },
 938 |     {
 939 |      "data": {
 940 |       "image/png": 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SJEmSlkffhr9JkiRJkiRp1WVRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIkSZLUmEUlSZIk\nSZIkNWZRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIkSZLU2PS2A0hTMXzm3q1te9Ze/97atiVJkiRJ\n6ip7KkmSJEmSJKkxi0qSJEmSJElqzKKSJEmSJEmSGrOoJEmSJEmSpMYsKkmSJEmSJKkxi0qSJEmS\nJElqzKKSJEmSJEmSGrOoJEmSJEmSpMamtx1AWplde/ZrWtv241/+H61tW5IkSZIkeypJkiRJkiSp\nMYtKkiRJkiRJasyikiRJkiRJkhqzqCRJkiRJkqTG+jpRd0Q8Gfgm8MnMPD4izgRm1bvXBy7PzDdH\nxL3ApT0P3YVS8DoF2AxYBOyfmX/oZ15JkiRJkiRNTd+KShExA/gscP7Isszcq+f+LwFfrDcXZOac\nUY9/HXBrZu4dEbsBxwCv7ldeSZIkSZIkTV0/h7/dDbwQuH70HRERwHqZ+ZMJHr8LcHb9+TxguxWe\nUJIkSZIkScukb0WlzLwvM+8a5+53UnoxjVgzIr4aEZdGxKF12WxguD7XYmBJRKzRr7ySJEmSJEma\nur7OqTSWWhjaPjPf1rP4XcBXgCXARRFx0RgPHZrsuWfOXIvp06ctvT28nFmX1axZ60x4/7wB5RjL\nZNmuG1CO0SbL1dZrCRNnu3aAOUabbJ9JkiRJktRPAy8qATsBDxj2lpknjPwcEecDT6EMm5sNXB0R\nqwNDmXnPRE88f/7CFZ92GQwP3952hHF1NVtXc0F3s3U1lyRJkiRp1TJep4Y2ikrbAFeP3KjzKx0O\n7A1Mo8yddBZlTqa9gHOBPYALBp5UkiRJkiRJY+rnt79tDRwHbA7cGxF7Aq8ANgZ+P7JeZmZE/JnS\ne2kxcE5m/iQirgLmRsQllALTfv3KKkmSJEmSpGb6VlTKzKuAOWPcddAY675njGWLgP1XfDJJkiRJ\nkiQtr759+5skSZIkSZJWXRaVJEmSJEmS1JhFJUmSJEmSJDVmUUmSJEmSJEmNWVSSJEmSJElSYxaV\nJEmSJEmS1JhFJUmSJEmSJDVmUUmSJEmSJEmNTW87gKT++Ok5r25t2898yemtbVuSJEmSNBj2VJIk\nSZIkSVJjFpUkSZIkSZLUmEUlSZIkSZIkNWZRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIkSZLUmEUl\nSZIkSZIkNWZRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIkSZLUmEUlSZIkSZIkNWZRSZIkSZIkSY1Z\nVJIkSZIkSVJj0/v55BHxZOCbwCcz8/iIOAXYGri5rnJsZn4nIvYGDgYWAydm5kkRsTpwCrAZsAjY\nPzP/0M+8kiRJkiRJmpq+FZUiYgbwWeD8UXe9LzO/PWq9w4BnAfcAV0bE2cAewK2ZuXdE7AYcA7y6\nX3klSZIkSZI0df0c/nY38ELg+knW2xa4MjMXZOZdwKXAdsAuwNl1nfPqMkmSJEmSJHVA34pKmXlf\nLRKNdmBE/DAi/jMiNgRmA8M9988DNu5dnpmLgSURsUa/8kqSJEmSJGnq+jqn0hhOA27OzF9ExHuB\nI4DLRq0zNM5jx1u+1MyZazF9+rSlt4cnWLefZs1aZ8L75w0ox1gmy3bdgHKMNlmutl5LmDjbtQPM\nMdpk+6xNXc4mSZIkSVoxBlpUysze+ZXOAb4AnEXplTRiE+ByyrC52cDVddLuocy8Z6Lnnz9/4YoN\nvIyGh29vO8K4upqtq7mgu9m6mgu6nU2SJEmS1Mx4HQf6OafSg0TE1yJiy3pzDnANcAWwTUSsFxFr\nU+ZOuhj4PrBXXXcP4IJBZpUkSZIkSdL4+vntb1sDxwGbA/dGxJ6Ub4M7PSIWAncA+2fmXXUo3LnA\nEuDIzFwQEacDcyPiEsqk3/v1K6skSZIkSZKa6VtRKTOvovRGGu1rY6x7FmUYXO+yRcD+fQknSZIk\nSZKk5TLQ4W+SJEmSJElaNVhUkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlU\nkiRJkiRJUmMWlSRJkiRJktTY9LYDSHpoueDbe7W27Z1ffGZr25YkSZKkVY09lSRJkiRJktSYRSVJ\nkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlU\nkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmMWlSRJkiRJktSY\nRSVJkiRJkiQ1Nr2fTx4RTwa+CXwyM4+PiE2Bk4HVgXuB12XmjRFxL3Bpz0N3oRS8TgE2AxYB+2fm\nH/qZV5IkSZIkSVPTt55KETED+Cxwfs/io4ATM3Mn4Gzg0Lp8QWbO6fm3CHgtcGtmbg8cDRzTr6yS\nJEmSJElqpp/D3+4GXghc37PsbcDX6s/DwAYTPH4XSuEJ4DxguxUdUJIkSZIkScumb0WlzLwvM+8a\ntezOzFwUEdOAtwNfrXetGRFfjYhLI2Kk99JsSuGJzFwMLImINfqVV5IkSZIkSVPX1zmVxlILSqcB\nP8zMkaFx7wK+AiwBLoqIi8Z46NBkzz1z5lpMnz5t6e3h5Y+7TGbNWmfC++cNKMdYJst23YByjDZZ\nrrZeS5g427UDzDHaZPusTV3N1tVckiRJkrQyGnhRiTJR928z88iRBZl5wsjPEXE+8BTKsLnZwNUR\nsTowlJn3TPTE8+cv7E/ihoaHb287wri6mq2ruaC72bqaC7qbrau5JEmSJKnLxrtAP9CiUkTsDdyT\nmYf3LAvgcGBvYBpl7qSzKHMy7QWcC+wBXDDIrJIkSZIkSRpf34pKEbE1cBywOXBvROwJPBL4W0Rc\nWFf7VWa+LSL+DPwEWAyck5k/iYirgLkRcQmlwLRfv7JKkiRJkiSpmb4VlTLzKmDOFNd9zxjLFgH7\nr+BYkiRJkiRJWgH69u1vkiRJkiRJWnVNqagUEU8YY9mzV3wcSZIkSZIkrQwmHP4WEesBGwAnR8Rr\ngaF61+rAl4HH9zeeJEmSJEmSumiyOZWeAxwCPA34Yc/yxZRvZZMkSZIkSdJD0IRFpcz8HvC9iHhL\nZp4woEySJEmSJEnquKl++9s3IuKdwPrcPwSOzDysL6kkSZIkSZLUaVP99rfvAE+lDHtb1PNPkiRJ\nkiRJD0FT7al0R2Ye0NckkiRJkiRJWmlMtafS5RHxhL4mkSRJkiRJ0kpjqj2VdgcOjYhh4D7KvEpL\nMvMxfUsmSZIkSZKkzppqUeklfU0hSZIkSZKklcpUi0q7jLP8SysqiCRJkiRJklYeUy0q7dDz8xrA\ntsClWFSStAr55vf2bG3bL33BWa1tW5IkSZKWxZSKSpm5f+/tiFgLOLkviSRJkiRJktR5U/32twfI\nzIXA41ZwFkmSJEmSJK0kptRTKSIuBpb0LNoE+O++JJIkSZIkSVLnTXVOpQ/2/LwEuA24esXHkSRJ\nkiRJ0spgSsPfMvNHwGJg6/rv4Zm5ZOJHSZIkSZIkaVU1paJSRHwYOBbYmDL07TMR8b5+BpMkSZIk\nSVJ3TXX4287AczNzMUBETAcuAo7pVzBJkiRJkiR111S//W21kYISQGbeRxkOJ0mSJEmSpIegqfZU\nuioizgHOq7fnAj/tTyRJkiRJkiR13aRFpYjYAjgYeBWwLeXb3y7KzGOn8NgnA98EPpmZx0fEpsBp\nwDTgBmCfzLw7Ivau21gMnJiZJ0XE6sApwGbAImD/zPzDMvyOkiRJkiRJWsEmHP4WEbsAlwLrZOZ/\nZuYhwMnAWyNi60keOwP4LHB+z+IPA5/LzB2A3wEH1PUOA3YF5gCHRMT6wGuBWzNze+BonL9JkiRJ\nkiSpMyabU+lwYLfMXDCyIDP/B9gDOGqSx94NvBC4vmfZHOCc+vO3KIWkbYErM3NBZt5FKWJtB+wC\nnF3XPa8ukyRJkiRJUgdMVlQaysxrRi/MzF8Ca070wMy8rxaJes3IzLvrz/OAjYHZwHDPOg9aXicJ\nXxIRa0ySV5IkSZIkSQMw2ZxKa09w3wbLue2hFbR8qZkz12L69GlLbw9PsG4/zZq1zoT3zxtQjrFM\nlu26AeUYbbJcbb2WMHG2aweYY7TJ9lmbupqtq7mg29kkSZIkaSyTFZWuiYi3ZOYJvQsj4t3AFcuw\nvTsi4uG1B9MmlKFx11N6JY3YBLi8Z/nVddLuocy8Z6Innz9/4TJEWvGGh29vO8K4upqtq7mgu9m6\nmgu6m62ruaDb2SRJkiQ9tI13EXyyotI/Ad+IiH2BKynf2rYdcBvwomXIcR7wSuAr9f//ohSnvhgR\n6wH31ec/GFgX2As4lzKH0wXLsD1JkiRJkiT1wYRFpcy8EXh2/Ra4JwGLgDMy86LJnrh+O9xxwObA\nvRGxJ7A3cEpE/CPwJ+DUzLw3It5LKR4tAY7MzAURcTowNyIuoUz6vd8y/o6SJEmSJElawSbrqQRA\nZp4PnN/kiTPzKsq3vY02d4x1zwLOGrVsEbB/k21KkiRJkiRpMCb79jdJkiRJkiTpQSwqSZIkSZIk\nqTGLSpIkSZIkSWrMopIkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWrMopIkSZIk\nSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWpsetsBJEkTO+0He7a27X3mntXatiVJkiR1\nmz2VJEmSJEmS1JhFJUmSJEmSJDVmUUmSJEmSJEmNWVSSJEmSJElSYxaVJEmSJEmS1JhFJUmSJEmS\nJDVmUUmSJEmSJEmNWVSSJEmSJElSYxaVJEmSJEmS1JhFJUmSJEmSJDU2fZAbi4g3APv0LHomcBaw\nNXBzXXZsZn4nIvYGDgYWAydm5kmDzCpJkiRJkqTxDbSoVAtDJwFExE7Aq4AZwPsy89sj60XEDOAw\n4FnAPcCVEXF2Zt4yyLySJEmSJEkaW5vD3w4DPjLOfdsCV2bmgsy8C7gU2G5gySRJkiRJkjShgfZU\nGhER2wB/zswbIwLgwIg4FJgHHAjMBoZ7HjIP2HjgQSVJkiRJkjSmVopKwBuBU+rPpwE3Z+YvIuK9\nwBHAZaPWH5rKk86cuRbTp09bent4gnX7adasdSa8f96AcoxlsmzXDSjHaJPlauu1hImzXTvAHKNN\nts/a1NVsXc0F3c3W1VySJEmS2tdWUWkOcBBAZp7fs/wc4AuUybtn9yzfBLh8siedP3/hiku4HIaH\nb287wri6mq2ruaC72bqaC7qbrau5oLvZuppLkiRJ0uCMd7F54HMqRcSjgDsy8556+2sRsWW9ew5w\nDXAFsE1ErBcRa1PmU7p40FklSZIkSZI0tjZ6Km3MA0eAHQ+cHhELgTuA/TPzrjoU7lxgCXBkZi4Y\nfFRJkiRJkiSNZeBFpcy8CnhBz+0LgG3GWO8syjA4SZIkSZIkdczAh79JkiRJkiRp5WdRSZIkSZIk\nSY1ZVJIkSZIkSVJjFpUkSZIkSZLUmEUlSZIkSZIkNWZRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIk\nSZLUmEUlSZIkSZIkNWZRSZIkSZIkSY1NbzuAJGnl9YkL92pt24fOObO1bUuSJEmyp5IkSZIkSZKW\ngUUlSZIkSZIkNWZRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIkSZLUmEUlSZIkSZIkNWZRSZIkSZIk\nSY1ZVJIkSZIkSVJjFpUkSZIkSZLUmEUlSZIkSZIkNWZRSZIkSZIkSY1NH+TGImIOcCbwy7rof4CP\nAacB04AbgH0y8+6I2Bs4GFgMnJiZJw0yqyRJkiRJksbXRk+lH2XmnPrvIODDwOcycwfgd8ABETED\nOAzYFZgDHBIR67eQVZIkSZIkSWPowvC3OcA59edvUQpJ2wJXZuaCzLwLuBTYrp14kiRJkiRJGm2g\nw9+qv4uIc4D1gSOBGZl5d71vHrAxMBsY7nnMyHJJkiRJkiR1wKCLSr+lFJLOALYELhiVYWicx423\n/AFmzlyL6dOnLb09PMG6/TRr1joT3j9vQDnGMlm26waUY7TJcrX1WsLE2a4dYI7RJttnbepqtq7m\ngu5m62ou6HY2SZIk6aFgoEWlzLwOOL3e/H1E3AhsExEPr8PcNgGur/9m9zx0E+DyyZ5//vyFKzjx\nshkevr2hTB8fAAAgAElEQVTtCOPqarau5oLuZutqLuhutq7mgu5m62ou6HY2SZIkaVUy3gXdgc6p\nFBF7R8S76s+zgY2Ak4FX1lVeCfwXcAWl2LReRKxNmU/p4kFmlSRJkiRJ0vgGPfztHOCrEfFSYA3g\nrcDPgS9HxD8CfwJOzcx7I+K9wLnAEuDIzFww4KySpJXUfj/eq7Vtn/KcM1vbtiRJkjRIgx7+djuw\nxxh3zR1j3bOAs/oeSpIkSZIkSY0NdPibJEmSJEmSVg0WlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJ\nkiRJjVlUkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjU1vO4AkSQ8lr7/0qNa2\nfep2H2xt25IkSVr12FNJkiRJkiRJjVlUkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJ\nkiRJjVlUkiRJkiRJUmMWlSRJkiRJktSYRSVJkiRJkiQ1ZlFJkiRJkiRJjVlUkiRJkiRJUmPT2w4g\nSZLat98lX2ht26ds/9bWti1JkqRlZ08lSZIkSZIkNWZRSZIkSZIkSY0NfPhbRHwM2KFu+xjgJcDW\nwM11lWMz8zsRsTdwMLAYODEzTxp0VkmSJEmSJI1toEWliNgZeHJmPiciNgB+DvwQeF9mfrtnvRnA\nYcCzgHuAKyPi7My8ZZB5JUmSJEmSNLZBD3+7CNir/nwrMAOYNsZ62wJXZuaCzLwLuBTYbjARJUmS\nJEmSNJmB9lTKzEXAnfXmG4DvAouAAyPiUGAecCAwGxjueeg8YOMBRpUkSZIkSdIEBj6nEkBEvJRS\nVNoNeCZwc2b+IiLeCxwBXDbqIUNTed6ZM9di+vT7Oz4NT7BuP82atc6E988bUI6xTJbtugHlGG2y\nXG29ljBxtmsHmGO0yfZZm7qarau5oLvZupoLuputq7mgu9m6mkuSJEkTa2Oi7ucDHwB2z8wFwPk9\nd58DfAE4i9JbacQmwOWTPff8+QtXYNJlNzx8e9sRxtXVbF3NBd3N1tVc0N1sXc0F3c3W1VzQ3Wxd\nzQXdzdbVXJIkSSrGuwg40DmVIuIRwLHAi0cm3Y6Ir0XElnWVOcA1wBXANhGxXkSsTZlP6eJBZpUk\nSZIkSdL4Bt1T6dXAhsAZETGy7GTg9IhYCNwB7J+Zd9WhcOcCS4Aja68mSZIkSZIkdcCgJ+o+EThx\njLtOHWPdsyjD4CRJkiRJktQxAx3+JkmSJEmSpFWDRSVJkiRJkiQ1ZlFJkiRJkiRJjQ16om5JkqRG\n9rv4K61t+5QdXtfatiVJkrrOnkqSJEmSJElqzKKSJEmSJEmSGrOoJEmSJEmSpMacU0mSJGkZ7H/R\n11vb9sk7vqK1bUuSJI2wp5IkSZIkSZIas6gkSZIkSZKkxiwqSZIkSZIkqTGLSpIkSZIkSWrMibol\nSZJWMfv/6LutbfvknV7Y2rYlSdJg2VNJkiRJkiRJjVlUkiRJkiRJUmMOf5MkSdJAvOFHF7a27ZN2\nmtPatiVJWlXZU0mSJEmSJEmNWVSSJEmSJElSYxaVJEmSJEmS1JhFJUmSJEmSJDXmRN2SJElSR73l\nomxt2yfsGK1tW5K0crCoJEmSpIe8N110ZWvb/rcdt2lt25IkLY9OF5Ui4pPAs4ElwDszs713e0mS\nJEmSJC3V2aJSROwEbJWZz4mIJwJfAp7TcixJkiRJwEEX39zatj+7wwatbVuSdL/OFpWAXYBvAGTm\nryNiZkSsm5m3tZxLkiRJUkedcsmdrW17v+1ntLZtSWpDl4tKs4Grem4P12UWlSRJkiStdM6/6O5W\ntrvLjg+b8P5fnPe3ASV5sKftumZr25a0/IaWLFnSdoYxRcSJwHcy85v19iXAAZl5bbvJJEmSJEmS\ntFrbASZwPaVn0ohHATe0lEWSJEmSJEk9ulxU+j6wJ0BEPAO4PjNvbzeSJEmSJEmSoMPD3wAi4qPA\njsBi4O2ZeXXLkSRJkiRJkkTHi0qSJEmSJEnqpi4Pf5MkSZIkSVJHWVSSJGkVERFDbWeQtPKwzZDU\nlO2GRrOoJGmZRURn25CuvuF1cZ9FxLS2M0yki/usw1aHbu+zrmbrcJvRuVy2GasU24xl1MW/zRFd\nzdbV1xK6na2DOt9udFWH/zaXK5dzKjUQEU8ENgSuyMx72s4zIiKeDzwqM09uO0uviFgjM++JiNUy\nc3HbecYSEdsCC4DMzE78MUTEY4GZmfnTtrOMJSIeDwwB8zJzfkQMdWjfPQb4KzCUmXd25diLiCcA\n04EbMvPmruQCiIjtgCcBX+xKJoCI2IryJQ23dPA461y7ARARc4EPAS/NzPlt5+nV1XYjIgJYBNzU\npW+Y7WpbBrYZy8I2oznbjOa62m50/Byok+1GREzPzPvazjGWrrUbXf183qur7caKbDOsLk5RRLwY\n+Dfgg8Bn6ovQuojYCfgA8L8tR3mAiNgRODEiNs/MxV2ryvbk+VfgaOApXbjyGhEvBE4GPhoRX2o7\nz2gR8TzgP4GDgNMjYt0uvPkCRMQuwBnAe4GvRsSm9dhrtZ2LiF1rrrcAl0bEJh06mXoecBRwdW+m\ntv9ea67/oBxnZ0bEI7pwnHW13QCIiJ2BdwG/A2bXZZ1od7vabkTE7sB3gP0p3zQ7srzt47+TbRnY\nZjRlm7FsbDOa62q7sRKcA3Wx3ZgLfLArnzV7da3d6Orn815dbTdWdJvR+gnKyiAi1gL2A/bJzOcD\nawNvazUUSxudrwCvz8wLImJmRGzZkROW5wOPAI6MiC0yc0nbfzzj+DawEbAH8JQ2g9SG8B3Avpm5\nK/DoiHhym5l6RcQWlJPigzLzQOAaYFFEPKze31p7EhGPAo4A3pmZhwGX0nPy0ka2iBiKiFnAPwFv\nqvvsa8Bb6/1tn+g9GzgVeH9mXlHbj5kjJ+9t5as99Y6mvJYHAz8HpnfhOOvRmXYDICJ2AD4MHAlc\nAuwD0JGT4062G/V9/RWUv80PAOdHxIyIWKfl438T4HA61Jb1ZNsW+DLdazO2pKNtRs/foG3GFEXE\n5sA/07024+F0s80YiohH07F2o+Z6JN09B+ryucaOwAuA50fEpi3meICutRtd/Xzeq4vnGv1qM7pw\ncr4ymA48AZhZbx9NKZi07U7KScoj6+3/AL5A6SH0gpaLOGsB3wB+BRzVU1jqxDHX0wD+APgR5TV+\nZUS8OkovqzYspnT13iAiVgc2Bw6PiOMj4u9aytTrZuBi4LKI2AzYm/Lm8qOI2KzFE5eHAzdRjrUh\ngMz8GPAH4Oy2ropl5pLMHAZuBEaOt59Q2442r9TVtuFRwI+BdSJiNuWq8MeBK+rfa1sfYP8KXA7c\nVAut+1KOs2/3XEVppW3raLsB8FTg0My8DDib8ppu0mKeXsOUk5VOtRuZuZDSFf0ZEbEx5SriZ4BL\n2swFXA/8hnp+1oW2DCAi1gUeTXktu9Zm3EJpW2/sUpsRETN6bnamzagXHp8GvKtrbUZ9P7+FDp5r\nZOZdlPfyTrUZ9X3pOuDXdO8caB7lHGhEJ86Bqr8CV9CxdqOaT/kb2A54eW9hqcXi5WqUc43/16F2\nY3XgiXTv8/lS9VxjMfD0rrQbPW3Gb1iBbUYnPuB3VUQ8LSKeAkwD9sjMn9W71gEe17PeRi29kVwG\nzAW+GxGXUQpKuwO/BF4GrDHIPBHx1Cg2BA7PzFMpVzV/SSksbVn/eDZsq6GOiDXq/9Pqa3YbsH5m\nHkkp0H2Rntd2QJm2qifoC4EvAccCFwEnAq+hfPA5aJCZRuUbOY6mAefVxiiAj1CuQH0L+EFErDfo\nk4SI2A34PKVRvAF4UUS8PiIOB86kXBX7SESsMchjruc4m0GZd+Qn9a7ruL8IPHIFY6DqsbZRZn6d\nUojeg/IafjUz30D5mz130K9nRDyxXgV7OOVYewvwQ+CYzHw7cCFw1sjVnUHlqtlm1w83I24BNmyz\n3ai5nhgRzwBOzswr6zF+H+WDz5PqOm21tbOjDH++Azi3vmZPoOV2o+6znWr7fzqwAfAe4LR6/J9J\nO8f/oyPi7+p+ugnYJSL2b7stq9l2Az5K6W3zVcpV12/Sfpvx6ChztdxZF72Z0k50oc3YjfLBYcTt\ntHyuUXNtSpmD87OZeUVdvJhutBm7AZ+jtGHf68q5xsjfZr35VWA94H203GbUbI+NiGdRzvdvAF7c\nkXOgJ9R29hGUc6CRY60L50CPjYhnUo75xZQRAq2fa9T3ph2jXFT+98x8F/AJ4BnAK+L+YV3TB5Wp\nJ9vjKH+Ln8/Mn9Rz3NbONeq+2hS4A3hhZv6sbr8Tn8/rtkf+NgH+nTJU8N20f67x+Ih4Tj22bwRe\nuKLaDItK44gyBvjzwNsp3fwW1uWrAfcCf6u3/4EytnTNAeWaGxFfHbmdmT8CXgLMAy6tVwY+AWwG\nPH4QmUZyUU4G3gEcxv1XIm6gvAlfA7w7Ig4FDgQeNqhsPRl753lalJmLM/PnwF8j4qWULulnl1UH\nM+ysZ799EDiEcuI5F0jgysy8LzPfCWwVETGITKPyjeyzLTJzfmZ+HyAzv5+Zx9d9eDTlTXjtAWeb\nQ5ko8NnAcyl/rzcAT6ZctTgBOB5YkJn3DOrkYNQ+u5PSRXjEasC6db0DgH+LiIGdIETEHpQ3txMj\n4r2UXiSXUXoVjry2x1Bez4Gd7MX9Y+IPA94J/Fs9ofoucEHNdTRwFQNuO3r22acj4siIeFJm/g/w\nl4h4GS20GzXXyD47BvhElCteS7JMAPkd4LiIeGq2MPS4Z599ph5nNwJk5rltths9++z9wKcoJ6RD\nlJPQBTXjUZRjbp0B5tqD8j55fER8hPJ+eTuwJaXo1UpbVrPNofxd7gzsAJxL2T//Vf+11WaM7LMv\nUN4/v095PziD0iOozTZjTs3y7JqTelGytXONmmvk7/LUiPhsRGwfEatn5gLge7TbZsyh7LPnANtl\n5g+h/XONnuPssxHxcWB9Stswm/I32kqbUbMtnYOz/vsU8Bfg72vOts6BXkwpmn6AUhD8U8/dbZ8D\njeyzj1GG/ry7nmO3eq7R8970AUoxekbN8t+U1/DpwM4RcQhwQgxwmpOefXY8cFLNdU891/guA243\n6uemEynH1vGU8/8RrX0+H5VxZJ8dExEnUI6nJcBWtH+ucSrwnoh4GuX983rKe9JytxkWlcYQZQzw\nEZTixwe4vwGcUauJfwT+OyJeBLwJ+FLt3tbPTCN/qE8GXhYRS6+AZealwOsy868RsXGUiefW5IFd\nTvuZbSNK4/wOyhXf1YGhiFiz5vtfSrV9FmWfnp6ZfxtEtlEeMM8TQM04G/gXSlfwfSl/8MP9DhMR\nMyknUUdQPuRcTrka93zKCeeeEbFNPdmC0lV30Eb22RE9+2woIh4WEY+r/14JbE1pzAciykSB/wK8\nEXgVsHntZn1iZv5TlvHxj6H02Ht6RDxigCfJD9hn9Y125ATgb8Cfo0yOtydwdA7o2z0iYn1Ke/WP\nmfkSyhvZW4BbgS9k5g0RsX59PZ9KuQo1iFy9Y+LnUgri+9S776PMKfCYnlwDM2qfvYzSg+qoKN+4\nOTJX0EDbjZpr9DwCM7h/noqhzDwX+CTw/pFjcBC56vZHH2czKMN450SZR2CLKL0zB9pujLHPNqQU\n8D9CGTr7xIh4XUTsRflge/eAcq1bc705M59H2R8B/CUzP5SZ76CltqynnX0DpZ3duL53fws4LjNv\naqnN6N1nO1N68+4MvJRyvM2JiM1aajN635v+gfvPH9ek9FAa+LlG3f7o4+wmSi/VPaJ8U+/3KEWJ\nNtqM0e/nj6zLV2vzXGPUPtuF0rP974BrKT1uHhsR+wy6zajZeufgfB6lkDQzM0/IzP9XCyWbMeB2\nY1Q7uxvlg2rvHDdtngON3mdPpfayAe6h9A4deLsxxnvTOpRelyPv5z+lfFY4CHgd8PHMXDSgbCP7\nbJ/6N7BJbyE8M/8L+DQDajei9Hz7IOWz+TuArwNviog3123/Ebh6kJ/Px8jYe5ztQrlotSHlfPEa\n4PFttRvAyykjiV5GOe+5G/jXzHzXimgzLCqN7T7gT/XK0j3ATpRJA4+PiL0pXa3fSnkTfEtm/rrf\ngXr+UBcAr6Zc4TqlZ5U7I2J7yvCp9wAHZpnPZVBuBP6b0hjuCBwHfKxelYMy4dwWwAsGsb/GMXqe\npy3rCfJHgf1qcQ5KF9ibBpBnIfBb4I+ZeRtlbHdSjq0tgP+hHHcHAwdn5s0DyDTamHNjUbpa70vp\nAn4g8NoB7bMRG1Em8UzKSfvbIuIxIycnEbENpZvpm4G3ZuaCAZ4kj7XPFsHSq05Pp8xDcmhm/mpA\nmaD0yNgQGBmbfwyl0LsNsF5EvJzypnco5c1w3oByjR4T/xHqBzFKL76nUF7Lg4ADMnOQxdWx9tla\nlA/9X6WddgOmNo/ABZT5KwZ6QsWD99lHKT0LdgQeSykYfpDSC3iQ7cZYx9kW9YTzOMqVxC2AXYDX\nDPD4X42yv0aGNhxLmb/uufWiwtaUb2Zpoy0b3c6+PUqPuIWZeVtE7EmZg2TQbcZY++yPlKvAl1Ha\n2PdTjrFBtxmj99mBdZ/9jdJ+tNVmjN5nx1F6kDybsr+gzOFyOYNvM8baZ4+pF3GnU9qMkddzkG3G\nWMfZbZQ25HzKxM5bUQqag2wz4MFzcG4KHBsRJ0QZGvRM2jkHmvC9qecc6DgGfw40ep89BvhQRBxF\n6d34dMo57aDbjam8n29U19u75X22OffP9TpSkLuQAbUbtVfl1ZSLLrcB51EKTK+OiFdRPrO/jQF+\nPh/DWMfZpyifzc8FfkEpNA203agXt1cD1q3FonMow91OiogdogzV+yeWo80YWrKk9S966IwoY0YX\nAf8HbJOZl0cZBrcR5Q3kGZQrKW8AdgX+JzN/M6BcSyhd1NYdeUONiPOA6zLz9fX2bEqvg4dn5vwB\n5NqCMnzgr5STpUdTuscfT/nAtT3lSvB7KL2B7s3Ma/uda1TGJ1K6KA8Da2Tm7VFmvN+X0uvr8Mz8\nbe01dNsgqv91v91JmZfl3cDzKG+wu1Cu4vyc8mHn41G+PezezLy137l68k20z54EHJaZv6/H5Z+A\nGYPKFxFbUSYwHOotmkbEQZRj8bTMvC8ipmXmoihjlfuebQr77EOZ+YcoExruDZyZmX/sd66abSvK\nifAw8GLgHyl/n5sBG1PavNsz80P1itmMQRSk6z67g9KuPToz/1Tf6LahnFS9oL6WW9V1HpaZt/Q7\nV8020T57FKU9viMz31fXHxrECftk+yxLTy8iYsMsPVdXz8xBXdWf7DhbDNycmR+OMoz8EQN6n5rs\nONu9thWzMnM4Ih6WmX2/ctiT6zrK++SewAmZeVWUyYoPA9bMzEPq+jMHsb/qtqbazq5DaT8G3WaM\ntc/WovT6/VtmHhblG5zWHtTFmEn22Z2UOVLu7lk+6DZjouNs3SxzyVB7Ld3T71x1W5MdZ1/JzHtr\nj6E7GHybMd5xdjiwemYeWtdfMwfU+77us9spH57nUtrZh1PmQfkU5VyS2utgYO1Gg/emTYHXAmcM\n+Bxoon32acpxeDTlfWog7UaDfbYJZTqT32fm//U7V93mVI6zh2XmW+r6fX3f7Pkc/GfKhew9svRS\nJcrwyRcBO2fmwbW49N+D+Hw+KuNk++xTwP9v77zD7Sqq//2mUgSkBpEW+CILlCIq8AtqChIC0kSU\nJpBQRTABkd4CSJOiiKBBQUNROkFBqonSq0qkhA+gho6IhBKIgYT8/lhzyMnh3Jt7Qu7sudz1Pg8P\n3HP2vfvD2jOzZq9Zs2aGfCdFtnGjNjeTZxavD5yHZ1v+Bi+VcAwe0Dxc0v8+zJiRvdhXqZjv0TwT\nP9nkc/jLIMCEtFqCmd2Kp+YuKenKzLruADbEB+PaKs2meJGvc/F6ApvjGS05HMhQPBJ8C54OPFzS\nFDM7GRibJud/xDv6IpIe7WxNbWg8FvgHMA234W8lPWdml+Kp6Qeb2eP4qsCp+AS5szXV7PYZvBD3\na3hKd09JRycHsrOZLZJjot5E39xsdqiZPYmvKJ6YMaA0FA/CCXjNzP4iaVz6ejK+7exK3En3AmZm\nCii1YrOeeKHDqZ2tq07bIbgDeQ233Wn4yu+rkkam635vXpTyTTKsNjWx2e3MrrvwLv5iOMPMdsbH\n42MyBpTmZrPvpuuuTX10aqaXw7naLF23I7C+mR2jTGnfLbazxdIKYy4/Nbd2NtPMdsJtdpT8hKec\nut7Cx6/bgZ1SsOFBMzsKuMn8FKJnMwaUWhlnp8mzQ3OPGW3Z7HDcZitIeo58Wxg7YrMrgOm1BY8K\nxoy2bHYkcGPNZhkDSh2x2VV4P52W5uG5x4y2bHYEbrNa38wVUKofZ6fgp7cOxevcPJD64gFmNt7M\n1pQ0KeP7QEd80854cORHyQd0Oh202f5mNh5YOQUiciwqdNRmO+HZ2idXNG9sr5390czWkPR4JweU\nau/Bd+KnVm4LfNbMbpM0KM0V7wW+ZWZLSrqis7TMRePcbPbdZLNa38wRUKrpetLM3sDfTw7HyyMs\nkMbV483sZvyd9C8fZsyITCXAzJbCi8qdLD9B5xA8QDMab8SDgQfwBvI9PP32uQp0HYo72tGS7qy7\n7ml8ENpCkjpZUw98y8yFeMbKA2Z2LL53dVNgD/wIzEHAV/GI8nBJL3SmriY6P46n9h2DpxpuiKe1\nXi7pvHRNX/z0q/Vw23VqmqR5ra56u43GX7q2lvSY+er9Enidg+3w7QRZXiSSvuJsVqdtCfy0ocPx\nbYED8S0X59UciJldAKwo38efhXmw2ZbKlLrchs0OBk6V19yp7f1eH++nW+QIQrRjs8sk/cLMFk86\n7wG+D+xfcTvrajY7CN/+HDYr0GYNuibidjkYn4zej5/gejm+KnsAsF3GF7CuMM6GzTqmK2zWuq6u\nYrNH8F0BB+Nb8vrguycuwmuKHQ3skCnbpqv487BZx7QVZTPzGo0XMPs9+Ei8DtEReLBkxfTvNfFk\nkF2UdxtqcTZrQ1dtnP0ecBleSmcPfGdRr/T5Dh/WdlFTCUgP9xV8OxSSTscdx4l4g10XT+MfhRcf\n7fSAUhu6TsNXu04yTwXEzAbgdXm26uyAUtIwKzW6F/GTaZB0Ar7adDI+SN6HB08OAEblDiglTW3t\nu93ePDUSPOiVrc5Tstvz6Z7IjxaeDPzYzJbDo8RHALsDR+QMKCU9xdmsjvr6U2/ibewJYDebfbrO\nnsBU821nWZgHm+XcC99os/vxfjrKzL5qZv1xZ70TnuGYJaulHZs12xP/7YrbWVe0We46AmGzedf1\nOl77ajRem2VxYCy+SPMN4Pu5XloTXWGcDZt1gLBZ63QhmxVTg7ML+fOwWccoymbyDPVX8B0xSDoZ\nr0t0Oh5wuxzPXNoeOCB3QClRlM3a0FWbmz2BH2gxFc+U2xwPls8X23XrTKUUmFkKN/SOwPLArZIm\npu+PAYZKGpiyDXpnWmGdm66j8OrsX8KPUvynpKfb+HPzU9fK+J72v5vZXnjBtul4cPI9PNq5jqSv\nm9damKVM6Zp1Gjuy73YgHrxZHXhHGeo8pSykHvgJD2vgW0R643abhRfL3Dr990K5XryStiJtlu7f\nXv2paXhx+P8DfqwMdVDqdHV1m31K0slpReydjONakXviw2bzpC1sNv909cEnd4MlHWRet+Vd5auH\n1RXH2bBZc11hs9Z1dVWbVVaDs9RxNt0/bNa6tuJsZqnunJntgM+jx0l6JH13XNK2sbzuWpZaiA36\nirNZB3VNZPbcrBfwnubTduxuG1Qysy3xlLn/AX/F90CuCkwCbpP0ULruF3jxqlz1PDqqawxwaK6V\nkqTrQLwI2Z14UOQVPIurD74l7z0z+xl+ikeW4y4bNDbbd3s6vk96ULpmWeBs8p+OV9O4NLABnh45\nHTgh2e1cPKsrq91Ktpk1rz+1G35E7ZJpgrccnr65m6S3Murq6jY7F7dZzj36HbHZT/GskSzjbZ22\nsFnr2sJm81fXJ/Ax4zsZVzK7+jgbNvugrrBZ67q6ss2WT9qGd/dxtk5b2Kx1bUXZzNJR9imo9El8\nC9dLwHWSHk7XjAGOytkn6/QVZ7MWdNXmZrvO73G2W25/Mz8VZBc8+DEMT1PrhQdy1gA2N7MDzGw7\nvIByjwJ1rY8f655D18L4lqyRkrbFI6CbAAtLOkHSMcAG5kX41mf2ceDZMN93ux+wp6T9gOvxelSn\nAZPNbIL50cxD8bpFnf5MzWyAmQ0zsy/VPpP0iqQbJB0h6Ti8OOzOeKApq91KtFmdtn54jYVvSzoc\neBDfe/5nSSfiBdaXwmuM9SVfX/io2KxP+ieHrlZstjgZD5AIm82TtrBZ5+jaJOnqlUNX0tbVx9mw\n2WxdYbPWdX0UbDYUt1e3HmeTtrBZ69qKspmZbWZmX6tlzphZT3kJlR/hJ7F/w8xG1r0HZ6c0m82D\nrtrcbL6Ps90yqIS/6C2G10sC35M5CXgZeAxPDVsdr4WyS8YoaKu6XsmkqyfemVdOP/8q/fuzZjbY\nvGbGHsAOpFPgMul6HxW279bMNgHOwCcj+5jZrnXf9Uz/XoUK7VaazRq0FVl/Kmw2T7rCZq3rCpu1\nrqtIm5WqK2mJZ9m6trBZ69rCZq1rC5u1ri1s1rq20mw2FLjSzL6cAkuzzKy3pMnAKXi9IiP/+/n7\nFGizYnR15+1vW+OFpI+SdG/KxtkD6C/p4HTNQspwvHAX0bUt8AM8fXNV/AS4J4F+kg5L19SOJM+K\nFbTvNqVs9sKdxC8l3WRmI/B9taPb+J3sdrN0rHEJNmuircj6UyW1s2ba8ODvCMqyWU/59s4SbVZq\nOyvZZr1xe4wgbNYRXSWPGaW2//BNresquZ2Fb5oHbZTZzkq2Wfim1rUV1zeTnQ4C+uFFrX/XxnXZ\n34PTfWvZiiMoxGZJVxFjRrfJVDKz5WzOUySuw4/5PsjMBkh6W9I5wDpmtiZAjgZrZluZ2Zl1H11f\niIug2lkAABh8SURBVK5+5vtYSfcchx+RuDYwQ9K+ks7Es5WWT9dkDyil+9Yio3fgwa6tzWzt9N1x\nwKOkrWUZBuxekmbgHbpWS+d+YD0zWzQN4pjZxma2b9KUzW4pSIlm124qwWZzIOm9pO93+Okri+CD\n5UnyFM6ngR7ykwizFTQvrJ19QFuhNnsv/WeJNiu1nRVns5rvlDQjbNaSrpLHjKLaf/imD6Wr5HYW\nvmketIXNOkb4pg+lrYi+aWYbWTr1Ed+R81M8a+sMMzvMzEal64aZ2d5Je+7Eivf9Uwk2a6SUMaNb\nZCqZ2TZ4ytcjwMWSbkufLwtsiaeCnYk/gO8AOypDSp2ZDcKzf6Du2EjzYs7bVKhrU+Bo4A3gRUl7\nN7lmFWBD4NvANsp7tGr9amZtFaC2Utcf+B6zC4m/ABwJbNrZtkvP04BfAybpkRQ9XhV/jtsmrSvi\nAad+kp7pTE0N+jbGC6uPkTStBJvVaRsALAhMlvSvmraGazbET4b5XtLW6SmlZrYWHtmfIt/XXfu8\nP9XbrKm2hmuqsNkAfJL0lqQ76z7vT/U22xBYFHhd0gPtXFOFzT7Q/gux2UDcHxxUG9PqJsq1a6qw\n2Xr4wtgUSf+s+7w/FdqsRN9Up61p32y4popnGb6pdV0l+6amfbPhmips1nT8L8Rm4Zta1xa+qXVt\nc/inNq7JZjMzGwIcAxwm6QHzU9IulrSZmR2Ib3k7TdJoM1sCWEwZTjtv0NjUPzVcU0zfrFLXRz6o\nZGYfAy4ETpd0X/psQUn/q7tmC7yuzXTgbKXK8p2sazBwEr6fdm3gKUl/arimCl3rMvvUqofN7Apg\nb0mvp+974al1xwEzgVMkTexsXQ0aB+FF2wZLerPJ5P0TwOfwPbcLAWfUAnadrOtq3Ca3ANcq1bwy\n38t6tqRvmh8TujNedT9nhtJXgNH4Ptq7mnxfic3SvQcDZwG3AZdKurfuu76S3klBzMOBT+D/D49l\n0LUpfhzn48DrwMuSflL3fZU2a1NbxTbbBDgeuBuvw3arpIur7ptJWy1YPhEvUHga8M+kq488/bwK\nmw2mjfafvq/SZhsDJwD/Bc6VdEvdd7Vxt6q+eTTwFO4fn5F0St33VfmAIn1T0ta0b6bvqnyW4Zta\n1zUMPyW4VN/UtG8W4M+bjv/p+xJsVppvGgL8mPBNregaBhxFYb4p3XswvsA9h39K39WCTdlslsb+\nnwNfk/SYmS0GTAP2xhfe9wbG43PdXSXd0Fla2tG4CXAsTfxTxeNZm32zSl3dIai0MHAD3skfBi7B\n9xj+F9irPqrXXuR2PmtaAA8mjZd0n5ltCQwH9lOT48dz6Ur3WhM4EO/EvfHq8b8Dekoa1XBtX0nv\n5NCV7lebmO+IT/QeAHZuNnmv+51s+27N7BLgRbymkoCrJP3XvNr+6XjR9WHA/pKUQ1PS9XlgLHCk\npOvMM+E+CcyU9GiT67PYrO55ngM8LOk8M1sEqKUzP97kdzq9/pT5FsUFgSuAH0uaYGYb4CsmN0k6\nvcnvZLPZPGjLUrMrBZwvAy6UdL3V1RKzuuNh667P2TcXTdpOSGPur/Ax5Hk1WSHMZbN0r7MBSTq3\nA+0/p80G4YsH38Unx8cD++Mr6R+YOGRsZ33xZ3mBpD+khZBjgX9IOrTJ9Tlttj3wM+AeyvJNbfbN\nNq7P9Sw/h2f2HidpXCm+qe5+ZwOPS/pZCb4p3Wch/FmeI+nWUnxTulcfvJ7k+ZJu6EDfzGWzj+E+\n8zh5NsTcxv+cNmtVW27fNEnSzwvzTQOZ7Y/eoRzfVKuneoGkG0vyTel+2+H+6X4a/FOTazvVZmlO\nuBdeM3gn4N/AVfi7+S74c90qjXFDgGclPdVZetrQuC7+7jRa0u874J9y9s2zcN80phTfBN0gqARg\nXvjri3hq6S3AjbhTngycDAzAi6flDJDUIom98KP9DgYuq3UaM1sHPyngaknvZtS1BL5VsB/wWTwI\ndyFe6+lBPDiyIXBNTl1JW29JM8ysNgBtC6wDbNkwed8Y+JSk8zLrW0nSM+bF1gcDT+AZSy+Z2Thg\nafxI0Scy6xqAP9Oz8Oj/qcAUfJVkkqSj06C9mqRfZtRVe567Ax/HnfFv8GfbAw80nZRbW92KzRhg\nrLxgfk/gh/hWxhslnZ9WMPpLOj+HrnnQtkpGmy2Pr7DuD/xa0qNm9mm8rX0LmJoCiNn7pnltuGXw\nrbr743vNJ+Iv/jNxx3xyBe1seeBd3P8sB/wBH2srbf9J29J4luwfJSn9fChwqqRX68ba3O1sOTxo\n/y3gttT+ewAr4Suw90o6w3wFdNXMumbiK9Bv4JPiz1CAb0raeuMHgMytb64uaUwmXUvj5QeGAOcB\nb+PZ2yX4puXwQOpAfJX3euAiqvdNy+G22Ru4XNJDBfmmNXGbDcfHjTsK6Ztr4DY7ENgH7wsPU/H4\nX7K29CxfBTbG563XABdThm9aFdgCuFPS38xsSTwbo2rf9EV8HrsR3v7/XEL7T9q+hC9GLo4/1yLe\nnVKA/Ot4UGkR4JfA74ExwCclDWkr6JVB2wbAjvip5+dSyLtTepa98SDS0hTy3lSjuxTqHo+nCPfD\nV4Rfk7QZPllYBc8YyhZQwkW8k/49U74Vryee8lrjPXxgyhq4ke+3/AEe+X8KuEKePTUQWBK32YQK\nAkqDgD3MMw7GS5ogaSSe/n19isTW6hXdjQcOc/McgKTfA3fhJz0MNLNdcdtlDSiZ2WAz2wtflTgL\nn7T8EA9U7oLv5V7dvDbD3/CAay5ttee5GPAY/nKxD3CepJ3wvrCmmX0mp7Y6XX2Be4Gfmdke+JbQ\nPvgqzyrp8r8At+bQNY/actlsC3yF6Uy8vlptBeddvObHW+mldUW8X2Trm0nb1fjWgs3TKmZ//HSR\n4bjt1kqT6JztrGazsfgEaiAeiPhFle0/adsSn9htiS92IN/KOwNvY/XFRx/Ipc18W8FV+Fh2CnCW\nma2Qnulz+Laz/slH/JVMfbNO1/l4bY+7Je2Hn45aqW+q03YmsEkKKPXAnyXM2TfvxrO6c+jaDLgW\nz9zdBO+LJ+GLe1X7pprNLsQX0Ybiq+m/rNg31XSdChyGHxO9O/7CU5lvMrOeZrY43q73wF9czzaz\nT1bZN+t03QRsBdwtL4S8GtWP/0Vqa3iW38ffmYbh9V0r9U112sbjgZrXASS9igfgfp5+rsI3DcHf\nm/6F70j4WQm+KWkbnLT9B7i97t3pSeAPVfoneZbWNcA4fHfHNSmjZhdgWlp4yJ75kp7nKfiYei6e\nUXUqniRQmX+qa2ev4e/nW+ALDOdXPW+s0S2CSmlCPAbPHNnCzAaY2Vdx5/dg+r4SbPa2kBOAt8zs\nwvTzI1XpSp16Mj7oDDSzfvjEbylgopps0cvAKPzozR1wBwKApG/jg/gVZrYbnnnWWxkLYNdpea/u\neV6NT5r3xZ3zPrkzlICRwKb4hOA24Bzc0d6cNAofnBZPgdacxe9qz3N7ea2zsfhRmH2Str8CbwFL\nZdY2Cn+J2FXSWHz7z8eAf0s6UNJ4YF0zW1nSlApsVpQ285NXRgHDJX0deMPM9ktfTwWmp36xPX6i\nR99cfbNB2zeBKWa2j6SHJV0rPy3mQXwP/zK52lmdrt0kfRXPmloX76e9obr2n7SNTNo2x0+tPCB9\nfRTwvHnmL0nn65lstjY+kdsf2A2fpE8AbjKzZeSnntyLL3qsmNr/5Iy69sNXW/9jnoqOpL3wiXIl\nvqnBZiOAx8wzpGfhRWLfaeibfXJoS7qOwLdV7on7yRvx53ktVOebGp7nDniQ7U7gG6RAXBV9s+FZ\nDscDq5fgL1yTq/RN8lOHXsNflFcA/oy/XI83s09U1TcbdK0K9DWzT0uaWOX4X7K2Ol234AGlF4Hn\n8Zf82jWV+KYGm/UDNjezL6TvjgCeNi+NUbs+l2/6Cp5pOUrSJEm/wTMbf29m/apq/3XafgGMlNe+\nnZoCczX/9BgVvzulwNJFwFHyItgLA5vh2UDT1WQ7Y2dS9zwPlPSUpAl40OuPVOif6nSNlPSQvIbS\nLcB2VOibGumd+4ZVIel5MzsF3wY3Es8EGiXprYp1zapL7zsSODQNRC8XoOtCPGV+K2AJvJNlPcax\njmm4g/s00MvMrq4F3STta2b3AScCQyVNrUhjzW612hmL4Y7k62kQyk3NZmvhK4iX4Cm4M8zrPA3C\nV8aeq1Kbme0t6Zdm1hvY3cym4pPTzwDPVqRrHfOjSy9T2otsZqvjgbC++FaN3JSo7R08rbqWuXgq\nsHz67+nAm2Z2MLA5XjMuW3H69rSlVf9n8L7xf+RtZzVdtWyR8/Hn9h6wp5m9SXXtv6atFrj/IbOf\nZ088A2KAmT0l6S8ZdU3H080fSi/Ym+G1eD4NXJl8+6r4QtFrFeiaaL6lbD3gBDNbRNI+kvYxsweo\nxjfV2+zT+Hb2U8zr3hwPvGxmh+GB6v0z9s16XWvhW8VfxbdrnZmCcpvj/TK3b6p/nmvhi2kX4ePE\nvsk3fYr8fbOx/Q9Ln/WUdJiZrYzP06ryTeAvqOvhB8/8Gl9Mq/XNlcjfN+t1rYMvig5KtnoDeDnp\nzT3+dwVtk9L918CzqZYBtk/tvz/V+KZ6beskTeubbyN/DngI+KKZPZnLN6VF5FXxOkBT09h1KX58\n+2eBB8xsX9xmWdt/E20LAVcC76Q5xh7p3akq//Q+8p0vr5if1L49Xrcop08CPmCzN83rnV2GZ8Ut\nAJyXss02I6N/aqedPY+Pt99LfXM1qu2b3SNTqYaklyWNw1fH9pH096o1wex0TUnPAt+vOqBUQ17w\n6xC8lsYIZagc3w5HSjoEXwVbHfhGSo3E/PjOF4DNKgrezEEKLPVKP26jJoXTMlGz2QT85Ws4sERK\npz4XDzSNzLVq0o62tVIGyVg89ftjuBPeU9K/KtI1HrfZt8xsGTNbFq8/sgneR6vI1itR2xTg+Ibn\ntD68n5a+NPA1YN8K+majtlnA59N/L4lPpHbAg10521mjrt741rzL8NNsFsEnEFW0//ae50y8v76C\nB+Ry8m98Qgzezq/Ga3xcjNf46w9sgI9nLzT7Axl0DcMnoKcBK5nZBWZmwEvAsArafzNtpwNrkrIG\nga2B72TWVq9rKF6k+FxgGTN7Frff7lTjmxq1XYUHSC7BA0s9qMY3Nbb/K4Cf4JlJE/EaKV+hAt9U\ny87Gs6HvwMfVbfAXw2fwINz6ZO6bDbrulnRc0nEhHvCqavwvVlsbz3ILPJP2efzFehUq8E3t2OxX\neE3CK/CxNptvSovHl+C7AM7BM5QuxzMxz8H7wIpU4JuaaLsx/TwCWBgYk94FqvJPzZgAHINn42d/\n32xisz/gfnN/fOyfhG+Ly+qf2mlnh+C7sFahOt80B92iUHfQ9bE5j77cDs84uxfPoFoHOFHSixVK\n/ADWcNpPBfdvZrN78JeJlYCzqso8a6Lty3i9ncXxkxV+VYiums0WwYNd5ylzPbGuoK2GeT2e7SXt\nlladDgd2rzCw+j5J2w6SdjWzrfCVpp+mYEnVunaUtEtK318Mr99SuXNueJ4j8JT086tuZ/WY2dX4\nJG+qKijo2RZm9jt8AjhJUhXZoG1iZpfhCzQTlH9bdpuY2W/xF7J/y2tNFoOZXQvsVGG2dlPM7Cr8\nEII3quyX5jVZjsBfeE7EC07fBfwJeKqq8axB1wnAo/jCzETgkSrH/1K1NXmWj+Dz7RsqWoR8nyY2\nm4RnKV2JnxBWRQ2ehYCd8eDR+zs6Ut8cAbxdlW9qpi0F6MbhiwsqzT9VTTvP8zd42/tPFX6gHV3j\n8Dnk9NyaGuk229+Cro3qjmSWdLWZ/QcYjacN71RaQAnmPD69ovs3s9lxuM12rnJy3M7zXBofNEvS\ndRyzbVbZpL1kbXW8jNdu2QivmTKikBUwcG2PJm0H4tufKw0oJV4GHjE/pXFvXFflAaVE7Xn+P2BX\nfHWu6sBlX7ymxgz8tLV+MEeB1hJ0rYcveNytirfYwwe0fR5f2b9IUlVbpdrStQIwpYSAUpN2thRe\n86/SoFIb7f/dqvslni0+E3/RH4XXMN0Lf55Vjmf1ug7Ea4XuiQdIqh7/S9XW+CyF+6bKSkvU0Wiz\nx/FDXt6uqp2lQM1FwO80uy7QEHw+26NK39SGtsH4SXX3VO0DSqQNm22MZ55NqerdqZ12tgSeLFB5\nUCkylYIuRe2lOq2gn4bXK6o8C6Jkmths21Je9EvVVqouKF7bynidiEnAt0rRBeVqK1UXlKkt1TQY\niW99WBg/ce3R9n+r8ylVF5SrrVRdUK62UnXB+0fRLyXpzvTzAiWsnpeqC8rVVqouKF5bY12gKsuG\nzEGDtu+WMm6UTKnPs1RdEVQKuhypXtHmeNrmk1Xr6QqUbLNStZWqC8rVZmY9gWOBSyQ9VbWeekrV\nVqouKFebmS0GLIpvlX2paj01StUF5WorVReUq61UXTWq3vrfFqXqgnK1laoLytSWgr7L4KdrFrWt\nrGRtpVKqzUrVFUGloEtSojMpnZJtVqq2UnVBudrMrLekGXO/Mj+laitVF5StLQiCIAiCIKieCCoF\nQRAEQRAEQRAEQRAELdOzagFBEARBEARBEARBEARB1yOCSkEQBEEQBEEQBEEQBEHLRFApCIIgCIIg\nCIIgCIIgaJkIKgVBEARBEARBEARBEAQtE0GlIAiCIAi6NGb2kJltXPfzfmb294ZrnjCzL5jZZWa2\nfAt/+xIzGzEf5c7zfc3sIjM7oMm1T5jZRu38rbFmtlcnyAyCIAiCoJsTQaUgCIIgCLo6NwOb1P08\nFFjUzPoBmNlKwOLAXyTtKOn5CjTODy4Ahtd/kIJJMyXdXY2kIAiCIAi6M72rFhAEQRAEQfAhuQn4\nIXCkmfUC1gYuwwNNvwW+AtwqaZaZTU6ffyn9uxdgwGRgO6AHHrxZG3ga+BiAmS2S/tYSQB/gOkkn\nmdlYYBqwKrAcMFbSj8ysL3AusBqwKHCppDPT3zoZ+CKwEHAbcGhb923gdjxYtrakh9Nnu6Xfw8y+\nlOwwHVgY2E/SX2u/bGb9gTslrZB+Pg7oLeloMxsCjE463gX2lvQvMzsV2Dj9zeeB4ZKmz+V5BEEQ\nBEHQTYhMpSAIgiAIujp3Aaub2RLAF4CHgD8xO3tpEzzw1MhGwB7A54F1gc+ma9cA1gd2TZ+DZz/1\nkfTl9HtTzaw2j1pe0jBgIHC0mS0FHAC8IGkIsCGwo5mtY2bfTNcPkrQBHnTasp37vo+kWcCvSNlK\nZrYAsC1wUbpkaeA7kjYGfgIc2RHjmdnCwBjg65IGAT8Fzkj23B8YkP6/rwGW7cjfDIIgCIKgexCZ\nSkEQBEEQdGkkvWNmt+MZNWsA44E78UwhgCHAQU1+9X5J0wDM7FlgSTxT6O4UwHnbzO5L194FnGBm\nVwA3AOdLes/MAG5JOl4zsyeAT6V7rmBmg9LvL4gHkIYAA8zsz+nzjwOr4NlPze7byIXAfWZ2GLA1\ncJekl9N3L+HBoAXT350yF9PVWAvPsrom/f/0AmZJmmJmNwO3mdk44HJJz3XwbwZBEARB0A2IoFIQ\nBEEQBB8FbgYGAZ/Bs3XeNrMXzeyrwEuS/t3kd2Y0/Nwj/fNe3We9ACS9bGbrAgOAbYAHzexz6Zqe\nDX9jFr5d7ARJV9XfwMy+DPxC0hkNnx/c7L6NSHrBzB4CNsUzms6r+/pi4NuSJpjZlsDBDb8+q+Hn\nvume04FnJA1ucr9vmNkawBZ4cGk7SQ810xYEQRAEQfcjgkpBEARBEHwUuAnYB68R9ET6bAJer+jm\nFv7OY8A2ZtYDWATfuna1mW0KLCDpOuCuVIOoX/qdIcDZabvYaoDwTKntgavSNrkzgBPT5983s7Mk\nzTCzY4FL27pvGxovAPbEM4zqt/UtCzya6kp9E1ig4ffeAJZM292m49v1/gw8ASxtZmtJesTMBuIZ\nX38EtpH0Y+BxM/sEvi0vgkpBEARBEABRUykIgiAIgo8Akv6BF6d+sO7j8Xj2UrN6Sm1xM/AMcB9e\nv+ie2i3wYNAdaevaLZKeTt9NMbNr8aLboyW9hm+9m2pm9wD3Aq9JehWvS3QXcHf6blngn+3ctxnX\n44XGL5U0s+7zH+KBtOuAscCKZnZg7UtJU9LnDwLjgL+lz6cBuwAXmNltwA/S/8tzwHpmdr+Zjce3\n6bUV6AqCIAiCoBvSY9asxkzoIAiCIAiCoCOk09/ulHR+1VqCIAiCIAhyE5lKQRAEQRAEQRAEQRAE\nQctEplIQBEEQBEEQBEEQBEHQMpGpFARBEARBEARBEARBELRMBJWCIAiCIAiCIAiCIAiClomgUhAE\nQRAEQRAEQRAEQdAyEVQKgiAIgiAIgiAIgiAIWiaCSkEQBEEQBEEQBEEQBEHLRFApCIIgCIIgCIIg\nCIIgaJn/D0tjZ+b6fyGzAAAAAElFTkSuQmCC\n",
 941 |       "text/plain": [
 942 |        "<matplotlib.figure.Figure at 0x7f4a4f1e9400>"
 943 |       ]
 944 |      },
 945 |      "metadata": {},
 946 |      "output_type": "display_data"
 947 |     }
 948 |    ],
 949 |    "source": [
 950 |     "fig,ax= plt.subplots()\n",
 951 |     "fig.set_size_inches(20,5)\n",
 952 |     "windspeed = pd.DataFrame(data.windspeed.value_counts()).reset_index()\n",
 953 |     "plt.xticks(rotation=45) \n",
 954 |     "sn.barplot(data=windspeed,x=\"index\",y=\"windspeed\",ax=ax)\n",
 955 |     "ax.set(xlabel='Windspeed Values', ylabel='Count',title=\"Count Of Windspeed Values After Imputing\",label='big')"
 956 |    ]
 957 |   },
 958 |   {
 959 |    "cell_type": "markdown",
 960 |    "metadata": {},
 961 |    "source": [
 962 |     "**Coercing To Categorical Type**"
 963 |    ]
 964 |   },
 965 |   {
 966 |    "cell_type": "code",
 967 |    "execution_count": 10,
 968 |    "metadata": {
 969 |     "collapsed": true
 970 |    },
 971 |    "outputs": [],
 972 |    "source": [
 973 |     "categoricalFeatureNames = [\"season\",\"holiday\",\"workingday\",\"weather\",\"weekday\",\"month\",\"year\",\"hour\"]\n",
 974 |     "numericalFeatureNames = [\"temp\",\"humidity\",\"windspeed\",\"atemp\"]\n",
 975 |     "dropFeatures = ['casual',\"count\",\"datetime\",\"date\",\"registered\"]"
 976 |    ]
 977 |   },
 978 |   {
 979 |    "cell_type": "code",
 980 |    "execution_count": 11,
 981 |    "metadata": {
 982 |     "collapsed": true
 983 |    },
 984 |    "outputs": [],
 985 |    "source": [
 986 |     "for var in categoricalFeatureNames:\n",
 987 |     "    data[var] = data[var].astype(\"category\")"
 988 |    ]
 989 |   },
 990 |   {
 991 |    "cell_type": "markdown",
 992 |    "metadata": {},
 993 |    "source": [
 994 |     "**Splitting Train And Test Data**"
 995 |    ]
 996 |   },
 997 |   {
 998 |    "cell_type": "code",
 999 |    "execution_count": 13,
1000 |    "metadata": {
1001 |     "collapsed": true
1002 |    },
1003 |    "outputs": [],
1004 |    "source": [
1005 |     "dataTrain = data[pd.notnull(data['count'])].sort_values(by=[\"datetime\"])\n",
1006 |     "dataTest = data[~pd.notnull(data['count'])].sort_values(by=[\"datetime\"])\n",
1007 |     "datetimecol = dataTest[\"datetime\"]\n",
1008 |     "yLabels = dataTrain[\"count\"]\n",
1009 |     "# yLablesRegistered = dataTrain[\"registered\"]\n",
1010 |     "# yLablesCasual = dataTrain[\"casual\"]"
1011 |    ]
1012 |   },
1013 |   {
1014 |    "cell_type": "markdown",
1015 |    "metadata": {},
1016 |    "source": [
1017 |     "**Train and validator Split**"
1018 |    ]
1019 |   },
1020 |   {
1021 |    "cell_type": "code",
1022 |    "execution_count": 14,
1023 |    "metadata": {
1024 |     "collapsed": false
1025 |    },
1026 |    "outputs": [],
1027 |    "source": [
1028 |     "from sklearn.model_selection import train_test_split\n",
1029 |     "X_train, X_validate, y_train, y_validate = train_test_split( dataTrain, yLabels, test_size=0.3, random_state=42)\n",
1030 |     "dateTimeColValidate = X_validate[\"datetime\"]"
1031 |    ]
1032 |   },
1033 |   {
1034 |    "cell_type": "markdown",
1035 |    "metadata": {},
1036 |    "source": [
1037 |     "**Dropping  Unncessary Variables**"
1038 |    ]
1039 |   },
1040 |   {
1041 |    "cell_type": "code",
1042 |    "execution_count": 15,
1043 |    "metadata": {
1044 |     "collapsed": true
1045 |    },
1046 |    "outputs": [],
1047 |    "source": [
1048 |     "dataTrain  = dataTrain.drop(dropFeatures,axis=1)\n",
1049 |     "dataTest  = dataTest.drop(dropFeatures,axis=1)\n",
1050 |     "X_train = X_train.drop(dropFeatures,axis=1)\n",
1051 |     "X_validate = X_validate.drop(dropFeatures,axis=1)"
1052 |    ]
1053 |   },
1054 |   {
1055 |    "cell_type": "markdown",
1056 |    "metadata": {},
1057 |    "source": [
1058 |     "**RMSLE Scorer**"
1059 |    ]
1060 |   },
1061 |   {
1062 |    "cell_type": "code",
1063 |    "execution_count": 17,
1064 |    "metadata": {
1065 |     "collapsed": true
1066 |    },
1067 |    "outputs": [],
1068 |    "source": [
1069 |     "def rmsle(y, y_,convertExp=True):\n",
1070 |     "    if convertExp:\n",
1071 |     "        y = np.exp(y),\n",
1072 |     "        y_ = np.exp(y_)\n",
1073 |     "    log1 = np.nan_to_num(np.array([np.log(v + 1) for v in y]))\n",
1074 |     "    log2 = np.nan_to_num(np.array([np.log(v + 1) for v in y_]))\n",
1075 |     "    calc = (log1 - log2) ** 2\n",
1076 |     "    return np.sqrt(np.mean(calc))"
1077 |    ]
1078 |   },
1079 |   {
1080 |    "cell_type": "code",
1081 |    "execution_count": 18,
1082 |    "metadata": {
1083 |     "collapsed": true
1084 |    },
1085 |    "outputs": [],
1086 |    "source": [
1087 |     "import warnings\n",
1088 |     "pd.options.mode.chained_assignment = None\n",
1089 |     "warnings.filterwarnings(\"ignore\", category=DeprecationWarning)"
1090 |    ]
1091 |   },
1092 |   {
1093 |    "cell_type": "markdown",
1094 |    "metadata": {},
1095 |    "source": [
1096 |     "## **Linear Regression Model** ##"
1097 |    ]
1098 |   },
1099 |   {
1100 |    "cell_type": "code",
1101 |    "execution_count": 24,
1102 |    "metadata": {
1103 |     "collapsed": false
1104 |    },
1105 |    "outputs": [
1106 |     {
1107 |      "name": "stdout",
1108 |      "output_type": "stream",
1109 |      "text": [
1110 |       "RMSLE Value For Linear Regression In Validation:  0.983071037739\n"
1111 |      ]
1112 |     }
1113 |    ],
1114 |    "source": [
1115 |     "from sklearn.linear_model import LinearRegression,Ridge,Lasso\n",
1116 |     "from sklearn.model_selection import GridSearchCV\n",
1117 |     "\n",
1118 |     "# Initialize logistic regression model\n",
1119 |     "lModel = LinearRegression()\n",
1120 |     "\n",
1121 |     "# Train the model\n",
1122 |     "lModel.fit(X = X_train,y = np.log1p(y_train))\n",
1123 |     "\n",
1124 |     "# Make predictions\n",
1125 |     "preds = lModel.predict(X= X_validate)\n",
1126 |     "print (\"RMSLE Value For Linear Regression In Validation: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))\n"
1127 |    ]
1128 |   },
1129 |   {
1130 |    "cell_type": "markdown",
1131 |    "metadata": {},
1132 |    "source": [
1133 |     "**Visualizing Distribution Of Train And Test**"
1134 |    ]
1135 |   },
1136 |   {
1137 |    "cell_type": "code",
1138 |    "execution_count": 22,
1139 |    "metadata": {
1140 |     "collapsed": false
1141 |    },
1142 |    "outputs": [
1143 |     {
1144 |      "name": "stderr",
1145 |      "output_type": "stream",
1146 |      "text": [
1147 |       "/home/vivek/anaconda3/lib/python3.6/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
1148 |       "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
1149 |      ]
1150 |     },
1151 |     {
1152 |      "data": {
1153 |       "text/plain": [
1154 |        "[<matplotlib.text.Text at 0x7f4a487e3080>]"
1155 |       ]
1156 |      },
1157 |      "execution_count": 22,
1158 |      "metadata": {},
1159 |      "output_type": "execute_result"
1160 |     },
1161 |     {
1162 |      "data": {
1163 |       "image/png": 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uAO4E7h9yyf3AbcDLgFtDCBeP0eYdQFOM8VrgQeD6ifkakiRJ0vlp60i2p82b\n2O1pMLgYtnWNJEnTTybb024GHgaIMW4HqkMIFQAhhJVAc4xxf4yxH9iYXD9amzcAn0+OfyLG+M0J\n/j6SJEnSOWk72U1hQR6lczJahH9OBoph7/INapKkaSiTpNFioGnQ56bk2EjnjgB1Y7RZAbwmhLAp\nhPClEML884xbkiRJGrdUKkV7Rzflc4vJy8ub8P4ry4opKS5g10FXGkmSpp/zeZwy1m/T0c7lDfpv\njDF+MITwN8D7gb8crbPq6rkUFhacR4jT0PPHKC8rOf2xttY97+fKMRsfx+/8OXbj4/iNj+Mnjc/x\nE9309qUmvAj2gPy8PFYuqeDZPS2cONVDWenEb4GTJGmyZJI0auDFlUUAS4BDo5yrT451j9LmMPBI\ncux7wAfHunFLS0cG4c0c7Sc6T//8lR88d8a5m9bXT3U400ptbTlNTe3ZDmPacvzOn2M3Po7f+MyU\n8TPxpWxqbE7PNyvmTl4yZ+WSSp7d08LuQ21ctnLBpN1HkqSJlsn2tO8DtwOEEK4CGmKM7QAxxj1A\nRQhhRQihEHh9cv1obb4DvDrp92ogTtxXkSRJks7N4eQh5WStNAJYtaQCgF0HrWskSZpezrrSKMa4\nOYSwJYSwGegH7gohvA1ojTE+BLwb+GJy+YMxxh3AjqFtkvP3Aw+EEO4ETgBvndivI0mSJGXucLLS\nqHzu5CWNViZJI9+gJkmabjKqaRRjfN+QQ9sGnXsU2JBBG2KMHcDvnGOMkiRJ0qQ43HwKgIp5k7c9\nrXxuMQurS9nV0EZ/KkX+JBTcliRpMmSyPU2SJEmakQ63dFBcmM+cosl9+cqqJZWc6uql8djsqtkp\nSZreTBpJkiRpVurvT3Gk5RQV84rJm+TVP6vqk7pGDdY1kiRNHyaNJEmSNCsdbeukrz9F+SS+OW3A\nqiWVgHWNJEnTi0kjSZIkzUpHmif/zWkD6mvnUVyYz66DJo0kSdOHSSNJkiTNSkeOp4tgT+ab0wYU\nFuSzYnE5B4+e4FRX76TfT5KkiWDSSJIkSbPS0eOdAJSXTv72NICV9ZWkUrDnkKuNJEnTQ2G2A5Ak\nSdJwIYT7gOuAFHB3jPGJQeduAe4F+oCNMcZ7MmjzKuC7MUbf955oSlYalU1BTSN4sa7RroY21q2Y\nPyX3lCRpPFxpJEmSlGNCCDcCq2OMG4A7gfuHXHI/cBvwMuDWEMLFY7UJIZQA7wcOTUX800VT6ymK\nC/MpKS7V7dVnAAAgAElEQVSYkvutXJJ+g5rFsCVJ04VJI0mSpNxzM/AwQIxxO1AdQqgACCGsBJpj\njPtjjP3AxuT6UdsAfw38C9A9pd8ixx093klNVSl5eVOz+Kq6fA4LKuawq6GVVCo1JfeUJGk8TBpJ\nkiTlnsVA06DPTcmxkc4dAepGaxNCWANcEWP8yuSFO/2c7Oyho6uXmsqSKb3vyiWVtHf0nN4aJ0lS\nLrOmkSRJUu4baynMaOcGjt8H/Om53Ky6ei6FhVOzZWuq1NaWn/G59cBxAC5YXEF52eQmjgbf+/I1\nC3niuSMcae/mkjWLJvW+2TB0nDXxHOOp4ThPPsd4aox3nE0aSZIk5Z4GXlxZBLCEF+sRDT1Xnxzr\nHqFNF7AW+HwIAaAuhPBIjPHGsW7e0tIxruBzTW1tOU1N7Wcc27n7GABlcwpoP9E5qfcffO/FVXMA\n+OX2w1x6QdWk3neqjTTOmliO8dRwnCefYzw1xhrnTJNJJo0kSZJyz/eBDwL/FkK4CmiIMbYDxBj3\nhBAqQggrgAPA64E7gJoR2uwFVg10GkLYc7aE0WzR1JreHlZTVUpbx9SVelq+qJw5RQXEfS1Tdk9J\nks6XSSNJkqQcE2PcHELYEkLYDPQDd4UQ3ga0xhgfAt4NfDG5/MEY4w5gx9A22Yh9ujh6PL26qKay\nZEqTRoUF+Vy0tJJndjfTerKbynnFU3ZvSZLOlUkjSZKkHBRjfN+QQ9sGnXsU2JBBm6HnV0xIcDPA\nQCHq2qpSXjjUNqn32rT14Omfb1pfT1hWxTO7m9mx/zjXrF04qfeWJGk8fHuaJEmSZp2m1k7KSoso\nnTP1z1DXXlAN4BY1SVLOM2kkSZKkWaU/leJY6ylqKif3rWmjWVFXTnFhPnH/8azcX5KkTJk0kiRJ\n0qxyvL2L3r4UtVWlWbl/YUE+q+orOdh0kvYprKckSdK5MmkkSZKkWeVoa1IEuyo7K40AwgVVAOxw\ntZEkKYeZNJIkSdKscroIdmV2VhrB4LpGJo0kSbnLpJEkSZJmlcFvTsuWC+sqKLKukSQpx5k0kiRJ\n0qySC9vTigrzWbWkggNHTnCysydrcUiSNBaTRpIkSZpVjh4/RR6woCJ7SSOANcuqSGFdI0lS7jJp\nJEmSpFmlqbWT+RVzKCzI7lTYukaSpFxn0kiSJEmzRk9vP8fbu6jJYhHsASuXVFBYkGfSSJKUs0wa\nSZIkadY41tZJiuzWMxpQXFTAyroK9h1pt66RJCknmTSSJEnSrJELb04b7OIL55NKwa9faM52KJIk\nDWPSSJIkSbPG0YGkUQ5sTwNYf1ENANt2Hc1yJJIkDVeY7QAkSZKkqdLU2gnA/qZ2urb2ZTkaWLaw\njPkVc3h61zH6+vspyPeZriQpd5g0kiRJ0qwxsD2trLQ4K/fftPXgGZ9vWl/PFatq+K+nDvL8gVZC\n8kY1SZJygY8yJEmSNGscPd5JQX4epXMKsh3KaVcMbFF7/liWI5Ek6UwmjSRJkjRrHG09RVlpEXl5\nedkO5bR1y6soLspn6/PWNZIk5RaTRpIkSZoVOjp7ONnZS9ncomyHcoaiwgIuWTGfxuYODjd3ZDsc\nSZJOM2kkSZKkWaHpeLoIdllpbiWNYPAWNVcbSZJyh0kjSZIkzQpHWweKYOdg0mjVAgC3qEmSckpG\nb08LIdwHXAekgLtjjE8MOncLcC/QB2yMMd6TQZtXAd+NMebOZvIcN9KbNiRJkpS5gZVG5Tm2PQ2g\nsmwOF9ZVsPNAKx2dPcwtyb0YJUmzz1lXGoUQbgRWxxg3AHcC9w+55H7gNuBlwK0hhIvHahNCKAHe\nDxyamK8gSZIknV1TDq80ArjiogX09ad4+oXmbIciSRKQ2fa0m4GHAWKM24HqEEIFQAhhJdAcY9wf\nY+wHNibXj9oG+GvgX4DuifwikiRJ0liO5nBNI4D1SV2jp3Y2ZTkSSZLSMkkaLQYG/+ZqSo6NdO4I\nUDdamxDCGuCKGONXzjtiSZIk6Tw0HT/FvJJCiosKsh3KiJYtLGNhdSlbdx6lo7M32+FIkpRZTaMh\nxqpDNNq5geP3AX+a6Y2qq+dSWJibv9Qn3PPHKC8ryfjy2trySQxmenJMxsfxO3+O3fg4fuPj+EmZ\n6U+lONraSX3tvGyHMqq8vDyuv7yOrz3yAr/YfphXXGkNS0lSdmWSNGrgxZVFAEt4sR7R0HP1ybHu\nEdp0AWuBz4cQAOpCCI/EGG8c7cYtLR0ZhDdztJ/ozPjapqb2SYxk+qmtLXdMxsHxO3+O3fg4fuMz\nU8bPxJemQuuJbnr7+qmtzPwhXTa89NI6Hnp0N49uazBpJEnKuky2p30fuB0ghHAV0BBjbAeIMe4B\nKkIIK0IIhcDrk+tHarM3xrgqxnhdjPE64NBYCSNJkiRpojQdTxfBrq0qzXIkY6sun8Plqxawt7Gd\nfYenf1JYkjS9nTVpFGPcDGwJIWwm/Ra0u0IIbwshvCm55N3AF4GfAA/GGHeM1GZywpckSZLO7mjy\n5rSaHE8aAVx/RR0AP9nmy4YlSdmVUU2jGOP7hhzaNujco8CGDNoMPb8ik3tLkiRJ4zXw5rTayhKO\ntmVeEiAbLl+1gMqyYh57ppHfecWqnC3cLUma+TLZniZJkiRNa9NlexpAQX4+L7+sjo6uXn65o+ns\nDSRJmiTn8/Y0TbGW9i4ON3dQVJhPcVEBxUX59Pb1U1hgzk+SJCkTTa2d5AHzK3KrEPamrQfP+HzT\n+nTx65dfXse3H9vLo9sauO6SxSM1lSRp0pk0ynGNzR386MkD9PWnzji+Y18rd//O5VTMLc5SZJIk\nSdPH0dZTVJXPoahwejx0W1Q9l7UXVPHcvuMcaelgYfXcbIckSZqFpsdvzVmq6fgpfrzlAKlUimvW\nLmTDpYu4OtRywaIydh9q48Of3cKRZKm1JEmSRtbT20dLW9e02Jo22A3rlwDw7cf2ZjkSSdJsZdIo\nRzW3dZ5eYXT9FUtYt6Ka1UuruOTC+dy4fgmv27Ccwy2nuPc/nmRPY1u2w5UkScpZTS2nSJEugj2d\nXLt2EUtq5vHTpw9x6NjJbIcjSZqFTBrloLaT3fzgiQN09/bzssvqWL64/IzzeXl53HbjKu545Rra\nO3r4uy88xb7D7VmKVpIkKbc1NncAUDPNVhrl5+dx2w0rSaXg64+8kO1wJEmzkEmjHLTt+aN09fTx\nGxcvYuWSilGvu/nqpbzzjZfQ1d3Hx77xDJ3dvVMYpSRJ0vRwOFmlU1s1vVYaAaxfXcOq+gq27Ghi\nV0NrtsORJM0yJo1yzIlTPexpbKeqrJg1yyrPev216xZx6zXLONzcwWe/F0mlUmdtI0mSNJscHlhp\nVDm9VhpBeoX57TeuAuBrm3Y515MkTSmTRjlm+54WUim45ML55OXlZdTm9ptWcWFdBY89c5ifPd04\nyRFKkiRNLwPb06ZbIewB4YJqLl+1gOf2HeeZ3c3ZDkeSNIuYNMohXT197DxwnLlzCllRN/q2NIBN\nWw+e/vPTpw/xrjdeQumcQj73g8jBoxZKlCRJGnD42EkKC/KpLCvOdijn7c03rCQP+MqmXfT29Wc7\nHEnSLGHSKIfs2Hec3r4U61ZUU5Cf2SqjAbVVpfyP16ylu6eff/vGr+npdTIhSZIE6e1pNZUl5Ge4\nijsXXbConJddXsf+Iyf46qZd2Q5HkjRLmDTKEX19/Ty3r4WiwnxWZ1DLaCQvWbuQm66s50DTSR76\niW/YkCRJ6ujspb2jh5ppWAR7qN+/ZTV1C+by/Sf2syUeyXY4kqRZwKRRjoj7WjjV1ceaZZUUFxac\ndz+/94qLWFhVyvd+sY8d+49PYISSJEnTz9HWU8D0rWc0WElxIe/57UspLsrnUxu3c6SlI9shSZJm\nOJNGOSCVSrF1RxP5ebBuefW4+ppTXMAfveFiyIN//89nOdXVO0FRSpIkTT9NxzsBqJ2Gb04bSX1t\nGX/4qsCprj7+9eFf09Pbl+2QJEkzmEmjHLD7UDst7V0sX1zO3JKicfd3UX0lr71uOUdbO/nSj3ZO\nQISSJEnT08BKo5rK6bE9bfDLTjZtPTjiNS+9tI4brljCvsMn+MS3nrWWpSRp0pg0ygFbdqT3pJ/t\njWnn4o0vv5ALFpbxk18d4pc7miasX0mSpOmk6fjM2Z422O/fspqwrIotsYl//so2V5dLkiaFSaMs\nS6VSbIlNFBbkU7dg7oT1W1iQzzvecDFFhfl86tvbOZJMmCRJkmaTxuZ03Z+F1TMraVRcVMB7f+8K\nrlxdw/a9Lfz9F56i7WR3tsOSJM0wJo2y7GDTSY60nGJFXTmFBRP711FfW8Yf3Bro6OrlYw+5512S\nJM0+jc0dzK8ooXROYbZDmXBFhQW8502XcsMVdew93M69n9vCnsa2bIclSZpBTBpl2ZPJ61JX1ldO\nSv8vv7yO6y9PTyS++EPrG0mSpNmjq7uP5rYuli4sy3Yok6YgP5+3vnotr3/pCo60nOJDD2zhK//1\nPN09PiyUJI2fSaMs++WO9Na05Ysnrp7RUHe8cg3LFpaxaWsDm399aNLuI0mSlEsOJ6+kr5/BSaNN\nWw/yyLYG5lfM4ZXXLGVuSSHf+cU+/vJjm/nCD3dkOzxJ0jQ389bpTiOHmzs40HSS9RfVUFxUQFdX\nz6Tcp7govXT5bz/zBP/x3UhtVSmrl1ZNyr0kSZJyxaFj6aTR0trpmzQa+ga1m9bXj3pt3YJ5vOFl\nK9j2/FG272nhh08e4Fe7jnH5qgXULZhLXl7emO0lSRrKpFEWbUneanbVmtpJv9ei6rm887cu4SNf\ne5p//so2/vK/X8mKSVzdJEmSxieEcB9wHZAC7o4xPjHo3C3AvUAfsDHGeM9obUIIy4BPA0VAD/CW\nGGPjlH6ZLBkogr10YXmWI5k6RYX5vGTtQi6sq2Db80c50HSSHz55gNqqEi5eMZ/evv4Jr6MpSZq5\n/I2RRVviEfLz8li/umZK7nf5qhre8YaL6ezq4x+/tJUDTSem5L6SJOnchBBuBFbHGDcAdwL3D7nk\nfuA24GXArSGEi8do8yHgEzHGG4GHgPdOxXfIBQNJo5m0PW3T1oNn/BnNgsoSfvPqpbxuw3KWLSyj\n6Xgnj2xt4C/+dTNf3bTLN+tKkjJi0ihLjrV2svtQO2uXV1FWWjRl97123SKuu3QxJzt7ufezW/jm\nz3ZP2b0lSVLGbgYeBogxbgeqQwgVACGElUBzjHF/jLEf2JhcP1qb9wBfS/ptAhZM5RfJpsZjHRQV\n5lNbVZrtULJmQWUJr7iqnt96+QrWLa+mr6+fjT/fy/s+/hj3PPAE3/nFXppMIEmSRuH2tCz5ZbI1\n7eqwcFL6H/zkaeje9dVLK+nr6+fx7Uf4zs/3sWpJJZdcOH9S4pAkSedlMbBl0Oem5Fhb8t+mQeeO\nAKuAmpHaxBh3AIQQCoC7gL+dvLBzRyqVorG5g0XVpeTn52U7nKyrKpvDNesWcvftl/NkPMJjv25k\n+97j7D7Uzlf+axfLF5dzzdqFvGTtQhbO4iSbJOlMJo2y5Kmd6bnelVO0NW2otcuryc/P4/FnD/NP\nX97Km29YyWuuW05+npMqSZJy0Fi/oEc7d/p4kjD6LPDjGOOPznaz6uq5FBYWnFuEOebo8VN09fSx\nfEklALW1L9Y1Ki8ryVZYWVe/pIr6JVW88RVraD3Rxc9/3cjmXzWwbWcTexvb+eqmXdRUlbJySSUX\nLqngjlevJe8c5oeDx1mTwzGeGo7z5HOMp8Z4x9mkURac6upl54FWli8up6psTtbiWLOsiuryOfz8\nmcN87ZEXeKGhjbe+ei0V84qzFpMkSQKggfSKogFLgEOjnKtPjnWP0ebTwM4Y4wczuXlL8qr66ezZ\nPc0AVCfzmqam9tPn2k90ZiWmXDB4HACuWjWfq1bN58SpHp7a0cT3n9hPw7GTHD1+isefbeTbP9vN\nsoVlLF04j0XVc/nNq5aO2ndtbfmw/jWxHOOp4ThPPsd4aow1zpkmk0waZcFz+1ro609x2cqp2RI2\nVpHE2qpSPvC2a/i3bz7DUzuP8ty+x3jdhhW88iVLKZrmTxglSZrGvg98EPi3EMJVQEOMsR0gxrgn\nhFARQlgBHABeD9xBenvasDYhhDuA7hjjB7LxRbJloAh23fy5WY4ktwydFw6UMSgrLeL6K5bQl0rR\n3dPHwaaT7D9ygoNHT7J9bwvb97ZQXJTPz54+xPLF5dTXzKOgIH9YGQRJ0sxi0igLfv1C+snXpRdO\nXB3KsRJDZ1Mxr5j3/t4V/NcvD/KNn+7mq5t28Z2f7+XKNTUsX1zBzWM8UZIkSRMvxrg5hLAlhLAZ\n6AfuCiG8DWiNMT4EvBv4YnL5g0ndoh1D2yTn7wJKQgibks/PxhjfM1XfJVsOHUsnjRYvMGl0roqL\nCrhwSQUXLqmgrz/F4eYO9h85wf4jJ9h9qJ3dh9opKszngoVl1FSUcPGK+daNkqQZyqTRFEulUjz9\nwjFK5xSyqr4i2+GcVpCfzy0vWcaGSxfzsYd/zXN7W/jprxp58rkmjrd3ceP6JdRUWhRRkqSpEmN8\n35BD2wadexTYkEEbYowvnfjoct/ASqPFrjQal4L8PJbUzGNJzTyuXbeQ5rYu9jS2sftQO7sa2vin\nL29jbkkhF9VXsj4s5KbL67IdsiRpApk0mmKHW05xtLWTq0MtBfn52Q5nmHklRbxk7ULCBVU8t/c4\nuxpa+fZje9n42F7CBVVctaaWq9bUMr9i9haQlCRJua/xWAeVZcWUznG6O5ZzWa2el5fHgsoSFlSW\ncNWaWpqOd/JCQyu7G9r51a5j/GrXMbbFI7z6Ny5gzbKqcyqgLUnKTf4WnWJPv3AMgMtWTtzWtMlQ\nPreYa9Yt5Mo1NZQWF/LI1gae23ec5/Yd5ws/3MnyxeVceuF81i2v5qL6SoqLrH8kSZJyQ1dPH81t\nnYQLqrIdyoyVl5fHwupSFlaXcnVYyJ7GdnYdbGPbrmNs23WMmsoSLrlwPn9wa3DrmiRNYyaNptiL\n9Yympgj2eBUW5NPT189LL1vM+tU17D/Szr7DJ9h3uJ29je18+7G9FBbkc1F9BetWzOfi5dWsqCsf\ncxXV4CdaFk+UJEkT7XBzBylg8YJ52Q5lVigqzGf10kquWruIXftbeGZ3M/uPnOCRrQ08f6CVN92w\nkitX17jySJKmIZNGU6i7p4+4r4X62nnTcnvX3JJCwgXVhAuq6ent50hLB4eOpf8MrEJ6CCgpLmDN\nsirWXlDNuuXVLFtY5hMmSZI0ZaxnlD3p1Uf1tJ7o5te7j/FCQxsf/frTXFhXwW03ruTI8VNnXO8D\nREnKbSaNptCOA8fp7u3nsgl8a1q2FBXmU19bRn1tGQCd3b0cbj7FoWMnaT3RfXpfO8C8ksIzkkip\nVGrUJ02jvQZWkiQpUyaNsq+yrJiXXVbHpRfOZ+vOo+w+1MY/fGkrSxeWcc3aWsrnFmc7RElSBkwa\nTaHTW9NWTo+taeeipLiQ5YvLWb64HICTnT0cbu6g8dgpjp/o4qmdR3lq51EA5hQVsHh+KYsWzGXN\n0irqFsx1ubIkSZowA0mjugUmjbKtsmwON15Zz7HWTp587ggHjpygoekkl1xYzaU5XuNTkpRh0iiE\ncB9wHZAC7o4xPjHo3C3AvUAfsDHGeM9obUIIy4BPA0VAD/CWGGPjBH6fnPb0C8coLspn9dKZX5Rx\nXkkRK5dUsnJJJTetr+fo8VNs39fCc3uPs23XUfYePsHewyd4/NkjzK+Yw2UrF3DphQvo7u2juPDF\notquPJIkSefq0LEOCgvyWTANywHMVAsqS7j12mXsbWznydjE0y80s6uhjZqKEq5cU5vt8CRJozhr\n0iiEcCOwOsa4IYSwDvgUsGHQJfcDrwIOAo+EEL4G1I7S5kPAJ2KMXw4h3AW8F/irCf1GOepo6ykO\nHevgilULKCocvUj0TDQ48bN6WSUXLa2gvaOHxuYO+vtTPLO7mUe2NvDI1gby8tJ74etr5lFfW0ZV\nWbGrkCRJUsZSqRSNzR0sml9qTcUck5eXx4q6CpYuLOPpF5p55oVjfOTrT3Pl6hrueOWaaVnzU5Jm\nukxWGt0MPAwQY9weQqgOIVTEGNtCCCuB5hjjfoAQwsbk+tqR2gDvATqTfpuAqyb26+SuX+8e2Jrm\nMty8vDwq5hVTMa+Ym9bX09+f4oVDbTy96xibn2nkcPMpDjef4pc7jlJWWsTyxWUsX1zu00JJknRW\nx09009XdZz2jHFZYkM+Vq2u4sK6cXzxzmKd2HuXpF46xfnUN7/ytS8Z8C68kaWplkjRaDGwZ9Lkp\nOdaW/Ldp0LkjwCqgZqQ2McYdACGEAuAu4G/PO/JpZqCe0WU5WM9o6BawqZafn8dF9ZVcVF9JdcUc\nTnX1cujYSQ4cOcnBppM8s7uFZ3a3MK+kkCMtp3jJ2oWsrKtwBZIkSRrm4NETANQtmJflSHQ2VWVz\nuPXaZew62MaT8QhPPtdEU8sW3vqawIrFFdkOT5LE+RXCHuv/qY927vTxJGH0WeDHMcYfjXWj6uq5\nFA6qbzNd9fb1s31vC3U187hkzaKRL3r+GOVls28lTW1t+Rmfy8tKKC+DhQvKuGJNeuz2HW5n14Hj\n7G5o43uP7+d7j++ntrqU66+o55ZrL2DZovIR+9K5cfzOn2M3Po7f+Dh+0pn2NrYDsHyR/zamg7y8\nPC5aWsnShfN48rkmXmho454HnuTmq5fyputXUjrH9/ZIUjZl8r/CDaRXFA1YAhwa5Vx9cqx7jDaf\nBnbGGD94thu3tHRkEF7ui/taONXVy0svWUxTU/uo17Wf6Bz13Ew1dDxGGoPaijnUXrzo/2/vzqPb\nOs87j38vdoAAQRBcxV3bK8myZMt7vdRLUrt12rTNeuqmTdNppp20p+1Mp6fnTDvdt1lOp0tOZ+a0\nacedTpq2idukcR3Ha7zItizL2ixdiZJIieK+byCIbf64IESJlEXKBEGRv88JAtx7caEXr0nwwXPf\n93m5w1TTPTRNZ+8EF/on+dpL7XztpXa2NkZ5/N42TEM5AZ8Ci+tRXR15359NuTr13Qej/vtg1kv/\nKfElK6kjnzRqq9fP1Y0k4PNw3556tjSU88bxPp57u4vXj/byucd3sk+FskVESmYp37CfBX4T+F/G\nmH1At23bEwC2bXcYY8qNMa1AF/AR4Amc6WkLzjHGPAHM2rb960V4L2vWpXpGa29q2o3E7XbRVBOm\nqSZMJpPlfP8kw2MzvNcxwh9/5V38PjfNNWG2NkapigYWnb6m1ddERETWt46eCSIhL7GIv9RNketQ\nHy/jB+5t5ejZYY6dHebPvnaUW7Y6hbLj0Y03Kl9EpNSumTSybft1Y8xBY8zrQBb4gjHms8CYbdtP\nAT8DfDn/9K/k6xaduvKc/PEvAAFjzEv57fds2/53K/d21qajZ4fwuC12NMdK3ZR1w+120VZfzk98\n704GRxO8c2aYZ9/s4HTXGKe7xqgI+9jeVMHmhnJ862CKo4iIiFzbxPQsQ+Mz3Lw5rtqHNzC328Ut\n+ULZJztHebd9kBOdI/zQ/W08cnujCmWLiKyiJc3lsW37V67YdXjese8A9yzhHGzb/q7lNvBGNzaZ\n5HzfJLtaY/h9Sl5caSWKcFdVBHnisR186NZNfPn507RfHONC3wRvnejnnVMDbN4UxTRXEIv4F/x7\nGnkkIiKyfhTqGdVpatp6EA37+eUfuZXXjvby9y+283cvtPP68V5+/LEdtNUvXihbsZ6IyMpSAZgi\nK0xNa4uXuCXrn8tl0VBdRkN1GYlkmtNdY5y6MFq41caCbG+uoLk2gtulq48iIiLrTaGekZJG64Zl\nWdy3p569W+P8/YvtvHa0l9958m0e2dfIDz2gQtkiIsWmT9kim0sa3ax6RkUxdzUpEg5cVkQ76Pew\nZ0uc3W2VdA1MYp8fpWdomr6RBEF/P9saK9jWFC1Vs0VERKQIOjTSaN2KhHz85OO7+K7d9Tz5LZvn\nDnbxtt3PEx/ezr7t1ZqOKCJSJEoaFVE2m+P4uWFiET+bqspK3ZwNyeWyaK6N0FwbYWxyllMXRmm/\nOMaRM0McPTtER/cED+1rYGdLTMGGiIjIDa6zd5zyMp+KYK8ji003+63P3cnTb3Tyzf0dfPGpY+zZ\nEudTD2+lPq54W0RkpSlpVEQdvRNMJlI8sLdeCYk1IBr2ccfOGm7ZVkVHzzgnz49y8NQAB08NUFcZ\n4qF9Ddy7u45QwFvqpoqIiMgyjU/PMjSeZM8WFcFez+aSSNGwj8fvacU+P8KRM0McPzfMg7c0EK/w\nE/DpK46IyErRJ2oRHTs7BKie0Vrj9bjY1lTB1sYoTTURXnyniwMn+/nyc6f56stnuHNHLffsrsM0\nV+CaF3SqsKKIiMjaNVcEu1VT0zaMuQuCtZUh3jk1wPPvdOH1uNjdVsmOlhhej1ZZExH5oJQ0KqKj\n54ZwWRa7WmOlbooswrIstjZE2doQ5VOPbOOVw928dKibV4/28OrRHirL/dy9q457dtfRoOmFIiIi\na1pHzzigekYbjWVZtNRFaKwJF0YdHTo9yInOEW7eHOfe3XV4PVrBWETkeilpVCRjU7OcvTjOtsao\npjvdAMpDzhDn7727hVPnR3n9eC9vn+zn6Tc6efqNTlpqI1THArTVl2uVDhERkTWoozDSaPGl2GV9\nc7ssdrVWsrUhynsdI7zXMcyBk/20XxzjsbuaeWDvJvxeJY9ERJZL336L5NCpAXLAPlNT6qbIMrgs\nix0tMXa0xGiuDXOhf5Kz3eOc75+gs2+CgycHqIuHaK0vJ5nKXBZ8aLqaiIhI6XT0ThBVEewNz+d1\nc8u2Kna0VHDs7DDtXWN8+bnTfOO1Dj50eyMP72skHNQFXRGRpVLSqEjetvsBuG17dYlbItfL43bR\nVl9OW305iWSajp4JzvWM0zM0Tc/QNG8eh01VZbTVl9NYEy51c0VERDassalZRiaS7N2iOpLiCPg8\n3Ifyjb4AAB3LSURBVL6jhs//wE08/3YXL7zTxT+9co6n93dy165aHt7XqKmMIiJLoKRREUwmUpzs\nHKWtPkI8Gih1c2QFBP0edrbG2NkaY2J6lo7eCTp6JugamKJrYAq3y6K9a4w7d9ayZ0ul5s6LiIis\nos5e1TOSxZWHfPzQA5t57K5mvnO4m+cPdvHKkR5eOdJDVTTAtsYoLXURfF63Ro2LiCxCSaMiOHR6\ngGwux+2amrbmXbki2lJEQj5u3hzn5s1xRieThRFIB072c+BkP0G/m33bqrlzVy07W2J43Fq5Q0RE\npJgK9YzqVc9IFhf0e3j0zmY+fEcTx84O8cI7FzlyZojBsRnePNFPY3UZkaCP3Zsr10ztI63cKyJr\ngZJGRXDQHgDgNqOpaetdRdjPLdv87N0aZ3N9lDdP9PHWiT5eO9bLa8d6CQe93L6jhrt21rCtqQKX\nZZW6ySIiIutOR89cEWyNNJL357Is9mypYs+WKv5lfwfnesad+pV9k3zxqaO4XRb18RBNNWE+/uDW\nZdXIUpJHRNYjJY1W2PRMmuPnhmmqCVMTC5W6ObJKLMviXO84NbEgj9/TwsBoglQqx4GTfbx06CIv\nHbpIRdjHnTtruXNnLW31ESwlkERERD6wbC7Hme4xYhE/FWEVwZalCwe93Lw5zu62SoYnknT2TtDV\nP1koP7D/eB+1saCzSEpzjC2byolHAysWwynJJCI3AiWNVtjh9kEy2ZxGGW1glmUVEob1VW30jUxz\nrmeC7oEpnj1wgWcPXKAqGuCWrVXs3VrF9qYKvB5NYRMREbke53rGmZhOcf+e+lI3RW4Ai5UmsCyL\neHmAeHmAfdurmZie5UL/JD1D0/QPJ3j53W5efrcbgLKAh9b6cpprw9RXllEfD1EfDxEKaEU2EVmf\nlDRaYXOrpqmekQC4XBb18TLq42Vksjl6Bqc41zNOV/8Uzx3s4rmDXfh9bna3VbJ3SxV7tsQpL/OV\nutkiIiI3jMPtQwDs3VpV4pbIWnS99St3tVayq7WSbDbH8PgMfSMJ3C6Ljp4Jjp8b5vi54cvOKQt4\n8HndhINeygIeyoJewgEv8WiAyvIA5SGvRpmLyA1JSaMVNDOb5ti5YerjITZVlZW6ObLGuF0WjTVh\nGmvCZLI56itDHG4f4nD7IAftAQ7aA1g4RTx3tcYwTRVsbYwS8OnXVERE5GqOnBnE47bY1RordVNk\nHXK5LKoqglRVBAvTxyYTKS4OTNIzPE3v0DQ9Q9MMjiUYGE0wMpEsnDtX5xScOLCqIkhVuZ/K8gDx\naICB0QSRkJfK8oAWThGRNUvfRlfQkTNDpNJZbtMoI7kGt8uifzRBfVWIungT41MpugYm6RqYpKN3\nnHM943xzfycuy6KlLoJprmB7UwXbG6OEAl7NgRcREQFGJpKc75vkprZKXWSRVRMOejHNMUzz5YnK\nFw91kUxlmEqkmZpJMZlIFR5PJZxb3/D0gtezLIhF/HT1T7KjOcZNbZUE/fp5FpG1QZ9GK2j/sV4A\nblc9I1kGy7KIhn1Ew5Xc1FZJKp2lfySB3+vGvjBCR88E53rGeebN81hAU02YYMBDTSxIbSyoOfQi\nIrJhHT4zCMCeLfESt0TEiekCPg8Bn4d4NLDg+IO3NJCczTA0PsPw+AyvH+9lbHKWwbEEQ2NJXnjn\nIi+8cxGP28I0xygLeGipiyiBJCIlpU+gFTIwmuDImSHa6stprtVyr3L9vB4XDdVlhdFDydkM7d1j\n2OdHOXV+hLM9E6QzWezzo4Bztev0hVG2NVawrTFKfVUZLs2ZFxGRDeDIXD0jJY2kBK6nXpLf52ZT\nVRmbqsoYHJ8p7M9ks7TUlnPs7BDvnh4s1Ew6cLKfxuowWxujpDPZFWu7iMhSKWm0Ql48dJEc8Mht\nmiYkK+PKQKSy3M/du+u4Y1cNQ2NJ+kem6R9J0D+aYP/xPvYf7wOcQoxzCaRtjRW01EV47VjPZa+l\n6WwiInKjS6UzvNfp1JKcW7VUpJiuJ0m0VG6Xi60NUbY2RPnB+zczNDbDV148zZmL41zon+RC/yRv\nHO/lps1VtNaWEQp4Fc+JyKpQ0mgFzKYyvHK4m3DQyx07VM9IisvtclETC1ITCwKQy+UwTTFOd41y\numuM012jvNs+yLvtzpB9l8uiKhrIT2cLFc4TERG5kZ08P8psKsveLVo1TW4M10o6XXl8bgW3ofEZ\nznSNcbZ7nLdP9HHwJDTXRqivDLG9qUKrsolIUSlptALePNHH1Eyax+9pwetxl7o5ssFYlsWpLmeq\n2tbGKFsbo0zPpOkfTRRGIw2MJOgfSXCMYSwL3jjeh2muwDRVsK2xosTvQEREZPkOt6uekWwM8fIA\n8V0Bbt1eTc9wgsOnB+jsneAP/98hGqvLePi2Ru7ZVYffp+8hIrLylDT6gHK5HC8cvIhlacqPrB2h\ngIfWugitdU59rbni2n0j0/QNT3O+b15xbQs2N0TZUl/uJJGaKggHVVxbRETWrlwux+H2IYJ+D1sb\no6Vujsiq8Hpc3LQ5TlN1iP6RBCMTSQ7aAzz5jM0/vHiG+/fU89C+Bmo1XVNEVpCSRh/Q2e5xOvsm\n2Le9etFVEkTWgrni2g3VZQDcs6tuQXHtM11jPHvgAhYQDfuoqghSVR4gHg3w0fva8LhdpX0TIiIi\ned2DUwyNz3DHjhr9fZINx7IsaitDfOrhbYxMJHn53Yu8/G43zx64wLMHLrB7cyUP3drAzZvjl/1+\nXDn9TRe8RWQplDT6gJ5/pwuAh/fpQ1duHPvf6wUuFdd+6I5mznWN0jcyTe/wNIOjM4xOztLOGADf\neusCzbVh2urKaa2P0FBdRl1liIBPHyEiIrL6DpzsBzQ1TSQW8fOD92/mI9/VykF7gOff6eLY2WGO\nnR0mHPRy+44a7t5VqxF5InLd9I3vAxidTPL2yX7q4yF2tsRK3RyR6+Zxu6iLh6iLh9gLZLM5xqaS\nDI7NMDg6QzKVobN3grPd45edF4v4qY+HqK8soy4eoj4e4mz3OKGAB5fLKcqoq1giIrKSZmbTPH+w\ni7KAh33bq0vdHJE1weN2cdeuWu7aVcv5vgleO9rLWyf6eOnQRV46dJFo2EdNRZCmmjB18ZBG6InI\nkilp9AH8/YvtpDM5Hr2zWasWyLriclnEIgFikQDbGp196UyWkYkkQ+MzRII+eoam6Bma5r2OEd7r\nGLnsfMuCsoCXsqCHMxfHqI4GiUcDVEUDVFcEqQj7C0mlK2notIiIvJ+XDnUzNZPmo/e1EfQrlBW5\nUnNthObaCJ98eAsnO0d5870+3m0fzK+yO4bbZVETCzI5nWJnS4zW+ghul5JIIrI4/aW9Tic7R3jj\neB+tdRHuu7m+1M0RKTqP20V1RZDqiuBliZxEMk3fyDQ9Q87t+LkhJhNpJhMp+oYT9A0nFryW22VR\nWe6nKhqkKhpw6iflk0rTM2mCfrcSsSIissBsKsO33jpPwOfmkdsaS90ckZK68kLblR68pYGb2iq5\nqa2SbDbHP77czoX+KS4OTNIzNM3XvnMWAK/bRU1lkPturmdHc4ymmvBVL+6JyMajpNF1SGey/N9v\nn8ICPvOo0YeqbDhXC1Iqy/3cv3dTYTuTyTI14ySQ5m4hv4ehsRkGxmY40Tmy6Ou4LIuyoIdw0Mv+\nY72EQ14iIR/lIS/fd3eLaimJiGxQrxzpYWxqlu+7u0UrfYosg8tlURMLURMLcZupdi76DTu1LHuH\nprk4MMVXXmgHIOBzs2VTOe7CBcMAPq9bo79FNih987oO3377At2DUzx4awNt9eWlbo7ImuV2uygv\n81Fe5lv0eDqTZWpeQmluhNJkIsVUIkXP0PSCc/7l9U6iZT5qY0FqYiFqK/P3sSA1seCyEkqaCici\ncuNIZ7L865ud+DwuvueOplI3R+SGFvR7aK0vpzX/XWZqJkXvkJNEGhid4fgVpQcqwj46eydorYvQ\nVOMsiuL3ukvRdBFZZUoaLdPw+Axff7WDcNDLDz+wudTNEbmhedwuomE/0bB/0eOptJNUmkikmJie\nZWI6xfiUc3+6a4xTXWMLzikv8xGL+ImF/VRE/FSEfVSE/cQifirCfqJhH+GgF5emv4mI3FBeP9bL\n8HiSD9/edNWLESJyybWmr81XFvCypSHKlgZnlbWZ2QyDowkGRhP0jyYYGpvh5Xe7eTn/fMuCSMiJ\nuSojTpz12F3NVEYCmoUhss4oabQMmWyWJ79lk0xl+JEPb9OwaJEi83pcTuInsjCplMlmmZxO01IX\noX94mr7RBP35q2Pdg1N09k5c9XVdlkWkzIvbZRH0eQj43QT9HlKpLNGwj2h+dFS0zK/6SiIia0Aq\nneXp/Z143BaP3dVc6uaIrHsBn5vGmjCNNWHAWVl3y6YonX0TXOib5EL/BOd6Jxifmi3EXC+8cxGP\n2yIeDVJT4dyqY870tpqKIJXlARWvF7kB6bd2ibLZHF/65gmOnBliZ0uMe1X8WqSk3C4X0bCP0ckk\nPp+bppowTTVhHrylgVwux3QyzchEku8c7mZ6Js10Mk0s4md8cpaxqVnGppKMTCQZHk8WXvPY2eFF\n/h2LgM9JKrXURqjIX02bG8k0i0VuNoPfpyHaIiLFkM3l+Mtvvkf/aIJH9jUSW+RCgogUl8tl0VIX\noaUuUtj34qEuphJphidmGJlIMjY5y2QixehEkr7hhSUGwJkWV1nupzISIF7uJ1YeoDLi50L/JGVB\nD6GAB7fLpZIBImuIkkZLkM3l+D/PnGT/8T62bCrnZ3/4Zk1tEVnDLMuiLOClLOBlU1XZ5QdrLt9M\npbMkkmkSs2lmkpn8Y+d+JpkmkcyQmE0zND7D4NjMVf/NkN/jJJTCPqJhP+Gg17mFvIQDXiIhL2X5\nfUG/B5/HpRFMIiJL8I8vnuGtE/1sa4zyyYe3lLo5IpJnWZYT54S8NNdGLjs2m8owkUgxOX2pxEDA\n52F4Yobh8SQXB6au+roBn5uX3+0mnk8oVZYHnERTfrss6L1mHKW6lSIrR0mja8jlcvztt0/xypEe\nWmoj/OIn92pYpcg64vW48HquXqx7Ti6XY2Y2Uxi1ND2TproiyEwqS8/gJKMTzsil7sGrB0HzWZZT\nPyDodxPyO/dBv4eQ30Nw3i0UmHt86XjI7+GA3Y/bZRUCJgVDIrIeffvtCzzz1nnq4yF+7mN78Ho0\nqlPkRuDzuol73cTLA4sen01nmE6kmZpJMzWTYmomzXQiVdi+VqkBt8uiLOAhGPA6sVHAiY8CPjd+\nr5vekWm8bhcetwuP2yrsD3jd+PKP52KugE+lCETej7If76NnaIovP3+aY2eHaawu4z98+hZCAdUx\nElnLllP0cTksyyokcuLz9kfCATbFg4CTuEmmMoxPOcOzXz/WSzKVITmbIZnKMJO/T6UzzKaypNJZ\nJhPONLp0JrfsNrks8Hrc+LwuXj7UvSDxdCnhdGUyyl0IsPQFTETWolwux2tHe/m7504TLfPxi5/Y\nq1qSIiW2kjGWz+PGF3EvWrcSnM+AZCrDVMJJIm2KlzGcv0A3NZMiMeMknKaTaYbGEteMo/Yf77vq\nMZdlObFRwEPI7yUU8BCLBnBDIRkVyiengoXtS/d+78Kk0wcd6aSRUrKWLClpZIz5I+BuIAf8vG3b\nB+Yd+xDwe0AGeNq27d++2jnGmCbgbwA30AN8xrbtJGvM9Eyar792jucPdpHJ5tjVGuPz33+TghUR\neV9X/oFvqC67yjMXymZzpNJZZtMZZtNZbmqpJJF0gqFEMs17nSPMpjL552QvSzzNpjNcHJy8rsST\nx20tSCzNTzr5vU5Syud1rsp5PS58Hjf+/D6vJ3/M48LtduFyWbgsCqOg3C7L2eeyNK1XZJk2Wvw1\n52z3OF954TSnu8bw+9z8wif2UlURLHWzRGQVWZZFwOch4PMQjwYWJE2ujLnSmSyzqSzpTJZUxrlP\np3POfeHmbKfS2cL9bDrLbCqD1+NmeiZFz9QUs6nsstrqsqxCEmkuqTQ1k3LipPxIp4npFL58zDR3\n78RUl++bu09nspeNKBcppWsmjYwx3w1ss237HmPMTuBLwD3znvInwKPAReBlY8xXgeqrnPNbwBdt\n2/4HY8zvAZ8D/nxF39F1mkykOHZuiCPtQxw5M8R0Mk1VNMCnH9nGrduq9AsrIkXlcln4fe5CQe3e\nkUsFJD0eF3u2xK92akE2mysklPZsrnLqM+UTT0fODjnBUcpJSlWE/YXjiWSa0ckkQ2MzZLLLTzwt\nx1wA5HI5AaEnvyyvZVlYlhN4WZaz7Srcz9vnspieSRU+k90ui3h5ID/N8NLN53Evuj2XBHPuL3/s\n91xKjmm5YCm1jRJ/zZmeSXHqwhhvvNfLWyf6Abh1WxWffGgrtZWhErdORErtWqOcPPmpaCshk83h\n93sZHp12LualLiWXZtNZUqkMVRVBp2TBTJrpZKpQvmB0MMlsemHS6egii60shdtl4XZbfOO1jsuS\nTH6v25ly53Pnk2vOdsDrJuC/tO08z1kpOJB/7PFYuF0r01eyMSxlpNEjwD8B2LZ9whgTM8aU27Y9\nbozZDAzbtn0BwBjzdP751YudAzwI/HT+db8B/BIlCFrSmSz7j/VycXCK/pEEA6MJeoamyeacL0uV\n5X4eu6uZR+9s0tQNEblhuPIrvQV8bs71jl92bGdLbEmvkcnmLhvFNP/KXCbrPM7kt9PZHJl5V++y\nuRy5HFSVB8hkne1sNsfQ+EzhWK5wDzlyWJZFJuMEV3PHs/l7Z1+u8Nz8rsteJ5vLvW+B8uvlcVuX\nEkuexZNM8/fPH3nlyie3rPyIq7ltJ/k1N/oqnyCbO25dSpxZWOT/V9gHXDo299iymErnGBmZcvZa\nVv4c5/ku69LrFI7h/N/cqC/LuvR64CQe5/67ZbK5/LZzfFNVmUaLra51F38BpNIZTnSOFFZaGplM\ncq5nnAt9k8ylrFvqInz64a2Y5qV9bomIrCS3yxmFfa16l1eTyWbnjQbPkslkuamtMp98cmKs9zqG\n58VR+fv8diabW7DP47ZIpjJMTKeYTWU+8EU+y7qUaPO4LTxuF163C7fbyt+78Lqd+MWJW1yF0eNu\n1+UjyQv7rSu2L3vsWnAsWh5keiqJ2+3EQm7XVeKiq1xInH+xcS7mKby/K9/sFfsWC2esRZ43t3HN\n11vkH7bmbbzfv7fISzsxbjZHLpcj4PeUfMbTUpJGdcDBedsD+X3j+fuBecf6gS1A1VXOKZs3HLof\nKMm69faFUf7qX08WtoN+N5s3lbNnS5y9W6torC7TyCIR2ZDcLgu3z0Pg+uKkZYuEA0xMfrCkTy6f\n5HACqxyZrBNwZTI50tlsft+lwGz+MPW5RNhlybF5z0mls8zMpgtD3Is7Dmtte+LD23nktsZSN2Mj\nWXfxF8BTr5zjmTfPX7bP47bY1lTBjuYKTHMM01yhBKWI3LDcLhdBv4vgvHJNu9suHzE+N1jhemWz\nOVJzU+3S2UuP8/epTH5/4XGusG/uwl7h4lA2h9tlMZvOkE468c5sOku2yKPPZWlclsXvfv4uamOl\nG3V7PYWw3++v+NWOLbb/mtFAdXWkKBHDg9URHryjpRgvfd0eq45c+0kiIiKyUa1a/AXFi8G+8Mlb\n+cInby3GS19T9bxY6xMf3lGSNoiIgD6DZHVVf8Bcw1ImM3bjXKWaswmniOJixxry+652zqQxJnjF\nc0VERETkcoq/REREpOSWkjR6Fvg4gDFmH9Bt2/YEgG3bHUC5MabVGOMBPpJ//tXOeQ74WP51PwY8\ns3JvRURERGTdUPwlIiIiJWflljCf0hjzB8ADQBb4AnArMGbb9lPGmAeAP8w/9au2bf+3xc6xbfuw\nMaYeeBIIAJ3AT9i2nVrh9yQiIiJyw1P8JSIiIqW2pKSRiIiIiIiIiIhsLEuZniYiIiIiIiIiIhuM\nkkYiIiIiIiIiIrKAp9QN2OiMMX8E3A3kgJ+3bftAiZu0Zhlj/gtwP87P7e8DB4C/Adw4q8N8xrbt\npDHmCeAXcOo5/G/btv+yRE1eU/Ir5xwDfht4HvXdsuT75peBNPCfgSOoD6/JGBPGqaUSA/zAbwLv\nob67JmPMbuCfgT+ybfvPjDFNLLHfjDFe4K+BFiCDU8PmbCneh0ipKdZaWYrHVofituJTbFdcigGL\nazXjRI00KiFjzHcD22zbvgf4SeBPStykNcsY8xCwO99XjwH/A/gt4Iu2bd8PtAOfM8aU4Xzofwh4\nEPhFY0xlaVq95vwqMJx/rL5bBmNMHPh14D6cVYo+ivpwqT4L2LZtP4SzqtMfo767pnx//CnOF4U5\ny+m3HwFGbdu+D/hdnC92IhuOYq2VpXhsVSluKyLFdqvisygGLIrVjhOVNCqtR4B/ArBt+wQQM8aU\nl7ZJa9Z3gE/kH48CZTg/+F/P7/sGzi/DXcAB27bHbNtOAK8B965uU9ceY8wOYBfwzfyuB1HfLceH\ngOds256wbbvHtu3Poz5cqkEgnn8cy28/iPruWpLA9wHd8/Y9yNL77RHgqfxzn2Nj96VsbIq1Vpbi\nsVWguG1VKLYrPsWAxbOqcaKSRqVVBwzM2x7I75Mr2LadsW17Kr/5k8DTQJlt28n8vn6gnoV9Ord/\no/vvwL+ft62+W55WIGSM+box5hVjzCOoD5fEtu2/A5qNMe04XzZ+CfXdNdm2nc7/cZ9vOf1W2G/b\ndhbIGWN8xW21yJqkWGsFKR5bNYrbiq8VxXZFpRiweFY7TlTSaG2xSt2Atc4Y81GcIOVnrzh0tb7b\n8H1qjPkxYL9t2+eu8hT13bVZOFdKfhhnqO1fcXn/qA+vwhjzo8B527a3Ag8Df3bFU9R312e5/ab+\nFHHod2EFKB4rHsVtq0axXZEpBiypFY0TlTQqrW4uv9q1CadolSzCGPMo8J+A77VtewyYzBcJBGjA\n6c8r+3Ru/0b2OPBRY8wbwL8Bfg313XL1Aa/ns/pngAlgQn24JPcC3wKwbfswzufclPruuizn97aw\nP1/s0LJte3YV2yqyVijWWmGKx4pOcdvqUGxXfIoBV1fR4kQljUrrWZyiYBhj9gHdtm1PlLZJa5Mx\nJgr8V+Ajtm3PFQV8DvhY/vHHgGeAN4E7jDEV+Yr99wKvrHZ71xLbtj9l2/Ydtm3fDfwFzioc6rvl\neRZ42BjjyhdODKM+XKp2nPnUGGNagEng26jvrsdyfuae5VLdke8HXlzltoqsFYq1VpDiseJT3LZq\nFNsVn2LA1VW0ONHK5XJFabEsjTHmD4AHcJbA+0I+CytXMMZ8HvgN4NS83T+O88c0AHTiLBWYMsZ8\nHPiPOEvr/qlt23+7ys1ds4wxvwF04GT9n0R9t2TGmH+LMxQf4HdwlhhWH15D/g/Ul4BanOWZfw04\ngfrufRljbsOpadEKpICLwBM4y6Nes9+MMW6cz8dtOMUSP2vb9oXVfh8ia4FirZWjeGx1KW4rLsV2\nxaUYsHhWO05U0khERERERERERBbQ9DQREREREREREVlASSMREREREREREVlASSMREREREREREVlA\nSSMREREREREREVlASSMREREREREREVlASSMRuWEZY3601G0QERERERFZr5Q0EpEbkjGmAfjpUrdD\nRERERERkvbJyuVyp2yAi65gx5leBjwJZ4G+AZ4H/iZO09gC/Ytv2q8aYvwZetW37L/Ln5QAv8KtA\nHGgEtgEv2rb9c8aYl4FbgH+2bfvHVvddiYiIiIiIrH8aaSQiRWOMuR/4CHA3cB/wPcCfAn9u2/aD\nwM8ATy7hpW4FPg7cAfyEMSYG/DpwVAkjERERERGR4vCUugEisq7dBbxi23YGyAA/YIwZBT4FYNv2\nUWNMuTGm6hqv82r+NRLGmEGgsqitFhEREREREY00EpGiyrHwc+bKObFWfl9hvzHGd8Vz0oucIyIi\nIiIiIkWkpJGIFNPrwCPGGG/+9hLwLvAogDHmVmDItu0hYBxoyp/3CAuTS1fK4tQ8EhERERERkSJQ\n0khEisa27f3AV4FXgFeBp4CfAn7KGPMiTn2jz+Sf/iXg0/n9twBj13j540CtMebbxWi7iIiIiIjI\nRqfV00REREREREREZAGNNBIRERERERERkQWUNBIRERERERERkQWUNBIRERERERERkQWUNBIRERER\nERERkQWUNBIRERERERERkQWUNBIRERERERERkQWUNBIRERERERERkQWUNBIRERERERERkQX+Pzzu\naFQltnmIAAAAAElFTkSuQmCC\n",
1164 |       "text/plain": [
1165 |        "<matplotlib.figure.Figure at 0x7f4a48bc6eb8>"
1166 |       ]
1167 |      },
1168 |      "metadata": {},
1169 |      "output_type": "display_data"
1170 |     }
1171 |    ],
1172 |    "source": [
1173 |     "predsTest = lModel.predict(X=dataTest)\n",
1174 |     "fig,(ax1,ax2)= plt.subplots(ncols=2)\n",
1175 |     "fig.set_size_inches(20,5)\n",
1176 |     "sn.distplot(yLabels,ax=ax1,bins=100)\n",
1177 |     "sn.distplot(np.exp(predsTest),ax=ax2,bins=100)\n",
1178 |     "ax1.set(title=\"Training Set Distribution\")\n",
1179 |     "ax2.set(title=\"Test Set Distribution\")"
1180 |    ]
1181 |   },
1182 |   {
1183 |    "cell_type": "markdown",
1184 |    "metadata": {},
1185 |    "source": [
1186 |     "## **Regularization Model -  Ridge** ##"
1187 |    ]
1188 |   },
1189 |   {
1190 |    "cell_type": "code",
1191 |    "execution_count": 25,
1192 |    "metadata": {
1193 |     "collapsed": false
1194 |    },
1195 |    "outputs": [
1196 |     {
1197 |      "name": "stdout",
1198 |      "output_type": "stream",
1199 |      "text": [
1200 |       "{'alpha': 100, 'max_iter': 3000}\n",
1201 |       "RMSLE Value For Ridge Regression:  0.983144169959\n"
1202 |      ]
1203 |     },
1204 |     {
1205 |      "data": {
1206 |       "text/plain": [
1207 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f4a480bff98>"
1208 |       ]
1209 |      },
1210 |      "execution_count": 25,
1211 |      "metadata": {},
1212 |      "output_type": "execute_result"
1213 |     },
1214 |     {
1215 |      "data": {
1216 |       "image/png": 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XzmBSyais1KfBo7S0ONFbX0aDp8HG4EmSJEmSpN61JZO8tusoj67fy/b9Nd36iwrzWX3l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\n",
1217 |       "text/plain": [
1218 |        "<matplotlib.figure.Figure at 0x7f4a483f5a58>"
1219 |       ]
1220 |      },
1221 |      "metadata": {},
1222 |      "output_type": "display_data"
1223 |     }
1224 |    ],
1225 |    "source": [
1226 |     "from sklearn.linear_model import Ridge\n",
1227 |     "from sklearn.model_selection import GridSearchCV\n",
1228 |     "from sklearn import metrics\n",
1229 |     "\n",
1230 |     "ridge_m_ = Ridge()\n",
1231 |     "ridge_params_ = { 'max_iter':[3000],'alpha':[0.01,0.05,0.1, 1, 2, 3, 4, 10, 30,100,200,300,400,800,900,1000]}\n",
1232 |     "rmsle_scorer = metrics.make_scorer(rmsle, greater_is_better=False)\n",
1233 |     "grid_ridge_m = GridSearchCV( ridge_m_,\n",
1234 |     "                          ridge_params_,\n",
1235 |     "                          scoring = rmsle_scorer,\n",
1236 |     "                          cv=5)\n",
1237 |     "grid_ridge_m.fit(X = X_train,y = np.log1p(y_train))\n",
1238 |     "preds = grid_ridge_m.predict(X= X_validate)\n",
1239 |     "print (grid_ridge_m.best_params_)\n",
1240 |     "print (\"RMSLE Value For Ridge Regression: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))\n",
1241 |     "\n",
1242 |     "fig,ax= plt.subplots()\n",
1243 |     "fig.set_size_inches(20,5)\n",
1244 |     "df = pd.DataFrame(grid_ridge_m.grid_scores_)\n",
1245 |     "df[\"alpha\"] = df[\"parameters\"].apply(lambda x:x[\"alpha\"])\n",
1246 |     "df[\"rmsle\"] = df[\"mean_validation_score\"].apply(lambda x:-x)\n",
1247 |     "sn.pointplot(data=df,x=\"alpha\",y=\"rmsle\",ax=ax)"
1248 |    ]
1249 |   },
1250 |   {
1251 |    "cell_type": "markdown",
1252 |    "metadata": {},
1253 |    "source": [
1254 |     "## **Regularization Model - Lasso** ##"
1255 |    ]
1256 |   },
1257 |   {
1258 |    "cell_type": "code",
1259 |    "execution_count": 26,
1260 |    "metadata": {
1261 |     "collapsed": false
1262 |    },
1263 |    "outputs": [
1264 |     {
1265 |      "name": "stdout",
1266 |      "output_type": "stream",
1267 |      "text": [
1268 |       "{'alpha': 0.005, 'max_iter': 3000}\n",
1269 |       "RMSLE Value For Lasso Regression:  0.983083421084\n"
1270 |      ]
1271 |     },
1272 |     {
1273 |      "data": {
1274 |       "text/plain": [
1275 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f4a45cd9748>"
1276 |       ]
1277 |      },
1278 |      "execution_count": 26,
1279 |      "metadata": {},
1280 |      "output_type": "execute_result"
1281 |     },
1282 |     {
1283 |      "data": {
1284 |       "image/png": 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g7HSvivIzYj4vGArrdPdo9G5rQzrWPqTpmeXCI5e2l0dWHtVVF2hHRa68npQL\nfQkAAGxKsYZJlZJOGWOaNb9n0o1xqQoAAAAb1onOET2+/4TeOzkwO7a9PFf/4vqtathRdM78UDis\n091jsq2Dam4d1LH2YQWmQ0s+R4rbpe3luTLVBaqvzteOijylegmPAABYDbGGSf85rlUAAABgUzh8\nakB/++Omcxpgn+gc0d/+uEmfv6tO119cptM9o7KtQzrSOqijbUOaiiE82lqWo7pow+yd5XlKSyU8\nAgAgHlyOs/RtUCXJGPO31to/XoN6VszvH13+BQAAACDhgqGw/t3fv6KhselF57gkpaWmLBseuV1z\nwqPqfO2szFN6aqy/JwUAAMvx+XJcix2L9SduyBhzi6RXJM3+9LfWLr05HQAAAIh651jfkkGSFLld\n8EJBksslbS3NiTbMLlBtZZ4y0giPAABIhFh/An9R0h8r8ssiZ86frB0GAADAgsYmZ9TeO6Z2f+Sf\nQy39MZ/rcknVJTmzDbN3VeUTHgEAsE4suc3NGOO11s4sdYFY5sQT29wAAAASayYYVlf/eDQ0iv7Z\nO7bsKqTF7KzI0x9/skGZ6d5VrhQAAMTqQra5/coY8yVr7dGFDhpj6iT9D0m3XkB9AAAASAKO42hg\nJKA2/5g6/GNq6x1Th39c3QMTCoVX7/d7V+8uIUgCAGAdWy5M+kNJPzDGtEn6laS26HiVpDslVUr6\nbPzKAwAAQCJMTAXV0TcW3aY2Hg2QxjUZCK7oOmmpKar0ZanSl60KX5aeeqNN/cNTi87PSvfouj2l\nF1o+AACIo2Xv5maMcUn6qCLhUVV0+Ey49HNrbUK3mbHNDQAA4PyFwmF1D0ye7W0UDY/6RxYPfBbi\nckmlhZmq9GXPhkeVxdnakpcut+vsKvmOvnH99ffe0sjEuV0SUr1u/eEnGrR7a+EFvy4AAHBhltrm\ntmyYtN4RJgEAACzPcRwNjU1Htqf5x9TeO64O/5g6+8cVDK3s7VRuVqqqfFmq8GWrqjhblb5slW3J\nVKo3tnuzDI4G9NQbrXr53S6NTwWV6nXrqroS3XF1tSqKss7n5QEAgFV2wWGSMeZ3Jf07SYWK3MlN\nkmStrV6NAi8EYRIAAMB8gemQOvrG56w0iqw2Gptc2T1TUj1ulRedXWV0ZsVRblbqqtTpOI5mgmF5\nPW65XIu+XwUAAAlwIQ24z/iypC9KOr0qFQEAAOCChcOOeocm5wVG7f4x+QcntZLftrkk+fIz5gVG\nlcXZKs7zliN+AAAgAElEQVTPkNsdv5DH5XLFvJoJAACsH7GGScestS/GtRIAAAAsamRiWh29Y2rz\nn11x1Nk3rulgeEXXyUr3qKo4e3aLWoUvSxVFWUpPjfVtIQAA2OxifdfwijHmq5KelzR7Cw9r7XPx\nKAoAAGCzmgmG1Nk3oXb/mNp6x6I9jsY1Mj69out4Ulwq23JmlVGWqnyRACk/O5UtZQAA4ILEGibd\nFv3z2jljjiTCJAAAgPMQdhz1D0+ds0WtZ2BS4RXeIGVLbnpke1q0GXalL0slhZnypLjjVD0AANjM\nYgqTrLU3f3DMGPOJ1S8HAABg4xmfmomGRtEtatHwKDAdWtF1MtJSItvTooFRZXG2KoqylZnOFjUA\nALB2YnrnYYyplvQHkoqiQ2mSbpH00zjVBQAAkHSCobC6+yfUdiYw6o2ER4OjgRVdx+1yqWxLpip8\nWWf7G/myVZibxhY1AACQcLH+GuufJD0p6SOSHpL0UUm/t9xJxpg9kn4u6evW2oc+cOw2SV+VFJK0\nz1r7lej41yVdo8g2uj+y1h6IsUYAAIA14TiOBkcDZ7enRbeqdfVPKBRe2Ra1/OzU2bunnbmTWtmW\nLHk9bFEDAADrU6xhUtBa+1+MMXdaa/+HMeZhSd+X9OvFTjDGZEn6hqRnF5nyd5LukNQh6QVjzE8l\n+STVWmuvNcbUS/qW5vdpAgAAWFOTgaA6+sbn9zbqHdNEILj8yXOket2z/Ywif0YCpOwMb5wqBwAA\niI9Yw6QMY0ylpLAxZruk05K2LnNOQNLdkv7sgwei1xiw1rZFH++TdKsiYdLjkmStbTbGFBhjcq21\nIzHWCQAAcF5C4bB6ByfV1jt/tVHf8NSKruOSVFyYqUrf2TuoVRVnqSg/Q262qAEAgA0g1jDprxS5\no9tfS3pHka1p31vqBGttUFLQGLPQ4VJJ/jmPeyXtUKQn08E54/7oXMIkAACwKhzH0cj4tNr942rr\nHVNHdLVRR9+4gqHwiq6Vk+mds8oosuKovChLad6UOFUPAACQeLHeze3xM18bYwol5VhrB1exjsV+\nTbfsr+8KCjLl8fCGDQAAnGtqOqi2nlGd6hzRqe4Rneoc0enuEQ2PTa/oOl6PW9WlOaopzdW28lzV\nlOZqa3muCnLS41Q5AADA+hXr3dxqJH1N0hZr7c3GmE8YY16w1h47z+ftVGTF0RkV0bHpD4yXS+pa\n6kKDgxPnWQIAANgowo4j/9Dk7N3TIndSG1Pv4KRW1g5bKspLP3sHtWhT7OKCDKW45zfEDk7NyD81\ns3ovAgAAYB3x+XIWPRbrNrd/VOQubn8afXxU0v+WdPP5FGStPWWMyTXGbJXULuleSfcrss3ty5L+\nwRhzmaROa+3o+TwHAADYmMYmZ6J9jSJb1Np6x9XZN67ATGhF18lK90QCI1+2KqJb1CqKspSRFuvb\nIwAAgM0p1ndLXmvtL4wxfyJJ1toXF+mFNMsYc7kiq5m2Spoxxtwn6ReSTlprH5P0JUXuCCdJP7TW\nHpV01Bhz0BjziqSwpN9f6QsCAACJ09k3Lts2pHDY0dayHG0vy5XrPJtOzwTD6uqPrjSKrjhq84+t\neItaitulsi2ZqizOPtvfyJelgpy0864NAABgM4v5V2/GmHwpslLcGHORpIyl5ltrD0q6aYnjL0q6\ndoHx/zfWmgAAwPowMDKlR/Y16/1T81sq1pTk6Av31KuqOHvRcx3HUf/I1Pwtav5xdfdPKOysbJNa\nYW7avMCo0pet0i2Z8qS4lz8ZAAAAMXE5MbxJM8bcLOnvJZVJOq3IdrTPWGufi295y/P7R1faCgEA\nAKyisckZ/afvvKneockFj2emefQfPnu5yrZkaWIqeHZ7mn989uvJwMq2qKWnpqjClxXZohbtbVTh\ny1JWunc1XhIAAMCm5/PlLLqEO9aVSVbSdyR5JV0iaZ+kGyQlPEwCAACJ9dQbrYsGSZI0EQjqr773\ntjwpLvWPBFZ0bZdLKi3MjKw0ijbDrvJla0teOlvUAAAAEiTWMOlJSQcldUh6PzrGr/4AANjkHMfR\n/qYlb7wqSRoeX77PUV5W6mxgdGarWnlRpryelNUoFQAAAKsk1jCp31r7hbhWAgAAks50MKyRGIKi\nuVI9blX4smbvpFbpy1JFcbZyM1PjVCUAAABWU6xh0mPGmPslvSopeGbQWtsal6oAAEBS8Ka45XZJ\n4Rg6GN5/e632bNsiX36G3G62qAEAACSrWMOkBkn3S+qfM+ZIql71igAAQFIIhcN66o02xXInjEpf\nlm65rJI+RwAAABtArGHSNZIKrLUr65oJAAA2pK7+cT38RLNOdI7ENP/ua2sIkgAAADaIWMOkA5LS\nJREmAQCwiYXDjp4+0KafvXhCwVB4djw9NUXTM6EFt7v91o3bdc3u0jWsEgAAAPEUa5hUKemUMaZZ\n83sm3RiXqgAAwLrTMzChh/c163j78LzxK+qK9ZkP79L0dEjPv9Mp2zqosONoa2mubr60QpXF2Qmq\nGAAAAPEQa5j0n+NaBQAAWLfCjqNnD7brp8+3aDp4djVSdoZXn/nwLl1VXxIZyJTuu2lHgqoEAADA\nWnE5TixtM9cvv380uV8AAADrWO/QpB55olm2bWje+KW1RfrsnXXKy0pNUGUAAACIJ58vZ9GGl7Gu\nTAIAAJtI2HH0wtsd+tFvWhSYCc2OZ6V7dP/tu3T17hIaagMAAGxShEkAAGCevuFJPbLviJpPD84b\n37tjix64q0752WkJqgwAAADrAWESAACQJDmOoxcPdeqHzx3X1PTZ1UgZaR59+rZaXbenlNVIAAAA\nIEwCAADSwMiUvv3kEb13cmDe+J7thfrcnXUqzE1PUGUAAABYbwiTAADYxBzH0cvvduv7zx7TZCA4\nO56emqLfubVWjQ1lrEYCAADAPIRJAABsUoOjAX33V0d0qKV/3nh9TYE+f3edivIyElQZAAAA1jPC\nJAAANhnHcfTa4R5975mjGp86uxopzZuiT92yUzddUs5qJAAAACyKMAkAgE1keHxa3/3VEb19rG/e\neF11vj5/d718+axGAgAAwNIIkwAA2CTeaO7Ro08f1djkzOxYqset+27aoVsur5Sb1UgAAACIAWES\nAAAb3MjEtB59+qjePNI7b3xnZZ4evKdeJQWZCaoMAAAAyYgwCQCADeyg7dV3n7IanTi7Gsnrcevj\nN27X7VdUye1mNRIAAABWhjAJAIANaGxyRv/8zFG9frhn3vj28lw9eE+9yrZkJagyAAAAJDvCJAAA\nNpi3j/n13V9ZDY9Pz455Ulz6rcbtuuOqalYjAQAA4IIQJgEAsEGMT83o+78+plfe6543vrU0Rw/e\nU68KX3aCKgMAAMBGQpgEAMAG0NTSr28/2ayhsbOrkVLcLn30hm2665pqpbjdCawOAAAAGwlhEgAA\nSWxiKqgfPndM+5u65o1XF2frwXt3q6qY1UgAAABYXYRJAAAkqfdPDuiRJ5s1MBKYHUtxu3TvdVt1\nz7U18qSwGgkAAACrjzAJAIAkMxkI6se/Oa7n3+mcN17py9KD9+xWTWlOgioDAADAZkCYBABAEmk+\nPahH9jWrb3hqdsztcunua6v1keu2yethNRIAAADiizAJAIAkEJgO6SfPt+jZt9rnjZdtydQX792t\nbWW5CaoMAAAAmw1hEgAA69zRtiF964lm9Q5Nzo65XNKdV1XrY43b5PWkJLA6AAAAbDaESQAArFPT\nMyH97MUTeuZAm5w54yWFmXrwnnrtrMhLWG0AAADYvAiTAABYh453DOvhJ5rVMzAxO+aSdPuVVfr4\njduV6mU1EgAAABKDMAkAgHVkJhjSY/tP6qk3WuXMWY5UnJ+hL9xTr11V+YkrDgAAABBhEgAA68bJ\nrhF985eH1dU/MW/81ssrdd+HdigtldVIAAAASLy4hknGmK9LukaSI+mPrLUH5hz7qKQ/lxSQ9ANr\n7UPGGLek/yVpj6RpSf/GWnsknjUCAJBoM8GwfvHyST35WqvCc5YjFeWl6wt316uupiCB1QEAAADz\nxS1MMsZ8SFKttfZaY0y9pG9JujZ6zC3pIUmXSeqX9KQx5nFJV0rKs9ZeZ4zZIem/S7o3XjUCAJBo\np7tH9c0nDqvDPz5v/KZLK/Spm3coPZVFxAAAAFhf3HG89q2SHpcka22zpAJjTG70WJGkIWut31ob\nlvSspNsk1Up6I3pOi6QaYwxr+gEAG04wFNbj+0/oP333zXlBUmFumv70ty/RZ+8wBEkAAABYl+L5\nLrVU0sE5j/3RsZHo1znGmFpJpyTdLOl5SU2S/sQY87eSdkrarkjw1BPHOgEAWFNtvWN6+JeH1do7\nNm/8xr1l+u1bapWRRogEAACA9Wst3626znxhrXWMMQ8osvVtWNJJSS5r7ZPGmOslvahIsNQ897yF\nFBRkyuNh8RIAYP0LhcL6yW+O6QdPWwVDZ3sjbclL1x988hJdUV+SwOoAAACA2MQzTOpUZCXSGeWS\nus48sNa+IKlRkowxf6nICiVZa//8zBxjTIuk3qWeZHBwYqnDAACsCx3+MX3ziWad7h6dN379nlL9\n7m21ykz3yu8fXeRsAAAAYG35fDmLHotnmPS0pC9L+gdjzGWSOq21s++SjTFPSnpA0rikj0j6mjFm\nryJ3ffuCMeZOSW9FeyoBAJCUQuGwnnqjTY/vPzFvNVJeVqoeuLNOl9QWJbA6AAAAYOXiFiZZa18x\nxhw0xrwiKSzp940xn5M0bK19TNI/KhI4OZL+0lrbZ4wZkOQ2xrwhaUrS/fGqDwCAeOvqH9fDTzTr\nROfIvPFrdpfo07fvUnaGN0GVAQAAAOfP5TjO8rPWMb9/NLlfAABgwwmHHT3zZpt+9uIJzQTPLrDN\nyfTqs3cYXW6KE1gdAAAAsDyfL2fRHtbcLgYAgFXUMzChh/c163j78LzxK+uKdf+Hdyk3MzVBlQEA\nAACrgzAJAIBVEHYcPXewXT95vkXTc1YjZWd49ZkP79JV3KkNAAAAGwRhEgAAF6h3aFKPPNEs2zY0\nb/yyXT793h1GeVmsRgIAAMDGQZgEAMB5CjuOXni7Qz/6TYsCM6HZ8ax0j+6/fZeu3l0il2vRreYA\nAABAUiJMAgDgPPQNT+qRfUfUfHpw3vjeHVv0wF11ys9OS1BlAAAAQHwRJgEAsAKO42h/U5d+8Owx\nTU2fXY2UkebRp2+r1XV7SlmNBAAAgA2NMAkAgBgNjEzp208e0XsnB+aN79leqM/dWafC3PQEVQYA\nAACsHcIkAACW4TiOXnmvW9/79TFNBoKz4+mpKfqdW2vV2FDGaiQAAABsGoRJAAAsYWgsoO88eUSH\nWvrnjdfXFOjzd9epKC8jQZUBAAAAiUGYBADAAhzH0WuHe/S9Z45qfOrsaqQ0b4o+dctO3XRJOauR\nAAAAsCkRJgEA8AHD49P6p6es3jrqnzdeV52vz99dL18+q5EAAACweREmAQAwxxvNPXr06aMam5yZ\nHUv1uvXJm3bq5ssq5GY1EgAAADY5wiQAACSNTEzr0aeP6s0jvfPGd1bm6cF76lVSkJmgygAAAID1\nhTAJALDpHbS9+u5TVqMTZ1cjeT1ufeLG7brtiiq53axGAgAAAM4gTAIAbFpjkzP63jNH9drhnnnj\nO8pz9YV76lW2JStBlQEAAADrF2ESAGBTeudYn77zqyMaHp+eHfOkuPRbjdt1x1XVrEYCAAAAFkGY\nBADYVCamZvT9Xx/Ty+91zxvfWpqjB+/drYoiViMBAAAASyFMAgBsGk0t/fr2k80aGju7GinF7dJH\nb9imu66pVorbncDqAAAAgORAmAQA2PAmpoL64XPHtL+pa954dXG2Hrx3t6qKsxNUGQAAAJB8CJMA\nABva+6cG9Mi+Zg2MBGbHUtwu3XvdVt1zbY08KaxGAgAAAFaCMAkAsCFNBoL68fMtev7tjnnjlb4s\nPXjPbtWU5iSoMgAAACC5ESYBADac5tODemRfs/qGp2bH3C6X7r62Wh+5bpu8HlYjAQAAAOeLMAkA\nsGEEpkP6yQstevZg+7zx8qIsPXhPvbaV5SaoMgAAAGDjIEwCAGwIR9uG9K0nmtU7NDk75nJJd15d\nrY/dsE1eT0oCqwMAAAA2DsIkAEBSm54J6WcvntAzB9rkzBkvKczUg/fUa2dFXsJqAwAAADYiwiQA\nQNJq6RjWN59oVs/AxOyYS9LtV1bp4zduV6qX1UgAAADAaiNMAgAknZlgSI/vP6lfvdEqZ85ypOL8\nDH3hnnrtqspPXHEAAADABkeYBABIKie7RvTNXx5WV//EvPFbL6/UfR/aobRUViMBAAAA8USYBABI\nCjPBsP7PKye179VWhecsRyrKS9cX7q5XXU1BAqsDAAAANg/CJADAune6e1QPP3FY7f7xeeM3XVqh\nT928Q+mp/DgDAAAA1grvvgEA61YwFNYTr57WL185pVD47Gqkwtw0ff6uel20rTCB1QEAAACbE2ES\nAGBdausd08O/PKzW3rF54zfuLdNv31KrjDR+hAEAAACJwDtxAMC6EgqHte+1Vv3ipZPzViMV5KTp\ngTvr1LBjSwKrAwAAAECYBABYNzr6xvXwLw/rVPfovPHrLy7V795aq8x0b4IqAwAAAHAGYRIAIOHC\nYUdPvdGqx/afUDB0djVSXlaqHrizTpfUFiWwOgAAAABzESYBABKqq39c33qiWS2dI/PGr7moRJ++\nbZeyM1iNBAAAAKwnhEkAgIQIhx0982abfvbiCc0Ew7PjOZleffaOOl1ufAmsDgAAAMBi4homGWO+\nLukaSY6kP7LWHphz7KOS/lxSQNIPrLUPGWOyJX1XUoGkNElfttY+Fc8aAQBrr2dwQt96olnH2ofn\njV9ZV6z7P7xLuZmpCaoMAAAAwHLiFiYZYz4kqdZae60xpl7StyRdGz3mlvSQpMsk9Ut60hjzuKSP\nSbLW2n9vjCmX9JykunjVCABYW2HH0XMH2/WT51s0PWc1UnaGV5/58C5dVV+SwOoAAAAAxCKeK5Nu\nlfS4JFlrm40xBcaYXGvtiKQiSUPWWr8kGWOelXSbpD5JDdHzC6KPAQAbQO/QpB55olm2bWje+GW7\nfPq9O4zysliNBAAAACSDeIZJpZIOznnsj46NRL/OMcbUSjol6WZJz1tr/6sx5nPGmOOKhEn3xLE+\nAMAacBxHz7/TqR89d1yBmdDseFa6R/ffvktX7y6Ry+VKYIUAAAAAVmItG3DPflKw1jrGmAcU2fo2\nLOmkJJcx5jOSWq21dxpj9kp6WNIVS120oCBTHk9KHMsGAJyv3oEJfeNH7+idY/5541fuLtEffPIS\nFeamJ6gyAAAAAOcrnmFSpyIrkc4ol9R15oG19gVJjZJkjPlLRVYofUjSU9Hjh4wx5caYFGttSIsY\nHJxY/coBABfEcRztb+rSD549pqnps9/CM9I8+vRttbpuT6lCgRn5/TMJrBIAAADAYny+nEWPxTNM\nelrSlyX9gzHmMkmd1trRMweNMU9KekDSuKSPSPqapApJV0v6qTGmRtLYUkESAGD9GRiZ0rd/dUTv\nnRiYN75ne6E+d2cdq5EAAACAJOdyHCduFzfG/BdJN0oKS/p9SZdKGrbWPmaM+bik/yjJkfQ31tp/\nNsZkK7L1rUSRoOv/s9Y+t9Rz+P2j8XsBAICYOY6jV97r1vd+fUyTgeDseHpqin7n1lo1NpTRGwkA\nAABIEj5fzqJv3uMaJq0FwqSzhsYCev1wjwZHA8rO8OrKumKVFGYmuiwAm8DQWEDfefKIDrX0zxvf\nvbVAn7+rXlvyWI0EAAAAJBPCpA0u7Dj62Qsn9NQbrQqF5//ruPaiEj1wZ51SvTQpB7D6HMfR64d7\n9M/PHNX41NnVSGneFH3qlp266ZJyViMBAAAASWipMGkt7+aGOPnZCye077XTCx579f0eTc+E9X/9\n1h4+0GGW4zhq6RiRbRtUOOxoa1muLtpaKLebvyM4V9/wpF4/3KOB0YCy0726sr5Ylb5sDY9P65+e\nsnrr6Pw7tdVV5+vzd9fLl5+RoIoBAAAAxBNhUpIbHgvoqTdal5xz8KhfJ7pGtKM8b42qwnrWMzih\nf/j5+zrVPTpvvDg/Q1/8yG7trODvCSLCYUc/fO64fn2wTXMXsf6fV05pe1mOegYn561GSvW69cmb\ndurmyyrkJrwGAAAANiy2uSW5pw+06QfPHlt2XorbpfTUFLndLrndLqW4XXK7on+eGXOd/fqDjxea\nv9j5KW6XXG4t+RyROfMff/CaqzXH7ZbcLhcrsxQJH7/87QMaGpte8HiaN0X//jOXqbpk8VtAYvP4\nwbPH9PSBtpjm7qzM04P31KukgD5tAAAAwEbANrcNbGg0ENO8UNiZt4JgM3LPC5y0onDszPElQ60P\nPF7omm6X5sxxnzO20HU/+LwLPtcytZ6Zs++104sGSZIUmAnp8f0n9Yf3Nazhf5n1banAfckke5GD\nzhJnnU+2v/Q5Cx9c6pwzh4ZGA3omhiDJk+LSfR/aoduuqGKbJAAAALBJECYluexMb6JLSBphx1E4\n5CgYSnQl69s7x/v0r//m+SXnLB5GrF1QslQos3iQg9V22S6fPnxVdaLLAAAAALCGCJOS3BXGp58+\n37Lsh+RP31arraW5CoXDCocdhZ3IaqVw2FEo7MhxnHmPw86cr2Od4zhyPvA4HJ4/J+xI4XD4A3N0\nzjWXeo65xxEfM8FwoktAkpie4e8KAAAAsNkQJiW54oJMXXdxqV5+t3vRObWVebrl8soN2RB3ofBp\nNrhaLNSKznHCmg3Xzs7RnDnh6Jxzrzv/Ogs/99znnfs4ljnhc543HAndlngOwjUkQg6rIwEAAIBN\nhzBpA/jsHUbTM2EdONJ7zrHayjz92080bMggSYr2QUpxSSmJrmR9+OBKrg+GT48+fVTvHO9b8hpl\nWzL1rz5ykSTpfP7aLNbofNFLLfEci5+zwudY/JQl5i9+wkpfy5JPvcLXsvS1Fhte5DmWuNjAyJS+\n+uhbSz2bJOma3SXLzgEAAACwsRAmbQBeT4q+9LE9urNrRK+8263BsYCyMzy6qr5E9TUF3MVsEzkT\nrnkWCdc+1rhN753s1//f3v3HalXXARx/X0dJID8uSSpoEMU+OGmuwIoxQIOymmsr/YPWlrTqD4dl\n649m2sqt1jA1N2tLWzlms7WQQaxwuWLiENdcS4yMj66yVDRII2Aw4MrTH89hu17u89xzbw/nOQ/3\n/dru9txzvufZ57t9ds73fJ7v95yB11vPYrpuxTuZc6FvcxvvZkydyPLLZ/HYrr0t2yx4+3QWzOmv\nMCpJkiRJddDX7k1FvWD//kO93QGpYk8992/u2/Jnjp1445PIz+nr41Or5rNy0cVdikx1M/D6SdY/\nvIedu09fRnvpnH7WfmIhkya6zE2SJEk6G82cOaX1ogyLSdL4c/DIcR5/+mX2/PMAJxsN5l44hRWX\nz+L86W/pdmiqoRf3HWbn7uasx8kTm7Me5188zVmPkiRJ0lnMYpIkSZIkSZJKa1dMOqfKQCRJkiRJ\nktTbLCZJkiRJkiSpNItJkiRJkiRJKs1ikiRJkiRJkkqzmCRJkiRJkqTSLCZJkiRJkiSpNItJkiRJ\nkiRJKs1ikiRJkiRJkkqzmCRJkiRJkqTSLCZJkiRJkiSptL5Go9HtGCRJkiRJktQjnJkkSZIkSZKk\n0iwmSZIkSZIkqTSLSZIkSZIkSSrNYpIkSZIkSZJKs5gkSZIkSZKk0iwmSZIkSZIkqbQJ3Q5A5UTE\n3cAHgAZwU2Y+OWjfKuA7wOvA1sz8VrtjIuJLwF1Af2YerrQjqkSn8iUi1gOLgFeLw+/IzF9X1hFV\naox5sxD4JXB3Zv6g+qjVbSPkzUTgPuCyzFzcpRBVIyPkyxeAz9E8z+wC1mZmoyuBqutGyJXngRdo\n5grApzPzpapjVH20ue+ZDTw4qOk84ObM/Fn1Uaou2o1fW415dTqLST0gIlYA8zNzSURcCtwPLBnU\n5B7gauAlYHtEbARmDndMRHwGuADYW2knVJlO5kvR/muZ+avqeqBuGGPe/AP4PvC7quNVPZTImzuA\np4DLuhGf6qVdvkTEJGA1sCwzT0TEtmLfzq4FrK4pcW4B+Kg/igra50tRZLyyaDcBeBTY0p1IVQcR\nMZn249fTxryZ+UxV8fUSl7n1hpXAZoDM/AvQHxFTASJiHvBaZr6QmSeBrUX7VsdsysxbaVbtdXbq\nZL5o/BhL3hwDPobF6fFspHPHLcCmbgSmWmqZL5l5JDNXFoWkScA04JXuhaouc1yi0SibL2uAjRYh\nx72W49c2Y14Nw2JSb7gQ2D/o//3FtuH27QMuanVMZh46g3GqHjqWL8XnGyNiW0T8PCLOPzMhqwZG\nnTeZOZCZRyuKT/XULm/wmqMh2uYLQETcDPwV+EVm/q3C2FQvI+YKcG9E7IiIdRHRV11oqqEy+QLw\neeAnlUSk2hph/NrqXknDsJjUm9pdMFvt8yI7fv0/+fJTmuvKP0hzqcptHYxL9TaWvJHMDY3GafmS\nmetoPtPkIxGxtPqQVFNDc+UbwFdoLl9aCFxbdUCqtdPOLRGxBNiTmQe7EI96l+OaNnxmUm/Yyxur\n67OAl1vsm11sO97mGJ3dOpYvmfnsoG1bgB92PFrVxVjyRmqXN9JQLfMlImYACzPzscw8GhEPA0uB\nx6sPUzXQ9tySmQ+c+hwRW4F3Aw9VFp3qpsy16Brgt5VFpF7lmHcUnJnUGx4BrgOIiPcCe08tHcjM\n54GpETG3eKjcNUX7lsforNexfImIjcXaYWj++re7yo6oUmPJG8lrjUajXb68CVgfEecV/78PyOpD\nVE20zJWImBYRv4mINxdtV+D4ZLwrcy26guZbIqWWHPOOTl+j4XOYe0FErAOWAyeBtcB7gP9m5qaI\nWA7cXjTdmJl3DndMZu6KiFuBD9F8deaTwBOZ+dVqe6MzrYP5chXwXeAIcBj4bGbuq7Y3qspo8yYi\nFiqVx6QAAAJ+SURBVAF3AXOBEzTfevHJzHyt8uDVNSPkzQbgEppvc/sD8CNfxzy+jZAva4ptAzRv\n+m7ITAeq49QIuXITcD1wFPgj8EVzZXxrly/F/j8BqzLzX92LUnXQYvy6Bfh7u3slnc5ikiRJkiRJ\nkkpzmZskSZIkSZJKs5gkSZIkSZKk0iwmSZIkSZIkqTSLSZIkSZIkSSrNYpIkSZIkSZJKs5gkSZLU\nIRExNyJeHKHNbRHx7apikiRJ6jSLSZIkSZIkSSptQrcDkCRJ6kURcQ5wL7AAOBf4PfC9QfvXA0eB\necBFwPrMPLX/4oh4qDj20cy8MSImAw8AM4ApwIbMvL2i7kiSJJXmzCRJkqSx6Qeezszlmfl+4MPA\neUPazM7Mq4HlwNcj4q3F9ncBq4HFwPXF9rcBmzPzKmApcEtETK2iI5IkSaPhzCRJkqSxOQBcEhFP\nAMdozj5aPKTNIwCZeSAingXmF9t3ZOYAMBARrwLTgVeAZRFxA3AcmEhzltLBM94TSZKkUXBmkiRJ\n0tisBq4AlmXmlcBzw7QZPNbqAxrF54Eh7fqAL9NcLre0+L5DnQxWkiSpUywmSZIkjc0FQGbmQEQs\norl07dwhba4CiIj+Yn+O8H3PZGYjIj4OTBrm+yRJkrrOYpIkSdLYbACWRMR24FrgTuAems9SOuU/\nEbEZ2A58MzMPtPm++4E1EbENeAfwYPEnSZJUK32NRmPkVpIkSRqV4m1uOzLzx92ORZIkqZOcmSRJ\nkiRJkqTSnJkkSZIkSZKk0pyZJEmSJEmSpNIsJkmSJEmSJKk0i0mSJEmSJEkqzWKSJEmSJEmSSrOY\nJEmSJEmSpNIsJkmSJEmSJKm0/wFmJL1IrPG1wQAAAABJRU5ErkJggg==\n",
1285 |       "text/plain": [
1286 |        "<matplotlib.figure.Figure at 0x7f4a4799f940>"
1287 |       ]
1288 |      },
1289 |      "metadata": {},
1290 |      "output_type": "display_data"
1291 |     }
1292 |    ],
1293 |    "source": [
1294 |     "from sklearn.linear_model import Lasso\n",
1295 |     "lasso_m_ = Lasso()\n",
1296 |     "\n",
1297 |     "alpha  = [0.001,0.005,0.01,0.3,0.1,0.3,0.5,0.7,1]\n",
1298 |     "lasso_params_ = { 'max_iter':[3000],'alpha':alpha}\n",
1299 |     "\n",
1300 |     "grid_lasso_m = GridSearchCV( lasso_m_,lasso_params_,scoring = rmsle_scorer,cv=5)\n",
1301 |     "yLabelsLog = np.log1p(yLabels)\n",
1302 |     "grid_lasso_m.fit(X = X_train,y = np.log1p(y_train))\n",
1303 |     "preds = grid_lasso_m.predict(X= X_validate)\n",
1304 |     "print (grid_lasso_m.best_params_)\n",
1305 |     "print (\"RMSLE Value For Lasso Regression: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))\n",
1306 |     "\n",
1307 |     "fig,ax= plt.subplots()\n",
1308 |     "fig.set_size_inches(20,5)\n",
1309 |     "df = pd.DataFrame(grid_lasso_m.grid_scores_)\n",
1310 |     "df[\"alpha\"] = df[\"parameters\"].apply(lambda x:x[\"alpha\"])\n",
1311 |     "df[\"rmsle\"] = df[\"mean_validation_score\"].apply(lambda x:-x)\n",
1312 |     "sn.pointplot(data=df,x=\"alpha\",y=\"rmsle\",ax=ax)"
1313 |    ]
1314 |   },
1315 |   {
1316 |    "cell_type": "markdown",
1317 |    "metadata": {},
1318 |    "source": [
1319 |     "## **Ensemble Models - Random Forest** ##"
1320 |    ]
1321 |   },
1322 |   {
1323 |    "cell_type": "code",
1324 |    "execution_count": 27,
1325 |    "metadata": {
1326 |     "collapsed": false
1327 |    },
1328 |    "outputs": [
1329 |     {
1330 |      "name": "stdout",
1331 |      "output_type": "stream",
1332 |      "text": [
1333 |       "RMSLE Value For Random Forest:  0.284294493295\n"
1334 |      ]
1335 |     }
1336 |    ],
1337 |    "source": [
1338 |     "from sklearn.ensemble import RandomForestRegressor\n",
1339 |     "from sklearn.model_selection import GridSearchCV\n",
1340 |     "rfModel = RandomForestRegressor(n_estimators=100) ### Test 0.44\n",
1341 |     "rfModel.fit(X = X_train,y = np.log1p(y_train))\n",
1342 |     "preds = rfModel.predict(X= X_validate)\n",
1343 |     "print (\"RMSLE Value For Random Forest: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))"
1344 |    ]
1345 |   },
1346 |   {
1347 |    "cell_type": "markdown",
1348 |    "metadata": {},
1349 |    "source": [
1350 |     "**Feature Importance By Random Forest**"
1351 |    ]
1352 |   },
1353 |   {
1354 |    "cell_type": "code",
1355 |    "execution_count": 29,
1356 |    "metadata": {
1357 |     "collapsed": false
1358 |    },
1359 |    "outputs": [
1360 |     {
1361 |      "data": {
1362 |       "text/plain": [
1363 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f4a45ae9f60>"
1364 |       ]
1365 |      },
1366 |      "execution_count": 29,
1367 |      "metadata": {},
1368 |      "output_type": "execute_result"
1369 |     },
1370 |     {
1371 |      "data": {
1372 |       "image/png": 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8PvahSfb2lgZvTPJz4+2HZXjTcfG43x6e4USUDBexj+nuI5JcmuQnxuk/nOQn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\n",
1373 |       "text/plain": [
1374 |        "<matplotlib.figure.Figure at 0x7f4a45b485f8>"
1375 |       ]
1376 |      },
1377 |      "metadata": {},
1378 |      "output_type": "display_data"
1379 |     }
1380 |    ],
1381 |    "source": [
1382 |     "features = pd.DataFrame()\n",
1383 |     "features['features'] = X_train.columns\n",
1384 |     "features['coefficient'] = rfModel.feature_importances_\n",
1385 |     "features.sort_values(by=['coefficient'],ascending=False,inplace=True)\n",
1386 |     "fig,ax= plt.subplots()\n",
1387 |     "fig.set_size_inches(20,5)\n",
1388 |     "sn.barplot(data=features,x=\"features\",y=\"coefficient\",ax=ax)"
1389 |    ]
1390 |   },
1391 |   {
1392 |    "cell_type": "markdown",
1393 |    "metadata": {},
1394 |    "source": [
1395 |     "## **Ensemble Model - Gradient Boost** ##"
1396 |    ]
1397 |   },
1398 |   {
1399 |    "cell_type": "code",
1400 |    "execution_count": 30,
1401 |    "metadata": {
1402 |     "collapsed": false
1403 |    },
1404 |    "outputs": [
1405 |     {
1406 |      "name": "stdout",
1407 |      "output_type": "stream",
1408 |      "text": [
1409 |       "RMSLE Value For Gradient Boost:  0.274506810421\n"
1410 |      ]
1411 |     }
1412 |    ],
1413 |    "source": [
1414 |     "from sklearn.ensemble import GradientBoostingRegressor\n",
1415 |     "gbm = GradientBoostingRegressor(n_estimators=4000,alpha=0.01) ### Test 0.41\n",
1416 |     "yLabelsLog = np.log1p(yLabels)\n",
1417 |     "gbm.fit(X = X_train,y = np.log1p(y_train))\n",
1418 |     "preds = gbm.predict(X= X_validate)\n",
1419 |     "print (\"RMSLE Value For Gradient Boost: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))"
1420 |    ]
1421 |   },
1422 |   {
1423 |    "cell_type": "markdown",
1424 |    "metadata": {},
1425 |    "source": [
1426 |     "**Lets compare the distribution of train and test results. More or less the distribution of train and test looks identical. It  confirms visually that our model has not predicted really bad and not suffering from major overfitting problem.**"
1427 |    ]
1428 |   },
1429 |   {
1430 |    "cell_type": "code",
1431 |    "execution_count": 31,
1432 |    "metadata": {
1433 |     "collapsed": false
1434 |    },
1435 |    "outputs": [
1436 |     {
1437 |      "name": "stderr",
1438 |      "output_type": "stream",
1439 |      "text": [
1440 |       "/home/vivek/anaconda3/lib/python3.6/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
1441 |       "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
1442 |      ]
1443 |     },
1444 |     {
1445 |      "data": {
1446 |       "text/plain": [
1447 |        "[<matplotlib.text.Text at 0x7f4a45786358>]"
1448 |       ]
1449 |      },
1450 |      "execution_count": 31,
1451 |      "metadata": {},
1452 |      "output_type": "execute_result"
1453 |     },
1454 |     {
1455 |      "data": {
1456 |       "image/png": 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GRZIkSZIkSUoYFEmSJEmSJAkwKJIkSZIkSVLCoEiSJEmSJEmAQZEkSZIkSZISBkWSJEmS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\nxdXjXgAAAABJRU5ErkJggg==\n",
1457 |       "text/plain": [
1458 |        "<matplotlib.figure.Figure at 0x7f4a457dc4a8>"
1459 |       ]
1460 |      },
1461 |      "metadata": {},
1462 |      "output_type": "display_data"
1463 |     }
1464 |    ],
1465 |    "source": [
1466 |     "predsTest = gbm.predict(X=dataTest)\n",
1467 |     "fig,(ax1,ax2)= plt.subplots(ncols=2)\n",
1468 |     "fig.set_size_inches(20,5)\n",
1469 |     "sn.distplot(yLabels,ax=ax1,bins=100)\n",
1470 |     "sn.distplot(np.exp(predsTest),ax=ax2,bins=100)\n",
1471 |     "ax1.set(title=\"Training Set Distbution\")\n",
1472 |     "ax2.set(title=\"Test Set Distribution\")"
1473 |    ]
1474 |   },
1475 |   {
1476 |    "cell_type": "code",
1477 |    "execution_count": 34,
1478 |    "metadata": {
1479 |     "collapsed": true
1480 |    },
1481 |    "outputs": [],
1482 |    "source": [
1483 |     "submission = pd.DataFrame({\n",
1484 |     "        \"datetime\": datetimecol,\n",
1485 |     "        \"count\": [max(0, x) for x in np.exp(predsTest)]\n",
1486 |     "    })\n",
1487 |     "submission.to_csv('bike_prediction_output.csv', index=False)"
1488 |    ]
1489 |   },
1490 |   {
1491 |    "cell_type": "markdown",
1492 |    "metadata": {},
1493 |    "source": [
1494 |     "**The submission will have test score of 0.41**"
1495 |    ]
1496 |   },
1497 |   {
1498 |    "cell_type": "markdown",
1499 |    "metadata": {
1500 |     "collapsed": true
1501 |    },
1502 |    "source": [
1503 |     "** To Fork Script From Kaggle**"
1504 |    ]
1505 |   },
1506 |   {
1507 |    "cell_type": "markdown",
1508 |    "metadata": {},
1509 |    "source": [
1510 |     "[\"Kaggle Script To Finish Top Ten Percentile\"](https://www.kaggle.com/viveksrinivasan/eda-ensemble-model-top-10-percentile)\n"
1511 |    ]
1512 |   },
1513 |   {
1514 |    "cell_type": "code",
1515 |    "execution_count": null,
1516 |    "metadata": {
1517 |     "collapsed": true
1518 |    },
1519 |    "outputs": [],
1520 |    "source": []
1521 |   }
1522 |  ],
1523 |  "metadata": {
1524 |   "kernelspec": {
1525 |    "display_name": "Python 3",
1526 |    "language": "python",
1527 |    "name": "python3"
1528 |   },
1529 |   "language_info": {
1530 |    "codemirror_mode": {
1531 |     "name": "ipython",
1532 |     "version": 3
1533 |    },
1534 |    "file_extension": ".py",
1535 |    "mimetype": "text/x-python",
1536 |    "name": "python",
1537 |    "nbconvert_exporter": "python",
1538 |    "pygments_lexer": "ipython3",
1539 |    "version": "3.6.0"
1540 |   }
1541 |  },
1542 |  "nbformat": 4,
1543 |  "nbformat_minor": 0
1544 | }
1545 | 


--------------------------------------------------------------------------------
/bike_sharing_demand/eda_&_ensemble_model.ipynb:
--------------------------------------------------------------------------------
   1 | {
   2 |  "cells": [
   3 |   {
   4 |    "cell_type": "markdown",
   5 |    "metadata": {},
   6 |    "source": [
   7 |     "This notebook explains how we can go about explore and prepare data for model building.The notebook is structured in the following way \n",
   8 |     "\n",
   9 |     " - About Dataset\n",
  10 |     " - Data Summary\n",
  11 |     " - Feature Engineering\n",
  12 |     " - Missing Value Analysis\n",
  13 |     " - Outlier Analysis\n",
  14 |     " - Correlation Analysis\n",
  15 |     " - Visualizing Distribution Of Data\n",
  16 |     " - Visualizing Count Vs (Month,Season,Hour,Weekday,Usertype)\n",
  17 |     " - Filling 0's In Windspeed Using Random Forest\n",
  18 |     " - Linear Regression Model\n",
  19 |     " - Regularization Models\n",
  20 |     " - Ensemble Models"
  21 |    ]
  22 |   },
  23 |   {
  24 |    "cell_type": "markdown",
  25 |    "metadata": {},
  26 |    "source": [
  27 |     "## About Dataset"
  28 |    ]
  29 |   },
  30 |   {
  31 |    "cell_type": "markdown",
  32 |    "metadata": {},
  33 |    "source": [
  34 |     "#### **Overview**\n",
  35 |     "\n",
  36 |     "Bike sharing systems are a means of renting bicycles where the process of obtaining membership, rental, and bike return is automated via a network of kiosk locations throughout a city. Using these systems, people are able rent a bike from a one location and return it to a different place on an as-needed basis. Currently, there are over 500 bike-sharing programs around the world.\n",
  37 |     "\n",
  38 |     "#### **Data Fields**\n",
  39 |     "\n",
  40 |     "* datetime - hourly date + timestamp  \n",
  41 |     "* season -  1 = spring, 2 = summer, 3 = fall, 4 = winter \n",
  42 |     "* holiday - whether the day is considered a holiday\n",
  43 |     "* workingday - whether the day is neither a weekend nor holiday\n",
  44 |     "* weather - \n",
  45 |     "    * 1: Clear, Few clouds, Partly cloudy, Partly cloudy\n",
  46 |     "    * 2: Mist + Cloudy, Mist + Broken clouds, Mist + Few clouds, Mist\n",
  47 |     "    * 3: Light Snow, Light Rain + Thunderstorm + Scattered clouds, Light Rain + Scattered clouds\n",
  48 |     "    * 4: Heavy Rain + Ice Pallets + Thunderstorm + Mist, Snow + Fog \n",
  49 |     "* temp - temperature in Celsius\n",
  50 |     "* atemp - \"feels like\" temperature in Celsius\n",
  51 |     "* humidity - relative humidity\n",
  52 |     "* windspeed - wind speed\n",
  53 |     "* casual - number of non-registered user rentals initiated\n",
  54 |     "* registered - number of registered user rentals initiated\n",
  55 |     "* count - number of total rentals (Dependent Variable)"
  56 |    ]
  57 |   },
  58 |   {
  59 |    "cell_type": "code",
  60 |    "execution_count": 2,
  61 |    "metadata": {
  62 |     "collapsed": true
  63 |    },
  64 |    "outputs": [],
  65 |    "source": [
  66 |     "import pylab\n",
  67 |     "import calendar\n",
  68 |     "import numpy as np\n",
  69 |     "import pandas as pd\n",
  70 |     "import seaborn as sn\n",
  71 |     "from scipy import stats\n",
  72 |     "import missingno as msno\n",
  73 |     "from datetime import datetime\n",
  74 |     "import matplotlib.pyplot as plt\n",
  75 |     "import warnings\n",
  76 |     "pd.options.mode.chained_assignment = None\n",
  77 |     "warnings.filterwarnings(\"ignore\", category=DeprecationWarning)\n",
  78 |     "%matplotlib inline"
  79 |    ]
  80 |   },
  81 |   {
  82 |    "cell_type": "markdown",
  83 |    "metadata": {},
  84 |    "source": [
  85 |     "#### **Lets Read In The Dataset**"
  86 |    ]
  87 |   },
  88 |   {
  89 |    "cell_type": "code",
  90 |    "execution_count": 2,
  91 |    "metadata": {
  92 |     "collapsed": false
  93 |    },
  94 |    "outputs": [],
  95 |    "source": [
  96 |     "dailyData = pd.read_csv(\"train.csv\")"
  97 |    ]
  98 |   },
  99 |   {
 100 |    "cell_type": "markdown",
 101 |    "metadata": {},
 102 |    "source": [
 103 |     "## Data Summary\n",
 104 |     "\n",
 105 |     "As a first step lets do three simple steps on the dataset\n",
 106 |     "\n",
 107 |     " - Size of the dataset\n",
 108 |     " - Get a glimpse of data by printing few rows of it.\n",
 109 |     " - What type of variables contribute our data"
 110 |    ]
 111 |   },
 112 |   {
 113 |    "cell_type": "markdown",
 114 |    "metadata": {},
 115 |    "source": [
 116 |     "#### **Shape Of The Dataset**"
 117 |    ]
 118 |   },
 119 |   {
 120 |    "cell_type": "code",
 121 |    "execution_count": 3,
 122 |    "metadata": {
 123 |     "collapsed": false
 124 |    },
 125 |    "outputs": [
 126 |     {
 127 |      "data": {
 128 |       "text/plain": [
 129 |        "(10886, 12)"
 130 |       ]
 131 |      },
 132 |      "execution_count": 3,
 133 |      "metadata": {},
 134 |      "output_type": "execute_result"
 135 |     }
 136 |    ],
 137 |    "source": [
 138 |     "dailyData.shape"
 139 |    ]
 140 |   },
 141 |   {
 142 |    "cell_type": "markdown",
 143 |    "metadata": {},
 144 |    "source": [
 145 |     "#### **Sample Of First Few Rows**"
 146 |    ]
 147 |   },
 148 |   {
 149 |    "cell_type": "code",
 150 |    "execution_count": 4,
 151 |    "metadata": {
 152 |     "collapsed": false
 153 |    },
 154 |    "outputs": [
 155 |     {
 156 |      "data": {
 157 |       "text/html": [
 158 |        "<div>\n",
 159 |        "<table border=\"1\" class=\"dataframe\">\n",
 160 |        "  <thead>\n",
 161 |        "    <tr style=\"text-align: right;\">\n",
 162 |        "      <th></th>\n",
 163 |        "      <th>datetime</th>\n",
 164 |        "      <th>season</th>\n",
 165 |        "      <th>holiday</th>\n",
 166 |        "      <th>workingday</th>\n",
 167 |        "      <th>weather</th>\n",
 168 |        "      <th>temp</th>\n",
 169 |        "      <th>atemp</th>\n",
 170 |        "      <th>humidity</th>\n",
 171 |        "      <th>windspeed</th>\n",
 172 |        "      <th>casual</th>\n",
 173 |        "      <th>registered</th>\n",
 174 |        "      <th>count</th>\n",
 175 |        "    </tr>\n",
 176 |        "  </thead>\n",
 177 |        "  <tbody>\n",
 178 |        "    <tr>\n",
 179 |        "      <th>0</th>\n",
 180 |        "      <td>2011-01-01 00:00:00</td>\n",
 181 |        "      <td>1</td>\n",
 182 |        "      <td>0</td>\n",
 183 |        "      <td>0</td>\n",
 184 |        "      <td>1</td>\n",
 185 |        "      <td>9.84</td>\n",
 186 |        "      <td>14.395</td>\n",
 187 |        "      <td>81</td>\n",
 188 |        "      <td>0.0</td>\n",
 189 |        "      <td>3</td>\n",
 190 |        "      <td>13</td>\n",
 191 |        "      <td>16</td>\n",
 192 |        "    </tr>\n",
 193 |        "    <tr>\n",
 194 |        "      <th>1</th>\n",
 195 |        "      <td>2011-01-01 01:00:00</td>\n",
 196 |        "      <td>1</td>\n",
 197 |        "      <td>0</td>\n",
 198 |        "      <td>0</td>\n",
 199 |        "      <td>1</td>\n",
 200 |        "      <td>9.02</td>\n",
 201 |        "      <td>13.635</td>\n",
 202 |        "      <td>80</td>\n",
 203 |        "      <td>0.0</td>\n",
 204 |        "      <td>8</td>\n",
 205 |        "      <td>32</td>\n",
 206 |        "      <td>40</td>\n",
 207 |        "    </tr>\n",
 208 |        "  </tbody>\n",
 209 |        "</table>\n",
 210 |        "</div>"
 211 |       ],
 212 |       "text/plain": [
 213 |        "              datetime  season  holiday  workingday  weather  temp   atemp  \\\n",
 214 |        "0  2011-01-01 00:00:00       1        0           0        1  9.84  14.395   \n",
 215 |        "1  2011-01-01 01:00:00       1        0           0        1  9.02  13.635   \n",
 216 |        "\n",
 217 |        "   humidity  windspeed  casual  registered  count  \n",
 218 |        "0        81        0.0       3          13     16  \n",
 219 |        "1        80        0.0       8          32     40  "
 220 |       ]
 221 |      },
 222 |      "execution_count": 4,
 223 |      "metadata": {},
 224 |      "output_type": "execute_result"
 225 |     }
 226 |    ],
 227 |    "source": [
 228 |     "dailyData.head(2)"
 229 |    ]
 230 |   },
 231 |   {
 232 |    "cell_type": "markdown",
 233 |    "metadata": {},
 234 |    "source": [
 235 |     "#### **Variables Data Type**"
 236 |    ]
 237 |   },
 238 |   {
 239 |    "cell_type": "code",
 240 |    "execution_count": 5,
 241 |    "metadata": {
 242 |     "collapsed": false
 243 |    },
 244 |    "outputs": [
 245 |     {
 246 |      "data": {
 247 |       "text/plain": [
 248 |        "datetime       object\n",
 249 |        "season          int64\n",
 250 |        "holiday         int64\n",
 251 |        "workingday      int64\n",
 252 |        "weather         int64\n",
 253 |        "temp          float64\n",
 254 |        "atemp         float64\n",
 255 |        "humidity        int64\n",
 256 |        "windspeed     float64\n",
 257 |        "casual          int64\n",
 258 |        "registered      int64\n",
 259 |        "count           int64\n",
 260 |        "dtype: object"
 261 |       ]
 262 |      },
 263 |      "execution_count": 5,
 264 |      "metadata": {},
 265 |      "output_type": "execute_result"
 266 |     }
 267 |    ],
 268 |    "source": [
 269 |     "dailyData.dtypes"
 270 |    ]
 271 |   },
 272 |   {
 273 |    "cell_type": "markdown",
 274 |    "metadata": {},
 275 |    "source": [
 276 |     "## Feature Engineering"
 277 |    ]
 278 |   },
 279 |   {
 280 |    "cell_type": "markdown",
 281 |    "metadata": {},
 282 |    "source": [
 283 |     "As we see from the above results, the columns \"season\",\"holiday\",\"workingday\" and \"weather\" should be of \"categorical\" data type.But the current data type is \"int\" for those columns. Let us transform the dataset in the following ways so that we can get started up with our EDA\n",
 284 |     "\n",
 285 |     " - Create new columns \"date,\"hour\",\"weekDay\",\"month\" from \"datetime\"\n",
 286 |     "   column.\n",
 287 |     " - Coerce the datatype of \"season\",\"holiday\",\"workingday\" and weather to category.\n",
 288 |     " - Drop the datetime column as we already extracted useful features from it."
 289 |    ]
 290 |   },
 291 |   {
 292 |    "cell_type": "markdown",
 293 |    "metadata": {},
 294 |    "source": [
 295 |     "#### **Creating New Columns From \"Datetime\" Column**"
 296 |    ]
 297 |   },
 298 |   {
 299 |    "cell_type": "code",
 300 |    "execution_count": 6,
 301 |    "metadata": {
 302 |     "collapsed": true
 303 |    },
 304 |    "outputs": [],
 305 |    "source": [
 306 |     "dailyData[\"date\"] = dailyData.datetime.apply(lambda x : x.split()[0])\n",
 307 |     "dailyData[\"hour\"] = dailyData.datetime.apply(lambda x : x.split()[1].split(\":\")[0])\n",
 308 |     "dailyData[\"weekday\"] = dailyData.date.apply(lambda dateString : calendar.day_name[datetime.strptime(dateString,\"%Y-%m-%d\").weekday()])\n",
 309 |     "dailyData[\"month\"] = dailyData.date.apply(lambda dateString : calendar.month_name[datetime.strptime(dateString,\"%Y-%m-%d\").month])\n",
 310 |     "dailyData[\"season\"] = dailyData.season.map({1: \"Spring\", 2 : \"Summer\", 3 : \"Fall\", 4 :\"Winter\" })\n",
 311 |     "dailyData[\"weather\"] = dailyData.weather.map({1: \" Clear + Few clouds + Partly cloudy + Partly cloudy\",\\\n",
 312 |     "                                        2 : \" Mist + Cloudy, Mist + Broken clouds, Mist + Few clouds, Mist \", \\\n",
 313 |     "                                        3 : \" Light Snow, Light Rain + Thunderstorm + Scattered clouds, Light Rain + Scattered clouds\", \\\n",
 314 |     "                                        4 :\" Heavy Rain + Ice Pallets + Thunderstorm + Mist, Snow + Fog \" })"
 315 |    ]
 316 |   },
 317 |   {
 318 |    "cell_type": "markdown",
 319 |    "metadata": {},
 320 |    "source": [
 321 |     "#### **Coercing To Category Type**"
 322 |    ]
 323 |   },
 324 |   {
 325 |    "cell_type": "code",
 326 |    "execution_count": 7,
 327 |    "metadata": {
 328 |     "collapsed": true
 329 |    },
 330 |    "outputs": [],
 331 |    "source": [
 332 |     "categoryVariableList = [\"hour\",\"weekday\",\"month\",\"season\",\"weather\",\"holiday\",\"workingday\"]\n",
 333 |     "for var in categoryVariableList:\n",
 334 |     "    dailyData[var] = dailyData[var].astype(\"category\")"
 335 |    ]
 336 |   },
 337 |   {
 338 |    "cell_type": "markdown",
 339 |    "metadata": {},
 340 |    "source": [
 341 |     "#### **Dropping Unncessary Columns**"
 342 |    ]
 343 |   },
 344 |   {
 345 |    "cell_type": "code",
 346 |    "execution_count": 8,
 347 |    "metadata": {
 348 |     "collapsed": true
 349 |    },
 350 |    "outputs": [],
 351 |    "source": [
 352 |     "dailyData  = dailyData.drop([\"datetime\"],axis=1)"
 353 |    ]
 354 |   },
 355 |   {
 356 |    "cell_type": "markdown",
 357 |    "metadata": {},
 358 |    "source": [
 359 |     "#### **Lets Start With Very Simple Visualization Of Variables DataType Count**"
 360 |    ]
 361 |   },
 362 |   {
 363 |    "cell_type": "code",
 364 |    "execution_count": 9,
 365 |    "metadata": {
 366 |     "collapsed": false
 367 |    },
 368 |    "outputs": [
 369 |     {
 370 |      "data": {
 371 |       "text/plain": [
 372 |        "[<matplotlib.text.Text at 0x7f66dacb8668>,\n",
 373 |        " <matplotlib.text.Text at 0x7f66dacc4eb8>,\n",
 374 |        " <matplotlib.text.Text at 0x7f66daf38a90>]"
 375 |       ]
 376 |      },
 377 |      "execution_count": 9,
 378 |      "metadata": {},
 379 |      "output_type": "execute_result"
 380 |     },
 381 |     {
 382 |      "data": {
 383 |       "image/png": 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ScZKcnCTjh7et3f3FcflpSW44vv5Qd2/t7k8kuXxVbczQXfvVF/UJAru1/+zu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\n",
 384 |       "text/plain": [
 385 |        "<matplotlib.figure.Figure at 0x7f66dacd1c50>"
 386 |       ]
 387 |      },
 388 |      "metadata": {},
 389 |      "output_type": "display_data"
 390 |     }
 391 |    ],
 392 |    "source": [
 393 |     "dataTypeDf = pd.DataFrame(dailyData.dtypes.value_counts()).reset_index().rename(columns={\"index\":\"variableType\",0:\"count\"})\n",
 394 |     "fig,ax = plt.subplots()\n",
 395 |     "fig.set_size_inches(20,5)\n",
 396 |     "sn.barplot(data=dataTypeDf,x=\"variableType\",y=\"count\",ax=ax)\n",
 397 |     "ax.set(xlabel='Variable Type', ylabel='Count',title=\"Variables Count Across Datatype\")"
 398 |    ]
 399 |   },
 400 |   {
 401 |    "cell_type": "markdown",
 402 |    "metadata": {},
 403 |    "source": [
 404 |     "## Missing Values Analysis"
 405 |    ]
 406 |   },
 407 |   {
 408 |    "cell_type": "markdown",
 409 |    "metadata": {},
 410 |    "source": [
 411 |     "Once we get hang of the data and columns, next step we geneally is to find out whether we have any missing values in our data. Luckily we dont have any missing value in the dataset. One way which I generally prefer to visualize missing value in the dataset is through \"missingno\".\n",
 412 |     "\n",
 413 |     "Its a quiet handy library to quickly visualize variables for missing values. As I mentioned earlier we got lucky this time as there no missing value in the dataset."
 414 |    ]
 415 |   },
 416 |   {
 417 |    "cell_type": "code",
 418 |    "execution_count": 10,
 419 |    "metadata": {
 420 |     "collapsed": false
 421 |    },
 422 |    "outputs": [
 423 |     {
 424 |      "data": {
 425 |       "image/png": 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Tkh3dpuyJMmnOPA47fdeVdE46/gXO3poWRnMS98Hdy6cCdsB7mV4lZ0/DzhUF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\n",
 426 |       "text/plain": [
 427 |        "<matplotlib.figure.Figure at 0x7f66dacd7b00>"
 428 |       ]
 429 |      },
 430 |      "metadata": {},
 431 |      "output_type": "display_data"
 432 |     }
 433 |    ],
 434 |    "source": [
 435 |     "msno.matrix(dailyData,figsize=(20,5))"
 436 |    ]
 437 |   },
 438 |   {
 439 |    "cell_type": "markdown",
 440 |    "metadata": {},
 441 |    "source": [
 442 |     "## Outliers Analysis\n",
 443 |     "\n",
 444 |     "At first look, \"count\" variable contains lot of outlier data points which skews the distribution towards right (as there are more data points beyond Outer Quartile Limit).But in addition to that, following inferences can also been made from the simple boxplots given below.\n",
 445 |     "\n",
 446 |     " - Spring season has got relatively lower count.The dip in median value\n",
 447 |     "   in boxplot gives evidence for it.\n",
 448 |     " - The boxplot with \"Hour Of The Day\" is quiet interesting.The median value are relatively higher at 7AM - 8AM and 5PM - 6PM. It can be attributed to regular school and office users at that time. \n",
 449 |     " - Most of the outlier points are mainly contributed from \"Working Day\" than \"Non Working Day\". It is quiet visible from from figure 4."
 450 |    ]
 451 |   },
 452 |   {
 453 |    "cell_type": "code",
 454 |    "execution_count": 11,
 455 |    "metadata": {
 456 |     "collapsed": false
 457 |    },
 458 |    "outputs": [
 459 |     {
 460 |      "data": {
 461 |       "text/plain": [
 462 |        "[<matplotlib.text.Text at 0x7f66da893550>,\n",
 463 |        " <matplotlib.text.Text at 0x7f66daaaecc0>,\n",
 464 |        " <matplotlib.text.Text at 0x7f66da8b94e0>]"
 465 |       ]
 466 |      },
 467 |      "execution_count": 11,
 468 |      "metadata": {},
 469 |      "output_type": "execute_result"
 470 |     },
 471 |     {
 472 |      "data": {
 473 |       "image/png": 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JklSjNWvWVI0ltac//eneqrHa39y5+zFz5sxNsTZnU0mSJEmSpBFs3LixaqzOsMMOOzY7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\nc4wx/3tqjlO+H1MHHvOLfO6pTpb0rLX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U3zHnzZunV199Jd8OQjy+Uy+++EK+HcRspYYG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\nKukpSd80xsyTNCpnLf+acuZajHh8pySpq2txxJkAlS2ZHJRSKY32POQ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 474 |       "text/plain": [
 475 |        "<matplotlib.figure.Figure at 0x7f66dacd7a58>"
 476 |       ]
 477 |      },
 478 |      "metadata": {},
 479 |      "output_type": "display_data"
 480 |     }
 481 |    ],
 482 |    "source": [
 483 |     "fig, axes = plt.subplots(nrows=2,ncols=2)\n",
 484 |     "fig.set_size_inches(20, 10)\n",
 485 |     "sn.boxplot(data=dailyData,y=\"count\",orient=\"v\",ax=axes[0][0])\n",
 486 |     "sn.boxplot(data=dailyData,y=\"count\",x=\"season\",orient=\"v\",ax=axes[0][1])\n",
 487 |     "sn.boxplot(data=dailyData,y=\"count\",x=\"hour\",orient=\"v\",ax=axes[1][0])\n",
 488 |     "sn.boxplot(data=dailyData,y=\"count\",x=\"workingday\",orient=\"v\",ax=axes[1][1])\n",
 489 |     "\n",
 490 |     "axes[0][0].set(ylabel='Count',title=\"Box Plot On Count\")\n",
 491 |     "axes[0][1].set(xlabel='Season', ylabel='Count',title=\"Box Plot On Count Across Season\")\n",
 492 |     "axes[1][0].set(xlabel='Hour Of The Day', ylabel='Count',title=\"Box Plot On Count Across Hour Of The Day\")\n",
 493 |     "axes[1][1].set(xlabel='Working Day', ylabel='Count',title=\"Box Plot On Count Across Working Day\")"
 494 |    ]
 495 |   },
 496 |   {
 497 |    "cell_type": "markdown",
 498 |    "metadata": {},
 499 |    "source": [
 500 |     "#### **Lets Remove Outliers In The Count Column**"
 501 |    ]
 502 |   },
 503 |   {
 504 |    "cell_type": "code",
 505 |    "execution_count": 12,
 506 |    "metadata": {
 507 |     "collapsed": true
 508 |    },
 509 |    "outputs": [],
 510 |    "source": [
 511 |     "dailyDataWithoutOutliers = dailyData[np.abs(dailyData[\"count\"]-dailyData[\"count\"].mean())<=(3*dailyData[\"count\"].std())] "
 512 |    ]
 513 |   },
 514 |   {
 515 |    "cell_type": "code",
 516 |    "execution_count": 13,
 517 |    "metadata": {
 518 |     "collapsed": false
 519 |    },
 520 |    "outputs": [
 521 |     {
 522 |      "name": "stdout",
 523 |      "output_type": "stream",
 524 |      "text": [
 525 |       "Shape Of The Before Ouliers:  (10886, 15)\n",
 526 |       "Shape Of The After Ouliers:  (10739, 15)\n"
 527 |      ]
 528 |     }
 529 |    ],
 530 |    "source": [
 531 |     "print (\"Shape Of The Before Ouliers: \",dailyData.shape)\n",
 532 |     "print (\"Shape Of The After Ouliers: \",dailyDataWithoutOutliers.shape)"
 533 |    ]
 534 |   },
 535 |   {
 536 |    "cell_type": "markdown",
 537 |    "metadata": {},
 538 |    "source": [
 539 |     "## Correlation Analysis\n",
 540 |     "\n",
 541 |     "One common to understand how a dependent variable is influenced by features (numerical) is to fibd a correlation matrix between them. Lets plot a correlation plot between \"count\" and [\"temp\",\"atemp\",\"humidity\",\"windspeed\"].\n",
 542 |     "\n",
 543 |     " - temp and humidity features has got positive and negative correlation\n",
 544 |     "   with count respectively.Although the correlation between them are not\n",
 545 |     "   very prominent still the count variable has got little dependency on\n",
 546 |     "   \"temp\" and \"humidity\".\n",
 547 |     " - windspeed is not gonna be really useful numerical feature and it is visible from it correlation value with \"count\"\n",
 548 |     " - \"atemp\" is variable is not taken into since \"atemp\" and \"temp\" has got strong correlation with each other. During model building any one of the variable has to be dropped since they will exhibit multicollinearity in the data.\n",
 549 |     " - \"Casual\" and \"Registered\" are also not taken into account since they are leakage variables in nature and need to dropped during model building.\n",
 550 |     "\n",
 551 |     "Regression plot in seaborn is one useful way to depict the relationship between two features. Here we consider \"count\" vs \"temp\", \"humidity\", \"windspeed\"."
 552 |    ]
 553 |   },
 554 |   {
 555 |    "cell_type": "code",
 556 |    "execution_count": 14,
 557 |    "metadata": {
 558 |     "collapsed": false
 559 |    },
 560 |    "outputs": [
 561 |     {
 562 |      "data": {
 563 |       "text/plain": [
 564 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f66dadfc7b8>"
 565 |       ]
 566 |      },
 567 |      "execution_count": 14,
 568 |      "metadata": {},
 569 |      "output_type": "execute_result"
 570 |     },
 571 |     {
 572 |      "data": {
 573 |       "image/png": 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y+x7DglWSJCnXZM+0VmnhGFZJkiRlNTuskiRJucYOqyRJkpQ97LBKkiTlmIK1z4+6Qcmv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\nEUlrSlhFREREJK0pYRURERGRtPb/AXByRXwIYhWnAAAAAElFTkSuQmCC\n",
 574 |       "text/plain": [
 575 |        "<matplotlib.figure.Figure at 0x7f66dab12630>"
 576 |       ]
 577 |      },
 578 |      "metadata": {},
 579 |      "output_type": "display_data"
 580 |     }
 581 |    ],
 582 |    "source": [
 583 |     "corrMatt = dailyData[[\"temp\",\"atemp\",\"casual\",\"registered\",\"humidity\",\"windspeed\",\"count\"]].corr()\n",
 584 |     "mask = np.array(corrMatt)\n",
 585 |     "mask[np.tril_indices_from(mask)] = False\n",
 586 |     "fig,ax= plt.subplots()\n",
 587 |     "fig.set_size_inches(20,10)\n",
 588 |     "sn.heatmap(corrMatt, mask=mask,vmax=.8, square=True,annot=True)"
 589 |    ]
 590 |   },
 591 |   {
 592 |    "cell_type": "code",
 593 |    "execution_count": 15,
 594 |    "metadata": {
 595 |     "collapsed": false
 596 |    },
 597 |    "outputs": [
 598 |     {
 599 |      "data": {
 600 |       "text/plain": [
 601 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f66d7c6fe10>"
 602 |       ]
 603 |      },
 604 |      "execution_count": 15,
 605 |      "metadata": {},
 606 |      "output_type": "execute_result"
 607 |     },
 608 |     {
 609 |      "data": {
 610 |       "image/png": 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xLaEq7DGFWTtBEMROxRJAxEQCMmCXZsUOHMDgE0817TLG647We+xhrJ094xmX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\nC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8nASqWFY4cK0fIrlRZqrR5aHReeR2NB4GSAT/3K1U1pS96nHzwmJZX2ylKa4tZCpRRS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\nG9p1TGllO2HfE4q7jiK0o6OzSz6ZbizOK31qjvSpOdKn5nRjn2B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meQb4AV6w5utNrvsH\nwLtKWUkGi3eenwb+wzCMbwJ/A9xZtc61peXfjlcbCeDngN8ufdf8v3jD8sDLonqdYRiHgK+yePc5\nbL9CCCE6ZxKv1tEjeNmuj7W4na/hFdv+Lt4EQg8HLHMIeKthGB8qPf4s8ArgUy3uU4glKa4rAUsh\nVlN5BgfTNL/R6b4IIYToPMMwXLwJHCQIJIQQom0Mw/gp4HWmaf7XTvdFrF9SU0kIIYQQQgghhFhH\nDMP4At4kDm9calkhlkMylYQQQgghhBBCCCFEZFJTSQghhBBCCCGEEEJEJkElIYQQQgghhBBCCBGZ\nBJWEEEIIIYQQQgghRGQSVBJCCCGEEEIIIYQQkUlQSQghhBBCCCGEEEJEJkElIYQQQgghhBBCCBHZ\n/w/5F+gi5qZ2sgAAAABJRU5ErkJggg==\n",
 611 |       "text/plain": [
 612 |        "<matplotlib.figure.Figure at 0x7f66d787d6d8>"
 613 |       ]
 614 |      },
 615 |      "metadata": {},
 616 |      "output_type": "display_data"
 617 |     }
 618 |    ],
 619 |    "source": [
 620 |     "fig,(ax1,ax2,ax3) = plt.subplots(ncols=3)\n",
 621 |     "fig.set_size_inches(20, 5)\n",
 622 |     "sn.regplot(x=\"temp\", y=\"count\", data=dailyData,ax=ax1)\n",
 623 |     "sn.regplot(x=\"windspeed\", y=\"count\", data=dailyData,ax=ax2)\n",
 624 |     "sn.regplot(x=\"humidity\", y=\"count\", data=dailyData,ax=ax3)"
 625 |    ]
 626 |   },
 627 |   {
 628 |    "cell_type": "markdown",
 629 |    "metadata": {},
 630 |    "source": [
 631 |     "## Visualizing Distribution Of Data\n",
 632 |     "As it is visible from the below figures that \"count\" variable is skewed towards right. It is desirable to have Normal distribution as most of the machine learning techniques require dependent variable to be Normal. One possible solution is to take log transformation on \"count\" variable after removing outlier data points. After the transformation the data looks lot better but still not ideally following normal distribution."
 633 |    ]
 634 |   },
 635 |   {
 636 |    "cell_type": "code",
 637 |    "execution_count": 16,
 638 |    "metadata": {
 639 |     "collapsed": false
 640 |    },
 641 |    "outputs": [
 642 |     {
 643 |      "name": "stderr",
 644 |      "output_type": "stream",
 645 |      "text": [
 646 |       "/home/vivek/anaconda3/lib/python3.6/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
 647 |       "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
 648 |      ]
 649 |     },
 650 |     {
 651 |      "data": {
 652 |       "text/plain": [
 653 |        "((array([-3.82819677, -3.60401975, -3.48099008, ...,  3.48099008,\n",
 654 |        "          3.60401975,  3.82819677]),\n",
 655 |        "  array([ 0.69314718,  0.69314718,  0.69314718, ...,  6.5971457 ,\n",
 656 |        "          6.59850903,  6.5998705 ])),\n",
 657 |        " (1.3486990121229767, 4.5624238680878078, 0.95811767809096104))"
 658 |       ]
 659 |      },
 660 |      "execution_count": 16,
 661 |      "metadata": {},
 662 |      "output_type": "execute_result"
 663 |     },
 664 |     {
 665 |      "data": {
 666 |       "image/png": 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ZKDPLA06LH99emz8DX46f9zOAp68rIiIiIiIiIr3T2LHF8SebJSqgpCRNIVEk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\nl8mVBYwfmc+o0hAL5ox1OUoRkfRQURJitilnqa3h3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 667 |       "text/plain": [
 668 |        "<matplotlib.figure.Figure at 0x7f66d7c4f400>"
 669 |       ]
 670 |      },
 671 |      "metadata": {},
 672 |      "output_type": "display_data"
 673 |     }
 674 |    ],
 675 |    "source": [
 676 |     "fig,axes = plt.subplots(ncols=2,nrows=2)\n",
 677 |     "fig.set_size_inches(20, 10)\n",
 678 |     "sn.distplot(dailyData[\"count\"],ax=axes[0][0])\n",
 679 |     "stats.probplot(dailyData[\"count\"], dist='norm', fit=True, plot=axes[0][1])\n",
 680 |     "sn.distplot(np.log(dailyDataWithoutOutliers[\"count\"]),ax=axes[1][0])\n",
 681 |     "stats.probplot(np.log1p(dailyDataWithoutOutliers[\"count\"]), dist='norm', fit=True, plot=axes[1][1])"
 682 |    ]
 683 |   },
 684 |   {
 685 |    "cell_type": "markdown",
 686 |    "metadata": {},
 687 |    "source": [
 688 |     "## Visualizing Count Vs (Month,Season,Hour,Weekday,Usertype)\n",
 689 |     "\n",
 690 |     " - It is quiet obvious that people tend to rent bike during summer\n",
 691 |     "   season since it is really conducive to ride bike at that\n",
 692 |     "   season.Therefore June, July and August has got relatively higher\n",
 693 |     "   demand for bicycle.\n",
 694 |     " - On weekdays more people tend to rent bicycle around 7AM-8AM and 5PM-6PM. As we mentioned earlier this can be attributed to regular school and office commuters.\n",
 695 |     " - Above pattern is not observed on \"Saturday\" and \"Sunday\".More people tend to rent bicycle between 10AM and 4PM.\n",
 696 |     " - The peak user count around 7AM-8AM and 5PM-6PM is purely contributed by registered user."
 697 |    ]
 698 |   },
 699 |   {
 700 |    "cell_type": "code",
 701 |    "execution_count": 17,
 702 |    "metadata": {
 703 |     "collapsed": false
 704 |    },
 705 |    "outputs": [
 706 |     {
 707 |      "data": {
 708 |       "text/plain": [
 709 |        "[<matplotlib.text.Text at 0x7f66d574db00>,\n",
 710 |        " <matplotlib.text.Text at 0x7f66d57402b0>,\n",
 711 |        " <matplotlib.text.Text at 0x7f66d56f5a90>,\n",
 712 |        " None]"
 713 |       ]
 714 |      },
 715 |      "execution_count": 17,
 716 |      "metadata": {},
 717 |      "output_type": "execute_result"
 718 |     },
 719 |     {
 720 |      "data": {
 721 |       "image/png": 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JkiRJGgSjJpCAq4HV6utH2obfB7y5axFJkiRJkiRpoIyaQMrMm4HvRcSFmfnX3oUkSZIk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\nbesPsP7HHD54dQM/rtiF+zhmsM2ceSP5+Yd8x7feej3r1//iO3700d9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8IN9TtxfXkJxvR06ppt1DbZqG3uoq7ZNuQNlk9RaWi109Da92ZSp5VIjDGTHGcmJd5MSlyY/3mc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J5mEucavd/S3iWoOzA+8WtJUgE/mXYl+a6k/nWtSi5vOq9jS0Iqa5se4by2Z7ivbCrZg2xN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\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O/bfrMtfjK1t/45h2aYokkMotZ3F6mJZUUum5X2aVD/ERlOpDOb1htzcVnmjWgk2dC9n1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GIop1tKef7cK1R11cZt12v1bC3azI2zrh53SC2mp/EGSMXAL4CrAR/wV+AfFEW5kMAaR0UCJCGE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\n",
 722 |       "text/plain": [
 723 |        "<matplotlib.figure.Figure at 0x7f66d5b6def0>"
 724 |       ]
 725 |      },
 726 |      "metadata": {},
 727 |      "output_type": "display_data"
 728 |     }
 729 |    ],
 730 |    "source": [
 731 |     "fig,(ax1,ax2,ax3,ax4)= plt.subplots(nrows=4)\n",
 732 |     "fig.set_size_inches(20,20)\n",
 733 |     "sortOrder = [\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"]\n",
 734 |     "hueOrder = [\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"]\n",
 735 |     "\n",
 736 |     "monthAggregated = pd.DataFrame(dailyData.groupby(\"month\")[\"count\"].mean()).reset_index()\n",
 737 |     "monthSorted = monthAggregated.sort_values(by=\"count\",ascending=False)\n",
 738 |     "sn.barplot(data=monthSorted,x=\"month\",y=\"count\",ax=ax1,order=sortOrder)\n",
 739 |     "ax1.set(xlabel='Month', ylabel='Avearage Count',title=\"Average Count By Month\")\n",
 740 |     "\n",
 741 |     "hourAggregated = pd.DataFrame(dailyData.groupby([\"hour\",\"season\"],sort=True)[\"count\"].mean()).reset_index()\n",
 742 |     "sn.pointplot(x=hourAggregated[\"hour\"], y=hourAggregated[\"count\"],hue=hourAggregated[\"season\"], data=hourAggregated, join=True,ax=ax2)\n",
 743 |     "ax2.set(xlabel='Hour Of The Day', ylabel='Users Count',title=\"Average Users Count By Hour Of The Day Across Season\",label='big')\n",
 744 |     "\n",
 745 |     "hourAggregated = pd.DataFrame(dailyData.groupby([\"hour\",\"weekday\"],sort=True)[\"count\"].mean()).reset_index()\n",
 746 |     "sn.pointplot(x=hourAggregated[\"hour\"], y=hourAggregated[\"count\"],hue=hourAggregated[\"weekday\"],hue_order=hueOrder, data=hourAggregated, join=True,ax=ax3)\n",
 747 |     "ax3.set(xlabel='Hour Of The Day', ylabel='Users Count',title=\"Average Users Count By Hour Of The Day Across Weekdays\",label='big')\n",
 748 |     "\n",
 749 |     "hourTransformed = pd.melt(dailyData[[\"hour\",\"casual\",\"registered\"]], id_vars=['hour'], value_vars=['casual', 'registered'])\n",
 750 |     "hourAggregated = pd.DataFrame(hourTransformed.groupby([\"hour\",\"variable\"],sort=True)[\"value\"].mean()).reset_index()\n",
 751 |     "sn.pointplot(x=hourAggregated[\"hour\"], y=hourAggregated[\"value\"],hue=hourAggregated[\"variable\"],hue_order=[\"casual\",\"registered\"], data=hourAggregated, join=True,ax=ax4)\n",
 752 |     "ax4.set(xlabel='Hour Of The Day', ylabel='Users Count',title=\"Average Users Count By Hour Of The Day Across User Type\",label='big')"
 753 |    ]
 754 |   },
 755 |   {
 756 |    "cell_type": "markdown",
 757 |    "metadata": {},
 758 |    "source": [
 759 |     "**So we have visualized the data to a greater extent.So lets go and  build some models and see how close we can predict the results.**"
 760 |    ]
 761 |   },
 762 |   {
 763 |    "cell_type": "markdown",
 764 |    "metadata": {},
 765 |    "source": [
 766 |     "## Filling 0's In windspeed Using Random Forest ##"
 767 |    ]
 768 |   },
 769 |   {
 770 |    "cell_type": "markdown",
 771 |    "metadata": {},
 772 |    "source": [
 773 |     "**Lets Read In Train And Test Data**"
 774 |    ]
 775 |   },
 776 |   {
 777 |    "cell_type": "code",
 778 |    "execution_count": 3,
 779 |    "metadata": {
 780 |     "collapsed": false
 781 |    },
 782 |    "outputs": [],
 783 |    "source": [
 784 |     "dataTrain = pd.read_csv(\"train.csv\")\n",
 785 |     "dataTest = pd.read_csv(\"test.csv\")"
 786 |    ]
 787 |   },
 788 |   {
 789 |    "cell_type": "markdown",
 790 |    "metadata": {},
 791 |    "source": [
 792 |     "**Combine Train And Test**"
 793 |    ]
 794 |   },
 795 |   {
 796 |    "cell_type": "code",
 797 |    "execution_count": 4,
 798 |    "metadata": {
 799 |     "collapsed": true
 800 |    },
 801 |    "outputs": [],
 802 |    "source": [
 803 |     "data = dataTrain.append(dataTest)\n",
 804 |     "data.reset_index(inplace=True)\n",
 805 |     "data.drop('index',inplace=True,axis=1)"
 806 |    ]
 807 |   },
 808 |   {
 809 |    "cell_type": "markdown",
 810 |    "metadata": {},
 811 |    "source": [
 812 |     "**Feature Engineering**"
 813 |    ]
 814 |   },
 815 |   {
 816 |    "cell_type": "code",
 817 |    "execution_count": 5,
 818 |    "metadata": {
 819 |     "collapsed": true
 820 |    },
 821 |    "outputs": [],
 822 |    "source": [
 823 |     "data[\"date\"] = data.datetime.apply(lambda x : x.split()[0])\n",
 824 |     "data[\"hour\"] = data.datetime.apply(lambda x : x.split()[1].split(\":\")[0]).astype(\"int\")\n",
 825 |     "data[\"year\"] = data.datetime.apply(lambda x : x.split()[0].split(\"-\")[0])\n",
 826 |     "data[\"weekday\"] = data.date.apply(lambda dateString : datetime.strptime(dateString,\"%Y-%m-%d\").weekday())\n",
 827 |     "data[\"month\"] = data.date.apply(lambda dateString : datetime.strptime(dateString,\"%Y-%m-%d\").month)\n",
 828 |     "dataWindspeedOriginal = data[\"windspeed\"]"
 829 |    ]
 830 |   },
 831 |   {
 832 |    "cell_type": "markdown",
 833 |    "metadata": {},
 834 |    "source": [
 835 |     "**Distribution Of Windspeed Before Imputing**"
 836 |    ]
 837 |   },
 838 |   {
 839 |    "cell_type": "code",
 840 |    "execution_count": 6,
 841 |    "metadata": {
 842 |     "collapsed": false
 843 |    },
 844 |    "outputs": [
 845 |     {
 846 |      "data": {
 847 |       "text/plain": [
 848 |        "[<matplotlib.text.Text at 0x7f4a4f13a550>,\n",
 849 |        " <matplotlib.text.Text at 0x7f4a4f1dfe80>,\n",
 850 |        " <matplotlib.text.Text at 0x7f4a4f1693c8>,\n",
 851 |        " None]"
 852 |       ]
 853 |      },
 854 |      "execution_count": 6,
 855 |      "metadata": {},
 856 |      "output_type": "execute_result"
 857 |     },
 858 |     {
 859 |      "data": {
 860 |       "image/png": 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JkiRJkqQ+WG65JUed57qvcypJkiRJkiTp6cmikiRJkiRJkhqzqCRJkiRJkqTGLCpJkiRJ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\n",
 861 |       "text/plain": [
 862 |        "<matplotlib.figure.Figure at 0x7f4a80132e80>"
 863 |       ]
 864 |      },
 865 |      "metadata": {},
 866 |      "output_type": "display_data"
 867 |     }
 868 |    ],
 869 |    "source": [
 870 |     "fig,ax= plt.subplots()\n",
 871 |     "fig.set_size_inches(20,5)\n",
 872 |     "windspeed = pd.DataFrame(data.windspeed.value_counts()).reset_index()\n",
 873 |     "plt.xticks(rotation=45) \n",
 874 |     "sn.barplot(data=windspeed,x=\"index\",y=\"windspeed\",ax=ax)\n",
 875 |     "ax.set(xlabel='Windspeed Values', ylabel='Count',title=\"Count Of Windspeed Values Before Imputing\",label='big')"
 876 |    ]
 877 |   },
 878 |   {
 879 |    "cell_type": "markdown",
 880 |    "metadata": {},
 881 |    "source": [
 882 |     "**Random Forest Model To Predict 0's In Windspeed**"
 883 |    ]
 884 |   },
 885 |   {
 886 |    "cell_type": "code",
 887 |    "execution_count": 7,
 888 |    "metadata": {
 889 |     "collapsed": true
 890 |    },
 891 |    "outputs": [],
 892 |    "source": [
 893 |     "from sklearn.ensemble import RandomForestClassifier\n",
 894 |     "\n",
 895 |     "windColumns = [\"season\",\"weather\",\"humidity\",\"month\",\"temp\",\"year\",\"atemp\"]\n",
 896 |     "dataWind0 = data[data[\"windspeed\"]==0]\n",
 897 |     "dataWindNot0 = data[data[\"windspeed\"]!=0]\n",
 898 |     "dataWindNot0[\"windspeed\"] = dataWindNot0[\"windspeed\"].astype(\"str\")\n",
 899 |     "\n",
 900 |     "rfModel_wind = RandomForestClassifier()\n",
 901 |     "rfModel_wind.fit(dataWindNot0[windColumns], dataWindNot0[\"windspeed\"])\n",
 902 |     "wind0Values = rfModel_wind.predict(X= dataWind0[windColumns])\n",
 903 |     "\n",
 904 |     "dataWind0[\"windspeed\"] = wind0Values\n",
 905 |     "data = dataWindNot0.append(dataWind0)\n",
 906 |     "data[\"windspeed\"] = data[\"windspeed\"].astype(\"float\")\n",
 907 |     "data.reset_index(inplace=True)\n",
 908 |     "data.drop('index',inplace=True,axis=1)"
 909 |    ]
 910 |   },
 911 |   {
 912 |    "cell_type": "markdown",
 913 |    "metadata": {},
 914 |    "source": [
 915 |     "**Distribution Of Windspeed After Imputing**"
 916 |    ]
 917 |   },
 918 |   {
 919 |    "cell_type": "code",
 920 |    "execution_count": 8,
 921 |    "metadata": {
 922 |     "collapsed": false
 923 |    },
 924 |    "outputs": [
 925 |     {
 926 |      "data": {
 927 |       "text/plain": [
 928 |        "[<matplotlib.text.Text at 0x7f4a49b72b38>,\n",
 929 |        " <matplotlib.text.Text at 0x7f4a49b82400>,\n",
 930 |        " <matplotlib.text.Text at 0x7f4a49ab4780>,\n",
 931 |        " None]"
 932 |       ]
 933 |      },
 934 |      "execution_count": 8,
 935 |      "metadata": {},
 936 |      "output_type": "execute_result"
 937 |     },
 938 |     {
 939 |      "data": {
 940 |       "image/png": 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SJEmSlkffhr9JkiRJkiRp1WVRSZIkSZIkSY1ZVJIkSZIkSVJjFpUkSZIkSZLUmEUlSZIk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\nCIIgaJn/D0tjZ+b6fyGzAAAAAElFTkSuQmCC\n",
 941 |       "text/plain": [
 942 |        "<matplotlib.figure.Figure at 0x7f4a4f1e9400>"
 943 |       ]
 944 |      },
 945 |      "metadata": {},
 946 |      "output_type": "display_data"
 947 |     }
 948 |    ],
 949 |    "source": [
 950 |     "fig,ax= plt.subplots()\n",
 951 |     "fig.set_size_inches(20,5)\n",
 952 |     "windspeed = pd.DataFrame(data.windspeed.value_counts()).reset_index()\n",
 953 |     "plt.xticks(rotation=45) \n",
 954 |     "sn.barplot(data=windspeed,x=\"index\",y=\"windspeed\",ax=ax)\n",
 955 |     "ax.set(xlabel='Windspeed Values', ylabel='Count',title=\"Count Of Windspeed Values After Imputing\",label='big')"
 956 |    ]
 957 |   },
 958 |   {
 959 |    "cell_type": "markdown",
 960 |    "metadata": {},
 961 |    "source": [
 962 |     "**Coercing To Categorical Type**"
 963 |    ]
 964 |   },
 965 |   {
 966 |    "cell_type": "code",
 967 |    "execution_count": 10,
 968 |    "metadata": {
 969 |     "collapsed": true
 970 |    },
 971 |    "outputs": [],
 972 |    "source": [
 973 |     "categoricalFeatureNames = [\"season\",\"holiday\",\"workingday\",\"weather\",\"weekday\",\"month\",\"year\",\"hour\"]\n",
 974 |     "numericalFeatureNames = [\"temp\",\"humidity\",\"windspeed\",\"atemp\"]\n",
 975 |     "dropFeatures = ['casual',\"count\",\"datetime\",\"date\",\"registered\"]"
 976 |    ]
 977 |   },
 978 |   {
 979 |    "cell_type": "code",
 980 |    "execution_count": 11,
 981 |    "metadata": {
 982 |     "collapsed": true
 983 |    },
 984 |    "outputs": [],
 985 |    "source": [
 986 |     "for var in categoricalFeatureNames:\n",
 987 |     "    data[var] = data[var].astype(\"category\")"
 988 |    ]
 989 |   },
 990 |   {
 991 |    "cell_type": "markdown",
 992 |    "metadata": {},
 993 |    "source": [
 994 |     "**Splitting Train And Test Data**"
 995 |    ]
 996 |   },
 997 |   {
 998 |    "cell_type": "code",
 999 |    "execution_count": 13,
1000 |    "metadata": {
1001 |     "collapsed": true
1002 |    },
1003 |    "outputs": [],
1004 |    "source": [
1005 |     "dataTrain = data[pd.notnull(data['count'])].sort_values(by=[\"datetime\"])\n",
1006 |     "dataTest = data[~pd.notnull(data['count'])].sort_values(by=[\"datetime\"])\n",
1007 |     "datetimecol = dataTest[\"datetime\"]\n",
1008 |     "yLabels = dataTrain[\"count\"]\n",
1009 |     "# yLablesRegistered = dataTrain[\"registered\"]\n",
1010 |     "# yLablesCasual = dataTrain[\"casual\"]"
1011 |    ]
1012 |   },
1013 |   {
1014 |    "cell_type": "markdown",
1015 |    "metadata": {},
1016 |    "source": [
1017 |     "**Train and validator Split**"
1018 |    ]
1019 |   },
1020 |   {
1021 |    "cell_type": "code",
1022 |    "execution_count": 14,
1023 |    "metadata": {
1024 |     "collapsed": false
1025 |    },
1026 |    "outputs": [],
1027 |    "source": [
1028 |     "from sklearn.model_selection import train_test_split\n",
1029 |     "X_train, X_validate, y_train, y_validate = train_test_split( dataTrain, yLabels, test_size=0.3, random_state=42)\n",
1030 |     "dateTimeColValidate = X_validate[\"datetime\"]"
1031 |    ]
1032 |   },
1033 |   {
1034 |    "cell_type": "markdown",
1035 |    "metadata": {},
1036 |    "source": [
1037 |     "**Dropping  Unncessary Variables**"
1038 |    ]
1039 |   },
1040 |   {
1041 |    "cell_type": "code",
1042 |    "execution_count": 15,
1043 |    "metadata": {
1044 |     "collapsed": true
1045 |    },
1046 |    "outputs": [],
1047 |    "source": [
1048 |     "dataTrain  = dataTrain.drop(dropFeatures,axis=1)\n",
1049 |     "dataTest  = dataTest.drop(dropFeatures,axis=1)\n",
1050 |     "X_train = X_train.drop(dropFeatures,axis=1)\n",
1051 |     "X_validate = X_validate.drop(dropFeatures,axis=1)"
1052 |    ]
1053 |   },
1054 |   {
1055 |    "cell_type": "markdown",
1056 |    "metadata": {},
1057 |    "source": [
1058 |     "**RMSLE Scorer**"
1059 |    ]
1060 |   },
1061 |   {
1062 |    "cell_type": "code",
1063 |    "execution_count": 17,
1064 |    "metadata": {
1065 |     "collapsed": true
1066 |    },
1067 |    "outputs": [],
1068 |    "source": [
1069 |     "def rmsle(y, y_,convertExp=True):\n",
1070 |     "    if convertExp:\n",
1071 |     "        y = np.exp(y),\n",
1072 |     "        y_ = np.exp(y_)\n",
1073 |     "    log1 = np.nan_to_num(np.array([np.log(v + 1) for v in y]))\n",
1074 |     "    log2 = np.nan_to_num(np.array([np.log(v + 1) for v in y_]))\n",
1075 |     "    calc = (log1 - log2) ** 2\n",
1076 |     "    return np.sqrt(np.mean(calc))"
1077 |    ]
1078 |   },
1079 |   {
1080 |    "cell_type": "code",
1081 |    "execution_count": 18,
1082 |    "metadata": {
1083 |     "collapsed": true
1084 |    },
1085 |    "outputs": [],
1086 |    "source": [
1087 |     "import warnings\n",
1088 |     "pd.options.mode.chained_assignment = None\n",
1089 |     "warnings.filterwarnings(\"ignore\", category=DeprecationWarning)"
1090 |    ]
1091 |   },
1092 |   {
1093 |    "cell_type": "markdown",
1094 |    "metadata": {},
1095 |    "source": [
1096 |     "## **Linear Regression Model** ##"
1097 |    ]
1098 |   },
1099 |   {
1100 |    "cell_type": "code",
1101 |    "execution_count": 24,
1102 |    "metadata": {
1103 |     "collapsed": false
1104 |    },
1105 |    "outputs": [
1106 |     {
1107 |      "name": "stdout",
1108 |      "output_type": "stream",
1109 |      "text": [
1110 |       "RMSLE Value For Linear Regression In Validation:  0.983071037739\n"
1111 |      ]
1112 |     }
1113 |    ],
1114 |    "source": [
1115 |     "from sklearn.linear_model import LinearRegression,Ridge,Lasso\n",
1116 |     "from sklearn.model_selection import GridSearchCV\n",
1117 |     "\n",
1118 |     "# Initialize logistic regression model\n",
1119 |     "lModel = LinearRegression()\n",
1120 |     "\n",
1121 |     "# Train the model\n",
1122 |     "lModel.fit(X = X_train,y = np.log1p(y_train))\n",
1123 |     "\n",
1124 |     "# Make predictions\n",
1125 |     "preds = lModel.predict(X= X_validate)\n",
1126 |     "print (\"RMSLE Value For Linear Regression In Validation: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))\n"
1127 |    ]
1128 |   },
1129 |   {
1130 |    "cell_type": "markdown",
1131 |    "metadata": {},
1132 |    "source": [
1133 |     "**Visualizing Distribution Of Train And Test**"
1134 |    ]
1135 |   },
1136 |   {
1137 |    "cell_type": "code",
1138 |    "execution_count": 22,
1139 |    "metadata": {
1140 |     "collapsed": false
1141 |    },
1142 |    "outputs": [
1143 |     {
1144 |      "name": "stderr",
1145 |      "output_type": "stream",
1146 |      "text": [
1147 |       "/home/vivek/anaconda3/lib/python3.6/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
1148 |       "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
1149 |      ]
1150 |     },
1151 |     {
1152 |      "data": {
1153 |       "text/plain": [
1154 |        "[<matplotlib.text.Text at 0x7f4a487e3080>]"
1155 |       ]
1156 |      },
1157 |      "execution_count": 22,
1158 |      "metadata": {},
1159 |      "output_type": "execute_result"
1160 |     },
1161 |     {
1162 |      "data": {
1163 |       "image/png": 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uAO4E7h9yyf3AbcDLgFtDCBeP0eYdQFOM8VrgQeD6ifkakiRJ0vlp60i2p82b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\naFQltnmIAAAAAElFTkSuQmCC\n",
1164 |       "text/plain": [
1165 |        "<matplotlib.figure.Figure at 0x7f4a48bc6eb8>"
1166 |       ]
1167 |      },
1168 |      "metadata": {},
1169 |      "output_type": "display_data"
1170 |     }
1171 |    ],
1172 |    "source": [
1173 |     "predsTest = lModel.predict(X=dataTest)\n",
1174 |     "fig,(ax1,ax2)= plt.subplots(ncols=2)\n",
1175 |     "fig.set_size_inches(20,5)\n",
1176 |     "sn.distplot(yLabels,ax=ax1,bins=100)\n",
1177 |     "sn.distplot(np.exp(predsTest),ax=ax2,bins=100)\n",
1178 |     "ax1.set(title=\"Training Set Distribution\")\n",
1179 |     "ax2.set(title=\"Test Set Distribution\")"
1180 |    ]
1181 |   },
1182 |   {
1183 |    "cell_type": "markdown",
1184 |    "metadata": {},
1185 |    "source": [
1186 |     "## **Regularization Model -  Ridge** ##"
1187 |    ]
1188 |   },
1189 |   {
1190 |    "cell_type": "code",
1191 |    "execution_count": 25,
1192 |    "metadata": {
1193 |     "collapsed": false
1194 |    },
1195 |    "outputs": [
1196 |     {
1197 |      "name": "stdout",
1198 |      "output_type": "stream",
1199 |      "text": [
1200 |       "{'alpha': 100, 'max_iter': 3000}\n",
1201 |       "RMSLE Value For Ridge Regression:  0.983144169959\n"
1202 |      ]
1203 |     },
1204 |     {
1205 |      "data": {
1206 |       "text/plain": [
1207 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f4a480bff98>"
1208 |       ]
1209 |      },
1210 |      "execution_count": 25,
1211 |      "metadata": {},
1212 |      "output_type": "execute_result"
1213 |     },
1214 |     {
1215 |      "data": {
1216 |       "image/png": 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XzmBSyais1KfBo7S0ONFbX0aDp8HG4EmSJEmSpN61JZO8tusoj67fy/b9Nd36iwrzWX3l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\n",
1217 |       "text/plain": [
1218 |        "<matplotlib.figure.Figure at 0x7f4a483f5a58>"
1219 |       ]
1220 |      },
1221 |      "metadata": {},
1222 |      "output_type": "display_data"
1223 |     }
1224 |    ],
1225 |    "source": [
1226 |     "from sklearn.linear_model import Ridge\n",
1227 |     "from sklearn.model_selection import GridSearchCV\n",
1228 |     "from sklearn import metrics\n",
1229 |     "\n",
1230 |     "ridge_m_ = Ridge()\n",
1231 |     "ridge_params_ = { 'max_iter':[3000],'alpha':[0.01,0.05,0.1, 1, 2, 3, 4, 10, 30,100,200,300,400,800,900,1000]}\n",
1232 |     "rmsle_scorer = metrics.make_scorer(rmsle, greater_is_better=False)\n",
1233 |     "grid_ridge_m = GridSearchCV( ridge_m_,\n",
1234 |     "                          ridge_params_,\n",
1235 |     "                          scoring = rmsle_scorer,\n",
1236 |     "                          cv=5)\n",
1237 |     "grid_ridge_m.fit(X = X_train,y = np.log1p(y_train))\n",
1238 |     "preds = grid_ridge_m.predict(X= X_validate)\n",
1239 |     "print (grid_ridge_m.best_params_)\n",
1240 |     "print (\"RMSLE Value For Ridge Regression: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))\n",
1241 |     "\n",
1242 |     "fig,ax= plt.subplots()\n",
1243 |     "fig.set_size_inches(20,5)\n",
1244 |     "df = pd.DataFrame(grid_ridge_m.grid_scores_)\n",
1245 |     "df[\"alpha\"] = df[\"parameters\"].apply(lambda x:x[\"alpha\"])\n",
1246 |     "df[\"rmsle\"] = df[\"mean_validation_score\"].apply(lambda x:-x)\n",
1247 |     "sn.pointplot(data=df,x=\"alpha\",y=\"rmsle\",ax=ax)"
1248 |    ]
1249 |   },
1250 |   {
1251 |    "cell_type": "markdown",
1252 |    "metadata": {},
1253 |    "source": [
1254 |     "## **Regularization Model - Lasso** ##"
1255 |    ]
1256 |   },
1257 |   {
1258 |    "cell_type": "code",
1259 |    "execution_count": 26,
1260 |    "metadata": {
1261 |     "collapsed": false
1262 |    },
1263 |    "outputs": [
1264 |     {
1265 |      "name": "stdout",
1266 |      "output_type": "stream",
1267 |      "text": [
1268 |       "{'alpha': 0.005, 'max_iter': 3000}\n",
1269 |       "RMSLE Value For Lasso Regression:  0.983083421084\n"
1270 |      ]
1271 |     },
1272 |     {
1273 |      "data": {
1274 |       "text/plain": [
1275 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f4a45cd9748>"
1276 |       ]
1277 |      },
1278 |      "execution_count": 26,
1279 |      "metadata": {},
1280 |      "output_type": "execute_result"
1281 |     },
1282 |     {
1283 |      "data": {
1284 |       "image/png": 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g7HSvivIzYj4vGArrdPdo9G5rQzrWPqTpmeXCI5e2l0dWHtVVF2hHRa68npQL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\nJEmSJEmSpNIsJkmSJEmSJKm0/wFmJL1IrPG1wQAAAABJRU5ErkJggg==\n",
1285 |       "text/plain": [
1286 |        "<matplotlib.figure.Figure at 0x7f4a4799f940>"
1287 |       ]
1288 |      },
1289 |      "metadata": {},
1290 |      "output_type": "display_data"
1291 |     }
1292 |    ],
1293 |    "source": [
1294 |     "from sklearn.linear_model import Lasso\n",
1295 |     "lasso_m_ = Lasso()\n",
1296 |     "\n",
1297 |     "alpha  = [0.001,0.005,0.01,0.3,0.1,0.3,0.5,0.7,1]\n",
1298 |     "lasso_params_ = { 'max_iter':[3000],'alpha':alpha}\n",
1299 |     "\n",
1300 |     "grid_lasso_m = GridSearchCV( lasso_m_,lasso_params_,scoring = rmsle_scorer,cv=5)\n",
1301 |     "yLabelsLog = np.log1p(yLabels)\n",
1302 |     "grid_lasso_m.fit(X = X_train,y = np.log1p(y_train))\n",
1303 |     "preds = grid_lasso_m.predict(X= X_validate)\n",
1304 |     "print (grid_lasso_m.best_params_)\n",
1305 |     "print (\"RMSLE Value For Lasso Regression: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))\n",
1306 |     "\n",
1307 |     "fig,ax= plt.subplots()\n",
1308 |     "fig.set_size_inches(20,5)\n",
1309 |     "df = pd.DataFrame(grid_lasso_m.grid_scores_)\n",
1310 |     "df[\"alpha\"] = df[\"parameters\"].apply(lambda x:x[\"alpha\"])\n",
1311 |     "df[\"rmsle\"] = df[\"mean_validation_score\"].apply(lambda x:-x)\n",
1312 |     "sn.pointplot(data=df,x=\"alpha\",y=\"rmsle\",ax=ax)"
1313 |    ]
1314 |   },
1315 |   {
1316 |    "cell_type": "markdown",
1317 |    "metadata": {},
1318 |    "source": [
1319 |     "## **Ensemble Models - Random Forest** ##"
1320 |    ]
1321 |   },
1322 |   {
1323 |    "cell_type": "code",
1324 |    "execution_count": 27,
1325 |    "metadata": {
1326 |     "collapsed": false
1327 |    },
1328 |    "outputs": [
1329 |     {
1330 |      "name": "stdout",
1331 |      "output_type": "stream",
1332 |      "text": [
1333 |       "RMSLE Value For Random Forest:  0.284294493295\n"
1334 |      ]
1335 |     }
1336 |    ],
1337 |    "source": [
1338 |     "from sklearn.ensemble import RandomForestRegressor\n",
1339 |     "from sklearn.model_selection import GridSearchCV\n",
1340 |     "rfModel = RandomForestRegressor(n_estimators=100) ### Test 0.44\n",
1341 |     "rfModel.fit(X = X_train,y = np.log1p(y_train))\n",
1342 |     "preds = rfModel.predict(X= X_validate)\n",
1343 |     "print (\"RMSLE Value For Random Forest: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))"
1344 |    ]
1345 |   },
1346 |   {
1347 |    "cell_type": "markdown",
1348 |    "metadata": {},
1349 |    "source": [
1350 |     "**Feature Importance By Random Forest**"
1351 |    ]
1352 |   },
1353 |   {
1354 |    "cell_type": "code",
1355 |    "execution_count": 29,
1356 |    "metadata": {
1357 |     "collapsed": false
1358 |    },
1359 |    "outputs": [
1360 |     {
1361 |      "data": {
1362 |       "text/plain": [
1363 |        "<matplotlib.axes._subplots.AxesSubplot at 0x7f4a45ae9f60>"
1364 |       ]
1365 |      },
1366 |      "execution_count": 29,
1367 |      "metadata": {},
1368 |      "output_type": "execute_result"
1369 |     },
1370 |     {
1371 |      "data": {
1372 |       "image/png": 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8PvahSfb2lgZvTPJz4+2HZXjTcfG43x6e4USUDBexj+nuI5JcmuQnxuk/nOQn\nBEYbOiDD/n1xhtfjz4y3n53k2CSHjT8/V1V3Hde5YXf/RIbj/BO6+w+SfKO7HzHO/4Ekz89wHPrJ\nZceePdl6x5GHZ/X9+PXu/l5346p6VJI7dPfvrtj2fTL8bZbvz+clecH4/3Cncf17ZHgDeL9x+RrX\nv02GN3lHJvn7DG/Av/f/Na73+T0s2Fh5TbKWH83whu8pSV6S5Ljx9rErlntxksd19/+X4c3b93T3\nGzMc7/97kldnz96v01p5njsoQ6us45J8PclvJXnQeNy+Q1UdOq631vHo0eP8e2Vo1XhQkh8bA9G9\n2fZev9w2Vx83XpPkactfv939nSS3THJqdx883v6RrH3dc4Mk79ybAqPRMUnePe7HE5I8IdNfnxyV\n5Ivj+6PHJrlNVR2e5Ie6+9AMYcbvjB9QJsO59agk78wQgOzJ1no93y9DgJkModr53X14kn/LsD8f\nl+F95GG5uvVnMnx4eGiG8+Ily6afv2zZX0jymKz+9/ujJL807v8zkxy/znl2T3Zt3+Ovdt68ZZIz\nx/+Jn03y/O4+P8mNxlA7GQLB/zOLJ3JdCY12jI939+Xd/c0Mie89uvsj47z3ZzgArOejM61uz3P/\nJE8ZP4X4/5PcfNm8j3b3YoZP5ZZaEX1l2TLvGX9/OHvHwW4jH8hwgXVohhPE/TIEDl/PcAH7/vFn\nnyR3zvr7/pVJ3jq23rpVhqT8K9393Qxv1pLh7/LIqjo7yUuT3Kq7r0zyd0l+cnz8D40Xb3uzN+Xq\nC6SHZvgE6OHjfj81yU3GMRgWkvxZVX0gw6dxtxrX+VR3f3vnlrxb+th4vLg4yT+Or8X/yPBG4R+6\n+4ruviLD63fpDdqHxt9fzDVf/0s+291f7u6rMrwZWW2ZPc1ax5GvZe39uPy8d88Mx4MnrbLt5fvz\nogz78+65+piy1CLxHkk+0t1XdfeFGVonJcPf80Xj/8ijMxxzPp3kFlW1NcnRSf7iOj37Xc/Ka5K1\nLB0nLs7Q8uqyDPtr5Wv2zt39qfH2B9ba2F6wX6c1cZ5bNu+eGVopvms8nh+QMfjM2sejpb/HZ7r7\nwnGZj8Q1zPZev3w5ya9U1QeT/Fqu+XdZcumy1tNfyrDv173m3KHPaPdwZpInVNWJGVq77J/pr08+\nnCEMeWWSu41dke+b8bgyHoP+OcPfL9n4fLsnWev1/PEVy63cJ/fI0LIuGVqQLjk1w3ueJ+eax+KV\n74Pun9UlD2koAAAI/klEQVT/fgcledU4/fFJ/lvWPs/uya7te/zVzpuXZAj8/z5Di6OlY9CfJ/nZ\nqto/Q1D6Hzv8WewAuqftGFesM++GGVrGLK6YfoNlt/f2N8jb6zsZPjn+8Crzrljj9tKF8/WW3V/5\nN9kbnZXh04KbZPiU+LgMJ6znJnlAd1+jH3VVPTNr7/svJnl8Vf1xhv171bJ5S/v9V5N8qbsfX1X3\nzTDGQ5K8IUOrowsyNOvfq3X316rqi1X1Yxn23aVJfq+737R8uap6TZKf6u7zx/2+xDFlOmsdL26Z\na77ZXjqOr1xutTfkK88H671p31OcldWPI88bfy9Zvh+Xv0bvnOSfMnyC/ecrtr3a/lx+fFlcNn21\nY87Lk7y0u8+oqqVum8lwnHlErm4NuSdZuc+Wn+tusMZy672uV9uva9mT9+u01jrPJcPr/ryxteL3\njN3Tpr1+WZq2t1/DnJXtu355bZJ3dfcra/jygoeuss3VjjfrXXPudefasZvrvTJ04XtxhtDz2dNc\nn3T3xeO6RyZ5alUdnKGLz7U93+5Jzsrqr+f3Zwjhl6zcJ8vPfd87RnT3U6vqBzO0aDmrqg5asczS\nMeS7Wf368vIMXeQWl017VLbvfLAnmOY9/mpW20+PyXB9edj4e+mLU96UoYvhZePtXdLe8Meeh09X\n1SHj7SMyvCguzdA0NuN4DPussS5ruypD0PmRDE0oU1X3qKpnbMc2Dht/H5Lh04y9Wnd/Jskdkty8\nu7dl+CTu4RlS8SOr6qZVtamqXl5VN8n6+/63Mnzq/7wMLQxuXlW3qKob5Oo3jrfO0H83GZre33Cs\n45NJbpfhk40PzuwJ717emKHf9KkZ9vvRSVJVt6mqF43L3DzJF8YuO0dm7+hfvjO8JcOnoZvHPuj3\ny9UtF1ezV59L1zmO/Fum249vzzBQ8G9X1X+b4iE/l+HT6WToFpUM4yvcZzxe3SnJ94/Tb53kc1V1\nowytGZf+R96U4aL84u6+fPpnu1v63vVHrhniTetLNdiUodvPSkvn5mTv2q9rWe08t7SPOsnda/wm\ntap6flXdbsrt3rWqbrusy8pefQ1zLa5flo4FmzKcT5eOBctfv6u5Ltece5yq+vkM3clOy3Dd991M\neX0yjnP04O4+M0NXn/smOTfjcaWGb+G9a5J/3XnPaNewzuv5/RutmqvPh0cmSVXdvKqe293/0t0v\nyND6bt9xmZXvg9a6vvxUxvEIq+rnxzF61jrP7k1We4+/mtXOm7dO8m9jy+lH5Or3QAsZ/kaPzzAc\nxS5pr77QnaFfydAc/n0ZxmE4OcM/32VVdU6GF8UF8ytvt3V+hgE7tya5W1V9KMmfZftChhtX1d9l\nGJzvBTu+xN3SV5L8+3j7IxmaVH4hQ7/mDyb5hyRf7u5vZWgyu96+/70Mb+LunWGAtw9kCD0+Pc5/\nQ5JnVNWZ42PtV1XHjfPOzNXN8xkGCL5bhv3310m+OR4/3parmye/IkM3nVOS/H6GT6luO7kproVT\nMrx+P5RhfJJ/X2fZT1TV3thNYbnVjiNnZ8r9OF40PS/Jn0zxWL+b5GU1DBD6lSRXjl1K/m+GJvcv\nzNVjO/xRktMyDGD5R0l+oaruNTb//mb2jpaNpyR5RVW9PUMXv+31nAzHobcluXCV+WclObuqbr2X\n7de1TJzncvW58PsztER6x9hF4VaZ/m/SGcYK/HCSc7r7n3Z04buh7bl++dMMx4B3JvmrJEdU1Y9n\n2et3jcfY6Lpnb/OZJH88vsd5XobBlKe9PrksyXPGLk9vSPIH43nivLHb4LuTPGvsprY3mng9Z2jF\nv543JDm4qt6bobvZYnd/I8nWqvro+Hf6h+7++rj8fcZlf2Rcd63ryxOSPHvsXnhshi+iWOs8uzdZ\n7T3+alY7b745yU+P+/+yJF+sqqXxdU/N0EJ128wqv442LS56f8beoYZv7Dm1u/9u3rVwTWMS/+4k\nT+nuz867nl1BVR2Z4dsqfmHDhWEvMnZpuLyHbzD6zSSbuvtFG623Yhu3zjDg/kHjp37sAPbrbFTV\nnTNcv9x3o2UBVlPDt6f90Dg+D7uQqnp9ktd190Yty+bGmEbAXI0Xw29O8tcCo0FVPT/DN408cqNl\nYS/07SSvrqpvJbk8wzgBU6uqh2f4hrtnCDZ2HPsVAKZXVTfO0Nrx3F05MEq0NAIAAABgFcY0AgAA\nAGCC0AgAAACACUIjAAAAACYYCBsAIElV/XWSuyV5WHdv9FXHy9e7f4av9v78zIoDAJgDLY0AAAaP\nTHLo9gRGo+OS3GUG9QAAzJVvTwMA9npV9WdJnpjkg0leneTJSTYlWUjypO7+WlU9NckTknwnyX8l\n+bkkRyZ5bZJ/T/JrSZ6b5He7+z1VdeckZ3f37avqdUm+naSSPDbJrZKcmOQG48/Tu/sTVXVCkscl\nuXz8eVx3f232ewAAYJKWRgDAXq+7nzTefFySZyZ5cHc/IMlZSZ49zrtJkh/v7iOSXJAh0HlLkk8m\neWZ3v2+Dh7lZdz+wu7+U5C+SPKW7H5jkaUn+bFzmBUkeOj7G/06y/w54egAA14oxjQAArnZIktsm\neVdVJcmNkvzbOO9rSd5RVVcluXOSi7dz2+ckSVXdJkOLo1ePj5Ek+1bV9TK0cjqjqk5N8jfd/Zlr\n/1QAAK4boREAwNW+neSj3f3Q5ROr6vZJXpbknt39lap62RrrL+/3f8MV876z7DG+PbYyWukZVXWn\nJD+Z5LSqemZ3v3N7nwQAwI6gexoAwNU+keSgqtovSarqUVV1dJLbJPnqGBjdMsmPZ2iFlCRXZRiX\nKEkuTXKH8faDVnuA7v5Gkguq6ifHx/iBqnpuVW2pqt9JcmF3/0mSVyQ5aIc/QwCAKWlpBABwtYuS\nnJDk76pqaTDqX8gwIPa/VtVHk3wuyfOS/ElVvT3Ju5P8aVX9apI/TvLKqnpMkjPWeZwnJDm5qp6V\nIXB6RndfUlX7JDm3qi5J8t0Mg3MDAMyFb08DAAAAYILuaQAAAABMEBoBAAAAMEFoBAAAAMAEoREA\nAAAAE4RGAAAAAEwQGgEAAAAwQWgEAAAAwAShEQAAAAAT/h942mW4UpV2vAAAAABJRU5ErkJggg==\n",
1373 |       "text/plain": [
1374 |        "<matplotlib.figure.Figure at 0x7f4a45b485f8>"
1375 |       ]
1376 |      },
1377 |      "metadata": {},
1378 |      "output_type": "display_data"
1379 |     }
1380 |    ],
1381 |    "source": [
1382 |     "features = pd.DataFrame()\n",
1383 |     "features['features'] = X_train.columns\n",
1384 |     "features['coefficient'] = rfModel.feature_importances_\n",
1385 |     "features.sort_values(by=['coefficient'],ascending=False,inplace=True)\n",
1386 |     "fig,ax= plt.subplots()\n",
1387 |     "fig.set_size_inches(20,5)\n",
1388 |     "sn.barplot(data=features,x=\"features\",y=\"coefficient\",ax=ax)"
1389 |    ]
1390 |   },
1391 |   {
1392 |    "cell_type": "markdown",
1393 |    "metadata": {},
1394 |    "source": [
1395 |     "## **Ensemble Model - Gradient Boost** ##"
1396 |    ]
1397 |   },
1398 |   {
1399 |    "cell_type": "code",
1400 |    "execution_count": 30,
1401 |    "metadata": {
1402 |     "collapsed": false
1403 |    },
1404 |    "outputs": [
1405 |     {
1406 |      "name": "stdout",
1407 |      "output_type": "stream",
1408 |      "text": [
1409 |       "RMSLE Value For Gradient Boost:  0.274506810421\n"
1410 |      ]
1411 |     }
1412 |    ],
1413 |    "source": [
1414 |     "from sklearn.ensemble import GradientBoostingRegressor\n",
1415 |     "gbm = GradientBoostingRegressor(n_estimators=4000,alpha=0.01) ### Test 0.41\n",
1416 |     "yLabelsLog = np.log1p(yLabels)\n",
1417 |     "gbm.fit(X = X_train,y = np.log1p(y_train))\n",
1418 |     "preds = gbm.predict(X= X_validate)\n",
1419 |     "print (\"RMSLE Value For Gradient Boost: \",rmsle(np.exp(np.log1p(y_validate)),np.exp(preds),False))"
1420 |    ]
1421 |   },
1422 |   {
1423 |    "cell_type": "markdown",
1424 |    "metadata": {},
1425 |    "source": [
1426 |     "**Lets compare the distribution of train and test results. More or less the distribution of train and test looks identical. It  confirms visually that our model has not predicted really bad and not suffering from major overfitting problem.**"
1427 |    ]
1428 |   },
1429 |   {
1430 |    "cell_type": "code",
1431 |    "execution_count": 31,
1432 |    "metadata": {
1433 |     "collapsed": false
1434 |    },
1435 |    "outputs": [
1436 |     {
1437 |      "name": "stderr",
1438 |      "output_type": "stream",
1439 |      "text": [
1440 |       "/home/vivek/anaconda3/lib/python3.6/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
1441 |       "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
1442 |      ]
1443 |     },
1444 |     {
1445 |      "data": {
1446 |       "text/plain": [
1447 |        "[<matplotlib.text.Text at 0x7f4a45786358>]"
1448 |       ]
1449 |      },
1450 |      "execution_count": 31,
1451 |      "metadata": {},
1452 |      "output_type": "execute_result"
1453 |     },
1454 |     {
1455 |      "data": {
1456 |       "image/png": 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GRZIkSZIkSUoYFEmSJEmSJAkwKJIkSZIkSVLCoEiSJEmSJEmAQZEkSZIkSZISBkWSJEmS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\nxdXjXgAAAABJRU5ErkJggg==\n",
1457 |       "text/plain": [
1458 |        "<matplotlib.figure.Figure at 0x7f4a457dc4a8>"
1459 |       ]
1460 |      },
1461 |      "metadata": {},
1462 |      "output_type": "display_data"
1463 |     }
1464 |    ],
1465 |    "source": [
1466 |     "predsTest = gbm.predict(X=dataTest)\n",
1467 |     "fig,(ax1,ax2)= plt.subplots(ncols=2)\n",
1468 |     "fig.set_size_inches(20,5)\n",
1469 |     "sn.distplot(yLabels,ax=ax1,bins=100)\n",
1470 |     "sn.distplot(np.exp(predsTest),ax=ax2,bins=100)\n",
1471 |     "ax1.set(title=\"Training Set Distbution\")\n",
1472 |     "ax2.set(title=\"Test Set Distribution\")"
1473 |    ]
1474 |   },
1475 |   {
1476 |    "cell_type": "code",
1477 |    "execution_count": 34,
1478 |    "metadata": {
1479 |     "collapsed": true
1480 |    },
1481 |    "outputs": [],
1482 |    "source": [
1483 |     "submission = pd.DataFrame({\n",
1484 |     "        \"datetime\": datetimecol,\n",
1485 |     "        \"count\": [max(0, x) for x in np.exp(predsTest)]\n",
1486 |     "    })\n",
1487 |     "submission.to_csv('bike_prediction_output.csv', index=False)"
1488 |    ]
1489 |   },
1490 |   {
1491 |    "cell_type": "markdown",
1492 |    "metadata": {},
1493 |    "source": [
1494 |     "**The submission will have test score of 0.41**"
1495 |    ]
1496 |   },
1497 |   {
1498 |    "cell_type": "markdown",
1499 |    "metadata": {
1500 |     "collapsed": true
1501 |    },
1502 |    "source": [
1503 |     "** To Fork Script From Kaggle**"
1504 |    ]
1505 |   },
1506 |   {
1507 |    "cell_type": "markdown",
1508 |    "metadata": {},
1509 |    "source": [
1510 |     "[\"Kaggle Script To Finish Top Ten Percentile\"](https://www.kaggle.com/viveksrinivasan/eda-ensemble-model-top-10-percentile)\n"
1511 |    ]
1512 |   },
1513 |   {
1514 |    "cell_type": "code",
1515 |    "execution_count": null,
1516 |    "metadata": {
1517 |     "collapsed": true
1518 |    },
1519 |    "outputs": [],
1520 |    "source": []
1521 |   }
1522 |  ],
1523 |  "metadata": {
1524 |   "kernelspec": {
1525 |    "display_name": "Python 3",
1526 |    "language": "python",
1527 |    "name": "python3"
1528 |   },
1529 |   "language_info": {
1530 |    "codemirror_mode": {
1531 |     "name": "ipython",
1532 |     "version": 3
1533 |    },
1534 |    "file_extension": ".py",
1535 |    "mimetype": "text/x-python",
1536 |    "name": "python",
1537 |    "nbconvert_exporter": "python",
1538 |    "pygments_lexer": "ipython3",
1539 |    "version": "3.6.0"
1540 |   }
1541 |  },
1542 |  "nbformat": 4,
1543 |  "nbformat_minor": 0
1544 | }
1545 | 


--------------------------------------------------------------------------------
/bike_sharing_demand/test.csv:
--------------------------------------------------------------------------------
   1 | datetime,season,holiday,workingday,weather,temp,atemp,humidity,windspeed
   2 | 2011-01-20 00:00:00,1,0,1,1,10.66,11.365,56,26.0027
   3 | 2011-01-20 01:00:00,1,0,1,1,10.66,13.635,56,0
   4 | 2011-01-20 02:00:00,1,0,1,1,10.66,13.635,56,0
   5 | 2011-01-20 03:00:00,1,0,1,1,10.66,12.88,56,11.0014
   6 | 2011-01-20 04:00:00,1,0,1,1,10.66,12.88,56,11.0014
   7 | 2011-01-20 05:00:00,1,0,1,1,9.84,11.365,60,15.0013
   8 | 2011-01-20 06:00:00,1,0,1,1,9.02,10.605,60,15.0013
   9 | 2011-01-20 07:00:00,1,0,1,1,9.02,10.605,55,15.0013
  10 | 2011-01-20 08:00:00,1,0,1,1,9.02,10.605,55,19.0012
  11 | 2011-01-20 09:00:00,1,0,1,2,9.84,11.365,52,15.0013
  12 | 2011-01-20 10:00:00,1,0,1,1,10.66,11.365,48,19.9995
  13 | 2011-01-20 11:00:00,1,0,1,2,11.48,13.635,45,11.0014
  14 | 2011-01-20 12:00:00,1,0,1,2,12.3,16.665,42,0
  15 | 2011-01-20 13:00:00,1,0,1,2,11.48,14.395,45,7.0015
  16 | 2011-01-20 14:00:00,1,0,1,2,12.3,15.15,45,8.9981
  17 | 2011-01-20 15:00:00,1,0,1,2,13.12,15.91,45,12.998
  18 | 2011-01-20 16:00:00,1,0,1,2,12.3,15.15,49,8.9981
  19 | 2011-01-20 17:00:00,1,0,1,2,12.3,15.91,49,7.0015
  20 | 2011-01-20 18:00:00,1,0,1,2,10.66,12.88,56,12.998
  21 | 2011-01-20 19:00:00,1,0,1,1,10.66,11.365,56,22.0028
  22 | 2011-01-20 20:00:00,1,0,1,2,10.66,12.12,60,19.0012
  23 | 2011-01-20 21:00:00,1,0,1,2,9.84,11.365,60,16.9979
  24 | 2011-01-20 22:00:00,1,0,1,2,9.84,10.605,65,19.0012
  25 | 2011-01-20 23:00:00,1,0,1,2,9.84,10.605,65,22.0028
  26 | 2011-01-21 00:00:00,1,0,1,2,9.84,11.365,70,16.9979
  27 | 2011-01-21 01:00:00,1,0,1,2,9.84,11.365,70,16.9979
  28 | 2011-01-21 02:00:00,1,0,1,3,9.84,12.12,75,11.0014
  29 | 2011-01-21 03:00:00,1,0,1,3,9.02,10.605,80,19.9995
  30 | 2011-01-21 04:00:00,1,0,1,2,9.02,12.88,87,6.0032
  31 | 2011-01-21 05:00:00,1,0,1,1,9.84,9.85,60,27.9993
  32 | 2011-01-21 06:00:00,1,0,1,1,9.02,10.605,55,16.9979
  33 | 2011-01-21 07:00:00,1,0,1,1,8.2,9.09,51,19.0012
  34 | 2011-01-21 08:00:00,1,0,1,1,8.2,9.09,47,22.0028
  35 | 2011-01-21 09:00:00,1,0,1,1,8.2,9.09,51,23.9994
  36 | 2011-01-21 10:00:00,1,0,1,1,8.2,8.335,47,31.0009
  37 | 2011-01-21 11:00:00,1,0,1,1,9.02,9.09,41,31.0009
  38 | 2011-01-21 12:00:00,1,0,1,1,9.02,9.09,27,39.0007
  39 | 2011-01-21 13:00:00,1,0,1,1,8.2,7.575,21,39.0007
  40 | 2011-01-21 14:00:00,1,0,1,1,8.2,7.575,25,35.0008
  41 | 2011-01-21 15:00:00,1,0,1,1,6.56,6.06,26,30.0026
  42 | 2011-01-21 16:00:00,1,0,1,1,6.56,6.82,26,23.9994
  43 | 2011-01-21 17:00:00,1,0,1,1,5.74,6.06,28,23.9994
  44 | 2011-01-21 18:00:00,1,0,1,1,4.92,6.06,30,16.9979
  45 | 2011-01-21 19:00:00,1,0,1,1,4.92,5.305,30,22.0028
  46 | 2011-01-21 20:00:00,1,0,1,1,4.1,3.79,33,27.9993
  47 | 2011-01-21 21:00:00,1,0,1,1,3.28,3.79,38,19.0012
  48 | 2011-01-21 22:00:00,1,0,1,1,2.46,1.515,41,26.0027
  49 | 2011-01-21 23:00:00,1,0,1,1,2.46,2.275,38,22.0028
  50 | 2011-01-22 00:00:00,1,0,0,1,1.64,1.515,45,16.9979
  51 | 2011-01-22 01:00:00,1,0,0,2,1.64,0,41,26.0027
  52 | 2011-01-22 02:00:00,1,0,0,2,1.64,1.515,41,16.9979
  53 | 2011-01-22 03:00:00,1,0,0,2,1.64,1.515,41,19.0012
  54 | 2011-01-22 04:00:00,1,0,0,2,0.82,0.76,48,19.9995
  55 | 2011-01-22 06:00:00,1,0,0,2,0.82,1.515,44,15.0013
  56 | 2011-01-22 07:00:00,1,0,0,1,0.82,0.76,44,19.0012
  57 | 2011-01-22 08:00:00,1,0,0,1,0.82,0,44,22.0028
  58 | 2011-01-22 09:00:00,1,0,0,1,1.64,1.515,41,16.9979
  59 | 2011-01-22 10:00:00,1,0,0,2,1.64,3.03,41,11.0014
  60 | 2011-01-22 11:00:00,1,0,0,2,2.46,3.79,38,8.9981
  61 | 2011-01-22 12:00:00,1,0,0,2,2.46,5.305,38,7.0015
  62 | 2011-01-22 13:00:00,1,0,0,1,3.28,8.335,35,0
  63 | 2011-01-22 14:00:00,1,0,0,1,4.1,6.82,33,7.0015
  64 | 2011-01-22 15:00:00,1,0,0,1,4.92,7.575,28,0
  65 | 2011-01-22 16:00:00,1,0,0,1,4.92,6.82,28,12.998
  66 | 2011-01-22 17:00:00,1,0,0,1,4.92,9.85,28,0
  67 | 2011-01-22 18:00:00,1,0,0,1,3.28,4.545,35,12.998
  68 | 2011-01-22 19:00:00,1,0,0,1,3.28,5.305,35,8.9981
  69 | 2011-01-22 20:00:00,1,0,0,1,2.46,3.79,45,11.0014
  70 | 2011-01-22 21:00:00,1,0,0,1,2.46,5.305,41,6.0032
  71 | 2011-01-22 22:00:00,1,0,0,1,2.46,7.575,49,0
  72 | 2011-01-22 23:00:00,1,0,0,1,1.64,3.79,57,7.0015
  73 | 2011-01-23 00:00:00,1,0,0,1,1.64,3.79,57,7.0015
  74 | 2011-01-23 01:00:00,1,0,0,1,1.64,3.79,57,7.0015
  75 | 2011-01-23 02:00:00,1,0,0,1,0.82,3.03,62,8.9981
  76 | 2011-01-23 03:00:00,1,0,0,1,0.82,3.03,62,8.9981
  77 | 2011-01-23 05:00:00,1,0,0,2,1.64,3.79,57,7.0015
  78 | 2011-01-23 06:00:00,1,0,0,2,1.64,3.79,57,7.0015
  79 | 2011-01-23 07:00:00,1,0,0,1,3.28,5.305,58,11.0014
  80 | 2011-01-23 08:00:00,1,0,0,1,2.46,3.79,62,11.0014
  81 | 2011-01-23 09:00:00,1,0,0,1,4.1,3.79,54,23.9994
  82 | 2011-01-23 10:00:00,1,0,0,1,5.74,5.305,46,26.0027
  83 | 2011-01-23 11:00:00,1,0,0,1,5.74,6.82,43,15.0013
  84 | 2011-01-23 12:00:00,1,0,0,1,6.56,6.06,37,31.0009
  85 | 2011-01-23 13:00:00,1,0,0,1,5.74,5.305,33,26.0027
  86 | 2011-01-23 14:00:00,1,0,0,1,6.56,6.82,28,23.9994
  87 | 2011-01-23 15:00:00,1,0,0,1,6.56,6.82,28,23.9994
  88 | 2011-01-23 16:00:00,1,0,0,1,6.56,6.82,26,22.0028
  89 | 2011-01-23 17:00:00,1,0,0,1,5.74,5.305,26,26.0027
  90 | 2011-01-23 18:00:00,1,0,0,1,4.92,6.06,30,16.9979
  91 | 2011-01-23 19:00:00,1,0,0,1,4.92,6.06,30,19.0012
  92 | 2011-01-23 20:00:00,1,0,0,1,4.1,5.305,36,16.9979
  93 | 2011-01-23 21:00:00,1,0,0,1,4.1,5.305,36,12.998
  94 | 2011-01-23 22:00:00,1,0,0,1,3.28,4.545,38,12.998
  95 | 2011-01-23 23:00:00,1,0,0,1,2.46,3.03,41,15.0013
  96 | 2011-01-24 00:00:00,1,0,1,1,2.46,3.03,41,12.998
  97 | 2011-01-24 01:00:00,1,0,1,1,1.64,2.275,45,12.998
  98 | 2011-01-24 03:00:00,1,0,1,1,1.64,1.515,45,16.9979
  99 | 2011-01-24 04:00:00,1,0,1,1,0.82,3.03,48,8.9981
 100 | 2011-01-24 05:00:00,1,0,1,1,0.82,3.03,48,8.9981
 101 | 2011-01-24 06:00:00,1,0,1,1,0.82,3.79,48,6.0032
 102 | 2011-01-24 07:00:00,1,0,1,1,0.82,6.06,48,0
 103 | 2011-01-24 08:00:00,1,0,1,1,1.64,6.82,49,0
 104 | 2011-01-24 09:00:00,1,0,1,1,2.46,7.575,41,0
 105 | 2011-01-24 10:00:00,1,0,1,1,4.1,6.82,42,0
 106 | 2011-01-24 11:00:00,1,0,1,1,4.1,6.06,46,8.9981
 107 | 2011-01-24 12:00:00,1,0,1,2,4.92,6.82,42,12.998
 108 | 2011-01-24 13:00:00,1,0,1,2,5.74,6.82,43,15.0013
 109 | 2011-01-24 14:00:00,1,0,1,2,5.74,6.82,46,15.0013
 110 | 2011-01-24 15:00:00,1,0,1,1,6.56,8.335,40,11.0014
 111 | 2011-01-24 16:00:00,1,0,1,1,6.56,7.575,47,16.9979
 112 | 2011-01-24 17:00:00,1,0,1,1,5.74,6.06,50,16.9979
 113 | 2011-01-24 18:00:00,1,0,1,1,5.74,6.82,59,12.998
 114 | 2011-01-24 19:00:00,1,0,1,1,5.74,7.575,54,11.0014
 115 | 2011-01-24 20:00:00,1,0,1,1,5.74,6.82,59,12.998
 116 | 2011-01-24 21:00:00,1,0,1,1,5.74,7.575,63,11.0014
 117 | 2011-01-24 22:00:00,1,0,1,2,5.74,6.82,63,15.0013
 118 | 2011-01-24 23:00:00,1,0,1,2,6.56,7.575,64,16.9979
 119 | 2011-01-25 00:00:00,1,0,1,2,6.56,6.82,69,19.0012
 120 | 2011-01-25 01:00:00,1,0,1,2,6.56,8.335,69,11.0014
 121 | 2011-01-25 02:00:00,1,0,1,1,6.56,7.575,69,15.0013
 122 | 2011-01-25 04:00:00,1,0,1,1,5.74,8.335,74,7.0015
 123 | 2011-01-25 05:00:00,1,0,1,1,5.74,6.82,74,15.0013
 124 | 2011-01-25 06:00:00,1,0,1,1,6.56,9.09,74,7.0015
 125 | 2011-01-25 07:00:00,1,0,1,1,6.56,7.575,74,15.0013
 126 | 2011-01-25 08:00:00,1,0,1,2,6.56,9.09,74,8.9981
 127 | 2011-01-25 09:00:00,1,0,1,2,8.2,11.365,64,6.0032
 128 | 2011-01-25 10:00:00,1,0,1,2,9.02,12.12,60,7.0015
 129 | 2011-01-25 11:00:00,1,0,1,2,9.84,12.12,60,8.9981
 130 | 2011-01-25 12:00:00,1,0,1,2,10.66,14.395,56,6.0032
 131 | 2011-01-25 13:00:00,1,0,1,2,10.66,13.635,56,8.9981
 132 | 2011-01-25 14:00:00,1,0,1,2,12.3,16.665,45,0
 133 | 2011-01-25 15:00:00,1,0,1,2,13.12,17.425,42,0
 134 | 2011-01-25 16:00:00,1,0,1,2,13.12,17.425,42,0
 135 | 2011-01-25 17:00:00,1,0,1,1,12.3,16.665,45,0
 136 | 2011-01-25 18:00:00,1,0,1,2,12.3,15.91,49,6.0032
 137 | 2011-01-25 19:00:00,1,0,1,2,10.66,12.88,65,11.0014
 138 | 2011-01-25 20:00:00,1,0,1,1,9.84,11.365,65,12.998
 139 | 2011-01-25 21:00:00,1,0,1,1,9.84,11.365,65,12.998
 140 | 2011-01-25 22:00:00,1,0,1,1,9.02,11.365,64,11.0014
 141 | 2011-01-25 23:00:00,1,0,1,2,9.02,11.365,64,11.0014
 142 | 2011-01-26 00:00:00,1,0,1,2,9.02,11.365,69,8.9981
 143 | 2011-01-26 01:00:00,1,0,1,2,9.84,12.12,65,8.9981
 144 | 2011-01-26 02:00:00,1,0,1,3,9.02,11.365,69,12.998
 145 | 2011-01-26 05:00:00,1,0,1,3,8.2,9.09,86,19.0012
 146 | 2011-01-26 06:00:00,1,0,1,3,8.2,9.09,86,19.0012
 147 | 2011-01-26 07:00:00,1,0,1,3,9.02,10.605,87,19.9995
 148 | 2011-01-26 08:00:00,1,0,1,3,9.02,10.605,87,19.9995
 149 | 2011-01-26 09:00:00,1,0,1,3,9.02,10.605,87,19.9995
 150 | 2011-01-26 10:00:00,1,0,1,3,9.02,10.605,93,19.0012
 151 | 2011-01-26 11:00:00,1,0,1,3,9.02,9.85,93,22.0028
 152 | 2011-01-26 12:00:00,1,0,1,3,9.02,9.85,93,22.0028
 153 | 2011-01-26 13:00:00,1,0,1,3,9.02,9.85,93,22.0028
 154 | 2011-01-26 14:00:00,1,0,1,3,9.02,9.85,93,23.9994
 155 | 2011-01-26 15:00:00,1,0,1,3,9.02,9.09,93,31.0009
 156 | 2011-01-26 16:00:00,1,0,1,4,9.02,9.85,93,22.0028
 157 | 2011-01-26 17:00:00,1,0,1,3,8.2,9.09,93,23.9994
 158 | 2011-01-27 16:00:00,1,0,1,1,9.02,11.365,55,12.998
 159 | 2011-01-27 17:00:00,1,0,1,1,9.02,12.12,55,7.0015
 160 | 2011-01-27 18:00:00,1,0,1,1,8.2,11.365,69,6.0032
 161 | 2011-01-27 19:00:00,1,0,1,1,8.2,11.365,69,6.0032
 162 | 2011-01-27 20:00:00,1,0,1,1,7.38,10.605,74,6.0032
 163 | 2011-01-27 21:00:00,1,0,1,1,7.38,10.605,74,6.0032
 164 | 2011-01-27 22:00:00,1,0,1,1,7.38,10.605,74,6.0032
 165 | 2011-01-27 23:00:00,1,0,1,1,7.38,9.85,80,11.0014
 166 | 2011-01-28 00:00:00,1,0,1,2,8.2,10.605,75,8.9981
 167 | 2011-01-28 01:00:00,1,0,1,2,8.2,10.605,75,8.9981
 168 | 2011-01-28 02:00:00,1,0,1,2,8.2,10.605,75,11.0014
 169 | 2011-01-28 03:00:00,1,0,1,2,8.2,11.365,75,7.0015
 170 | 2011-01-28 05:00:00,1,0,1,2,7.38,10.605,80,7.0015
 171 | 2011-01-28 06:00:00,1,0,1,2,7.38,9.85,80,8.9981
 172 | 2011-01-28 07:00:00,1,0,1,2,6.56,9.85,86,6.0032
 173 | 2011-01-28 08:00:00,1,0,1,2,6.56,9.85,86,6.0032
 174 | 2011-01-28 09:00:00,1,0,1,3,7.38,10.605,86,6.0032
 175 | 2011-01-28 10:00:00,1,0,1,3,7.38,10.605,86,7.0015
 176 | 2011-01-28 11:00:00,1,0,1,3,7.38,10.605,93,7.0015
 177 | 2011-01-28 12:00:00,1,0,1,3,7.38,10.605,93,7.0015
 178 | 2011-01-28 13:00:00,1,0,1,3,7.38,10.605,93,7.0015
 179 | 2011-01-28 14:00:00,1,0,1,3,9.02,13.635,80,0
 180 | 2011-01-28 15:00:00,1,0,1,2,8.2,12.88,86,0
 181 | 2011-01-28 16:00:00,1,0,1,1,9.02,13.635,80,0
 182 | 2011-01-28 17:00:00,1,0,1,1,9.84,12.12,75,8.9981
 183 | 2011-01-28 18:00:00,1,0,1,1,9.84,11.365,75,12.998
 184 | 2011-01-28 19:00:00,1,0,1,2,9.84,12.12,75,8.9981
 185 | 2011-01-28 20:00:00,1,0,1,2,9.84,11.365,70,12.998
 186 | 2011-01-28 21:00:00,1,0,1,2,9.02,11.365,75,8.9981
 187 | 2011-01-28 22:00:00,1,0,1,1,9.84,10.605,65,23.9994
 188 | 2011-01-28 23:00:00,1,0,1,1,9.84,11.365,60,15.0013
 189 | 2011-01-29 00:00:00,1,0,0,1,9.02,9.85,64,23.9994
 190 | 2011-01-29 01:00:00,1,0,0,1,9.02,11.365,64,12.998
 191 | 2011-01-29 02:00:00,1,0,0,1,9.02,11.365,64,11.0014
 192 | 2011-01-29 03:00:00,1,0,0,1,8.2,10.605,64,8.9981
 193 | 2011-01-29 04:00:00,1,0,0,1,6.56,9.09,69,7.0015
 194 | 2011-01-29 06:00:00,1,0,0,1,6.56,9.09,64,8.9981
 195 | 2011-01-29 07:00:00,1,0,0,1,6.56,9.09,59,7.0015
 196 | 2011-01-29 08:00:00,1,0,0,1,7.38,9.85,55,11.0014
 197 | 2011-01-29 09:00:00,1,0,0,1,7.38,10.605,59,6.0032
 198 | 2011-01-29 10:00:00,1,0,0,2,7.38,10.605,64,7.0015
 199 | 2011-01-29 11:00:00,1,0,0,2,7.38,9.85,64,8.9981
 200 | 2011-01-29 12:00:00,1,0,0,2,8.2,9.85,59,12.998
 201 | 2011-01-29 13:00:00,1,0,0,2,9.02,11.365,55,11.0014
 202 | 2011-01-29 14:00:00,1,0,0,2,9.02,11.365,60,8.9981
 203 | 2011-01-29 15:00:00,1,0,0,1,9.02,10.605,69,16.9979
 204 | 2011-01-29 16:00:00,1,0,0,1,9.84,12.12,60,11.0014
 205 | 2011-01-29 17:00:00,1,0,0,1,9.84,14.395,60,0
 206 | 2011-01-29 18:00:00,1,0,0,1,9.02,11.365,69,8.9981
 207 | 2011-01-29 19:00:00,1,0,0,2,9.02,10.605,69,16.9979
 208 | 2011-01-29 20:00:00,1,0,0,1,7.38,10.605,74,6.0032
 209 | 2011-01-29 21:00:00,1,0,0,1,7.38,10.605,74,6.0032
 210 | 2011-01-29 22:00:00,1,0,0,1,6.56,9.85,80,6.0032
 211 | 2011-01-29 23:00:00,1,0,0,1,6.56,9.85,80,6.0032
 212 | 2011-01-30 00:00:00,1,0,0,1,6.56,9.09,80,7.0015
 213 | 2011-01-30 01:00:00,1,0,0,1,5.74,10.605,80,0
 214 | 2011-01-30 02:00:00,1,0,0,1,6.56,11.365,80,0
 215 | 2011-01-30 03:00:00,1,0,0,1,5.74,10.605,93,0
 216 | 2011-01-30 04:00:00,1,0,0,1,5.74,10.605,93,0
 217 | 2011-01-30 05:00:00,1,0,0,1,5.74,10.605,86,0
 218 | 2011-01-30 07:00:00,1,0,0,1,5.74,10.605,86,0
 219 | 2011-01-30 08:00:00,1,0,0,2,5.74,10.605,86,0
 220 | 2011-01-30 09:00:00,1,0,0,2,6.56,11.365,80,0
 221 | 2011-01-30 10:00:00,1,0,0,2,7.38,12.12,80,0
 222 | 2011-01-30 11:00:00,1,0,0,1,9.02,13.635,75,0
 223 | 2011-01-30 12:00:00,1,0,0,1,12.3,15.91,52,7.0015
 224 | 2011-01-30 13:00:00,1,0,0,1,11.48,14.395,61,7.0015
 225 | 2011-01-30 14:00:00,1,0,0,1,11.48,15.15,61,6.0032
 226 | 2011-01-30 15:00:00,1,0,0,1,12.3,16.665,56,0
 227 | 2011-01-30 16:00:00,1,0,0,1,12.3,16.665,56,0
 228 | 2011-01-30 17:00:00,1,0,0,1,12.3,14.395,56,12.998
 229 | 2011-01-30 18:00:00,1,0,0,1,10.66,12.88,65,11.0014
 230 | 2011-01-30 19:00:00,1,0,0,1,10.66,12.88,65,12.998
 231 | 2011-01-30 20:00:00,1,0,0,2,10.66,13.635,65,7.0015
 232 | 2011-01-30 21:00:00,1,0,0,2,9.84,12.12,70,11.0014
 233 | 2011-01-30 22:00:00,1,0,0,2,9.84,11.365,70,12.998
 234 | 2011-01-30 23:00:00,1,0,0,2,9.84,10.605,65,19.0012
 235 | 2011-01-31 00:00:00,1,0,1,2,9.84,11.365,65,15.0013
 236 | 2011-01-31 01:00:00,1,0,1,1,9.02,10.605,64,16.9979
 237 | 2011-01-31 02:00:00,1,0,1,1,9.02,11.365,64,12.998
 238 | 2011-01-31 03:00:00,1,0,1,1,9.02,11.365,64,12.998
 239 | 2011-01-31 04:00:00,1,0,1,1,8.2,9.85,59,15.0013
 240 | 2011-01-31 05:00:00,1,0,1,1,7.38,8.335,64,19.0012
 241 | 2011-01-31 06:00:00,1,0,1,1,6.56,6.82,69,22.0028
 242 | 2011-01-31 07:00:00,1,0,1,2,6.56,6.82,64,19.0012
 243 | 2011-01-31 08:00:00,1,0,1,2,6.56,6.82,59,19.0012
 244 | 2011-01-31 09:00:00,1,0,1,2,6.56,6.82,59,19.9995
 245 | 2011-01-31 10:00:00,1,0,1,2,6.56,7.575,59,12.998
 246 | 2011-01-31 11:00:00,1,0,1,2,6.56,7.575,59,12.998
 247 | 2011-01-31 12:00:00,1,0,1,2,7.38,10.605,55,7.0015
 248 | 2011-01-31 13:00:00,1,0,1,2,6.56,11.365,59,0
 249 | 2011-01-31 14:00:00,1,0,1,2,7.38,9.85,55,8.9981
 250 | 2011-01-31 15:00:00,1,0,1,2,6.56,9.09,59,8.9981
 251 | 2011-01-31 16:00:00,1,0,1,2,6.56,9.09,56,12.998
 252 | 2011-01-31 17:00:00,1,0,1,2,6.56,7.575,59,12.998
 253 | 2011-01-31 18:00:00,1,0,1,2,6.56,7.575,55,15.0013
 254 | 2011-01-31 19:00:00,1,0,1,1,12.3,15.91,61,7.0015
 255 | 2011-01-31 20:00:00,1,0,1,3,6.56,8.335,59,11.0014
 256 | 2011-01-31 21:00:00,1,0,1,3,6.56,9.85,59,6.0032
 257 | 2011-01-31 22:00:00,1,0,1,2,6.56,9.09,59,7.0015
 258 | 2011-01-31 23:00:00,1,0,1,2,6.56,9.85,64,6.0032
 259 | 2011-02-20 00:00:00,1,0,0,1,10.66,10.605,35,30.0026
 260 | 2011-02-20 01:00:00,1,0,0,1,9.84,9.85,41,31.0009
 261 | 2011-02-20 02:00:00,1,0,0,1,9.84,9.85,41,36.9974
 262 | 2011-02-20 03:00:00,1,0,0,1,9.02,9.09,44,36.9974
 263 | 2011-02-20 04:00:00,1,0,0,1,9.02,9.09,44,36.9974
 264 | 2011-02-20 06:00:00,1,0,0,1,8.2,9.09,47,19.9995
 265 | 2011-02-20 07:00:00,1,0,0,1,7.38,8.335,51,16.9979
 266 | 2011-02-20 08:00:00,1,0,0,1,8.2,11.365,51,7.0015
 267 | 2011-02-20 09:00:00,1,0,0,1,9.02,10.605,47,19.0012
 268 | 2011-02-20 10:00:00,1,0,0,2,10.66,12.88,41,12.998
 269 | 2011-02-20 11:00:00,1,0,0,2,12.3,15.15,33,11.0014
 270 | 2011-02-20 12:00:00,1,0,0,1,12.3,15.91,33,7.0015
 271 | 2011-02-20 13:00:00,1,0,0,1,13.94,16.665,29,0
 272 | 2011-02-20 14:00:00,1,0,0,1,14.76,17.425,27,11.0014
 273 | 2011-02-20 15:00:00,1,0,0,1,14.76,18.18,27,6.0032
 274 | 2011-02-20 16:00:00,1,0,0,1,14.76,18.18,29,6.0032
 275 | 2011-02-20 17:00:00,1,0,0,1,13.94,17.425,33,11.0014
 276 | 2011-02-20 18:00:00,1,0,0,2,13.94,16.665,36,8.9981
 277 | 2011-02-20 19:00:00,1,0,0,2,13.94,16.665,36,8.9981
 278 | 2011-02-20 20:00:00,1,0,0,2,13.94,18.18,42,0
 279 | 2011-02-20 21:00:00,1,0,0,2,13.12,17.425,53,0
 280 | 2011-02-20 22:00:00,1,0,0,2,13.12,15.15,57,15.0013
 281 | 2011-02-20 23:00:00,1,0,0,2,12.3,15.15,61,11.0014
 282 | 2011-02-21 00:00:00,1,1,0,2,13.94,15.15,42,22.0028
 283 | 2011-02-21 01:00:00,1,1,0,2,13.94,15.15,42,22.0028
 284 | 2011-02-21 02:00:00,1,1,0,2,13.94,15.15,42,22.0028
 285 | 2011-02-21 03:00:00,1,1,0,2,13.94,15.15,42,19.9995
 286 | 2011-02-21 04:00:00,1,1,0,1,13.12,15.91,45,11.0014
 287 | 2011-02-21 05:00:00,1,1,0,2,13.94,18.18,36,0
 288 | 2011-02-21 06:00:00,1,1,0,2,17.22,21.21,26,19.9995
 289 | 2011-02-21 07:00:00,1,1,0,2,17.22,21.21,26,19.0012
 290 | 2011-02-21 08:00:00,1,1,0,2,13.12,15.15,57,19.9995
 291 | 2011-02-21 09:00:00,1,1,0,2,13.12,15.15,57,19.0012
 292 | 2011-02-21 10:00:00,1,1,0,2,13.12,15.15,57,16.9979
 293 | 2011-02-21 11:00:00,1,1,0,2,13.12,16.665,57,7.0015
 294 | 2011-02-21 12:00:00,1,1,0,2,13.12,15.91,66,12.998
 295 | 2011-02-21 13:00:00,1,1,0,3,12.3,13.635,81,22.0028
 296 | 2011-02-21 14:00:00,1,1,0,2,13.12,15.15,76,16.9979
 297 | 2011-02-21 15:00:00,1,1,0,2,12.3,13.635,70,30.0026
 298 | 2011-02-21 16:00:00,1,1,0,3,11.48,12.12,75,27.9993
 299 | 2011-02-21 17:00:00,1,1,0,2,11.48,12.88,75,26.0027
 300 | 2011-02-21 18:00:00,1,1,0,2,9.84,10.605,87,23.9994
 301 | 2011-02-21 19:00:00,1,1,0,2,9.84,10.605,87,23.9994
 302 | 2011-02-21 20:00:00,1,1,0,3,9.84,10.605,81,26.0027
 303 | 2011-02-21 21:00:00,1,1,0,3,9.02,9.85,75,30.0026
 304 | 2011-02-21 22:00:00,1,1,0,3,8.2,8.335,75,27.9993
 305 | 2011-02-21 23:00:00,1,1,0,3,8.2,8.335,75,27.9993
 306 | 2011-02-22 06:00:00,1,0,1,2,4.92,6.06,80,19.0012
 307 | 2011-02-22 07:00:00,1,0,1,2,4.92,6.06,80,19.0012
 308 | 2011-02-22 08:00:00,1,0,1,2,4.92,6.06,80,16.9979
 309 | 2011-02-22 09:00:00,1,0,1,2,5.74,6.06,74,16.9979
 310 | 2011-02-22 10:00:00,1,0,1,1,6.56,9.09,69,0
 311 | 2011-02-22 11:00:00,1,0,1,1,6.56,11.365,64,0
 312 | 2011-02-22 12:00:00,1,0,1,1,8.2,11.365,59,7.0015
 313 | 2011-02-22 13:00:00,1,0,1,1,9.02,11.365,55,11.0014
 314 | 2011-02-22 14:00:00,1,0,1,1,9.02,11.365,55,12.998
 315 | 2011-02-22 15:00:00,1,0,1,1,9.84,11.365,48,12.998
 316 | 2011-02-22 16:00:00,1,0,1,1,9.02,11.365,51,11.0014
 317 | 2011-02-22 17:00:00,1,0,1,1,9.02,10.605,51,15.0013
 318 | 2011-02-22 18:00:00,1,0,1,1,9.02,11.365,47,8.9981
 319 | 2011-02-22 19:00:00,1,0,1,1,8.2,9.09,47,19.0012
 320 | 2011-02-22 20:00:00,1,0,1,1,8.2,9.85,47,15.0013
 321 | 2011-02-22 21:00:00,1,0,1,1,8.2,9.85,47,16.9979
 322 | 2011-02-22 22:00:00,1,0,1,1,6.56,7.575,43,16.9979
 323 | 2011-02-22 23:00:00,1,0,1,1,6.56,7.575,43,16.9979
 324 | 2011-02-23 00:00:00,1,0,1,1,5.74,6.82,50,12.998
 325 | 2011-02-23 01:00:00,1,0,1,1,5.74,7.575,46,11.0014
 326 | 2011-02-23 02:00:00,1,0,1,1,4.92,7.575,50,8.9981
 327 | 2011-02-23 03:00:00,1,0,1,1,4.92,6.82,50,11.0014
 328 | 2011-02-23 05:00:00,1,0,1,1,4.92,7.575,50,7.0015
 329 | 2011-02-23 06:00:00,1,0,1,1,4.92,7.575,50,7.0015
 330 | 2011-02-23 07:00:00,1,0,1,1,4.92,7.575,54,8.9981
 331 | 2011-02-23 08:00:00,1,0,1,1,5.74,7.575,54,11.0014
 332 | 2011-02-23 09:00:00,1,0,1,1,7.38,10.605,51,6.0032
 333 | 2011-02-23 10:00:00,1,0,1,1,8.2,12.88,40,0
 334 | 2011-02-23 11:00:00,1,0,1,1,9.84,12.88,41,7.0015
 335 | 2011-02-23 12:00:00,1,0,1,1,10.66,14.395,35,6.0032
 336 | 2011-02-23 13:00:00,1,0,1,1,12.3,15.91,28,6.0032
 337 | 2011-02-23 14:00:00,1,0,1,1,13.12,16.665,29,7.0015
 338 | 2011-02-23 15:00:00,1,0,1,1,13.94,17.425,25,6.0032
 339 | 2011-02-23 16:00:00,1,0,1,1,13.94,18.18,25,0
 340 | 2011-02-23 17:00:00,1,0,1,1,13.94,17.425,25,6.0032
 341 | 2011-02-23 18:00:00,1,0,1,1,13.12,16.665,26,6.0032
 342 | 2011-02-23 19:00:00,1,0,1,1,12.3,16.665,33,0
 343 | 2011-02-23 20:00:00,1,0,1,1,9.84,12.12,60,11.0014
 344 | 2011-02-23 21:00:00,1,0,1,1,9.84,14.395,48,0
 345 | 2011-02-23 22:00:00,1,0,1,1,9.84,14.395,48,0
 346 | 2011-02-23 23:00:00,1,0,1,1,9.02,12.88,55,6.0032
 347 | 2011-02-24 00:00:00,1,0,1,1,9.02,12.88,55,6.0032
 348 | 2011-02-24 01:00:00,1,0,1,1,9.02,12.88,60,6.0032
 349 | 2011-02-24 02:00:00,1,0,1,1,8.2,11.365,64,6.0032
 350 | 2011-02-24 03:00:00,1,0,1,1,8.2,10.605,64,8.9981
 351 | 2011-02-24 05:00:00,1,0,1,1,8.2,10.605,69,8.9981
 352 | 2011-02-24 06:00:00,1,0,1,1,8.2,9.85,69,12.998
 353 | 2011-02-24 07:00:00,1,0,1,1,8.2,9.85,72,12.998
 354 | 2011-02-24 08:00:00,1,0,1,1,9.84,11.365,70,15.0013
 355 | 2011-02-24 09:00:00,1,0,1,2,9.84,10.605,75,19.9995
 356 | 2011-02-24 10:00:00,1,0,1,2,10.66,12.12,70,19.0012
 357 | 2011-02-24 11:00:00,1,0,1,2,13.12,14.395,57,26.0027
 358 | 2011-02-24 12:00:00,1,0,1,2,14.76,16.665,53,23.9994
 359 | 2011-02-24 13:00:00,1,0,1,2,15.58,19.695,54,19.9995
 360 | 2011-02-24 14:00:00,1,0,1,2,16.4,20.455,50,19.9995
 361 | 2011-02-24 15:00:00,1,0,1,3,16.4,20.455,54,26.0027
 362 | 2011-02-24 16:00:00,1,0,1,3,15.58,19.695,62,19.0012
 363 | 2011-02-24 17:00:00,1,0,1,3,14.76,17.425,66,12.998
 364 | 2011-02-24 18:00:00,1,0,1,2,13.94,15.15,87,22.0028
 365 | 2011-02-24 19:00:00,1,0,1,3,13.94,15.15,93,19.9995
 366 | 2011-02-24 20:00:00,1,0,1,2,13.94,15.15,93,23.9994
 367 | 2011-02-24 21:00:00,1,0,1,2,13.94,15.15,87,22.0028
 368 | 2011-02-24 22:00:00,1,0,1,3,13.94,15.91,87,19.0012
 369 | 2011-02-24 23:00:00,1,0,1,2,13.12,15.15,93,15.0013
 370 | 2011-02-25 00:00:00,1,0,1,3,13.12,17.425,93,0
 371 | 2011-02-25 01:00:00,1,0,1,2,13.12,17.425,100,0
 372 | 2011-02-25 02:00:00,1,0,1,2,13.12,17.425,100,0
 373 | 2011-02-25 03:00:00,1,0,1,2,13.12,16.665,93,7.0015
 374 | 2011-02-25 05:00:00,1,0,1,2,13.12,16.665,93,7.0015
 375 | 2011-02-25 06:00:00,1,0,1,3,13.94,17.425,93,6.0032
 376 | 2011-02-25 07:00:00,1,0,1,3,13.94,16.665,100,8.9981
 377 | 2011-02-25 08:00:00,1,0,1,3,14.76,17.425,93,8.9981
 378 | 2011-02-25 09:00:00,1,0,1,3,13.94,15.15,93,23.9994
 379 | 2011-02-25 10:00:00,1,0,1,3,17.22,21.21,94,22.0028
 380 | 2011-02-25 11:00:00,1,0,1,1,21.32,25,77,30.0026
 381 | 2011-02-25 12:00:00,1,0,1,3,22.14,25.76,60,31.0009
 382 | 2011-02-25 13:00:00,1,0,1,3,22.14,25.76,60,31.0009
 383 | 2011-02-25 14:00:00,1,0,1,3,22.96,26.515,56,40.9973
 384 | 2011-02-25 15:00:00,1,0,1,1,18.86,22.725,41,54.002
 385 | 2011-02-25 16:00:00,1,0,1,1,13.12,14.395,49,31.0009
 386 | 2011-02-25 17:00:00,1,0,1,1,13.12,13.635,49,50.0021
 387 | 2011-02-25 18:00:00,1,0,1,1,13.12,14.395,49,32.9975
 388 | 2011-02-25 19:00:00,1,0,1,1,12.3,13.635,52,30.0026
 389 | 2011-02-25 20:00:00,1,0,1,1,12.3,12.88,49,40.9973
 390 | 2011-02-25 21:00:00,1,0,1,1,11.48,12.88,48,26.0027
 391 | 2011-02-25 22:00:00,1,0,1,1,10.66,10.605,48,30.0026
 392 | 2011-02-25 23:00:00,1,0,1,1,10.66,11.365,48,22.0028
 393 | 2011-02-26 00:00:00,1,0,0,1,9.84,11.365,52,12.998
 394 | 2011-02-26 01:00:00,1,0,0,1,9.84,10.605,52,19.9995
 395 | 2011-02-26 02:00:00,1,0,0,1,9.02,9.85,60,23.9994
 396 | 2011-02-26 03:00:00,1,0,0,1,9.02,11.365,55,8.9981
 397 | 2011-02-26 04:00:00,1,0,0,2,9.02,12.88,60,6.0032
 398 | 2011-02-26 05:00:00,1,0,0,2,9.02,12.12,64,7.0015
 399 | 2011-02-26 06:00:00,1,0,0,1,9.02,13.635,60,0
 400 | 2011-02-26 07:00:00,1,0,0,1,9.02,12.88,60,6.0032
 401 | 2011-02-26 08:00:00,1,0,0,2,9.84,14.395,60,0
 402 | 2011-02-26 09:00:00,1,0,0,2,10.66,12.88,56,11.0014
 403 | 2011-02-26 10:00:00,1,0,0,2,12.3,15.15,49,8.9981
 404 | 2011-02-26 11:00:00,1,0,0,1,12.3,16.665,45,0
 405 | 2011-02-26 12:00:00,1,0,0,2,13.12,15.91,45,11.0014
 406 | 2011-02-26 13:00:00,1,0,0,2,13.94,15.91,42,16.9979
 407 | 2011-02-26 14:00:00,1,0,0,2,13.94,15.15,36,22.0028
 408 | 2011-02-26 15:00:00,1,0,0,2,14.76,16.665,40,19.0012
 409 | 2011-02-26 16:00:00,1,0,0,1,14.76,16.665,46,19.0012
 410 | 2011-02-26 17:00:00,1,0,0,1,14.76,17.425,43,15.0013
 411 | 2011-02-26 18:00:00,1,0,0,1,13.94,16.665,46,12.998
 412 | 2011-02-26 19:00:00,1,0,0,1,13.12,15.15,49,16.9979
 413 | 2011-02-26 20:00:00,1,0,0,1,12.3,15.15,56,11.0014
 414 | 2011-02-26 21:00:00,1,0,0,1,11.48,13.635,65,16.9979
 415 | 2011-02-26 22:00:00,1,0,0,1,11.48,13.635,75,15.0013
 416 | 2011-02-26 23:00:00,1,0,0,1,11.48,12.88,75,19.0012
 417 | 2011-02-27 00:00:00,1,0,0,1,10.66,12.12,87,19.0012
 418 | 2011-02-27 01:00:00,1,0,0,1,10.66,12.88,87,12.998
 419 | 2011-02-27 02:00:00,1,0,0,1,10.66,13.635,87,8.9981
 420 | 2011-02-27 03:00:00,1,0,0,1,10.66,14.395,87,6.0032
 421 | 2011-02-27 04:00:00,1,0,0,1,9.84,12.12,87,8.9981
 422 | 2011-02-27 06:00:00,1,0,0,1,9.84,14.395,87,0
 423 | 2011-02-27 07:00:00,1,0,0,1,9.84,12.12,87,8.9981
 424 | 2011-02-27 08:00:00,1,0,0,1,10.66,15.15,87,0
 425 | 2011-02-27 09:00:00,1,0,0,1,11.48,15.15,87,6.0032
 426 | 2011-02-27 10:00:00,1,0,0,1,12.3,15.15,81,11.0014
 427 | 2011-02-27 11:00:00,1,0,0,1,14.76,17.425,62,8.9981
 428 | 2011-02-27 12:00:00,1,0,0,1,16.4,20.455,54,6.0032
 429 | 2011-02-27 13:00:00,1,0,0,1,17.22,21.21,47,0
 430 | 2011-02-27 14:00:00,1,0,0,1,18.04,21.97,47,6.0032
 431 | 2011-02-27 15:00:00,1,0,0,1,18.86,22.725,44,8.9981
 432 | 2011-02-27 16:00:00,1,0,0,1,19.68,23.485,44,11.0014
 433 | 2011-02-27 17:00:00,1,0,0,1,17.22,21.21,54,12.998
 434 | 2011-02-27 18:00:00,1,0,0,1,16.4,20.455,54,12.998
 435 | 2011-02-27 19:00:00,1,0,0,1,16.4,20.455,54,8.9981
 436 | 2011-02-27 20:00:00,1,0,0,1,16.4,20.455,54,6.0032
 437 | 2011-02-27 21:00:00,1,0,0,1,15.58,19.695,62,11.0014
 438 | 2011-02-27 22:00:00,1,0,0,2,15.58,19.695,62,7.0015
 439 | 2011-02-27 23:00:00,1,0,0,2,14.76,17.425,62,11.0014
 440 | 2011-02-28 00:00:00,1,0,1,2,14.76,18.18,66,7.0015
 441 | 2011-02-28 01:00:00,1,0,1,3,13.94,15.15,87,23.9994
 442 | 2011-02-28 03:00:00,1,0,1,3,13.12,15.91,93,11.0014
 443 | 2011-02-28 05:00:00,1,0,1,2,13.94,18.18,93,0
 444 | 2011-02-28 06:00:00,1,0,1,2,13.94,17.425,96,7.0015
 445 | 2011-02-28 07:00:00,1,0,1,2,14.76,18.18,93,7.0015
 446 | 2011-02-28 08:00:00,1,0,1,2,13.94,15.15,93,19.9995
 447 | 2011-02-28 09:00:00,1,0,1,1,17.22,21.21,82,19.0012
 448 | 2011-02-28 10:00:00,1,0,1,2,21.32,25,72,32.9975
 449 | 2011-02-28 11:00:00,1,0,1,2,22.96,26.515,64,19.9995
 450 | 2011-02-28 12:00:00,1,0,1,2,22.96,26.515,64,19.9995
 451 | 2011-02-28 13:00:00,1,0,1,3,18.86,22.725,94,15.0013
 452 | 2011-02-28 14:00:00,1,0,1,3,17.22,21.21,100,19.9995
 453 | 2011-02-28 15:00:00,1,0,1,3,17.22,21.21,100,19.9995
 454 | 2011-02-28 16:00:00,1,0,1,3,17.22,21.21,100,8.9981
 455 | 2011-02-28 17:00:00,1,0,1,3,16.4,20.455,100,19.9995
 456 | 2011-02-28 18:00:00,1,0,1,3,18.86,22.725,94,12.998
 457 | 2011-02-28 19:00:00,1,0,1,3,18.04,21.97,88,40.9973
 458 | 2011-02-28 20:00:00,1,0,1,3,18.04,21.97,88,40.9973
 459 | 2011-02-28 21:00:00,1,0,1,2,15.58,19.695,87,26.0027
 460 | 2011-02-28 22:00:00,1,0,1,3,13.94,15.15,93,27.9993
 461 | 2011-02-28 23:00:00,1,0,1,2,13.12,14.395,81,26.0027
 462 | 2011-03-20 00:00:00,1,0,0,1,13.94,15.15,49,27.9993
 463 | 2011-03-20 01:00:00,1,0,0,1,13.12,14.395,53,23.9994
 464 | 2011-03-20 02:00:00,1,0,0,1,12.3,14.395,52,19.0012
 465 | 2011-03-20 03:00:00,1,0,0,1,11.48,13.635,56,16.9979
 466 | 2011-03-20 04:00:00,1,0,0,1,10.66,12.88,56,15.0013
 467 | 2011-03-20 05:00:00,1,0,0,1,10.66,12.88,60,12.998
 468 | 2011-03-20 06:00:00,1,0,0,1,10.66,12.88,60,15.0013
 469 | 2011-03-20 07:00:00,1,0,0,1,9.84,11.365,60,15.0013
 470 | 2011-03-20 08:00:00,1,0,0,1,11.48,13.635,56,11.0014
 471 | 2011-03-20 09:00:00,1,0,0,1,12.3,15.15,52,8.9981
 472 | 2011-03-20 10:00:00,1,0,0,2,13.12,17.425,45,0
 473 | 2011-03-20 11:00:00,1,0,0,1,13.94,17.425,39,7.0015
 474 | 2011-03-20 12:00:00,1,0,0,1,14.76,18.18,40,7.0015
 475 | 2011-03-20 13:00:00,1,0,0,1,15.58,19.695,34,0
 476 | 2011-03-20 14:00:00,1,0,0,1,16.4,20.455,30,0
 477 | 2011-03-20 15:00:00,1,0,0,1,16.4,20.455,32,6.0032
 478 | 2011-03-20 16:00:00,1,0,0,1,17.22,21.21,32,0
 479 | 2011-03-20 17:00:00,1,0,0,1,16.4,20.455,35,19.0012
 480 | 2011-03-20 18:00:00,1,0,0,1,15.58,19.695,40,23.9994
 481 | 2011-03-20 19:00:00,1,0,0,1,14.76,16.665,43,19.0012
 482 | 2011-03-20 20:00:00,1,0,0,1,14.76,16.665,46,19.0012
 483 | 2011-03-20 21:00:00,1,0,0,2,13.94,15.91,53,19.0012
 484 | 2011-03-20 22:00:00,1,0,0,2,13.94,15.15,53,22.0028
 485 | 2011-03-20 23:00:00,1,0,0,3,13.94,15.15,61,26.0027
 486 | 2011-03-21 00:00:00,2,0,1,3,13.94,15.15,66,26.0027
 487 | 2011-03-21 01:00:00,2,0,1,2,13.94,15.15,71,26.0027
 488 | 2011-03-21 02:00:00,2,0,1,2,13.94,15.15,71,22.0028
 489 | 2011-03-21 03:00:00,2,0,1,2,13.94,15.15,71,22.0028
 490 | 2011-03-21 05:00:00,2,0,1,1,13.12,15.15,81,19.9995
 491 | 2011-03-21 06:00:00,2,0,1,3,13.12,15.15,76,16.9979
 492 | 2011-03-21 07:00:00,2,0,1,3,12.3,13.635,87,27.9993
 493 | 2011-03-21 08:00:00,2,0,1,2,12.3,13.635,87,27.9993
 494 | 2011-03-21 09:00:00,2,0,1,2,13.94,15.15,81,22.0028
 495 | 2011-03-21 10:00:00,2,0,1,2,15.58,19.695,76,26.0027
 496 | 2011-03-21 11:00:00,2,0,1,2,17.22,21.21,71,19.9995
 497 | 2011-03-21 12:00:00,2,0,1,2,18.04,21.97,77,16.9979
 498 | 2011-03-21 13:00:00,2,0,1,2,20.5,24.24,63,15.0013
 499 | 2011-03-21 14:00:00,2,0,1,2,22.14,25.76,64,15.0013
 500 | 2011-03-21 15:00:00,2,0,1,2,22.96,26.515,60,15.0013
 501 | 2011-03-21 16:00:00,2,0,1,2,22.14,25.76,64,19.0012
 502 | 2011-03-21 17:00:00,2,0,1,2,22.14,25.76,64,16.9979
 503 | 2011-03-21 18:00:00,2,0,1,2,21.32,25,72,15.0013
 504 | 2011-03-21 19:00:00,2,0,1,1,23.78,27.275,60,27.9993
 505 | 2011-03-21 20:00:00,2,0,1,1,22.96,26.515,64,12.998
 506 | 2011-03-21 21:00:00,2,0,1,1,18.86,22.725,94,12.998
 507 | 2011-03-21 22:00:00,2,0,1,1,18.86,22.725,88,15.0013
 508 | 2011-03-21 23:00:00,2,0,1,1,18.86,22.725,88,6.0032
 509 | 2011-03-22 00:00:00,2,0,1,1,18.86,22.725,88,12.998
 510 | 2011-03-22 01:00:00,2,0,1,1,17.22,21.21,100,8.9981
 511 | 2011-03-22 02:00:00,2,0,1,1,18.04,21.97,94,6.0032
 512 | 2011-03-22 03:00:00,2,0,1,1,18.04,21.97,82,15.0013
 513 | 2011-03-22 04:00:00,2,0,1,2,17.22,21.21,82,11.0014
 514 | 2011-03-22 05:00:00,2,0,1,2,16.4,20.455,87,8.9981
 515 | 2011-03-22 06:00:00,2,0,1,1,16.4,20.455,87,16.9979
 516 | 2011-03-22 07:00:00,2,0,1,2,16.4,20.455,76,7.0015
 517 | 2011-03-22 08:00:00,2,0,1,2,16.4,20.455,58,19.9995
 518 | 2011-03-22 09:00:00,2,0,1,2,16.4,20.455,58,31.0009
 519 | 2011-03-22 10:00:00,2,0,1,2,18.04,21.97,54,19.9995
 520 | 2011-03-22 11:00:00,2,0,1,1,18.04,21.97,51,22.0028
 521 | 2011-03-22 12:00:00,2,0,1,1,18.86,22.725,47,16.9979
 522 | 2011-03-22 13:00:00,2,0,1,1,20.5,24.24,45,15.0013
 523 | 2011-03-22 14:00:00,2,0,1,1,20.5,24.24,42,22.0028
 524 | 2011-03-22 15:00:00,2,0,1,1,20.5,24.24,42,15.0013
 525 | 2011-03-22 16:00:00,2,0,1,1,20.5,24.24,42,7.0015
 526 | 2011-03-22 17:00:00,2,0,1,1,20.5,24.24,42,7.0015
 527 | 2011-03-22 18:00:00,2,0,1,1,19.68,23.485,44,6.0032
 528 | 2011-03-22 19:00:00,2,0,1,2,18.04,21.97,54,16.9979
 529 | 2011-03-22 20:00:00,2,0,1,2,18.04,21.97,54,23.9994
 530 | 2011-03-22 21:00:00,2,0,1,2,17.22,21.21,54,19.0012
 531 | 2011-03-22 22:00:00,2,0,1,2,16.4,20.455,58,16.9979
 532 | 2011-03-22 23:00:00,2,0,1,2,16.4,20.455,58,16.9979
 533 | 2011-03-23 00:00:00,2,0,1,3,14.76,17.425,71,15.0013
 534 | 2011-03-23 01:00:00,2,0,1,3,13.94,15.91,76,15.0013
 535 | 2011-03-23 02:00:00,2,0,1,3,13.94,15.91,76,15.0013
 536 | 2011-03-23 03:00:00,2,0,1,2,13.94,15.91,76,16.9979
 537 | 2011-03-23 05:00:00,2,0,1,3,13.12,15.91,87,12.998
 538 | 2011-03-23 06:00:00,2,0,1,2,13.94,15.91,87,16.9979
 539 | 2011-03-23 07:00:00,2,0,1,2,13.12,15.15,93,15.0013
 540 | 2011-03-23 08:00:00,2,0,1,2,13.12,15.91,87,12.998
 541 | 2011-03-23 09:00:00,2,0,1,2,13.12,15.15,81,16.9979
 542 | 2011-03-23 10:00:00,2,0,1,2,13.94,15.91,81,19.0012
 543 | 2011-03-23 11:00:00,2,0,1,2,13.94,16.665,87,12.998
 544 | 2011-03-23 12:00:00,2,0,1,2,13.94,15.91,87,15.0013
 545 | 2011-03-23 13:00:00,2,0,1,3,13.94,16.665,87,8.9981
 546 | 2011-03-23 14:00:00,2,0,1,2,14.76,18.18,87,7.0015
 547 | 2011-03-23 15:00:00,2,0,1,2,15.58,19.695,82,15.0013
 548 | 2011-03-23 16:00:00,2,0,1,2,16.4,20.455,76,15.0013
 549 | 2011-03-23 17:00:00,2,0,1,2,16.4,20.455,76,15.0013
 550 | 2011-03-23 18:00:00,2,0,1,3,15.58,19.695,82,16.9979
 551 | 2011-03-23 19:00:00,2,0,1,3,15.58,19.695,82,16.9979
 552 | 2011-03-23 20:00:00,2,0,1,3,14.76,15.15,87,43.0006
 553 | 2011-03-23 21:00:00,2,0,1,3,13.12,14.395,100,27.9993
 554 | 2011-03-23 22:00:00,2,0,1,2,13.12,15.91,93,11.0014
 555 | 2011-03-23 23:00:00,2,0,1,3,13.12,16.665,90,0
 556 | 2011-03-24 00:00:00,2,0,1,2,13.12,15.15,93,15.0013
 557 | 2011-03-24 01:00:00,2,0,1,2,12.3,14.395,100,15.0013
 558 | 2011-03-24 02:00:00,2,0,1,2,12.3,14.395,100,16.9979
 559 | 2011-03-24 03:00:00,2,0,1,2,11.48,13.635,100,12.998
 560 | 2011-03-24 04:00:00,2,0,1,2,11.48,13.635,100,12.998
 561 | 2011-03-24 05:00:00,2,0,1,2,11.48,13.635,93,15.0013
 562 | 2011-03-24 06:00:00,2,0,1,2,11.48,13.635,93,15.0013
 563 | 2011-03-24 07:00:00,2,0,1,3,10.66,12.88,100,15.0013
 564 | 2011-03-24 08:00:00,2,0,1,3,10.66,11.365,100,19.9995
 565 | 2011-03-24 09:00:00,2,0,1,2,10.66,12.88,93,15.0013
 566 | 2011-03-24 10:00:00,2,0,1,2,10.66,11.365,93,22.0028
 567 | 2011-03-24 11:00:00,2,0,1,2,12.3,13.635,81,19.9995
 568 | 2011-03-24 12:00:00,2,0,1,2,12.3,13.635,70,22.0028
 569 | 2011-03-24 13:00:00,2,0,1,2,13.12,15.15,70,15.0013
 570 | 2011-03-24 14:00:00,2,0,1,2,12.3,15.15,70,8.9981
 571 | 2011-03-24 15:00:00,2,0,1,2,12.3,14.395,70,16.9979
 572 | 2011-03-24 16:00:00,2,0,1,2,12.3,14.395,65,15.0013
 573 | 2011-03-24 17:00:00,2,0,1,2,12.3,14.395,70,15.0013
 574 | 2011-03-24 18:00:00,2,0,1,2,12.3,13.635,61,19.9995
 575 | 2011-03-24 19:00:00,2,0,1,1,12.3,13.635,56,26.0027
 576 | 2011-03-24 20:00:00,2,0,1,1,11.48,12.88,61,19.0012
 577 | 2011-03-24 21:00:00,2,0,1,1,10.66,12.88,65,15.0013
 578 | 2011-03-24 22:00:00,2,0,1,1,10.66,12.88,65,11.0014
 579 | 2011-03-24 23:00:00,2,0,1,1,9.84,11.365,65,12.998
 580 | 2011-03-25 00:00:00,2,0,1,1,9.84,11.365,60,12.998
 581 | 2011-03-25 01:00:00,2,0,1,1,8.2,10.605,69,11.0014
 582 | 2011-03-25 02:00:00,2,0,1,1,8.2,9.85,69,15.0013
 583 | 2011-03-25 03:00:00,2,0,1,1,8.2,11.365,69,7.0015
 584 | 2011-03-25 04:00:00,2,0,1,1,7.38,10.605,74,7.0015
 585 | 2011-03-25 05:00:00,2,0,1,1,7.38,9.85,74,11.0014
 586 | 2011-03-25 06:00:00,2,0,1,1,7.38,9.09,74,15.0013
 587 | 2011-03-25 07:00:00,2,0,1,1,8.2,9.09,59,23.9994
 588 | 2011-03-25 08:00:00,2,0,1,1,9.02,10.605,51,19.0012
 589 | 2011-03-25 09:00:00,2,0,1,1,9.84,10.605,48,19.9995
 590 | 2011-03-25 10:00:00,2,0,1,1,10.66,12.88,48,0
 591 | 2011-03-25 11:00:00,2,0,1,1,12.3,14.395,45,19.0012
 592 | 2011-03-25 12:00:00,2,0,1,1,13.12,15.15,42,16.9979
 593 | 2011-03-25 13:00:00,2,0,1,1,13.12,15.91,39,12.998
 594 | 2011-03-25 14:00:00,2,0,1,1,14.76,16.665,32,22.0028
 595 | 2011-03-25 15:00:00,2,0,1,2,13.94,15.91,36,16.9979
 596 | 2011-03-25 16:00:00,2,0,1,2,13.94,15.15,34,19.9995
 597 | 2011-03-25 17:00:00,2,0,1,2,13.12,14.395,36,23.9994
 598 | 2011-03-25 18:00:00,2,0,1,1,12.3,14.395,39,16.9979
 599 | 2011-03-25 19:00:00,2,0,1,2,12.3,14.395,36,19.0012
 600 | 2011-03-25 20:00:00,2,0,1,2,12.3,15.15,39,8.9981
 601 | 2011-03-25 21:00:00,2,0,1,2,12.3,15.15,39,11.0014
 602 | 2011-03-25 22:00:00,2,0,1,2,11.48,12.88,38,22.0028
 603 | 2011-03-25 23:00:00,2,0,1,2,10.66,12.12,38,19.0012
 604 | 2011-03-26 00:00:00,2,0,0,2,10.66,12.12,38,19.0012
 605 | 2011-03-26 01:00:00,2,0,0,1,10.66,11.365,38,19.9995
 606 | 2011-03-26 02:00:00,2,0,0,1,9.02,10.605,44,15.0013
 607 | 2011-03-26 03:00:00,2,0,0,1,8.2,9.85,47,12.998
 608 | 2011-03-26 04:00:00,2,0,0,1,9.02,10.605,44,15.0013
 609 | 2011-03-26 05:00:00,2,0,0,1,8.2,9.85,51,12.998
 610 | 2011-03-26 06:00:00,2,0,0,1,7.38,9.09,55,12.998
 611 | 2011-03-26 07:00:00,2,0,0,1,8.2,9.85,51,12.998
 612 | 2011-03-26 08:00:00,2,0,0,1,9.02,11.365,44,8.9981
 613 | 2011-03-26 09:00:00,2,0,0,1,9.84,12.12,41,8.9981
 614 | 2011-03-26 10:00:00,2,0,0,1,10.66,12.88,41,11.0014
 615 | 2011-03-26 11:00:00,2,0,0,1,11.48,13.635,38,11.0014
 616 | 2011-03-26 12:00:00,2,0,0,1,12.3,14.395,36,12.998
 617 | 2011-03-26 13:00:00,2,0,0,1,13.12,15.15,33,15.0013
 618 | 2011-03-26 14:00:00,2,0,0,1,13.94,15.91,29,15.0013
 619 | 2011-03-26 15:00:00,2,0,0,1,13.94,16.665,29,12.998
 620 | 2011-03-26 16:00:00,2,0,0,1,13.94,16.665,23,12.998
 621 | 2011-03-26 17:00:00,2,0,0,1,13.12,15.15,24,15.0013
 622 | 2011-03-26 18:00:00,2,0,0,2,13.12,15.91,21,11.0014
 623 | 2011-03-26 19:00:00,2,0,0,2,11.48,13.635,45,16.9979
 624 | 2011-03-26 20:00:00,2,0,0,2,11.48,13.635,45,16.9979
 625 | 2011-03-26 21:00:00,2,0,0,2,10.66,12.88,44,12.998
 626 | 2011-03-26 22:00:00,2,0,0,2,11.48,13.635,41,15.0013
 627 | 2011-03-26 23:00:00,2,0,0,2,10.66,12.12,44,19.0012
 628 | 2011-03-27 00:00:00,2,0,0,2,10.66,12.88,41,11.0014
 629 | 2011-03-27 01:00:00,2,0,0,2,9.84,11.365,52,12.998
 630 | 2011-03-27 02:00:00,2,0,0,3,9.02,11.365,55,12.998
 631 | 2011-03-27 03:00:00,2,0,0,3,8.2,9.85,69,15.0013
 632 | 2011-03-27 04:00:00,2,0,0,3,7.38,9.85,74,11.0014
 633 | 2011-03-27 06:00:00,2,0,0,3,6.56,9.09,86,8.9981
 634 | 2011-03-27 07:00:00,2,0,0,3,6.56,8.335,86,11.0014
 635 | 2011-03-27 08:00:00,2,0,0,1,8.2,9.85,69,15.0013
 636 | 2011-03-27 09:00:00,2,0,0,1,9.02,11.365,55,8.9981
 637 | 2011-03-27 10:00:00,2,0,0,2,9.02,10.605,55,15.0013
 638 | 2011-03-27 11:00:00,2,0,0,2,9.84,12.12,48,11.0014
 639 | 2011-03-27 12:00:00,2,0,0,2,10.66,12.88,44,15.0013
 640 | 2011-03-27 13:00:00,2,0,0,1,12.3,14.395,39,15.0013
 641 | 2011-03-27 14:00:00,2,0,0,1,13.12,15.91,36,11.0014
 642 | 2011-03-27 15:00:00,2,0,0,1,13.12,15.15,36,19.0012
 643 | 2011-03-27 16:00:00,2,0,0,1,13.94,16.665,34,0
 644 | 2011-03-27 17:00:00,2,0,0,1,13.12,15.15,31,16.9979
 645 | 2011-03-27 18:00:00,2,0,0,1,12.3,14.395,33,12.998
 646 | 2011-03-27 19:00:00,2,0,0,1,12.3,14.395,31,15.0013
 647 | 2011-03-27 20:00:00,2,0,0,1,11.48,13.635,36,11.0014
 648 | 2011-03-27 21:00:00,2,0,0,1,10.66,12.88,41,11.0014
 649 | 2011-03-27 22:00:00,2,0,0,1,10.66,12.88,41,11.0014
 650 | 2011-03-27 23:00:00,2,0,0,1,10.66,12.88,44,12.998
 651 | 2011-03-28 00:00:00,2,0,1,1,9.02,11.365,55,12.998
 652 | 2011-03-28 01:00:00,2,0,1,1,9.02,11.365,44,12.998
 653 | 2011-03-28 02:00:00,2,0,1,1,9.02,11.365,44,11.0014
 654 | 2011-03-28 03:00:00,2,0,1,1,9.02,11.365,44,11.0014
 655 | 2011-03-28 05:00:00,2,0,1,1,7.38,9.09,43,12.998
 656 | 2011-03-28 06:00:00,2,0,1,1,7.38,8.335,34,19.0012
 657 | 2011-03-28 07:00:00,2,0,1,1,8.2,9.09,32,22.0028
 658 | 2011-03-28 08:00:00,2,0,1,1,8.2,9.85,34,15.0013
 659 | 2011-03-28 09:00:00,2,0,1,2,9.02,10.605,32,15.0013
 660 | 2011-03-28 10:00:00,2,0,1,1,9.84,11.365,30,12.998
 661 | 2011-03-28 11:00:00,2,0,1,2,10.66,12.12,30,19.0012
 662 | 2011-03-28 12:00:00,2,0,1,2,10.66,13.635,25,0
 663 | 2011-03-28 13:00:00,2,0,1,2,12.3,14.395,24,15.0013
 664 | 2011-03-28 14:00:00,2,0,1,1,13.12,15.15,22,15.0013
 665 | 2011-03-28 15:00:00,2,0,1,1,13.12,15.15,24,19.0012
 666 | 2011-03-28 16:00:00,2,0,1,1,13.94,15.91,23,15.0013
 667 | 2011-03-28 17:00:00,2,0,1,1,13.94,15.15,23,19.9995
 668 | 2011-03-28 18:00:00,2,0,1,1,13.12,15.15,21,19.0012
 669 | 2011-03-28 19:00:00,2,0,1,1,12.3,15.15,22,8.9981
 670 | 2011-03-28 20:00:00,2,0,1,1,13.12,16.665,22,7.0015
 671 | 2011-03-28 21:00:00,2,0,1,1,13.12,16.665,21,8.9981
 672 | 2011-03-28 22:00:00,2,0,1,1,12.3,14.395,22,15.0013
 673 | 2011-03-28 23:00:00,2,0,1,1,11.48,12.88,24,19.9995
 674 | 2011-03-29 00:00:00,2,0,1,1,10.66,11.365,28,22.0028
 675 | 2011-03-29 01:00:00,2,0,1,1,9.84,10.605,32,19.9995
 676 | 2011-03-29 02:00:00,2,0,1,1,9.84,10.605,32,19.9995
 677 | 2011-03-29 03:00:00,2,0,1,1,9.84,10.605,32,19.9995
 678 | 2011-03-29 04:00:00,2,0,1,1,8.2,10.605,44,11.0014
 679 | 2011-03-29 05:00:00,2,0,1,1,9.02,10.605,37,16.9979
 680 | 2011-03-29 06:00:00,2,0,1,1,9.02,10.605,41,19.9995
 681 | 2011-03-29 07:00:00,2,0,1,1,9.02,9.85,41,23.9994
 682 | 2011-03-29 08:00:00,2,0,1,1,9.84,10.605,35,23.9994
 683 | 2011-03-29 09:00:00,2,0,1,1,11.48,12.88,28,26.0027
 684 | 2011-03-29 10:00:00,2,0,1,1,12.3,13.635,24,19.9995
 685 | 2011-03-29 11:00:00,2,0,1,2,13.94,15.15,25,26.0027
 686 | 2011-03-29 12:00:00,2,0,1,1,13.94,16.665,25,11.0014
 687 | 2011-03-29 13:00:00,2,0,1,1,13.94,15.15,25,19.9995
 688 | 2011-03-29 14:00:00,2,0,1,1,14.76,16.665,25,16.9979
 689 | 2011-03-29 15:00:00,2,0,1,1,15.58,19.695,25,15.0013
 690 | 2011-03-29 16:00:00,2,0,1,1,15.58,19.695,22,11.0014
 691 | 2011-03-29 17:00:00,2,0,1,1,16.4,20.455,20,8.9981
 692 | 2011-03-29 18:00:00,2,0,1,1,14.76,18.18,21,6.0032
 693 | 2011-03-29 19:00:00,2,0,1,1,13.94,16.665,23,12.998
 694 | 2011-03-29 20:00:00,2,0,1,1,14.76,18.18,21,6.0032
 695 | 2011-03-29 21:00:00,2,0,1,1,13.94,18.18,42,0
 696 | 2011-03-29 22:00:00,2,0,1,1,13.94,18.18,49,0
 697 | 2011-03-29 23:00:00,2,0,1,2,13.12,16.665,57,7.0015
 698 | 2011-03-30 00:00:00,2,0,1,2,13.12,17.425,57,0
 699 | 2011-03-30 01:00:00,2,0,1,1,13.12,17.425,39,0
 700 | 2011-03-30 02:00:00,2,0,1,2,13.12,17.425,57,0
 701 | 2011-03-30 03:00:00,2,0,1,2,13.12,17.425,49,0
 702 | 2011-03-30 04:00:00,2,0,1,2,13.12,17.425,57,0
 703 | 2011-03-30 05:00:00,2,0,1,2,12.3,14.395,56,12.998
 704 | 2011-03-30 06:00:00,2,0,1,2,12.3,15.15,49,8.9981
 705 | 2011-03-30 07:00:00,2,0,1,2,13.12,16.665,45,7.0015
 706 | 2011-03-30 08:00:00,2,0,1,2,13.12,15.91,49,11.0014
 707 | 2011-03-30 09:00:00,2,0,1,2,13.12,15.15,45,15.0013
 708 | 2011-03-30 10:00:00,2,0,1,2,13.94,15.91,46,15.0013
 709 | 2011-03-30 11:00:00,2,0,1,2,13.94,15.91,46,16.9979
 710 | 2011-03-30 12:00:00,2,0,1,2,13.94,16.665,46,11.0014
 711 | 2011-03-30 13:00:00,2,0,1,2,14.76,17.425,46,15.0013
 712 | 2011-03-30 14:00:00,2,0,1,2,14.76,16.665,46,19.9995
 713 | 2011-03-30 15:00:00,2,0,1,3,11.48,12.88,81,19.9995
 714 | 2011-03-30 16:00:00,2,0,1,3,11.48,13.635,87,16.9979
 715 | 2011-03-30 17:00:00,2,0,1,3,10.66,13.635,93,7.0015
 716 | 2011-03-30 18:00:00,2,0,1,2,10.66,12.88,93,15.0013
 717 | 2011-03-30 19:00:00,2,0,1,2,10.66,12.88,93,15.0013
 718 | 2011-03-30 20:00:00,2,0,1,3,9.84,10.605,93,19.9995
 719 | 2011-03-30 21:00:00,2,0,1,2,9.84,11.365,93,16.9979
 720 | 2011-03-30 22:00:00,2,0,1,3,9.84,11.365,93,15.0013
 721 | 2011-03-30 23:00:00,2,0,1,3,9.84,10.605,93,19.0012
 722 | 2011-03-31 00:00:00,2,0,1,3,9.84,11.365,93,15.0013
 723 | 2011-03-31 01:00:00,2,0,1,3,9.84,11.365,93,12.998
 724 | 2011-03-31 02:00:00,2,0,1,3,9.84,11.365,93,12.998
 725 | 2011-03-31 03:00:00,2,0,1,3,9.84,11.365,93,15.0013
 726 | 2011-03-31 04:00:00,2,0,1,3,9.84,11.365,93,16.9979
 727 | 2011-03-31 05:00:00,2,0,1,3,9.84,11.365,93,15.0013
 728 | 2011-03-31 06:00:00,2,0,1,3,9.84,10.605,93,19.9995
 729 | 2011-03-31 07:00:00,2,0,1,3,9.84,11.365,93,16.9979
 730 | 2011-03-31 08:00:00,2,0,1,2,9.84,11.365,100,16.9979
 731 | 2011-03-31 09:00:00,2,0,1,3,10.66,12.12,93,16.9979
 732 | 2011-03-31 10:00:00,2,0,1,3,10.66,12.12,93,16.9979
 733 | 2011-03-31 11:00:00,2,0,1,3,11.48,13.635,93,12.998
 734 | 2011-03-31 12:00:00,2,0,1,3,11.48,13.635,93,12.998
 735 | 2011-03-31 13:00:00,2,0,1,3,12.3,15.15,87,8.9981
 736 | 2011-03-31 14:00:00,2,0,1,3,12.3,15.15,87,8.9981
 737 | 2011-03-31 15:00:00,2,0,1,3,12.3,13.635,87,19.9995
 738 | 2011-03-31 16:00:00,2,0,1,2,12.3,14.395,87,16.9979
 739 | 2011-03-31 17:00:00,2,0,1,2,12.3,14.395,87,16.9979
 740 | 2011-03-31 18:00:00,2,0,1,2,12.3,15.15,87,8.9981
 741 | 2011-03-31 19:00:00,2,0,1,2,12.3,15.15,87,8.9981
 742 | 2011-03-31 20:00:00,2,0,1,3,11.48,12.88,93,19.0012
 743 | 2011-03-31 21:00:00,2,0,1,2,11.48,13.635,93,11.0014
 744 | 2011-03-31 22:00:00,2,0,1,3,11.48,13.635,93,16.9979
 745 | 2011-03-31 23:00:00,2,0,1,3,10.66,12.88,100,11.0014
 746 | 2011-04-20 00:00:00,2,0,1,1,18.04,21.97,88,8.9981
 747 | 2011-04-20 01:00:00,2,0,1,1,17.22,21.21,94,11.0014
 748 | 2011-04-20 02:00:00,2,0,1,1,17.22,21.21,94,11.0014
 749 | 2011-04-20 03:00:00,2,0,1,1,17.22,21.21,94,0
 750 | 2011-04-20 04:00:00,2,0,1,1,16.4,20.455,100,7.0015
 751 | 2011-04-20 05:00:00,2,0,1,1,16.4,20.455,94,12.998
 752 | 2011-04-20 06:00:00,2,0,1,1,17.22,21.21,94,11.0014
 753 | 2011-04-20 07:00:00,2,0,1,1,18.04,21.97,94,0
 754 | 2011-04-20 08:00:00,2,0,1,1,25.42,30.305,69,31.0009
 755 | 2011-04-20 09:00:00,2,0,1,1,27.06,31.06,61,19.0012
 756 | 2011-04-20 10:00:00,2,0,1,1,25.42,30.305,69,6.0032
 757 | 2011-04-20 11:00:00,2,0,1,1,25.42,30.305,69,6.0032
 758 | 2011-04-20 12:00:00,2,0,1,1,28.7,32.575,48,26.0027
 759 | 2011-04-20 13:00:00,2,0,1,1,28.7,32.575,48,26.0027
 760 | 2011-04-20 14:00:00,2,0,1,1,30.34,32.575,40,31.0009
 761 | 2011-04-20 15:00:00,2,0,1,2,31.16,33.335,35,23.9994
 762 | 2011-04-20 16:00:00,2,0,1,2,31.16,33.335,35,23.9994
 763 | 2011-04-20 17:00:00,2,0,1,2,30.34,32.575,37,27.9993
 764 | 2011-04-20 18:00:00,2,0,1,1,30.34,32.575,30,23.9994
 765 | 2011-04-20 19:00:00,2,0,1,1,28.7,31.82,32,16.9979
 766 | 2011-04-20 20:00:00,2,0,1,1,27.88,31.06,32,7.0015
 767 | 2011-04-20 21:00:00,2,0,1,1,27.06,31.06,36,19.0012
 768 | 2011-04-20 22:00:00,2,0,1,1,25.42,31.06,41,16.9979
 769 | 2011-04-20 23:00:00,2,0,1,1,24.6,31.06,40,22.0028
 770 | 2011-04-21 00:00:00,2,0,1,1,22.96,26.515,43,23.9994
 771 | 2011-04-21 01:00:00,2,0,1,1,21.32,25,45,15.0013
 772 | 2011-04-21 02:00:00,2,0,1,1,20.5,24.24,42,26.0027
 773 | 2011-04-21 03:00:00,2,0,1,2,18.86,22.725,51,31.0009
 774 | 2011-04-21 04:00:00,2,0,1,2,18.04,21.97,54,30.0026
 775 | 2011-04-21 05:00:00,2,0,1,2,17.22,21.21,54,36.9974
 776 | 2011-04-21 06:00:00,2,0,1,2,16.4,20.455,58,39.0007
 777 | 2011-04-21 07:00:00,2,0,1,2,17.22,21.21,47,31.0009
 778 | 2011-04-21 08:00:00,2,0,1,2,16.4,20.455,50,32.9975
 779 | 2011-04-21 09:00:00,2,0,1,2,17.22,21.21,47,19.0012
 780 | 2011-04-21 10:00:00,2,0,1,1,17.22,21.21,44,23.9994
 781 | 2011-04-21 11:00:00,2,0,1,1,18.04,21.97,41,19.0012
 782 | 2011-04-21 12:00:00,2,0,1,1,18.86,22.725,38,11.0014
 783 | 2011-04-21 13:00:00,2,0,1,1,19.68,23.485,33,22.0028
 784 | 2011-04-21 14:00:00,2,0,1,1,20.5,24.24,34,26.0027
 785 | 2011-04-21 15:00:00,2,0,1,1,21.32,25,29,27.9993
 786 | 2011-04-21 16:00:00,2,0,1,1,21.32,25,27,23.9994
 787 | 2011-04-21 17:00:00,2,0,1,1,20.5,24.24,29,11.0014
 788 | 2011-04-21 18:00:00,2,0,1,1,20.5,24.24,25,19.0012
 789 | 2011-04-21 19:00:00,2,0,1,1,18.86,22.725,28,19.0012
 790 | 2011-04-21 20:00:00,2,0,1,1,18.04,21.97,30,8.9981
 791 | 2011-04-21 21:00:00,2,0,1,1,17.22,21.21,47,12.998
 792 | 2011-04-21 22:00:00,2,0,1,1,17.22,21.21,38,6.0032
 793 | 2011-04-21 23:00:00,2,0,1,1,16.4,20.455,43,7.0015
 794 | 2011-04-22 00:00:00,2,0,1,1,14.76,17.425,62,12.998
 795 | 2011-04-22 01:00:00,2,0,1,1,14.76,16.665,53,16.9979
 796 | 2011-04-22 02:00:00,2,0,1,1,14.76,16.665,53,19.9995
 797 | 2011-04-22 03:00:00,2,0,1,1,14.76,16.665,53,19.9995
 798 | 2011-04-22 04:00:00,2,0,1,1,13.94,15.91,53,19.0012
 799 | 2011-04-22 05:00:00,2,0,1,1,13.94,15.91,53,15.0013
 800 | 2011-04-22 06:00:00,2,0,1,1,13.94,15.91,53,19.0012
 801 | 2011-04-22 07:00:00,2,0,1,2,13.94,15.91,53,19.0012
 802 | 2011-04-22 08:00:00,2,0,1,2,13.94,15.91,53,16.9979
 803 | 2011-04-22 09:00:00,2,0,1,3,13.94,15.15,61,19.9995
 804 | 2011-04-22 10:00:00,2,0,1,2,14.76,17.425,62,12.998
 805 | 2011-04-22 11:00:00,2,0,1,3,13.94,16.665,66,12.998
 806 | 2011-04-22 12:00:00,2,0,1,3,13.94,16.665,76,8.9981
 807 | 2011-04-22 13:00:00,2,0,1,3,13.94,16.665,87,12.998
 808 | 2011-04-22 14:00:00,2,0,1,3,13.94,15.91,87,16.9979
 809 | 2011-04-22 15:00:00,2,0,1,3,13.94,16.665,87,12.998
 810 | 2011-04-22 16:00:00,2,0,1,3,13.94,16.665,87,8.9981
 811 | 2011-04-22 17:00:00,2,0,1,3,13.12,15.15,93,15.0013
 812 | 2011-04-22 18:00:00,2,0,1,3,13.12,15.15,93,15.0013
 813 | 2011-04-22 19:00:00,2,0,1,3,13.12,15.15,93,15.0013
 814 | 2011-04-22 20:00:00,2,0,1,3,13.12,15.15,87,15.0013
 815 | 2011-04-22 21:00:00,2,0,1,3,12.3,15.15,93,11.0014
 816 | 2011-04-22 22:00:00,2,0,1,3,12.3,15.15,100,8.9981
 817 | 2011-04-22 23:00:00,2,0,1,3,13.12,16.665,93,7.0015
 818 | 2011-04-23 00:00:00,2,0,0,2,13.12,15.91,100,12.998
 819 | 2011-04-23 01:00:00,2,0,0,2,13.12,15.91,100,12.998
 820 | 2011-04-23 02:00:00,2,0,0,3,13.12,16.665,100,8.9981
 821 | 2011-04-23 03:00:00,2,0,0,3,13.12,16.665,100,6.0032
 822 | 2011-04-23 04:00:00,2,0,0,3,13.94,18.18,100,0
 823 | 2011-04-23 05:00:00,2,0,0,3,13.94,18.18,100,0
 824 | 2011-04-23 06:00:00,2,0,0,2,13.94,16.665,100,11.0014
 825 | 2011-04-23 07:00:00,2,0,0,3,13.94,16.665,100,11.0014
 826 | 2011-04-23 08:00:00,2,0,0,2,14.76,16.665,100,16.9979
 827 | 2011-04-23 09:00:00,2,0,0,2,15.58,19.695,94,19.9995
 828 | 2011-04-23 10:00:00,2,0,0,2,17.22,21.21,88,15.0013
 829 | 2011-04-23 11:00:00,2,0,0,2,18.86,22.725,88,15.0013
 830 | 2011-04-23 12:00:00,2,0,0,1,21.32,25,83,27.9993
 831 | 2011-04-23 13:00:00,2,0,0,1,21.32,25,83,26.0027
 832 | 2011-04-23 14:00:00,2,0,0,1,23.78,27.275,78,23.9994
 833 | 2011-04-23 15:00:00,2,0,0,1,24.6,29.545,73,26.0027
 834 | 2011-04-23 16:00:00,2,0,0,1,24.6,29.545,73,19.0012
 835 | 2011-04-23 17:00:00,2,0,0,1,24.6,29.545,73,22.0028
 836 | 2011-04-23 18:00:00,2,0,0,1,23.78,27.275,78,12.998
 837 | 2011-04-23 19:00:00,2,0,0,1,22.96,26.515,83,19.0012
 838 | 2011-04-23 20:00:00,2,0,0,2,22.14,25.76,88,16.9979
 839 | 2011-04-23 21:00:00,2,0,0,2,22.96,26.515,83,19.0012
 840 | 2011-04-23 22:00:00,2,0,0,2,23.78,27.275,78,16.9979
 841 | 2011-04-23 23:00:00,2,0,0,2,22.14,25.76,88,11.0014
 842 | 2011-04-24 00:00:00,2,0,0,1,21.32,25,83,15.0013
 843 | 2011-04-24 01:00:00,2,0,0,1,20.5,24.24,88,12.998
 844 | 2011-04-24 02:00:00,2,0,0,1,20.5,24.24,88,12.998
 845 | 2011-04-24 03:00:00,2,0,0,1,20.5,24.24,94,6.0032
 846 | 2011-04-24 04:00:00,2,0,0,1,20.5,24.24,94,6.0032
 847 | 2011-04-24 05:00:00,2,0,0,1,20.5,24.24,94,6.0032
 848 | 2011-04-24 06:00:00,2,0,0,2,20.5,24.24,100,0
 849 | 2011-04-24 07:00:00,2,0,0,2,20.5,24.24,100,0
 850 | 2011-04-24 08:00:00,2,0,0,1,21.32,25,94,15.0013
 851 | 2011-04-24 09:00:00,2,0,0,1,22.96,26.515,88,16.9979
 852 | 2011-04-24 10:00:00,2,0,0,1,24.6,28.79,78,11.0014
 853 | 2011-04-24 11:00:00,2,0,0,1,27.06,31.06,65,8.9981
 854 | 2011-04-24 12:00:00,2,0,0,1,27.88,31.82,65,16.9979
 855 | 2011-04-24 13:00:00,2,0,0,1,28.7,32.575,58,19.0012
 856 | 2011-04-24 14:00:00,2,0,0,1,28.7,32.575,54,22.0028
 857 | 2011-04-24 15:00:00,2,0,0,1,27.06,31.06,61,16.9979
 858 | 2011-04-24 16:00:00,2,0,0,1,30.34,33.335,48,26.0027
 859 | 2011-04-24 17:00:00,2,0,0,1,27.06,31.06,65,19.9995
 860 | 2011-04-24 18:00:00,2,0,0,1,26.24,30.305,69,11.0014
 861 | 2011-04-24 19:00:00,2,0,0,3,24.6,28.03,83,19.0012
 862 | 2011-04-24 20:00:00,2,0,0,3,24.6,28.03,83,19.0012
 863 | 2011-04-24 21:00:00,2,0,0,3,22.14,25.76,94,11.0014
 864 | 2011-04-24 22:00:00,2,0,0,3,22.14,25.76,100,11.0014
 865 | 2011-04-24 23:00:00,2,0,0,3,22.14,25.76,100,6.0032
 866 | 2011-04-25 00:00:00,2,0,1,3,21.32,25,100,0
 867 | 2011-04-25 01:00:00,2,0,1,1,22.14,25.76,100,6.0032
 868 | 2011-04-25 02:00:00,2,0,1,1,22.14,25.76,100,6.0032
 869 | 2011-04-25 03:00:00,2,0,1,2,20.5,24.24,100,7.0015
 870 | 2011-04-25 04:00:00,2,0,1,2,21.32,25,100,0
 871 | 2011-04-25 05:00:00,2,0,1,2,18.86,22.725,100,0
 872 | 2011-04-25 06:00:00,2,0,1,2,20.5,24.24,100,0
 873 | 2011-04-25 07:00:00,2,0,1,2,21.32,25,100,6.0032
 874 | 2011-04-25 08:00:00,2,0,1,1,22.96,26.515,88,7.0015
 875 | 2011-04-25 09:00:00,2,0,1,1,24.6,28.03,83,8.9981
 876 | 2011-04-25 10:00:00,2,0,1,1,26.24,30.305,73,15.0013
 877 | 2011-04-25 11:00:00,2,0,1,1,26.24,30.305,73,15.0013
 878 | 2011-04-25 12:00:00,2,0,1,1,27.06,31.06,74,16.9979
 879 | 2011-04-25 13:00:00,2,0,1,1,28.7,32.575,65,15.0013
 880 | 2011-04-25 14:00:00,2,0,1,1,29.52,33.335,54,15.0013
 881 | 2011-04-25 15:00:00,2,0,1,1,30.34,33.335,51,15.0013
 882 | 2011-04-25 16:00:00,2,0,1,1,28.7,32.575,54,23.9994
 883 | 2011-04-25 17:00:00,2,0,1,1,28.7,32.575,54,19.9995
 884 | 2011-04-25 18:00:00,2,0,1,1,27.88,31.82,57,23.9994
 885 | 2011-04-25 19:00:00,2,0,1,1,27.06,31.06,57,22.0028
 886 | 2011-04-25 20:00:00,2,0,1,1,27.06,31.06,61,19.0012
 887 | 2011-04-25 21:00:00,2,0,1,1,25.42,30.305,69,16.9979
 888 | 2011-04-25 22:00:00,2,0,1,1,24.6,29.545,73,19.9995
 889 | 2011-04-25 23:00:00,2,0,1,1,23.78,27.275,78,19.0012
 890 | 2011-04-26 00:00:00,2,0,1,1,25.42,30.305,69,19.0012
 891 | 2011-04-26 01:00:00,2,0,1,1,25.42,29.545,73,19.0012
 892 | 2011-04-26 02:00:00,2,0,1,1,22.96,26.515,83,22.0028
 893 | 2011-04-26 03:00:00,2,0,1,1,22.14,25.76,88,19.0012
 894 | 2011-04-26 04:00:00,2,0,1,1,22.96,26.515,83,16.9979
 895 | 2011-04-26 05:00:00,2,0,1,1,22.14,25.76,88,16.9979
 896 | 2011-04-26 06:00:00,2,0,1,1,22.96,26.515,88,15.0013
 897 | 2011-04-26 07:00:00,2,0,1,1,23.78,27.275,83,19.9995
 898 | 2011-04-26 08:00:00,2,0,1,1,23.78,27.275,83,19.9995
 899 | 2011-04-26 09:00:00,2,0,1,1,26.24,30.305,73,23.9994
 900 | 2011-04-26 10:00:00,2,0,1,1,27.06,31.06,69,23.9994
 901 | 2011-04-26 11:00:00,2,0,1,1,27.88,31.82,65,26.0027
 902 | 2011-04-26 12:00:00,2,0,1,1,28.7,32.575,61,27.9993
 903 | 2011-04-26 13:00:00,2,0,1,1,30.34,33.335,51,30.0026
 904 | 2011-04-26 14:00:00,2,0,1,1,29.52,33.335,58,22.0028
 905 | 2011-04-26 15:00:00,2,0,1,1,28.7,32.575,61,23.9994
 906 | 2011-04-26 16:00:00,2,0,1,1,28.7,32.575,58,26.0027
 907 | 2011-04-26 17:00:00,2,0,1,1,27.88,31.82,61,23.9994
 908 | 2011-04-26 18:00:00,2,0,1,1,27.88,31.82,65,30.0026
 909 | 2011-04-26 19:00:00,2,0,1,1,26.24,30.305,73,27.9993
 910 | 2011-04-26 20:00:00,2,0,1,1,26.24,30.305,73,23.9994
 911 | 2011-04-26 21:00:00,2,0,1,1,25.42,29.545,78,19.0012
 912 | 2011-04-26 22:00:00,2,0,1,2,24.6,28.03,83,12.998
 913 | 2011-04-26 23:00:00,2,0,1,2,24.6,28.03,83,15.0013
 914 | 2011-04-27 00:00:00,2,0,1,1,24.6,28.03,83,15.0013
 915 | 2011-04-27 01:00:00,2,0,1,1,24.6,28.03,83,16.9979
 916 | 2011-04-27 02:00:00,2,0,1,1,23.78,27.275,88,16.9979
 917 | 2011-04-27 03:00:00,2,0,1,2,23.78,27.275,88,19.0012
 918 | 2011-04-27 04:00:00,2,0,1,1,22.96,26.515,94,15.0013
 919 | 2011-04-27 05:00:00,2,0,1,2,22.96,26.515,94,16.9979
 920 | 2011-04-27 06:00:00,2,0,1,1,22.96,26.515,94,16.9979
 921 | 2011-04-27 07:00:00,2,0,1,2,23.78,27.275,88,19.0012
 922 | 2011-04-27 08:00:00,2,0,1,2,23.78,27.275,88,22.0028
 923 | 2011-04-27 09:00:00,2,0,1,2,24.6,27.275,88,27.9993
 924 | 2011-04-27 10:00:00,2,0,1,2,25.42,28.79,83,19.0012
 925 | 2011-04-27 11:00:00,2,0,1,2,26.24,29.545,78,19.0012
 926 | 2011-04-27 12:00:00,2,0,1,1,27.06,30.305,78,22.0028
 927 | 2011-04-27 13:00:00,2,0,1,1,26.24,29.545,78,19.9995
 928 | 2011-04-27 14:00:00,2,0,1,1,27.88,31.82,74,19.0012
 929 | 2011-04-27 15:00:00,2,0,1,1,28.7,32.575,65,32.9975
 930 | 2011-04-27 16:00:00,2,0,1,1,28.7,32.575,70,26.0027
 931 | 2011-04-27 17:00:00,2,0,1,3,27.06,30.305,83,26.0027
 932 | 2011-04-27 18:00:00,2,0,1,3,27.06,30.305,83,26.0027
 933 | 2011-04-27 19:00:00,2,0,1,1,25.42,29.545,78,19.0012
 934 | 2011-04-27 20:00:00,2,0,1,1,26.24,28.79,83,22.0028
 935 | 2011-04-27 21:00:00,2,0,1,1,25.42,28.03,88,19.0012
 936 | 2011-04-27 22:00:00,2,0,1,2,25.42,28.03,88,22.0028
 937 | 2011-04-27 23:00:00,2,0,1,2,25.42,28.03,88,23.9994
 938 | 2011-04-28 00:00:00,2,0,1,1,26.24,29.545,78,23.9994
 939 | 2011-04-28 01:00:00,2,0,1,2,25.42,28.79,83,26.0027
 940 | 2011-04-28 02:00:00,2,0,1,2,25.42,28.79,83,30.0026
 941 | 2011-04-28 03:00:00,2,0,1,2,26.24,29.545,78,26.0027
 942 | 2011-04-28 04:00:00,2,0,1,2,25.42,28.79,83,27.9993
 943 | 2011-04-28 05:00:00,2,0,1,2,25.42,28.79,83,26.0027
 944 | 2011-04-28 06:00:00,2,0,1,2,26.24,29.545,78,31.0009
 945 | 2011-04-28 07:00:00,2,0,1,2,26.24,29.545,78,30.0026
 946 | 2011-04-28 08:00:00,2,0,1,2,27.06,30.305,78,30.0026
 947 | 2011-04-28 09:00:00,2,0,1,3,25.42,28.03,88,22.0028
 948 | 2011-04-28 10:00:00,2,0,1,2,25.42,28.03,88,19.0012
 949 | 2011-04-28 11:00:00,2,0,1,2,25.42,28.79,83,19.0012
 950 | 2011-04-28 12:00:00,2,0,1,2,25.42,29.545,78,16.9979
 951 | 2011-04-28 13:00:00,2,0,1,2,25.42,28.79,83,19.9995
 952 | 2011-04-28 14:00:00,2,0,1,1,25.42,28.79,83,19.9995
 953 | 2011-04-28 15:00:00,2,0,1,1,27.06,31.06,69,22.0028
 954 | 2011-04-28 16:00:00,2,0,1,1,25.42,29.545,78,16.9979
 955 | 2011-04-28 17:00:00,2,0,1,1,26.24,31.06,47,23.9994
 956 | 2011-04-28 18:00:00,2,0,1,1,26.24,31.06,47,23.9994
 957 | 2011-04-28 19:00:00,2,0,1,1,25.42,31.06,43,19.9995
 958 | 2011-04-28 20:00:00,2,0,1,1,23.78,27.275,43,15.0013
 959 | 2011-04-28 21:00:00,2,0,1,1,22.96,26.515,46,8.9981
 960 | 2011-04-28 22:00:00,2,0,1,1,22.14,25.76,45,11.0014
 961 | 2011-04-28 23:00:00,2,0,1,1,22.14,25.76,39,6.0032
 962 | 2011-04-29 00:00:00,2,0,1,1,21.32,25,39,19.0012
 963 | 2011-04-29 01:00:00,2,0,1,1,20.5,24.24,45,6.0032
 964 | 2011-04-29 02:00:00,2,0,1,1,18.86,22.725,63,7.0015
 965 | 2011-04-29 03:00:00,2,0,1,1,18.86,22.725,59,6.0032
 966 | 2011-04-29 04:00:00,2,0,1,1,18.86,22.725,51,8.9981
 967 | 2011-04-29 05:00:00,2,0,1,1,18.86,22.725,47,8.9981
 968 | 2011-04-29 06:00:00,2,0,1,1,20.5,24.24,45,19.0012
 969 | 2011-04-29 07:00:00,2,0,1,1,21.32,25,42,12.998
 970 | 2011-04-29 08:00:00,2,0,1,1,22.14,25.76,39,19.9995
 971 | 2011-04-29 09:00:00,2,0,1,1,22.14,25.76,39,22.0028
 972 | 2011-04-29 10:00:00,2,0,1,1,22.96,26.515,40,19.0012
 973 | 2011-04-29 11:00:00,2,0,1,1,24.6,31.06,38,15.0013
 974 | 2011-04-29 12:00:00,2,0,1,1,22.96,26.515,37,19.0012
 975 | 2011-04-29 13:00:00,2,0,1,1,22.96,26.515,37,19.9995
 976 | 2011-04-29 14:00:00,2,0,1,1,24.6,31.06,35,22.0028
 977 | 2011-04-29 15:00:00,2,0,1,2,22.96,26.515,40,19.9995
 978 | 2011-04-29 16:00:00,2,0,1,2,22.14,25.76,42,23.9994
 979 | 2011-04-29 17:00:00,2,0,1,2,21.32,25,45,26.0027
 980 | 2011-04-29 18:00:00,2,0,1,1,21.32,25,48,23.9994
 981 | 2011-04-29 19:00:00,2,0,1,1,18.86,22.725,55,22.0028
 982 | 2011-04-29 20:00:00,2,0,1,1,19.68,23.485,48,15.0013
 983 | 2011-04-29 21:00:00,2,0,1,1,18.86,22.725,51,12.998
 984 | 2011-04-29 22:00:00,2,0,1,1,17.22,21.21,58,11.0014
 985 | 2011-04-29 23:00:00,2,0,1,2,18.04,21.97,54,6.0032
 986 | 2011-04-30 00:00:00,2,0,0,2,18.04,21.97,54,16.9979
 987 | 2011-04-30 01:00:00,2,0,0,2,18.04,21.97,54,11.0014
 988 | 2011-04-30 02:00:00,2,0,0,2,18.04,21.97,54,15.0013
 989 | 2011-04-30 03:00:00,2,0,0,2,17.22,21.21,54,12.998
 990 | 2011-04-30 04:00:00,2,0,0,2,17.22,21.21,54,15.0013
 991 | 2011-04-30 05:00:00,2,0,0,1,17.22,21.21,54,26.0027
 992 | 2011-04-30 06:00:00,2,0,0,1,16.4,20.455,58,19.0012
 993 | 2011-04-30 07:00:00,2,0,0,1,16.4,20.455,54,26.0027
 994 | 2011-04-30 08:00:00,2,0,0,1,16.4,20.455,54,19.9995
 995 | 2011-04-30 09:00:00,2,0,0,1,18.04,21.97,51,23.9994
 996 | 2011-04-30 10:00:00,2,0,0,1,19.68,23.485,44,26.0027
 997 | 2011-04-30 11:00:00,2,0,0,1,20.5,24.24,42,23.9994
 998 | 2011-04-30 12:00:00,2,0,0,1,21.32,25,42,26.0027
 999 | 2011-04-30 13:00:00,2,0,0,1,22.14,25.76,39,19.9995
1000 | 2011-04-30 14:00:00,2,0,0,1,22.14,25.76,39,15.0013
1001 | 2011-04-30 15:00:00,2,0,0,1,22.96,26.515,37,8.9981
1002 | 2011-04-30 16:00:00,2,0,0,1,23.78,27.275,37,12.998
1003 | 2011-04-30 17:00:00,2,0,0,1,22.96,26.515,43,8.9981
1004 | 2011-04-30 18:00:00,2,0,0,1,22.14,25.76,43,8.9981
1005 | 2011-04-30 19:00:00,2,0,0,1,22.14,25.76,43,8.9981
1006 | 2011-04-30 20:00:00,2,0,0,1,18.04,21.97,62,8.9981
1007 | 2011-04-30 21:00:00,2,0,0,1,18.04,21.97,62,8.9981
1008 | 2011-04-30 22:00:00,2,0,0,1,18.04,21.97,67,7.0015
1009 | 2011-04-30 23:00:00,2,0,0,1,18.04,21.97,67,7.0015
1010 | 2011-05-20 00:00:00,2,0,1,1,18.86,22.725,94,6.0032
1011 | 2011-05-20 01:00:00,2,0,1,1,18.86,22.725,100,0
1012 | 2011-05-20 02:00:00,2,0,1,1,18.04,21.97,100,6.0032
1013 | 2011-05-20 03:00:00,2,0,1,1,18.04,21.97,100,0
1014 | 2011-05-20 04:00:00,2,0,1,1,18.04,21.97,94,6.0032
1015 | 2011-05-20 05:00:00,2,0,1,1,18.04,21.97,94,7.0015
1016 | 2011-05-20 06:00:00,2,0,1,1,18.86,22.725,88,7.0015
1017 | 2011-05-20 07:00:00,2,0,1,1,20.5,24.24,77,11.0014
1018 | 2011-05-20 08:00:00,2,0,1,1,22.14,25.76,68,0
1019 | 2011-05-20 09:00:00,2,0,1,1,22.14,25.76,68,15.0013
1020 | 2011-05-20 10:00:00,2,0,1,1,22.96,26.515,64,12.998
1021 | 2011-05-20 11:00:00,2,0,1,2,23.78,27.275,60,12.998
1022 | 2011-05-20 12:00:00,2,0,1,2,24.6,31.06,56,16.9979
1023 | 2011-05-20 13:00:00,2,0,1,3,24.6,31.06,56,19.0012
1024 | 2011-05-20 14:00:00,2,0,1,1,25.42,31.06,53,15.0013
1025 | 2011-05-20 15:00:00,2,0,1,2,24.6,31.06,56,12.998
1026 | 2011-05-20 16:00:00,2,0,1,2,24.6,31.06,53,11.0014
1027 | 2011-05-20 17:00:00,2,0,1,1,25.42,31.06,53,0
1028 | 2011-05-20 18:00:00,2,0,1,1,24.6,31.06,56,11.0014
1029 | 2011-05-20 19:00:00,2,0,1,1,23.78,27.275,64,6.0032
1030 | 2011-05-20 20:00:00,2,0,1,1,23.78,27.275,64,7.0015
1031 | 2011-05-20 21:00:00,2,0,1,1,22.96,26.515,64,7.0015
1032 | 2011-05-20 22:00:00,2,0,1,1,22.14,25.76,73,0
1033 | 2011-05-20 23:00:00,2,0,1,1,21.32,25,72,11.0014
1034 | 2011-05-21 00:00:00,2,0,0,1,21.32,25,77,7.0015
1035 | 2011-05-21 01:00:00,2,0,0,1,21.32,25,72,0
1036 | 2011-05-21 02:00:00,2,0,0,1,21.32,25,72,7.0015
1037 | 2011-05-21 03:00:00,2,0,0,1,19.68,23.485,82,7.0015
1038 | 2011-05-21 04:00:00,2,0,0,1,18.86,22.725,88,8.9981
1039 | 2011-05-21 05:00:00,2,0,0,1,18.86,22.725,88,7.0015
1040 | 2011-05-21 06:00:00,2,0,0,1,20.5,24.24,82,8.9981
1041 | 2011-05-21 07:00:00,2,0,0,1,22.14,25.76,73,8.9981
1042 | 2011-05-21 08:00:00,2,0,0,1,22.96,26.515,68,19.0012
1043 | 2011-05-21 09:00:00,2,0,0,1,24.6,30.305,64,15.0013
1044 | 2011-05-21 10:00:00,2,0,0,1,25.42,30.305,61,7.0015
1045 | 2011-05-21 11:00:00,2,0,0,1,26.24,31.06,53,8.9981
1046 | 2011-05-21 12:00:00,2,0,0,1,27.06,31.06,50,0
1047 | 2011-05-21 13:00:00,2,0,0,1,28.7,31.82,45,0
1048 | 2011-05-21 14:00:00,2,0,0,1,29.52,32.575,42,0
1049 | 2011-05-21 15:00:00,2,0,0,1,29.52,32.575,45,16.9979
1050 | 2011-05-21 16:00:00,2,0,0,2,29.52,32.575,39,16.9979
1051 | 2011-05-21 17:00:00,2,0,0,2,29.52,32.575,42,11.0014
1052 | 2011-05-21 18:00:00,2,0,0,2,28.7,31.82,45,11.0014
1053 | 2011-05-21 19:00:00,2,0,0,1,27.88,31.82,47,11.0014
1054 | 2011-05-21 20:00:00,2,0,0,1,25.42,30.305,61,0
1055 | 2011-05-21 21:00:00,2,0,0,1,25.42,30.305,61,7.0015
1056 | 2011-05-21 22:00:00,2,0,0,1,24.6,29.545,69,8.9981
1057 | 2011-05-21 23:00:00,2,0,0,1,23.78,27.275,78,6.0032
1058 | 2011-05-22 00:00:00,2,0,0,1,22.14,25.76,88,11.0014
1059 | 2011-05-22 01:00:00,2,0,0,1,21.32,25,94,8.9981
1060 | 2011-05-22 02:00:00,2,0,0,1,21.32,25,94,7.0015
1061 | 2011-05-22 03:00:00,2,0,0,1,20.5,24.24,100,7.0015
1062 | 2011-05-22 04:00:00,2,0,0,1,20.5,24.24,100,0
1063 | 2011-05-22 05:00:00,2,0,0,1,20.5,24.24,100,7.0015
1064 | 2011-05-22 06:00:00,2,0,0,1,21.32,25,94,7.0015
1065 | 2011-05-22 07:00:00,2,0,0,1,22.14,25.76,88,7.0015
1066 | 2011-05-22 08:00:00,2,0,0,1,24.6,29.545,73,6.0032
1067 | 2011-05-22 09:00:00,2,0,0,1,25.42,30.305,69,7.0015
1068 | 2011-05-22 10:00:00,2,0,0,1,26.24,30.305,65,8.9981
1069 | 2011-05-22 11:00:00,2,0,0,1,28.7,32.575,54,12.998
1070 | 2011-05-22 12:00:00,2,0,0,2,29.52,33.335,51,12.998
1071 | 2011-05-22 13:00:00,2,0,0,2,27.06,31.06,54,15.0013
1072 | 2011-05-22 14:00:00,2,0,0,3,25.42,30.305,69,12.998
1073 | 2011-05-22 15:00:00,2,0,0,2,27.06,31.06,61,11.0014
1074 | 2011-05-22 16:00:00,2,0,0,1,27.88,31.82,61,8.9981
1075 | 2011-05-22 17:00:00,2,0,0,1,28.7,32.575,58,16.9979
1076 | 2011-05-22 18:00:00,2,0,0,1,27.06,31.06,61,15.0013
1077 | 2011-05-22 19:00:00,2,0,0,1,27.06,31.06,61,12.998
1078 | 2011-05-22 20:00:00,2,0,0,1,26.24,30.305,65,11.0014
1079 | 2011-05-22 21:00:00,2,0,0,1,25.42,29.545,73,12.998
1080 | 2011-05-22 22:00:00,2,0,0,1,24.6,28.03,83,8.9981
1081 | 2011-05-22 23:00:00,2,0,0,2,23.78,27.275,83,8.9981
1082 | 2011-05-23 00:00:00,2,0,1,2,22.96,26.515,88,8.9981
1083 | 2011-05-23 01:00:00,2,0,1,1,22.96,26.515,88,7.0015
1084 | 2011-05-23 02:00:00,2,0,1,3,22.96,26.515,88,11.0014
1085 | 2011-05-23 03:00:00,2,0,1,3,22.14,25.76,94,11.0014
1086 | 2011-05-23 04:00:00,2,0,1,2,22.14,25.76,94,0
1087 | 2011-05-23 05:00:00,2,0,1,2,22.14,25.76,94,0
1088 | 2011-05-23 06:00:00,2,0,1,2,22.14,25.76,100,0
1089 | 2011-05-23 07:00:00,2,0,1,2,22.96,26.515,94,7.0015
1090 | 2011-05-23 08:00:00,2,0,1,1,24.6,27.275,88,12.998
1091 | 2011-05-23 09:00:00,2,0,1,1,24.6,27.275,88,15.0013
1092 | 2011-05-23 10:00:00,2,0,1,1,27.06,31.06,74,19.9995
1093 | 2011-05-23 11:00:00,2,0,1,1,27.88,31.82,69,26.0027
1094 | 2011-05-23 12:00:00,2,0,1,1,27.88,31.82,69,26.0027
1095 | 2011-05-23 13:00:00,2,0,1,2,30.34,34.09,58,27.9993
1096 | 2011-05-23 14:00:00,2,0,1,2,29.52,34.09,62,35.0008
1097 | 2011-05-23 15:00:00,2,0,1,2,29.52,34.09,62,30.0026
1098 | 2011-05-23 16:00:00,2,0,1,2,29.52,34.09,62,19.9995
1099 | 2011-05-23 17:00:00,2,0,1,3,29.52,34.09,70,26.0027
1100 | 2011-05-23 18:00:00,2,0,1,1,28.7,33.335,74,19.0012
1101 | 2011-05-23 19:00:00,2,0,1,1,28.7,33.335,74,15.0013
1102 | 2011-05-23 20:00:00,2,0,1,1,26.24,28.79,83,15.0013
1103 | 2011-05-23 21:00:00,2,0,1,1,26.24,28.79,89,15.0013
1104 | 2011-05-23 22:00:00,2,0,1,1,25.42,27.275,94,15.0013
1105 | 2011-05-23 23:00:00,2,0,1,2,25.42,28.03,88,12.998
1106 | 2011-05-24 00:00:00,2,0,1,2,24.6,25.76,94,12.998
1107 | 2011-05-24 01:00:00,2,0,1,2,24.6,25.76,94,11.0014
1108 | 2011-05-24 02:00:00,2,0,1,2,24.6,25.76,94,12.998
1109 | 2011-05-24 03:00:00,2,0,1,2,23.78,27.275,94,7.0015
1110 | 2011-05-24 04:00:00,2,0,1,1,24.6,27.275,88,7.0015
1111 | 2011-05-24 05:00:00,2,0,1,2,23.78,27.275,94,16.9979
1112 | 2011-05-24 06:00:00,2,0,1,2,23.78,27.275,94,12.998
1113 | 2011-05-24 07:00:00,2,0,1,3,26.24,29.545,78,12.998
1114 | 2011-05-24 08:00:00,2,0,1,3,25.42,28.79,83,15.0013
1115 | 2011-05-24 09:00:00,2,0,1,2,26.24,30.305,73,12.998
1116 | 2011-05-24 10:00:00,2,0,1,1,28.7,32.575,61,22.0028
1117 | 2011-05-24 11:00:00,2,0,1,1,30.34,33.335,51,15.0013
1118 | 2011-05-24 12:00:00,2,0,1,1,31.16,34.09,45,26.0027
1119 | 2011-05-24 13:00:00,2,0,1,1,31.98,34.85,46,16.9979
1120 | 2011-05-24 14:00:00,2,0,1,1,31.98,34.85,46,19.0012
1121 | 2011-05-24 15:00:00,2,0,1,3,30.34,34.09,55,27.9993
1122 | 2011-05-24 16:00:00,2,0,1,1,27.06,31.06,69,12.998
1123 | 2011-05-24 17:00:00,2,0,1,1,28.7,32.575,61,7.0015
1124 | 2011-05-24 18:00:00,2,0,1,1,28.7,32.575,70,12.998
1125 | 2011-05-24 19:00:00,2,0,1,1,27.06,31.06,74,12.998
1126 | 2011-05-24 20:00:00,2,0,1,1,27.06,31.06,74,6.0032
1127 | 2011-05-24 21:00:00,2,0,1,1,26.24,29.545,78,6.0032
1128 | 2011-05-24 22:00:00,2,0,1,3,25.42,28.03,88,15.0013
1129 | 2011-05-24 23:00:00,2,0,1,3,27.06,31.06,74,11.0014
1130 | 2011-05-25 00:00:00,2,0,1,3,24.6,28.03,83,15.0013
1131 | 2011-05-25 01:00:00,2,0,1,3,23.78,27.275,83,12.998
1132 | 2011-05-25 02:00:00,2,0,1,2,22.96,26.515,94,0
1133 | 2011-05-25 03:00:00,2,0,1,1,22.14,25.76,100,8.9981
1134 | 2011-05-25 04:00:00,2,0,1,1,22.14,25.76,100,7.0015
1135 | 2011-05-25 05:00:00,2,0,1,1,22.96,26.515,88,6.0032
1136 | 2011-05-25 06:00:00,2,0,1,1,22.96,26.515,94,6.0032
1137 | 2011-05-25 07:00:00,2,0,1,1,25.42,29.545,73,8.9981
1138 | 2011-05-25 08:00:00,2,0,1,1,26.24,30.305,69,15.0013
1139 | 2011-05-25 09:00:00,2,0,1,1,27.88,31.82,65,6.0032
1140 | 2011-05-25 10:00:00,2,0,1,1,28.7,32.575,61,6.0032
1141 | 2011-05-25 11:00:00,2,0,1,1,30.34,33.335,51,6.0032
1142 | 2011-05-25 12:00:00,2,0,1,1,30.34,34.09,55,8.9981
1143 | 2011-05-25 13:00:00,2,0,1,1,30.34,34.09,55,8.9981
1144 | 2011-05-25 14:00:00,2,0,1,1,30.34,34.09,55,11.0014
1145 | 2011-05-25 15:00:00,2,0,1,1,31.16,34.85,52,16.9979
1146 | 2011-05-25 16:00:00,2,0,1,1,30.34,33.335,51,19.0012
1147 | 2011-05-25 17:00:00,2,0,1,1,30.34,33.335,51,15.0013
1148 | 2011-05-25 18:00:00,2,0,1,1,29.52,33.335,58,15.0013
1149 | 2011-05-25 19:00:00,2,0,1,1,28.7,32.575,61,8.9981
1150 | 2011-05-25 20:00:00,2,0,1,1,28.7,32.575,61,11.0014
1151 | 2011-05-25 21:00:00,2,0,1,1,27.06,31.06,69,8.9981
1152 | 2011-05-25 22:00:00,2,0,1,1,27.06,31.06,69,16.9979
1153 | 2011-05-25 23:00:00,2,0,1,1,26.24,30.305,73,8.9981
1154 | 2011-05-26 00:00:00,2,0,1,1,26.24,30.305,73,8.9981
1155 | 2011-05-26 01:00:00,2,0,1,1,26.24,30.305,73,8.9981
1156 | 2011-05-26 02:00:00,2,0,1,1,25.42,28.79,83,7.0015
1157 | 2011-05-26 03:00:00,2,0,1,1,24.6,27.275,88,6.0032
1158 | 2011-05-26 04:00:00,2,0,1,1,24.6,27.275,88,0
1159 | 2011-05-26 05:00:00,2,0,1,2,24.6,27.275,88,6.0032
1160 | 2011-05-26 06:00:00,2,0,1,2,24.6,25,100,6.0032
1161 | 2011-05-26 07:00:00,2,0,1,2,25.42,27.275,94,16.9979
1162 | 2011-05-26 08:00:00,2,0,1,2,27.06,30.305,83,11.0014
1163 | 2011-05-26 09:00:00,2,0,1,1,29.52,34.09,70,11.0014
1164 | 2011-05-26 10:00:00,2,0,1,1,28.7,33.335,74,19.0012
1165 | 2011-05-26 11:00:00,2,0,1,1,30.34,34.85,66,15.0013
1166 | 2011-05-26 12:00:00,2,0,1,1,31.98,37.12,59,22.0028
1167 | 2011-05-26 13:00:00,2,0,1,1,33.62,38.635,52,19.0012
1168 | 2011-05-26 14:00:00,2,0,1,1,33.62,38.635,52,19.0012
1169 | 2011-05-26 15:00:00,2,0,1,2,33.62,37.88,46,19.0012
1170 | 2011-05-26 16:00:00,2,0,1,2,32.8,37.12,49,23.9994
1171 | 2011-05-26 17:00:00,2,0,1,1,32.8,36.365,46,19.0012
1172 | 2011-05-26 18:00:00,2,0,1,1,32.8,36.365,46,22.0028
1173 | 2011-05-26 19:00:00,2,0,1,1,31.98,34.85,46,22.0028
1174 | 2011-05-26 20:00:00,2,0,1,1,29.52,33.335,58,11.0014
1175 | 2011-05-26 21:00:00,2,0,1,1,29.52,34.09,62,6.0032
1176 | 2011-05-26 22:00:00,2,0,1,1,28.7,32.575,65,8.9981
1177 | 2011-05-26 23:00:00,2,0,1,1,28.7,32.575,65,12.998
1178 | 2011-05-27 00:00:00,2,0,1,1,27.88,31.82,69,16.9979
1179 | 2011-05-27 01:00:00,2,0,1,1,28.7,32.575,58,19.9995
1180 | 2011-05-27 02:00:00,2,0,1,1,27.88,31.82,61,15.0013
1181 | 2011-05-27 03:00:00,2,0,1,1,27.06,31.06,65,6.0032
1182 | 2011-05-27 04:00:00,2,0,1,1,26.24,30.305,69,8.9981
1183 | 2011-05-27 05:00:00,2,0,1,1,26.24,30.305,65,19.0012
1184 | 2011-05-27 06:00:00,2,0,1,1,26.24,30.305,69,6.0032
1185 | 2011-05-27 07:00:00,2,0,1,1,26.24,30.305,73,11.0014
1186 | 2011-05-27 08:00:00,2,0,1,1,27.06,31.06,74,19.0012
1187 | 2011-05-27 09:00:00,2,0,1,1,28.7,32.575,65,19.0012
1188 | 2011-05-27 10:00:00,2,0,1,1,29.52,33.335,54,26.0027
1189 | 2011-05-27 11:00:00,2,0,1,2,30.34,34.09,55,22.0028
1190 | 2011-05-27 12:00:00,2,0,1,2,31.16,34.85,55,19.9995
1191 | 2011-05-27 13:00:00,2,0,1,1,30.34,34.09,58,12.998
1192 | 2011-05-27 14:00:00,2,0,1,1,31.16,34.85,55,16.9979
1193 | 2011-05-27 15:00:00,2,0,1,1,31.98,35.605,49,19.0012
1194 | 2011-05-27 16:00:00,2,0,1,2,31.16,34.85,55,26.0027
1195 | 2011-05-27 17:00:00,2,0,1,1,30.34,34.09,58,26.0027
1196 | 2011-05-27 18:00:00,2,0,1,2,29.52,34.09,62,19.9995
1197 | 2011-05-27 19:00:00,2,0,1,3,24.6,28.79,78,16.9979
1198 | 2011-05-27 20:00:00,2,0,1,2,25.42,29.545,73,15.0013
1199 | 2011-05-27 21:00:00,2,0,1,1,24.6,28.03,83,7.0015
1200 | 2011-05-27 22:00:00,2,0,1,1,24.6,28.79,78,8.9981
1201 | 2011-05-27 23:00:00,2,0,1,1,23.78,27.275,88,8.9981
1202 | 2011-05-28 00:00:00,2,0,0,1,23.78,27.275,88,8.9981
1203 | 2011-05-28 01:00:00,2,0,0,1,23.78,27.275,88,12.998
1204 | 2011-05-28 02:00:00,2,0,0,1,22.96,26.515,94,12.998
1205 | 2011-05-28 03:00:00,2,0,0,1,22.96,26.515,88,15.0013
1206 | 2011-05-28 04:00:00,2,0,0,1,22.96,26.515,88,16.9979
1207 | 2011-05-28 05:00:00,2,0,0,1,22.96,26.515,88,15.0013
1208 | 2011-05-28 06:00:00,2,0,0,1,23.78,27.275,83,16.9979
1209 | 2011-05-28 07:00:00,2,0,0,1,24.6,28.03,83,16.9979
1210 | 2011-05-28 08:00:00,2,0,0,1,25.42,29.545,78,12.998
1211 | 2011-05-28 09:00:00,2,0,0,1,26.24,30.305,73,16.9979
1212 | 2011-05-28 10:00:00,2,0,0,1,28.7,32.575,65,15.0013
1213 | 2011-05-28 11:00:00,2,0,0,1,28.7,32.575,65,15.0013
1214 | 2011-05-28 12:00:00,2,0,0,1,29.52,33.335,58,16.9979
1215 | 2011-05-28 13:00:00,2,0,0,1,29.52,34.09,62,15.0013
1216 | 2011-05-28 14:00:00,2,0,0,1,30.34,34.09,58,15.0013
1217 | 2011-05-28 15:00:00,2,0,0,1,30.34,34.09,55,15.0013
1218 | 2011-05-28 16:00:00,2,0,0,1,31.16,34.85,55,19.0012
1219 | 2011-05-28 17:00:00,2,0,0,1,30.34,34.09,55,19.9995
1220 | 2011-05-28 18:00:00,2,0,0,1,29.52,34.09,62,16.9979
1221 | 2011-05-28 19:00:00,2,0,0,1,28.7,32.575,65,12.998
1222 | 2011-05-28 20:00:00,2,0,0,1,28.7,32.575,65,15.0013
1223 | 2011-05-28 21:00:00,2,0,0,1,27.06,31.06,74,19.9995
1224 | 2011-05-28 22:00:00,2,0,0,1,27.06,30.305,78,15.0013
1225 | 2011-05-28 23:00:00,2,0,0,1,26.24,28.79,83,12.998
1226 | 2011-05-29 00:00:00,2,0,0,1,26.24,28.79,83,15.0013
1227 | 2011-05-29 01:00:00,2,0,0,1,25.42,28.03,88,11.0014
1228 | 2011-05-29 02:00:00,2,0,0,1,25.42,28.03,88,7.0015
1229 | 2011-05-29 03:00:00,2,0,0,1,25.42,28.03,88,7.0015
1230 | 2011-05-29 04:00:00,2,0,0,1,24.6,27.275,88,6.0032
1231 | 2011-05-29 05:00:00,2,0,0,1,24.6,25.76,94,11.0014
1232 | 2011-05-29 06:00:00,2,0,0,2,25.42,28.03,88,12.998
1233 | 2011-05-29 07:00:00,2,0,0,2,25.42,28.03,88,16.9979
1234 | 2011-05-29 08:00:00,2,0,0,2,25.42,28.03,88,15.0013
1235 | 2011-05-29 09:00:00,2,0,0,2,25.42,27.275,94,16.9979
1236 | 2011-05-29 10:00:00,2,0,0,2,27.06,30.305,83,15.0013
1237 | 2011-05-29 11:00:00,2,0,0,2,27.06,30.305,83,19.0012
1238 | 2011-05-29 12:00:00,2,0,0,2,28.7,33.335,74,15.0013
1239 | 2011-05-29 13:00:00,2,0,0,1,29.52,34.09,70,19.0012
1240 | 2011-05-29 14:00:00,2,0,0,1,30.34,34.85,70,19.0012
1241 | 2011-05-29 15:00:00,2,0,0,1,30.34,34.85,70,19.9995
1242 | 2011-05-29 16:00:00,2,0,0,1,30.34,34.85,70,19.0012
1243 | 2011-05-29 17:00:00,2,0,0,1,30.34,34.85,70,19.0012
1244 | 2011-05-29 18:00:00,2,0,0,1,29.52,34.85,74,19.0012
1245 | 2011-05-29 19:00:00,2,0,0,1,29.52,34.85,74,16.9979
1246 | 2011-05-29 20:00:00,2,0,0,1,28.7,33.335,79,12.998
1247 | 2011-05-29 21:00:00,2,0,0,1,27.88,31.82,83,11.0014
1248 | 2011-05-29 22:00:00,2,0,0,1,27.06,29.545,89,8.9981
1249 | 2011-05-29 23:00:00,2,0,0,1,27.06,29.545,89,11.0014
1250 | 2011-05-30 00:00:00,2,1,0,1,26.24,28.03,94,12.998
1251 | 2011-05-30 01:00:00,2,1,0,1,26.24,28.03,94,8.9981
1252 | 2011-05-30 02:00:00,2,1,0,1,26.24,28.03,94,12.998
1253 | 2011-05-30 03:00:00,2,1,0,1,26.24,28.03,94,12.998
1254 | 2011-05-30 04:00:00,2,1,0,1,25.42,27.275,94,11.0014
1255 | 2011-05-30 05:00:00,2,1,0,2,25.42,27.275,94,7.0015
1256 | 2011-05-30 06:00:00,2,1,0,2,26.24,28.03,94,6.0032
1257 | 2011-05-30 07:00:00,2,1,0,2,26.24,28.03,94,0
1258 | 2011-05-30 08:00:00,2,1,0,2,27.06,29.545,89,7.0015
1259 | 2011-05-30 09:00:00,2,1,0,1,29.52,34.85,74,6.0032
1260 | 2011-05-30 10:00:00,2,1,0,1,32.8,37.88,55,16.9979
1261 | 2011-05-30 11:00:00,2,1,0,1,33.62,38.635,52,0
1262 | 2011-05-30 12:00:00,2,1,0,1,35.26,40.15,47,7.0015
1263 | 2011-05-30 13:00:00,2,1,0,1,35.26,39.395,44,6.0032
1264 | 2011-05-30 14:00:00,2,1,0,1,36.08,40.15,39,0
1265 | 2011-05-30 15:00:00,2,1,0,1,36.08,40.15,39,16.9979
1266 | 2011-05-30 16:00:00,2,1,0,1,36.08,39.395,37,19.0012
1267 | 2011-05-30 17:00:00,2,1,0,1,35.26,39.395,41,15.0013
1268 | 2011-05-30 18:00:00,2,1,0,1,35.26,39.395,41,11.0014
1269 | 2011-05-30 19:00:00,2,1,0,2,21.32,25,48,7.0015
1270 | 2011-05-30 20:00:00,2,1,0,1,31.16,35.605,58,0
1271 | 2011-05-30 21:00:00,2,1,0,1,30.34,34.85,70,8.9981
1272 | 2011-05-30 22:00:00,2,1,0,1,29.52,34.85,74,11.0014
1273 | 2011-05-30 23:00:00,2,1,0,1,28.7,33.335,84,7.0015
1274 | 2011-05-31 00:00:00,2,0,1,1,28.7,33.335,79,6.0032
1275 | 2011-05-31 01:00:00,2,0,1,1,27.88,31.82,89,6.0032
1276 | 2011-05-31 02:00:00,2,0,1,2,27.06,29.545,94,8.9981
1277 | 2011-05-31 03:00:00,2,0,1,2,26.24,28.03,94,0
1278 | 2011-05-31 04:00:00,2,0,1,1,27.06,30.305,83,6.0032
1279 | 2011-05-31 05:00:00,2,0,1,1,27.06,30.305,83,6.0032
1280 | 2011-05-31 06:00:00,2,0,1,1,27.88,31.82,79,6.0032
1281 | 2011-05-31 07:00:00,2,0,1,1,30.34,34.85,66,7.0015
1282 | 2011-05-31 08:00:00,2,0,1,1,31.98,37.12,59,8.9981
1283 | 2011-05-31 09:00:00,2,0,1,1,32.8,37.88,55,8.9981
1284 | 2011-05-31 10:00:00,2,0,1,1,33.62,39.395,56,8.9981
1285 | 2011-05-31 11:00:00,2,0,1,1,35.26,40.15,47,0
1286 | 2011-05-31 12:00:00,2,0,1,1,35.26,40.15,47,8.9981
1287 | 2011-05-31 13:00:00,2,0,1,1,36.9,41.665,39,11.0014
1288 | 2011-05-31 14:00:00,2,0,1,1,36.9,40.91,37,0
1289 | 2011-05-31 15:00:00,2,0,1,1,36.9,40.91,37,11.0014
1290 | 2011-05-31 16:00:00,2,0,1,1,36.9,41.665,39,8.9981
1291 | 2011-05-31 17:00:00,2,0,1,1,34.44,40.15,53,15.0013
1292 | 2011-05-31 18:00:00,2,0,1,1,34.44,40.15,53,12.998
1293 | 2011-05-31 19:00:00,2,0,1,1,31.98,37.12,62,7.0015
1294 | 2011-05-31 20:00:00,2,0,1,1,31.98,37.12,62,7.0015
1295 | 2011-05-31 21:00:00,2,0,1,1,31.16,36.365,66,7.0015
1296 | 2011-05-31 22:00:00,2,0,1,1,30.34,34.85,70,11.0014
1297 | 2011-05-31 23:00:00,2,0,1,1,29.52,34.85,79,6.0032
1298 | 2011-06-20 00:00:00,2,0,1,1,27.06,30.305,83,11.0014
1299 | 2011-06-20 01:00:00,2,0,1,1,26.24,28.79,89,6.0032
1300 | 2011-06-20 02:00:00,2,0,1,1,26.24,28.79,89,6.0032
1301 | 2011-06-20 03:00:00,2,0,1,3,26.24,28.79,89,0
1302 | 2011-06-20 04:00:00,2,0,1,3,25.42,28.03,88,11.0014
1303 | 2011-06-20 05:00:00,2,0,1,3,25.42,28.79,83,8.9981
1304 | 2011-06-20 06:00:00,2,0,1,3,24.6,28.79,78,8.9981
1305 | 2011-06-20 07:00:00,2,0,1,3,22.96,26.515,88,12.998
1306 | 2011-06-20 08:00:00,2,0,1,3,22.96,26.515,83,12.998
1307 | 2011-06-20 09:00:00,2,0,1,2,24.6,28.79,78,16.9979
1308 | 2011-06-20 10:00:00,2,0,1,2,24.6,28.79,78,16.9979
1309 | 2011-06-20 11:00:00,2,0,1,2,24.6,28.79,78,7.0015
1310 | 2011-06-20 12:00:00,2,0,1,2,25.42,30.305,69,7.0015
1311 | 2011-06-20 13:00:00,2,0,1,1,26.24,30.305,65,7.0015
1312 | 2011-06-20 14:00:00,2,0,1,1,27.06,31.06,61,7.0015
1313 | 2011-06-20 15:00:00,2,0,1,1,27.06,31.06,61,8.9981
1314 | 2011-06-20 16:00:00,2,0,1,1,28.7,32.575,58,11.0014
1315 | 2011-06-20 17:00:00,2,0,1,1,28.7,32.575,54,0
1316 | 2011-06-20 18:00:00,2,0,1,1,28.7,32.575,61,16.9979
1317 | 2011-06-20 19:00:00,2,0,1,1,27.06,31.06,65,15.0013
1318 | 2011-06-20 20:00:00,2,0,1,1,27.06,31.06,69,15.0013
1319 | 2011-06-20 21:00:00,2,0,1,1,26.24,30.305,73,11.0014
1320 | 2011-06-20 22:00:00,2,0,1,2,26.24,30.305,73,15.0013
1321 | 2011-06-20 23:00:00,2,0,1,1,25.42,29.545,78,16.9979
1322 | 2011-06-21 00:00:00,3,0,1,1,25.42,29.545,78,11.0014
1323 | 2011-06-21 01:00:00,3,0,1,3,25.42,29.545,78,11.0014
1324 | 2011-06-21 02:00:00,3,0,1,3,25.42,28.79,83,11.0014
1325 | 2011-06-21 03:00:00,3,0,1,3,25.42,28.79,83,11.0014
1326 | 2011-06-21 04:00:00,3,0,1,2,24.6,27.275,88,7.0015
1327 | 2011-06-21 05:00:00,3,0,1,2,24.6,27.275,88,8.9981
1328 | 2011-06-21 06:00:00,3,0,1,2,24.6,27.275,88,8.9981
1329 | 2011-06-21 07:00:00,3,0,1,2,24.6,25.76,94,0
1330 | 2011-06-21 08:00:00,3,0,1,2,25.42,28.03,88,7.0015
1331 | 2011-06-21 09:00:00,3,0,1,2,25.42,28.03,88,16.9979
1332 | 2011-06-21 10:00:00,3,0,1,2,26.24,28.79,83,12.998
1333 | 2011-06-21 11:00:00,3,0,1,1,27.06,30.305,83,11.0014
1334 | 2011-06-21 12:00:00,3,0,1,1,28.7,33.335,74,11.0014
1335 | 2011-06-21 13:00:00,3,0,1,1,30.34,34.85,66,11.0014
1336 | 2011-06-21 14:00:00,3,0,1,1,31.16,35.605,62,15.0013
1337 | 2011-06-21 15:00:00,3,0,1,1,31.98,37.12,59,16.9979
1338 | 2011-06-21 16:00:00,3,0,1,1,32.8,38.635,59,15.0013
1339 | 2011-06-21 17:00:00,3,0,1,1,31.98,37.88,66,15.0013
1340 | 2011-06-21 18:00:00,3,0,1,2,31.16,36.365,70,16.9979
1341 | 2011-06-21 19:00:00,3,0,1,2,30.34,35.605,74,15.0013
1342 | 2011-06-21 20:00:00,3,0,1,3,30.34,34.85,70,15.0013
1343 | 2011-06-21 21:00:00,3,0,1,1,29.52,34.85,74,12.998
1344 | 2011-06-21 22:00:00,3,0,1,1,28.7,33.335,79,7.0015
1345 | 2011-06-21 23:00:00,3,0,1,1,28.7,33.335,74,7.0015
1346 | 2011-06-22 00:00:00,3,0,1,1,27.06,30.305,78,12.998
1347 | 2011-06-22 01:00:00,3,0,1,1,27.06,30.305,78,8.9981
1348 | 2011-06-22 02:00:00,3,0,1,1,27.06,30.305,78,0
1349 | 2011-06-22 03:00:00,3,0,1,1,27.06,30.305,78,8.9981
1350 | 2011-06-22 04:00:00,3,0,1,1,26.24,28.79,83,0
1351 | 2011-06-22 05:00:00,3,0,1,1,26.24,28.79,89,0
1352 | 2011-06-22 06:00:00,3,0,1,1,27.06,30.305,83,0
1353 | 2011-06-22 07:00:00,3,0,1,1,28.7,33.335,79,0
1354 | 2011-06-22 08:00:00,3,0,1,1,29.52,34.85,74,7.0015
1355 | 2011-06-22 09:00:00,3,0,1,1,29.52,34.85,79,11.0014
1356 | 2011-06-22 10:00:00,3,0,1,1,30.34,34.85,70,16.9979
1357 | 2011-06-22 11:00:00,3,0,1,1,30.34,34.85,70,11.0014
1358 | 2011-06-22 12:00:00,3,0,1,2,32.8,38.635,59,15.0013
1359 | 2011-06-22 13:00:00,3,0,1,2,33.62,39.395,56,16.9979
1360 | 2011-06-22 14:00:00,3,0,1,2,33.62,38.635,52,19.0012
1361 | 2011-06-22 15:00:00,3,0,1,2,33.62,39.395,56,19.0012
1362 | 2011-06-22 16:00:00,3,0,1,2,33.62,40.15,59,22.0028
1363 | 2011-06-22 17:00:00,3,0,1,2,32.8,37.88,55,26.0027
1364 | 2011-06-22 18:00:00,3,0,1,2,32.8,38.635,59,16.9979
1365 | 2011-06-22 19:00:00,3,0,1,2,32.8,37.12,52,16.9979
1366 | 2011-06-22 20:00:00,3,0,1,1,30.34,35.605,74,8.9981
1367 | 2011-06-22 21:00:00,3,0,1,1,30.34,35.605,79,11.0014
1368 | 2011-06-22 22:00:00,3,0,1,2,29.52,34.85,79,12.998
1369 | 2011-06-22 23:00:00,3,0,1,2,29.52,34.85,79,15.0013
1370 | 2011-06-23 00:00:00,3,0,1,1,29.52,34.85,79,15.0013
1371 | 2011-06-23 01:00:00,3,0,1,1,29.52,34.85,74,15.0013
1372 | 2011-06-23 02:00:00,3,0,1,1,29.52,34.85,74,15.0013
1373 | 2011-06-23 03:00:00,3,0,1,2,29.52,34.85,74,11.0014
1374 | 2011-06-23 04:00:00,3,0,1,2,28.7,33.335,79,8.9981
1375 | 2011-06-23 05:00:00,3,0,1,1,29.52,34.85,74,11.0014
1376 | 2011-06-23 06:00:00,3,0,1,1,29.52,34.85,74,11.0014
1377 | 2011-06-23 07:00:00,3,0,1,2,29.52,34.85,74,8.9981
1378 | 2011-06-23 08:00:00,3,0,1,2,30.34,34.85,70,12.998
1379 | 2011-06-23 09:00:00,3,0,1,2,30.34,34.85,70,8.9981
1380 | 2011-06-23 10:00:00,3,0,1,2,31.16,36.365,66,8.9981
1381 | 2011-06-23 11:00:00,3,0,1,3,31.16,36.365,66,16.9979
1382 | 2011-06-23 12:00:00,3,0,1,2,31.16,36.365,66,19.0012
1383 | 2011-06-23 13:00:00,3,0,1,2,31.16,35.605,62,19.0012
1384 | 2011-06-23 14:00:00,3,0,1,2,31.16,36.365,66,19.9995
1385 | 2011-06-23 15:00:00,3,0,1,2,31.16,34.85,52,23.9994
1386 | 2011-06-23 16:00:00,3,0,1,2,30.34,34.09,62,19.9995
1387 | 2011-06-23 17:00:00,3,0,1,2,29.52,34.09,70,23.9994
1388 | 2011-06-23 18:00:00,3,0,1,1,29.52,34.09,70,27.9993
1389 | 2011-06-23 19:00:00,3,0,1,1,29.52,34.09,70,23.9994
1390 | 2011-06-23 20:00:00,3,0,1,1,28.7,33.335,74,15.0013
1391 | 2011-06-23 21:00:00,3,0,1,1,28.7,33.335,74,12.998
1392 | 2011-06-23 22:00:00,3,0,1,2,28.7,33.335,74,15.0013
1393 | 2011-06-23 23:00:00,3,0,1,1,28.7,33.335,74,19.0012
1394 | 2011-06-24 00:00:00,3,0,1,1,27.88,31.82,79,12.998
1395 | 2011-06-24 01:00:00,3,0,1,1,27.06,30.305,83,22.0028
1396 | 2011-06-24 02:00:00,3,0,1,1,27.06,30.305,83,22.0028
1397 | 2011-06-24 03:00:00,3,0,1,1,27.06,30.305,83,11.0014
1398 | 2011-06-24 04:00:00,3,0,1,1,27.06,30.305,83,6.0032
1399 | 2011-06-24 05:00:00,3,0,1,1,26.24,28.79,89,6.0032
1400 | 2011-06-24 06:00:00,3,0,1,1,27.06,30.305,83,8.9981
1401 | 2011-06-24 07:00:00,3,0,1,2,27.06,30.305,83,15.0013
1402 | 2011-06-24 08:00:00,3,0,1,1,28.7,33.335,74,15.0013
1403 | 2011-06-24 09:00:00,3,0,1,1,30.34,34.09,62,8.9981
1404 | 2011-06-24 10:00:00,3,0,1,1,32.8,36.365,43,19.0012
1405 | 2011-06-24 11:00:00,3,0,1,1,32.8,35.605,38,22.0028
1406 | 2011-06-24 12:00:00,3,0,1,1,32.8,35.605,41,19.0012
1407 | 2011-06-24 13:00:00,3,0,1,1,32.8,35.605,36,15.0013
1408 | 2011-06-24 14:00:00,3,0,1,1,31.98,34.85,43,19.0012
1409 | 2011-06-24 15:00:00,3,0,1,1,33.62,36.365,34,26.0027
1410 | 2011-06-24 16:00:00,3,0,1,1,32.8,34.85,33,27.9993
1411 | 2011-06-24 17:00:00,3,0,1,1,31.16,33.335,37,16.9979
1412 | 2011-06-24 18:00:00,3,0,1,1,31.16,33.335,37,19.9995
1413 | 2011-06-24 19:00:00,3,0,1,1,30.34,32.575,40,15.0013
1414 | 2011-06-24 20:00:00,3,0,1,1,29.52,32.575,45,11.0014
1415 | 2011-06-24 21:00:00,3,0,1,1,28.7,32.575,48,8.9981
1416 | 2011-06-24 22:00:00,3,0,1,1,28.7,32.575,48,0
1417 | 2011-06-24 23:00:00,3,0,1,1,27.88,31.82,51,8.9981
1418 | 2011-06-25 00:00:00,3,0,0,1,27.88,31.82,47,11.0014
1419 | 2011-06-25 01:00:00,3,0,0,1,27.06,31.06,50,11.0014
1420 | 2011-06-25 02:00:00,3,0,0,2,27.06,31.06,50,12.998
1421 | 2011-06-25 03:00:00,3,0,0,1,26.24,31.06,57,12.998
1422 | 2011-06-25 04:00:00,3,0,0,1,26.24,31.06,57,12.998
1423 | 2011-06-25 05:00:00,3,0,0,1,25.42,30.305,61,8.9981
1424 | 2011-06-25 06:00:00,3,0,0,1,26.24,31.06,57,15.0013
1425 | 2011-06-25 07:00:00,3,0,0,1,26.24,31.06,57,19.0012
1426 | 2011-06-25 08:00:00,3,0,0,1,28.7,32.575,48,16.9979
1427 | 2011-06-25 09:00:00,3,0,0,1,29.52,32.575,45,16.9979
1428 | 2011-06-25 10:00:00,3,0,0,1,29.52,32.575,45,12.998
1429 | 2011-06-25 11:00:00,3,0,0,1,30.34,33.335,42,0
1430 | 2011-06-25 12:00:00,3,0,0,1,30.34,32.575,40,19.0012
1431 | 2011-06-25 13:00:00,3,0,0,1,30.34,32.575,40,19.0012
1432 | 2011-06-25 14:00:00,3,0,0,1,30.34,33.335,45,19.9995
1433 | 2011-06-25 15:00:00,3,0,0,1,30.34,33.335,45,0
1434 | 2011-06-25 16:00:00,3,0,0,1,31.16,34.09,43,19.9995
1435 | 2011-06-25 17:00:00,3,0,0,1,30.34,33.335,42,15.0013
1436 | 2011-06-25 18:00:00,3,0,0,1,29.52,32.575,45,16.9979
1437 | 2011-06-25 19:00:00,3,0,0,1,29.52,33.335,48,19.0012
1438 | 2011-06-25 20:00:00,3,0,0,1,28.7,32.575,48,12.998
1439 | 2011-06-25 21:00:00,3,0,0,1,27.88,31.82,51,11.0014
1440 | 2011-06-25 22:00:00,3,0,0,1,27.88,31.82,47,12.998
1441 | 2011-06-25 23:00:00,3,0,0,2,27.06,31.06,50,19.9995
1442 | 2011-06-26 00:00:00,3,0,0,1,26.24,31.06,53,0
1443 | 2011-06-26 01:00:00,3,0,0,1,26.24,31.06,53,7.0015
1444 | 2011-06-26 02:00:00,3,0,0,1,25.42,31.06,57,7.0015
1445 | 2011-06-26 03:00:00,3,0,0,1,24.6,30.305,64,7.0015
1446 | 2011-06-26 04:00:00,3,0,0,1,24.6,30.305,64,6.0032
1447 | 2011-06-26 05:00:00,3,0,0,1,24.6,30.305,64,0
1448 | 2011-06-26 06:00:00,3,0,0,1,24.6,30.305,64,0
1449 | 2011-06-26 07:00:00,3,0,0,1,25.42,30.305,61,0
1450 | 2011-06-26 08:00:00,3,0,0,1,26.24,31.06,61,12.998
1451 | 2011-06-26 09:00:00,3,0,0,1,27.06,31.06,54,6.0032
1452 | 2011-06-26 10:00:00,3,0,0,1,29.52,33.335,48,7.0015
1453 | 2011-06-26 11:00:00,3,0,0,1,29.52,32.575,45,8.9981
1454 | 2011-06-26 12:00:00,3,0,0,1,30.34,32.575,40,11.0014
1455 | 2011-06-26 13:00:00,3,0,0,1,30.34,32.575,40,0
1456 | 2011-06-26 14:00:00,3,0,0,1,30.34,32.575,40,8.9981
1457 | 2011-06-26 15:00:00,3,0,0,1,30.34,32.575,40,0
1458 | 2011-06-26 16:00:00,3,0,0,1,30.34,33.335,42,12.998
1459 | 2011-06-26 17:00:00,3,0,0,2,29.52,32.575,42,11.0014
1460 | 2011-06-26 18:00:00,3,0,0,2,29.52,32.575,45,16.9979
1461 | 2011-06-26 19:00:00,3,0,0,2,29.52,33.335,48,8.9981
1462 | 2011-06-26 20:00:00,3,0,0,2,28.7,32.575,48,7.0015
1463 | 2011-06-26 21:00:00,3,0,0,2,28.7,32.575,54,7.0015
1464 | 2011-06-26 22:00:00,3,0,0,1,28.7,32.575,51,0
1465 | 2011-06-26 23:00:00,3,0,0,1,28.7,32.575,54,6.0032
1466 | 2011-06-27 00:00:00,3,0,1,3,26.24,30.305,73,19.0012
1467 | 2011-06-27 01:00:00,3,0,1,2,25.42,29.545,78,8.9981
1468 | 2011-06-27 02:00:00,3,0,1,3,25.42,29.545,78,8.9981
1469 | 2011-06-27 03:00:00,3,0,1,3,25.42,29.545,78,8.9981
1470 | 2011-06-27 04:00:00,3,0,1,2,24.6,28.03,83,11.0014
1471 | 2011-06-27 05:00:00,3,0,1,2,25.42,28.79,83,11.0014
1472 | 2011-06-27 06:00:00,3,0,1,2,25.42,29.545,78,11.0014
1473 | 2011-06-27 07:00:00,3,0,1,2,26.24,30.305,73,15.0013
1474 | 2011-06-27 08:00:00,3,0,1,1,27.06,31.06,74,12.998
1475 | 2011-06-27 09:00:00,3,0,1,2,29.52,33.335,54,0
1476 | 2011-06-27 10:00:00,3,0,1,2,29.52,33.335,54,8.9981
1477 | 2011-06-27 11:00:00,3,0,1,2,28.7,32.575,58,0
1478 | 2011-06-27 12:00:00,3,0,1,2,29.52,33.335,54,0
1479 | 2011-06-27 13:00:00,3,0,1,2,29.52,33.335,58,15.0013
1480 | 2011-06-27 14:00:00,3,0,1,2,29.52,33.335,58,6.0032
1481 | 2011-06-27 15:00:00,3,0,1,2,30.34,34.09,55,0
1482 | 2011-06-27 16:00:00,3,0,1,1,30.34,34.09,55,7.0015
1483 | 2011-06-27 17:00:00,3,0,1,1,30.34,34.09,55,8.9981
1484 | 2011-06-27 18:00:00,3,0,1,1,30.34,33.335,51,0
1485 | 2011-06-27 19:00:00,3,0,1,1,29.52,34.09,62,12.998
1486 | 2011-06-27 20:00:00,3,0,1,1,28.7,32.575,65,7.0015
1487 | 2011-06-27 21:00:00,3,0,1,1,28.7,32.575,65,0
1488 | 2011-06-27 22:00:00,3,0,1,1,27.88,31.82,69,0
1489 | 2011-06-27 23:00:00,3,0,1,1,27.88,31.82,69,0
1490 | 2011-06-28 00:00:00,3,0,1,2,27.06,30.305,78,8.9981
1491 | 2011-06-28 01:00:00,3,0,1,1,27.06,31.06,74,0
1492 | 2011-06-28 02:00:00,3,0,1,2,27.06,31.06,74,0
1493 | 2011-06-28 03:00:00,3,0,1,2,27.06,31.06,74,0
1494 | 2011-06-28 04:00:00,3,0,1,1,27.06,31.06,74,0
1495 | 2011-06-28 05:00:00,3,0,1,1,27.06,30.305,78,0
1496 | 2011-06-28 06:00:00,3,0,1,1,27.06,30.305,83,11.0014
1497 | 2011-06-28 07:00:00,3,0,1,1,27.88,31.82,83,12.998
1498 | 2011-06-28 08:00:00,3,0,1,1,28.7,33.335,79,11.0014
1499 | 2011-06-28 09:00:00,3,0,1,1,30.34,34.85,70,0
1500 | 2011-06-28 10:00:00,3,0,1,1,32.8,37.12,49,11.0014
1501 | 2011-06-28 11:00:00,3,0,1,1,33.62,37.88,46,0
1502 | 2011-06-28 12:00:00,3,0,1,1,34.44,38.635,47,15.0013
1503 | 2011-06-28 13:00:00,3,0,1,1,34.44,37.88,44,0
1504 | 2011-06-28 14:00:00,3,0,1,1,35.26,39.395,44,15.0013
1505 | 2011-06-28 15:00:00,3,0,1,1,35.26,39.395,41,0
1506 | 2011-06-28 16:00:00,3,0,1,1,35.26,40.15,47,19.0012
1507 | 2011-06-28 17:00:00,3,0,1,3,33.62,39.395,56,19.0012
1508 | 2011-06-28 18:00:00,3,0,1,3,32.8,37.88,55,19.9995
1509 | 2011-06-28 19:00:00,3,0,1,2,30.34,34.09,58,31.0009
1510 | 2011-06-28 20:00:00,3,0,1,1,30.34,34.09,62,0
1511 | 2011-06-28 21:00:00,3,0,1,1,30.34,34.85,66,19.0012
1512 | 2011-06-28 22:00:00,3,0,1,1,28.7,32.575,70,19.9995
1513 | 2011-06-28 23:00:00,3,0,1,1,28.7,32.575,70,19.0012
1514 | 2011-06-29 00:00:00,3,0,1,2,27.88,31.82,79,19.0012
1515 | 2011-06-29 01:00:00,3,0,1,1,27.88,31.82,79,19.9995
1516 | 2011-06-29 02:00:00,3,0,1,1,27.06,30.305,83,15.0013
1517 | 2011-06-29 03:00:00,3,0,1,2,27.06,30.305,83,7.0015
1518 | 2011-06-29 04:00:00,3,0,1,1,27.06,30.305,83,7.0015
1519 | 2011-06-29 05:00:00,3,0,1,1,26.24,28.79,83,12.998
1520 | 2011-06-29 06:00:00,3,0,1,1,27.06,31.06,69,19.9995
1521 | 2011-06-29 07:00:00,3,0,1,1,28.7,32.575,54,15.0013
1522 | 2011-06-29 08:00:00,3,0,1,1,28.7,32.575,48,19.0012
1523 | 2011-06-29 09:00:00,3,0,1,1,29.52,32.575,45,26.0027
1524 | 2011-06-29 10:00:00,3,0,1,1,30.34,33.335,42,19.0012
1525 | 2011-06-29 11:00:00,3,0,1,1,31.16,33.335,35,15.0013
1526 | 2011-06-29 12:00:00,3,0,1,1,31.16,33.335,35,16.9979
1527 | 2011-06-29 13:00:00,3,0,1,1,32.8,34.85,31,22.0028
1528 | 2011-06-29 14:00:00,3,0,1,1,32.8,34.85,31,12.998
1529 | 2011-06-29 15:00:00,3,0,1,1,33.62,35.605,30,11.0014
1530 | 2011-06-29 16:00:00,3,0,1,1,33.62,35.605,30,27.9993
1531 | 2011-06-29 17:00:00,3,0,1,1,33.62,35.605,26,27.9993
1532 | 2011-06-29 18:00:00,3,0,1,1,32.8,34.85,29,19.9995
1533 | 2011-06-29 19:00:00,3,0,1,1,31.16,33.335,35,26.0027
1534 | 2011-06-29 20:00:00,3,0,1,1,30.34,32.575,37,19.9995
1535 | 2011-06-29 21:00:00,3,0,1,1,29.52,32.575,39,15.0013
1536 | 2011-06-29 22:00:00,3,0,1,1,28.7,31.82,42,12.998
1537 | 2011-06-29 23:00:00,3,0,1,1,27.88,31.82,47,12.998
1538 | 2011-06-30 00:00:00,3,0,1,1,27.06,31.06,50,11.0014
1539 | 2011-06-30 01:00:00,3,0,1,1,26.24,31.06,53,8.9981
1540 | 2011-06-30 02:00:00,3,0,1,1,25.42,31.06,57,8.9981
1541 | 2011-06-30 03:00:00,3,0,1,1,24.6,30.305,60,11.0014
1542 | 2011-06-30 04:00:00,3,0,1,1,23.78,27.275,64,8.9981
1543 | 2011-06-30 05:00:00,3,0,1,1,23.78,27.275,64,16.9979
1544 | 2011-06-30 06:00:00,3,0,1,1,24.6,30.305,64,16.9979
1545 | 2011-06-30 07:00:00,3,0,1,1,25.42,30.305,61,15.0013
1546 | 2011-06-30 08:00:00,3,0,1,1,27.88,31.82,47,15.0013
1547 | 2011-06-30 09:00:00,3,0,1,1,28.7,31.82,42,15.0013
1548 | 2011-06-30 10:00:00,3,0,1,1,29.52,32.575,42,12.998
1549 | 2011-06-30 11:00:00,3,0,1,1,30.34,32.575,37,8.9981
1550 | 2011-06-30 12:00:00,3,0,1,1,31.16,33.335,35,11.0014
1551 | 2011-06-30 13:00:00,3,0,1,1,31.16,33.335,33,12.998
1552 | 2011-06-30 14:00:00,3,0,1,1,31.98,34.09,31,12.998
1553 | 2011-06-30 15:00:00,3,0,1,1,31.98,33.335,25,16.9979
1554 | 2011-06-30 16:00:00,3,0,1,1,32.8,34.85,26,8.9981
1555 | 2011-06-30 17:00:00,3,0,1,1,31.98,34.09,27,23.9994
1556 | 2011-06-30 18:00:00,3,0,1,1,31.16,33.335,29,16.9979
1557 | 2011-06-30 19:00:00,3,0,1,1,30.34,32.575,33,12.998
1558 | 2011-06-30 20:00:00,3,0,1,1,30.34,32.575,33,12.998
1559 | 2011-06-30 21:00:00,3,0,1,1,29.52,32.575,37,7.0015
1560 | 2011-06-30 22:00:00,3,0,1,1,28.7,31.82,42,11.0014
1561 | 2011-06-30 23:00:00,3,0,1,1,27.06,31.06,50,0
1562 | 2011-07-20 00:00:00,3,0,1,1,28.7,33.335,84,7.0015
1563 | 2011-07-20 01:00:00,3,0,1,1,28.7,33.335,84,0
1564 | 2011-07-20 02:00:00,3,0,1,1,28.7,33.335,84,0
1565 | 2011-07-20 03:00:00,3,0,1,1,28.7,33.335,84,7.0015
1566 | 2011-07-20 04:00:00,3,0,1,1,27.88,31.82,83,0
1567 | 2011-07-20 05:00:00,3,0,1,1,27.88,31.82,83,7.0015
1568 | 2011-07-20 06:00:00,3,0,1,2,27.88,31.82,89,7.0015
1569 | 2011-07-20 07:00:00,3,0,1,2,28.7,33.335,84,7.0015
1570 | 2011-07-20 08:00:00,3,0,1,1,30.34,35.605,74,0
1571 | 2011-07-20 09:00:00,3,0,1,1,30.34,34.85,70,6.0032
1572 | 2011-07-20 10:00:00,3,0,1,1,31.16,36.365,70,0
1573 | 2011-07-20 11:00:00,3,0,1,1,32.8,39.395,63,6.0032
1574 | 2011-07-20 12:00:00,3,0,1,1,33.62,40.15,59,0
1575 | 2011-07-20 13:00:00,3,0,1,1,34.44,40.91,56,12.998
1576 | 2011-07-20 14:00:00,3,0,1,1,35.26,41.665,53,15.0013
1577 | 2011-07-20 15:00:00,3,0,1,1,35.26,40.91,50,11.0014
1578 | 2011-07-20 16:00:00,3,0,1,1,34.44,40.91,56,0
1579 | 2011-07-20 17:00:00,3,0,1,1,34.44,41.665,59,12.998
1580 | 2011-07-20 18:00:00,3,0,1,1,34.44,41.665,59,15.0013
1581 | 2011-07-20 19:00:00,3,0,1,1,33.62,42.425,67,11.0014
1582 | 2011-07-20 20:00:00,3,0,1,1,32.8,41.665,75,15.0013
1583 | 2011-07-20 21:00:00,3,0,1,1,32.8,40.15,66,11.0014
1584 | 2011-07-20 22:00:00,3,0,1,1,31.98,38.635,70,15.0013
1585 | 2011-07-20 23:00:00,3,0,1,1,31.16,37.12,75,16.9979
1586 | 2011-07-21 00:00:00,3,0,1,2,31.16,37.12,75,12.998
1587 | 2011-07-21 01:00:00,3,0,1,2,30.34,36.365,84,15.0013
1588 | 2011-07-21 02:00:00,3,0,1,2,30.34,36.365,84,15.0013
1589 | 2011-07-21 03:00:00,3,0,1,2,30.34,35.605,79,8.9981
1590 | 2011-07-21 04:00:00,3,0,1,2,29.52,35.605,84,7.0015
1591 | 2011-07-21 05:00:00,3,0,1,2,29.52,35.605,84,7.0015
1592 | 2011-07-21 06:00:00,3,0,1,2,29.52,35.605,84,7.0015
1593 | 2011-07-21 07:00:00,3,0,1,2,30.34,36.365,84,8.9981
1594 | 2011-07-21 08:00:00,3,0,1,2,31.16,37.88,79,11.0014
1595 | 2011-07-21 09:00:00,3,0,1,2,32.8,40.91,75,16.9979
1596 | 2011-07-21 10:00:00,3,0,1,2,33.62,43.18,71,15.0013
1597 | 2011-07-21 11:00:00,3,0,1,2,35.26,44.695,63,19.9995
1598 | 2011-07-21 12:00:00,3,0,1,1,36.08,44.695,56,22.0028
1599 | 2011-07-21 13:00:00,3,0,1,1,36.08,44.695,56,19.9995
1600 | 2011-07-21 14:00:00,3,0,1,1,36.9,44.695,50,23.9994
1601 | 2011-07-21 15:00:00,3,0,1,1,36.9,46.21,53,16.9979
1602 | 2011-07-21 16:00:00,3,0,1,1,37.72,46.21,48,19.0012
1603 | 2011-07-21 17:00:00,3,0,1,1,37.72,45.455,45,19.9995
1604 | 2011-07-21 18:00:00,3,0,1,1,36.9,44.695,50,19.0012
1605 | 2011-07-21 19:00:00,3,0,1,1,35.26,46.21,67,19.0012
1606 | 2011-07-21 20:00:00,3,0,1,1,34.44,44.695,71,15.0013
1607 | 2011-07-21 21:00:00,3,0,1,1,33.62,44.695,75,15.0013
1608 | 2011-07-21 22:00:00,3,0,1,1,33.62,43.18,71,11.0014
1609 | 2011-07-21 23:00:00,3,0,1,1,32.8,40.91,71,11.0014
1610 | 2011-07-22 00:00:00,3,0,1,1,33.62,41.665,63,8.9981
1611 | 2011-07-22 01:00:00,3,0,1,1,32.8,39.395,63,0
1612 | 2011-07-22 02:00:00,3,0,1,1,31.98,40.15,79,8.9981
1613 | 2011-07-22 03:00:00,3,0,1,1,31.98,39.395,75,7.0015
1614 | 2011-07-22 04:00:00,3,0,1,1,31.16,37.12,75,7.0015
1615 | 2011-07-22 05:00:00,3,0,1,1,30.34,35.605,79,7.0015
1616 | 2011-07-22 06:00:00,3,0,1,1,31.16,37.12,75,6.0032
1617 | 2011-07-22 07:00:00,3,0,1,2,32.8,40.15,66,7.0015
1618 | 2011-07-22 08:00:00,3,0,1,2,34.44,42.425,63,11.0014
1619 | 2011-07-22 09:00:00,3,0,1,1,35.26,44.695,63,6.0032
1620 | 2011-07-22 10:00:00,3,0,1,1,36.9,46.21,53,6.0032
1621 | 2011-07-22 11:00:00,3,0,1,1,36.9,44.695,50,7.0015
1622 | 2011-07-22 12:00:00,3,0,1,1,38.54,47.725,48,11.0014
1623 | 2011-07-22 13:00:00,3,0,1,1,38.54,49.24,51,11.0014
1624 | 2011-07-22 14:00:00,3,0,1,1,39.36,50,48,19.9995
1625 | 2011-07-22 15:00:00,3,0,1,1,38.54,49.24,51,19.9995
1626 | 2011-07-22 16:00:00,3,0,1,3,36.9,41.665,39,19.9995
1627 | 2011-07-22 17:00:00,3,0,1,1,36.08,42.425,47,7.0015
1628 | 2011-07-22 18:00:00,3,0,1,1,36.9,40.91,37,11.0014
1629 | 2011-07-22 19:00:00,3,0,1,2,35.26,39.395,41,7.0015
1630 | 2011-07-22 20:00:00,3,0,1,1,34.44,40.91,56,0
1631 | 2011-07-22 21:00:00,3,0,1,1,33.62,40.15,59,6.0032
1632 | 2011-07-22 22:00:00,3,0,1,2,34.44,39.395,49,6.0032
1633 | 2011-07-22 23:00:00,3,0,1,1,32.8,39.395,63,12.998
1634 | 2011-07-23 00:00:00,3,0,0,1,33.62,39.395,56,0
1635 | 2011-07-23 01:00:00,3,0,0,1,33.62,38.635,52,7.0015
1636 | 2011-07-23 02:00:00,3,0,0,1,33.62,38.635,52,0
1637 | 2011-07-23 03:00:00,3,0,0,1,31.98,37.88,66,6.0032
1638 | 2011-07-23 04:00:00,3,0,0,1,31.16,36.365,66,7.0015
1639 | 2011-07-23 05:00:00,3,0,0,1,31.16,35.605,62,8.9981
1640 | 2011-07-23 06:00:00,3,0,0,1,32.8,37.12,52,8.9981
1641 | 2011-07-23 07:00:00,3,0,0,1,32.8,37.12,52,7.0015
1642 | 2011-07-23 08:00:00,3,0,0,1,34.44,39.395,49,16.9979
1643 | 2011-07-23 09:00:00,3,0,0,1,34.44,39.395,49,11.0014
1644 | 2011-07-23 10:00:00,3,0,0,1,35.26,39.395,41,15.0013
1645 | 2011-07-23 11:00:00,3,0,0,1,36.9,40.91,37,12.998
1646 | 2011-07-23 12:00:00,3,0,0,1,37.72,43.18,37,7.0015
1647 | 2011-07-23 13:00:00,3,0,0,1,38.54,43.94,38,11.0014
1648 | 2011-07-23 14:00:00,3,0,0,1,37.72,44.695,42,0
1649 | 2011-07-23 15:00:00,3,0,0,1,38.54,43.94,38,0
1650 | 2011-07-23 16:00:00,3,0,0,1,38.54,43.94,38,8.9981
1651 | 2011-07-23 17:00:00,3,0,0,1,38.54,43.94,38,8.9981
1652 | 2011-07-23 18:00:00,3,0,0,1,37.72,43.94,40,15.0013
1653 | 2011-07-23 19:00:00,3,0,0,2,33.62,40.15,59,8.9981
1654 | 2011-07-23 20:00:00,3,0,0,1,33.62,40.15,59,15.0013
1655 | 2011-07-23 21:00:00,3,0,0,1,33.62,40.15,59,15.0013
1656 | 2011-07-23 22:00:00,3,0,0,1,32.8,38.635,59,12.998
1657 | 2011-07-23 23:00:00,3,0,0,1,32.8,38.635,59,7.0015
1658 | 2011-07-24 00:00:00,3,0,0,1,32.8,38.635,59,7.0015
1659 | 2011-07-24 01:00:00,3,0,0,1,31.98,37.88,66,7.0015
1660 | 2011-07-24 02:00:00,3,0,0,1,32.8,39.395,63,6.0032
1661 | 2011-07-24 03:00:00,3,0,0,1,32.8,39.395,63,6.0032
1662 | 2011-07-24 04:00:00,3,0,0,1,31.98,37.88,66,7.0015
1663 | 2011-07-24 05:00:00,3,0,0,1,31.98,37.88,66,6.0032
1664 | 2011-07-24 06:00:00,3,0,0,2,32.8,39.395,63,6.0032
1665 | 2011-07-24 07:00:00,3,0,0,1,32.8,38.635,59,8.9981
1666 | 2011-07-24 08:00:00,3,0,0,1,33.62,39.395,56,19.0012
1667 | 2011-07-24 09:00:00,3,0,0,1,33.62,39.395,56,26.0027
1668 | 2011-07-24 10:00:00,3,0,0,1,35.26,40.91,50,22.0028
1669 | 2011-07-24 11:00:00,3,0,0,1,34.44,40.15,53,16.9979
1670 | 2011-07-24 12:00:00,3,0,0,1,36.9,43.18,45,11.0014
1671 | 2011-07-24 13:00:00,3,0,0,1,35.26,40.15,47,15.0013
1672 | 2011-07-24 14:00:00,3,0,0,1,35.26,40.91,50,19.0012
1673 | 2011-07-24 15:00:00,3,0,0,1,36.9,42.425,42,16.9979
1674 | 2011-07-24 16:00:00,3,0,0,1,36.9,42.425,42,16.9979
1675 | 2011-07-24 17:00:00,3,0,0,1,36.9,41.665,39,7.0015
1676 | 2011-07-24 18:00:00,3,0,0,1,36.08,40.91,42,11.0014
1677 | 2011-07-24 19:00:00,3,0,0,1,35.26,40.15,47,11.0014
1678 | 2011-07-24 20:00:00,3,0,0,1,34.44,39.395,49,11.0014
1679 | 2011-07-24 21:00:00,3,0,0,1,32.8,39.395,63,8.9981
1680 | 2011-07-24 22:00:00,3,0,0,1,31.98,37.88,66,0
1681 | 2011-07-24 23:00:00,3,0,0,2,31.16,36.365,70,6.0032
1682 | 2011-07-25 00:00:00,3,0,1,2,31.16,36.365,70,0
1683 | 2011-07-25 01:00:00,3,0,1,2,31.16,37.12,75,6.0032
1684 | 2011-07-25 02:00:00,3,0,1,2,30.34,35.605,79,6.0032
1685 | 2011-07-25 03:00:00,3,0,1,1,30.34,35.605,79,0
1686 | 2011-07-25 04:00:00,3,0,1,1,29.52,35.605,84,6.0032
1687 | 2011-07-25 05:00:00,3,0,1,1,29.52,35.605,84,6.0032
1688 | 2011-07-25 06:00:00,3,0,1,2,29.52,35.605,84,6.0032
1689 | 2011-07-25 07:00:00,3,0,1,2,30.34,35.605,79,0
1690 | 2011-07-25 08:00:00,3,0,1,2,31.16,37.12,75,0
1691 | 2011-07-25 09:00:00,3,0,1,1,32.8,40.15,66,0
1692 | 2011-07-25 10:00:00,3,0,1,1,33.62,40.15,59,0
1693 | 2011-07-25 11:00:00,3,0,1,2,34.44,41.665,59,12.998
1694 | 2011-07-25 12:00:00,3,0,1,2,34.44,41.665,59,12.998
1695 | 2011-07-25 13:00:00,3,0,1,2,30.34,35.605,74,8.9981
1696 | 2011-07-25 14:00:00,3,0,1,2,29.52,34.85,79,12.998
1697 | 2011-07-25 15:00:00,3,0,1,1,28.7,33.335,84,26.0027
1698 | 2011-07-25 16:00:00,3,0,1,1,28.7,33.335,84,15.0013
1699 | 2011-07-25 17:00:00,3,0,1,1,29.52,34.85,74,0
1700 | 2011-07-25 18:00:00,3,0,1,1,30.34,35.605,74,6.0032
1701 | 2011-07-25 19:00:00,3,0,1,1,30.34,34.85,70,6.0032
1702 | 2011-07-25 20:00:00,3,0,1,1,29.52,34.85,74,8.9981
1703 | 2011-07-25 21:00:00,3,0,1,1,28.7,33.335,84,0
1704 | 2011-07-25 22:00:00,3,0,1,1,28.7,33.335,84,0
1705 | 2011-07-25 23:00:00,3,0,1,1,28.7,33.335,84,6.0032
1706 | 2011-07-26 00:00:00,3,0,1,1,28.7,33.335,79,7.0015
1707 | 2011-07-26 01:00:00,3,0,1,1,28.7,33.335,79,7.0015
1708 | 2011-07-26 02:00:00,3,0,1,1,27.88,31.82,89,7.0015
1709 | 2011-07-26 03:00:00,3,0,1,1,27.88,31.82,89,8.9981
1710 | 2011-07-26 04:00:00,3,0,1,1,27.88,31.82,88,11.0014
1711 | 2011-07-26 05:00:00,3,0,1,1,27.06,29.545,89,6.0032
1712 | 2011-07-26 06:00:00,3,0,1,1,27.88,31.82,83,15.0013
1713 | 2011-07-26 07:00:00,3,0,1,1,29.52,34.09,66,19.0012
1714 | 2011-07-26 08:00:00,3,0,1,1,30.34,34.09,55,12.998
1715 | 2011-07-26 09:00:00,3,0,1,1,31.16,34.09,40,15.0013
1716 | 2011-07-26 10:00:00,3,0,1,1,32.8,34.85,31,15.0013
1717 | 2011-07-26 11:00:00,3,0,1,1,33.62,35.605,30,0
1718 | 2011-07-26 12:00:00,3,0,1,1,34.44,36.365,28,0
1719 | 2011-07-26 13:00:00,3,0,1,1,34.44,36.365,32,19.9995
1720 | 2011-07-26 14:00:00,3,0,1,1,35.26,37.12,30,19.0012
1721 | 2011-07-26 15:00:00,3,0,1,1,36.08,37.88,28,22.0028
1722 | 2011-07-26 16:00:00,3,0,1,1,35.26,37.88,36,19.0012
1723 | 2011-07-26 17:00:00,3,0,1,1,35.26,37.88,36,23.9994
1724 | 2011-07-26 18:00:00,3,0,1,1,34.44,37.12,39,26.0027
1725 | 2011-07-26 19:00:00,3,0,1,1,33.62,37.12,43,19.9995
1726 | 2011-07-26 20:00:00,3,0,1,1,32.8,36.365,46,16.9979
1727 | 2011-07-26 21:00:00,3,0,1,1,31.98,35.605,49,15.0013
1728 | 2011-07-26 22:00:00,3,0,1,1,31.16,34.85,55,8.9981
1729 | 2011-07-26 23:00:00,3,0,1,1,31.16,35.605,58,7.0015
1730 | 2011-07-27 00:00:00,3,0,1,2,31.98,35.605,52,11.0014
1731 | 2011-07-27 01:00:00,3,0,1,1,31.98,35.605,49,12.998
1732 | 2011-07-27 02:00:00,3,0,1,1,31.16,34.85,52,19.9995
1733 | 2011-07-27 03:00:00,3,0,1,1,29.52,33.335,58,11.0014
1734 | 2011-07-27 04:00:00,3,0,1,1,29.52,33.335,51,12.998
1735 | 2011-07-27 05:00:00,3,0,1,1,28.7,32.575,54,19.0012
1736 | 2011-07-27 06:00:00,3,0,1,1,28.7,32.575,54,15.0013
1737 | 2011-07-27 07:00:00,3,0,1,1,29.52,33.335,48,16.9979
1738 | 2011-07-27 08:00:00,3,0,1,1,30.34,33.335,42,16.9979
1739 | 2011-07-27 09:00:00,3,0,1,1,31.16,33.335,35,16.9979
1740 | 2011-07-27 10:00:00,3,0,1,1,31.98,34.09,33,0
1741 | 2011-07-27 11:00:00,3,0,1,1,32.8,34.85,31,0
1742 | 2011-07-27 12:00:00,3,0,1,1,33.62,35.605,30,19.0012
1743 | 2011-07-27 13:00:00,3,0,1,1,34.44,36.365,30,23.9994
1744 | 2011-07-27 14:00:00,3,0,1,1,34.44,36.365,28,15.0013
1745 | 2011-07-27 15:00:00,3,0,1,1,35.26,37.12,26,16.9979
1746 | 2011-07-27 16:00:00,3,0,1,1,35.26,36.365,25,11.0014
1747 | 2011-07-27 17:00:00,3,0,1,1,34.44,35.605,26,15.0013
1748 | 2011-07-27 18:00:00,3,0,1,1,33.62,35.605,28,7.0015
1749 | 2011-07-27 19:00:00,3,0,1,1,32.8,34.85,29,6.0032
1750 | 2011-07-27 20:00:00,3,0,1,1,31.16,34.09,45,15.0013
1751 | 2011-07-27 21:00:00,3,0,1,1,30.34,33.335,48,7.0015
1752 | 2011-07-27 22:00:00,3,0,1,1,29.52,33.335,48,0
1753 | 2011-07-27 23:00:00,3,0,1,1,30.34,33.335,45,6.0032
1754 | 2011-07-28 00:00:00,3,0,1,1,28.7,32.575,51,8.9981
1755 | 2011-07-28 01:00:00,3,0,1,1,29.52,33.335,51,0
1756 | 2011-07-28 02:00:00,3,0,1,1,29.52,33.335,54,7.0015
1757 | 2011-07-28 03:00:00,3,0,1,1,29.52,33.335,54,0
1758 | 2011-07-28 04:00:00,3,0,1,1,28.7,32.575,61,7.0015
1759 | 2011-07-28 05:00:00,3,0,1,1,28.7,32.575,65,7.0015
1760 | 2011-07-28 06:00:00,3,0,1,1,28.7,32.575,70,6.0032
1761 | 2011-07-28 07:00:00,3,0,1,1,29.52,34.09,70,11.0014
1762 | 2011-07-28 08:00:00,3,0,1,1,30.34,34.85,66,11.0014
1763 | 2011-07-28 09:00:00,3,0,1,1,31.98,37.12,59,12.998
1764 | 2011-07-28 10:00:00,3,0,1,1,32.8,37.88,55,19.0012
1765 | 2011-07-28 11:00:00,3,0,1,1,34.44,40.91,56,19.0012
1766 | 2011-07-28 12:00:00,3,0,1,1,34.44,40.15,53,16.9979
1767 | 2011-07-28 13:00:00,3,0,1,1,35.26,40.15,47,16.9979
1768 | 2011-07-28 14:00:00,3,0,1,2,34.44,39.395,49,16.9979
1769 | 2011-07-28 15:00:00,3,0,1,1,35.26,40.91,50,12.998
1770 | 2011-07-28 16:00:00,3,0,1,1,35.26,40.15,47,11.0014
1771 | 2011-07-28 17:00:00,3,0,1,1,34.44,40.15,53,12.998
1772 | 2011-07-28 18:00:00,3,0,1,1,34.44,40.91,56,15.0013
1773 | 2011-07-28 19:00:00,3,0,1,1,33.62,40.15,59,12.998
1774 | 2011-07-28 20:00:00,3,0,1,1,32.8,39.395,63,12.998
1775 | 2011-07-28 21:00:00,3,0,1,1,31.98,37.88,66,19.0012
1776 | 2011-07-28 22:00:00,3,0,1,1,31.16,36.365,70,16.9979
1777 | 2011-07-28 23:00:00,3,0,1,1,31.16,37.12,75,12.998
1778 | 2011-07-29 00:00:00,3,0,1,1,30.34,35.605,79,11.0014
1779 | 2011-07-29 01:00:00,3,0,1,1,30.34,35.605,79,8.9981
1780 | 2011-07-29 02:00:00,3,0,1,1,30.34,35.605,79,0
1781 | 2011-07-29 03:00:00,3,0,1,1,30.34,35.605,79,0
1782 | 2011-07-29 04:00:00,3,0,1,1,29.52,35.605,84,8.9981
1783 | 2011-07-29 05:00:00,3,0,1,1,29.52,35.605,84,0
1784 | 2011-07-29 06:00:00,3,0,1,2,29.52,35.605,84,0
1785 | 2011-07-29 07:00:00,3,0,1,2,30.34,35.605,79,6.0032
1786 | 2011-07-29 08:00:00,3,0,1,2,31.16,38.635,77,0
1787 | 2011-07-29 09:00:00,3,0,1,1,35.26,40.15,47,16.9979
1788 | 2011-07-29 10:00:00,3,0,1,1,36.9,42.425,42,19.0012
1789 | 2011-07-29 11:00:00,3,0,1,1,37.72,43.94,40,19.9995
1790 | 2011-07-29 12:00:00,3,0,1,1,39.36,43.18,31,19.0012
1791 | 2011-07-29 13:00:00,3,0,1,1,38.54,41.665,31,0
1792 | 2011-07-29 14:00:00,3,0,1,1,39.36,43.18,30,15.0013
1793 | 2011-07-29 15:00:00,3,0,1,1,39.36,43.18,30,16.9979
1794 | 2011-07-29 16:00:00,3,0,1,1,39.36,43.18,30,26.0027
1795 | 2011-07-29 17:00:00,3,0,1,1,39.36,43.18,30,19.9995
1796 | 2011-07-29 18:00:00,3,0,1,1,37.72,43.18,37,22.0028
1797 | 2011-07-29 19:00:00,3,0,1,1,36.9,42.425,42,15.0013
1798 | 2011-07-29 20:00:00,3,0,1,1,35.26,39.395,41,22.0028
1799 | 2011-07-29 21:00:00,3,0,1,1,33.62,37.88,46,11.0014
1800 | 2011-07-29 22:00:00,3,0,1,1,32.8,37.12,49,15.0013
1801 | 2011-07-29 23:00:00,3,0,1,1,31.98,35.605,52,7.0015
1802 | 2011-07-30 00:00:00,3,0,0,1,31.16,34.85,55,12.998
1803 | 2011-07-30 01:00:00,3,0,0,1,31.16,34.85,55,6.0032
1804 | 2011-07-30 02:00:00,3,0,0,1,31.16,34.85,55,7.0015
1805 | 2011-07-30 03:00:00,3,0,0,1,30.34,34.09,62,11.0014
1806 | 2011-07-30 04:00:00,3,0,0,1,29.52,34.09,66,11.0014
1807 | 2011-07-30 05:00:00,3,0,0,1,29.52,34.09,70,19.0012
1808 | 2011-07-30 06:00:00,3,0,0,1,29.52,34.09,70,19.9995
1809 | 2011-07-30 07:00:00,3,0,0,1,31.16,36.365,66,12.998
1810 | 2011-07-30 08:00:00,3,0,0,1,31.98,37.12,59,15.0013
1811 | 2011-07-30 09:00:00,3,0,0,1,33.62,37.88,46,19.9995
1812 | 2011-07-30 10:00:00,3,0,0,1,33.62,37.12,41,19.9995
1813 | 2011-07-30 11:00:00,3,0,0,1,34.44,37.12,36,12.998
1814 | 2011-07-30 12:00:00,3,0,0,1,34.44,36.365,32,11.0014
1815 | 2011-07-30 13:00:00,3,0,0,1,36.08,37.88,29,0
1816 | 2011-07-30 14:00:00,3,0,0,1,36.9,39.395,29,0
1817 | 2011-07-30 15:00:00,3,0,0,1,36.9,40.15,31,8.9981
1818 | 2011-07-30 16:00:00,3,0,0,1,36.9,39.395,27,15.0013
1819 | 2011-07-30 17:00:00,3,0,0,1,36.9,39.395,29,7.0015
1820 | 2011-07-30 18:00:00,3,0,0,1,36.08,37.88,28,12.998
1821 | 2011-07-30 19:00:00,3,0,0,1,30.34,32.575,33,15.0013
1822 | 2011-07-30 20:00:00,3,0,0,1,33.62,37.12,43,8.9981
1823 | 2011-07-30 21:00:00,3,0,0,1,32.8,37.12,49,11.0014
1824 | 2011-07-30 22:00:00,3,0,0,1,31.98,35.605,52,7.0015
1825 | 2011-07-30 23:00:00,3,0,0,1,31.16,34.85,55,6.0032
1826 | 2011-07-31 00:00:00,3,0,0,1,31.16,34.85,55,6.0032
1827 | 2011-07-31 01:00:00,3,0,0,1,30.34,34.09,62,6.0032
1828 | 2011-07-31 02:00:00,3,0,0,1,30.34,34.85,66,6.0032
1829 | 2011-07-31 03:00:00,3,0,0,1,30.34,34.85,66,0
1830 | 2011-07-31 04:00:00,3,0,0,1,29.52,34.09,70,0
1831 | 2011-07-31 05:00:00,3,0,0,1,29.52,34.09,69,0
1832 | 2011-07-31 06:00:00,3,0,0,1,30.34,34.85,70,0
1833 | 2011-07-31 07:00:00,3,0,0,1,30.34,34.09,58,8.9981
1834 | 2011-07-31 08:00:00,3,0,0,1,31.16,34.85,55,15.0013
1835 | 2011-07-31 09:00:00,3,0,0,1,32.8,37.12,49,0
1836 | 2011-07-31 10:00:00,3,0,0,1,34.44,37.12,36,11.0014
1837 | 2011-07-31 11:00:00,3,0,0,1,35.26,37.12,28,11.0014
1838 | 2011-07-31 12:00:00,3,0,0,1,36.9,38.635,25,12.998
1839 | 2011-07-31 13:00:00,3,0,0,1,36.9,38.635,24,8.9981
1840 | 2011-07-31 14:00:00,3,0,0,1,36.9,38.635,24,11.0014
1841 | 2011-07-31 15:00:00,3,0,0,1,37.72,38.635,18,19.9995
1842 | 2011-07-31 16:00:00,3,0,0,1,37.72,38.635,17,19.0012
1843 | 2011-07-31 17:00:00,3,0,0,1,37.72,38.635,16,11.0014
1844 | 2011-07-31 18:00:00,3,0,0,1,35.26,39.395,41,19.0012
1845 | 2011-07-31 19:00:00,3,0,0,1,32.8,37.88,55,22.0028
1846 | 2011-07-31 20:00:00,3,0,0,1,32.8,37.88,55,22.0028
1847 | 2011-07-31 21:00:00,3,0,0,1,31.98,37.12,59,19.9995
1848 | 2011-07-31 22:00:00,3,0,0,1,30.34,34.85,70,19.9995
1849 | 2011-07-31 23:00:00,3,0,0,1,30.34,34.85,66,15.0013
1850 | 2011-08-20 00:00:00,3,0,0,1,24.6,27.275,88,0
1851 | 2011-08-20 01:00:00,3,0,0,1,25.42,28.79,83,0
1852 | 2011-08-20 02:00:00,3,0,0,1,25.42,29.545,78,0
1853 | 2011-08-20 03:00:00,3,0,0,1,25.42,29.545,78,0
1854 | 2011-08-20 04:00:00,3,0,0,2,24.6,27.275,88,0
1855 | 2011-08-20 05:00:00,3,0,0,1,24.6,28.03,83,0
1856 | 2011-08-20 06:00:00,3,0,0,2,24.6,28.03,83,8.9981
1857 | 2011-08-20 07:00:00,3,0,0,1,25.42,28.79,83,0
1858 | 2011-08-20 08:00:00,3,0,0,1,27.06,31.06,69,0
1859 | 2011-08-20 09:00:00,3,0,0,1,28.7,32.575,65,0
1860 | 2011-08-20 10:00:00,3,0,0,1,29.52,34.09,62,7.0015
1861 | 2011-08-20 11:00:00,3,0,0,1,29.52,33.335,58,0
1862 | 2011-08-20 12:00:00,3,0,0,1,30.34,34.09,58,8.9981
1863 | 2011-08-20 13:00:00,3,0,0,1,31.16,34.85,55,8.9981
1864 | 2011-08-20 14:00:00,3,0,0,1,32.8,37.12,49,12.998
1865 | 2011-08-20 15:00:00,3,0,0,1,32.8,36.365,43,12.998
1866 | 2011-08-20 16:00:00,3,0,0,1,32.8,36.365,46,12.998
1867 | 2011-08-20 17:00:00,3,0,0,1,32.8,37.12,49,12.998
1868 | 2011-08-20 18:00:00,3,0,0,1,31.16,35.605,58,16.9979
1869 | 2011-08-20 19:00:00,3,0,0,1,30.34,34.09,62,12.998
1870 | 2011-08-20 20:00:00,3,0,0,1,30.34,34.09,62,15.0013
1871 | 2011-08-20 21:00:00,3,0,0,1,29.52,34.09,70,15.0013
1872 | 2011-08-20 22:00:00,3,0,0,2,28.7,33.335,74,12.998
1873 | 2011-08-20 23:00:00,3,0,0,1,28.7,33.335,74,8.9981
1874 | 2011-08-21 00:00:00,3,0,0,1,28.7,33.335,74,12.998
1875 | 2011-08-21 01:00:00,3,0,0,1,27.88,31.82,79,15.0013
1876 | 2011-08-21 02:00:00,3,0,0,1,27.88,31.82,79,12.998
1877 | 2011-08-21 03:00:00,3,0,0,1,27.06,30.305,83,15.0013
1878 | 2011-08-21 04:00:00,3,0,0,1,27.88,31.82,83,15.0013
1879 | 2011-08-21 05:00:00,3,0,0,1,27.06,29.545,89,19.9995
1880 | 2011-08-21 06:00:00,3,0,0,1,27.06,29.545,89,19.0012
1881 | 2011-08-21 07:00:00,3,0,0,1,27.88,31.82,83,19.9995
1882 | 2011-08-21 08:00:00,3,0,0,1,28.7,33.335,79,15.0013
1883 | 2011-08-21 09:00:00,3,0,0,1,29.52,34.85,74,15.0013
1884 | 2011-08-21 10:00:00,3,0,0,1,30.34,35.605,74,16.9979
1885 | 2011-08-21 11:00:00,3,0,0,1,32.8,39.395,63,19.0012
1886 | 2011-08-21 12:00:00,3,0,0,1,33.62,40.15,59,19.0012
1887 | 2011-08-21 13:00:00,3,0,0,1,32.8,38.635,59,27.9993
1888 | 2011-08-21 14:00:00,3,0,0,3,28.7,33.335,79,26.0027
1889 | 2011-08-21 15:00:00,3,0,0,1,28.7,33.335,84,19.0012
1890 | 2011-08-21 16:00:00,3,0,0,1,29.52,34.85,79,11.0014
1891 | 2011-08-21 17:00:00,3,0,0,1,29.52,34.85,79,8.9981
1892 | 2011-08-21 18:00:00,3,0,0,1,29.52,34.85,79,16.9979
1893 | 2011-08-21 19:00:00,3,0,0,1,29.52,34.09,70,16.9979
1894 | 2011-08-21 20:00:00,3,0,0,1,28.7,33.335,79,16.9979
1895 | 2011-08-21 21:00:00,3,0,0,1,28.7,33.335,79,16.9979
1896 | 2011-08-21 22:00:00,3,0,0,2,28.7,33.335,79,12.998
1897 | 2011-08-21 23:00:00,3,0,0,1,28.7,33.335,74,11.0014
1898 | 2011-08-22 00:00:00,3,0,1,1,27.88,31.82,79,11.0014
1899 | 2011-08-22 01:00:00,3,0,1,1,27.88,31.82,79,6.0032
1900 | 2011-08-22 02:00:00,3,0,1,2,28.7,32.575,65,7.0015
1901 | 2011-08-22 03:00:00,3,0,1,3,28.7,32.575,65,8.9981
1902 | 2011-08-22 04:00:00,3,0,1,1,27.88,31.82,65,12.998
1903 | 2011-08-22 05:00:00,3,0,1,1,27.06,31.06,65,23.9994
1904 | 2011-08-22 06:00:00,3,0,1,1,27.06,31.06,61,19.9995
1905 | 2011-08-22 07:00:00,3,0,1,1,27.06,31.06,61,22.0028
1906 | 2011-08-22 08:00:00,3,0,1,1,27.06,31.06,61,22.0028
1907 | 2011-08-22 09:00:00,3,0,1,1,27.88,31.82,54,16.9979
1908 | 2011-08-22 10:00:00,3,0,1,1,28.7,32.575,48,19.0012
1909 | 2011-08-22 11:00:00,3,0,1,1,29.52,32.575,34,22.0028
1910 | 2011-08-22 12:00:00,3,0,1,1,30.34,32.575,35,26.0027
1911 | 2011-08-22 13:00:00,3,0,1,1,30.34,32.575,30,31.0009
1912 | 2011-08-22 14:00:00,3,0,1,1,30.34,32.575,30,26.0027
1913 | 2011-08-22 15:00:00,3,0,1,1,30.34,32.575,30,19.9995
1914 | 2011-08-22 16:00:00,3,0,1,1,30.34,32.575,30,26.0027
1915 | 2011-08-22 17:00:00,3,0,1,1,30.34,32.575,27,22.0028
1916 | 2011-08-22 18:00:00,3,0,1,1,29.52,32.575,28,19.9995
1917 | 2011-08-22 19:00:00,3,0,1,1,28.7,31.82,30,19.0012
1918 | 2011-08-22 20:00:00,3,0,1,1,27.06,31.06,34,12.998
1919 | 2011-08-22 21:00:00,3,0,1,1,26.24,31.06,38,12.998
1920 | 2011-08-22 22:00:00,3,0,1,1,26.24,31.06,38,19.9995
1921 | 2011-08-22 23:00:00,3,0,1,1,25.42,31.06,41,16.9979
1922 | 2011-08-23 00:00:00,3,0,1,1,24.6,31.06,43,12.998
1923 | 2011-08-23 01:00:00,3,0,1,1,23.78,27.275,49,12.998
1924 | 2011-08-23 02:00:00,3,0,1,1,22.96,26.515,52,12.998
1925 | 2011-08-23 03:00:00,3,0,1,1,22.96,26.515,52,19.0012
1926 | 2011-08-23 04:00:00,3,0,1,1,22.14,25.76,56,11.0014
1927 | 2011-08-23 05:00:00,3,0,1,1,22.14,25.76,56,12.998
1928 | 2011-08-23 06:00:00,3,0,1,1,22.14,25.76,60,12.998
1929 | 2011-08-23 07:00:00,3,0,1,1,24.6,31.06,49,12.998
1930 | 2011-08-23 08:00:00,3,0,1,2,25.42,31.06,50,0
1931 | 2011-08-23 09:00:00,3,0,1,2,27.06,31.06,44,0
1932 | 2011-08-23 10:00:00,3,0,1,1,28.7,31.82,37,0
1933 | 2011-08-23 11:00:00,3,0,1,1,28.7,31.82,34,7.0015
1934 | 2011-08-23 12:00:00,3,0,1,1,28.7,31.82,39,6.0032
1935 | 2011-08-23 13:00:00,3,0,1,1,29.52,32.575,30,7.0015
1936 | 2011-08-23 14:00:00,3,0,1,1,29.52,32.575,30,6.0032
1937 | 2011-08-23 15:00:00,3,0,1,1,29.52,32.575,34,15.0013
1938 | 2011-08-23 16:00:00,3,0,1,1,29.52,32.575,32,8.9981
1939 | 2011-08-23 17:00:00,3,0,1,1,29.52,32.575,34,15.0013
1940 | 2011-08-23 18:00:00,3,0,1,1,29.52,32.575,34,12.998
1941 | 2011-08-23 19:00:00,3,0,1,1,27.06,31.06,50,15.0013
1942 | 2011-08-23 20:00:00,3,0,1,1,26.24,31.06,53,16.9979
1943 | 2011-08-23 21:00:00,3,0,1,1,25.42,31.06,57,0
1944 | 2011-08-23 22:00:00,3,0,1,1,25.42,31.06,57,8.9981
1945 | 2011-08-23 23:00:00,3,0,1,1,25.42,30.305,61,8.9981
1946 | 2011-08-24 00:00:00,3,0,1,1,25.42,31.06,57,8.9981
1947 | 2011-08-24 01:00:00,3,0,1,1,24.6,30.305,60,7.0015
1948 | 2011-08-24 02:00:00,3,0,1,1,23.78,27.275,68,8.9981
1949 | 2011-08-24 03:00:00,3,0,1,1,23.78,27.275,68,8.9981
1950 | 2011-08-24 04:00:00,3,0,1,1,22.96,26.515,73,7.0015
1951 | 2011-08-24 05:00:00,3,0,1,1,22.96,26.515,73,7.0015
1952 | 2011-08-24 06:00:00,3,0,1,1,22.96,26.515,73,0
1953 | 2011-08-24 07:00:00,3,0,1,1,24.6,30.305,64,6.0032
1954 | 2011-08-24 08:00:00,3,0,1,1,25.42,30.305,69,8.9981
1955 | 2011-08-24 09:00:00,3,0,1,1,26.24,30.305,69,16.9979
1956 | 2011-08-24 10:00:00,3,0,1,1,28.7,32.575,58,19.0012
1957 | 2011-08-24 11:00:00,3,0,1,1,29.52,33.335,54,19.9995
1958 | 2011-08-24 12:00:00,3,0,1,1,30.34,34.09,55,22.0028
1959 | 2011-08-24 13:00:00,3,0,1,1,31.16,34.09,48,27.9993
1960 | 2011-08-24 14:00:00,3,0,1,1,31.16,34.09,48,27.9993
1961 | 2011-08-24 15:00:00,3,0,1,1,31.16,34.09,48,30.0026
1962 | 2011-08-24 16:00:00,3,0,1,1,31.16,34.85,52,27.9993
1963 | 2011-08-24 17:00:00,3,0,1,1,31.16,34.85,52,23.9994
1964 | 2011-08-24 18:00:00,3,0,1,1,30.34,34.09,55,19.9995
1965 | 2011-08-24 19:00:00,3,0,1,1,30.34,34.09,55,19.9995
1966 | 2011-08-24 20:00:00,3,0,1,1,29.52,33.335,58,19.9995
1967 | 2011-08-24 21:00:00,3,0,1,1,28.7,32.575,61,23.9994
1968 | 2011-08-24 22:00:00,3,0,1,1,28.7,32.575,65,23.9994
1969 | 2011-08-24 23:00:00,3,0,1,1,27.88,31.82,69,19.9995
1970 | 2011-08-25 00:00:00,3,0,1,1,27.88,31.82,74,19.9995
1971 | 2011-08-25 01:00:00,3,0,1,1,27.88,31.82,69,26.0027
1972 | 2011-08-25 02:00:00,3,0,1,1,27.88,31.82,69,26.0027
1973 | 2011-08-25 03:00:00,3,0,1,1,27.06,31.06,74,22.0028
1974 | 2011-08-25 04:00:00,3,0,1,1,27.06,30.305,78,26.0027
1975 | 2011-08-25 05:00:00,3,0,1,1,27.06,30.305,83,27.9993
1976 | 2011-08-25 06:00:00,3,0,1,1,27.06,30.305,83,22.0028
1977 | 2011-08-25 07:00:00,3,0,1,2,27.88,31.82,79,22.0028
1978 | 2011-08-25 08:00:00,3,0,1,2,28.7,33.335,74,19.9995
1979 | 2011-08-25 09:00:00,3,0,1,2,29.52,34.09,70,19.9995
1980 | 2011-08-25 10:00:00,3,0,1,2,30.34,34.85,66,19.9995
1981 | 2011-08-25 11:00:00,3,0,1,3,28.7,33.335,79,0
1982 | 2011-08-25 12:00:00,3,0,1,3,28.7,33.335,79,0
1983 | 2011-08-25 13:00:00,3,0,1,1,28.7,33.335,79,7.0015
1984 | 2011-08-25 14:00:00,3,0,1,2,29.52,34.85,74,0
1985 | 2011-08-25 15:00:00,3,0,1,2,30.34,34.85,70,0
1986 | 2011-08-25 16:00:00,3,0,1,1,29.52,35.605,84,0
1987 | 2011-08-25 17:00:00,3,0,1,1,29.52,35.605,84,0
1988 | 2011-08-25 18:00:00,3,0,1,2,29.52,35.605,84,8.9981
1989 | 2011-08-25 19:00:00,3,0,1,2,27.06,30.305,78,22.0028
1990 | 2011-08-25 20:00:00,3,0,1,1,26.24,29.545,78,23.9994
1991 | 2011-08-25 21:00:00,3,0,1,1,26.24,29.545,78,19.0012
1992 | 2011-08-25 22:00:00,3,0,1,1,25.42,28.79,83,0
1993 | 2011-08-25 23:00:00,3,0,1,1,25.42,28.79,83,6.0032
1994 | 2011-08-26 00:00:00,3,0,1,1,25.42,28.79,83,8.9981
1995 | 2011-08-26 01:00:00,3,0,1,1,25.42,28.79,83,0
1996 | 2011-08-26 02:00:00,3,0,1,1,25.42,28.03,88,8.9981
1997 | 2011-08-26 03:00:00,3,0,1,1,24.6,27.275,88,7.0015
1998 | 2011-08-26 04:00:00,3,0,1,1,25.42,28.03,88,0
1999 | 2011-08-26 05:00:00,3,0,1,2,25.42,28.03,88,0
2000 | 2011-08-26 06:00:00,3,0,1,1,25.42,28.03,88,0
2001 | 2011-08-26 07:00:00,3,0,1,1,26.24,28.79,83,0
2002 | 2011-08-26 08:00:00,3,0,1,1,27.06,30.305,83,7.0015
2003 | 2011-08-26 09:00:00,3,0,1,1,28.7,33.335,74,0
2004 | 2011-08-26 10:00:00,3,0,1,1,30.34,34.85,66,6.0032
2005 | 2011-08-26 11:00:00,3,0,1,2,31.16,35.605,62,0
2006 | 2011-08-26 12:00:00,3,0,1,2,31.16,36.365,66,7.0015
2007 | 2011-08-26 13:00:00,3,0,1,2,31.98,37.12,59,7.0015
2008 | 2011-08-26 14:00:00,3,0,1,1,32.8,38.635,59,0
2009 | 2011-08-26 15:00:00,3,0,1,2,32.8,38.635,59,12.998
2010 | 2011-08-26 16:00:00,3,0,1,1,31.98,37.12,62,7.0015
2011 | 2011-08-26 17:00:00,3,0,1,1,30.34,35.605,74,16.9979
2012 | 2011-08-26 18:00:00,3,0,1,2,30.34,35.605,74,8.9981
2013 | 2011-08-26 19:00:00,3,0,1,1,29.52,34.85,79,7.0015
2014 | 2011-08-26 20:00:00,3,0,1,1,29.52,34.85,79,6.0032
2015 | 2011-08-26 21:00:00,3,0,1,1,29.52,34.85,79,11.0014
2016 | 2011-08-26 22:00:00,3,0,1,1,29.52,34.85,79,7.0015
2017 | 2011-08-26 23:00:00,3,0,1,1,28.7,33.335,84,6.0032
2018 | 2011-08-27 00:00:00,3,0,0,1,28.7,33.335,84,7.0015
2019 | 2011-08-27 01:00:00,3,0,0,1,28.7,33.335,84,11.0014
2020 | 2011-08-27 02:00:00,3,0,0,1,28.7,33.335,84,12.998
2021 | 2011-08-27 03:00:00,3,0,0,2,28.7,33.335,84,15.0013
2022 | 2011-08-27 04:00:00,3,0,0,2,28.7,33.335,84,15.0013
2023 | 2011-08-27 05:00:00,3,0,0,2,28.7,33.335,84,19.9995
2024 | 2011-08-27 06:00:00,3,0,0,2,28.7,33.335,84,19.9995
2025 | 2011-08-27 07:00:00,3,0,0,2,28.7,33.335,84,23.9994
2026 | 2011-08-27 08:00:00,3,0,0,2,28.7,33.335,84,16.9979
2027 | 2011-08-27 09:00:00,3,0,0,2,28.7,33.335,84,27.9993
2028 | 2011-08-27 10:00:00,3,0,0,2,28.7,33.335,79,31.0009
2029 | 2011-08-27 11:00:00,3,0,0,3,27.06,29.545,89,27.9993
2030 | 2011-08-27 12:00:00,3,0,0,3,27.06,30.305,83,32.9975
2031 | 2011-08-27 13:00:00,3,0,0,3,27.06,30.305,83,26.0027
2032 | 2011-08-27 14:00:00,3,0,0,3,26.24,28.79,89,36.9974
2033 | 2011-08-27 15:00:00,3,0,0,3,26.24,28.79,89,36.9974
2034 | 2011-08-27 16:00:00,3,0,0,3,26.24,28.79,89,35.0008
2035 | 2011-08-27 17:00:00,3,0,0,3,26.24,28.79,89,55.9986
2036 | 2011-08-28 07:00:00,3,0,0,3,25.42,28.79,83,23.9994
2037 | 2011-08-28 08:00:00,3,0,0,3,25.42,28.79,83,27.9993
2038 | 2011-08-28 09:00:00,3,0,0,1,27.06,31.06,74,27.9993
2039 | 2011-08-28 10:00:00,3,0,0,1,28.7,32.575,61,40.9973
2040 | 2011-08-28 11:00:00,3,0,0,1,28.7,32.575,58,26.0027
2041 | 2011-08-28 12:00:00,3,0,0,1,30.34,33.335,51,26.0027
2042 | 2011-08-28 13:00:00,3,0,0,1,31.16,34.09,45,23.9994
2043 | 2011-08-28 14:00:00,3,0,0,1,31.98,34.85,43,27.9993
2044 | 2011-08-28 15:00:00,3,0,0,1,31.98,34.85,43,23.9994
2045 | 2011-08-28 16:00:00,3,0,0,1,32.8,35.605,36,26.0027
2046 | 2011-08-28 17:00:00,3,0,0,1,31.16,34.09,40,19.9995
2047 | 2011-08-28 18:00:00,3,0,0,1,30.34,33.335,42,15.0013
2048 | 2011-08-28 19:00:00,3,0,0,1,29.52,33.335,48,7.0015
2049 | 2011-08-28 20:00:00,3,0,0,1,29.52,32.575,45,7.0015
2050 | 2011-08-28 21:00:00,3,0,0,1,27.06,31.06,61,8.9981
2051 | 2011-08-28 22:00:00,3,0,0,1,26.24,30.305,69,7.0015
2052 | 2011-08-28 23:00:00,3,0,0,1,25.42,29.545,73,7.0015
2053 | 2011-08-29 00:00:00,3,0,1,1,25.42,29.545,73,7.0015
2054 | 2011-08-29 01:00:00,3,0,1,1,24.6,29.545,69,7.0015
2055 | 2011-08-29 02:00:00,3,0,1,1,24.6,29.545,69,12.998
2056 | 2011-08-29 03:00:00,3,0,1,1,24.6,29.545,69,7.0015
2057 | 2011-08-29 04:00:00,3,0,1,1,22.96,26.515,68,8.9981
2058 | 2011-08-29 05:00:00,3,0,1,1,22.96,26.515,73,8.9981
2059 | 2011-08-29 06:00:00,3,0,1,1,22.96,26.515,73,8.9981
2060 | 2011-08-29 07:00:00,3,0,1,1,24.6,30.305,60,15.0013
2061 | 2011-08-29 08:00:00,3,0,1,1,25.42,31.06,57,16.9979
2062 | 2011-08-29 09:00:00,3,0,1,1,25.42,31.06,53,16.9979
2063 | 2011-08-29 10:00:00,3,0,1,1,27.06,31.06,47,15.0013
2064 | 2011-08-29 11:00:00,3,0,1,1,27.06,31.06,47,11.0014
2065 | 2011-08-29 12:00:00,3,0,1,2,27.88,31.82,44,11.0014
2066 | 2011-08-29 13:00:00,3,0,1,2,28.7,31.82,39,0
2067 | 2011-08-29 14:00:00,3,0,1,1,28.7,31.82,42,0
2068 | 2011-08-29 15:00:00,3,0,1,1,28.7,31.82,42,11.0014
2069 | 2011-08-29 16:00:00,3,0,1,1,29.52,32.575,42,11.0014
2070 | 2011-08-29 17:00:00,3,0,1,2,28.7,31.82,47,15.0013
2071 | 2011-08-29 18:00:00,3,0,1,1,27.06,31.06,47,16.9979
2072 | 2011-08-29 19:00:00,3,0,1,1,27.06,31.06,47,16.9979
2073 | 2011-08-29 20:00:00,3,0,1,1,26.24,31.06,53,11.0014
2074 | 2011-08-29 21:00:00,3,0,1,1,26.24,31.06,53,12.998
2075 | 2011-08-29 22:00:00,3,0,1,1,25.42,31.06,57,8.9981
2076 | 2011-08-29 23:00:00,3,0,1,1,24.6,30.305,60,6.0032
2077 | 2011-08-30 00:00:00,3,0,1,1,22.96,26.515,73,8.9981
2078 | 2011-08-30 01:00:00,3,0,1,1,22.96,26.515,68,7.0015
2079 | 2011-08-30 02:00:00,3,0,1,1,22.14,25.76,73,7.0015
2080 | 2011-08-30 03:00:00,3,0,1,1,22.14,25.76,73,12.998
2081 | 2011-08-30 04:00:00,3,0,1,1,21.32,25,77,11.0014
2082 | 2011-08-30 05:00:00,3,0,1,1,21.32,25,77,6.0032
2083 | 2011-08-30 06:00:00,3,0,1,1,22.14,25.76,73,7.0015
2084 | 2011-08-30 07:00:00,3,0,1,1,22.96,26.515,68,8.9981
2085 | 2011-08-30 08:00:00,3,0,1,1,25.42,31.06,57,8.9981
2086 | 2011-08-30 09:00:00,3,0,1,1,27.06,31.06,50,15.0013
2087 | 2011-08-30 10:00:00,3,0,1,1,28.7,31.82,39,15.0013
2088 | 2011-08-30 11:00:00,3,0,1,1,29.52,32.575,37,12.998
2089 | 2011-08-30 12:00:00,3,0,1,1,29.52,32.575,37,0
2090 | 2011-08-30 13:00:00,3,0,1,1,30.34,32.575,35,7.0015
2091 | 2011-08-30 14:00:00,3,0,1,1,30.34,32.575,33,11.0014
2092 | 2011-08-30 15:00:00,3,0,1,1,30.34,32.575,35,15.0013
2093 | 2011-08-30 16:00:00,3,0,1,1,30.34,32.575,37,11.0014
2094 | 2011-08-30 17:00:00,3,0,1,1,29.52,32.575,42,12.998
2095 | 2011-08-30 18:00:00,3,0,1,1,28.7,31.82,45,11.0014
2096 | 2011-08-30 19:00:00,3,0,1,1,27.06,31.06,50,6.0032
2097 | 2011-08-30 20:00:00,3,0,1,1,27.06,31.06,50,0
2098 | 2011-08-30 21:00:00,3,0,1,1,26.24,30.305,65,6.0032
2099 | 2011-08-30 22:00:00,3,0,1,1,25.42,30.305,61,0
2100 | 2011-08-30 23:00:00,3,0,1,1,25.42,30.305,61,0
2101 | 2011-08-31 00:00:00,3,0,1,1,24.6,29.545,69,0
2102 | 2011-08-31 01:00:00,3,0,1,1,24.6,29.545,69,0
2103 | 2011-08-31 02:00:00,3,0,1,1,22.96,26.515,73,0
2104 | 2011-08-31 03:00:00,3,0,1,1,22.96,26.515,78,0
2105 | 2011-08-31 04:00:00,3,0,1,1,22.96,26.515,73,0
2106 | 2011-08-31 05:00:00,3,0,1,1,22.14,25.76,83,6.0032
2107 | 2011-08-31 06:00:00,3,0,1,1,22.14,25.76,77,0
2108 | 2011-08-31 07:00:00,3,0,1,1,24.6,28.79,78,0
2109 | 2011-08-31 08:00:00,3,0,1,1,25.42,30.305,69,0
2110 | 2011-08-31 09:00:00,3,0,1,1,26.24,30.305,69,6.0032
2111 | 2011-08-31 10:00:00,3,0,1,1,28.7,31.82,45,7.0015
2112 | 2011-08-31 11:00:00,3,0,1,1,29.52,32.575,42,8.9981
2113 | 2011-08-31 12:00:00,3,0,1,1,30.34,33.335,43,8.9981
2114 | 2011-08-31 13:00:00,3,0,1,1,30.34,32.575,37,7.0015
2115 | 2011-08-31 14:00:00,3,0,1,1,30.34,32.575,40,8.9981
2116 | 2011-08-31 15:00:00,3,0,1,1,30.34,32.575,40,8.9981
2117 | 2011-08-31 16:00:00,3,0,1,1,30.34,33.335,42,8.9981
2118 | 2011-08-31 17:00:00,3,0,1,1,29.52,32.575,45,8.9981
2119 | 2011-08-31 18:00:00,3,0,1,1,28.7,32.575,51,15.0013
2120 | 2011-08-31 19:00:00,3,0,1,1,34.44,38.635,47,16.9979
2121 | 2011-08-31 20:00:00,3,0,1,1,27.06,31.06,57,8.9981
2122 | 2011-08-31 21:00:00,3,0,1,1,27.06,31.06,61,6.0032
2123 | 2011-08-31 22:00:00,3,0,1,1,26.24,30.305,69,0
2124 | 2011-08-31 23:00:00,3,0,1,1,24.6,28.79,78,7.0015
2125 | 2011-09-20 00:00:00,3,0,1,2,22.96,26.515,73,11.0014
2126 | 2011-09-20 01:00:00,3,0,1,2,22.14,25.76,88,11.0014
2127 | 2011-09-20 02:00:00,3,0,1,2,22.14,25.76,88,11.0014
2128 | 2011-09-20 03:00:00,3,0,1,2,22.14,25.76,83,15.0013
2129 | 2011-09-20 04:00:00,3,0,1,1,22.14,25.76,88,12.998
2130 | 2011-09-20 05:00:00,3,0,1,2,22.14,25.76,88,12.998
2131 | 2011-09-20 06:00:00,3,0,1,2,22.14,25.76,88,12.998
2132 | 2011-09-20 07:00:00,3,0,1,2,22.14,25.76,88,11.0014
2133 | 2011-09-20 08:00:00,3,0,1,3,22.14,25.76,94,16.9979
2134 | 2011-09-20 09:00:00,3,0,1,3,22.14,25.76,94,15.0013
2135 | 2011-09-20 10:00:00,3,0,1,3,22.96,26.515,88,11.0014
2136 | 2011-09-20 11:00:00,3,0,1,3,22.96,26.515,88,11.0014
2137 | 2011-09-20 12:00:00,3,0,1,2,22.96,26.515,94,11.0014
2138 | 2011-09-20 13:00:00,3,0,1,2,22.96,26.515,94,8.9981
2139 | 2011-09-20 14:00:00,3,0,1,2,23.78,27.275,88,12.998
2140 | 2011-09-20 15:00:00,3,0,1,2,25.42,29.545,78,7.0015
2141 | 2011-09-20 16:00:00,3,0,1,2,24.6,28.03,83,11.0014
2142 | 2011-09-20 17:00:00,3,0,1,1,24.6,28.03,83,7.0015
2143 | 2011-09-20 18:00:00,3,0,1,1,24.6,28.03,83,7.0015
2144 | 2011-09-20 19:00:00,3,0,1,1,23.78,27.275,88,0
2145 | 2011-09-20 20:00:00,3,0,1,1,22.96,26.515,94,0
2146 | 2011-09-20 21:00:00,3,0,1,1,22.96,26.515,94,0
2147 | 2011-09-20 22:00:00,3,0,1,1,22.96,26.515,94,0
2148 | 2011-09-20 23:00:00,3,0,1,1,22.96,26.515,94,0
2149 | 2011-09-21 00:00:00,3,0,1,1,22.14,25.76,100,0
2150 | 2011-09-21 01:00:00,3,0,1,1,22.14,25.76,94,0
2151 | 2011-09-21 02:00:00,3,0,1,1,22.14,25.76,94,0
2152 | 2011-09-21 03:00:00,3,0,1,2,22.14,25.76,94,6.0032
2153 | 2011-09-21 04:00:00,3,0,1,2,22.14,25.76,100,8.9981
2154 | 2011-09-21 05:00:00,3,0,1,2,22.14,25.76,100,11.0014
2155 | 2011-09-21 06:00:00,3,0,1,2,22.14,25.76,100,12.998
2156 | 2011-09-21 07:00:00,3,0,1,2,22.14,25.76,100,12.998
2157 | 2011-09-21 08:00:00,3,0,1,2,22.14,25.76,100,7.0015
2158 | 2011-09-21 09:00:00,3,0,1,2,22.96,26.515,100,6.0032
2159 | 2011-09-21 10:00:00,3,0,1,2,24.6,27.275,88,0
2160 | 2011-09-21 11:00:00,3,0,1,2,25.42,28.79,83,11.0014
2161 | 2011-09-21 12:00:00,3,0,1,2,26.24,29.545,78,6.0032
2162 | 2011-09-21 13:00:00,3,0,1,2,27.06,31.06,74,11.0014
2163 | 2011-09-21 14:00:00,3,0,1,2,27.06,31.06,74,12.998
2164 | 2011-09-21 15:00:00,3,0,1,2,27.06,31.06,74,7.0015
2165 | 2011-09-21 16:00:00,3,0,1,2,27.06,31.06,74,7.0015
2166 | 2011-09-21 17:00:00,3,0,1,3,27.06,31.06,74,11.0014
2167 | 2011-09-21 18:00:00,3,0,1,3,26.24,28.79,83,11.0014
2168 | 2011-09-21 19:00:00,3,0,1,3,25.42,27.275,94,0
2169 | 2011-09-21 20:00:00,3,0,1,3,25.42,27.275,94,0
2170 | 2011-09-21 21:00:00,3,0,1,2,24.6,25,100,6.0032
2171 | 2011-09-21 22:00:00,3,0,1,2,25.42,27.275,94,0
2172 | 2011-09-21 23:00:00,3,0,1,1,24.6,25.76,94,7.0015
2173 | 2011-09-22 00:00:00,3,0,1,1,24.6,25.76,94,7.0015
2174 | 2011-09-22 01:00:00,3,0,1,2,24.6,25.76,94,6.0032
2175 | 2011-09-22 02:00:00,3,0,1,2,24.6,25.76,94,7.0015
2176 | 2011-09-22 03:00:00,3,0,1,2,24.6,25.76,94,6.0032
2177 | 2011-09-22 04:00:00,3,0,1,2,24.6,25.76,94,6.0032
2178 | 2011-09-22 05:00:00,3,0,1,2,24.6,25.76,94,7.0015
2179 | 2011-09-22 06:00:00,3,0,1,2,24.6,25,100,8.9981
2180 | 2011-09-22 07:00:00,3,0,1,2,24.6,25,100,7.0015
2181 | 2011-09-22 08:00:00,3,0,1,2,24.6,25,100,11.0014
2182 | 2011-09-22 09:00:00,3,0,1,2,25.42,27.275,94,12.998
2183 | 2011-09-22 10:00:00,3,0,1,2,26.24,28.79,89,15.0013
2184 | 2011-09-22 11:00:00,3,0,1,2,26.24,28.79,89,12.998
2185 | 2011-09-22 12:00:00,3,0,1,2,27.06,30.305,83,11.0014
2186 | 2011-09-22 13:00:00,3,0,1,2,27.06,30.305,83,12.998
2187 | 2011-09-22 14:00:00,3,0,1,2,27.06,30.305,83,15.0013
2188 | 2011-09-22 15:00:00,3,0,1,2,27.88,31.82,79,11.0014
2189 | 2011-09-22 16:00:00,3,0,1,2,27.88,31.82,74,8.9981
2190 | 2011-09-22 17:00:00,3,0,1,2,27.06,30.305,78,6.0032
2191 | 2011-09-22 18:00:00,3,0,1,2,26.24,28.79,83,7.0015
2192 | 2011-09-22 19:00:00,3,0,1,2,26.24,28.79,89,6.0032
2193 | 2011-09-22 20:00:00,3,0,1,2,25.42,27.275,94,8.9981
2194 | 2011-09-22 21:00:00,3,0,1,2,26.24,28.79,89,6.0032
2195 | 2011-09-22 22:00:00,3,0,1,2,25.42,25.76,100,6.0032
2196 | 2011-09-22 23:00:00,3,0,1,2,25.42,27.275,94,0
2197 | 2011-09-23 00:00:00,4,0,1,2,25.42,27.275,94,6.0032
2198 | 2011-09-23 01:00:00,4,0,1,2,24.6,25,100,0
2199 | 2011-09-23 02:00:00,4,0,1,2,24.6,25,100,7.0015
2200 | 2011-09-23 03:00:00,4,0,1,2,24.6,25,100,0
2201 | 2011-09-23 04:00:00,4,0,1,3,24.6,25,100,0
2202 | 2011-09-23 05:00:00,4,0,1,2,25.42,27.275,94,0
2203 | 2011-09-23 06:00:00,4,0,1,2,25.42,27.275,94,6.0032
2204 | 2011-09-23 07:00:00,4,0,1,3,25.42,27.275,94,8.9981
2205 | 2011-09-23 08:00:00,4,0,1,3,25.42,27.275,94,8.9981
2206 | 2011-09-23 09:00:00,4,0,1,3,25.42,25.76,100,8.9981
2207 | 2011-09-23 10:00:00,4,0,1,3,25.42,25.76,100,7.0015
2208 | 2011-09-23 11:00:00,4,0,1,3,25.42,25.76,100,7.0015
2209 | 2011-09-23 12:00:00,4,0,1,3,25.42,27.275,94,7.0015
2210 | 2011-09-23 13:00:00,4,0,1,3,24.6,25,100,6.0032
2211 | 2011-09-23 14:00:00,4,0,1,3,24.6,25,100,6.0032
2212 | 2011-09-23 15:00:00,4,0,1,3,25.42,27.275,94,7.0015
2213 | 2011-09-23 16:00:00,4,0,1,3,25.42,27.275,94,0
2214 | 2011-09-23 17:00:00,4,0,1,2,24.6,25,100,0
2215 | 2011-09-23 18:00:00,4,0,1,1,24.6,25,100,0
2216 | 2011-09-23 19:00:00,4,0,1,1,25.42,27.275,94,8.9981
2217 | 2011-09-23 20:00:00,4,0,1,1,24.6,25.76,94,0
2218 | 2011-09-23 21:00:00,4,0,1,1,24.6,25,100,11.0014
2219 | 2011-09-23 22:00:00,4,0,1,1,24.6,25.76,94,11.0014
2220 | 2011-09-23 23:00:00,4,0,1,2,23.78,27.275,100,8.9981
2221 | 2011-09-24 00:00:00,4,0,0,1,23.78,27.275,100,6.0032
2222 | 2011-09-24 01:00:00,4,0,0,2,23.78,27.275,94,6.0032
2223 | 2011-09-24 02:00:00,4,0,0,2,23.78,27.275,94,6.0032
2224 | 2011-09-24 03:00:00,4,0,0,1,23.78,27.275,94,0
2225 | 2011-09-24 04:00:00,4,0,0,1,22.96,26.515,94,7.0015
2226 | 2011-09-24 05:00:00,4,0,0,2,22.96,26.515,94,7.0015
2227 | 2011-09-24 06:00:00,4,0,0,2,22.96,26.515,94,7.0015
2228 | 2011-09-24 07:00:00,4,0,0,2,22.96,26.515,88,7.0015
2229 | 2011-09-24 08:00:00,4,0,0,2,23.78,27.275,90,6.0032
2230 | 2011-09-24 09:00:00,4,0,0,2,24.6,27.275,88,6.0032
2231 | 2011-09-24 10:00:00,4,0,0,2,24.6,27.275,88,6.0032
2232 | 2011-09-24 11:00:00,4,0,0,2,25.42,28.79,83,6.0032
2233 | 2011-09-24 12:00:00,4,0,0,2,25.42,28.79,83,6.0032
2234 | 2011-09-24 13:00:00,4,0,0,1,26.24,29.545,78,0
2235 | 2011-09-24 14:00:00,4,0,0,2,27.06,31.06,74,8.9981
2236 | 2011-09-24 15:00:00,4,0,0,2,27.06,31.06,74,8.9981
2237 | 2011-09-24 16:00:00,4,0,0,2,26.24,29.545,78,6.0032
2238 | 2011-09-24 17:00:00,4,0,0,1,27.06,31.06,74,7.0015
2239 | 2011-09-24 18:00:00,4,0,0,1,26.24,29.545,78,7.0015
2240 | 2011-09-24 19:00:00,4,0,0,1,25.42,28.03,88,0
2241 | 2011-09-24 20:00:00,4,0,0,1,25.42,28.79,83,0
2242 | 2011-09-24 21:00:00,4,0,0,1,25.42,28.79,83,6.0032
2243 | 2011-09-24 22:00:00,4,0,0,2,25.42,28.03,88,0
2244 | 2011-09-24 23:00:00,4,0,0,2,24.6,27.275,88,6.0032
2245 | 2011-09-25 00:00:00,4,0,0,2,24.6,27.275,88,0
2246 | 2011-09-25 01:00:00,4,0,0,2,24.6,27.275,88,7.0015
2247 | 2011-09-25 02:00:00,4,0,0,3,24.6,25.76,94,0
2248 | 2011-09-25 03:00:00,4,0,0,3,24.6,25.76,94,0
2249 | 2011-09-25 04:00:00,4,0,0,3,24.6,25.76,94,8.9981
2250 | 2011-09-25 05:00:00,4,0,0,1,24.6,27.275,88,6.0032
2251 | 2011-09-25 06:00:00,4,0,0,2,24.6,27.275,88,7.0015
2252 | 2011-09-25 07:00:00,4,0,0,2,24.6,25.76,94,8.9981
2253 | 2011-09-25 08:00:00,4,0,0,2,25.42,28.03,88,0
2254 | 2011-09-25 09:00:00,4,0,0,2,26.24,28.79,83,0
2255 | 2011-09-25 10:00:00,4,0,0,2,26.24,28.79,83,0
2256 | 2011-09-25 11:00:00,4,0,0,2,27.06,30.305,78,8.9981
2257 | 2011-09-25 12:00:00,4,0,0,2,27.06,30.305,78,0
2258 | 2011-09-25 13:00:00,4,0,0,2,27.88,31.82,74,0
2259 | 2011-09-25 14:00:00,4,0,0,2,27.06,30.305,78,0
2260 | 2011-09-25 15:00:00,4,0,0,2,27.06,30.305,78,0
2261 | 2011-09-25 16:00:00,4,0,0,1,28.7,32.575,70,0
2262 | 2011-09-25 17:00:00,4,0,0,1,27.88,31.82,74,0
2263 | 2011-09-25 18:00:00,4,0,0,1,27.88,31.82,74,0
2264 | 2011-09-25 19:00:00,4,0,0,1,26.24,28.79,83,8.9981
2265 | 2011-09-25 20:00:00,4,0,0,1,26.24,28.79,83,6.0032
2266 | 2011-09-25 21:00:00,4,0,0,1,25.42,27.275,94,6.0032
2267 | 2011-09-25 22:00:00,4,0,0,1,25.42,28.03,88,6.0032
2268 | 2011-09-25 23:00:00,4,0,0,2,25.42,27.275,94,7.0015
2269 | 2011-09-26 00:00:00,4,0,1,2,25.42,27.275,94,0
2270 | 2011-09-26 01:00:00,4,0,1,2,25.42,28.03,88,7.0015
2271 | 2011-09-26 02:00:00,4,0,1,2,25.42,28.03,88,7.0015
2272 | 2011-09-26 03:00:00,4,0,1,2,25.42,27.275,94,0
2273 | 2011-09-26 04:00:00,4,0,1,2,25.42,27.275,94,6.0032
2274 | 2011-09-26 05:00:00,4,0,1,2,25.42,28.03,88,0
2275 | 2011-09-26 06:00:00,4,0,1,2,25.42,27.275,94,6.0032
2276 | 2011-09-26 07:00:00,4,0,1,2,25.42,27.275,94,0
2277 | 2011-09-26 08:00:00,4,0,1,2,25.42,27.275,94,0
2278 | 2011-09-26 09:00:00,4,0,1,2,26.24,28.79,89,12.998
2279 | 2011-09-26 10:00:00,4,0,1,2,26.24,28.79,89,12.998
2280 | 2011-09-26 11:00:00,4,0,1,1,27.88,31.82,79,15.0013
2281 | 2011-09-26 12:00:00,4,0,1,2,27.88,31.82,79,11.0014
2282 | 2011-09-26 13:00:00,4,0,1,2,28.7,33.335,74,11.0014
2283 | 2011-09-26 14:00:00,4,0,1,1,28.7,32.575,70,11.0014
2284 | 2011-09-26 15:00:00,4,0,1,1,29.52,34.09,62,8.9981
2285 | 2011-09-26 16:00:00,4,0,1,1,28.7,32.575,65,11.0014
2286 | 2011-09-26 17:00:00,4,0,1,1,28.7,32.575,70,8.9981
2287 | 2011-09-26 18:00:00,4,0,1,1,27.06,30.305,83,7.0015
2288 | 2011-09-26 19:00:00,4,0,1,1,27.06,30.305,82,6.0032
2289 | 2011-09-26 20:00:00,4,0,1,1,26.24,28.79,89,8.9981
2290 | 2011-09-26 21:00:00,4,0,1,1,26.24,28.79,89,8.9981
2291 | 2011-09-26 22:00:00,4,0,1,1,25.42,27.275,94,8.9981
2292 | 2011-09-26 23:00:00,4,0,1,1,25.42,27.275,94,8.9981
2293 | 2011-09-27 00:00:00,4,0,1,1,25.42,27.275,94,8.9981
2294 | 2011-09-27 01:00:00,4,0,1,1,25.42,27.275,94,11.0014
2295 | 2011-09-27 02:00:00,4,0,1,1,25.42,27.275,94,7.0015
2296 | 2011-09-27 03:00:00,4,0,1,2,25.42,27.275,94,0
2297 | 2011-09-27 04:00:00,4,0,1,3,25.42,27.275,94,6.0032
2298 | 2011-09-27 05:00:00,4,0,1,3,25.42,27.275,94,6.0032
2299 | 2011-09-27 06:00:00,4,0,1,2,25.42,27.275,94,7.0015
2300 | 2011-09-27 07:00:00,4,0,1,2,25.42,27.275,94,7.0015
2301 | 2011-09-27 08:00:00,4,0,1,2,26.24,28.79,89,7.0015
2302 | 2011-09-27 09:00:00,4,0,1,3,26.24,28.79,89,12.998
2303 | 2011-09-27 10:00:00,4,0,1,3,26.24,28.03,94,11.0014
2304 | 2011-09-27 11:00:00,4,0,1,2,27.06,29.545,89,7.0015
2305 | 2011-09-27 12:00:00,4,0,1,2,27.06,29.545,89,8.9981
2306 | 2011-09-27 13:00:00,4,0,1,2,28.7,33.335,74,15.0013
2307 | 2011-09-27 14:00:00,4,0,1,2,27.88,31.82,79,7.0015
2308 | 2011-09-27 15:00:00,4,0,1,2,27.88,31.82,83,6.0032
2309 | 2011-09-27 16:00:00,4,0,1,2,27.06,30.305,83,12.998
2310 | 2011-09-27 17:00:00,4,0,1,2,27.06,29.545,89,12.998
2311 | 2011-09-27 18:00:00,4,0,1,2,26.24,28.79,89,15.0013
2312 | 2011-09-27 19:00:00,4,0,1,2,26.24,28.79,89,8.9981
2313 | 2011-09-27 20:00:00,4,0,1,1,25.42,29.545,78,0
2314 | 2011-09-27 21:00:00,4,0,1,1,24.6,28.03,83,0
2315 | 2011-09-27 22:00:00,4,0,1,1,24.6,27.275,88,6.0032
2316 | 2011-09-27 23:00:00,4,0,1,1,24.6,27.275,88,6.0032
2317 | 2011-09-28 00:00:00,4,0,1,1,24.6,27.275,88,0
2318 | 2011-09-28 01:00:00,4,0,1,1,24.6,27.275,88,0
2319 | 2011-09-28 02:00:00,4,0,1,1,24.6,27.275,88,16.9979
2320 | 2011-09-28 03:00:00,4,0,1,2,24.6,25.76,94,6.0032
2321 | 2011-09-28 04:00:00,4,0,1,1,24.6,27.275,88,0
2322 | 2011-09-28 05:00:00,4,0,1,2,24.6,25.76,94,0
2323 | 2011-09-28 06:00:00,4,0,1,3,24.6,25.76,94,11.0014
2324 | 2011-09-28 07:00:00,4,0,1,3,24.6,25.76,94,11.0014
2325 | 2011-09-28 08:00:00,4,0,1,3,25.42,27.275,94,15.0013
2326 | 2011-09-28 09:00:00,4,0,1,3,25.42,27.275,94,15.0013
2327 | 2011-09-28 10:00:00,4,0,1,2,25.42,27.275,94,0
2328 | 2011-09-28 11:00:00,4,0,1,2,27.06,30.305,83,7.0015
2329 | 2011-09-28 12:00:00,4,0,1,2,27.88,31.82,79,0
2330 | 2011-09-28 13:00:00,4,0,1,1,28.7,33.335,74,16.9979
2331 | 2011-09-28 14:00:00,4,0,1,1,29.52,34.09,62,16.9979
2332 | 2011-09-28 15:00:00,4,0,1,1,28.7,32.575,70,8.9981
2333 | 2011-09-28 16:00:00,4,0,1,1,28.7,32.575,70,12.998
2334 | 2011-09-28 17:00:00,4,0,1,1,28.7,32.575,70,15.0013
2335 | 2011-09-28 18:00:00,4,0,1,3,27.06,30.305,83,16.9979
2336 | 2011-09-28 19:00:00,4,0,1,3,27.06,30.305,83,16.9979
2337 | 2011-09-28 20:00:00,4,0,1,3,24.6,28.03,83,19.9995
2338 | 2011-09-28 21:00:00,4,0,1,3,24.6,27.275,88,16.9979
2339 | 2011-09-28 22:00:00,4,0,1,1,24.6,27.275,88,6.0032
2340 | 2011-09-28 23:00:00,4,0,1,1,24.6,25.76,94,8.9981
2341 | 2011-09-29 00:00:00,4,0,1,1,24.6,25.76,94,12.998
2342 | 2011-09-29 01:00:00,4,0,1,2,24.6,25,100,12.998
2343 | 2011-09-29 02:00:00,4,0,1,2,24.6,25,100,12.998
2344 | 2011-09-29 03:00:00,4,0,1,2,24.6,25.76,94,12.998
2345 | 2011-09-29 04:00:00,4,0,1,2,24.6,27.275,88,12.998
2346 | 2011-09-29 05:00:00,4,0,1,2,24.6,27.275,88,7.0015
2347 | 2011-09-29 06:00:00,4,0,1,2,24.6,27.275,88,6.0032
2348 | 2011-09-29 07:00:00,4,0,1,1,24.6,27.275,88,8.9981
2349 | 2011-09-29 08:00:00,4,0,1,1,24.6,28.03,83,0
2350 | 2011-09-29 09:00:00,4,0,1,1,25.42,29.545,78,16.9979
2351 | 2011-09-29 10:00:00,4,0,1,1,26.24,30.305,65,12.998
2352 | 2011-09-29 11:00:00,4,0,1,1,25.42,30.305,61,12.998
2353 | 2011-09-29 12:00:00,4,0,1,1,27.06,31.06,61,11.0014
2354 | 2011-09-29 13:00:00,4,0,1,1,26.24,31.06,61,12.998
2355 | 2011-09-29 14:00:00,4,0,1,1,27.88,31.82,51,19.9995
2356 | 2011-09-29 15:00:00,4,0,1,1,27.88,31.82,45,26.0027
2357 | 2011-09-29 16:00:00,4,0,1,1,27.88,31.82,41,23.9994
2358 | 2011-09-29 17:00:00,4,0,1,1,27.06,31.06,47,19.9995
2359 | 2011-09-29 18:00:00,4,0,1,1,26.24,31.06,41,15.0013
2360 | 2011-09-29 19:00:00,4,0,1,1,25.42,31.06,50,6.0032
2361 | 2011-09-29 20:00:00,4,0,1,1,24.6,31.06,53,6.0032
2362 | 2011-09-29 21:00:00,4,0,1,1,23.78,27.275,56,0
2363 | 2011-09-29 22:00:00,4,0,1,1,22.96,26.515,68,0
2364 | 2011-09-29 23:00:00,4,0,1,1,21.32,25,77,7.0015
2365 | 2011-09-30 00:00:00,4,0,1,1,21.32,25,83,7.0015
2366 | 2011-09-30 01:00:00,4,0,1,1,21.32,25,77,6.0032
2367 | 2011-09-30 02:00:00,4,0,1,1,21.32,25,83,7.0015
2368 | 2011-09-30 03:00:00,4,0,1,1,21.32,25,83,7.0015
2369 | 2011-09-30 04:00:00,4,0,1,1,21.32,25,83,12.998
2370 | 2011-09-30 05:00:00,4,0,1,1,21.32,25,83,12.998
2371 | 2011-09-30 06:00:00,4,0,1,1,21.32,25,83,15.0013
2372 | 2011-09-30 07:00:00,4,0,1,1,21.32,25,83,15.0013
2373 | 2011-09-30 08:00:00,4,0,1,1,22.14,25.76,77,8.9981
2374 | 2011-09-30 09:00:00,4,0,1,1,22.96,26.515,73,12.998
2375 | 2011-09-30 10:00:00,4,0,1,1,24.6,30.305,64,0
2376 | 2011-09-30 11:00:00,4,0,1,1,26.24,31.06,57,6.0032
2377 | 2011-09-30 12:00:00,4,0,1,2,26.24,31.06,57,12.998
2378 | 2011-09-30 13:00:00,4,0,1,2,27.06,31.06,47,22.0028
2379 | 2011-09-30 14:00:00,4,0,1,2,26.24,31.06,47,19.9995
2380 | 2011-09-30 15:00:00,4,0,1,1,26.24,31.06,50,19.0012
2381 | 2011-09-30 16:00:00,4,0,1,1,25.42,31.06,53,15.0013
2382 | 2011-09-30 17:00:00,4,0,1,1,25.42,31.06,53,12.998
2383 | 2011-09-30 18:00:00,4,0,1,1,23.78,27.275,49,23.9994
2384 | 2011-09-30 19:00:00,4,0,1,1,22.14,25.76,52,19.0012
2385 | 2011-09-30 20:00:00,4,0,1,1,22.14,25.76,52,19.0012
2386 | 2011-09-30 21:00:00,4,0,1,1,21.32,25,55,12.998
2387 | 2011-09-30 22:00:00,4,0,1,1,21.32,25,55,22.0028
2388 | 2011-09-30 23:00:00,4,0,1,1,21.32,25,55,22.0028
2389 | 2011-10-20 00:00:00,4,0,1,1,22.96,26.515,94,19.9995
2390 | 2011-10-20 01:00:00,4,0,1,1,22.96,26.515,88,23.9994
2391 | 2011-10-20 02:00:00,4,0,1,1,22.96,26.515,88,30.0026
2392 | 2011-10-20 03:00:00,4,0,1,1,20.5,24.24,82,31.0009
2393 | 2011-10-20 04:00:00,4,0,1,1,20.5,24.24,82,31.0009
2394 | 2011-10-20 05:00:00,4,0,1,1,19.68,23.485,82,23.9994
2395 | 2011-10-20 06:00:00,4,0,1,1,18.04,21.97,82,27.9993
2396 | 2011-10-20 07:00:00,4,0,1,1,17.22,21.21,77,30.0026
2397 | 2011-10-20 08:00:00,4,0,1,1,18.04,21.97,67,35.0008
2398 | 2011-10-20 09:00:00,4,0,1,1,18.04,21.97,67,39.0007
2399 | 2011-10-20 10:00:00,4,0,1,1,18.86,22.725,59,30.0026
2400 | 2011-10-20 11:00:00,4,0,1,1,19.68,23.485,55,35.0008
2401 | 2011-10-20 12:00:00,4,0,1,1,19.68,23.485,48,35.0008
2402 | 2011-10-20 13:00:00,4,0,1,1,20.5,24.24,45,39.0007
2403 | 2011-10-20 14:00:00,4,0,1,2,19.68,23.485,48,36.9974
2404 | 2011-10-20 15:00:00,4,0,1,2,19.68,23.485,51,30.0026
2405 | 2011-10-20 16:00:00,4,0,1,2,19.68,23.485,51,30.0026
2406 | 2011-10-20 17:00:00,4,0,1,2,19.68,23.485,48,26.0027
2407 | 2011-10-20 18:00:00,4,0,1,2,18.86,22.725,51,19.9995
2408 | 2011-10-20 19:00:00,4,0,1,1,18.86,22.725,51,23.9994
2409 | 2011-10-20 20:00:00,4,0,1,2,18.86,22.725,51,22.0028
2410 | 2011-10-20 21:00:00,4,0,1,1,18.04,21.97,51,19.9995
2411 | 2011-10-20 22:00:00,4,0,1,1,18.04,21.97,51,22.0028
2412 | 2011-10-20 23:00:00,4,0,1,1,17.22,21.21,58,16.9979
2413 | 2011-10-21 00:00:00,4,0,1,1,16.4,20.455,62,16.9979
2414 | 2011-10-21 01:00:00,4,0,1,1,16.4,20.455,62,15.0013
2415 | 2011-10-21 02:00:00,4,0,1,1,15.58,19.695,66,11.0014
2416 | 2011-10-21 03:00:00,4,0,1,1,14.76,17.425,71,8.9981
2417 | 2011-10-21 04:00:00,4,0,1,1,14.76,17.425,71,11.0014
2418 | 2011-10-21 05:00:00,4,0,1,1,13.94,16.665,76,12.998
2419 | 2011-10-21 06:00:00,4,0,1,1,14.76,17.425,71,11.0014
2420 | 2011-10-21 07:00:00,4,0,1,1,14.76,17.425,71,11.0014
2421 | 2011-10-21 08:00:00,4,0,1,1,16.4,20.455,62,12.998
2422 | 2011-10-21 09:00:00,4,0,1,2,17.22,21.21,58,8.9981
2423 | 2011-10-21 10:00:00,4,0,1,1,18.86,22.725,51,11.0014
2424 | 2011-10-21 11:00:00,4,0,1,1,20.5,24.24,45,15.0013
2425 | 2011-10-21 12:00:00,4,0,1,1,20.5,24.24,45,19.9995
2426 | 2011-10-21 13:00:00,4,0,1,1,19.68,23.485,48,22.0028
2427 | 2011-10-21 14:00:00,4,0,1,1,21.32,25,42,19.9995
2428 | 2011-10-21 15:00:00,4,0,1,1,20.5,24.24,45,19.0012
2429 | 2011-10-21 16:00:00,4,0,1,1,20.5,24.24,45,16.9979
2430 | 2011-10-21 17:00:00,4,0,1,2,18.86,22.725,51,16.9979
2431 | 2011-10-21 18:00:00,4,0,1,2,18.04,21.97,54,16.9979
2432 | 2011-10-21 19:00:00,4,0,1,2,18.04,21.97,54,26.0027
2433 | 2011-10-21 20:00:00,4,0,1,2,18.04,21.97,54,15.0013
2434 | 2011-10-21 21:00:00,4,0,1,1,17.22,21.21,58,11.0014
2435 | 2011-10-21 22:00:00,4,0,1,1,17.22,21.21,54,11.0014
2436 | 2011-10-21 23:00:00,4,0,1,1,16.4,20.455,62,15.0013
2437 | 2011-10-22 00:00:00,4,0,0,1,16.4,20.455,62,12.998
2438 | 2011-10-22 01:00:00,4,0,0,1,16.4,20.455,62,12.998
2439 | 2011-10-22 02:00:00,4,0,0,1,16.4,20.455,62,16.9979
2440 | 2011-10-22 03:00:00,4,0,0,1,16.4,20.455,62,8.9981
2441 | 2011-10-22 04:00:00,4,0,0,1,15.58,19.695,66,6.0032
2442 | 2011-10-22 05:00:00,4,0,0,1,15.58,19.695,66,0
2443 | 2011-10-22 06:00:00,4,0,0,1,14.76,18.94,71,0
2444 | 2011-10-22 07:00:00,4,0,0,1,14.76,18.18,76,7.0015
2445 | 2011-10-22 08:00:00,4,0,0,1,16.4,20.455,71,0
2446 | 2011-10-22 09:00:00,4,0,0,1,17.22,21.21,67,6.0032
2447 | 2011-10-22 10:00:00,4,0,0,2,18.04,21.97,62,7.0015
2448 | 2011-10-22 11:00:00,4,0,0,2,18.04,21.97,62,7.0015
2449 | 2011-10-22 12:00:00,4,0,0,1,18.86,22.725,55,6.0032
2450 | 2011-10-22 13:00:00,4,0,0,1,20.5,24.24,45,0
2451 | 2011-10-22 14:00:00,4,0,0,2,19.68,23.485,48,15.0013
2452 | 2011-10-22 15:00:00,4,0,0,1,19.68,23.485,51,15.0013
2453 | 2011-10-22 16:00:00,4,0,0,1,20.5,24.24,45,12.998
2454 | 2011-10-22 17:00:00,4,0,0,1,18.86,22.725,55,8.9981
2455 | 2011-10-22 18:00:00,4,0,0,1,18.04,21.97,54,6.0032
2456 | 2011-10-22 19:00:00,4,0,0,1,18.04,21.97,67,0
2457 | 2011-10-22 20:00:00,4,0,0,1,17.22,21.21,67,0
2458 | 2011-10-22 21:00:00,4,0,0,1,16.4,20.455,76,0
2459 | 2011-10-22 22:00:00,4,0,0,1,16.4,20.455,76,0
2460 | 2011-10-22 23:00:00,4,0,0,1,15.58,19.695,82,0
2461 | 2011-10-23 00:00:00,4,0,0,1,14.76,18.94,87,0
2462 | 2011-10-23 01:00:00,4,0,0,1,14.76,18.94,87,0
2463 | 2011-10-23 02:00:00,4,0,0,1,13.94,17.425,87,6.0032
2464 | 2011-10-23 03:00:00,4,0,0,1,13.94,18.18,87,0
2465 | 2011-10-23 04:00:00,4,0,0,1,13.94,18.18,87,0
2466 | 2011-10-23 05:00:00,4,0,0,1,13.12,17.425,87,0
2467 | 2011-10-23 06:00:00,4,0,0,1,13.12,16.665,87,7.0015
2468 | 2011-10-23 07:00:00,4,0,0,1,13.94,17.425,87,6.0032
2469 | 2011-10-23 08:00:00,4,0,0,1,14.76,17.425,87,8.9981
2470 | 2011-10-23 09:00:00,4,0,0,1,16.4,20.455,76,0
2471 | 2011-10-23 10:00:00,4,0,0,1,17.22,21.21,71,6.0032
2472 | 2011-10-23 11:00:00,4,0,0,1,18.86,22.725,72,11.0014
2473 | 2011-10-23 12:00:00,4,0,0,1,20.5,24.24,59,16.9979
2474 | 2011-10-23 13:00:00,4,0,0,1,21.32,25,55,12.998
2475 | 2011-10-23 14:00:00,4,0,0,1,21.32,25,55,15.0013
2476 | 2011-10-23 15:00:00,4,0,0,1,21.32,25,52,11.0014
2477 | 2011-10-23 16:00:00,4,0,0,1,21.32,25,55,12.998
2478 | 2011-10-23 17:00:00,4,0,0,1,20.5,24.24,63,8.9981
2479 | 2011-10-23 18:00:00,4,0,0,1,20.5,24.24,63,7.0015
2480 | 2011-10-23 19:00:00,4,0,0,1,18.86,22.725,77,0
2481 | 2011-10-23 20:00:00,4,0,0,1,18.04,21.97,72,6.0032
2482 | 2011-10-23 21:00:00,4,0,0,1,18.04,21.97,72,6.0032
2483 | 2011-10-23 22:00:00,4,0,0,1,17.22,21.21,77,7.0015
2484 | 2011-10-23 23:00:00,4,0,0,1,17.22,21.21,77,11.0014
2485 | 2011-10-24 00:00:00,4,0,1,1,17.22,21.21,77,0
2486 | 2011-10-24 01:00:00,4,0,1,1,16.4,20.455,82,8.9981
2487 | 2011-10-24 02:00:00,4,0,1,1,16.4,20.455,87,7.0015
2488 | 2011-10-24 03:00:00,4,0,1,1,16.4,20.455,82,6.0032
2489 | 2011-10-24 04:00:00,4,0,1,1,16.4,20.455,82,0
2490 | 2011-10-24 05:00:00,4,0,1,1,15.58,19.695,87,0
2491 | 2011-10-24 06:00:00,4,0,1,1,16.4,20.455,87,7.0015
2492 | 2011-10-24 07:00:00,4,0,1,2,15.58,19.695,94,7.0015
2493 | 2011-10-24 08:00:00,4,0,1,2,17.22,21.21,88,11.0014
2494 | 2011-10-24 09:00:00,4,0,1,2,18.04,21.97,82,11.0014
2495 | 2011-10-24 10:00:00,4,0,1,2,18.86,22.725,82,16.9979
2496 | 2011-10-24 11:00:00,4,0,1,2,20.5,24.24,72,11.0014
2497 | 2011-10-24 12:00:00,4,0,1,2,21.32,25,68,7.0015
2498 | 2011-10-24 13:00:00,4,0,1,2,22.14,25.76,64,15.0013
2499 | 2011-10-24 14:00:00,4,0,1,2,22.14,25.76,64,12.998
2500 | 2011-10-24 15:00:00,4,0,1,1,22.96,26.515,60,11.0014
2501 | 2011-10-24 16:00:00,4,0,1,1,22.14,25.76,64,12.998
2502 | 2011-10-24 17:00:00,4,0,1,1,21.32,25,68,8.9981
2503 | 2011-10-24 18:00:00,4,0,1,1,22.14,25.76,60,6.0032
2504 | 2011-10-24 19:00:00,4,0,1,3,19.68,23.485,82,0
2505 | 2011-10-24 20:00:00,4,0,1,1,19.68,23.485,82,7.0015
2506 | 2011-10-24 21:00:00,4,0,1,1,18.86,22.725,87,7.0015
2507 | 2011-10-24 22:00:00,4,0,1,1,19.68,23.485,75,11.0014
2508 | 2011-10-24 23:00:00,4,0,1,1,18.86,22.725,77,6.0032
2509 | 2011-10-25 00:00:00,4,0,1,1,18.04,21.97,77,8.9981
2510 | 2011-10-25 01:00:00,4,0,1,1,18.04,21.97,77,8.9981
2511 | 2011-10-25 02:00:00,4,0,1,1,17.22,21.21,82,8.9981
2512 | 2011-10-25 03:00:00,4,0,1,1,16.4,20.455,87,0
2513 | 2011-10-25 04:00:00,4,0,1,1,15.58,19.695,87,8.9981
2514 | 2011-10-25 05:00:00,4,0,1,1,15.58,19.695,87,8.9981
2515 | 2011-10-25 06:00:00,4,0,1,1,15.58,19.695,82,7.0015
2516 | 2011-10-25 07:00:00,4,0,1,1,16.4,20.455,76,12.998
2517 | 2011-10-25 08:00:00,4,0,1,1,18.04,21.97,72,0
2518 | 2011-10-25 09:00:00,4,0,1,1,19.68,23.485,55,15.0013
2519 | 2011-10-25 10:00:00,4,0,1,1,20.5,24.24,51,16.9979
2520 | 2011-10-25 11:00:00,4,0,1,1,21.32,25,48,19.0012
2521 | 2011-10-25 12:00:00,4,0,1,1,22.14,25.76,39,23.9994
2522 | 2011-10-25 13:00:00,4,0,1,1,22.96,26.515,37,26.0027
2523 | 2011-10-25 14:00:00,4,0,1,1,22.96,26.515,40,16.9979
2524 | 2011-10-25 15:00:00,4,0,1,1,22.96,26.515,37,7.0015
2525 | 2011-10-25 16:00:00,4,0,1,1,22.96,26.515,37,12.998
2526 | 2011-10-25 17:00:00,4,0,1,1,22.96,26.515,37,7.0015
2527 | 2011-10-25 18:00:00,4,0,1,1,21.32,25,42,7.0015
2528 | 2011-10-25 19:00:00,4,0,1,1,19.68,23.485,67,12.998
2529 | 2011-10-25 20:00:00,4,0,1,1,18.86,22.725,67,7.0015
2530 | 2011-10-25 21:00:00,4,0,1,1,18.04,21.97,72,8.9981
2531 | 2011-10-25 22:00:00,4,0,1,1,18.86,22.725,67,12.998
2532 | 2011-10-25 23:00:00,4,0,1,1,18.04,21.97,72,8.9981
2533 | 2011-10-26 00:00:00,4,0,1,1,18.04,21.97,72,12.998
2534 | 2011-10-26 01:00:00,4,0,1,1,18.04,21.97,67,16.9979
2535 | 2011-10-26 02:00:00,4,0,1,1,18.04,21.97,67,11.0014
2536 | 2011-10-26 03:00:00,4,0,1,1,18.04,21.97,67,15.0013
2537 | 2011-10-26 04:00:00,4,0,1,1,17.22,21.21,71,16.9979
2538 | 2011-10-26 05:00:00,4,0,1,1,17.22,21.21,71,15.0013
2539 | 2011-10-26 06:00:00,4,0,1,1,17.22,21.21,71,15.0013
2540 | 2011-10-26 07:00:00,4,0,1,1,17.22,21.21,71,11.0014
2541 | 2011-10-26 08:00:00,4,0,1,2,18.04,21.97,67,12.998
2542 | 2011-10-26 09:00:00,4,0,1,2,19.68,23.485,63,15.0013
2543 | 2011-10-26 10:00:00,4,0,1,2,21.32,25,62,16.9979
2544 | 2011-10-26 11:00:00,4,0,1,1,21.32,25,59,22.0028
2545 | 2011-10-26 12:00:00,4,0,1,3,23.78,27.275,53,15.0013
2546 | 2011-10-26 13:00:00,4,0,1,3,22.96,26.515,60,7.0015
2547 | 2011-10-26 14:00:00,4,0,1,2,21.32,25,77,0
2548 | 2011-10-26 15:00:00,4,0,1,2,21.32,25,77,0
2549 | 2011-10-26 16:00:00,4,0,1,2,21.32,25,77,6.0032
2550 | 2011-10-26 17:00:00,4,0,1,2,21.32,25,77,7.0015
2551 | 2011-10-26 18:00:00,4,0,1,1,21.32,25,77,11.0014
2552 | 2011-10-26 19:00:00,4,0,1,1,20.5,24.24,82,0
2553 | 2011-10-26 20:00:00,4,0,1,1,20.5,24.24,88,0
2554 | 2011-10-26 21:00:00,4,0,1,2,21.32,25,77,0
2555 | 2011-10-26 22:00:00,4,0,1,2,19.68,23.485,88,6.0032
2556 | 2011-10-26 23:00:00,4,0,1,2,19.68,23.485,88,6.0032
2557 | 2011-10-27 00:00:00,4,0,1,1,18.86,22.725,94,0
2558 | 2011-10-27 01:00:00,4,0,1,1,18.86,22.725,94,0
2559 | 2011-10-27 02:00:00,4,0,1,3,18.86,22.725,94,0
2560 | 2011-10-27 03:00:00,4,0,1,3,18.86,22.725,94,0
2561 | 2011-10-27 04:00:00,4,0,1,3,19.68,23.485,88,0
2562 | 2011-10-27 05:00:00,4,0,1,3,19.68,23.485,88,6.0032
2563 | 2011-10-27 06:00:00,4,0,1,3,20.5,24.24,82,0
2564 | 2011-10-27 07:00:00,4,0,1,2,18.86,22.725,94,6.0032
2565 | 2011-10-27 08:00:00,4,0,1,3,19.68,23.485,88,12.998
2566 | 2011-10-27 09:00:00,4,0,1,2,20.5,24.24,82,11.0014
2567 | 2011-10-27 10:00:00,4,0,1,3,20.5,24.24,88,12.998
2568 | 2011-10-27 11:00:00,4,0,1,3,20.5,24.24,88,8.9981
2569 | 2011-10-27 12:00:00,4,0,1,3,20.5,24.24,88,8.9981
2570 | 2011-10-27 13:00:00,4,0,1,2,20.5,24.24,88,11.0014
2571 | 2011-10-27 14:00:00,4,0,1,2,21.32,25,83,0
2572 | 2011-10-27 15:00:00,4,0,1,2,21.32,25,83,7.0015
2573 | 2011-10-27 16:00:00,4,0,1,2,22.96,26.515,73,11.0014
2574 | 2011-10-27 17:00:00,4,0,1,2,20.5,24.24,72,31.0009
2575 | 2011-10-27 18:00:00,4,0,1,2,19.68,23.485,67,31.0009
2576 | 2011-10-27 19:00:00,4,0,1,2,18.04,21.97,67,31.0009
2577 | 2011-10-27 20:00:00,4,0,1,1,17.22,21.21,67,32.9975
2578 | 2011-10-27 21:00:00,4,0,1,1,16.4,20.455,62,35.0008
2579 | 2011-10-27 22:00:00,4,0,1,1,14.76,15.91,66,32.9975
2580 | 2011-10-27 23:00:00,4,0,1,1,13.94,15.15,61,27.9993
2581 | 2011-10-28 00:00:00,4,0,1,1,13.94,15.91,66,16.9979
2582 | 2011-10-28 01:00:00,4,0,1,1,13.12,15.15,66,16.9979
2583 | 2011-10-28 02:00:00,4,0,1,1,13.12,15.15,66,19.0012
2584 | 2011-10-28 03:00:00,4,0,1,1,12.3,14.395,70,19.0012
2585 | 2011-10-28 04:00:00,4,0,1,1,12.3,14.395,65,19.0012
2586 | 2011-10-28 05:00:00,4,0,1,2,12.3,14.395,61,16.9979
2587 | 2011-10-28 06:00:00,4,0,1,1,11.48,13.635,65,16.9979
2588 | 2011-10-28 07:00:00,4,0,1,1,11.48,13.635,65,16.9979
2589 | 2011-10-28 08:00:00,4,0,1,1,12.3,14.395,61,19.0012
2590 | 2011-10-28 09:00:00,4,0,1,1,13.12,15.15,57,15.0013
2591 | 2011-10-28 10:00:00,4,0,1,1,13.94,15.91,57,15.0013
2592 | 2011-10-28 11:00:00,4,0,1,1,14.76,17.425,50,15.0013
2593 | 2011-10-28 12:00:00,4,0,1,2,15.58,19.695,40,11.0014
2594 | 2011-10-28 13:00:00,4,0,1,2,15.58,19.695,42,15.0013
2595 | 2011-10-28 14:00:00,4,0,1,2,14.76,17.425,46,12.998
2596 | 2011-10-28 15:00:00,4,0,1,2,14.76,16.665,43,16.9979
2597 | 2011-10-28 16:00:00,4,0,1,2,14.76,17.425,46,11.0014
2598 | 2011-10-28 17:00:00,4,0,1,2,14.76,17.425,50,8.9981
2599 | 2011-10-28 18:00:00,4,0,1,2,14.76,17.425,53,11.0014
2600 | 2011-10-28 19:00:00,4,0,1,2,14.76,17.425,50,8.9981
2601 | 2011-10-28 20:00:00,4,0,1,3,13.94,15.91,61,15.0013
2602 | 2011-10-28 21:00:00,4,0,1,3,13.12,15.91,70,11.0014
2603 | 2011-10-28 22:00:00,4,0,1,3,12.3,14.395,75,19.0012
2604 | 2011-10-28 23:00:00,4,0,1,3,12.3,13.635,81,22.0028
2605 | 2011-10-29 00:00:00,4,0,0,3,11.48,12.88,87,19.9995
2606 | 2011-10-29 01:00:00,4,0,0,3,12.3,13.635,87,19.9995
2607 | 2011-10-29 02:00:00,4,0,0,3,12.3,13.635,87,19.9995
2608 | 2011-10-29 03:00:00,4,0,0,3,12.3,13.635,81,27.9993
2609 | 2011-10-29 04:00:00,4,0,0,3,12.3,13.635,81,27.9993
2610 | 2011-10-29 05:00:00,4,0,0,3,10.66,11.365,93,23.9994
2611 | 2011-10-29 06:00:00,4,0,0,3,10.66,11.365,87,23.9994
2612 | 2011-10-29 07:00:00,4,0,0,3,10.66,11.365,87,23.9994
2613 | 2011-10-29 08:00:00,4,0,0,3,11.48,12.88,87,23.9994
2614 | 2011-10-29 09:00:00,4,0,0,3,11.48,12.88,87,23.9994
2615 | 2011-10-29 10:00:00,4,0,0,3,10.66,11.365,93,22.0028
2616 | 2011-10-29 11:00:00,4,0,0,3,10.66,11.365,93,26.0027
2617 | 2011-10-29 12:00:00,4,0,0,3,9.84,9.85,87,32.9975
2618 | 2011-10-29 13:00:00,4,0,0,3,9.84,9.85,87,35.0008
2619 | 2011-10-29 14:00:00,4,0,0,3,9.84,9.85,87,30.0026
2620 | 2011-10-29 15:00:00,4,0,0,3,9.02,10.605,93,16.9979
2621 | 2011-10-29 16:00:00,4,0,0,3,9.02,9.85,93,22.0028
2622 | 2011-10-29 17:00:00,4,0,0,3,9.02,9.85,93,22.0028
2623 | 2011-10-29 18:00:00,4,0,0,3,9.02,9.85,93,22.0028
2624 | 2011-10-29 19:00:00,4,0,0,1,9.84,10.605,87,23.9994
2625 | 2011-10-29 20:00:00,4,0,0,1,9.84,10.605,87,23.9994
2626 | 2011-10-29 21:00:00,4,0,0,1,9.84,10.605,87,23.9994
2627 | 2011-10-29 22:00:00,4,0,0,1,9.02,10.605,87,15.0013
2628 | 2011-10-29 23:00:00,4,0,0,1,9.02,11.365,87,12.998
2629 | 2011-10-30 00:00:00,4,0,0,1,9.02,10.605,87,15.0013
2630 | 2011-10-30 01:00:00,4,0,0,1,9.02,10.605,87,16.9979
2631 | 2011-10-30 02:00:00,4,0,0,1,9.02,10.605,87,19.0012
2632 | 2011-10-30 03:00:00,4,0,0,1,9.84,10.605,75,23.9994
2633 | 2011-10-30 04:00:00,4,0,0,1,9.02,9.85,80,22.0028
2634 | 2011-10-30 05:00:00,4,0,0,1,9.84,10.605,75,19.9995
2635 | 2011-10-30 06:00:00,4,0,0,1,9.84,11.365,75,16.9979
2636 | 2011-10-30 07:00:00,4,0,0,1,9.84,14.395,75,0
2637 | 2011-10-30 08:00:00,4,0,0,1,10.66,12.88,70,15.0013
2638 | 2011-10-30 09:00:00,4,0,0,1,12.3,14.395,65,16.9979
2639 | 2011-10-30 10:00:00,4,0,0,1,13.12,16.665,61,6.0032
2640 | 2011-10-30 11:00:00,4,0,0,1,14.76,17.425,53,15.0013
2641 | 2011-10-30 12:00:00,4,0,0,1,15.58,19.695,50,12.998
2642 | 2011-10-30 13:00:00,4,0,0,1,16.4,20.455,43,15.0013
2643 | 2011-10-30 14:00:00,4,0,0,1,17.22,21.21,38,12.998
2644 | 2011-10-30 15:00:00,4,0,0,1,17.22,21.21,35,11.0014
2645 | 2011-10-30 16:00:00,4,0,0,1,17.22,21.21,32,8.9981
2646 | 2011-10-30 17:00:00,4,0,0,1,16.4,20.455,35,7.0015
2647 | 2011-10-30 18:00:00,4,0,0,1,14.76,17.425,40,8.9981
2648 | 2011-10-30 19:00:00,4,0,0,1,22.96,26.515,49,19.9995
2649 | 2011-10-30 20:00:00,4,0,0,1,13.94,18.18,57,0
2650 | 2011-10-30 21:00:00,4,0,0,1,13.12,17.425,66,0
2651 | 2011-10-30 22:00:00,4,0,0,1,12.3,16.665,75,0
2652 | 2011-10-30 23:00:00,4,0,0,1,10.66,15.15,87,0
2653 | 2011-10-31 00:00:00,4,0,1,1,10.66,15.15,87,0
2654 | 2011-10-31 01:00:00,4,0,1,1,10.66,15.15,81,0
2655 | 2011-10-31 02:00:00,4,0,1,1,9.84,14.395,87,0
2656 | 2011-10-31 03:00:00,4,0,1,1,9.84,12.88,87,7.0015
2657 | 2011-10-31 04:00:00,4,0,1,1,9.84,14.395,87,0
2658 | 2011-10-31 05:00:00,4,0,1,1,9.02,13.635,93,0
2659 | 2011-10-31 06:00:00,4,0,1,1,9.84,14.395,87,0
2660 | 2011-10-31 07:00:00,4,0,1,1,9.84,14.395,93,0
2661 | 2011-10-31 08:00:00,4,0,1,2,11.48,15.91,87,0
2662 | 2011-10-31 09:00:00,4,0,1,2,13.12,15.91,76,11.0014
2663 | 2011-10-31 10:00:00,4,0,1,2,14.76,17.425,57,11.0014
2664 | 2011-10-31 11:00:00,4,0,1,1,16.4,20.455,50,8.9981
2665 | 2011-10-31 12:00:00,4,0,1,1,17.22,21.21,44,15.0013
2666 | 2011-10-31 13:00:00,4,0,1,2,18.04,21.97,44,15.0013
2667 | 2011-10-31 14:00:00,4,0,1,2,18.04,21.97,47,15.0013
2668 | 2011-10-31 15:00:00,4,0,1,1,18.04,21.97,47,11.0014
2669 | 2011-10-31 16:00:00,4,0,1,1,17.22,21.21,54,11.0014
2670 | 2011-10-31 17:00:00,4,0,1,1,17.22,21.21,54,8.9981
2671 | 2011-10-31 18:00:00,4,0,1,1,16.4,20.455,66,6.0032
2672 | 2011-10-31 19:00:00,4,0,1,1,16.4,20.455,66,6.0032
2673 | 2011-10-31 20:00:00,4,0,1,1,16.4,20.455,66,6.0032
2674 | 2011-10-31 21:00:00,4,0,1,2,14.76,17.425,76,12.998
2675 | 2011-10-31 22:00:00,4,0,1,2,14.76,17.425,76,12.998
2676 | 2011-10-31 23:00:00,4,0,1,2,14.76,17.425,76,12.998
2677 | 2011-11-20 00:00:00,4,0,0,1,15.58,19.695,66,11.0014
2678 | 2011-11-20 01:00:00,4,0,0,1,16.4,20.455,62,16.9979
2679 | 2011-11-20 02:00:00,4,0,0,1,16.4,20.455,62,19.0012
2680 | 2011-11-20 03:00:00,4,0,0,2,16.4,20.455,66,19.0012
2681 | 2011-11-20 04:00:00,4,0,0,2,16.4,20.455,71,19.0012
2682 | 2011-11-20 05:00:00,4,0,0,2,17.22,21.21,67,19.0012
2683 | 2011-11-20 06:00:00,4,0,0,2,17.22,21.21,67,16.9979
2684 | 2011-11-20 07:00:00,4,0,0,1,17.22,21.21,67,15.0013
2685 | 2011-11-20 08:00:00,4,0,0,2,17.22,21.21,71,19.0012
2686 | 2011-11-20 09:00:00,4,0,0,1,18.04,21.97,72,11.0014
2687 | 2011-11-20 10:00:00,4,0,0,2,18.04,21.97,72,7.0015
2688 | 2011-11-20 11:00:00,4,0,0,2,20.5,24.24,63,7.0015
2689 | 2011-11-20 12:00:00,4,0,0,2,20.5,24.24,63,8.9981
2690 | 2011-11-20 13:00:00,4,0,0,2,22.14,25.76,60,12.998
2691 | 2011-11-20 14:00:00,4,0,0,1,21.32,25,63,16.9979
2692 | 2011-11-20 15:00:00,4,0,0,2,21.32,25,68,12.998
2693 | 2011-11-20 16:00:00,4,0,0,2,21.32,25,63,8.9981
2694 | 2011-11-20 17:00:00,4,0,0,2,21.32,25,63,12.998
2695 | 2011-11-20 18:00:00,4,0,0,2,22.14,25.76,64,12.998
2696 | 2011-11-20 19:00:00,4,0,0,2,20.5,24.24,72,7.0015
2697 | 2011-11-20 20:00:00,4,0,0,2,21.32,25,68,7.0015
2698 | 2011-11-20 21:00:00,4,0,0,2,19.68,23.485,77,6.0032
2699 | 2011-11-20 22:00:00,4,0,0,3,18.86,22.725,88,6.0032
2700 | 2011-11-20 23:00:00,4,0,0,3,18.86,22.725,88,6.0032
2701 | 2011-11-21 00:00:00,4,0,1,2,18.86,22.725,94,0
2702 | 2011-11-21 01:00:00,4,0,1,3,18.86,22.725,94,12.998
2703 | 2011-11-21 02:00:00,4,0,1,3,18.04,21.97,100,12.998
2704 | 2011-11-21 03:00:00,4,0,1,3,18.04,21.97,100,8.9981
2705 | 2011-11-21 04:00:00,4,0,1,3,18.04,21.97,100,8.9981
2706 | 2011-11-21 05:00:00,4,0,1,2,18.04,21.97,100,0
2707 | 2011-11-21 06:00:00,4,0,1,2,17.22,21.21,100,0
2708 | 2011-11-21 07:00:00,4,0,1,2,18.86,22.725,94,11.0014
2709 | 2011-11-21 08:00:00,4,0,1,2,18.86,22.725,94,0
2710 | 2011-11-21 09:00:00,4,0,1,2,19.68,23.485,94,7.0015
2711 | 2011-11-21 10:00:00,4,0,1,2,21.32,25,83,0
2712 | 2011-11-21 11:00:00,4,0,1,2,21.32,25,83,7.0015
2713 | 2011-11-21 12:00:00,4,0,1,2,20.5,24.24,77,8.9981
2714 | 2011-11-21 13:00:00,4,0,1,2,20.5,24.24,77,8.9981
2715 | 2011-11-21 14:00:00,4,0,1,2,19.68,23.485,82,12.998
2716 | 2011-11-21 15:00:00,4,0,1,3,18.04,21.97,94,15.0013
2717 | 2011-11-21 16:00:00,4,0,1,3,18.04,21.97,94,15.0013
2718 | 2011-11-21 17:00:00,4,0,1,3,17.22,21.21,94,19.9995
2719 | 2011-11-21 18:00:00,4,0,1,3,17.22,21.21,88,12.998
2720 | 2011-11-21 19:00:00,4,0,1,3,16.4,20.455,94,12.998
2721 | 2011-11-21 20:00:00,4,0,1,3,16.4,20.455,87,15.0013
2722 | 2011-11-21 21:00:00,4,0,1,3,16.4,20.455,87,11.0014
2723 | 2011-11-21 22:00:00,4,0,1,3,16.4,20.455,87,8.9981
2724 | 2011-11-21 23:00:00,4,0,1,3,16.4,20.455,87,11.0014
2725 | 2011-11-22 00:00:00,4,0,1,3,15.58,19.695,94,7.0015
2726 | 2011-11-22 01:00:00,4,0,1,3,16.4,20.455,94,8.9981
2727 | 2011-11-22 02:00:00,4,0,1,3,15.58,19.695,100,7.0015
2728 | 2011-11-22 03:00:00,4,0,1,3,15.58,19.695,100,7.0015
2729 | 2011-11-22 04:00:00,4,0,1,3,15.58,19.695,94,11.0014
2730 | 2011-11-22 05:00:00,4,0,1,3,15.58,19.695,94,11.0014
2731 | 2011-11-22 06:00:00,4,0,1,2,15.58,19.695,94,7.0015
2732 | 2011-11-22 07:00:00,4,0,1,3,15.58,19.695,94,15.0013
2733 | 2011-11-22 08:00:00,4,0,1,3,15.58,19.695,94,15.0013
2734 | 2011-11-22 09:00:00,4,0,1,3,16.4,20.455,94,0
2735 | 2011-11-22 10:00:00,4,0,1,3,16.4,20.455,94,0
2736 | 2011-11-22 11:00:00,4,0,1,3,16.4,20.455,94,8.9981
2737 | 2011-11-22 12:00:00,4,0,1,3,16.4,20.455,100,6.0032
2738 | 2011-11-22 13:00:00,4,0,1,3,17.22,21.21,100,6.0032
2739 | 2011-11-22 14:00:00,4,0,1,3,17.22,21.21,100,6.0032
2740 | 2011-11-22 15:00:00,4,0,1,3,18.04,21.97,94,0
2741 | 2011-11-22 16:00:00,4,0,1,3,18.04,21.97,94,0
2742 | 2011-11-22 17:00:00,4,0,1,3,18.04,21.97,100,6.0032
2743 | 2011-11-22 18:00:00,4,0,1,3,18.04,21.97,100,0
2744 | 2011-11-22 19:00:00,4,0,1,3,18.86,22.725,94,7.0015
2745 | 2011-11-22 20:00:00,4,0,1,2,18.86,22.725,100,15.0013
2746 | 2011-11-22 21:00:00,4,0,1,2,18.86,22.725,100,16.9979
2747 | 2011-11-22 22:00:00,4,0,1,2,20.5,24.24,94,12.998
2748 | 2011-11-22 23:00:00,4,0,1,2,19.68,23.485,94,16.9979
2749 | 2011-11-23 00:00:00,4,0,1,2,19.68,23.485,94,16.9979
2750 | 2011-11-23 01:00:00,4,0,1,2,19.68,23.485,94,19.9995
2751 | 2011-11-23 02:00:00,4,0,1,3,20.5,24.24,94,23.9994
2752 | 2011-11-23 03:00:00,4,0,1,3,20.5,24.24,94,23.9994
2753 | 2011-11-23 04:00:00,4,0,1,3,21.32,25,88,23.9994
2754 | 2011-11-23 05:00:00,4,0,1,2,18.86,22.725,94,12.998
2755 | 2011-11-23 06:00:00,4,0,1,2,18.04,21.97,100,0
2756 | 2011-11-23 07:00:00,4,0,1,2,18.86,22.725,100,6.0032
2757 | 2011-11-23 08:00:00,4,0,1,2,19.68,23.485,94,7.0015
2758 | 2011-11-23 09:00:00,4,0,1,2,21.32,25,94,12.998
2759 | 2011-11-23 10:00:00,4,0,1,2,21.32,25,94,12.998
2760 | 2011-11-23 11:00:00,4,0,1,2,20.5,24.24,72,27.9993
2761 | 2011-11-23 12:00:00,4,0,1,1,19.68,23.485,55,27.9993
2762 | 2011-11-23 13:00:00,4,0,1,2,18.04,21.97,54,32.9975
2763 | 2011-11-23 14:00:00,4,0,1,1,17.22,21.21,54,31.0009
2764 | 2011-11-23 15:00:00,4,0,1,2,17.22,21.21,54,30.0026
2765 | 2011-11-23 16:00:00,4,0,1,2,16.4,20.455,62,31.0009
2766 | 2011-11-23 17:00:00,4,0,1,3,15.58,19.695,71,26.0027
2767 | 2011-11-23 18:00:00,4,0,1,2,16.4,20.455,58,35.0008
2768 | 2011-11-23 19:00:00,4,0,1,1,15.58,19.695,58,26.0027
2769 | 2011-11-23 20:00:00,4,0,1,1,14.76,16.665,62,26.0027
2770 | 2011-11-23 21:00:00,4,0,1,1,14.76,15.91,57,31.0009
2771 | 2011-11-23 22:00:00,4,0,1,1,13.94,15.15,61,30.0026
2772 | 2011-11-23 23:00:00,4,0,1,1,13.94,15.15,61,23.9994
2773 | 2011-11-24 00:00:00,4,1,0,1,13.12,15.15,57,15.0013
2774 | 2011-11-24 01:00:00,4,1,0,1,13.12,14.395,57,27.9993
2775 | 2011-11-24 02:00:00,4,1,0,1,12.3,14.395,61,19.0012
2776 | 2011-11-24 03:00:00,4,1,0,1,11.48,14.395,65,8.9981
2777 | 2011-11-24 04:00:00,4,1,0,1,12.3,15.91,61,6.0032
2778 | 2011-11-24 05:00:00,4,1,0,1,12.3,15.91,61,7.0015
2779 | 2011-11-24 06:00:00,4,1,0,1,12.3,15.91,61,6.0032
2780 | 2011-11-24 07:00:00,4,1,0,1,10.66,13.635,75,7.0015
2781 | 2011-11-24 08:00:00,4,1,0,1,12.3,15.91,65,6.0032
2782 | 2011-11-24 09:00:00,4,1,0,1,13.94,17.425,61,0
2783 | 2011-11-24 10:00:00,4,1,0,1,14.76,18.94,57,0
2784 | 2011-11-24 11:00:00,4,1,0,1,17.22,21.21,41,19.9995
2785 | 2011-11-24 12:00:00,4,1,0,1,18.86,22.725,36,15.0013
2786 | 2011-11-24 13:00:00,4,1,0,1,19.68,23.485,33,15.0013
2787 | 2011-11-24 14:00:00,4,1,0,1,20.5,24.24,31,19.9995
2788 | 2011-11-24 15:00:00,4,1,0,1,20.5,24.24,31,16.9979
2789 | 2011-11-24 16:00:00,4,1,0,1,20.5,24.24,34,19.0012
2790 | 2011-11-24 17:00:00,4,1,0,1,19.68,23.485,33,7.0015
2791 | 2011-11-24 18:00:00,4,1,0,1,17.22,21.21,50,6.0032
2792 | 2011-11-24 19:00:00,4,1,0,1,16.4,20.455,54,7.0015
2793 | 2011-11-24 20:00:00,4,1,0,1,14.76,17.425,76,11.0014
2794 | 2011-11-24 21:00:00,4,1,0,1,14.76,17.425,71,11.0014
2795 | 2011-11-24 22:00:00,4,1,0,1,14.76,17.425,71,11.0014
2796 | 2011-11-24 23:00:00,4,1,0,1,13.94,17.425,76,7.0015
2797 | 2011-11-25 00:00:00,4,0,1,1,13.94,16.665,76,11.0014
2798 | 2011-11-25 01:00:00,4,0,1,1,13.94,18.18,76,0
2799 | 2011-11-25 02:00:00,4,0,1,1,11.48,14.395,81,7.0015
2800 | 2011-11-25 03:00:00,4,0,1,1,11.48,14.395,75,7.0015
2801 | 2011-11-25 04:00:00,4,0,1,1,12.3,15.91,75,7.0015
2802 | 2011-11-25 05:00:00,4,0,1,1,11.48,15.91,75,0
2803 | 2011-11-25 06:00:00,4,0,1,1,10.66,13.635,81,7.0015
2804 | 2011-11-25 07:00:00,4,0,1,1,10.66,15.15,81,0
2805 | 2011-11-25 08:00:00,4,0,1,1,10.66,13.635,81,8.9981
2806 | 2011-11-25 09:00:00,4,0,1,1,13.12,17.425,76,0
2807 | 2011-11-25 10:00:00,4,0,1,1,14.76,17.425,71,11.0014
2808 | 2011-11-25 11:00:00,4,0,1,1,16.4,20.455,66,7.0015
2809 | 2011-11-25 12:00:00,4,0,1,1,18.86,22.725,51,7.0015
2810 | 2011-11-25 13:00:00,4,0,1,1,20.5,24.24,45,15.0013
2811 | 2011-11-25 14:00:00,4,0,1,1,21.32,25,39,15.0013
2812 | 2011-11-25 15:00:00,4,0,1,1,21.32,25,36,12.998
2813 | 2011-11-25 16:00:00,4,0,1,1,20.5,24.24,39,11.0014
2814 | 2011-11-25 17:00:00,4,0,1,1,20.5,24.24,34,7.0015
2815 | 2011-11-25 18:00:00,4,0,1,1,18.86,22.725,44,6.0032
2816 | 2011-11-25 19:00:00,4,0,1,1,17.22,21.21,67,0
2817 | 2011-11-25 20:00:00,4,0,1,1,16.4,20.455,58,6.0032
2818 | 2011-11-25 21:00:00,4,0,1,1,14.76,18.94,71,0
2819 | 2011-11-25 22:00:00,4,0,1,1,13.94,17.425,71,6.0032
2820 | 2011-11-25 23:00:00,4,0,1,1,13.94,17.425,76,7.0015
2821 | 2011-11-26 00:00:00,4,0,0,1,13.94,17.425,76,7.0015
2822 | 2011-11-26 01:00:00,4,0,0,1,13.12,16.665,76,6.0032
2823 | 2011-11-26 02:00:00,4,0,0,1,12.3,15.91,81,7.0015
2824 | 2011-11-26 03:00:00,4,0,0,1,12.3,16.665,81,0
2825 | 2011-11-26 04:00:00,4,0,0,1,12.3,16.665,81,0
2826 | 2011-11-26 05:00:00,4,0,0,1,12.3,15.91,75,7.0015
2827 | 2011-11-26 06:00:00,4,0,0,2,12.3,15.91,75,6.0032
2828 | 2011-11-26 07:00:00,4,0,0,1,10.66,13.635,87,7.0015
2829 | 2011-11-26 08:00:00,4,0,0,1,13.12,16.665,76,6.0032
2830 | 2011-11-26 09:00:00,4,0,0,1,13.94,17.425,76,6.0032
2831 | 2011-11-26 10:00:00,4,0,0,1,14.76,18.94,81,0
2832 | 2011-11-26 11:00:00,4,0,0,1,16.4,20.455,62,7.0015
2833 | 2011-11-26 12:00:00,4,0,0,1,18.04,21.97,51,0
2834 | 2011-11-26 13:00:00,4,0,0,1,19.68,23.485,44,0
2835 | 2011-11-26 14:00:00,4,0,0,2,19.68,23.485,48,8.9981
2836 | 2011-11-26 15:00:00,4,0,0,2,20.5,24.24,42,7.0015
2837 | 2011-11-26 16:00:00,4,0,0,2,18.86,22.725,47,8.9981
2838 | 2011-11-26 17:00:00,4,0,0,2,18.86,22.725,47,8.9981
2839 | 2011-11-26 18:00:00,4,0,0,2,17.22,21.21,62,11.0014
2840 | 2011-11-26 19:00:00,4,0,0,2,16.4,20.455,71,6.0032
2841 | 2011-11-26 20:00:00,4,0,0,2,17.22,21.21,58,0
2842 | 2011-11-26 21:00:00,4,0,0,2,15.58,19.695,82,0
2843 | 2011-11-26 22:00:00,4,0,0,2,15.58,19.695,76,0
2844 | 2011-11-26 23:00:00,4,0,0,1,14.76,18.94,81,0
2845 | 2011-11-27 00:00:00,4,0,0,1,14.76,18.94,81,0
2846 | 2011-11-27 01:00:00,4,0,0,1,14.76,18.94,81,0
2847 | 2011-11-27 02:00:00,4,0,0,1,13.94,18.18,81,0
2848 | 2011-11-27 03:00:00,4,0,0,1,13.94,18.18,87,0
2849 | 2011-11-27 04:00:00,4,0,0,1,13.94,17.425,87,7.0015
2850 | 2011-11-27 05:00:00,4,0,0,1,14.76,17.425,87,12.998
2851 | 2011-11-27 06:00:00,4,0,0,1,15.58,19.695,82,11.0014
2852 | 2011-11-27 07:00:00,4,0,0,1,15.58,19.695,87,15.0013
2853 | 2011-11-27 08:00:00,4,0,0,1,16.4,20.455,82,19.9995
2854 | 2011-11-27 09:00:00,4,0,0,1,18.86,22.725,72,19.0012
2855 | 2011-11-27 10:00:00,4,0,0,1,18.86,22.725,72,19.0012
2856 | 2011-11-27 11:00:00,4,0,0,1,20.5,24.24,63,23.9994
2857 | 2011-11-27 12:00:00,4,0,0,1,22.14,25.76,56,19.0012
2858 | 2011-11-27 13:00:00,4,0,0,1,22.14,25.76,60,12.998
2859 | 2011-11-27 14:00:00,4,0,0,1,25.42,31.06,43,31.0009
2860 | 2011-11-27 15:00:00,4,0,0,1,25.42,31.06,43,19.0012
2861 | 2011-11-27 16:00:00,4,0,0,1,22.96,26.515,52,16.9979
2862 | 2011-11-27 17:00:00,4,0,0,1,22.14,25.76,56,12.998
2863 | 2011-11-27 18:00:00,4,0,0,1,20.5,24.24,63,11.0014
2864 | 2011-11-27 19:00:00,4,0,0,1,19.68,23.485,67,15.0013
2865 | 2011-11-27 20:00:00,4,0,0,1,20.5,24.24,63,16.9979
2866 | 2011-11-27 21:00:00,4,0,0,1,19.68,23.485,67,19.0012
2867 | 2011-11-27 22:00:00,4,0,0,1,19.68,23.485,72,16.9979
2868 | 2011-11-27 23:00:00,4,0,0,1,19.68,23.485,72,16.9979
2869 | 2011-11-28 00:00:00,4,0,1,1,18.86,22.725,77,19.0012
2870 | 2011-11-28 01:00:00,4,0,1,1,18.86,22.725,77,19.9995
2871 | 2011-11-28 03:00:00,4,0,1,1,18.04,21.97,88,15.0013
2872 | 2011-11-28 04:00:00,4,0,1,1,18.04,21.97,82,6.0032
2873 | 2011-11-28 05:00:00,4,0,1,1,16.4,20.455,87,0
2874 | 2011-11-28 06:00:00,4,0,1,1,17.22,21.21,82,6.0032
2875 | 2011-11-28 07:00:00,4,0,1,1,17.22,21.21,88,0
2876 | 2011-11-28 08:00:00,4,0,1,2,17.22,21.21,94,0
2877 | 2011-11-28 09:00:00,4,0,1,2,18.04,21.97,88,15.0013
2878 | 2011-11-28 10:00:00,4,0,1,2,19.68,23.485,77,8.9981
2879 | 2011-11-28 11:00:00,4,0,1,2,21.32,25,68,7.0015
2880 | 2011-11-28 12:00:00,4,0,1,1,22.96,26.515,60,7.0015
2881 | 2011-11-28 13:00:00,4,0,1,2,23.78,27.275,56,0
2882 | 2011-11-28 14:00:00,4,0,1,1,24.6,31.06,56,0
2883 | 2011-11-28 15:00:00,4,0,1,1,23.78,27.275,60,11.0014
2884 | 2011-11-28 16:00:00,4,0,1,1,22.96,26.515,60,12.998
2885 | 2011-11-28 17:00:00,4,0,1,1,23.78,27.275,56,12.998
2886 | 2011-11-28 18:00:00,4,0,1,1,22.96,26.515,64,15.0013
2887 | 2011-11-28 19:00:00,4,0,1,1,22.14,25.76,73,15.0013
2888 | 2011-11-28 20:00:00,4,0,1,2,22.14,25.76,73,16.9979
2889 | 2011-11-28 21:00:00,4,0,1,2,22.14,25.76,77,15.0013
2890 | 2011-11-28 22:00:00,4,0,1,2,21.32,25,83,7.0015
2891 | 2011-11-28 23:00:00,4,0,1,2,21.32,25,83,8.9981
2892 | 2011-11-29 00:00:00,4,0,1,1,21.32,25,83,0
2893 | 2011-11-29 01:00:00,4,0,1,1,21.32,25,83,6.0032
2894 | 2011-11-29 02:00:00,4,0,1,2,20.5,24.24,88,0
2895 | 2011-11-29 03:00:00,4,0,1,2,20.5,24.24,88,0
2896 | 2011-11-29 04:00:00,4,0,1,2,21.32,25,83,22.0028
2897 | 2011-11-29 05:00:00,4,0,1,1,20.5,24.24,88,19.0012
2898 | 2011-11-29 06:00:00,4,0,1,1,21.32,25,83,19.0012
2899 | 2011-11-29 07:00:00,4,0,1,1,21.32,25,77,15.0013
2900 | 2011-11-29 08:00:00,4,0,1,1,22.14,25.76,77,19.0012
2901 | 2011-11-29 09:00:00,4,0,1,3,22.96,26.515,73,27.9993
2902 | 2011-11-29 10:00:00,4,0,1,3,22.96,26.515,73,27.9993
2903 | 2011-11-29 11:00:00,4,0,1,3,20.5,24.24,88,19.9995
2904 | 2011-11-29 12:00:00,4,0,1,3,17.22,21.21,82,27.9993
2905 | 2011-11-29 13:00:00,4,0,1,3,17.22,21.21,77,19.0012
2906 | 2011-11-29 14:00:00,4,0,1,3,16.4,20.455,94,12.998
2907 | 2011-11-29 15:00:00,4,0,1,3,16.4,20.455,87,22.0028
2908 | 2011-11-29 16:00:00,4,0,1,3,16.4,20.455,87,15.0013
2909 | 2011-11-29 17:00:00,4,0,1,2,16.4,20.455,87,19.9995
2910 | 2011-11-29 18:00:00,4,0,1,2,16.4,20.455,82,19.9995
2911 | 2011-11-29 19:00:00,4,0,1,2,16.4,20.455,82,22.0028
2912 | 2011-11-29 20:00:00,4,0,1,2,15.58,19.695,87,16.9979
2913 | 2011-11-29 21:00:00,4,0,1,2,15.58,19.695,87,16.9979
2914 | 2011-11-29 22:00:00,4,0,1,1,15.58,19.695,82,19.9995
2915 | 2011-11-29 23:00:00,4,0,1,1,14.76,16.665,76,26.0027
2916 | 2011-11-30 00:00:00,4,0,1,1,14.76,16.665,62,27.9993
2917 | 2011-11-30 01:00:00,4,0,1,1,13.94,15.15,66,22.0028
2918 | 2011-11-30 02:00:00,4,0,1,1,13.12,15.91,70,11.0014
2919 | 2011-11-30 03:00:00,4,0,1,1,13.12,15.91,70,11.0014
2920 | 2011-11-30 04:00:00,4,0,1,1,12.3,14.395,75,15.0013
2921 | 2011-11-30 05:00:00,4,0,1,1,11.48,13.635,81,12.998
2922 | 2011-11-30 06:00:00,4,0,1,1,10.66,13.635,87,7.0015
2923 | 2011-11-30 07:00:00,4,0,1,1,10.66,13.635,81,7.0015
2924 | 2011-11-30 08:00:00,4,0,1,1,11.48,13.635,81,12.998
2925 | 2011-11-30 09:00:00,4,0,1,1,12.3,14.395,75,19.0012
2926 | 2011-11-30 10:00:00,4,0,1,1,13.94,15.91,66,15.0013
2927 | 2011-11-30 11:00:00,4,0,1,1,15.58,19.695,54,19.9995
2928 | 2011-11-30 12:00:00,4,0,1,2,14.76,16.665,53,19.0012
2929 | 2011-11-30 13:00:00,4,0,1,2,15.58,19.695,43,23.9994
2930 | 2011-11-30 14:00:00,4,0,1,2,15.58,19.695,43,23.9994
2931 | 2011-11-30 15:00:00,4,0,1,1,14.76,16.665,46,22.0028
2932 | 2011-11-30 16:00:00,4,0,1,1,14.76,16.665,46,19.0012
2933 | 2011-11-30 17:00:00,4,0,1,2,13.94,15.15,49,22.0028
2934 | 2011-11-30 18:00:00,4,0,1,1,13.94,15.15,49,22.0028
2935 | 2011-11-30 19:00:00,4,0,1,2,13.12,15.15,57,19.0012
2936 | 2011-11-30 20:00:00,4,0,1,2,13.12,15.15,57,19.0012
2937 | 2011-11-30 21:00:00,4,0,1,1,13.12,14.395,53,26.0027
2938 | 2011-11-30 22:00:00,4,0,1,1,12.3,13.635,56,19.9995
2939 | 2011-11-30 23:00:00,4,0,1,1,11.48,12.88,52,19.0012
2940 | 2011-12-20 00:00:00,4,0,1,1,14.76,18.18,57,7.0015
2941 | 2011-12-20 01:00:00,4,0,1,1,14.76,18.94,53,0
2942 | 2011-12-20 02:00:00,4,0,1,2,13.94,18.18,61,0
2943 | 2011-12-20 03:00:00,4,0,1,2,13.94,18.18,61,0
2944 | 2011-12-20 04:00:00,4,0,1,2,14.76,18.18,53,7.0015
2945 | 2011-12-20 05:00:00,4,0,1,2,14.76,18.94,57,0
2946 | 2011-12-20 06:00:00,4,0,1,2,14.76,18.94,57,0
2947 | 2011-12-20 07:00:00,4,0,1,2,14.76,18.94,62,0
2948 | 2011-12-20 08:00:00,4,0,1,2,17.22,21.21,54,6.0032
2949 | 2011-12-20 09:00:00,4,0,1,2,14.76,18.94,66,0
2950 | 2011-12-20 10:00:00,4,0,1,2,17.22,21.21,58,12.998
2951 | 2011-12-20 11:00:00,4,0,1,2,16.4,20.455,62,11.0014
2952 | 2011-12-20 12:00:00,4,0,1,2,18.04,21.97,54,8.9981
2953 | 2011-12-20 13:00:00,4,0,1,2,18.04,21.97,54,8.9981
2954 | 2011-12-20 14:00:00,4,0,1,2,18.04,21.97,58,7.0015
2955 | 2011-12-20 15:00:00,4,0,1,2,18.04,21.97,54,0
2956 | 2011-12-20 16:00:00,4,0,1,1,18.04,21.97,54,0
2957 | 2011-12-20 17:00:00,4,0,1,1,16.4,20.455,62,11.0014
2958 | 2011-12-20 18:00:00,4,0,1,1,15.58,19.695,66,12.998
2959 | 2011-12-20 19:00:00,4,0,1,1,15.58,19.695,66,0
2960 | 2011-12-20 20:00:00,4,0,1,1,14.76,18.94,66,0
2961 | 2011-12-20 21:00:00,4,0,1,1,14.76,18.18,66,6.0032
2962 | 2011-12-20 22:00:00,4,0,1,2,14.76,18.94,66,0
2963 | 2011-12-20 23:00:00,4,0,1,2,15.58,19.695,62,0
2964 | 2011-12-21 00:00:00,1,0,1,2,13.94,16.665,71,8.9981
2965 | 2011-12-21 01:00:00,1,0,1,2,14.76,18.18,66,7.0015
2966 | 2011-12-21 02:00:00,1,0,1,2,14.76,18.94,71,0
2967 | 2011-12-21 03:00:00,1,0,1,2,14.76,18.94,71,0
2968 | 2011-12-21 04:00:00,1,0,1,2,14.76,18.94,71,0
2969 | 2011-12-21 05:00:00,1,0,1,2,15.58,19.695,82,7.0015
2970 | 2011-12-21 06:00:00,1,0,1,2,14.76,18.94,87,0
2971 | 2011-12-21 07:00:00,1,0,1,2,14.76,18.18,87,7.0015
2972 | 2011-12-21 08:00:00,1,0,1,3,14.76,18.94,93,0
2973 | 2011-12-21 09:00:00,1,0,1,2,16.4,20.455,87,15.0013
2974 | 2011-12-21 10:00:00,1,0,1,2,19.68,23.485,82,27.9993
2975 | 2011-12-21 11:00:00,1,0,1,2,19.68,23.485,82,27.9993
2976 | 2011-12-21 12:00:00,1,0,1,3,18.86,22.725,88,26.0027
2977 | 2011-12-21 13:00:00,1,0,1,3,18.04,21.97,94,19.9995
2978 | 2011-12-21 14:00:00,1,0,1,2,19.68,23.485,88,23.9994
2979 | 2011-12-21 15:00:00,1,0,1,2,19.68,23.485,88,26.0027
2980 | 2011-12-21 16:00:00,1,0,1,3,18.04,21.97,100,22.0028
2981 | 2011-12-21 17:00:00,1,0,1,3,18.04,21.97,100,22.0028
2982 | 2011-12-21 18:00:00,1,0,1,2,18.04,21.97,100,19.9995
2983 | 2011-12-21 19:00:00,1,0,1,2,20.5,24.24,94,22.0028
2984 | 2011-12-21 20:00:00,1,0,1,2,20.5,24.24,94,23.9994
2985 | 2011-12-21 21:00:00,1,0,1,1,20.5,24.24,88,19.0012
2986 | 2011-12-21 22:00:00,1,0,1,1,20.5,24.24,88,16.9979
2987 | 2011-12-21 23:00:00,1,0,1,1,20.5,24.24,88,12.998
2988 | 2011-12-22 00:00:00,1,0,1,2,20.5,24.24,82,7.0015
2989 | 2011-12-22 01:00:00,1,0,1,1,18.04,21.97,94,6.0032
2990 | 2011-12-22 02:00:00,1,0,1,1,19.68,23.485,82,7.0015
2991 | 2011-12-22 03:00:00,1,0,1,1,18.04,21.97,67,11.0014
2992 | 2011-12-22 04:00:00,1,0,1,1,15.58,19.695,82,8.9981
2993 | 2011-12-22 05:00:00,1,0,1,1,15.58,19.695,82,0
2994 | 2011-12-22 06:00:00,1,0,1,1,14.76,18.94,87,0
2995 | 2011-12-22 07:00:00,1,0,1,1,13.94,18.18,93,0
2996 | 2011-12-22 08:00:00,1,0,1,2,14.76,18.94,87,0
2997 | 2011-12-22 09:00:00,1,0,1,2,15.58,19.695,87,6.0032
2998 | 2011-12-22 10:00:00,1,0,1,2,16.4,20.455,82,6.0032
2999 | 2011-12-22 11:00:00,1,0,1,2,18.04,21.97,77,0
3000 | 2011-12-22 12:00:00,1,0,1,2,19.68,23.485,55,0
3001 | 2011-12-22 13:00:00,1,0,1,2,18.86,22.725,63,0
3002 | 2011-12-22 14:00:00,1,0,1,2,18.86,22.725,63,0
3003 | 2011-12-22 15:00:00,1,0,1,2,19.68,23.485,59,0
3004 | 2011-12-22 16:00:00,1,0,1,2,18.86,22.725,63,0
3005 | 2011-12-22 17:00:00,1,0,1,2,18.04,21.97,67,11.0014
3006 | 2011-12-22 18:00:00,1,0,1,2,18.04,21.97,62,6.0032
3007 | 2011-12-22 19:00:00,1,0,1,2,18.04,21.97,62,0
3008 | 2011-12-22 20:00:00,1,0,1,3,17.22,21.21,71,0
3009 | 2011-12-22 21:00:00,1,0,1,3,17.22,21.21,71,0
3010 | 2011-12-22 22:00:00,1,0,1,3,14.76,18.18,93,7.0015
3011 | 2011-12-22 23:00:00,1,0,1,3,16.4,20.455,87,0
3012 | 2011-12-23 00:00:00,1,0,1,3,16.4,20.455,87,12.998
3013 | 2011-12-23 01:00:00,1,0,1,3,16.4,20.455,87,12.998
3014 | 2011-12-23 02:00:00,1,0,1,3,15.58,19.695,94,8.9981
3015 | 2011-12-23 03:00:00,1,0,1,3,15.58,19.695,94,8.9981
3016 | 2011-12-23 04:00:00,1,0,1,3,15.58,19.695,94,19.0012
3017 | 2011-12-23 05:00:00,1,0,1,1,14.76,17.425,93,12.998
3018 | 2011-12-23 06:00:00,1,0,1,1,15.58,19.695,82,16.9979
3019 | 2011-12-23 07:00:00,1,0,1,1,15.58,19.695,82,15.0013
3020 | 2011-12-23 08:00:00,1,0,1,1,16.4,20.455,76,16.9979
3021 | 2011-12-23 09:00:00,1,0,1,1,16.4,20.455,66,19.9995
3022 | 2011-12-23 10:00:00,1,0,1,1,16.4,20.455,62,23.9994
3023 | 2011-12-23 11:00:00,1,0,1,1,16.4,20.455,58,30.0026
3024 | 2011-12-23 12:00:00,1,0,1,1,16.4,20.455,54,35.0008
3025 | 2011-12-23 13:00:00,1,0,1,1,16.4,20.455,50,31.0009
3026 | 2011-12-23 14:00:00,1,0,1,1,16.4,20.455,54,27.9993
3027 | 2011-12-23 15:00:00,1,0,1,1,15.58,19.695,54,23.9994
3028 | 2011-12-23 16:00:00,1,0,1,1,15.58,19.695,50,19.9995
3029 | 2011-12-23 17:00:00,1,0,1,1,14.76,17.425,53,15.0013
3030 | 2011-12-23 18:00:00,1,0,1,1,14.76,16.665,50,16.9979
3031 | 2011-12-23 19:00:00,1,0,1,1,13.94,16.665,53,12.998
3032 | 2011-12-23 20:00:00,1,0,1,1,13.12,15.15,61,22.0028
3033 | 2011-12-23 21:00:00,1,0,1,1,13.12,15.15,61,15.0013
3034 | 2011-12-23 22:00:00,1,0,1,1,13.12,15.91,66,12.998
3035 | 2011-12-23 23:00:00,1,0,1,1,13.12,16.665,66,8.9981
3036 | 2011-12-24 00:00:00,1,0,0,2,13.12,15.91,70,11.0014
3037 | 2011-12-24 01:00:00,1,0,0,2,13.12,17.425,66,0
3038 | 2011-12-24 02:00:00,1,0,0,2,13.12,16.665,66,6.0032
3039 | 2011-12-24 03:00:00,1,0,0,2,13.12,16.665,70,6.0032
3040 | 2011-12-24 04:00:00,1,0,0,2,13.12,15.91,66,11.0014
3041 | 2011-12-24 05:00:00,1,0,0,2,13.12,15.91,66,11.0014
3042 | 2011-12-24 06:00:00,1,0,0,2,12.3,15.15,75,11.0014
3043 | 2011-12-24 07:00:00,1,0,0,1,12.3,13.635,70,23.9994
3044 | 2011-12-24 08:00:00,1,0,0,1,11.48,13.635,70,12.998
3045 | 2011-12-24 09:00:00,1,0,0,1,12.3,13.635,45,27.9993
3046 | 2011-12-24 10:00:00,1,0,0,1,12.3,12.88,42,32.9975
3047 | 2011-12-24 11:00:00,1,0,0,1,13.12,14.395,39,23.9994
3048 | 2011-12-24 12:00:00,1,0,0,1,13.94,15.91,39,19.0012
3049 | 2011-12-24 13:00:00,1,0,0,1,13.94,15.15,39,19.9995
3050 | 2011-12-24 14:00:00,1,0,0,1,13.94,15.15,39,19.9995
3051 | 2011-12-24 15:00:00,1,0,0,1,13.12,15.15,39,15.0013
3052 | 2011-12-24 16:00:00,1,0,0,1,13.12,15.91,42,12.998
3053 | 2011-12-24 17:00:00,1,0,0,1,11.48,14.395,45,8.9981
3054 | 2011-12-24 18:00:00,1,0,0,1,12.3,15.91,42,6.0032
3055 | 2011-12-24 19:00:00,1,0,0,1,12.3,15.91,52,6.0032
3056 | 2011-12-24 20:00:00,1,0,0,1,10.66,13.635,56,8.9981
3057 | 2011-12-24 21:00:00,1,0,0,1,10.66,12.88,56,11.0014
3058 | 2011-12-24 22:00:00,1,0,0,1,9.84,14.395,52,0
3059 | 2011-12-24 23:00:00,1,0,0,1,9.84,12.88,56,0
3060 | 2011-12-25 00:00:00,1,0,0,1,9.84,11.365,60,12.998
3061 | 2011-12-25 01:00:00,1,0,0,1,9.02,11.365,69,8.9981
3062 | 2011-12-25 02:00:00,1,0,0,1,9.02,12.88,75,6.0032
3063 | 2011-12-25 03:00:00,1,0,0,1,9.02,13.635,72,0
3064 | 2011-12-25 05:00:00,1,0,0,1,8.2,11.365,75,7.0015
3065 | 2011-12-25 06:00:00,1,0,0,1,8.2,11.365,75,7.0015
3066 | 2011-12-25 07:00:00,1,0,0,1,9.02,12.12,80,7.0015
3067 | 2011-12-25 08:00:00,1,0,0,1,8.2,10.605,80,11.0014
3068 | 2011-12-25 09:00:00,1,0,0,1,9.84,12.12,87,11.0014
3069 | 2011-12-25 10:00:00,1,0,0,1,10.66,12.12,81,16.9979
3070 | 2011-12-25 11:00:00,1,0,0,1,12.3,15.15,70,11.0014
3071 | 2011-12-25 12:00:00,1,0,0,1,12.3,13.635,75,19.9995
3072 | 2011-12-25 13:00:00,1,0,0,1,13.12,15.15,70,16.9979
3073 | 2011-12-25 14:00:00,1,0,0,1,13.94,15.91,61,16.9979
3074 | 2011-12-25 15:00:00,1,0,0,1,13.94,16.665,61,12.998
3075 | 2011-12-25 16:00:00,1,0,0,1,14.76,18.18,57,7.0015
3076 | 2011-12-25 17:00:00,1,0,0,1,13.94,16.665,61,8.9981
3077 | 2011-12-25 18:00:00,1,0,0,1,13.12,15.91,70,12.998
3078 | 2011-12-25 19:00:00,1,0,0,1,13.12,16.665,57,8.9981
3079 | 2011-12-25 20:00:00,1,0,0,1,13.12,16.665,49,6.0032
3080 | 2011-12-25 21:00:00,1,0,0,1,12.3,15.15,56,8.9981
3081 | 2011-12-25 22:00:00,1,0,0,1,11.48,13.635,61,11.0014
3082 | 2011-12-25 23:00:00,1,0,0,1,10.66,13.635,65,8.9981
3083 | 2011-12-26 00:00:00,1,1,0,1,9.02,11.365,75,11.0014
3084 | 2011-12-26 01:00:00,1,1,0,1,11.48,13.635,56,12.998
3085 | 2011-12-26 02:00:00,1,1,0,1,13.94,15.91,46,15.0013
3086 | 2011-12-26 04:00:00,1,1,0,1,13.94,15.15,46,19.9995
3087 | 2011-12-26 05:00:00,1,1,0,1,13.94,15.15,42,26.0027
3088 | 2011-12-26 06:00:00,1,1,0,1,13.12,15.15,45,19.0012
3089 | 2011-12-26 07:00:00,1,1,0,1,13.12,15.91,45,12.998
3090 | 2011-12-26 08:00:00,1,1,0,1,13.12,16.665,45,8.9981
3091 | 2011-12-26 09:00:00,1,1,0,1,13.94,15.15,46,19.9995
3092 | 2011-12-26 10:00:00,1,1,0,1,13.94,14.395,42,35.0008
3093 | 2011-12-26 11:00:00,1,1,0,1,13.94,14.395,46,39.0007
3094 | 2011-12-26 12:00:00,1,1,0,1,14.76,15.91,43,31.0009
3095 | 2011-12-26 13:00:00,1,1,0,1,15.58,19.695,40,19.9995
3096 | 2011-12-26 14:00:00,1,1,0,1,15.58,19.695,40,22.0028
3097 | 2011-12-26 15:00:00,1,1,0,1,15.58,19.695,40,16.9979
3098 | 2011-12-26 16:00:00,1,1,0,1,14.76,16.665,43,19.0012
3099 | 2011-12-26 17:00:00,1,1,0,1,13.94,15.91,46,15.0013
3100 | 2011-12-26 18:00:00,1,1,0,1,13.12,16.665,49,6.0032
3101 | 2011-12-26 19:00:00,1,1,0,1,12.3,15.91,65,6.0032
3102 | 2011-12-26 20:00:00,1,1,0,1,12.3,15.91,56,6.0032
3103 | 2011-12-26 21:00:00,1,1,0,1,10.66,15.15,70,0
3104 | 2011-12-26 22:00:00,1,1,0,1,10.66,15.15,70,0
3105 | 2011-12-26 23:00:00,1,1,0,1,10.66,13.635,70,7.0015
3106 | 2011-12-27 00:00:00,1,0,1,1,10.66,12.88,70,11.0014
3107 | 2011-12-27 01:00:00,1,0,1,1,10.66,13.635,70,8.9981
3108 | 2011-12-27 02:00:00,1,0,1,1,10.66,13.635,70,8.9981
3109 | 2011-12-27 03:00:00,1,0,1,2,12.3,14.395,61,15.0013
3110 | 2011-12-27 04:00:00,1,0,1,2,12.3,14.395,65,15.0013
3111 | 2011-12-27 05:00:00,1,0,1,2,12.3,13.635,64,19.0012
3112 | 2011-12-27 06:00:00,1,0,1,2,12.3,13.635,61,19.9995
3113 | 2011-12-27 07:00:00,1,0,1,2,12.3,14.395,65,19.0012
3114 | 2011-12-27 08:00:00,1,0,1,2,12.3,15.15,65,11.0014
3115 | 2011-12-27 09:00:00,1,0,1,3,13.12,16.665,66,7.0015
3116 | 2011-12-27 10:00:00,1,0,1,2,13.12,16.665,66,6.0032
3117 | 2011-12-27 11:00:00,1,0,1,3,13.12,16.665,66,7.0015
3118 | 2011-12-27 12:00:00,1,0,1,3,12.3,15.91,81,6.0032
3119 | 2011-12-27 13:00:00,1,0,1,3,12.3,15.15,87,8.9981
3120 | 2011-12-27 14:00:00,1,0,1,3,17.22,21.21,82,26.0027
3121 | 2011-12-27 15:00:00,1,0,1,3,17.22,21.21,82,26.0027
3122 | 2011-12-27 16:00:00,1,0,1,3,18.04,21.97,88,22.0028
3123 | 2011-12-27 17:00:00,1,0,1,3,16.4,20.455,87,8.9981
3124 | 2011-12-27 18:00:00,1,0,1,1,15.58,19.695,87,19.0012
3125 | 2011-12-27 19:00:00,1,0,1,1,13.94,16.665,87,11.0014
3126 | 2011-12-27 20:00:00,1,0,1,1,13.12,16.665,93,6.0032
3127 | 2011-12-27 21:00:00,1,0,1,1,13.12,16.665,87,6.0032
3128 | 2011-12-27 22:00:00,1,0,1,1,13.12,16.665,87,6.0032
3129 | 2011-12-27 23:00:00,1,0,1,1,12.3,15.15,93,8.9981
3130 | 2011-12-28 00:00:00,1,0,1,1,13.12,15.91,87,11.0014
3131 | 2011-12-28 01:00:00,1,0,1,1,13.12,15.91,76,11.0014
3132 | 2011-12-28 02:00:00,1,0,1,1,13.12,15.15,61,16.9979
3133 | 2011-12-28 03:00:00,1,0,1,1,13.12,15.15,61,16.9979
3134 | 2011-12-28 05:00:00,1,0,1,1,13.12,14.395,57,23.9994
3135 | 2011-12-28 06:00:00,1,0,1,1,13.12,15.15,57,16.9979
3136 | 2011-12-28 07:00:00,1,0,1,1,13.12,15.15,57,16.9979
3137 | 2011-12-28 08:00:00,1,0,1,1,13.12,14.395,57,23.9994
3138 | 2011-12-28 09:00:00,1,0,1,1,13.12,15.15,57,22.0028
3139 | 2011-12-28 10:00:00,1,0,1,1,13.94,15.91,57,15.0013
3140 | 2011-12-28 11:00:00,1,0,1,1,14.76,16.665,46,23.9994
3141 | 2011-12-28 12:00:00,1,0,1,1,13.94,14.395,46,36.9974
3142 | 2011-12-28 13:00:00,1,0,1,1,13.94,14.395,39,31.0009
3143 | 2011-12-28 14:00:00,1,0,1,1,13.12,14.395,39,26.0027
3144 | 2011-12-28 15:00:00,1,0,1,1,13.12,14.395,36,27.9993
3145 | 2011-12-28 16:00:00,1,0,1,1,12.3,13.635,36,27.9993
3146 | 2011-12-28 17:00:00,1,0,1,1,11.48,13.635,38,16.9979
3147 | 2011-12-28 18:00:00,1,0,1,1,10.66,11.365,38,22.0028
3148 | 2011-12-28 19:00:00,1,0,1,1,9.84,11.365,41,16.9979
3149 | 2011-12-28 20:00:00,1,0,1,1,9.84,11.365,41,15.0013
3150 | 2011-12-28 21:00:00,1,0,1,1,9.02,11.365,44,8.9981
3151 | 2011-12-28 22:00:00,1,0,1,1,9.02,12.12,44,7.0015
3152 | 2011-12-28 23:00:00,1,0,1,1,9.02,10.605,44,16.9979
3153 | 2011-12-29 00:00:00,1,0,1,2,9.02,11.365,47,12.998
3154 | 2011-12-29 01:00:00,1,0,1,1,9.02,10.605,47,15.0013
3155 | 2011-12-29 02:00:00,1,0,1,1,8.2,11.365,51,7.0015
3156 | 2011-12-29 03:00:00,1,0,1,1,8.2,9.85,55,12.998
3157 | 2011-12-29 04:00:00,1,0,1,1,8.2,10.605,55,11.0014
3158 | 2011-12-29 05:00:00,1,0,1,1,8.2,11.365,55,7.0015
3159 | 2011-12-29 06:00:00,1,0,1,1,8.2,12.88,59,0
3160 | 2011-12-29 07:00:00,1,0,1,1,7.38,10.605,64,6.0032
3161 | 2011-12-29 08:00:00,1,0,1,2,8.2,12.88,64,0
3162 | 2011-12-29 09:00:00,1,0,1,2,8.2,10.605,64,8.9981
3163 | 2011-12-29 10:00:00,1,0,1,2,9.02,11.365,64,11.0014
3164 | 2011-12-29 11:00:00,1,0,1,2,9.84,12.88,60,6.0032
3165 | 2011-12-29 12:00:00,1,0,1,2,10.66,13.635,56,7.0015
3166 | 2011-12-29 13:00:00,1,0,1,2,11.48,14.395,52,7.0015
3167 | 2011-12-29 14:00:00,1,0,1,2,12.3,16.665,52,0
3168 | 2011-12-29 15:00:00,1,0,1,2,12.3,15.91,52,6.0032
3169 | 2011-12-29 16:00:00,1,0,1,1,12.3,15.15,52,11.0014
3170 | 2011-12-29 17:00:00,1,0,1,1,12.3,15.15,61,11.0014
3171 | 2011-12-29 18:00:00,1,0,1,1,12.3,15.15,56,8.9981
3172 | 2011-12-29 19:00:00,1,0,1,1,12.3,15.91,56,7.0015
3173 | 2011-12-29 20:00:00,1,0,1,1,11.48,14.395,65,7.0015
3174 | 2011-12-29 21:00:00,1,0,1,2,11.48,14.395,61,8.9981
3175 | 2011-12-29 22:00:00,1,0,1,1,11.48,14.395,65,8.9981
3176 | 2011-12-29 23:00:00,1,0,1,1,12.3,15.15,65,11.0014
3177 | 2011-12-30 00:00:00,1,0,1,1,11.48,14.395,70,8.9981
3178 | 2011-12-30 01:00:00,1,0,1,1,10.66,14.395,65,6.0032
3179 | 2011-12-30 02:00:00,1,0,1,1,9.84,12.88,70,7.0015
3180 | 2011-12-30 03:00:00,1,0,1,1,9.84,12.88,70,7.0015
3181 | 2011-12-30 04:00:00,1,0,1,1,9.84,12.88,70,6.0032
3182 | 2011-12-30 05:00:00,1,0,1,1,9.02,12.88,75,6.0032
3183 | 2011-12-30 06:00:00,1,0,1,1,9.84,12.88,70,6.0032
3184 | 2011-12-30 07:00:00,1,0,1,1,9.84,12.88,75,6.0032
3185 | 2011-12-30 08:00:00,1,0,1,2,9.84,12.88,75,6.0032
3186 | 2011-12-30 09:00:00,1,0,1,1,10.66,15.15,75,0
3187 | 2011-12-30 10:00:00,1,0,1,1,12.3,14.395,65,16.9979
3188 | 2011-12-30 11:00:00,1,0,1,1,13.12,15.91,66,12.998
3189 | 2011-12-30 12:00:00,1,0,1,1,13.12,16.665,57,8.9981
3190 | 2011-12-30 13:00:00,1,0,1,2,14.76,17.425,53,8.9981
3191 | 2011-12-30 14:00:00,1,0,1,2,16.4,20.455,47,6.0032
3192 | 2011-12-30 15:00:00,1,0,1,1,17.22,21.21,44,0
3193 | 2011-12-30 16:00:00,1,0,1,1,17.22,21.21,47,12.998
3194 | 2011-12-30 17:00:00,1,0,1,1,15.58,19.695,54,11.0014
3195 | 2011-12-30 18:00:00,1,0,1,1,14.76,17.425,62,8.9981
3196 | 2011-12-30 19:00:00,1,0,1,2,13.94,15.15,49,27.9993
3197 | 2011-12-30 20:00:00,1,0,1,2,13.94,17.425,66,7.0015
3198 | 2011-12-30 21:00:00,1,0,1,2,14.76,18.18,66,7.0015
3199 | 2011-12-30 22:00:00,1,0,1,2,13.94,16.665,71,11.0014
3200 | 2011-12-30 23:00:00,1,0,1,2,14.76,16.665,66,16.9979
3201 | 2011-12-31 00:00:00,1,0,0,2,15.58,19.695,62,22.0028
3202 | 2011-12-31 01:00:00,1,0,0,2,16.4,20.455,62,19.0012
3203 | 2011-12-31 02:00:00,1,0,0,2,16.4,20.455,62,19.0012
3204 | 2011-12-31 03:00:00,1,0,0,2,16.4,20.455,62,19.0012
3205 | 2011-12-31 04:00:00,1,0,0,1,15.58,19.695,71,15.0013
3206 | 2011-12-31 05:00:00,1,0,0,2,14.76,17.425,76,15.0013
3207 | 2011-12-31 06:00:00,1,0,0,2,16.4,20.455,71,6.0032
3208 | 2011-12-31 07:00:00,1,0,0,3,15.58,19.695,76,0
3209 | 2011-12-31 08:00:00,1,0,0,1,13.94,16.665,81,8.9981
3210 | 2011-12-31 09:00:00,1,0,0,1,15.58,19.695,76,0
3211 | 2011-12-31 10:00:00,1,0,0,1,16.4,20.455,76,11.0014
3212 | 2011-12-31 11:00:00,1,0,0,1,17.22,21.21,71,11.0014
3213 | 2011-12-31 12:00:00,1,0,0,1,21.32,25,39,19.9995
3214 | 2011-12-31 13:00:00,1,0,0,1,20.5,24.24,42,32.9975
3215 | 2011-12-31 14:00:00,1,0,0,1,18.86,22.725,51,22.0028
3216 | 2011-12-31 15:00:00,1,0,0,1,18.86,22.725,47,32.9975
3217 | 2011-12-31 16:00:00,1,0,0,1,18.04,21.97,51,26.0027
3218 | 2011-12-31 17:00:00,1,0,0,1,17.22,21.21,54,12.998
3219 | 2011-12-31 18:00:00,1,0,0,1,17.22,21.21,54,8.9981
3220 | 2011-12-31 19:00:00,1,0,0,1,17.22,21.21,54,15.0013
3221 | 2011-12-31 20:00:00,1,0,0,1,17.22,21.21,54,15.0013
3222 | 2011-12-31 21:00:00,1,0,0,1,16.4,20.455,58,12.998
3223 | 2011-12-31 22:00:00,1,0,0,1,15.58,19.695,62,8.9981
3224 | 2011-12-31 23:00:00,1,0,0,1,14.76,18.94,66,0
3225 | 2012-01-20 00:00:00,1,0,1,2,10.66,11.365,48,19.9995
3226 | 2012-01-20 01:00:00,1,0,1,1,10.66,13.635,48,8.9981
3227 | 2012-01-20 02:00:00,1,0,1,1,10.66,13.635,48,8.9981
3228 | 2012-01-20 03:00:00,1,0,1,1,9.84,12.88,52,7.0015
3229 | 2012-01-20 04:00:00,1,0,1,1,9.02,12.12,60,7.0015
3230 | 2012-01-20 05:00:00,1,0,1,1,9.02,12.12,60,7.0015
3231 | 2012-01-20 06:00:00,1,0,1,1,9.84,10.605,60,19.0012
3232 | 2012-01-20 07:00:00,1,0,1,1,9.02,10.605,69,15.0013
3233 | 2012-01-20 08:00:00,1,0,1,1,9.02,10.605,64,16.9979
3234 | 2012-01-20 09:00:00,1,0,1,1,9.02,9.85,47,26.0027
3235 | 2012-01-20 10:00:00,1,0,1,2,9.02,10.605,44,19.0012
3236 | 2012-01-20 11:00:00,1,0,1,2,8.2,9.09,32,23.9994
3237 | 2012-01-20 12:00:00,1,0,1,2,8.2,9.09,34,22.0028
3238 | 2012-01-20 13:00:00,1,0,1,1,9.02,10.605,32,19.9995
3239 | 2012-01-20 14:00:00,1,0,1,2,9.02,10.605,35,19.9995
3240 | 2012-01-20 15:00:00,1,0,1,2,9.02,11.365,35,12.998
3241 | 2012-01-20 16:00:00,1,0,1,2,8.2,10.605,37,11.0014
3242 | 2012-01-20 17:00:00,1,0,1,2,9.02,12.88,32,6.0032
3243 | 2012-01-20 18:00:00,1,0,1,2,8.2,11.365,34,6.0032
3244 | 2012-01-20 19:00:00,1,0,1,2,8.2,11.365,37,7.0015
3245 | 2012-01-20 20:00:00,1,0,1,2,8.2,11.365,34,6.0032
3246 | 2012-01-20 21:00:00,1,0,1,2,8.2,11.365,37,6.0032
3247 | 2012-01-20 22:00:00,1,0,1,2,8.2,9.85,37,15.0013
3248 | 2012-01-20 23:00:00,1,0,1,3,6.56,7.575,64,15.0013
3249 | 2012-01-21 00:00:00,1,0,0,3,6.56,7.575,64,15.0013
3250 | 2012-01-21 01:00:00,1,0,0,4,5.74,6.82,86,12.998
3251 | 2012-01-21 02:00:00,1,0,0,3,5.74,10.605,86,0
3252 | 2012-01-21 03:00:00,1,0,0,3,5.74,9.09,93,6.0032
3253 | 2012-01-21 04:00:00,1,0,0,3,6.56,9.85,86,6.0032
3254 | 2012-01-21 05:00:00,1,0,0,3,6.56,9.09,86,7.0015
3255 | 2012-01-21 06:00:00,1,0,0,3,6.56,8.335,93,11.0014
3256 | 2012-01-21 07:00:00,1,0,0,3,6.56,8.335,93,11.0014
3257 | 2012-01-21 08:00:00,1,0,0,2,6.56,7.575,93,16.9979
3258 | 2012-01-21 09:00:00,1,0,0,2,6.56,7.575,93,16.9979
3259 | 2012-01-21 10:00:00,1,0,0,3,6.56,7.575,93,16.9979
3260 | 2012-01-21 11:00:00,1,0,0,2,7.38,10.605,86,7.0015
3261 | 2012-01-21 12:00:00,1,0,0,2,8.2,10.605,80,11.0014
3262 | 2012-01-21 13:00:00,1,0,0,2,8.2,9.85,80,16.9979
3263 | 2012-01-21 14:00:00,1,0,0,3,8.2,9.85,80,12.998
3264 | 2012-01-21 15:00:00,1,0,0,3,8.2,9.85,80,12.998
3265 | 2012-01-21 16:00:00,1,0,0,2,8.2,9.09,80,19.9995
3266 | 2012-01-21 17:00:00,1,0,0,2,8.2,9.09,80,26.0027
3267 | 2012-01-21 18:00:00,1,0,0,2,8.2,9.09,75,26.0027
3268 | 2012-01-21 19:00:00,1,0,0,2,7.38,7.575,80,26.0027
3269 | 2012-01-21 20:00:00,1,0,0,2,7.38,8.335,80,19.9995
3270 | 2012-01-21 21:00:00,1,0,0,1,7.38,7.575,74,22.0028
3271 | 2012-01-21 22:00:00,1,0,0,2,7.38,8.335,74,19.9995
3272 | 2012-01-21 23:00:00,1,0,0,2,6.56,7.575,80,16.9979
3273 | 2012-01-22 00:00:00,1,0,0,1,6.56,6.82,80,19.9995
3274 | 2012-01-22 01:00:00,1,0,0,2,7.38,8.335,74,19.9995
3275 | 2012-01-22 02:00:00,1,0,0,2,7.38,8.335,74,19.0012
3276 | 2012-01-22 03:00:00,1,0,0,2,7.38,8.335,69,19.0012
3277 | 2012-01-22 04:00:00,1,0,0,3,6.56,6.82,80,19.0012
3278 | 2012-01-22 05:00:00,1,0,0,3,6.56,7.575,74,15.0013
3279 | 2012-01-22 06:00:00,1,0,0,2,6.56,7.575,74,15.0013
3280 | 2012-01-22 07:00:00,1,0,0,2,6.56,7.575,74,15.0013
3281 | 2012-01-22 08:00:00,1,0,0,2,6.56,7.575,74,15.0013
3282 | 2012-01-22 09:00:00,1,0,0,2,6.56,7.575,74,15.0013
3283 | 2012-01-22 10:00:00,1,0,0,2,6.56,6.82,74,19.0012
3284 | 2012-01-22 11:00:00,1,0,0,3,6.56,7.575,80,16.9979
3285 | 2012-01-22 12:00:00,1,0,0,2,6.56,7.575,80,15.0013
3286 | 2012-01-22 13:00:00,1,0,0,2,6.56,9.09,80,8.9981
3287 | 2012-01-22 14:00:00,1,0,0,2,6.56,8.335,80,11.0014
3288 | 2012-01-22 15:00:00,1,0,0,2,6.56,7.575,80,12.998
3289 | 2012-01-22 16:00:00,1,0,0,2,6.56,7.575,80,12.998
3290 | 2012-01-22 17:00:00,1,0,0,2,6.56,9.09,80,7.0015
3291 | 2012-01-22 18:00:00,1,0,0,3,6.56,9.09,86,7.0015
3292 | 2012-01-22 19:00:00,1,0,0,3,6.56,9.09,86,7.0015
3293 | 2012-01-22 20:00:00,1,0,0,3,6.56,8.335,86,11.0014
3294 | 2012-01-22 21:00:00,1,0,0,3,6.56,9.09,86,7.0015
3295 | 2012-01-22 22:00:00,1,0,0,2,6.56,9.85,93,6.0032
3296 | 2012-01-22 23:00:00,1,0,0,2,6.56,9.09,93,7.0015
3297 | 2012-01-23 00:00:00,1,0,1,2,7.38,12.12,86,0
3298 | 2012-01-23 01:00:00,1,0,1,2,7.38,10.605,86,7.0015
3299 | 2012-01-23 02:00:00,1,0,1,2,7.38,10.605,86,7.0015
3300 | 2012-01-23 03:00:00,1,0,1,2,7.38,12.12,86,0
3301 | 2012-01-23 04:00:00,1,0,1,2,8.2,12.88,80,0
3302 | 2012-01-23 05:00:00,1,0,1,2,8.2,12.88,86,0
3303 | 2012-01-23 06:00:00,1,0,1,2,8.2,12.88,86,0
3304 | 2012-01-23 07:00:00,1,0,1,3,8.2,12.88,86,0
3305 | 2012-01-23 08:00:00,1,0,1,3,8.2,10.605,86,8.9981
3306 | 2012-01-23 09:00:00,1,0,1,2,8.2,11.365,86,6.0032
3307 | 2012-01-23 10:00:00,1,0,1,2,8.2,12.88,93,0
3308 | 2012-01-23 11:00:00,1,0,1,2,8.2,11.365,93,6.0032
3309 | 2012-01-23 12:00:00,1,0,1,2,9.02,13.635,93,0
3310 | 2012-01-23 13:00:00,1,0,1,3,9.02,12.88,93,6.0032
3311 | 2012-01-23 14:00:00,1,0,1,3,9.02,11.365,93,12.998
3312 | 2012-01-23 15:00:00,1,0,1,2,9.02,10.605,100,15.0013
3313 | 2012-01-23 16:00:00,1,0,1,2,9.84,12.12,93,11.0014
3314 | 2012-01-23 17:00:00,1,0,1,2,9.84,12.88,96,7.0015
3315 | 2012-01-23 18:00:00,1,0,1,2,9.84,12.12,93,8.9981
3316 | 2012-01-23 19:00:00,1,0,1,2,10.66,12.88,93,11.0014
3317 | 2012-01-23 20:00:00,1,0,1,2,10.66,12.88,100,11.0014
3318 | 2012-01-23 21:00:00,1,0,1,2,10.66,12.12,100,19.0012
3319 | 2012-01-23 22:00:00,1,0,1,2,10.66,12.12,100,19.0012
3320 | 2012-01-23 23:00:00,1,0,1,2,11.48,12.88,93,22.0028
3321 | 2012-01-24 00:00:00,1,0,1,2,12.3,14.395,100,19.0012
3322 | 2012-01-24 01:00:00,1,0,1,2,13.12,15.15,93,16.9979
3323 | 2012-01-24 02:00:00,1,0,1,2,13.12,15.15,93,15.0013
3324 | 2012-01-24 03:00:00,1,0,1,2,13.12,16.665,93,8.9981
3325 | 2012-01-24 04:00:00,1,0,1,2,12.3,15.91,100,6.0032
3326 | 2012-01-24 05:00:00,1,0,1,2,12.3,15.91,100,6.0032
3327 | 2012-01-24 06:00:00,1,0,1,2,13.12,15.91,93,12.998
3328 | 2012-01-24 07:00:00,1,0,1,2,13.12,16.665,93,8.9981
3329 | 2012-01-24 08:00:00,1,0,1,2,13.12,16.665,93,8.9981
3330 | 2012-01-24 09:00:00,1,0,1,2,13.12,16.665,87,6.0032
3331 | 2012-01-24 10:00:00,1,0,1,1,13.12,16.665,93,6.0032
3332 | 2012-01-24 11:00:00,1,0,1,1,13.94,16.665,87,8.9981
3333 | 2012-01-24 12:00:00,1,0,1,1,13.94,16.665,87,11.0014
3334 | 2012-01-24 13:00:00,1,0,1,1,13.94,16.665,87,11.0014
3335 | 2012-01-24 14:00:00,1,0,1,1,14.76,17.425,81,15.0013
3336 | 2012-01-24 15:00:00,1,0,1,2,16.4,20.455,71,11.0014
3337 | 2012-01-24 16:00:00,1,0,1,1,16.4,20.455,71,8.9981
3338 | 2012-01-24 17:00:00,1,0,1,1,17.22,21.21,67,6.0032
3339 | 2012-01-24 18:00:00,1,0,1,1,16.4,20.455,62,6.0032
3340 | 2012-01-24 19:00:00,1,0,1,1,18.04,21.97,51,6.0032
3341 | 2012-01-24 20:00:00,1,0,1,1,13.12,17.425,76,0
3342 | 2012-01-24 21:00:00,1,0,1,1,14.76,18.94,71,0
3343 | 2012-01-24 22:00:00,1,0,1,1,13.12,17.425,81,0
3344 | 2012-01-24 23:00:00,1,0,1,1,13.12,17.425,76,0
3345 | 2012-01-25 00:00:00,1,0,1,1,10.66,15.15,93,0
3346 | 2012-01-25 01:00:00,1,0,1,1,12.3,14.395,70,15.0013
3347 | 2012-01-25 02:00:00,1,0,1,1,11.48,13.635,70,12.998
3348 | 2012-01-25 03:00:00,1,0,1,1,10.66,12.88,75,12.998
3349 | 2012-01-25 04:00:00,1,0,1,1,10.66,12.12,70,19.0012
3350 | 2012-01-25 05:00:00,1,0,1,1,10.66,12.12,70,19.0012
3351 | 2012-01-25 06:00:00,1,0,1,1,9.84,11.365,73,15.0013
3352 | 2012-01-25 07:00:00,1,0,1,1,9.84,11.365,75,15.0013
3353 | 2012-01-25 08:00:00,1,0,1,1,9.84,11.365,70,16.9979
3354 | 2012-01-25 09:00:00,1,0,1,1,9.84,11.365,70,16.9979
3355 | 2012-01-25 10:00:00,1,0,1,2,10.66,11.365,70,22.0028
3356 | 2012-01-25 11:00:00,1,0,1,2,12.3,13.635,61,19.9995
3357 | 2012-01-25 12:00:00,1,0,1,1,13.12,16.665,53,8.9981
3358 | 2012-01-25 13:00:00,1,0,1,1,13.94,16.665,49,8.9981
3359 | 2012-01-25 14:00:00,1,0,1,1,13.94,17.425,49,6.0032
3360 | 2012-01-25 15:00:00,1,0,1,1,14.76,18.94,46,0
3361 | 2012-01-25 16:00:00,1,0,1,1,13.94,16.665,53,11.0014
3362 | 2012-01-25 17:00:00,1,0,1,1,14.76,17.425,53,11.0014
3363 | 2012-01-25 18:00:00,1,0,1,1,13.12,16.665,66,8.9981
3364 | 2012-01-25 19:00:00,1,0,1,2,13.94,18.18,53,0
3365 | 2012-01-25 20:00:00,1,0,1,1,13.12,15.91,61,12.998
3366 | 2012-01-25 21:00:00,1,0,1,1,12.3,16.665,65,0
3367 | 2012-01-25 22:00:00,1,0,1,1,12.3,15.91,65,6.0032
3368 | 2012-01-25 23:00:00,1,0,1,2,11.48,15.91,65,0
3369 | 2012-01-26 00:00:00,1,0,1,2,11.48,14.395,75,7.0015
3370 | 2012-01-26 01:00:00,1,0,1,2,11.48,15.91,75,0
3371 | 2012-01-26 02:00:00,1,0,1,2,11.48,13.635,75,11.0014
3372 | 2012-01-26 03:00:00,1,0,1,2,11.48,15.15,75,6.0032
3373 | 2012-01-26 04:00:00,1,0,1,1,11.48,15.91,75,0
3374 | 2012-01-26 05:00:00,1,0,1,2,12.3,15.91,75,7.0015
3375 | 2012-01-26 06:00:00,1,0,1,2,11.48,15.91,81,0
3376 | 2012-01-26 07:00:00,1,0,1,2,11.48,15.15,81,6.0032
3377 | 2012-01-26 08:00:00,1,0,1,2,11.48,15.15,81,6.0032
3378 | 2012-01-26 09:00:00,1,0,1,2,12.3,16.665,81,0
3379 | 2012-01-26 10:00:00,1,0,1,2,12.3,15.15,81,8.9981
3380 | 2012-01-26 11:00:00,1,0,1,2,12.3,15.91,87,7.0015
3381 | 2012-01-26 12:00:00,1,0,1,2,13.94,16.665,81,8.9981
3382 | 2012-01-26 13:00:00,1,0,1,2,15.58,19.695,71,0
3383 | 2012-01-26 14:00:00,1,0,1,2,16.4,20.455,71,7.0015
3384 | 2012-01-26 15:00:00,1,0,1,2,17.22,21.21,71,7.0015
3385 | 2012-01-26 16:00:00,1,0,1,2,16.4,20.455,71,6.0032
3386 | 2012-01-26 17:00:00,1,0,1,2,17.22,21.21,71,0
3387 | 2012-01-26 18:00:00,1,0,1,2,17.22,21.21,71,0
3388 | 2012-01-26 19:00:00,1,0,1,2,16.4,20.455,76,7.0015
3389 | 2012-01-26 20:00:00,1,0,1,2,16.4,20.455,82,8.9981
3390 | 2012-01-26 21:00:00,1,0,1,2,16.4,20.455,76,7.0015
3391 | 2012-01-26 22:00:00,1,0,1,1,15.58,19.695,82,7.0015
3392 | 2012-01-26 23:00:00,1,0,1,2,16.4,20.455,82,0
3393 | 2012-01-27 00:00:00,1,0,1,2,16.4,20.455,82,16.9979
3394 | 2012-01-27 01:00:00,1,0,1,2,16.4,20.455,87,15.0013
3395 | 2012-01-27 02:00:00,1,0,1,1,17.22,21.21,94,8.9981
3396 | 2012-01-27 03:00:00,1,0,1,2,17.22,21.21,94,19.0012
3397 | 2012-01-27 04:00:00,1,0,1,2,16.4,20.455,100,19.9995
3398 | 2012-01-27 05:00:00,1,0,1,2,17.22,21.21,94,22.0028
3399 | 2012-01-27 06:00:00,1,0,1,2,17.22,21.21,100,22.0028
3400 | 2012-01-27 07:00:00,1,0,1,2,17.22,21.21,100,19.9995
3401 | 2012-01-27 08:00:00,1,0,1,3,20.5,24.24,88,19.0012
3402 | 2012-01-27 09:00:00,1,0,1,3,20.5,24.24,88,19.0012
3403 | 2012-01-27 10:00:00,1,0,1,3,19.68,23.485,100,11.0014
3404 | 2012-01-27 11:00:00,1,0,1,2,19.68,23.485,94,8.9981
3405 | 2012-01-27 12:00:00,1,0,1,2,20.5,24.24,88,11.0014
3406 | 2012-01-27 13:00:00,1,0,1,1,20.5,24.24,59,31.0009
3407 | 2012-01-27 14:00:00,1,0,1,1,20.5,24.24,55,36.9974
3408 | 2012-01-27 15:00:00,1,0,1,1,19.68,23.485,51,22.0028
3409 | 2012-01-27 16:00:00,1,0,1,1,18.04,21.97,51,36.9974
3410 | 2012-01-27 17:00:00,1,0,1,1,17.22,21.21,50,39.0007
3411 | 2012-01-27 18:00:00,1,0,1,1,16.4,20.455,50,32.9975
3412 | 2012-01-27 19:00:00,1,0,1,1,14.76,16.665,50,26.0027
3413 | 2012-01-27 20:00:00,1,0,1,1,13.94,15.15,53,23.9994
3414 | 2012-01-27 21:00:00,1,0,1,1,13.94,14.395,53,35.0008
3415 | 2012-01-27 22:00:00,1,0,1,1,13.94,15.15,49,26.0027
3416 | 2012-01-27 23:00:00,1,0,1,1,13.12,14.395,49,27.9993
3417 | 2012-01-28 00:00:00,1,0,0,1,12.3,14.395,52,19.0012
3418 | 2012-01-28 01:00:00,1,0,0,1,12.3,15.15,52,11.0014
3419 | 2012-01-28 02:00:00,1,0,0,1,10.66,15.15,60,0
3420 | 2012-01-28 03:00:00,1,0,0,1,10.66,14.395,60,6.0032
3421 | 2012-01-28 04:00:00,1,0,0,1,10.66,12.88,60,11.0014
3422 | 2012-01-28 05:00:00,1,0,0,1,9.84,12.88,75,6.0032
3423 | 2012-01-28 06:00:00,1,0,0,1,9.84,14.395,70,0
3424 | 2012-01-28 07:00:00,1,0,0,1,9.02,13.635,75,0
3425 | 2012-01-28 08:00:00,1,0,0,1,8.2,11.365,80,6.0032
3426 | 2012-01-28 09:00:00,1,0,0,1,9.02,13.635,80,0
3427 | 2012-01-28 10:00:00,1,0,0,1,10.66,13.635,70,8.9981
3428 | 2012-01-28 11:00:00,1,0,0,1,12.3,15.15,56,8.9981
3429 | 2012-01-28 12:00:00,1,0,0,1,12.3,14.395,61,19.0012
3430 | 2012-01-28 13:00:00,1,0,0,1,13.94,15.91,57,16.9979
3431 | 2012-01-28 14:00:00,1,0,0,1,15.58,19.695,50,26.0027
3432 | 2012-01-28 15:00:00,1,0,0,1,16.4,20.455,47,22.0028
3433 | 2012-01-28 16:00:00,1,0,0,1,17.22,21.21,44,23.9994
3434 | 2012-01-28 17:00:00,1,0,0,1,17.22,21.21,44,26.0027
3435 | 2012-01-28 18:00:00,1,0,0,1,17.22,21.21,41,15.0013
3436 | 2012-01-28 19:00:00,1,0,0,2,17.22,21.21,41,36.9974
3437 | 2012-01-28 20:00:00,1,0,0,1,16.4,20.455,35,26.0027
3438 | 2012-01-28 21:00:00,1,0,0,1,14.76,16.665,29,23.9994
3439 | 2012-01-28 22:00:00,1,0,0,1,13.94,16.665,34,12.998
3440 | 2012-01-28 23:00:00,1,0,0,1,13.12,15.91,31,12.998
3441 | 2012-01-29 00:00:00,1,0,0,1,12.3,14.395,33,15.0013
3442 | 2012-01-29 01:00:00,1,0,0,1,12.3,13.635,28,23.9994
3443 | 2012-01-29 02:00:00,1,0,0,1,11.48,12.88,26,22.0028
3444 | 2012-01-29 03:00:00,1,0,0,1,10.66,12.88,28,12.998
3445 | 2012-01-29 04:00:00,1,0,0,1,9.84,12.88,30,0
3446 | 2012-01-29 05:00:00,1,0,0,1,8.2,10.605,51,8.9981
3447 | 2012-01-29 06:00:00,1,0,0,1,8.2,11.365,40,7.0015
3448 | 2012-01-29 07:00:00,1,0,0,1,8.2,10.605,37,8.9981
3449 | 2012-01-29 08:00:00,1,0,0,1,7.38,9.85,40,8.9981
3450 | 2012-01-29 09:00:00,1,0,0,1,7.38,9.85,43,8.9981
3451 | 2012-01-29 10:00:00,1,0,0,1,9.84,12.12,35,8.9981
3452 | 2012-01-29 11:00:00,1,0,0,1,11.48,13.635,28,15.0013
3453 | 2012-01-29 12:00:00,1,0,0,1,13.12,15.15,26,15.0013
3454 | 2012-01-29 13:00:00,1,0,0,1,13.12,15.15,26,15.0013
3455 | 2012-01-29 14:00:00,1,0,0,1,13.12,15.15,26,16.9979
3456 | 2012-01-29 15:00:00,1,0,0,1,14.76,16.665,25,19.0012
3457 | 2012-01-29 16:00:00,1,0,0,1,14.76,16.665,21,27.9993
3458 | 2012-01-29 17:00:00,1,0,0,1,14.76,16.665,21,27.9993
3459 | 2012-01-29 18:00:00,1,0,0,1,13.94,15.15,23,23.9994
3460 | 2012-01-29 19:00:00,1,0,0,1,13.12,15.15,29,16.9979
3461 | 2012-01-29 20:00:00,1,0,0,1,12.3,14.395,39,15.0013
3462 | 2012-01-29 21:00:00,1,0,0,1,12.3,14.395,33,19.0012
3463 | 2012-01-29 22:00:00,1,0,0,1,13.12,14.395,26,26.0027
3464 | 2012-01-29 23:00:00,1,0,0,1,12.3,13.635,33,22.0028
3465 | 2012-01-30 00:00:00,1,0,1,2,13.12,14.395,26,27.9993
3466 | 2012-01-30 01:00:00,1,0,1,1,10.66,11.365,60,23.9994
3467 | 2012-01-30 02:00:00,1,0,1,1,9.84,10.605,48,23.9994
3468 | 2012-01-30 03:00:00,1,0,1,1,9.84,11.365,48,12.998
3469 | 2012-01-30 04:00:00,1,0,1,1,8.2,10.605,51,8.9981
3470 | 2012-01-30 05:00:00,1,0,1,1,8.2,10.605,51,8.9981
3471 | 2012-01-30 06:00:00,1,0,1,1,9.02,10.605,44,16.9979
3472 | 2012-01-30 07:00:00,1,0,1,1,9.02,10.605,44,19.0012
3473 | 2012-01-30 08:00:00,1,0,1,1,8.2,9.85,47,15.0013
3474 | 2012-01-30 09:00:00,1,0,1,1,8.2,9.85,47,15.0013
3475 | 2012-01-30 10:00:00,1,0,1,1,9.02,10.605,41,19.0012
3476 | 2012-01-30 11:00:00,1,0,1,1,10.66,12.88,38,0
3477 | 2012-01-30 12:00:00,1,0,1,1,10.66,11.365,35,26.0027
3478 | 2012-01-30 13:00:00,1,0,1,1,12.3,14.395,31,12.998
3479 | 2012-01-30 14:00:00,1,0,1,1,13.12,16.665,24,8.9981
3480 | 2012-01-30 15:00:00,1,0,1,1,13.12,15.91,24,12.998
3481 | 2012-01-30 16:00:00,1,0,1,1,13.94,16.665,25,12.998
3482 | 2012-01-30 17:00:00,1,0,1,1,14.76,17.425,21,12.998
3483 | 2012-01-30 18:00:00,1,0,1,1,13.94,16.665,23,11.0014
3484 | 2012-01-30 19:00:00,1,0,1,1,12.3,15.91,45,7.0015
3485 | 2012-01-30 20:00:00,1,0,1,1,12.3,15.15,39,11.0014
3486 | 2012-01-30 21:00:00,1,0,1,1,12.3,15.15,42,11.0014
3487 | 2012-01-30 22:00:00,1,0,1,1,11.48,13.635,48,15.0013
3488 | 2012-01-30 23:00:00,1,0,1,1,10.66,12.88,60,12.998
3489 | 2012-01-31 00:00:00,1,0,1,1,11.48,13.635,52,16.9979
3490 | 2012-01-31 01:00:00,1,0,1,1,12.3,13.635,42,19.9995
3491 | 2012-01-31 02:00:00,1,0,1,1,12.3,14.395,42,15.0013
3492 | 2012-01-31 03:00:00,1,0,1,1,12.3,14.395,45,15.0013
3493 | 2012-01-31 04:00:00,1,0,1,1,12.3,14.395,49,12.998
3494 | 2012-01-31 05:00:00,1,0,1,1,12.3,14.395,49,12.998
3495 | 2012-01-31 06:00:00,1,0,1,1,11.48,13.635,52,11.0014
3496 | 2012-01-31 07:00:00,1,0,1,1,10.66,12.88,60,12.998
3497 | 2012-01-31 08:00:00,1,0,1,1,10.66,13.635,60,7.0015
3498 | 2012-01-31 09:00:00,1,0,1,1,12.3,14.395,52,12.998
3499 | 2012-01-31 10:00:00,1,0,1,2,13.12,15.91,57,12.998
3500 | 2012-01-31 11:00:00,1,0,1,1,16.4,20.455,37,19.0012
3501 | 2012-01-31 12:00:00,1,0,1,1,16.4,20.455,43,19.9995
3502 | 2012-01-31 13:00:00,1,0,1,1,18.86,22.725,36,15.0013
3503 | 2012-01-31 14:00:00,1,0,1,1,20.5,24.24,29,22.0028
3504 | 2012-01-31 15:00:00,1,0,1,1,22.14,25.76,26,30.0026
3505 | 2012-01-31 16:00:00,1,0,1,1,22.14,25.76,26,30.0026
3506 | 2012-01-31 17:00:00,1,0,1,1,22.14,25.76,26,27.9993
3507 | 2012-01-31 18:00:00,1,0,1,1,22.14,25.76,24,23.9994
3508 | 2012-01-31 19:00:00,1,0,1,1,20.5,24.24,29,19.0012
3509 | 2012-01-31 20:00:00,1,0,1,1,16.4,20.455,58,7.0015
3510 | 2012-01-31 21:00:00,1,0,1,1,18.86,22.725,33,19.9995
3511 | 2012-01-31 22:00:00,1,0,1,1,18.04,21.97,35,19.9995
3512 | 2012-01-31 23:00:00,1,0,1,1,18.04,21.97,38,16.9979
3513 | 2012-02-20 00:00:00,1,1,0,2,9.84,12.88,87,6.0032
3514 | 2012-02-20 01:00:00,1,1,0,2,9.84,12.88,87,6.0032
3515 | 2012-02-20 02:00:00,1,1,0,2,9.84,12.88,87,6.0032
3516 | 2012-02-20 03:00:00,1,1,0,2,9.84,11.365,81,12.998
3517 | 2012-02-20 05:00:00,1,1,0,2,9.84,10.605,60,23.9994
3518 | 2012-02-20 06:00:00,1,1,0,1,9.84,9.85,52,27.9993
3519 | 2012-02-20 07:00:00,1,1,0,2,9.02,9.85,55,22.0028
3520 | 2012-02-20 08:00:00,1,1,0,1,8.2,9.09,59,23.9994
3521 | 2012-02-20 09:00:00,1,1,0,1,8.2,9.09,59,23.9994
3522 | 2012-02-20 10:00:00,1,1,0,1,9.02,9.85,55,30.0026
3523 | 2012-02-20 11:00:00,1,1,0,1,10.66,11.365,48,23.9994
3524 | 2012-02-20 12:00:00,1,1,0,1,11.48,13.635,45,15.0013
3525 | 2012-02-20 13:00:00,1,1,0,1,12.3,14.395,42,19.0012
3526 | 2012-02-20 14:00:00,1,1,0,1,13.12,15.91,36,12.998
3527 | 2012-02-20 15:00:00,1,1,0,1,13.94,15.91,34,15.0013
3528 | 2012-02-20 16:00:00,1,1,0,1,14.76,18.94,29,7.0015
3529 | 2012-02-20 17:00:00,1,1,0,1,15.58,19.695,27,16.9979
3530 | 2012-02-20 18:00:00,1,1,0,1,13.94,15.91,34,15.0013
3531 | 2012-02-20 19:00:00,1,1,0,1,13.94,15.91,34,15.0013
3532 | 2012-02-20 20:00:00,1,1,0,1,13.94,16.665,34,12.998
3533 | 2012-02-20 21:00:00,1,1,0,1,12.3,15.15,39,11.0014
3534 | 2012-02-20 22:00:00,1,1,0,1,12.3,15.91,45,6.0032
3535 | 2012-02-20 23:00:00,1,1,0,1,12.3,16.665,39,0
3536 | 2012-02-21 00:00:00,1,0,1,1,10.66,15.15,65,0
3537 | 2012-02-21 01:00:00,1,0,1,1,10.66,15.15,56,0
3538 | 2012-02-21 02:00:00,1,0,1,1,9.84,14.395,60,0
3539 | 2012-02-21 04:00:00,1,0,1,1,9.02,13.635,64,0
3540 | 2012-02-21 05:00:00,1,0,1,1,8.2,12.88,69,0
3541 | 2012-02-21 06:00:00,1,0,1,1,8.2,12.88,75,0
3542 | 2012-02-21 07:00:00,1,0,1,1,9.02,13.635,64,0
3543 | 2012-02-21 08:00:00,1,0,1,1,8.2,11.365,69,6.0032
3544 | 2012-02-21 09:00:00,1,0,1,1,8.2,11.365,75,7.0015
3545 | 2012-02-21 10:00:00,1,0,1,1,9.84,11.365,70,12.998
3546 | 2012-02-21 11:00:00,1,0,1,2,10.66,12.12,70,19.0012
3547 | 2012-02-21 12:00:00,1,0,1,2,12.3,13.635,56,26.0027
3548 | 2012-02-21 13:00:00,1,0,1,1,13.94,15.15,49,27.9993
3549 | 2012-02-21 14:00:00,1,0,1,2,13.12,14.395,53,26.0027
3550 | 2012-02-21 15:00:00,1,0,1,1,13.94,15.15,49,27.9993
3551 | 2012-02-21 16:00:00,1,0,1,1,14.76,16.665,46,27.9993
3552 | 2012-02-21 17:00:00,1,0,1,1,15.58,19.695,40,30.0026
3553 | 2012-02-21 18:00:00,1,0,1,1,15.58,19.695,40,30.0026
3554 | 2012-02-21 19:00:00,1,0,1,1,14.76,16.665,46,19.9995
3555 | 2012-02-21 20:00:00,1,0,1,1,13.94,15.91,53,16.9979
3556 | 2012-02-21 21:00:00,1,0,1,1,13.94,16.665,61,11.0014
3557 | 2012-02-21 22:00:00,1,0,1,2,13.94,16.665,71,12.998
3558 | 2012-02-21 23:00:00,1,0,1,1,13.12,15.15,66,15.0013
3559 | 2012-02-22 00:00:00,1,0,1,1,13.12,15.15,66,15.0013
3560 | 2012-02-22 01:00:00,1,0,1,1,13.12,16.665,70,8.9981
3561 | 2012-02-22 02:00:00,1,0,1,1,13.94,15.91,66,19.0012
3562 | 2012-02-22 03:00:00,1,0,1,2,13.94,15.91,71,15.0013
3563 | 2012-02-22 04:00:00,1,0,1,1,13.94,16.665,71,11.0014
3564 | 2012-02-22 05:00:00,1,0,1,1,13.12,16.665,70,7.0015
3565 | 2012-02-22 06:00:00,1,0,1,1,13.12,15.91,76,11.0014
3566 | 2012-02-22 07:00:00,1,0,1,1,13.12,16.665,76,6.0032
3567 | 2012-02-22 08:00:00,1,0,1,1,12.3,15.91,75,6.0032
3568 | 2012-02-22 09:00:00,1,0,1,1,13.12,16.665,70,6.0032
3569 | 2012-02-22 10:00:00,1,0,1,1,13.94,17.425,71,6.0032
3570 | 2012-02-22 11:00:00,1,0,1,1,14.76,17.425,66,11.0014
3571 | 2012-02-22 12:00:00,1,0,1,1,16.4,20.455,62,19.0012
3572 | 2012-02-22 13:00:00,1,0,1,1,17.22,21.21,54,19.9995
3573 | 2012-02-22 14:00:00,1,0,1,1,18.04,21.97,54,22.0028
3574 | 2012-02-22 15:00:00,1,0,1,1,20.5,24.24,31,27.9993
3575 | 2012-02-22 16:00:00,1,0,1,1,21.32,25,29,31.0009
3576 | 2012-02-22 17:00:00,1,0,1,1,21.32,25,32,26.0027
3577 | 2012-02-22 18:00:00,1,0,1,2,19.68,23.485,41,22.0028
3578 | 2012-02-22 19:00:00,1,0,1,2,18.86,22.725,44,19.0012
3579 | 2012-02-22 20:00:00,1,0,1,2,18.04,21.97,47,12.998
3580 | 2012-02-22 21:00:00,1,0,1,2,19.68,23.485,33,19.0012
3581 | 2012-02-22 22:00:00,1,0,1,2,18.04,21.97,47,16.9979
3582 | 2012-02-22 23:00:00,1,0,1,2,18.86,22.725,41,19.0012
3583 | 2012-02-23 00:00:00,1,0,1,2,18.04,21.97,47,16.9979
3584 | 2012-02-23 01:00:00,1,0,1,2,18.04,21.97,58,19.0012
3585 | 2012-02-23 02:00:00,1,0,1,2,18.04,21.97,62,15.0013
3586 | 2012-02-23 03:00:00,1,0,1,3,18.04,21.97,67,12.998
3587 | 2012-02-23 04:00:00,1,0,1,1,16.4,20.455,76,15.0013
3588 | 2012-02-23 05:00:00,1,0,1,1,16.4,20.455,76,15.0013
3589 | 2012-02-23 06:00:00,1,0,1,1,14.76,17.425,87,12.998
3590 | 2012-02-23 07:00:00,1,0,1,1,14.76,17.425,81,15.0013
3591 | 2012-02-23 08:00:00,1,0,1,1,13.94,16.665,87,12.998
3592 | 2012-02-23 09:00:00,1,0,1,1,14.76,16.665,81,16.9979
3593 | 2012-02-23 10:00:00,1,0,1,1,17.22,21.21,67,12.998
3594 | 2012-02-23 11:00:00,1,0,1,1,19.68,23.485,48,19.0012
3595 | 2012-02-23 12:00:00,1,0,1,1,20.5,24.24,42,16.9979
3596 | 2012-02-23 13:00:00,1,0,1,1,21.32,25,39,12.998
3597 | 2012-02-23 14:00:00,1,0,1,1,22.14,25.76,37,16.9979
3598 | 2012-02-23 15:00:00,1,0,1,1,22.14,25.76,33,8.9981
3599 | 2012-02-23 16:00:00,1,0,1,1,22.96,26.515,32,0
3600 | 2012-02-23 17:00:00,1,0,1,1,22.14,25.76,32,11.0014
3601 | 2012-02-23 18:00:00,1,0,1,1,22.14,25.76,37,8.9981
3602 | 2012-02-23 19:00:00,1,0,1,1,20.5,24.24,39,6.0032
3603 | 2012-02-23 20:00:00,1,0,1,1,18.86,22.725,44,8.9981
3604 | 2012-02-23 21:00:00,1,0,1,1,18.04,21.97,51,15.0013
3605 | 2012-02-23 22:00:00,1,0,1,1,18.04,21.97,54,16.9979
3606 | 2012-02-23 23:00:00,1,0,1,1,18.04,21.97,54,0
3607 | 2012-02-24 00:00:00,1,0,1,2,18.04,21.97,58,6.0032
3608 | 2012-02-24 01:00:00,1,0,1,1,18.04,21.97,62,12.998
3609 | 2012-02-24 02:00:00,1,0,1,3,17.22,21.21,77,19.0012
3610 | 2012-02-24 03:00:00,1,0,1,1,17.22,21.21,82,8.9981
3611 | 2012-02-24 04:00:00,1,0,1,1,16.4,20.455,87,8.9981
3612 | 2012-02-24 05:00:00,1,0,1,2,16.4,20.455,87,12.998
3613 | 2012-02-24 06:00:00,1,0,1,2,16.4,20.455,87,11.0014
3614 | 2012-02-24 07:00:00,1,0,1,2,16.4,20.455,76,15.0013
3615 | 2012-02-24 08:00:00,1,0,1,2,15.58,19.695,76,22.0028
3616 | 2012-02-24 09:00:00,1,0,1,3,14.76,16.665,81,16.9979
3617 | 2012-02-24 10:00:00,1,0,1,3,14.76,17.425,81,11.0014
3618 | 2012-02-24 11:00:00,1,0,1,2,14.76,18.18,81,7.0015
3619 | 2012-02-24 12:00:00,1,0,1,2,16.4,20.455,76,8.9981
3620 | 2012-02-24 13:00:00,1,0,1,2,17.22,21.21,71,7.0015
3621 | 2012-02-24 14:00:00,1,0,1,2,18.86,22.725,67,7.0015
3622 | 2012-02-24 15:00:00,1,0,1,3,16.4,20.455,87,12.998
3623 | 2012-02-24 16:00:00,1,0,1,3,16.4,20.455,87,12.998
3624 | 2012-02-24 17:00:00,1,0,1,3,17.22,21.21,94,7.0015
3625 | 2012-02-24 18:00:00,1,0,1,2,17.22,21.21,94,0
3626 | 2012-02-24 19:00:00,1,0,1,2,18.04,21.97,88,7.0015
3627 | 2012-02-24 20:00:00,1,0,1,1,18.04,21.97,62,27.9993
3628 | 2012-02-24 21:00:00,1,0,1,1,17.22,21.21,35,54.002
3629 | 2012-02-24 22:00:00,1,0,1,1,16.4,20.455,37,39.0007
3630 | 2012-02-24 23:00:00,1,0,1,1,15.58,19.695,37,46.0022
3631 | 2012-02-25 00:00:00,1,0,0,1,14.76,16.665,43,26.0027
3632 | 2012-02-25 01:00:00,1,0,0,1,13.94,15.15,42,23.9994
3633 | 2012-02-25 02:00:00,1,0,0,1,13.12,15.15,45,16.9979
3634 | 2012-02-25 03:00:00,1,0,0,1,12.3,13.635,45,19.9995
3635 | 2012-02-25 04:00:00,1,0,0,1,12.3,13.635,42,22.0028
3636 | 2012-02-25 05:00:00,1,0,0,2,12.3,13.635,42,19.9995
3637 | 2012-02-25 06:00:00,1,0,0,2,12.3,13.635,42,19.9995
3638 | 2012-02-25 07:00:00,1,0,0,1,11.48,12.12,45,30.0026
3639 | 2012-02-25 08:00:00,1,0,0,1,10.66,11.365,48,19.9995
3640 | 2012-02-25 09:00:00,1,0,0,3,9.02,9.85,75,22.0028
3641 | 2012-02-25 10:00:00,1,0,0,1,10.66,11.365,60,23.9994
3642 | 2012-02-25 11:00:00,1,0,0,1,12.3,12.88,39,40.9973
3643 | 2012-02-25 12:00:00,1,0,0,1,13.12,13.635,29,43.9989
3644 | 2012-02-25 13:00:00,1,0,0,1,13.12,14.395,31,32.9975
3645 | 2012-02-25 14:00:00,1,0,0,1,13.12,13.635,29,36.9974
3646 | 2012-02-25 15:00:00,1,0,0,1,13.12,14.395,29,27.9993
3647 | 2012-02-25 16:00:00,1,0,0,1,13.12,13.635,26,39.0007
3648 | 2012-02-25 17:00:00,1,0,0,1,12.3,13.635,33,23.9994
3649 | 2012-02-25 18:00:00,1,0,0,1,12.3,12.88,28,39.0007
3650 | 2012-02-25 19:00:00,1,0,0,1,10.66,10.605,33,30.0026
3651 | 2012-02-25 20:00:00,1,0,0,1,10.66,10.605,30,36.9974
3652 | 2012-02-25 21:00:00,1,0,0,1,9.84,10.605,35,22.0028
3653 | 2012-02-25 22:00:00,1,0,0,1,9.84,9.85,38,31.0009
3654 | 2012-02-25 23:00:00,1,0,0,1,9.84,9.85,41,27.9993
3655 | 2012-02-26 00:00:00,1,0,0,1,9.84,10.605,41,23.9994
3656 | 2012-02-26 01:00:00,1,0,0,1,9.84,10.605,44,22.0028
3657 | 2012-02-26 02:00:00,1,0,0,1,9.84,10.605,44,22.0028
3658 | 2012-02-26 03:00:00,1,0,0,1,9.84,11.365,41,12.998
3659 | 2012-02-26 04:00:00,1,0,0,1,9.84,11.365,41,12.998
3660 | 2012-02-26 05:00:00,1,0,0,1,9.02,10.605,44,15.0013
3661 | 2012-02-26 06:00:00,1,0,0,1,9.02,9.85,44,22.0028
3662 | 2012-02-26 07:00:00,1,0,0,1,8.2,9.09,51,19.9995
3663 | 2012-02-26 08:00:00,1,0,0,1,8.2,9.85,51,16.9979
3664 | 2012-02-26 09:00:00,1,0,0,1,9.02,10.605,47,15.0013
3665 | 2012-02-26 10:00:00,1,0,0,1,10.66,12.88,41,11.0014
3666 | 2012-02-26 11:00:00,1,0,0,1,11.48,12.88,41,19.0012
3667 | 2012-02-26 12:00:00,1,0,0,1,12.3,15.15,39,8.9981
3668 | 2012-02-26 13:00:00,1,0,0,1,13.12,16.665,36,0
3669 | 2012-02-26 14:00:00,1,0,0,1,13.94,17.425,31,0
3670 | 2012-02-26 15:00:00,1,0,0,1,14.76,17.425,29,0
3671 | 2012-02-26 16:00:00,1,0,0,1,14.76,16.665,32,16.9979
3672 | 2012-02-26 17:00:00,1,0,0,1,14.76,17.425,32,15.0013
3673 | 2012-02-26 18:00:00,1,0,0,1,13.94,15.91,36,19.0012
3674 | 2012-02-26 19:00:00,1,0,0,1,13.94,16.665,34,11.0014
3675 | 2012-02-26 20:00:00,1,0,0,1,13.12,15.91,42,11.0014
3676 | 2012-02-26 21:00:00,1,0,0,1,12.3,15.15,45,8.9981
3677 | 2012-02-26 22:00:00,1,0,0,1,12.3,14.395,42,15.0013
3678 | 2012-02-26 23:00:00,1,0,0,1,10.66,12.88,56,11.0014
3679 | 2012-02-27 00:00:00,1,0,1,1,10.66,12.12,60,16.9979
3680 | 2012-02-27 01:00:00,1,0,1,1,10.66,12.88,65,15.0013
3681 | 2012-02-27 02:00:00,1,0,1,1,10.66,11.365,70,19.9995
3682 | 2012-02-27 03:00:00,1,0,1,1,9.84,12.12,75,11.0014
3683 | 2012-02-27 04:00:00,1,0,1,1,9.02,11.365,80,8.9981
3684 | 2012-02-27 05:00:00,1,0,1,1,9.02,11.365,80,8.9981
3685 | 2012-02-27 06:00:00,1,0,1,1,9.84,11.365,70,16.9979
3686 | 2012-02-27 07:00:00,1,0,1,1,9.84,11.365,60,15.0013
3687 | 2012-02-27 08:00:00,1,0,1,1,9.84,12.12,60,0
3688 | 2012-02-27 09:00:00,1,0,1,1,10.66,12.88,60,12.998
3689 | 2012-02-27 10:00:00,1,0,1,1,13.12,15.15,45,16.9979
3690 | 2012-02-27 11:00:00,1,0,1,1,14.76,16.665,43,16.9979
3691 | 2012-02-27 12:00:00,1,0,1,1,16.4,20.455,37,19.9995
3692 | 2012-02-27 13:00:00,1,0,1,1,16.4,20.455,43,19.0012
3693 | 2012-02-27 14:00:00,1,0,1,1,18.86,22.725,36,19.0012
3694 | 2012-02-27 15:00:00,1,0,1,1,21.32,25,25,27.9993
3695 | 2012-02-27 16:00:00,1,0,1,1,22.14,25.76,26,30.0026
3696 | 2012-02-27 17:00:00,1,0,1,1,22.14,25.76,24,30.0026
3697 | 2012-02-27 18:00:00,1,0,1,1,21.32,25,27,27.9993
3698 | 2012-02-27 19:00:00,1,0,1,1,20.5,24.24,29,26.0027
3699 | 2012-02-27 20:00:00,1,0,1,1,19.68,23.485,33,23.9994
3700 | 2012-02-27 21:00:00,1,0,1,1,18.86,22.725,36,19.0012
3701 | 2012-02-27 22:00:00,1,0,1,1,18.04,21.97,44,16.9979
3702 | 2012-02-27 23:00:00,1,0,1,1,17.22,21.21,50,11.0014
3703 | 2012-02-28 00:00:00,1,0,1,1,17.22,21.21,54,8.9981
3704 | 2012-02-28 01:00:00,1,0,1,1,15.58,19.695,62,11.0014
3705 | 2012-02-28 02:00:00,1,0,1,1,16.4,20.455,54,7.0015
3706 | 2012-02-28 03:00:00,1,0,1,1,16.4,20.455,32,23.9994
3707 | 2012-02-28 04:00:00,1,0,1,1,13.12,14.395,42,23.9994
3708 | 2012-02-28 05:00:00,1,0,1,1,13.12,14.395,42,23.9994
3709 | 2012-02-28 06:00:00,1,0,1,1,12.3,13.635,45,22.0028
3710 | 2012-02-28 07:00:00,1,0,1,1,11.48,12.88,45,19.9995
3711 | 2012-02-28 08:00:00,1,0,1,1,10.66,12.12,48,19.0012
3712 | 2012-02-28 09:00:00,1,0,1,1,11.48,12.88,45,23.9994
3713 | 2012-02-28 10:00:00,1,0,1,1,12.3,13.635,42,19.9995
3714 | 2012-02-28 11:00:00,1,0,1,1,13.94,15.91,36,16.9979
3715 | 2012-02-28 12:00:00,1,0,1,1,14.76,17.425,34,8.9981
3716 | 2012-02-28 13:00:00,1,0,1,1,14.76,18.18,32,7.0015
3717 | 2012-02-28 14:00:00,1,0,1,1,16.4,20.455,28,7.0015
3718 | 2012-02-28 15:00:00,1,0,1,1,17.22,21.21,26,6.0032
3719 | 2012-02-28 16:00:00,1,0,1,1,17.22,21.21,28,6.0032
3720 | 2012-02-28 17:00:00,1,0,1,1,17.22,21.21,26,6.0032
3721 | 2012-02-28 18:00:00,1,0,1,1,17.22,21.21,28,11.0014
3722 | 2012-02-28 19:00:00,1,0,1,1,17.22,21.21,26,0
3723 | 2012-02-28 20:00:00,1,0,1,1,16.4,20.455,30,8.9981
3724 | 2012-02-28 21:00:00,1,0,1,1,13.94,17.425,46,7.0015
3725 | 2012-02-28 22:00:00,1,0,1,1,13.94,17.425,46,7.0015
3726 | 2012-02-28 23:00:00,1,0,1,1,13.12,15.15,53,15.0013
3727 | 2012-02-29 00:00:00,1,0,1,1,13.12,16.665,53,7.0015
3728 | 2012-02-29 01:00:00,1,0,1,1,13.12,16.665,49,7.0015
3729 | 2012-02-29 02:00:00,1,0,1,1,12.3,14.395,56,15.0013
3730 | 2012-02-29 03:00:00,1,0,1,1,11.48,15.15,70,6.0032
3731 | 2012-02-29 05:00:00,1,0,1,1,10.66,14.395,75,6.0032
3732 | 2012-02-29 06:00:00,1,0,1,2,11.48,15.15,75,6.0032
3733 | 2012-02-29 07:00:00,1,0,1,2,10.66,13.635,81,8.9981
3734 | 2012-02-29 08:00:00,1,0,1,2,11.48,14.395,75,7.0015
3735 | 2012-02-29 09:00:00,1,0,1,3,12.3,15.15,81,11.0014
3736 | 2012-02-29 10:00:00,1,0,1,3,12.3,15.15,81,11.0014
3737 | 2012-02-29 11:00:00,1,0,1,3,12.3,14.395,87,12.998
3738 | 2012-02-29 12:00:00,1,0,1,3,13.12,15.15,93,22.0028
3739 | 2012-02-29 13:00:00,1,0,1,2,14.76,16.665,93,23.9994
3740 | 2012-02-29 14:00:00,1,0,1,2,14.76,16.665,93,23.9994
3741 | 2012-02-29 15:00:00,1,0,1,2,16.4,20.455,82,19.0012
3742 | 2012-02-29 16:00:00,1,0,1,3,16.4,20.455,82,15.0013
3743 | 2012-02-29 17:00:00,1,0,1,2,16.4,20.455,87,11.0014
3744 | 2012-02-29 18:00:00,1,0,1,3,16.4,20.455,87,0
3745 | 2012-02-29 19:00:00,1,0,1,2,16.4,20.455,87,7.0015
3746 | 2012-02-29 20:00:00,1,0,1,3,17.22,21.21,88,11.0014
3747 | 2012-02-29 21:00:00,1,0,1,3,17.22,21.21,88,11.0014
3748 | 2012-02-29 22:00:00,1,0,1,3,17.22,21.21,94,16.9979
3749 | 2012-02-29 23:00:00,1,0,1,3,17.22,21.21,94,16.9979
3750 | 2012-03-20 00:00:00,1,0,1,2,22.96,26.515,78,6.0032
3751 | 2012-03-20 01:00:00,1,0,1,1,22.14,25.76,88,0
3752 | 2012-03-20 02:00:00,1,0,1,1,22.14,25.76,88,6.0032
3753 | 2012-03-20 03:00:00,1,0,1,2,22.14,25.76,88,0
3754 | 2012-03-20 04:00:00,1,0,1,2,21.32,25,88,8.9981
3755 | 2012-03-20 05:00:00,1,0,1,2,21.32,25,94,0
3756 | 2012-03-20 06:00:00,1,0,1,2,21.32,25,94,11.0014
3757 | 2012-03-20 07:00:00,1,0,1,3,21.32,25,94,15.0013
3758 | 2012-03-20 08:00:00,1,0,1,2,21.32,25,88,7.0015
3759 | 2012-03-20 09:00:00,1,0,1,2,22.14,25.76,88,11.0014
3760 | 2012-03-20 10:00:00,1,0,1,1,22.14,25.76,88,12.998
3761 | 2012-03-20 11:00:00,1,0,1,1,23.78,27.275,83,8.9981
3762 | 2012-03-20 12:00:00,1,0,1,1,24.6,28.79,78,16.9979
3763 | 2012-03-20 13:00:00,1,0,1,1,24.6,28.79,78,12.998
3764 | 2012-03-20 14:00:00,1,0,1,2,24.6,29.545,73,11.0014
3765 | 2012-03-20 15:00:00,1,0,1,2,25.42,30.305,69,7.0015
3766 | 2012-03-20 16:00:00,1,0,1,1,25.42,30.305,66,15.0013
3767 | 2012-03-20 17:00:00,1,0,1,1,24.6,29.545,73,12.998
3768 | 2012-03-20 18:00:00,1,0,1,1,24.6,29.545,69,16.9979
3769 | 2012-03-20 19:00:00,1,0,1,1,23.78,27.275,73,8.9981
3770 | 2012-03-20 20:00:00,1,0,1,1,23.78,27.275,68,6.0032
3771 | 2012-03-20 21:00:00,1,0,1,1,22.96,26.515,73,0
3772 | 2012-03-20 22:00:00,1,0,1,1,22.14,25.76,77,0
3773 | 2012-03-20 23:00:00,1,0,1,1,21.32,25,83,0
3774 | 2012-03-21 00:00:00,2,0,1,1,21.32,25,88,0
3775 | 2012-03-21 01:00:00,2,0,1,1,21.32,25,83,6.0032
3776 | 2012-03-21 02:00:00,2,0,1,1,20.5,24.24,88,8.9981
3777 | 2012-03-21 03:00:00,2,0,1,2,20.5,24.24,88,12.998
3778 | 2012-03-21 04:00:00,2,0,1,2,20.5,24.24,88,8.9981
3779 | 2012-03-21 05:00:00,2,0,1,2,20.5,24.24,88,8.9981
3780 | 2012-03-21 06:00:00,2,0,1,2,19.68,23.485,94,15.0013
3781 | 2012-03-21 07:00:00,2,0,1,3,19.68,23.485,94,12.998
3782 | 2012-03-21 08:00:00,2,0,1,3,19.68,23.485,94,7.0015
3783 | 2012-03-21 09:00:00,2,0,1,2,20.5,24.24,88,11.0014
3784 | 2012-03-21 10:00:00,2,0,1,2,21.32,25,83,11.0014
3785 | 2012-03-21 11:00:00,2,0,1,2,21.32,25,83,11.0014
3786 | 2012-03-21 12:00:00,2,0,1,2,22.14,25.76,77,0
3787 | 2012-03-21 13:00:00,2,0,1,2,22.14,25.76,83,0
3788 | 2012-03-21 14:00:00,2,0,1,2,22.96,26.515,78,0
3789 | 2012-03-21 15:00:00,2,0,1,2,22.96,26.515,78,0
3790 | 2012-03-21 16:00:00,2,0,1,1,23.78,27.275,73,0
3791 | 2012-03-21 17:00:00,2,0,1,1,24.6,29.545,69,6.0032
3792 | 2012-03-21 18:00:00,2,0,1,1,24.6,29.545,69,0
3793 | 2012-03-21 19:00:00,2,0,1,1,24.6,30.305,64,0
3794 | 2012-03-21 20:00:00,2,0,1,1,22.96,26.515,78,6.0032
3795 | 2012-03-21 21:00:00,2,0,1,1,22.14,25.76,83,7.0015
3796 | 2012-03-21 22:00:00,2,0,1,1,21.32,25,83,11.0014
3797 | 2012-03-21 23:00:00,2,0,1,1,22.14,25.76,77,0
3798 | 2012-03-22 00:00:00,2,0,1,1,21.32,25,83,6.0032
3799 | 2012-03-22 01:00:00,2,0,1,1,21.32,25,83,6.0032
3800 | 2012-03-22 02:00:00,2,0,1,1,21.32,25,83,6.0032
3801 | 2012-03-22 03:00:00,2,0,1,1,21.32,25,83,6.0032
3802 | 2012-03-22 04:00:00,2,0,1,2,19.68,23.485,100,6.0032
3803 | 2012-03-22 05:00:00,2,0,1,2,19.68,23.485,100,6.0032
3804 | 2012-03-22 06:00:00,2,0,1,2,19.68,23.485,100,6.0032
3805 | 2012-03-22 07:00:00,2,0,1,2,19.68,23.485,100,6.0032
3806 | 2012-03-22 08:00:00,2,0,1,2,20.5,24.24,94,6.0032
3807 | 2012-03-22 09:00:00,2,0,1,2,20.5,24.24,94,6.0032
3808 | 2012-03-22 10:00:00,2,0,1,2,20.5,24.24,100,6.0032
3809 | 2012-03-22 11:00:00,2,0,1,2,21.32,25,94,0
3810 | 2012-03-22 12:00:00,2,0,1,2,22.14,25.76,88,12.998
3811 | 2012-03-22 13:00:00,2,0,1,1,23.78,27.275,78,6.0032
3812 | 2012-03-22 14:00:00,2,0,1,1,24.6,29.545,73,7.0015
3813 | 2012-03-22 15:00:00,2,0,1,1,25.42,30.305,69,12.998
3814 | 2012-03-22 16:00:00,2,0,1,1,26.24,30.305,65,12.998
3815 | 2012-03-22 17:00:00,2,0,1,1,27.06,31.06,65,11.0014
3816 | 2012-03-22 18:00:00,2,0,1,1,27.06,31.06,65,11.0014
3817 | 2012-03-22 19:00:00,2,0,1,1,27.06,31.06,61,0
3818 | 2012-03-22 20:00:00,2,0,1,1,25.42,29.545,73,19.0012
3819 | 2012-03-22 21:00:00,2,0,1,1,23.78,27.275,78,11.0014
3820 | 2012-03-22 22:00:00,2,0,1,1,22.96,26.515,83,12.998
3821 | 2012-03-22 23:00:00,2,0,1,1,22.96,26.515,83,6.0032
3822 | 2012-03-23 00:00:00,2,0,1,1,22.96,26.515,83,0
3823 | 2012-03-23 01:00:00,2,0,1,1,22.14,25.76,88,0
3824 | 2012-03-23 02:00:00,2,0,1,1,22.14,25.76,88,6.0032
3825 | 2012-03-23 03:00:00,2,0,1,1,21.32,25,88,7.0015
3826 | 2012-03-23 04:00:00,2,0,1,2,20.5,24.24,94,7.0015
3827 | 2012-03-23 05:00:00,2,0,1,2,20.5,24.24,94,0
3828 | 2012-03-23 06:00:00,2,0,1,2,20.5,24.24,88,0
3829 | 2012-03-23 07:00:00,2,0,1,2,20.5,24.24,93,8.9981
3830 | 2012-03-23 08:00:00,2,0,1,2,20.5,24.24,94,8.9981
3831 | 2012-03-23 09:00:00,2,0,1,2,21.32,25,90,6.0032
3832 | 2012-03-23 10:00:00,2,0,1,2,22.96,26.515,88,7.0015
3833 | 2012-03-23 11:00:00,2,0,1,2,25.42,29.545,73,7.0015
3834 | 2012-03-23 12:00:00,2,0,1,2,27.06,31.06,61,15.0013
3835 | 2012-03-23 13:00:00,2,0,1,2,28.7,32.575,48,0
3836 | 2012-03-23 14:00:00,2,0,1,2,29.52,32.575,42,7.0015
3837 | 2012-03-23 15:00:00,2,0,1,2,29.52,32.575,42,8.9981
3838 | 2012-03-23 16:00:00,2,0,1,2,29.52,32.575,42,11.0014
3839 | 2012-03-23 17:00:00,2,0,1,2,29.52,32.575,42,11.0014
3840 | 2012-03-23 18:00:00,2,0,1,1,28.7,31.82,45,11.0014
3841 | 2012-03-23 19:00:00,2,0,1,1,27.06,31.06,50,12.998
3842 | 2012-03-23 20:00:00,2,0,1,1,27.06,31.06,47,8.9981
3843 | 2012-03-23 21:00:00,2,0,1,1,25.42,31.06,53,7.0015
3844 | 2012-03-23 22:00:00,2,0,1,1,24.6,30.305,64,19.0012
3845 | 2012-03-23 23:00:00,2,0,1,1,24.6,29.545,69,16.9979
3846 | 2012-03-24 00:00:00,2,0,0,1,23.78,27.275,68,0
3847 | 2012-03-24 01:00:00,2,0,0,1,22.96,26.515,73,6.0032
3848 | 2012-03-24 02:00:00,2,0,0,1,22.14,25.76,77,7.0015
3849 | 2012-03-24 03:00:00,2,0,0,1,22.14,25.76,77,7.0015
3850 | 2012-03-24 04:00:00,2,0,0,1,21.32,25,83,6.0032
3851 | 2012-03-24 05:00:00,2,0,0,2,21.32,25,83,11.0014
3852 | 2012-03-24 06:00:00,2,0,0,2,21.32,25,83,11.0014
3853 | 2012-03-24 07:00:00,2,0,0,2,20.5,24.24,88,8.9981
3854 | 2012-03-24 08:00:00,2,0,0,2,20.5,24.24,94,12.998
3855 | 2012-03-24 09:00:00,2,0,0,2,21.32,25,83,8.9981
3856 | 2012-03-24 10:00:00,2,0,0,2,21.32,25,88,12.998
3857 | 2012-03-24 11:00:00,2,0,0,2,20.5,24.24,94,12.998
3858 | 2012-03-24 12:00:00,2,0,0,3,21.32,25,94,15.0013
3859 | 2012-03-24 13:00:00,2,0,0,3,21.32,25,94,16.9979
3860 | 2012-03-24 14:00:00,2,0,0,3,21.32,25,88,23.9994
3861 | 2012-03-24 15:00:00,2,0,0,3,20.5,24.24,94,27.9993
3862 | 2012-03-24 16:00:00,2,0,0,3,20.5,24.24,94,19.9995
3863 | 2012-03-24 17:00:00,2,0,0,3,20.5,24.24,88,15.0013
3864 | 2012-03-24 18:00:00,2,0,0,3,18.86,22.725,94,15.0013
3865 | 2012-03-24 19:00:00,2,0,0,3,18.86,22.725,94,8.9981
3866 | 2012-03-24 20:00:00,2,0,0,3,18.04,21.97,100,12.998
3867 | 2012-03-24 21:00:00,2,0,0,3,18.04,21.97,100,12.998
3868 | 2012-03-24 22:00:00,2,0,0,3,18.04,21.97,100,16.9979
3869 | 2012-03-24 23:00:00,2,0,0,2,18.04,21.97,94,19.0012
3870 | 2012-03-25 00:00:00,2,0,0,2,18.04,21.97,94,19.0012
3871 | 2012-03-25 01:00:00,2,0,0,2,17.22,21.21,100,16.9979
3872 | 2012-03-25 02:00:00,2,0,0,3,17.22,21.21,100,19.9995
3873 | 2012-03-25 03:00:00,2,0,0,3,17.22,21.21,94,19.9995
3874 | 2012-03-25 04:00:00,2,0,0,2,17.22,21.21,94,22.0028
3875 | 2012-03-25 05:00:00,2,0,0,2,16.4,20.455,100,16.9979
3876 | 2012-03-25 06:00:00,2,0,0,2,16.4,20.455,100,16.9979
3877 | 2012-03-25 07:00:00,2,0,0,2,16.4,20.455,94,22.0028
3878 | 2012-03-25 08:00:00,2,0,0,2,16.4,20.455,94,22.0028
3879 | 2012-03-25 09:00:00,2,0,0,2,16.4,20.455,94,16.9979
3880 | 2012-03-25 10:00:00,2,0,0,2,16.4,20.455,87,22.0028
3881 | 2012-03-25 11:00:00,2,0,0,2,16.4,20.455,94,16.9979
3882 | 2012-03-25 12:00:00,2,0,0,2,16.4,20.455,94,15.0013
3883 | 2012-03-25 13:00:00,2,0,0,2,17.22,21.21,88,11.0014
3884 | 2012-03-25 14:00:00,2,0,0,2,18.04,21.97,88,11.0014
3885 | 2012-03-25 15:00:00,2,0,0,2,18.04,21.97,88,12.998
3886 | 2012-03-25 16:00:00,2,0,0,1,19.68,23.485,77,0
3887 | 2012-03-25 17:00:00,2,0,0,1,20.5,24.24,72,6.0032
3888 | 2012-03-25 18:00:00,2,0,0,1,20.5,24.24,72,6.0032
3889 | 2012-03-25 19:00:00,2,0,0,1,20.5,24.24,72,16.9979
3890 | 2012-03-25 20:00:00,2,0,0,1,19.68,23.485,77,15.0013
3891 | 2012-03-25 21:00:00,2,0,0,1,19.68,23.485,77,11.0014
3892 | 2012-03-25 22:00:00,2,0,0,1,18.86,22.725,82,8.9981
3893 | 2012-03-25 23:00:00,2,0,0,1,19.68,23.485,82,8.9981
3894 | 2012-03-26 00:00:00,2,0,1,2,19.68,23.485,82,11.0014
3895 | 2012-03-26 01:00:00,2,0,1,1,19.68,23.485,82,16.9979
3896 | 2012-03-26 02:00:00,2,0,1,1,18.86,22.725,88,15.0013
3897 | 2012-03-26 03:00:00,2,0,1,1,18.86,22.725,82,12.998
3898 | 2012-03-26 04:00:00,2,0,1,1,18.04,21.97,82,11.0014
3899 | 2012-03-26 05:00:00,2,0,1,1,18.04,21.97,77,11.0014
3900 | 2012-03-26 06:00:00,2,0,1,1,17.22,21.21,82,12.998
3901 | 2012-03-26 07:00:00,2,0,1,1,18.04,21.97,72,12.998
3902 | 2012-03-26 08:00:00,2,0,1,1,18.04,21.97,62,15.0013
3903 | 2012-03-26 09:00:00,2,0,1,1,18.86,22.725,47,19.0012
3904 | 2012-03-26 10:00:00,2,0,1,1,20.5,24.24,36,39.0007
3905 | 2012-03-26 11:00:00,2,0,1,1,19.68,23.485,31,39.0007
3906 | 2012-03-26 12:00:00,2,0,1,1,19.68,23.485,33,35.0008
3907 | 2012-03-26 13:00:00,2,0,1,1,19.68,23.485,29,46.0022
3908 | 2012-03-26 14:00:00,2,0,1,1,19.68,23.485,33,30.0026
3909 | 2012-03-26 15:00:00,2,0,1,1,19.68,23.485,29,40.9973
3910 | 2012-03-26 16:00:00,2,0,1,1,19.68,23.485,25,43.0006
3911 | 2012-03-26 17:00:00,2,0,1,1,18.86,22.725,24,30.0026
3912 | 2012-03-26 18:00:00,2,0,1,1,18.04,21.97,26,30.0026
3913 | 2012-03-26 19:00:00,2,0,1,1,17.22,21.21,24,23.9994
3914 | 2012-03-26 20:00:00,2,0,1,1,16.4,20.455,26,35.0008
3915 | 2012-03-26 21:00:00,2,0,1,1,15.58,19.695,25,32.9975
3916 | 2012-03-26 22:00:00,2,0,1,1,14.76,16.665,25,23.9994
3917 | 2012-03-26 23:00:00,2,0,1,1,13.94,14.395,25,35.0008
3918 | 2012-03-27 00:00:00,2,0,1,1,13.12,14.395,26,35.0008
3919 | 2012-03-27 01:00:00,2,0,1,1,12.3,13.635,26,31.0009
3920 | 2012-03-27 02:00:00,2,0,1,1,10.66,11.365,30,19.9995
3921 | 2012-03-27 03:00:00,2,0,1,1,10.66,11.365,30,22.0028
3922 | 2012-03-27 04:00:00,2,0,1,1,9.84,10.605,32,23.9994
3923 | 2012-03-27 05:00:00,2,0,1,1,9.02,10.605,37,19.0012
3924 | 2012-03-27 06:00:00,2,0,1,1,9.02,11.365,37,12.998
3925 | 2012-03-27 07:00:00,2,0,1,1,9.02,11.365,37,12.998
3926 | 2012-03-27 08:00:00,2,0,1,1,9.02,10.605,37,19.9995
3927 | 2012-03-27 09:00:00,2,0,1,1,9.84,11.365,38,12.998
3928 | 2012-03-27 10:00:00,2,0,1,1,10.66,12.88,35,15.0013
3929 | 2012-03-27 11:00:00,2,0,1,1,12.3,15.15,31,11.0014
3930 | 2012-03-27 12:00:00,2,0,1,1,13.12,15.91,31,11.0014
3931 | 2012-03-27 13:00:00,2,0,1,1,14.76,17.425,27,0
3932 | 2012-03-27 14:00:00,2,0,1,1,16.4,20.455,24,8.9981
3933 | 2012-03-27 15:00:00,2,0,1,1,17.22,21.21,20,0
3934 | 2012-03-27 16:00:00,2,0,1,1,17.22,21.21,20,0
3935 | 2012-03-27 17:00:00,2,0,1,1,18.04,21.97,16,0
3936 | 2012-03-27 18:00:00,2,0,1,1,17.22,21.21,17,6.0032
3937 | 2012-03-27 19:00:00,2,0,1,1,17.22,21.21,17,0
3938 | 2012-03-27 20:00:00,2,0,1,1,17.22,21.21,17,6.0032
3939 | 2012-03-27 21:00:00,2,0,1,1,14.76,17.425,37,11.0014
3940 | 2012-03-27 22:00:00,2,0,1,1,14.76,17.425,37,8.9981
3941 | 2012-03-27 23:00:00,2,0,1,1,14.76,17.425,37,12.998
3942 | 2012-03-28 00:00:00,2,0,1,1,14.76,16.665,40,19.0012
3943 | 2012-03-28 01:00:00,2,0,1,1,14.76,16.665,46,19.9995
3944 | 2012-03-28 02:00:00,2,0,1,1,13.94,15.15,49,19.9995
3945 | 2012-03-28 03:00:00,2,0,1,1,13.94,15.15,42,22.0028
3946 | 2012-03-28 04:00:00,2,0,1,1,14.76,16.665,43,19.9995
3947 | 2012-03-28 05:00:00,2,0,1,1,14.76,16.665,43,19.9995
3948 | 2012-03-28 06:00:00,2,0,1,1,14.76,16.665,46,23.9994
3949 | 2012-03-28 07:00:00,2,0,1,1,14.76,16.665,46,22.0028
3950 | 2012-03-28 08:00:00,2,0,1,1,15.58,19.695,46,23.9994
3951 | 2012-03-28 09:00:00,2,0,1,1,16.4,20.455,43,30.0026
3952 | 2012-03-28 10:00:00,2,0,1,1,18.86,22.725,41,27.9993
3953 | 2012-03-28 11:00:00,2,0,1,1,20.5,24.24,42,26.0027
3954 | 2012-03-28 12:00:00,2,0,1,2,22.14,25.76,39,23.9994
3955 | 2012-03-28 13:00:00,2,0,1,1,22.96,26.515,43,22.0028
3956 | 2012-03-28 14:00:00,2,0,1,1,25.42,31.06,38,23.9994
3957 | 2012-03-28 15:00:00,2,0,1,2,25.42,31.06,41,19.9995
3958 | 2012-03-28 16:00:00,2,0,1,3,25.42,31.06,43,6.0032
3959 | 2012-03-28 17:00:00,2,0,1,1,24.6,30.305,60,15.0013
3960 | 2012-03-28 18:00:00,2,0,1,1,24.6,30.305,60,15.0013
3961 | 2012-03-28 19:00:00,2,0,1,1,24.6,31.06,56,12.998
3962 | 2012-03-28 20:00:00,2,0,1,1,24.6,31.06,56,19.9995
3963 | 2012-03-28 21:00:00,2,0,1,1,23.78,27.275,60,16.9979
3964 | 2012-03-28 22:00:00,2,0,1,1,22.96,26.515,64,8.9981
3965 | 2012-03-28 23:00:00,2,0,1,1,22.14,25.76,68,8.9981
3966 | 2012-03-29 00:00:00,2,0,1,1,22.14,25.76,68,12.998
3967 | 2012-03-29 01:00:00,2,0,1,1,22.96,26.515,60,8.9981
3968 | 2012-03-29 02:00:00,2,0,1,1,24.6,30.305,28,19.9995
3969 | 2012-03-29 03:00:00,2,0,1,1,23.78,27.275,28,16.9979
3970 | 2012-03-29 04:00:00,2,0,1,1,21.32,25,36,16.9979
3971 | 2012-03-29 05:00:00,2,0,1,1,20.5,24.24,45,15.0013
3972 | 2012-03-29 06:00:00,2,0,1,1,18.86,22.725,59,16.9979
3973 | 2012-03-29 07:00:00,2,0,1,1,18.86,22.725,51,23.9994
3974 | 2012-03-29 08:00:00,2,0,1,1,18.86,22.725,47,27.9993
3975 | 2012-03-29 09:00:00,2,0,1,1,19.68,23.485,48,27.9993
3976 | 2012-03-29 10:00:00,2,0,1,1,18.86,22.725,47,30.0026
3977 | 2012-03-29 11:00:00,2,0,1,1,20.5,24.24,45,27.9993
3978 | 2012-03-29 12:00:00,2,0,1,1,20.5,24.24,42,32.9975
3979 | 2012-03-29 13:00:00,2,0,1,1,18.86,22.725,44,22.0028
3980 | 2012-03-29 14:00:00,2,0,1,1,20.5,24.24,42,23.9994
3981 | 2012-03-29 15:00:00,2,0,1,1,21.32,25,39,23.9994
3982 | 2012-03-29 16:00:00,2,0,1,1,21.32,25,36,22.0028
3983 | 2012-03-29 17:00:00,2,0,1,1,21.32,25,38,26.0027
3984 | 2012-03-29 18:00:00,2,0,1,1,20.5,24.24,39,19.9995
3985 | 2012-03-29 19:00:00,2,0,1,1,19.68,23.485,39,19.0012
3986 | 2012-03-29 20:00:00,2,0,1,1,18.86,22.725,38,19.9995
3987 | 2012-03-29 21:00:00,2,0,1,1,18.04,21.97,44,19.0012
3988 | 2012-03-29 22:00:00,2,0,1,1,17.22,21.21,44,19.0012
3989 | 2012-03-29 23:00:00,2,0,1,1,17.22,21.21,47,19.9995
3990 | 2012-03-30 00:00:00,2,0,1,1,16.4,20.455,47,19.9995
3991 | 2012-03-30 01:00:00,2,0,1,1,15.58,19.695,50,19.0012
3992 | 2012-03-30 02:00:00,2,0,1,1,14.76,16.665,53,19.9995
3993 | 2012-03-30 03:00:00,2,0,1,1,13.94,16.665,61,8.9981
3994 | 2012-03-30 04:00:00,2,0,1,1,13.94,17.425,53,6.0032
3995 | 2012-03-30 05:00:00,2,0,1,1,13.12,16.665,61,6.0032
3996 | 2012-03-30 06:00:00,2,0,1,1,13.12,16.665,57,8.9981
3997 | 2012-03-30 07:00:00,2,0,1,1,13.12,15.91,57,11.0014
3998 | 2012-03-30 08:00:00,2,0,1,1,13.12,15.91,66,11.0014
3999 | 2012-03-30 09:00:00,2,0,1,1,13.94,16.665,57,11.0014
4000 | 2012-03-30 10:00:00,2,0,1,2,14.76,18.18,57,7.0015
4001 | 2012-03-30 11:00:00,2,0,1,2,14.76,18.94,53,0
4002 | 2012-03-30 12:00:00,2,0,1,2,15.58,19.695,54,0
4003 | 2012-03-30 13:00:00,2,0,1,3,16.4,20.455,50,0
4004 | 2012-03-30 14:00:00,2,0,1,3,16.4,20.455,54,0
4005 | 2012-03-30 15:00:00,2,0,1,3,17.22,21.21,54,0
4006 | 2012-03-30 16:00:00,2,0,1,3,16.4,20.455,62,19.0012
4007 | 2012-03-30 17:00:00,2,0,1,2,16.4,20.455,62,15.0013
4008 | 2012-03-30 18:00:00,2,0,1,1,17.22,21.21,54,12.998
4009 | 2012-03-30 19:00:00,2,0,1,1,16.4,20.455,62,15.0013
4010 | 2012-03-30 20:00:00,2,0,1,1,16.4,20.455,62,11.0014
4011 | 2012-03-30 21:00:00,2,0,1,1,15.58,19.695,66,8.9981
4012 | 2012-03-30 22:00:00,2,0,1,1,14.76,17.425,71,11.0014
4013 | 2012-03-30 23:00:00,2,0,1,1,14.76,18.94,71,0
4014 | 2012-03-31 00:00:00,2,0,0,1,15.58,19.695,82,12.998
4015 | 2012-03-31 01:00:00,2,0,0,2,16.4,20.455,76,12.998
4016 | 2012-03-31 02:00:00,2,0,0,2,17.22,21.21,77,16.9979
4017 | 2012-03-31 03:00:00,2,0,0,1,16.4,20.455,82,16.9979
4018 | 2012-03-31 04:00:00,2,0,0,1,17.22,21.21,77,27.9993
4019 | 2012-03-31 05:00:00,2,0,0,1,16.4,20.455,82,15.0013
4020 | 2012-03-31 06:00:00,2,0,0,2,14.76,17.425,87,11.0014
4021 | 2012-03-31 07:00:00,2,0,0,2,14.76,17.425,87,11.0014
4022 | 2012-03-31 08:00:00,2,0,0,2,14.76,17.425,87,12.998
4023 | 2012-03-31 09:00:00,2,0,0,2,16.4,20.455,76,12.998
4024 | 2012-03-31 10:00:00,2,0,0,2,16.4,20.455,76,8.9981
4025 | 2012-03-31 11:00:00,2,0,0,1,18.86,22.725,72,8.9981
4026 | 2012-03-31 12:00:00,2,0,0,1,19.68,23.485,67,0
4027 | 2012-03-31 13:00:00,2,0,0,1,22.14,25.76,60,8.9981
4028 | 2012-03-31 14:00:00,2,0,0,2,20.5,24.24,63,16.9979
4029 | 2012-03-31 15:00:00,2,0,0,2,21.32,25,59,19.0012
4030 | 2012-03-31 16:00:00,2,0,0,2,20.5,24.24,63,19.9995
4031 | 2012-03-31 17:00:00,2,0,0,1,19.68,23.485,67,27.9993
4032 | 2012-03-31 18:00:00,2,0,0,2,18.04,21.97,72,31.0009
4033 | 2012-03-31 19:00:00,2,0,0,1,17.22,21.21,71,30.0026
4034 | 2012-03-31 20:00:00,2,0,0,2,16.4,20.455,71,22.0028
4035 | 2012-03-31 21:00:00,2,0,0,2,16.4,20.455,71,22.0028
4036 | 2012-03-31 22:00:00,2,0,0,2,15.58,19.695,71,16.9979
4037 | 2012-03-31 23:00:00,2,0,0,2,14.76,16.665,76,19.0012
4038 | 2012-04-20 00:00:00,2,0,1,1,19.68,23.485,67,7.0015
4039 | 2012-04-20 01:00:00,2,0,1,1,18.86,22.725,82,12.998
4040 | 2012-04-20 02:00:00,2,0,1,1,18.04,21.97,88,12.998
4041 | 2012-04-20 03:00:00,2,0,1,1,18.04,21.97,88,7.0015
4042 | 2012-04-20 04:00:00,2,0,1,1,17.22,21.21,94,7.0015
4043 | 2012-04-20 05:00:00,2,0,1,1,17.22,21.21,94,0
4044 | 2012-04-20 06:00:00,2,0,1,1,17.22,21.21,88,0
4045 | 2012-04-20 07:00:00,2,0,1,1,17.22,21.21,94,0
4046 | 2012-04-20 08:00:00,2,0,1,1,18.04,21.97,94,0
4047 | 2012-04-20 09:00:00,2,0,1,1,18.86,22.725,88,6.0032
4048 | 2012-04-20 10:00:00,2,0,1,1,20.5,24.24,77,12.998
4049 | 2012-04-20 11:00:00,2,0,1,1,22.14,25.76,68,11.0014
4050 | 2012-04-20 12:00:00,2,0,1,1,23.78,27.275,53,12.998
4051 | 2012-04-20 13:00:00,2,0,1,1,25.42,31.06,43,12.998
4052 | 2012-04-20 14:00:00,2,0,1,1,26.24,31.06,44,15.0013
4053 | 2012-04-20 15:00:00,2,0,1,1,26.24,31.06,47,12.998
4054 | 2012-04-20 16:00:00,2,0,1,1,27.06,31.06,44,12.998
4055 | 2012-04-20 17:00:00,2,0,1,1,26.24,31.06,47,19.0012
4056 | 2012-04-20 18:00:00,2,0,1,1,25.42,31.06,50,19.0012
4057 | 2012-04-20 19:00:00,2,0,1,1,24.6,31.06,53,12.998
4058 | 2012-04-20 20:00:00,2,0,1,1,23.78,27.275,56,11.0014
4059 | 2012-04-20 21:00:00,2,0,1,1,22.96,26.515,68,8.9981
4060 | 2012-04-20 22:00:00,2,0,1,1,22.14,25.76,68,16.9979
4061 | 2012-04-20 23:00:00,2,0,1,1,21.32,25,72,8.9981
4062 | 2012-04-21 00:00:00,2,0,0,1,21.32,25,77,15.0013
4063 | 2012-04-21 01:00:00,2,0,0,1,21.32,25,77,15.0013
4064 | 2012-04-21 02:00:00,2,0,0,1,21.32,25,77,8.9981
4065 | 2012-04-21 03:00:00,2,0,0,1,20.5,24.24,82,15.0013
4066 | 2012-04-21 04:00:00,2,0,0,1,20.5,24.24,82,16.9979
4067 | 2012-04-21 05:00:00,2,0,0,1,20.5,24.24,82,16.9979
4068 | 2012-04-21 06:00:00,2,0,0,1,20.5,24.24,82,15.0013
4069 | 2012-04-21 07:00:00,2,0,0,1,20.5,24.24,82,19.0012
4070 | 2012-04-21 08:00:00,2,0,0,1,21.32,25,81,16.9979
4071 | 2012-04-21 09:00:00,2,0,0,1,22.14,25.76,77,11.0014
4072 | 2012-04-21 10:00:00,2,0,0,1,24.6,30.305,64,19.0012
4073 | 2012-04-21 11:00:00,2,0,0,1,25.42,30.305,61,22.0028
4074 | 2012-04-21 12:00:00,2,0,0,1,26.24,31.06,57,15.0013
4075 | 2012-04-21 13:00:00,2,0,0,1,27.06,31.06,54,15.0013
4076 | 2012-04-21 14:00:00,2,0,0,1,28.7,31.82,45,19.0012
4077 | 2012-04-21 15:00:00,2,0,0,1,29.52,32.575,39,16.9979
4078 | 2012-04-21 16:00:00,2,0,0,1,28.7,31.82,42,22.0028
4079 | 2012-04-21 17:00:00,2,0,0,2,30.34,32.575,30,26.0027
4080 | 2012-04-21 18:00:00,2,0,0,2,27.88,31.82,47,32.9975
4081 | 2012-04-21 19:00:00,2,0,0,3,22.96,26.515,73,32.9975
4082 | 2012-04-21 20:00:00,2,0,0,3,20.5,24.24,82,19.9995
4083 | 2012-04-21 21:00:00,2,0,0,3,20.5,24.24,82,26.0027
4084 | 2012-04-21 22:00:00,2,0,0,1,19.68,23.485,82,19.9995
4085 | 2012-04-21 23:00:00,2,0,0,2,18.86,22.725,82,19.0012
4086 | 2012-04-22 00:00:00,2,0,0,2,18.86,22.725,82,12.998
4087 | 2012-04-22 01:00:00,2,0,0,2,18.86,22.725,82,22.0028
4088 | 2012-04-22 02:00:00,2,0,0,1,18.86,22.725,72,19.0012
4089 | 2012-04-22 03:00:00,2,0,0,2,18.04,21.97,82,11.0014
4090 | 2012-04-22 04:00:00,2,0,0,2,18.04,21.97,77,11.0014
4091 | 2012-04-22 05:00:00,2,0,0,2,18.04,21.97,77,15.0013
4092 | 2012-04-22 06:00:00,2,0,0,2,18.04,21.97,72,22.0028
4093 | 2012-04-22 07:00:00,2,0,0,3,17.22,21.21,77,26.0027
4094 | 2012-04-22 08:00:00,2,0,0,3,16.4,20.455,82,16.9979
4095 | 2012-04-22 09:00:00,2,0,0,3,16.4,20.455,82,16.9979
4096 | 2012-04-22 10:00:00,2,0,0,3,15.58,19.695,82,22.0028
4097 | 2012-04-22 11:00:00,2,0,0,3,15.58,19.695,87,19.9995
4098 | 2012-04-22 12:00:00,2,0,0,3,15.58,19.695,87,22.0028
4099 | 2012-04-22 13:00:00,2,0,0,3,15.58,19.695,82,23.9994
4100 | 2012-04-22 14:00:00,2,0,0,3,15.58,19.695,87,22.0028
4101 | 2012-04-22 15:00:00,2,0,0,3,15.58,19.695,87,26.0027
4102 | 2012-04-22 16:00:00,2,0,0,3,15.58,19.695,87,30.0026
4103 | 2012-04-22 17:00:00,2,0,0,3,14.76,15.91,93,30.0026
4104 | 2012-04-22 18:00:00,2,0,0,3,14.76,15.91,93,30.0026
4105 | 2012-04-22 19:00:00,2,0,0,3,14.76,15.91,87,35.0008
4106 | 2012-04-22 20:00:00,2,0,0,3,14.76,16.665,93,27.9993
4107 | 2012-04-22 21:00:00,2,0,0,3,14.76,16.665,87,26.0027
4108 | 2012-04-22 22:00:00,2,0,0,3,13.94,14.395,87,35.0008
4109 | 2012-04-22 23:00:00,2,0,0,3,14.76,15.91,81,31.0009
4110 | 2012-04-23 00:00:00,2,0,1,3,14.76,16.665,81,27.9993
4111 | 2012-04-23 01:00:00,2,0,1,3,13.94,15.15,87,23.9994
4112 | 2012-04-23 02:00:00,2,0,1,2,13.12,15.15,87,22.0028
4113 | 2012-04-23 03:00:00,2,0,1,2,13.12,15.15,81,19.0012
4114 | 2012-04-23 04:00:00,2,0,1,3,12.3,14.395,81,19.0012
4115 | 2012-04-23 05:00:00,2,0,1,3,12.3,14.395,81,19.0012
4116 | 2012-04-23 06:00:00,2,0,1,2,12.3,13.635,81,19.9995
4117 | 2012-04-23 07:00:00,2,0,1,3,12.3,14.395,81,16.9979
4118 | 2012-04-23 08:00:00,2,0,1,2,12.3,13.635,75,22.0028
4119 | 2012-04-23 09:00:00,2,0,1,2,12.3,13.635,75,26.0027
4120 | 2012-04-23 10:00:00,2,0,1,2,13.12,15.15,70,22.0028
4121 | 2012-04-23 11:00:00,2,0,1,2,13.12,14.395,70,23.9994
4122 | 2012-04-23 12:00:00,2,0,1,3,13.94,15.15,71,23.9994
4123 | 2012-04-23 13:00:00,2,0,1,3,13.94,15.15,66,26.0027
4124 | 2012-04-23 14:00:00,2,0,1,3,14.76,15.91,62,30.0026
4125 | 2012-04-23 15:00:00,2,0,1,2,14.76,16.665,62,26.0027
4126 | 2012-04-23 16:00:00,2,0,1,3,12.3,13.635,81,23.9994
4127 | 2012-04-23 17:00:00,2,0,1,3,12.3,13.635,82,22.0028
4128 | 2012-04-23 18:00:00,2,0,1,3,13.12,16.665,81,8.9981
4129 | 2012-04-23 19:00:00,2,0,1,2,13.94,15.91,76,15.0013
4130 | 2012-04-23 20:00:00,2,0,1,2,13.12,15.91,76,11.0014
4131 | 2012-04-23 21:00:00,2,0,1,2,13.12,15.15,81,15.0013
4132 | 2012-04-23 22:00:00,2,0,1,1,13.12,15.91,76,12.998
4133 | 2012-04-23 23:00:00,2,0,1,1,13.12,15.91,76,11.0014
4134 | 2012-04-24 00:00:00,2,0,1,2,13.12,16.665,76,8.9981
4135 | 2012-04-24 01:00:00,2,0,1,2,13.12,16.665,81,8.9981
4136 | 2012-04-24 02:00:00,2,0,1,1,13.12,15.91,81,12.998
4137 | 2012-04-24 03:00:00,2,0,1,1,13.12,15.15,81,15.0013
4138 | 2012-04-24 04:00:00,2,0,1,1,12.3,14.395,70,12.998
4139 | 2012-04-24 05:00:00,2,0,1,1,12.3,14.395,70,12.998
4140 | 2012-04-24 06:00:00,2,0,1,1,12.3,14.395,70,15.0013
4141 | 2012-04-24 07:00:00,2,0,1,1,13.12,15.15,66,19.0012
4142 | 2012-04-24 08:00:00,2,0,1,1,13.94,15.91,61,16.9979
4143 | 2012-04-24 09:00:00,2,0,1,1,16.4,20.455,47,23.9994
4144 | 2012-04-24 10:00:00,2,0,1,1,17.22,21.21,47,19.9995
4145 | 2012-04-24 11:00:00,2,0,1,1,18.86,22.725,31,26.0027
4146 | 2012-04-24 12:00:00,2,0,1,1,19.68,23.485,29,26.0027
4147 | 2012-04-24 13:00:00,2,0,1,1,20.5,24.24,29,26.0027
4148 | 2012-04-24 14:00:00,2,0,1,1,20.5,24.24,25,26.0027
4149 | 2012-04-24 15:00:00,2,0,1,1,20.5,24.24,23,27.9993
4150 | 2012-04-24 16:00:00,2,0,1,1,20.5,24.24,23,12.998
4151 | 2012-04-24 17:00:00,2,0,1,1,21.32,25,22,26.0027
4152 | 2012-04-24 18:00:00,2,0,1,1,20.5,24.24,18,0
4153 | 2012-04-24 19:00:00,2,0,1,1,20.5,24.24,18,16.9979
4154 | 2012-04-24 20:00:00,2,0,1,1,19.68,23.485,21,22.0028
4155 | 2012-04-24 21:00:00,2,0,1,2,18.86,22.725,28,11.0014
4156 | 2012-04-24 22:00:00,2,0,1,1,18.04,21.97,35,7.0015
4157 | 2012-04-24 23:00:00,2,0,1,1,17.22,21.21,38,6.0032
4158 | 2012-04-25 00:00:00,2,0,1,1,18.04,21.97,38,0
4159 | 2012-04-25 01:00:00,2,0,1,1,17.22,21.21,41,0
4160 | 2012-04-25 02:00:00,2,0,1,1,14.76,18.94,62,0
4161 | 2012-04-25 03:00:00,2,0,1,1,13.12,16.665,70,6.0032
4162 | 2012-04-25 04:00:00,2,0,1,1,13.94,17.425,66,6.0032
4163 | 2012-04-25 05:00:00,2,0,1,1,13.94,18.18,66,0
4164 | 2012-04-25 06:00:00,2,0,1,1,13.94,18.18,66,0
4165 | 2012-04-25 07:00:00,2,0,1,1,13.94,18.18,71,0
4166 | 2012-04-25 08:00:00,2,0,1,1,14.76,18.18,76,6.0032
4167 | 2012-04-25 09:00:00,2,0,1,1,17.22,21.21,54,0
4168 | 2012-04-25 10:00:00,2,0,1,1,21.32,25,34,0
4169 | 2012-04-25 11:00:00,2,0,1,1,21.32,25,32,8.9981
4170 | 2012-04-25 12:00:00,2,0,1,1,22.14,25.76,28,19.0012
4171 | 2012-04-25 13:00:00,2,0,1,1,22.96,26.515,26,15.0013
4172 | 2012-04-25 14:00:00,2,0,1,1,22.96,26.515,22,23.9994
4173 | 2012-04-25 15:00:00,2,0,1,1,23.78,27.275,19,11.0014
4174 | 2012-04-25 16:00:00,2,0,1,1,24.6,29.545,20,22.0028
4175 | 2012-04-25 17:00:00,2,0,1,1,24.6,29.545,20,19.9995
4176 | 2012-04-25 18:00:00,2,0,1,1,24.6,29.545,20,19.0012
4177 | 2012-04-25 19:00:00,2,0,1,1,24.6,29.545,20,12.998
4178 | 2012-04-25 20:00:00,2,0,1,1,22.96,26.515,22,6.0032
4179 | 2012-04-25 21:00:00,2,0,1,1,21.32,25,52,8.9981
4180 | 2012-04-25 22:00:00,2,0,1,1,20.5,24.24,51,0
4181 | 2012-04-25 23:00:00,2,0,1,2,20.5,24.24,51,6.0032
4182 | 2012-04-26 00:00:00,2,0,1,2,19.68,23.485,63,0
4183 | 2012-04-26 01:00:00,2,0,1,2,19.68,23.485,48,6.0032
4184 | 2012-04-26 02:00:00,2,0,1,2,19.68,23.485,55,7.0015
4185 | 2012-04-26 03:00:00,2,0,1,2,19.68,23.485,55,6.0032
4186 | 2012-04-26 04:00:00,2,0,1,2,19.68,23.485,59,6.0032
4187 | 2012-04-26 05:00:00,2,0,1,2,19.68,23.485,63,8.9981
4188 | 2012-04-26 06:00:00,2,0,1,2,19.68,23.485,63,16.9979
4189 | 2012-04-26 07:00:00,2,0,1,3,18.86,22.725,82,23.9994
4190 | 2012-04-26 08:00:00,2,0,1,3,18.86,22.725,82,12.998
4191 | 2012-04-26 09:00:00,2,0,1,3,18.86,22.725,88,11.0014
4192 | 2012-04-26 10:00:00,2,0,1,2,18.86,22.725,94,11.0014
4193 | 2012-04-26 11:00:00,2,0,1,2,18.86,22.725,94,15.0013
4194 | 2012-04-26 12:00:00,2,0,1,2,21.32,25,83,8.9981
4195 | 2012-04-26 13:00:00,2,0,1,2,20.5,24.24,82,11.0014
4196 | 2012-04-26 14:00:00,2,0,1,2,22.14,25.76,77,12.998
4197 | 2012-04-26 15:00:00,2,0,1,2,21.32,25,83,22.0028
4198 | 2012-04-26 16:00:00,2,0,1,2,21.32,25,83,15.0013
4199 | 2012-04-26 17:00:00,2,0,1,1,22.14,25.76,77,11.0014
4200 | 2012-04-26 18:00:00,2,0,1,2,22.14,25.76,77,12.998
4201 | 2012-04-26 19:00:00,2,0,1,2,22.14,25.76,77,15.0013
4202 | 2012-04-26 20:00:00,2,0,1,1,22.14,25.76,77,12.998
4203 | 2012-04-26 21:00:00,2,0,1,1,21.32,25,83,15.0013
4204 | 2012-04-26 22:00:00,2,0,1,1,21.32,25,83,11.0014
4205 | 2012-04-26 23:00:00,2,0,1,1,20.5,24.24,88,11.0014
4206 | 2012-04-27 00:00:00,2,0,1,1,22.14,25.76,68,36.9974
4207 | 2012-04-27 01:00:00,2,0,1,1,20.5,24.24,59,30.0026
4208 | 2012-04-27 02:00:00,2,0,1,1,19.68,23.485,59,27.9993
4209 | 2012-04-27 03:00:00,2,0,1,1,18.04,21.97,47,32.9975
4210 | 2012-04-27 04:00:00,2,0,1,1,17.22,21.21,44,16.9979
4211 | 2012-04-27 05:00:00,2,0,1,1,17.22,21.21,44,23.9994
4212 | 2012-04-27 06:00:00,2,0,1,1,16.4,20.455,43,16.9979
4213 | 2012-04-27 07:00:00,2,0,1,1,15.58,19.695,50,19.0012
4214 | 2012-04-27 08:00:00,2,0,1,1,16.4,20.455,50,0
4215 | 2012-04-27 09:00:00,2,0,1,1,17.22,21.21,44,32.9975
4216 | 2012-04-27 10:00:00,2,0,1,1,18.04,21.97,38,27.9993
4217 | 2012-04-27 11:00:00,2,0,1,1,18.04,21.97,38,22.0028
4218 | 2012-04-27 12:00:00,2,0,1,1,18.86,22.725,36,23.9994
4219 | 2012-04-27 13:00:00,2,0,1,1,18.86,22.725,33,26.0027
4220 | 2012-04-27 14:00:00,2,0,1,1,18.86,22.725,33,22.0028
4221 | 2012-04-27 15:00:00,2,0,1,1,21.32,25,29,32.9975
4222 | 2012-04-27 16:00:00,2,0,1,1,21.32,25,29,16.9979
4223 | 2012-04-27 17:00:00,2,0,1,1,22.14,25.76,24,26.0027
4224 | 2012-04-27 18:00:00,2,0,1,1,21.32,25,25,23.9994
4225 | 2012-04-27 19:00:00,2,0,1,1,20.5,24.24,27,26.0027
4226 | 2012-04-27 20:00:00,2,0,1,1,18.86,22.725,31,19.0012
4227 | 2012-04-27 21:00:00,2,0,1,1,18.04,21.97,33,19.9995
4228 | 2012-04-27 22:00:00,2,0,1,1,17.22,21.21,38,16.9979
4229 | 2012-04-27 23:00:00,2,0,1,1,16.4,20.455,40,16.9979
4230 | 2012-04-28 00:00:00,2,0,0,1,15.58,19.695,43,11.0014
4231 | 2012-04-28 01:00:00,2,0,0,1,14.76,16.665,50,19.9995
4232 | 2012-04-28 02:00:00,2,0,0,1,14.76,17.425,43,11.0014
4233 | 2012-04-28 03:00:00,2,0,0,1,13.94,15.91,49,15.0013
4234 | 2012-04-28 04:00:00,2,0,0,1,13.94,16.665,49,11.0014
4235 | 2012-04-28 05:00:00,2,0,0,1,13.94,16.665,46,8.9981
4236 | 2012-04-28 06:00:00,2,0,0,1,13.94,16.665,49,12.998
4237 | 2012-04-28 07:00:00,2,0,0,1,13.94,16.665,49,11.0014
4238 | 2012-04-28 08:00:00,2,0,0,1,15.58,19.695,40,8.9981
4239 | 2012-04-28 09:00:00,2,0,0,2,15.58,19.695,37,0
4240 | 2012-04-28 10:00:00,2,0,0,2,15.58,19.695,40,11.0014
4241 | 2012-04-28 11:00:00,2,0,0,2,15.58,19.695,40,7.0015
4242 | 2012-04-28 12:00:00,2,0,0,2,15.58,19.695,43,0
4243 | 2012-04-28 13:00:00,2,0,0,2,16.4,20.455,37,0
4244 | 2012-04-28 14:00:00,2,0,0,1,17.22,21.21,38,7.0015
4245 | 2012-04-28 15:00:00,2,0,0,1,17.22,21.21,41,15.0013
4246 | 2012-04-28 16:00:00,2,0,0,2,18.04,21.97,38,12.998
4247 | 2012-04-28 17:00:00,2,0,0,2,17.22,21.21,41,8.9981
4248 | 2012-04-28 18:00:00,2,0,0,3,16.4,20.455,47,0
4249 | 2012-04-28 19:00:00,2,0,0,3,14.76,17.425,71,8.9981
4250 | 2012-04-28 20:00:00,2,0,0,2,15.58,19.695,66,0
4251 | 2012-04-28 21:00:00,2,0,0,3,14.76,17.425,71,12.998
4252 | 2012-04-28 22:00:00,2,0,0,2,14.76,17.425,71,8.9981
4253 | 2012-04-28 23:00:00,2,0,0,2,15.58,19.695,76,6.0032
4254 | 2012-04-29 00:00:00,2,0,0,3,14.76,17.425,81,8.9981
4255 | 2012-04-29 01:00:00,2,0,0,2,14.76,17.425,81,8.9981
4256 | 2012-04-29 02:00:00,2,0,0,2,14.76,18.18,87,7.0015
4257 | 2012-04-29 03:00:00,2,0,0,2,14.76,17.425,87,12.998
4258 | 2012-04-29 04:00:00,2,0,0,2,14.76,17.425,87,8.9981
4259 | 2012-04-29 05:00:00,2,0,0,1,13.94,18.18,87,0
4260 | 2012-04-29 06:00:00,2,0,0,1,13.94,16.665,87,8.9981
4261 | 2012-04-29 07:00:00,2,0,0,2,13.94,16.665,87,8.9981
4262 | 2012-04-29 08:00:00,2,0,0,1,15.58,19.695,76,8.9981
4263 | 2012-04-29 09:00:00,2,0,0,1,16.4,20.455,71,8.9981
4264 | 2012-04-29 10:00:00,2,0,0,1,17.22,21.21,67,6.0032
4265 | 2012-04-29 11:00:00,2,0,0,1,18.86,22.725,51,0
4266 | 2012-04-29 12:00:00,2,0,0,1,19.68,23.485,44,7.0015
4267 | 2012-04-29 13:00:00,2,0,0,1,20.5,24.24,45,7.0015
4268 | 2012-04-29 14:00:00,2,0,0,1,22.14,25.76,34,0
4269 | 2012-04-29 15:00:00,2,0,0,1,22.96,26.515,37,8.9981
4270 | 2012-04-29 16:00:00,2,0,0,1,24.6,30.305,28,12.998
4271 | 2012-04-29 17:00:00,2,0,0,1,25.42,30.305,27,19.9995
4272 | 2012-04-29 18:00:00,2,0,0,1,24.6,30.305,26,19.0012
4273 | 2012-04-29 19:00:00,2,0,0,1,22.96,26.515,35,8.9981
4274 | 2012-04-29 20:00:00,2,0,0,1,22.96,26.515,32,6.0032
4275 | 2012-04-29 21:00:00,2,0,0,1,21.32,25,48,8.9981
4276 | 2012-04-29 22:00:00,2,0,0,1,20.5,24.24,45,0
4277 | 2012-04-29 23:00:00,2,0,0,1,19.68,23.485,59,0
4278 | 2012-04-30 00:00:00,2,0,1,1,18.04,21.97,72,7.0015
4279 | 2012-04-30 01:00:00,2,0,1,1,17.22,21.21,77,6.0032
4280 | 2012-04-30 02:00:00,2,0,1,1,17.22,21.21,71,8.9981
4281 | 2012-04-30 03:00:00,2,0,1,1,16.4,20.455,76,11.0014
4282 | 2012-04-30 04:00:00,2,0,1,1,15.58,19.695,62,16.9979
4283 | 2012-04-30 05:00:00,2,0,1,1,15.58,19.695,62,16.9979
4284 | 2012-04-30 06:00:00,2,0,1,1,16.4,20.455,47,12.998
4285 | 2012-04-30 07:00:00,2,0,1,1,16.4,20.455,50,12.998
4286 | 2012-04-30 08:00:00,2,0,1,1,16.4,20.455,43,12.998
4287 | 2012-04-30 09:00:00,2,0,1,2,16.4,20.455,43,12.998
4288 | 2012-04-30 10:00:00,2,0,1,2,17.22,21.21,41,11.0014
4289 | 2012-04-30 11:00:00,2,0,1,2,18.04,21.97,44,7.0015
4290 | 2012-04-30 12:00:00,2,0,1,2,18.04,21.97,47,8.9981
4291 | 2012-04-30 13:00:00,2,0,1,2,19.68,23.485,51,6.0032
4292 | 2012-04-30 14:00:00,2,0,1,2,20.5,24.24,55,8.9981
4293 | 2012-04-30 15:00:00,2,0,1,2,21.32,25,55,7.0015
4294 | 2012-04-30 16:00:00,2,0,1,1,22.96,26.515,60,12.998
4295 | 2012-04-30 17:00:00,2,0,1,1,22.96,26.515,60,11.0014
4296 | 2012-04-30 18:00:00,2,0,1,2,22.96,26.515,60,15.0013
4297 | 2012-04-30 19:00:00,2,0,1,2,22.14,25.76,64,16.9979
4298 | 2012-04-30 20:00:00,2,0,1,2,21.32,25,59,12.998
4299 | 2012-04-30 21:00:00,2,0,1,2,21.32,25,59,12.998
4300 | 2012-04-30 22:00:00,2,0,1,2,21.32,25,55,11.0014
4301 | 2012-04-30 23:00:00,2,0,1,2,21.32,25,55,15.0013
4302 | 2012-05-20 00:00:00,2,0,0,1,23.78,27.275,53,7.0015
4303 | 2012-05-20 01:00:00,2,0,0,1,22.96,26.515,52,0
4304 | 2012-05-20 02:00:00,2,0,0,1,22.96,26.515,52,0
4305 | 2012-05-20 03:00:00,2,0,0,1,22.14,25.76,56,6.0032
4306 | 2012-05-20 04:00:00,2,0,0,1,21.32,25,68,6.0032
4307 | 2012-05-20 05:00:00,2,0,0,1,20.5,24.24,72,7.0015
4308 | 2012-05-20 06:00:00,2,0,0,1,20.5,24.24,63,8.9981
4309 | 2012-05-20 07:00:00,2,0,0,1,21.32,25,68,12.998
4310 | 2012-05-20 08:00:00,2,0,0,1,22.96,26.515,56,11.0014
4311 | 2012-05-20 09:00:00,2,0,0,1,25.42,31.06,32,16.9979
4312 | 2012-05-20 10:00:00,2,0,0,1,27.06,31.06,34,19.9995
4313 | 2012-05-20 11:00:00,2,0,0,1,27.06,31.06,36,22.0028
4314 | 2012-05-20 12:00:00,2,0,0,1,27.88,31.82,36,22.0028
4315 | 2012-05-20 13:00:00,2,0,0,1,28.7,31.82,37,19.0012
4316 | 2012-05-20 14:00:00,2,0,0,1,29.52,32.575,39,26.0027
4317 | 2012-05-20 15:00:00,2,0,0,2,28.7,31.82,39,27.9993
4318 | 2012-05-20 16:00:00,2,0,0,1,29.52,32.575,42,23.9994
4319 | 2012-05-20 17:00:00,2,0,0,1,29.52,32.575,45,22.0028
4320 | 2012-05-20 18:00:00,2,0,0,1,28.7,32.575,51,22.0028
4321 | 2012-05-20 19:00:00,2,0,0,1,27.06,31.06,61,27.9993
4322 | 2012-05-20 20:00:00,2,0,0,1,27.06,31.06,61,27.9993
4323 | 2012-05-20 21:00:00,2,0,0,1,26.24,30.305,69,26.0027
4324 | 2012-05-20 22:00:00,2,0,0,1,25.42,29.545,73,22.0028
4325 | 2012-05-20 23:00:00,2,0,0,3,24.6,28.79,78,23.9994
4326 | 2012-05-21 00:00:00,2,0,1,3,23.78,27.275,88,19.9995
4327 | 2012-05-21 01:00:00,2,0,1,3,23.78,27.275,88,23.9994
4328 | 2012-05-21 02:00:00,2,0,1,3,22.96,26.515,94,16.9979
4329 | 2012-05-21 03:00:00,2,0,1,2,22.96,26.515,88,19.9995
4330 | 2012-05-21 04:00:00,2,0,1,3,22.96,26.515,88,19.9995
4331 | 2012-05-21 05:00:00,2,0,1,3,22.96,26.515,88,19.9995
4332 | 2012-05-21 06:00:00,2,0,1,3,22.96,26.515,88,19.9995
4333 | 2012-05-21 07:00:00,2,0,1,3,22.96,26.515,88,19.9995
4334 | 2012-05-21 08:00:00,2,0,1,3,22.96,26.515,88,16.9979
4335 | 2012-05-21 09:00:00,2,0,1,3,22.96,26.515,88,15.0013
4336 | 2012-05-21 10:00:00,2,0,1,3,23.78,27.275,88,19.0012
4337 | 2012-05-21 11:00:00,2,0,1,2,24.6,28.03,83,11.0014
4338 | 2012-05-21 12:00:00,2,0,1,2,24.6,28.03,83,16.9979
4339 | 2012-05-21 13:00:00,2,0,1,3,24.6,28.03,83,16.9979
4340 | 2012-05-21 14:00:00,2,0,1,3,24.6,28.03,83,12.998
4341 | 2012-05-21 15:00:00,2,0,1,2,26.24,30.305,73,12.998
4342 | 2012-05-21 16:00:00,2,0,1,2,26.24,30.305,73,16.9979
4343 | 2012-05-21 17:00:00,2,0,1,2,27.06,31.06,69,16.9979
4344 | 2012-05-21 18:00:00,2,0,1,1,26.24,30.305,73,7.0015
4345 | 2012-05-21 19:00:00,2,0,1,1,27.06,31.06,69,6.0032
4346 | 2012-05-21 20:00:00,2,0,1,1,26.24,30.305,69,8.9981
4347 | 2012-05-21 21:00:00,2,0,1,1,25.42,30.305,69,6.0032
4348 | 2012-05-21 22:00:00,2,0,1,2,25.42,29.545,73,11.0014
4349 | 2012-05-21 23:00:00,2,0,1,1,25.42,29.545,73,19.0012
4350 | 2012-05-22 00:00:00,2,0,1,1,23.78,27.275,83,16.9979
4351 | 2012-05-22 01:00:00,2,0,1,2,23.78,27.275,83,8.9981
4352 | 2012-05-22 02:00:00,2,0,1,2,23.78,27.275,83,7.0015
4353 | 2012-05-22 03:00:00,2,0,1,2,23.78,27.275,83,7.0015
4354 | 2012-05-22 04:00:00,2,0,1,2,22.96,26.515,88,11.0014
4355 | 2012-05-22 05:00:00,2,0,1,3,22.96,26.515,88,12.998
4356 | 2012-05-22 06:00:00,2,0,1,3,22.96,26.515,88,7.0015
4357 | 2012-05-22 07:00:00,2,0,1,3,22.96,26.515,88,7.0015
4358 | 2012-05-22 08:00:00,2,0,1,2,22.96,26.515,88,8.9981
4359 | 2012-05-22 09:00:00,2,0,1,2,24.6,28.03,83,7.0015
4360 | 2012-05-22 10:00:00,2,0,1,2,24.6,28.79,78,6.0032
4361 | 2012-05-22 11:00:00,2,0,1,2,24.6,28.79,78,0
4362 | 2012-05-22 12:00:00,2,0,1,2,25.42,29.545,78,7.0015
4363 | 2012-05-22 13:00:00,2,0,1,2,26.24,30.305,73,0
4364 | 2012-05-22 14:00:00,2,0,1,2,26.24,30.305,73,7.0015
4365 | 2012-05-22 15:00:00,2,0,1,1,28.7,32.575,61,6.0032
4366 | 2012-05-22 16:00:00,2,0,1,1,27.88,31.82,61,7.0015
4367 | 2012-05-22 17:00:00,2,0,1,1,29.52,33.335,54,0
4368 | 2012-05-22 18:00:00,2,0,1,1,27.88,31.82,61,8.9981
4369 | 2012-05-22 19:00:00,2,0,1,1,27.06,31.06,69,15.0013
4370 | 2012-05-22 20:00:00,2,0,1,1,26.24,30.305,73,16.9979
4371 | 2012-05-22 21:00:00,2,0,1,1,25.42,29.545,78,8.9981
4372 | 2012-05-22 22:00:00,2,0,1,1,25.42,29.545,73,6.0032
4373 | 2012-05-22 23:00:00,2,0,1,1,25.42,29.545,73,7.0015
4374 | 2012-05-23 00:00:00,2,0,1,1,25.42,29.545,78,8.9981
4375 | 2012-05-23 01:00:00,2,0,1,1,24.6,28.03,83,11.0014
4376 | 2012-05-23 02:00:00,2,0,1,2,24.6,28.03,83,11.0014
4377 | 2012-05-23 03:00:00,2,0,1,1,24.6,28.79,78,7.0015
4378 | 2012-05-23 04:00:00,2,0,1,3,23.78,27.275,83,12.998
4379 | 2012-05-23 05:00:00,2,0,1,3,22.96,26.515,88,16.9979
4380 | 2012-05-23 06:00:00,2,0,1,1,22.96,26.515,88,7.0015
4381 | 2012-05-23 07:00:00,2,0,1,1,23.78,27.275,83,0
4382 | 2012-05-23 08:00:00,2,0,1,1,23.78,27.275,83,0
4383 | 2012-05-23 09:00:00,2,0,1,2,25.42,29.545,78,0
4384 | 2012-05-23 10:00:00,2,0,1,1,25.42,29.545,78,6.0032
4385 | 2012-05-23 11:00:00,2,0,1,1,26.24,30.305,73,0
4386 | 2012-05-23 12:00:00,2,0,1,2,27.06,31.06,69,6.0032
4387 | 2012-05-23 13:00:00,2,0,1,2,27.06,31.06,74,11.0014
4388 | 2012-05-23 14:00:00,2,0,1,1,27.88,31.82,65,8.9981
4389 | 2012-05-23 15:00:00,2,0,1,2,28.7,32.575,61,0
4390 | 2012-05-23 16:00:00,2,0,1,3,28.7,32.575,61,6.0032
4391 | 2012-05-23 17:00:00,2,0,1,3,26.24,30.305,69,7.0015
4392 | 2012-05-23 18:00:00,2,0,1,3,26.24,30.305,69,7.0015
4393 | 2012-05-23 19:00:00,2,0,1,2,25.42,28.79,83,11.0014
4394 | 2012-05-23 20:00:00,2,0,1,2,25.42,28.79,83,6.0032
4395 | 2012-05-23 21:00:00,2,0,1,2,25.42,28.79,83,0
4396 | 2012-05-23 22:00:00,2,0,1,2,25.42,28.79,83,11.0014
4397 | 2012-05-23 23:00:00,2,0,1,1,24.6,28.03,83,8.9981
4398 | 2012-05-24 00:00:00,2,0,1,1,24.6,28.03,83,6.0032
4399 | 2012-05-24 01:00:00,2,0,1,1,24.6,27.275,88,6.0032
4400 | 2012-05-24 02:00:00,2,0,1,1,24.6,27.275,88,0
4401 | 2012-05-24 03:00:00,2,0,1,2,24.6,27.275,88,7.0015
4402 | 2012-05-24 04:00:00,2,0,1,2,24.6,27.275,88,11.0014
4403 | 2012-05-24 05:00:00,2,0,1,2,24.6,27.275,88,11.0014
4404 | 2012-05-24 06:00:00,2,0,1,2,24.6,27.275,88,11.0014
4405 | 2012-05-24 07:00:00,2,0,1,1,24.6,28.03,83,7.0015
4406 | 2012-05-24 08:00:00,2,0,1,1,25.42,29.545,73,8.9981
4407 | 2012-05-24 09:00:00,2,0,1,1,25.42,29.545,73,11.0014
4408 | 2012-05-24 10:00:00,2,0,1,1,26.24,30.305,65,8.9981
4409 | 2012-05-24 11:00:00,2,0,1,1,27.06,31.06,65,8.9981
4410 | 2012-05-24 12:00:00,2,0,1,1,28.7,32.575,58,7.0015
4411 | 2012-05-24 13:00:00,2,0,1,1,29.52,33.335,54,11.0014
4412 | 2012-05-24 14:00:00,2,0,1,1,30.34,34.09,55,15.0013
4413 | 2012-05-24 15:00:00,2,0,1,1,30.34,34.09,55,16.9979
4414 | 2012-05-24 16:00:00,2,0,1,1,30.34,34.09,55,23.9994
4415 | 2012-05-24 17:00:00,2,0,1,1,30.34,34.09,55,19.0012
4416 | 2012-05-24 18:00:00,2,0,1,1,29.52,33.335,54,22.0028
4417 | 2012-05-24 19:00:00,2,0,1,1,28.7,32.575,61,19.9995
4418 | 2012-05-24 20:00:00,2,0,1,2,27.06,31.06,69,19.0012
4419 | 2012-05-24 21:00:00,2,0,1,3,26.24,29.545,78,11.0014
4420 | 2012-05-24 22:00:00,2,0,1,2,26.24,29.545,78,7.0015
4421 | 2012-05-24 23:00:00,2,0,1,2,26.24,29.545,78,8.9981
4422 | 2012-05-25 00:00:00,2,0,1,1,25.42,28.79,83,8.9981
4423 | 2012-05-25 01:00:00,2,0,1,1,25.42,28.79,83,6.0032
4424 | 2012-05-25 02:00:00,2,0,1,2,25.42,28.79,83,0
4425 | 2012-05-25 03:00:00,2,0,1,2,25.42,28.03,88,7.0015
4426 | 2012-05-25 04:00:00,2,0,1,2,25.42,28.03,88,0
4427 | 2012-05-25 05:00:00,2,0,1,2,25.42,28.03,88,6.0032
4428 | 2012-05-25 06:00:00,2,0,1,2,25.42,28.03,88,7.0015
4429 | 2012-05-25 07:00:00,2,0,1,2,25.42,28.03,88,11.0014
4430 | 2012-05-25 08:00:00,2,0,1,2,26.24,28.79,89,7.0015
4431 | 2012-05-25 09:00:00,2,0,1,2,26.24,28.79,89,8.9981
4432 | 2012-05-25 10:00:00,2,0,1,1,27.88,31.82,79,11.0014
4433 | 2012-05-25 11:00:00,2,0,1,1,27.88,31.82,79,8.9981
4434 | 2012-05-25 12:00:00,2,0,1,1,29.52,34.09,66,7.0015
4435 | 2012-05-25 13:00:00,2,0,1,1,30.34,34.09,62,8.9981
4436 | 2012-05-25 14:00:00,2,0,1,1,30.34,34.09,58,8.9981
4437 | 2012-05-25 15:00:00,2,0,1,1,31.16,35.605,62,12.998
4438 | 2012-05-25 16:00:00,2,0,1,1,31.98,35.605,52,15.0013
4439 | 2012-05-25 17:00:00,2,0,1,1,31.16,35.605,62,19.0012
4440 | 2012-05-25 18:00:00,2,0,1,1,31.16,35.605,62,12.998
4441 | 2012-05-25 19:00:00,2,0,1,1,30.34,34.09,62,16.9979
4442 | 2012-05-25 20:00:00,2,0,1,1,28.7,32.575,65,11.0014
4443 | 2012-05-25 21:00:00,2,0,1,1,28.7,32.575,65,8.9981
4444 | 2012-05-25 22:00:00,2,0,1,1,27.06,31.06,74,7.0015
4445 | 2012-05-25 23:00:00,2,0,1,1,27.06,30.305,78,15.0013
4446 | 2012-05-26 00:00:00,2,0,0,1,26.24,28.79,83,11.0014
4447 | 2012-05-26 01:00:00,2,0,0,1,26.24,28.79,83,8.9981
4448 | 2012-05-26 02:00:00,2,0,0,1,26.24,28.79,89,8.9981
4449 | 2012-05-26 03:00:00,2,0,0,1,25.42,28.03,88,7.0015
4450 | 2012-05-26 04:00:00,2,0,0,1,25.42,28.03,88,8.9981
4451 | 2012-05-26 05:00:00,2,0,0,1,25.42,28.79,83,16.9979
4452 | 2012-05-26 06:00:00,2,0,0,1,25.42,28.03,88,12.998
4453 | 2012-05-26 07:00:00,2,0,0,2,25.42,28.03,88,11.0014
4454 | 2012-05-26 08:00:00,2,0,0,1,26.24,29.545,78,8.9981
4455 | 2012-05-26 09:00:00,2,0,0,1,26.24,28.79,83,12.998
4456 | 2012-05-26 10:00:00,2,0,0,1,27.88,31.82,79,15.0013
4457 | 2012-05-26 11:00:00,2,0,0,1,28.7,33.335,74,12.998
4458 | 2012-05-26 12:00:00,2,0,0,1,30.34,34.85,66,15.0013
4459 | 2012-05-26 13:00:00,2,0,0,1,31.16,36.365,66,12.998
4460 | 2012-05-26 14:00:00,2,0,0,1,31.16,36.365,66,15.0013
4461 | 2012-05-26 15:00:00,2,0,0,1,31.16,36.365,66,19.0012
4462 | 2012-05-26 16:00:00,2,0,0,1,31.98,36.365,55,16.9979
4463 | 2012-05-26 17:00:00,2,0,0,2,31.98,35.605,52,16.9979
4464 | 2012-05-26 18:00:00,2,0,0,2,31.16,34.85,52,12.998
4465 | 2012-05-26 19:00:00,2,0,0,2,30.34,34.85,66,15.0013
4466 | 2012-05-26 20:00:00,2,0,0,2,30.34,34.09,55,12.998
4467 | 2012-05-26 21:00:00,2,0,0,2,29.52,34.09,62,12.998
4468 | 2012-05-26 22:00:00,2,0,0,1,28.7,33.335,74,16.9979
4469 | 2012-05-26 23:00:00,2,0,0,1,28.7,33.335,74,16.9979
4470 | 2012-05-27 00:00:00,2,0,0,2,27.88,31.82,69,11.0014
4471 | 2012-05-27 01:00:00,2,0,0,1,27.06,31.06,74,15.0013
4472 | 2012-05-27 02:00:00,2,0,0,1,26.24,30.305,73,15.0013
4473 | 2012-05-27 03:00:00,2,0,0,1,26.24,30.305,73,11.0014
4474 | 2012-05-27 04:00:00,2,0,0,1,25.42,28.79,83,12.998
4475 | 2012-05-27 05:00:00,2,0,0,1,25.42,28.79,83,12.998
4476 | 2012-05-27 06:00:00,2,0,0,1,25.42,28.79,83,11.0014
4477 | 2012-05-27 07:00:00,2,0,0,1,25.42,28.03,88,11.0014
4478 | 2012-05-27 08:00:00,2,0,0,1,26.24,28.79,83,12.998
4479 | 2012-05-27 09:00:00,2,0,0,1,27.06,30.305,83,15.0013
4480 | 2012-05-27 10:00:00,2,0,0,1,27.88,31.82,74,16.9979
4481 | 2012-05-27 11:00:00,2,0,0,1,29.52,34.09,66,15.0013
4482 | 2012-05-27 12:00:00,2,0,0,1,30.34,34.85,66,16.9979
4483 | 2012-05-27 13:00:00,2,0,0,1,31.16,35.605,58,12.998
4484 | 2012-05-27 14:00:00,2,0,0,1,31.16,35.605,58,16.9979
4485 | 2012-05-27 15:00:00,2,0,0,1,31.98,35.605,52,19.0012
4486 | 2012-05-27 16:00:00,2,0,0,1,31.98,35.605,52,19.0012
4487 | 2012-05-27 17:00:00,2,0,0,1,31.98,35.605,49,19.9995
4488 | 2012-05-27 18:00:00,2,0,0,1,31.16,35.605,58,19.9995
4489 | 2012-05-27 19:00:00,2,0,0,1,31.16,35.605,58,12.998
4490 | 2012-05-27 20:00:00,2,0,0,1,30.34,34.09,55,11.0014
4491 | 2012-05-27 21:00:00,2,0,0,3,27.06,31.06,69,27.9993
4492 | 2012-05-27 22:00:00,2,0,0,3,25.42,28.79,83,0
4493 | 2012-05-27 23:00:00,2,0,0,3,25.42,28.79,83,8.9981
4494 | 2012-05-28 00:00:00,2,1,0,1,25.42,28.79,83,15.0013
4495 | 2012-05-28 01:00:00,2,1,0,2,25.42,29.545,78,19.9995
4496 | 2012-05-28 02:00:00,2,1,0,1,24.6,28.03,83,15.0013
4497 | 2012-05-28 03:00:00,2,1,0,1,25.42,29.545,73,11.0014
4498 | 2012-05-28 04:00:00,2,1,0,1,24.6,28.79,78,8.9981
4499 | 2012-05-28 05:00:00,2,1,0,1,24.6,28.79,78,8.9981
4500 | 2012-05-28 06:00:00,2,1,0,1,25.42,29.545,73,11.0014
4501 | 2012-05-28 07:00:00,2,1,0,1,25.42,29.545,78,7.0015
4502 | 2012-05-28 08:00:00,2,1,0,1,27.06,31.06,69,0
4503 | 2012-05-28 09:00:00,2,1,0,1,28.7,32.575,61,0
4504 | 2012-05-28 10:00:00,2,1,0,1,28.7,32.575,61,0
4505 | 2012-05-28 11:00:00,2,1,0,1,29.52,34.09,66,8.9981
4506 | 2012-05-28 12:00:00,2,1,0,1,31.16,35.605,62,8.9981
4507 | 2012-05-28 13:00:00,2,1,0,1,32.8,39.395,63,19.0012
4508 | 2012-05-28 14:00:00,2,1,0,1,32.8,39.395,63,19.0012
4509 | 2012-05-28 15:00:00,2,1,0,1,33.62,39.395,56,19.9995
4510 | 2012-05-28 16:00:00,2,1,0,1,33.62,39.395,56,22.0028
4511 | 2012-05-28 17:00:00,2,1,0,1,33.62,39.395,56,19.9995
4512 | 2012-05-28 18:00:00,2,1,0,1,32.8,38.635,59,19.9995
4513 | 2012-05-28 19:00:00,2,1,0,1,32.8,37.88,55,19.9995
4514 | 2012-05-28 20:00:00,2,1,0,1,31.98,37.12,62,19.9995
4515 | 2012-05-28 21:00:00,2,1,0,1,31.16,36.365,66,19.0012
4516 | 2012-05-28 22:00:00,2,1,0,1,30.34,34.85,70,11.0014
4517 | 2012-05-28 23:00:00,2,1,0,1,29.52,34.85,74,11.0014
4518 | 2012-05-29 00:00:00,2,0,1,1,28.7,33.335,79,12.998
4519 | 2012-05-29 01:00:00,2,0,1,1,28.7,33.335,79,12.998
4520 | 2012-05-29 02:00:00,2,0,1,1,27.88,31.82,83,8.9981
4521 | 2012-05-29 03:00:00,2,0,1,1,27.88,31.82,79,19.0012
4522 | 2012-05-29 04:00:00,2,0,1,1,27.06,30.305,78,15.0013
4523 | 2012-05-29 05:00:00,2,0,1,1,27.06,30.305,78,15.0013
4524 | 2012-05-29 06:00:00,2,0,1,1,27.06,30.305,78,15.0013
4525 | 2012-05-29 07:00:00,2,0,1,1,27.06,30.305,78,15.0013
4526 | 2012-05-29 08:00:00,2,0,1,1,28.7,33.335,74,12.998
4527 | 2012-05-29 09:00:00,2,0,1,1,29.52,34.09,70,16.9979
4528 | 2012-05-29 10:00:00,2,0,1,1,30.34,34.85,70,19.9995
4529 | 2012-05-29 11:00:00,2,0,1,1,31.16,35.605,62,19.9995
4530 | 2012-05-29 12:00:00,2,0,1,1,32.8,37.88,55,22.0028
4531 | 2012-05-29 13:00:00,2,0,1,1,33.62,38.635,52,26.0027
4532 | 2012-05-29 14:00:00,2,0,1,1,33.62,38.635,52,27.9993
4533 | 2012-05-29 15:00:00,2,0,1,1,33.62,38.635,49,26.0027
4534 | 2012-05-29 16:00:00,2,0,1,1,33.62,38.635,49,32.9975
4535 | 2012-05-29 17:00:00,2,0,1,1,33.62,37.88,46,27.9993
4536 | 2012-05-29 18:00:00,2,0,1,1,32.8,37.12,49,32.9975
4537 | 2012-05-29 19:00:00,2,0,1,1,31.98,35.605,52,23.9994
4538 | 2012-05-29 20:00:00,2,0,1,3,28.7,32.575,61,35.0008
4539 | 2012-05-29 21:00:00,2,0,1,3,24.6,27.275,88,30.0026
4540 | 2012-05-29 22:00:00,2,0,1,2,25.42,28.03,88,6.0032
4541 | 2012-05-29 23:00:00,2,0,1,3,25.42,27.275,94,0
4542 | 2012-05-30 00:00:00,2,0,1,3,26.24,28.79,89,7.0015
4543 | 2012-05-30 01:00:00,2,0,1,3,26.24,28.79,89,12.998
4544 | 2012-05-30 02:00:00,2,0,1,3,25.42,27.275,94,6.0032
4545 | 2012-05-30 03:00:00,2,0,1,3,25.42,28.03,88,8.9981
4546 | 2012-05-30 04:00:00,2,0,1,2,25.42,28.03,88,8.9981
4547 | 2012-05-30 05:00:00,2,0,1,2,25.42,29.545,78,8.9981
4548 | 2012-05-30 06:00:00,2,0,1,2,24.6,28.79,78,7.0015
4549 | 2012-05-30 07:00:00,2,0,1,3,24.6,28.79,78,12.998
4550 | 2012-05-30 08:00:00,2,0,1,2,24.6,29.545,73,11.0014
4551 | 2012-05-30 09:00:00,2,0,1,2,25.42,30.305,69,12.998
4552 | 2012-05-30 10:00:00,2,0,1,2,25.42,30.305,69,19.0012
4553 | 2012-05-30 11:00:00,2,0,1,2,27.06,31.06,65,12.998
4554 | 2012-05-30 12:00:00,2,0,1,1,28.7,32.575,54,0
4555 | 2012-05-30 13:00:00,2,0,1,1,28.7,32.575,51,0
4556 | 2012-05-30 14:00:00,2,0,1,1,29.52,32.575,42,8.9981
4557 | 2012-05-30 15:00:00,2,0,1,1,29.52,33.335,51,8.9981
4558 | 2012-05-30 16:00:00,2,0,1,1,29.52,33.335,51,11.0014
4559 | 2012-05-30 17:00:00,2,0,1,1,30.34,33.335,48,6.0032
4560 | 2012-05-30 18:00:00,2,0,1,1,30.34,33.335,48,11.0014
4561 | 2012-05-30 19:00:00,2,0,1,1,29.52,33.335,54,11.0014
4562 | 2012-05-30 20:00:00,2,0,1,2,22.14,25.76,60,8.9981
4563 | 2012-05-30 21:00:00,2,0,1,1,27.88,31.82,57,7.0015
4564 | 2012-05-30 22:00:00,2,0,1,1,27.06,31.06,69,7.0015
4565 | 2012-05-30 23:00:00,2,0,1,1,27.06,31.06,65,7.0015
4566 | 2012-05-31 00:00:00,2,0,1,1,26.24,30.305,69,8.9981
4567 | 2012-05-31 01:00:00,2,0,1,1,26.24,30.305,69,6.0032
4568 | 2012-05-31 02:00:00,2,0,1,1,26.24,30.305,65,6.0032
4569 | 2012-05-31 03:00:00,2,0,1,1,25.42,30.305,69,6.0032
4570 | 2012-05-31 04:00:00,2,0,1,1,25.42,30.305,69,0
4571 | 2012-05-31 05:00:00,2,0,1,1,25.42,30.305,69,16.9979
4572 | 2012-05-31 06:00:00,2,0,1,1,24.6,29.545,73,15.0013
4573 | 2012-05-31 07:00:00,2,0,1,1,24.6,30.305,64,19.0012
4574 | 2012-05-31 08:00:00,2,0,1,1,25.42,31.06,57,16.9979
4575 | 2012-05-31 09:00:00,2,0,1,1,27.06,31.06,47,16.9979
4576 | 2012-05-31 10:00:00,2,0,1,1,28.7,31.82,39,26.0027
4577 | 2012-05-31 11:00:00,2,0,1,1,29.52,32.575,37,19.0012
4578 | 2012-05-31 12:00:00,2,0,1,1,29.52,32.575,37,12.998
4579 | 2012-05-31 13:00:00,2,0,1,1,30.34,32.575,35,8.9981
4580 | 2012-05-31 14:00:00,2,0,1,1,31.16,33.335,31,12.998
4581 | 2012-05-31 15:00:00,2,0,1,1,31.16,33.335,33,19.9995
4582 | 2012-05-31 16:00:00,2,0,1,1,31.16,33.335,33,19.0012
4583 | 2012-05-31 17:00:00,2,0,1,1,31.16,33.335,31,11.0014
4584 | 2012-05-31 18:00:00,2,0,1,1,30.34,32.575,30,12.998
4585 | 2012-05-31 19:00:00,2,0,1,1,29.52,32.575,34,11.0014
4586 | 2012-05-31 20:00:00,2,0,1,1,27.88,31.82,44,11.0014
4587 | 2012-05-31 21:00:00,2,0,1,1,27.88,31.82,44,11.0014
4588 | 2012-05-31 22:00:00,2,0,1,1,27.06,31.06,50,11.0014
4589 | 2012-05-31 23:00:00,2,0,1,1,27.06,31.06,54,15.0013
4590 | 2012-06-20 00:00:00,2,0,1,1,28.7,33.335,79,12.998
4591 | 2012-06-20 01:00:00,2,0,1,1,27.88,31.82,79,12.998
4592 | 2012-06-20 02:00:00,2,0,1,1,27.06,30.305,83,11.0014
4593 | 2012-06-20 03:00:00,2,0,1,1,27.06,30.305,83,8.9981
4594 | 2012-06-20 04:00:00,2,0,1,1,27.06,30.305,83,6.0032
4595 | 2012-06-20 05:00:00,2,0,1,1,27.06,30.305,83,6.0032
4596 | 2012-06-20 06:00:00,2,0,1,2,26.24,28.79,89,6.0032
4597 | 2012-06-20 07:00:00,2,0,1,2,27.06,29.545,89,0
4598 | 2012-06-20 08:00:00,2,0,1,2,28.7,33.335,79,7.0015
4599 | 2012-06-20 09:00:00,2,0,1,2,29.52,34.85,74,0
4600 | 2012-06-20 10:00:00,2,0,1,1,33.62,38.635,52,8.9981
4601 | 2012-06-20 11:00:00,2,0,1,1,34.44,39.395,49,12.998
4602 | 2012-06-20 12:00:00,2,0,1,1,35.26,40.15,47,11.0014
4603 | 2012-06-20 13:00:00,2,0,1,1,35.26,39.395,44,7.0015
4604 | 2012-06-20 14:00:00,2,0,1,1,36.08,40.15,39,12.998
4605 | 2012-06-20 15:00:00,2,0,1,1,36.9,40.91,35,0
4606 | 2012-06-20 16:00:00,2,0,1,1,36.9,40.91,35,7.0015
4607 | 2012-06-20 17:00:00,2,0,1,1,36.9,40.91,37,0
4608 | 2012-06-20 18:00:00,2,0,1,1,36.9,40.91,37,0
4609 | 2012-06-20 19:00:00,2,0,1,1,36.08,39.395,37,16.9979
4610 | 2012-06-20 20:00:00,2,0,1,1,35.26,38.635,39,15.0013
4611 | 2012-06-20 21:00:00,2,0,1,1,34.44,37.88,44,6.0032
4612 | 2012-06-20 22:00:00,2,0,1,1,33.62,37.88,46,7.0015
4613 | 2012-06-20 23:00:00,2,0,1,1,31.98,37.12,59,7.0015
4614 | 2012-06-21 00:00:00,3,0,1,1,30.34,34.85,70,6.0032
4615 | 2012-06-21 01:00:00,3,0,1,1,29.52,34.85,79,8.9981
4616 | 2012-06-21 02:00:00,3,0,1,1,29.52,34.85,79,7.0015
4617 | 2012-06-21 03:00:00,3,0,1,1,29.52,34.85,74,0
4618 | 2012-06-21 04:00:00,3,0,1,1,28.7,33.335,84,6.0032
4619 | 2012-06-21 05:00:00,3,0,1,1,28.7,33.335,84,7.0015
4620 | 2012-06-21 06:00:00,3,0,1,2,28.7,33.335,84,6.0032
4621 | 2012-06-21 07:00:00,3,0,1,2,28.7,33.335,84,6.0032
4622 | 2012-06-21 08:00:00,3,0,1,1,30.34,34.85,70,0
4623 | 2012-06-21 09:00:00,3,0,1,1,32.8,37.88,55,12.998
4624 | 2012-06-21 10:00:00,3,0,1,1,34.44,39.395,49,7.0015
4625 | 2012-06-21 11:00:00,3,0,1,1,35.26,39.395,41,8.9981
4626 | 2012-06-21 12:00:00,3,0,1,1,36.9,40.91,35,12.998
4627 | 2012-06-21 13:00:00,3,0,1,1,36.9,40.91,35,0
4628 | 2012-06-21 14:00:00,3,0,1,1,36.08,39.395,37,11.0014
4629 | 2012-06-21 15:00:00,3,0,1,1,37.72,41.665,33,11.0014
4630 | 2012-06-21 16:00:00,3,0,1,1,36.9,40.91,35,8.9981
4631 | 2012-06-21 17:00:00,3,0,1,1,36.08,39.395,37,0
4632 | 2012-06-21 18:00:00,3,0,1,1,35.26,39.395,41,12.998
4633 | 2012-06-21 19:00:00,3,0,1,1,36.08,40.15,39,15.0013
4634 | 2012-06-21 20:00:00,3,0,1,1,35.26,39.395,44,12.998
4635 | 2012-06-21 21:00:00,3,0,1,1,33.62,38.635,52,12.998
4636 | 2012-06-21 22:00:00,3,0,1,1,32.8,39.395,63,11.0014
4637 | 2012-06-21 23:00:00,3,0,1,1,32.8,38.635,59,6.0032
4638 | 2012-06-22 00:00:00,3,0,1,2,31.16,36.365,70,7.0015
4639 | 2012-06-22 01:00:00,3,0,1,1,31.16,37.12,75,11.0014
4640 | 2012-06-22 02:00:00,3,0,1,1,30.34,35.605,79,0
4641 | 2012-06-22 03:00:00,3,0,1,1,30.34,35.605,79,0
4642 | 2012-06-22 04:00:00,3,0,1,2,31.16,36.365,66,0
4643 | 2012-06-22 05:00:00,3,0,1,2,30.34,34.85,66,6.0032
4644 | 2012-06-22 06:00:00,3,0,1,2,30.34,34.85,66,0
4645 | 2012-06-22 07:00:00,3,0,1,1,30.34,34.09,58,11.0014
4646 | 2012-06-22 08:00:00,3,0,1,1,31.16,34.85,55,8.9981
4647 | 2012-06-22 09:00:00,3,0,1,1,31.16,35.605,58,15.0013
4648 | 2012-06-22 10:00:00,3,0,1,1,32.8,37.12,52,23.9994
4649 | 2012-06-22 11:00:00,3,0,1,1,32.8,37.12,49,11.0014
4650 | 2012-06-22 12:00:00,3,0,1,1,34.44,39.395,49,8.9981
4651 | 2012-06-22 13:00:00,3,0,1,1,36.08,40.15,39,15.0013
4652 | 2012-06-22 14:00:00,3,0,1,1,36.08,40.15,39,15.0013
4653 | 2012-06-22 15:00:00,3,0,1,1,36.9,40.91,35,23.9994
4654 | 2012-06-22 16:00:00,3,0,1,1,36.9,40.15,31,15.0013
4655 | 2012-06-22 17:00:00,3,0,1,2,33.62,36.365,38,11.0014
4656 | 2012-06-22 18:00:00,3,0,1,2,32.8,37.88,55,12.998
4657 | 2012-06-22 19:00:00,3,0,1,2,31.16,34.85,55,35.0008
4658 | 2012-06-22 20:00:00,3,0,1,2,31.16,34.85,55,35.0008
4659 | 2012-06-22 21:00:00,3,0,1,3,27.88,31.82,65,19.0012
4660 | 2012-06-22 22:00:00,3,0,1,1,27.88,31.82,69,8.9981
4661 | 2012-06-22 23:00:00,3,0,1,2,27.06,31.06,74,0
4662 | 2012-06-23 00:00:00,3,0,0,1,26.24,28.79,83,0
4663 | 2012-06-23 01:00:00,3,0,0,1,27.06,30.305,78,8.9981
4664 | 2012-06-23 02:00:00,3,0,0,2,26.24,28.79,83,12.998
4665 | 2012-06-23 03:00:00,3,0,0,2,26.24,28.79,83,6.0032
4666 | 2012-06-23 04:00:00,3,0,0,2,26.24,28.79,83,11.0014
4667 | 2012-06-23 05:00:00,3,0,0,2,26.24,28.79,83,12.998
4668 | 2012-06-23 06:00:00,3,0,0,1,26.24,28.79,83,6.0032
4669 | 2012-06-23 07:00:00,3,0,0,1,26.24,28.79,83,11.0014
4670 | 2012-06-23 08:00:00,3,0,0,1,27.88,31.82,69,15.0013
4671 | 2012-06-23 09:00:00,3,0,0,1,29.52,34.09,62,12.998
4672 | 2012-06-23 10:00:00,3,0,0,1,30.34,34.09,55,12.998
4673 | 2012-06-23 11:00:00,3,0,0,1,31.16,34.09,48,15.0013
4674 | 2012-06-23 12:00:00,3,0,0,1,32.8,36.365,43,12.998
4675 | 2012-06-23 13:00:00,3,0,0,1,33.62,36.365,34,12.998
4676 | 2012-06-23 14:00:00,3,0,0,1,31.98,34.09,33,16.9979
4677 | 2012-06-23 15:00:00,3,0,0,1,34.44,36.365,30,22.0028
4678 | 2012-06-23 16:00:00,3,0,0,1,34.44,35.605,26,19.9995
4679 | 2012-06-23 17:00:00,3,0,0,1,33.62,35.605,26,16.9979
4680 | 2012-06-23 18:00:00,3,0,0,1,33.62,35.605,26,19.9995
4681 | 2012-06-23 19:00:00,3,0,0,1,32.8,34.85,27,12.998
4682 | 2012-06-23 20:00:00,3,0,0,1,31.98,34.09,31,12.998
4683 | 2012-06-23 21:00:00,3,0,0,1,31.16,33.335,33,8.9981
4684 | 2012-06-23 22:00:00,3,0,0,1,30.34,32.575,37,7.0015
4685 | 2012-06-23 23:00:00,3,0,0,1,29.52,32.575,44,0
4686 | 2012-06-24 00:00:00,3,0,0,1,28.7,32.575,51,0
4687 | 2012-06-24 01:00:00,3,0,0,2,27.88,31.82,54,6.0032
4688 | 2012-06-24 02:00:00,3,0,0,2,27.88,31.82,51,0
4689 | 2012-06-24 03:00:00,3,0,0,2,27.06,31.06,65,6.0032
4690 | 2012-06-24 04:00:00,3,0,0,2,27.06,31.06,65,0
4691 | 2012-06-24 05:00:00,3,0,0,1,25.42,30.305,69,8.9981
4692 | 2012-06-24 06:00:00,3,0,0,1,26.24,30.305,65,11.0014
4693 | 2012-06-24 07:00:00,3,0,0,1,26.24,30.305,69,7.0015
4694 | 2012-06-24 08:00:00,3,0,0,1,28.7,32.575,58,0
4695 | 2012-06-24 09:00:00,3,0,0,1,29.52,33.335,51,0
4696 | 2012-06-24 10:00:00,3,0,0,1,31.16,34.09,40,0
4697 | 2012-06-24 11:00:00,3,0,0,1,31.16,34.09,40,8.9981
4698 | 2012-06-24 12:00:00,3,0,0,1,32.8,34.85,33,15.0013
4699 | 2012-06-24 13:00:00,3,0,0,1,32.8,34.85,33,19.0012
4700 | 2012-06-24 14:00:00,3,0,0,1,34.44,36.365,30,19.9995
4701 | 2012-06-24 15:00:00,3,0,0,1,35.26,37.12,28,15.0013
4702 | 2012-06-24 16:00:00,3,0,0,1,34.44,36.365,30,16.9979
4703 | 2012-06-24 17:00:00,3,0,0,1,34.44,36.365,32,16.9979
4704 | 2012-06-24 18:00:00,3,0,0,1,33.62,36.365,34,16.9979
4705 | 2012-06-24 19:00:00,3,0,0,1,32.8,35.605,38,19.9995
4706 | 2012-06-24 20:00:00,3,0,0,1,31.98,34.85,46,16.9979
4707 | 2012-06-24 21:00:00,3,0,0,1,31.16,34.85,55,15.0013
4708 | 2012-06-24 22:00:00,3,0,0,1,30.34,34.09,55,7.0015
4709 | 2012-06-24 23:00:00,3,0,0,1,30.34,34.09,58,7.0015
4710 | 2012-06-25 00:00:00,3,0,1,1,29.52,34.09,62,16.9979
4711 | 2012-06-25 01:00:00,3,0,1,1,28.7,32.575,65,15.0013
4712 | 2012-06-25 02:00:00,3,0,1,1,28.7,32.575,70,15.0013
4713 | 2012-06-25 03:00:00,3,0,1,1,27.88,31.82,69,16.9979
4714 | 2012-06-25 04:00:00,3,0,1,1,27.06,30.305,78,16.9979
4715 | 2012-06-25 05:00:00,3,0,1,1,27.06,31.06,74,11.0014
4716 | 2012-06-25 06:00:00,3,0,1,1,26.24,29.545,78,11.0014
4717 | 2012-06-25 07:00:00,3,0,1,1,27.06,31.06,74,15.0013
4718 | 2012-06-25 08:00:00,3,0,1,1,27.06,31.06,69,12.998
4719 | 2012-06-25 09:00:00,3,0,1,1,28.7,32.575,65,12.998
4720 | 2012-06-25 10:00:00,3,0,1,1,31.16,34.85,55,11.0014
4721 | 2012-06-25 11:00:00,3,0,1,1,32.8,36.365,43,22.0028
4722 | 2012-06-25 12:00:00,3,0,1,2,31.16,34.09,45,19.9995
4723 | 2012-06-25 13:00:00,3,0,1,1,29.52,33.335,51,19.9995
4724 | 2012-06-25 14:00:00,3,0,1,1,31.98,34.85,43,16.9979
4725 | 2012-06-25 15:00:00,3,0,1,1,31.98,34.09,38,31.0009
4726 | 2012-06-25 16:00:00,3,0,1,1,32.8,34.85,31,26.0027
4727 | 2012-06-25 17:00:00,3,0,1,1,32.8,34.09,24,31.0009
4728 | 2012-06-25 18:00:00,3,0,1,1,31.16,33.335,27,30.0026
4729 | 2012-06-25 19:00:00,3,0,1,1,30.34,32.575,27,31.0009
4730 | 2012-06-25 20:00:00,3,0,1,1,29.52,32.575,30,30.0026
4731 | 2012-06-25 21:00:00,3,0,1,1,27.88,31.06,30,22.0028
4732 | 2012-06-25 22:00:00,3,0,1,1,27.06,31.06,29,26.0027
4733 | 2012-06-25 23:00:00,3,0,1,1,26.24,31.06,33,22.0028
4734 | 2012-06-26 00:00:00,3,0,1,1,25.42,31.06,33,22.0028
4735 | 2012-06-26 01:00:00,3,0,1,1,24.6,31.06,35,26.0027
4736 | 2012-06-26 02:00:00,3,0,1,1,22.96,26.515,43,19.0012
4737 | 2012-06-26 03:00:00,3,0,1,1,22.14,25.76,45,19.0012
4738 | 2012-06-26 04:00:00,3,0,1,1,22.14,25.76,45,19.9995
4739 | 2012-06-26 05:00:00,3,0,1,1,21.32,25,48,26.0027
4740 | 2012-06-26 06:00:00,3,0,1,1,21.32,25,52,19.9995
4741 | 2012-06-26 07:00:00,3,0,1,1,21.32,25,52,23.9994
4742 | 2012-06-26 08:00:00,3,0,1,1,22.96,26.515,49,22.0028
4743 | 2012-06-26 09:00:00,3,0,1,1,23.78,27.275,46,27.9993
4744 | 2012-06-26 10:00:00,3,0,1,1,25.42,31.06,41,23.9994
4745 | 2012-06-26 11:00:00,3,0,1,1,26.24,31.06,36,27.9993
4746 | 2012-06-26 12:00:00,3,0,1,1,27.06,31.06,34,30.0026
4747 | 2012-06-26 13:00:00,3,0,1,1,28.7,31.82,30,31.0009
4748 | 2012-06-26 14:00:00,3,0,1,1,28.7,31.82,30,31.0009
4749 | 2012-06-26 15:00:00,3,0,1,1,29.52,32.575,28,31.0009
4750 | 2012-06-26 16:00:00,3,0,1,1,29.52,31.82,26,32.9975
4751 | 2012-06-26 17:00:00,3,0,1,1,29.52,32.575,28,27.9993
4752 | 2012-06-26 18:00:00,3,0,1,1,29.52,32.575,28,23.9994
4753 | 2012-06-26 19:00:00,3,0,1,1,29.52,32.575,28,15.0013
4754 | 2012-06-26 20:00:00,3,0,1,1,28.7,31.82,30,19.0012
4755 | 2012-06-26 21:00:00,3,0,1,1,27.88,31.82,34,12.998
4756 | 2012-06-26 22:00:00,3,0,1,1,27.06,31.06,34,16.9979
4757 | 2012-06-26 23:00:00,3,0,1,1,25.42,31.06,41,8.9981
4758 | 2012-06-27 00:00:00,3,0,1,1,25.42,31.06,41,12.998
4759 | 2012-06-27 01:00:00,3,0,1,1,24.6,31.06,43,11.0014
4760 | 2012-06-27 02:00:00,3,0,1,1,22.96,26.515,49,8.9981
4761 | 2012-06-27 03:00:00,3,0,1,1,23.78,27.275,46,6.0032
4762 | 2012-06-27 04:00:00,3,0,1,1,24.6,31.06,40,16.9979
4763 | 2012-06-27 05:00:00,3,0,1,1,24.6,31.06,43,19.0012
4764 | 2012-06-27 06:00:00,3,0,1,1,23.78,27.275,46,19.0012
4765 | 2012-06-27 07:00:00,3,0,1,1,24.6,31.06,43,23.9994
4766 | 2012-06-27 08:00:00,3,0,1,1,25.42,31.06,43,22.0028
4767 | 2012-06-27 09:00:00,3,0,1,1,27.06,31.06,41,23.9994
4768 | 2012-06-27 10:00:00,3,0,1,1,28.7,31.82,37,16.9979
4769 | 2012-06-27 11:00:00,3,0,1,1,30.34,32.575,30,22.0028
4770 | 2012-06-27 12:00:00,3,0,1,1,31.16,33.335,29,19.9995
4771 | 2012-06-27 13:00:00,3,0,1,1,32.8,34.85,27,22.0028
4772 | 2012-06-27 14:00:00,3,0,1,1,32.8,34.09,24,23.9994
4773 | 2012-06-27 15:00:00,3,0,1,1,32.8,34.85,26,31.0009
4774 | 2012-06-27 16:00:00,3,0,1,1,33.62,34.85,24,30.0026
4775 | 2012-06-27 17:00:00,3,0,1,1,33.62,34.85,24,26.0027
4776 | 2012-06-27 18:00:00,3,0,1,1,32.8,34.85,27,22.0028
4777 | 2012-06-27 19:00:00,3,0,1,1,31.98,34.09,29,22.0028
4778 | 2012-06-27 20:00:00,3,0,1,1,31.16,33.335,31,12.998
4779 | 2012-06-27 21:00:00,3,0,1,1,30.34,32.575,35,8.9981
4780 | 2012-06-27 22:00:00,3,0,1,1,29.52,32.575,39,6.0032
4781 | 2012-06-27 23:00:00,3,0,1,1,27.88,31.82,47,8.9981
4782 | 2012-06-28 00:00:00,3,0,1,1,27.06,31.06,50,7.0015
4783 | 2012-06-28 01:00:00,3,0,1,1,27.06,31.06,54,0
4784 | 2012-06-28 02:00:00,3,0,1,1,27.06,31.06,50,6.0032
4785 | 2012-06-28 03:00:00,3,0,1,1,27.06,31.06,50,6.0032
4786 | 2012-06-28 04:00:00,3,0,1,1,25.42,30.305,61,7.0015
4787 | 2012-06-28 05:00:00,3,0,1,1,25.42,31.06,57,6.0032
4788 | 2012-06-28 06:00:00,3,0,1,1,25.42,31.06,57,6.0032
4789 | 2012-06-28 07:00:00,3,0,1,1,25.42,30.305,61,7.0015
4790 | 2012-06-28 08:00:00,3,0,1,1,27.06,31.06,50,8.9981
4791 | 2012-06-28 09:00:00,3,0,1,1,28.7,32.575,54,11.0014
4792 | 2012-06-28 10:00:00,3,0,1,1,30.34,33.335,48,12.998
4793 | 2012-06-28 11:00:00,3,0,1,1,32.8,34.85,31,12.998
4794 | 2012-06-28 12:00:00,3,0,1,1,34.44,35.605,26,19.0012
4795 | 2012-06-28 13:00:00,3,0,1,1,35.26,37.12,26,15.0013
4796 | 2012-06-28 14:00:00,3,0,1,1,35.26,36.365,25,22.0028
4797 | 2012-06-28 15:00:00,3,0,1,1,35.26,36.365,25,22.0028
4798 | 2012-06-28 16:00:00,3,0,1,1,36.08,37.12,23,12.998
4799 | 2012-06-28 17:00:00,3,0,1,1,36.08,37.12,22,12.998
4800 | 2012-06-28 18:00:00,3,0,1,1,35.26,36.365,25,15.0013
4801 | 2012-06-28 19:00:00,3,0,1,1,34.44,36.365,30,19.9995
4802 | 2012-06-28 20:00:00,3,0,1,1,33.62,36.365,34,12.998
4803 | 2012-06-28 21:00:00,3,0,1,1,31.16,34.85,55,12.998
4804 | 2012-06-28 22:00:00,3,0,1,1,31.16,34.85,52,11.0014
4805 | 2012-06-28 23:00:00,3,0,1,1,30.34,33.335,48,8.9981
4806 | 2012-06-29 00:00:00,3,0,1,1,30.34,33.335,48,8.9981
4807 | 2012-06-29 01:00:00,3,0,1,1,30.34,33.335,51,11.0014
4808 | 2012-06-29 02:00:00,3,0,1,1,29.52,33.335,58,12.998
4809 | 2012-06-29 03:00:00,3,0,1,1,29.52,33.335,58,12.998
4810 | 2012-06-29 04:00:00,3,0,1,1,28.7,32.575,65,11.0014
4811 | 2012-06-29 05:00:00,3,0,1,1,28.7,32.575,61,7.0015
4812 | 2012-06-29 06:00:00,3,0,1,2,28.7,32.575,61,11.0014
4813 | 2012-06-29 07:00:00,3,0,1,1,28.7,32.575,61,7.0015
4814 | 2012-06-29 08:00:00,3,0,1,2,30.34,34.09,55,7.0015
4815 | 2012-06-29 09:00:00,3,0,1,1,31.16,34.85,55,11.0014
4816 | 2012-06-29 10:00:00,3,0,1,1,36.9,41.665,39,19.9995
4817 | 2012-06-29 11:00:00,3,0,1,2,36.9,42.425,42,19.0012
4818 | 2012-06-29 12:00:00,3,0,1,2,37.72,43.94,40,16.9979
4819 | 2012-06-29 13:00:00,3,0,1,1,38.54,43.94,38,12.998
4820 | 2012-06-29 14:00:00,3,0,1,1,39.36,45.455,36,15.0013
4821 | 2012-06-29 15:00:00,3,0,1,1,39.36,45.455,36,0
4822 | 2012-06-29 16:00:00,3,0,1,1,39.36,45.455,36,0
4823 | 2012-06-29 17:00:00,3,0,1,1,40.18,46.21,34,12.998
4824 | 2012-06-29 18:00:00,3,0,1,1,39.36,43.18,31,0
4825 | 2012-06-29 19:00:00,3,0,1,1,36.9,43.94,47,12.998
4826 | 2012-06-29 20:00:00,3,0,1,1,37.72,44.695,42,16.9979
4827 | 2012-06-29 21:00:00,3,0,1,2,35.26,41.665,53,12.998
4828 | 2012-06-29 22:00:00,3,0,1,3,33.62,41.665,63,12.998
4829 | 2012-06-29 23:00:00,3,0,1,3,33.62,41.665,63,12.998
4830 | 2012-06-30 00:00:00,3,0,0,3,26.24,28.79,89,11.0014
4831 | 2012-06-30 01:00:00,3,0,0,3,26.24,28.79,89,15.0013
4832 | 2012-06-30 02:00:00,3,0,0,2,26.24,28.79,89,0
4833 | 2012-06-30 03:00:00,3,0,0,2,26.24,28.79,89,0
4834 | 2012-06-30 04:00:00,3,0,0,2,25.42,27.275,94,0
4835 | 2012-06-30 05:00:00,3,0,0,1,26.24,28.79,89,11.0014
4836 | 2012-06-30 06:00:00,3,0,0,1,26.24,28.79,89,11.0014
4837 | 2012-06-30 07:00:00,3,0,0,1,26.24,28.79,89,11.0014
4838 | 2012-06-30 08:00:00,3,0,0,1,26.24,28.79,89,11.0014
4839 | 2012-06-30 09:00:00,3,0,0,1,26.24,28.79,89,11.0014
4840 | 2012-06-30 10:00:00,3,0,0,1,36.08,38.635,30,16.9979
4841 | 2012-06-30 11:00:00,3,0,0,1,36.08,38.635,30,16.9979
4842 | 2012-06-30 12:00:00,3,0,0,1,36.08,38.635,30,16.9979
4843 | 2012-06-30 13:00:00,3,0,0,1,36.08,38.635,30,16.9979
4844 | 2012-06-30 14:00:00,3,0,0,1,36.08,38.635,30,16.9979
4845 | 2012-06-30 15:00:00,3,0,0,1,36.08,38.635,30,16.9979
4846 | 2012-06-30 16:00:00,3,0,0,1,36.9,39.395,29,11.0014
4847 | 2012-06-30 17:00:00,3,0,0,1,36.08,38.635,32,8.9981
4848 | 2012-06-30 18:00:00,3,0,0,1,36.08,39.395,35,0
4849 | 2012-06-30 19:00:00,3,0,0,1,34.44,37.88,44,16.9979
4850 | 2012-06-30 20:00:00,3,0,0,1,33.62,38.635,52,11.0014
4851 | 2012-06-30 21:00:00,3,0,0,1,33.62,38.635,52,11.0014
4852 | 2012-06-30 22:00:00,3,0,0,1,31.98,37.12,62,11.0014
4853 | 2012-06-30 23:00:00,3,0,0,1,31.98,37.12,62,6.0032
4854 | 2012-07-20 00:00:00,3,0,1,3,27.06,29.545,89,6.0032
4855 | 2012-07-20 01:00:00,3,0,1,1,27.06,29.545,89,8.9981
4856 | 2012-07-20 02:00:00,3,0,1,2,27.06,29.545,89,6.0032
4857 | 2012-07-20 03:00:00,3,0,1,2,27.06,29.545,89,7.0015
4858 | 2012-07-20 04:00:00,3,0,1,2,27.06,29.545,89,11.0014
4859 | 2012-07-20 05:00:00,3,0,1,2,27.06,29.545,89,8.9981
4860 | 2012-07-20 06:00:00,3,0,1,2,27.06,29.545,89,11.0014
4861 | 2012-07-20 07:00:00,3,0,1,2,27.06,29.545,89,12.998
4862 | 2012-07-20 08:00:00,3,0,1,2,27.88,31.82,83,11.0014
4863 | 2012-07-20 09:00:00,3,0,1,2,28.7,33.335,79,8.9981
4864 | 2012-07-20 10:00:00,3,0,1,2,28.7,33.335,79,11.0014
4865 | 2012-07-20 11:00:00,3,0,1,3,29.52,34.85,74,12.998
4866 | 2012-07-20 12:00:00,3,0,1,3,27.88,31.82,83,11.0014
4867 | 2012-07-20 13:00:00,3,0,1,3,27.88,31.82,83,7.0015
4868 | 2012-07-20 14:00:00,3,0,1,3,28.7,33.335,84,11.0014
4869 | 2012-07-20 15:00:00,3,0,1,2,28.7,33.335,84,19.9995
4870 | 2012-07-20 16:00:00,3,0,1,2,27.88,31.82,83,22.0028
4871 | 2012-07-20 17:00:00,3,0,1,2,27.06,29.545,89,27.9993
4872 | 2012-07-20 18:00:00,3,0,1,2,27.06,30.305,78,22.0028
4873 | 2012-07-20 19:00:00,3,0,1,2,26.24,28.79,83,19.0012
4874 | 2012-07-20 20:00:00,3,0,1,3,26.24,28.79,83,26.0027
4875 | 2012-07-20 21:00:00,3,0,1,3,25.42,28.79,83,22.0028
4876 | 2012-07-20 22:00:00,3,0,1,2,25.42,28.79,83,12.998
4877 | 2012-07-20 23:00:00,3,0,1,2,25.42,28.79,83,19.0012
4878 | 2012-07-21 00:00:00,3,0,0,3,25.42,28.79,83,19.0012
4879 | 2012-07-21 01:00:00,3,0,0,2,25.42,28.79,83,16.9979
4880 | 2012-07-21 02:00:00,3,0,0,3,24.6,27.275,88,19.0012
4881 | 2012-07-21 03:00:00,3,0,0,3,24.6,27.275,88,16.9979
4882 | 2012-07-21 04:00:00,3,0,0,3,23.78,27.275,88,19.0012
4883 | 2012-07-21 05:00:00,3,0,0,3,23.78,27.275,88,16.9979
4884 | 2012-07-21 06:00:00,3,0,0,3,23.78,27.275,88,16.9979
4885 | 2012-07-21 07:00:00,3,0,0,2,23.78,27.275,88,16.9979
4886 | 2012-07-21 08:00:00,3,0,0,2,23.78,27.275,83,16.9979
4887 | 2012-07-21 09:00:00,3,0,0,2,23.78,27.275,83,12.998
4888 | 2012-07-21 10:00:00,3,0,0,3,23.78,27.275,88,16.9979
4889 | 2012-07-21 11:00:00,3,0,0,2,24.6,28.03,83,16.9979
4890 | 2012-07-21 12:00:00,3,0,0,3,24.6,28.03,83,15.0013
4891 | 2012-07-21 13:00:00,3,0,0,3,24.6,28.03,83,11.0014
4892 | 2012-07-21 14:00:00,3,0,0,2,24.6,27.275,88,16.9979
4893 | 2012-07-21 15:00:00,3,0,0,3,24.6,27.275,88,16.9979
4894 | 2012-07-21 16:00:00,3,0,0,3,24.6,27.275,88,12.998
4895 | 2012-07-21 17:00:00,3,0,0,3,24.6,27.275,88,11.0014
4896 | 2012-07-21 18:00:00,3,0,0,2,24.6,27.275,88,12.998
4897 | 2012-07-21 19:00:00,3,0,0,2,24.6,27.275,88,11.0014
4898 | 2012-07-21 20:00:00,3,0,0,3,24.6,27.275,88,11.0014
4899 | 2012-07-21 21:00:00,3,0,0,2,24.6,27.275,88,11.0014
4900 | 2012-07-21 22:00:00,3,0,0,2,24.6,27.275,88,7.0015
4901 | 2012-07-21 23:00:00,3,0,0,2,24.6,27.275,88,0
4902 | 2012-07-22 00:00:00,3,0,0,2,24.6,27.275,88,7.0015
4903 | 2012-07-22 01:00:00,3,0,0,2,24.6,27.275,88,11.0014
4904 | 2012-07-22 02:00:00,3,0,0,2,24.6,27.275,88,7.0015
4905 | 2012-07-22 03:00:00,3,0,0,2,24.6,27.275,88,7.0015
4906 | 2012-07-22 04:00:00,3,0,0,1,24.6,27.275,88,0
4907 | 2012-07-22 05:00:00,3,0,0,1,24.6,27.275,88,0
4908 | 2012-07-22 06:00:00,3,0,0,2,25.42,28.79,83,6.0032
4909 | 2012-07-22 07:00:00,3,0,0,2,25.42,28.79,83,0
4910 | 2012-07-22 08:00:00,3,0,0,2,26.24,29.545,78,0
4911 | 2012-07-22 09:00:00,3,0,0,2,27.06,31.06,69,0
4912 | 2012-07-22 10:00:00,3,0,0,2,27.06,31.06,74,0
4913 | 2012-07-22 11:00:00,3,0,0,2,27.06,31.06,74,0
4914 | 2012-07-22 12:00:00,3,0,0,2,28.7,32.575,70,7.0015
4915 | 2012-07-22 13:00:00,3,0,0,2,28.7,32.575,65,6.0032
4916 | 2012-07-22 14:00:00,3,0,0,1,29.52,34.09,66,7.0015
4917 | 2012-07-22 15:00:00,3,0,0,1,29.52,34.09,66,7.0015
4918 | 2012-07-22 16:00:00,3,0,0,1,30.34,34.85,66,7.0015
4919 | 2012-07-22 17:00:00,3,0,0,1,30.34,34.85,66,15.0013
4920 | 2012-07-22 18:00:00,3,0,0,1,30.34,34.85,66,11.0014
4921 | 2012-07-22 19:00:00,3,0,0,1,29.52,34.09,70,11.0014
4922 | 2012-07-22 20:00:00,3,0,0,1,28.7,33.335,74,11.0014
4923 | 2012-07-22 21:00:00,3,0,0,1,28.7,33.335,79,7.0015
4924 | 2012-07-22 22:00:00,3,0,0,1,28.7,33.335,74,12.998
4925 | 2012-07-22 23:00:00,3,0,0,1,27.88,31.82,79,11.0014
4926 | 2012-07-23 00:00:00,3,0,1,1,27.06,29.545,89,6.0032
4927 | 2012-07-23 01:00:00,3,0,1,1,27.06,29.545,89,12.998
4928 | 2012-07-23 02:00:00,3,0,1,2,27.06,29.545,94,6.0032
4929 | 2012-07-23 03:00:00,3,0,1,2,27.06,29.545,94,6.0032
4930 | 2012-07-23 04:00:00,3,0,1,2,27.06,29.545,94,8.9981
4931 | 2012-07-23 05:00:00,3,0,1,2,27.06,29.545,94,8.9981
4932 | 2012-07-23 06:00:00,3,0,1,2,27.88,31.82,89,6.0032
4933 | 2012-07-23 07:00:00,3,0,1,1,28.7,33.335,84,8.9981
4934 | 2012-07-23 08:00:00,3,0,1,1,29.52,34.85,79,7.0015
4935 | 2012-07-23 09:00:00,3,0,1,2,30.34,35.605,74,8.9981
4936 | 2012-07-23 10:00:00,3,0,1,2,31.98,37.12,62,0
4937 | 2012-07-23 11:00:00,3,0,1,2,32.8,37.12,52,11.0014
4938 | 2012-07-23 12:00:00,3,0,1,2,32.8,37.12,52,11.0014
4939 | 2012-07-23 13:00:00,3,0,1,2,32.8,37.12,52,7.0015
4940 | 2012-07-23 14:00:00,3,0,1,2,31.98,37.12,59,11.0014
4941 | 2012-07-23 15:00:00,3,0,1,1,32.8,37.88,55,12.998
4942 | 2012-07-23 16:00:00,3,0,1,1,33.62,38.635,52,8.9981
4943 | 2012-07-23 17:00:00,3,0,1,1,33.62,38.635,52,8.9981
4944 | 2012-07-23 18:00:00,3,0,1,1,33.62,37.88,46,7.0015
4945 | 2012-07-23 19:00:00,3,0,1,1,32.8,37.12,52,16.9979
4946 | 2012-07-23 20:00:00,3,0,1,1,31.16,35.605,62,11.0014
4947 | 2012-07-23 21:00:00,3,0,1,1,31.16,35.605,62,12.998
4948 | 2012-07-23 22:00:00,3,0,1,1,30.34,34.09,62,12.998
4949 | 2012-07-23 23:00:00,3,0,1,1,29.52,34.09,66,11.0014
4950 | 2012-07-24 00:00:00,3,0,1,1,28.7,33.335,74,8.9981
4951 | 2012-07-24 01:00:00,3,0,1,1,27.88,31.82,79,11.0014
4952 | 2012-07-24 02:00:00,3,0,1,1,27.06,30.305,83,11.0014
4953 | 2012-07-24 03:00:00,3,0,1,1,27.06,30.305,83,11.0014
4954 | 2012-07-24 04:00:00,3,0,1,1,27.06,30.305,83,6.0032
4955 | 2012-07-24 05:00:00,3,0,1,1,27.06,30.305,83,7.0015
4956 | 2012-07-24 06:00:00,3,0,1,1,27.06,30.305,83,8.9981
4957 | 2012-07-24 07:00:00,3,0,1,1,28.7,33.335,74,11.0014
4958 | 2012-07-24 08:00:00,3,0,1,1,30.34,34.85,70,12.998
4959 | 2012-07-24 09:00:00,3,0,1,1,34.44,40.15,53,0
4960 | 2012-07-24 10:00:00,3,0,1,1,33.62,39.395,56,19.9995
4961 | 2012-07-24 11:00:00,3,0,1,2,34.44,40.15,53,22.0028
4962 | 2012-07-24 12:00:00,3,0,1,2,33.62,39.395,56,15.0013
4963 | 2012-07-24 13:00:00,3,0,1,2,34.44,40.15,53,19.9995
4964 | 2012-07-24 14:00:00,3,0,1,2,34.44,40.15,53,15.0013
4965 | 2012-07-24 15:00:00,3,0,1,1,33.62,38.635,49,19.9995
4966 | 2012-07-24 16:00:00,3,0,1,1,32.8,37.88,55,19.9995
4967 | 2012-07-24 17:00:00,3,0,1,1,32.8,37.12,52,22.0028
4968 | 2012-07-24 18:00:00,3,0,1,1,31.16,35.605,62,22.0028
4969 | 2012-07-24 19:00:00,3,0,1,1,31.16,35.605,62,11.0014
4970 | 2012-07-24 20:00:00,3,0,1,1,30.34,34.85,66,11.0014
4971 | 2012-07-24 21:00:00,3,0,1,1,30.34,34.85,66,15.0013
4972 | 2012-07-24 22:00:00,3,0,1,1,30.34,34.85,66,16.9979
4973 | 2012-07-24 23:00:00,3,0,1,1,30.34,34.09,58,22.0028
4974 | 2012-07-25 00:00:00,3,0,1,1,29.52,33.335,58,19.9995
4975 | 2012-07-25 01:00:00,3,0,1,1,28.7,32.575,58,12.998
4976 | 2012-07-25 02:00:00,3,0,1,1,27.88,31.82,61,15.0013
4977 | 2012-07-25 03:00:00,3,0,1,1,27.06,31.06,65,15.0013
4978 | 2012-07-25 04:00:00,3,0,1,1,26.24,30.305,65,15.0013
4979 | 2012-07-25 05:00:00,3,0,1,1,26.24,30.305,65,11.0014
4980 | 2012-07-25 06:00:00,3,0,1,1,26.24,30.305,65,12.998
4981 | 2012-07-25 07:00:00,3,0,1,1,27.06,31.06,50,22.0028
4982 | 2012-07-25 08:00:00,3,0,1,1,28.7,31.82,42,16.9979
4983 | 2012-07-25 09:00:00,3,0,1,1,29.52,32.575,37,19.9995
4984 | 2012-07-25 10:00:00,3,0,1,1,30.34,32.575,37,0
4985 | 2012-07-25 11:00:00,3,0,1,1,31.16,33.335,33,0
4986 | 2012-07-25 12:00:00,3,0,1,1,31.16,33.335,33,0
4987 | 2012-07-25 13:00:00,3,0,1,1,31.98,34.09,31,11.0014
4988 | 2012-07-25 14:00:00,3,0,1,1,32.8,34.85,29,8.9981
4989 | 2012-07-25 15:00:00,3,0,1,1,31.98,34.09,31,6.0032
4990 | 2012-07-25 16:00:00,3,0,1,1,32.8,34.85,29,11.0014
4991 | 2012-07-25 17:00:00,3,0,1,1,32.8,34.85,31,0
4992 | 2012-07-25 18:00:00,3,0,1,1,32.8,34.85,27,8.9981
4993 | 2012-07-25 19:00:00,3,0,1,1,31.16,33.335,33,8.9981
4994 | 2012-07-25 20:00:00,3,0,1,1,30.34,32.575,40,11.0014
4995 | 2012-07-25 21:00:00,3,0,1,1,29.52,32.575,45,8.9981
4996 | 2012-07-25 22:00:00,3,0,1,1,28.7,32.575,58,8.9981
4997 | 2012-07-25 23:00:00,3,0,1,1,27.88,31.82,57,19.9995
4998 | 2012-07-26 00:00:00,3,0,1,1,27.06,31.06,65,12.998
4999 | 2012-07-26 01:00:00,3,0,1,1,27.06,31.06,65,15.0013
5000 | 2012-07-26 02:00:00,3,0,1,1,27.06,31.06,69,16.9979
5001 | 2012-07-26 03:00:00,3,0,1,1,27.06,31.06,69,15.0013
5002 | 2012-07-26 04:00:00,3,0,1,1,27.06,31.06,74,12.998
5003 | 2012-07-26 05:00:00,3,0,1,1,27.06,31.06,74,12.998
5004 | 2012-07-26 06:00:00,3,0,1,1,27.06,30.305,78,16.9979
5005 | 2012-07-26 07:00:00,3,0,1,1,28.7,33.335,74,16.9979
5006 | 2012-07-26 08:00:00,3,0,1,2,28.7,33.335,74,16.9979
5007 | 2012-07-26 09:00:00,3,0,1,2,29.52,34.09,70,8.9981
5008 | 2012-07-26 10:00:00,3,0,1,1,30.34,34.85,70,15.0013
5009 | 2012-07-26 11:00:00,3,0,1,1,32.8,40.15,66,15.0013
5010 | 2012-07-26 12:00:00,3,0,1,1,34.44,40.91,56,16.9979
5011 | 2012-07-26 13:00:00,3,0,1,1,35.26,41.665,53,19.9995
5012 | 2012-07-26 14:00:00,3,0,1,1,36.9,43.94,47,16.9979
5013 | 2012-07-26 15:00:00,3,0,1,1,37.72,44.695,42,19.9995
5014 | 2012-07-26 16:00:00,3,0,1,1,38.54,43.94,38,26.0027
5015 | 2012-07-26 17:00:00,3,0,1,1,36.9,43.18,45,27.9993
5016 | 2012-07-26 18:00:00,3,0,1,1,37.72,43.94,40,23.9994
5017 | 2012-07-26 19:00:00,3,0,1,1,36.9,43.18,45,22.0028
5018 | 2012-07-26 20:00:00,3,0,1,1,35.26,40.91,50,16.9979
5019 | 2012-07-26 21:00:00,3,0,1,1,32.8,37.12,49,40.9973
5020 | 2012-07-26 22:00:00,3,0,1,1,32.8,37.12,49,40.9973
5021 | 2012-07-26 23:00:00,3,0,1,1,29.52,34.09,70,8.9981
5022 | 2012-07-27 00:00:00,3,0,1,1,29.52,34.09,70,0
5023 | 2012-07-27 01:00:00,3,0,1,1,29.52,34.09,70,7.0015
5024 | 2012-07-27 02:00:00,3,0,1,1,28.7,33.335,79,8.9981
5025 | 2012-07-27 03:00:00,3,0,1,1,28.7,33.335,74,11.0014
5026 | 2012-07-27 04:00:00,3,0,1,1,28.7,33.335,79,0
5027 | 2012-07-27 05:00:00,3,0,1,1,28.7,33.335,84,0
5028 | 2012-07-27 06:00:00,3,0,1,1,28.7,33.335,79,0
5029 | 2012-07-27 07:00:00,3,0,1,1,29.52,34.09,70,12.998
5030 | 2012-07-27 08:00:00,3,0,1,1,31.16,36.365,66,6.0032
5031 | 2012-07-27 09:00:00,3,0,1,1,33.62,38.635,49,19.0012
5032 | 2012-07-27 10:00:00,3,0,1,1,34.44,38.635,47,0
5033 | 2012-07-27 11:00:00,3,0,1,1,34.44,38.635,47,22.0028
5034 | 2012-07-27 12:00:00,3,0,1,1,34.44,39.395,49,23.9994
5035 | 2012-07-27 13:00:00,3,0,1,1,34.44,38.635,47,19.0012
5036 | 2012-07-27 14:00:00,3,0,1,1,35.26,40.15,47,19.9995
5037 | 2012-07-27 15:00:00,3,0,1,1,35.26,39.395,41,15.0013
5038 | 2012-07-27 16:00:00,3,0,1,1,34.44,38.635,47,15.0013
5039 | 2012-07-27 17:00:00,3,0,1,1,35.26,39.395,41,19.0012
5040 | 2012-07-27 18:00:00,3,0,1,1,33.62,37.88,46,11.0014
5041 | 2012-07-27 19:00:00,3,0,1,1,33.62,38.635,52,12.998
5042 | 2012-07-27 20:00:00,3,0,1,1,31.98,37.12,59,7.0015
5043 | 2012-07-27 21:00:00,3,0,1,1,31.98,37.12,59,7.0015
5044 | 2012-07-27 22:00:00,3,0,1,1,31.98,37.12,59,8.9981
5045 | 2012-07-27 23:00:00,3,0,1,1,31.16,36.365,66,0
5046 | 2012-07-28 00:00:00,3,0,0,1,30.34,34.09,62,8.9981
5047 | 2012-07-28 01:00:00,3,0,0,1,29.52,34.09,70,6.0032
5048 | 2012-07-28 02:00:00,3,0,0,1,29.52,34.09,70,0
5049 | 2012-07-28 03:00:00,3,0,0,1,29.52,34.09,70,0
5050 | 2012-07-28 04:00:00,3,0,0,1,28.7,33.335,79,12.998
5051 | 2012-07-28 05:00:00,3,0,0,1,27.88,31.82,79,11.0014
5052 | 2012-07-28 06:00:00,3,0,0,1,28.7,32.575,70,7.0015
5053 | 2012-07-28 07:00:00,3,0,0,1,29.52,34.09,70,8.9981
5054 | 2012-07-28 08:00:00,3,0,0,1,30.34,34.85,66,11.0014
5055 | 2012-07-28 09:00:00,3,0,0,1,31.98,37.12,59,7.0015
5056 | 2012-07-28 10:00:00,3,0,0,1,33.62,38.635,52,15.0013
5057 | 2012-07-28 11:00:00,3,0,0,1,34.44,37.12,39,15.0013
5058 | 2012-07-28 12:00:00,3,0,0,1,34.44,37.88,41,15.0013
5059 | 2012-07-28 13:00:00,3,0,0,1,35.26,39.395,41,19.0012
5060 | 2012-07-28 14:00:00,3,0,0,1,35.26,38.635,39,16.9979
5061 | 2012-07-28 15:00:00,3,0,0,1,36.08,38.635,32,19.0012
5062 | 2012-07-28 16:00:00,3,0,0,1,35.26,38.635,39,15.0013
5063 | 2012-07-28 17:00:00,3,0,0,1,33.62,37.88,46,12.998
5064 | 2012-07-28 18:00:00,3,0,0,1,33.62,37.12,43,19.0012
5065 | 2012-07-28 19:00:00,3,0,0,1,27.88,31.82,83,0
5066 | 2012-07-28 20:00:00,3,0,0,1,27.06,30.305,83,15.0013
5067 | 2012-07-28 21:00:00,3,0,0,1,27.06,30.305,78,6.0032
5068 | 2012-07-28 22:00:00,3,0,0,1,27.06,30.305,78,6.0032
5069 | 2012-07-28 23:00:00,3,0,0,1,27.06,30.305,83,6.0032
5070 | 2012-07-29 00:00:00,3,0,0,1,27.06,29.545,89,8.9981
5071 | 2012-07-29 01:00:00,3,0,0,1,27.06,30.305,83,7.0015
5072 | 2012-07-29 02:00:00,3,0,0,1,27.06,31.06,74,8.9981
5073 | 2012-07-29 03:00:00,3,0,0,1,27.06,31.06,69,15.0013
5074 | 2012-07-29 04:00:00,3,0,0,1,26.24,30.305,69,12.998
5075 | 2012-07-29 05:00:00,3,0,0,1,25.42,29.545,78,12.998
5076 | 2012-07-29 06:00:00,3,0,0,1,26.24,30.305,73,11.0014
5077 | 2012-07-29 07:00:00,3,0,0,1,27.06,31.06,69,16.9979
5078 | 2012-07-29 08:00:00,3,0,0,1,28.7,32.575,65,15.0013
5079 | 2012-07-29 09:00:00,3,0,0,1,29.52,34.09,62,16.9979
5080 | 2012-07-29 10:00:00,3,0,0,1,30.34,34.09,62,0
5081 | 2012-07-29 11:00:00,3,0,0,1,31.16,34.85,55,15.0013
5082 | 2012-07-29 12:00:00,3,0,0,1,31.16,34.85,55,22.0028
5083 | 2012-07-29 13:00:00,3,0,0,1,32.8,37.12,49,15.0013
5084 | 2012-07-29 14:00:00,3,0,0,1,32.8,36.365,46,12.998
5085 | 2012-07-29 15:00:00,3,0,0,1,32.8,36.365,43,8.9981
5086 | 2012-07-29 16:00:00,3,0,0,1,32.8,36.365,43,8.9981
5087 | 2012-07-29 17:00:00,3,0,0,1,33.62,37.12,41,11.0014
5088 | 2012-07-29 18:00:00,3,0,0,1,32.8,35.605,41,19.9995
5089 | 2012-07-29 19:00:00,3,0,0,1,31.16,34.85,55,11.0014
5090 | 2012-07-29 20:00:00,3,0,0,1,30.34,34.85,66,7.0015
5091 | 2012-07-29 21:00:00,3,0,0,1,29.52,34.09,70,8.9981
5092 | 2012-07-29 22:00:00,3,0,0,1,28.7,32.575,70,7.0015
5093 | 2012-07-29 23:00:00,3,0,0,1,28.7,32.575,70,0
5094 | 2012-07-30 00:00:00,3,0,1,1,28.7,33.335,74,6.0032
5095 | 2012-07-30 01:00:00,3,0,1,1,28.7,33.335,74,0
5096 | 2012-07-30 02:00:00,3,0,1,1,27.88,31.82,74,0
5097 | 2012-07-30 03:00:00,3,0,1,1,27.06,30.305,83,0
5098 | 2012-07-30 04:00:00,3,0,1,1,27.06,30.305,83,0
5099 | 2012-07-30 05:00:00,3,0,1,1,27.06,30.305,83,7.0015
5100 | 2012-07-30 06:00:00,3,0,1,1,27.06,30.305,83,11.0014
5101 | 2012-07-30 07:00:00,3,0,1,1,28.7,33.335,79,6.0032
5102 | 2012-07-30 08:00:00,3,0,1,2,29.52,34.85,74,7.0015
5103 | 2012-07-30 09:00:00,3,0,1,2,30.34,34.85,70,0
5104 | 2012-07-30 10:00:00,3,0,1,2,30.34,34.85,66,15.0013
5105 | 2012-07-30 11:00:00,3,0,1,2,31.98,36.365,55,8.9981
5106 | 2012-07-30 12:00:00,3,0,1,2,31.16,35.605,58,7.0015
5107 | 2012-07-30 13:00:00,3,0,1,1,32.8,37.12,49,11.0014
5108 | 2012-07-30 14:00:00,3,0,1,1,32.8,37.12,49,15.0013
5109 | 2012-07-30 15:00:00,3,0,1,1,32.8,37.12,49,16.9979
5110 | 2012-07-30 16:00:00,3,0,1,1,32.8,37.12,49,19.0012
5111 | 2012-07-30 17:00:00,3,0,1,1,31.16,34.85,55,22.0028
5112 | 2012-07-30 18:00:00,3,0,1,1,31.16,35.605,58,27.9993
5113 | 2012-07-30 19:00:00,3,0,1,1,33.62,38.635,52,11.0014
5114 | 2012-07-30 20:00:00,3,0,1,1,29.52,34.09,70,15.0013
5115 | 2012-07-30 21:00:00,3,0,1,1,29.52,34.09,70,12.998
5116 | 2012-07-30 22:00:00,3,0,1,2,28.7,33.335,74,15.0013
5117 | 2012-07-30 23:00:00,3,0,1,1,28.7,33.335,74,12.998
5118 | 2012-07-31 00:00:00,3,0,1,1,27.88,31.82,79,8.9981
5119 | 2012-07-31 01:00:00,3,0,1,1,27.06,30.305,83,8.9981
5120 | 2012-07-31 02:00:00,3,0,1,1,27.06,30.305,83,8.9981
5121 | 2012-07-31 03:00:00,3,0,1,1,27.06,30.305,83,6.0032
5122 | 2012-07-31 04:00:00,3,0,1,1,27.06,30.305,83,6.0032
5123 | 2012-07-31 05:00:00,3,0,1,1,27.06,30.305,83,11.0014
5124 | 2012-07-31 06:00:00,3,0,1,1,26.24,28.79,89,11.0014
5125 | 2012-07-31 07:00:00,3,0,1,1,27.88,31.82,83,15.0013
5126 | 2012-07-31 08:00:00,3,0,1,1,28.7,33.335,79,8.9981
5127 | 2012-07-31 09:00:00,3,0,1,1,29.52,34.09,70,7.0015
5128 | 2012-07-31 10:00:00,3,0,1,1,29.52,34.09,66,0
5129 | 2012-07-31 11:00:00,3,0,1,1,31.16,35.605,58,0
5130 | 2012-07-31 12:00:00,3,0,1,1,32.8,36.365,46,0
5131 | 2012-07-31 13:00:00,3,0,1,1,32.8,37.88,55,19.0012
5132 | 2012-07-31 14:00:00,3,0,1,1,32.8,37.88,55,19.0012
5133 | 2012-07-31 15:00:00,3,0,1,1,31.16,35.605,62,8.9981
5134 | 2012-07-31 16:00:00,3,0,1,1,31.16,35.605,58,15.0013
5135 | 2012-07-31 17:00:00,3,0,1,1,31.98,35.605,52,15.0013
5136 | 2012-07-31 18:00:00,3,0,1,1,31.16,34.85,55,19.0012
5137 | 2012-07-31 19:00:00,3,0,1,3,30.34,34.09,62,23.9994
5138 | 2012-07-31 20:00:00,3,0,1,3,28.7,32.575,70,12.998
5139 | 2012-07-31 21:00:00,3,0,1,1,27.88,31.82,79,12.998
5140 | 2012-07-31 22:00:00,3,0,1,1,27.88,31.82,74,16.9979
5141 | 2012-07-31 23:00:00,3,0,1,2,27.06,30.305,83,11.0014
5142 | 2012-08-20 00:00:00,3,0,1,2,24.6,28.03,83,7.0015
5143 | 2012-08-20 01:00:00,3,0,1,1,24.6,28.03,83,11.0014
5144 | 2012-08-20 02:00:00,3,0,1,1,24.6,28.03,83,11.0014
5145 | 2012-08-20 03:00:00,3,0,1,1,24.6,27.275,88,7.0015
5146 | 2012-08-20 04:00:00,3,0,1,2,24.6,28.03,83,6.0032
5147 | 2012-08-20 05:00:00,3,0,1,2,24.6,28.03,83,0
5148 | 2012-08-20 06:00:00,3,0,1,2,24.6,28.79,78,8.9981
5149 | 2012-08-20 07:00:00,3,0,1,2,25.42,29.545,78,8.9981
5150 | 2012-08-20 08:00:00,3,0,1,2,25.42,29.545,73,7.0015
5151 | 2012-08-20 09:00:00,3,0,1,2,26.24,30.305,69,0
5152 | 2012-08-20 10:00:00,3,0,1,2,26.24,30.305,69,6.0032
5153 | 2012-08-20 11:00:00,3,0,1,1,27.06,31.06,65,7.0015
5154 | 2012-08-20 12:00:00,3,0,1,2,27.06,31.06,61,7.0015
5155 | 2012-08-20 13:00:00,3,0,1,1,28.7,32.575,58,8.9981
5156 | 2012-08-20 14:00:00,3,0,1,1,29.52,33.335,54,11.0014
5157 | 2012-08-20 15:00:00,3,0,1,1,29.52,33.335,54,16.9979
5158 | 2012-08-20 16:00:00,3,0,1,1,29.52,33.335,54,16.9979
5159 | 2012-08-20 17:00:00,3,0,1,1,28.7,32.575,58,19.0012
5160 | 2012-08-20 18:00:00,3,0,1,2,25.42,29.545,78,16.9979
5161 | 2012-08-20 19:00:00,3,0,1,2,25.42,29.545,78,12.998
5162 | 2012-08-20 20:00:00,3,0,1,2,25.42,28.79,83,19.0012
5163 | 2012-08-20 21:00:00,3,0,1,1,24.6,28.03,83,0
5164 | 2012-08-20 22:00:00,3,0,1,2,24.6,28.03,83,0
5165 | 2012-08-20 23:00:00,3,0,1,2,24.6,28.03,83,0
5166 | 2012-08-21 00:00:00,3,0,1,2,24.6,28.03,83,6.0032
5167 | 2012-08-21 01:00:00,3,0,1,2,24.6,28.03,83,8.9981
5168 | 2012-08-21 02:00:00,3,0,1,2,23.78,27.275,88,19.0012
5169 | 2012-08-21 03:00:00,3,0,1,1,22.96,26.515,88,0
5170 | 2012-08-21 04:00:00,3,0,1,1,22.96,26.515,88,0
5171 | 2012-08-21 05:00:00,3,0,1,1,22.96,26.515,83,6.0032
5172 | 2012-08-21 06:00:00,3,0,1,1,22.96,26.515,83,7.0015
5173 | 2012-08-21 07:00:00,3,0,1,1,24.6,28.79,78,7.0015
5174 | 2012-08-21 08:00:00,3,0,1,1,24.6,28.79,78,8.9981
5175 | 2012-08-21 09:00:00,3,0,1,1,26.24,30.305,69,0
5176 | 2012-08-21 10:00:00,3,0,1,1,27.06,31.06,61,7.0015
5177 | 2012-08-21 11:00:00,3,0,1,1,28.7,32.575,54,0
5178 | 2012-08-21 12:00:00,3,0,1,1,29.52,32.575,45,0
5179 | 2012-08-21 13:00:00,3,0,1,1,30.34,32.575,40,0
5180 | 2012-08-21 14:00:00,3,0,1,1,31.16,33.335,37,6.0032
5181 | 2012-08-21 15:00:00,3,0,1,1,31.16,33.335,37,0
5182 | 2012-08-21 16:00:00,3,0,1,1,31.16,33.335,37,0
5183 | 2012-08-21 17:00:00,3,0,1,1,30.34,33.335,51,19.0012
5184 | 2012-08-21 18:00:00,3,0,1,1,29.52,33.335,54,15.0013
5185 | 2012-08-21 19:00:00,3,0,1,3,25.42,29.545,73,7.0015
5186 | 2012-08-21 20:00:00,3,0,1,1,26.24,30.305,73,0
5187 | 2012-08-21 21:00:00,3,0,1,1,26.24,30.305,73,0
5188 | 2012-08-21 22:00:00,3,0,1,1,26.24,29.545,78,0
5189 | 2012-08-21 23:00:00,3,0,1,1,25.42,28.79,83,0
5190 | 2012-08-22 00:00:00,3,0,1,1,25.42,28.79,83,7.0015
5191 | 2012-08-22 01:00:00,3,0,1,1,25.42,29.545,78,0
5192 | 2012-08-22 02:00:00,3,0,1,1,25.42,29.545,78,0
5193 | 2012-08-22 03:00:00,3,0,1,1,25.42,29.545,78,0
5194 | 2012-08-22 04:00:00,3,0,1,1,23.78,27.275,83,7.0015
5195 | 2012-08-22 05:00:00,3,0,1,1,24.6,28.79,78,0
5196 | 2012-08-22 06:00:00,3,0,1,1,25.42,29.545,73,0
5197 | 2012-08-22 07:00:00,3,0,1,1,25.42,29.545,78,0
5198 | 2012-08-22 08:00:00,3,0,1,1,26.24,30.305,73,6.0032
5199 | 2012-08-22 09:00:00,3,0,1,1,27.88,31.82,65,0
5200 | 2012-08-22 10:00:00,3,0,1,1,28.7,32.575,61,6.0032
5201 | 2012-08-22 11:00:00,3,0,1,1,29.52,33.335,58,6.0032
5202 | 2012-08-22 12:00:00,3,0,1,1,30.34,33.335,51,0
5203 | 2012-08-22 13:00:00,3,0,1,1,31.16,34.09,48,7.0015
5204 | 2012-08-22 14:00:00,3,0,1,1,31.16,34.09,45,7.0015
5205 | 2012-08-22 15:00:00,3,0,1,1,31.16,34.09,48,8.9981
5206 | 2012-08-22 16:00:00,3,0,1,3,30.34,34.09,55,15.0013
5207 | 2012-08-22 17:00:00,3,0,1,3,30.34,34.09,55,15.0013
5208 | 2012-08-22 18:00:00,3,0,1,3,27.06,31.06,61,15.0013
5209 | 2012-08-22 19:00:00,3,0,1,2,27.06,31.06,74,0
5210 | 2012-08-22 20:00:00,3,0,1,1,26.24,30.305,73,12.998
5211 | 2012-08-22 21:00:00,3,0,1,1,26.24,30.305,73,0
5212 | 2012-08-22 22:00:00,3,0,1,1,26.24,30.305,73,0
5213 | 2012-08-22 23:00:00,3,0,1,1,26.24,28.79,83,0
5214 | 2012-08-23 00:00:00,3,0,1,1,26.24,29.545,78,0
5215 | 2012-08-23 01:00:00,3,0,1,1,25.42,28.79,83,0
5216 | 2012-08-23 02:00:00,3,0,1,1,25.42,28.79,83,0
5217 | 2012-08-23 03:00:00,3,0,1,1,25.42,28.79,83,6.0032
5218 | 2012-08-23 04:00:00,3,0,1,1,25.42,28.79,83,0
5219 | 2012-08-23 05:00:00,3,0,1,1,25.42,28.79,83,0
5220 | 2012-08-23 06:00:00,3,0,1,2,24.6,27.275,88,6.0032
5221 | 2012-08-23 07:00:00,3,0,1,2,25.42,28.79,83,6.0032
5222 | 2012-08-23 08:00:00,3,0,1,2,27.06,31.06,74,6.0032
5223 | 2012-08-23 09:00:00,3,0,1,2,28.7,32.575,70,0
5224 | 2012-08-23 10:00:00,3,0,1,1,30.34,34.09,58,6.0032
5225 | 2012-08-23 11:00:00,3,0,1,1,31.16,34.09,48,6.0032
5226 | 2012-08-23 12:00:00,3,0,1,1,31.98,34.09,38,0
5227 | 2012-08-23 13:00:00,3,0,1,1,33.62,36.365,38,6.0032
5228 | 2012-08-23 14:00:00,3,0,1,1,31.98,34.85,46,15.0013
5229 | 2012-08-23 15:00:00,3,0,1,1,31.98,34.85,46,8.9981
5230 | 2012-08-23 16:00:00,3,0,1,1,31.16,34.09,48,11.0014
5231 | 2012-08-23 17:00:00,3,0,1,1,31.16,34.09,45,15.0013
5232 | 2012-08-23 18:00:00,3,0,1,1,30.34,33.335,48,15.0013
5233 | 2012-08-23 19:00:00,3,0,1,1,29.52,33.335,51,6.0032
5234 | 2012-08-23 20:00:00,3,0,1,1,28.7,32.575,61,7.0015
5235 | 2012-08-23 21:00:00,3,0,1,1,28.7,32.575,61,8.9981
5236 | 2012-08-23 22:00:00,3,0,1,2,27.88,31.82,61,7.0015
5237 | 2012-08-23 23:00:00,3,0,1,2,27.06,31.06,69,0
5238 | 2012-08-24 00:00:00,3,0,1,2,27.06,31.06,69,0
5239 | 2012-08-24 01:00:00,3,0,1,2,26.24,30.305,73,0
5240 | 2012-08-24 02:00:00,3,0,1,1,27.06,31.06,69,0
5241 | 2012-08-24 03:00:00,3,0,1,1,26.24,30.305,73,0
5242 | 2012-08-24 04:00:00,3,0,1,2,26.24,30.305,73,0
5243 | 2012-08-24 05:00:00,3,0,1,1,26.24,29.545,78,0
5244 | 2012-08-24 06:00:00,3,0,1,2,25.42,28.79,83,0
5245 | 2012-08-24 07:00:00,3,0,1,2,26.24,29.545,78,0
5246 | 2012-08-24 08:00:00,3,0,1,2,27.06,31.06,74,0
5247 | 2012-08-24 09:00:00,3,0,1,2,29.52,33.335,58,0
5248 | 2012-08-24 10:00:00,3,0,1,2,31.16,34.09,48,0
5249 | 2012-08-24 11:00:00,3,0,1,2,31.16,34.09,48,7.0015
5250 | 2012-08-24 12:00:00,3,0,1,2,31.16,34.09,45,6.0032
5251 | 2012-08-24 13:00:00,3,0,1,2,32.8,35.605,41,7.0015
5252 | 2012-08-24 14:00:00,3,0,1,1,31.98,34.85,43,7.0015
5253 | 2012-08-24 15:00:00,3,0,1,2,31.16,34.09,48,8.9981
5254 | 2012-08-24 16:00:00,3,0,1,2,31.16,34.09,48,8.9981
5255 | 2012-08-24 17:00:00,3,0,1,2,30.34,33.335,51,15.0013
5256 | 2012-08-24 18:00:00,3,0,1,2,29.52,34.09,62,12.998
5257 | 2012-08-24 19:00:00,3,0,1,2,29.52,33.335,58,11.0014
5258 | 2012-08-24 20:00:00,3,0,1,2,28.7,32.575,65,15.0013
5259 | 2012-08-24 21:00:00,3,0,1,2,28.7,32.575,61,11.0014
5260 | 2012-08-24 22:00:00,3,0,1,2,28.7,32.575,61,0
5261 | 2012-08-24 23:00:00,3,0,1,2,27.88,31.82,69,6.0032
5262 | 2012-08-25 00:00:00,3,0,0,2,28.7,32.575,61,0
5263 | 2012-08-25 01:00:00,3,0,0,2,27.88,31.82,69,0
5264 | 2012-08-25 02:00:00,3,0,0,2,27.06,31.06,74,6.0032
5265 | 2012-08-25 03:00:00,3,0,0,1,27.06,31.06,69,6.0032
5266 | 2012-08-25 04:00:00,3,0,0,2,27.06,31.06,69,7.0015
5267 | 2012-08-25 05:00:00,3,0,0,2,26.24,30.305,73,11.0014
5268 | 2012-08-25 06:00:00,3,0,0,2,26.24,29.545,78,11.0014
5269 | 2012-08-25 07:00:00,3,0,0,2,26.24,29.545,78,12.998
5270 | 2012-08-25 08:00:00,3,0,0,2,27.06,31.06,74,16.9979
5271 | 2012-08-25 09:00:00,3,0,0,2,27.88,31.82,69,19.0012
5272 | 2012-08-25 10:00:00,3,0,0,2,28.7,32.575,65,19.9995
5273 | 2012-08-25 11:00:00,3,0,0,2,29.52,34.09,62,19.0012
5274 | 2012-08-25 12:00:00,3,0,0,3,29.52,33.335,54,26.0027
5275 | 2012-08-25 13:00:00,3,0,0,2,29.52,33.335,51,23.9994
5276 | 2012-08-25 14:00:00,3,0,0,3,27.06,31.06,65,16.9979
5277 | 2012-08-25 15:00:00,3,0,0,2,26.24,30.305,73,22.0028
5278 | 2012-08-25 16:00:00,3,0,0,2,27.06,31.06,74,19.9995
5279 | 2012-08-25 17:00:00,3,0,0,2,27.06,31.06,74,22.0028
5280 | 2012-08-25 18:00:00,3,0,0,2,27.06,31.06,69,31.0009
5281 | 2012-08-25 19:00:00,3,0,0,2,26.24,29.545,78,19.9995
5282 | 2012-08-25 20:00:00,3,0,0,3,25.42,28.79,83,16.9979
5283 | 2012-08-25 21:00:00,3,0,0,1,25.42,28.79,83,23.9994
5284 | 2012-08-25 22:00:00,3,0,0,1,25.42,28.79,83,23.9994
5285 | 2012-08-25 23:00:00,3,0,0,2,25.42,28.79,83,16.9979
5286 | 2012-08-26 00:00:00,3,0,0,1,26.24,28.79,89,16.9979
5287 | 2012-08-26 01:00:00,3,0,0,1,26.24,28.79,89,12.998
5288 | 2012-08-26 02:00:00,3,0,0,2,26.24,28.79,89,15.0013
5289 | 2012-08-26 03:00:00,3,0,0,2,26.24,28.79,89,16.9979
5290 | 2012-08-26 04:00:00,3,0,0,2,26.24,28.79,89,12.998
5291 | 2012-08-26 05:00:00,3,0,0,1,26.24,28.79,89,12.998
5292 | 2012-08-26 06:00:00,3,0,0,1,25.42,28.03,88,19.9995
5293 | 2012-08-26 07:00:00,3,0,0,1,26.24,28.79,89,12.998
5294 | 2012-08-26 08:00:00,3,0,0,1,27.88,31.82,79,19.0012
5295 | 2012-08-26 09:00:00,3,0,0,1,27.88,31.82,79,16.9979
5296 | 2012-08-26 10:00:00,3,0,0,1,30.34,34.85,66,26.0027
5297 | 2012-08-26 11:00:00,3,0,0,1,30.34,34.85,66,23.9994
5298 | 2012-08-26 12:00:00,3,0,0,3,29.52,34.85,74,23.9994
5299 | 2012-08-26 13:00:00,3,0,0,3,27.06,30.305,78,27.9993
5300 | 2012-08-26 14:00:00,3,0,0,1,26.24,28.79,89,7.0015
5301 | 2012-08-26 15:00:00,3,0,0,3,26.24,28.79,89,19.0012
5302 | 2012-08-26 16:00:00,3,0,0,3,26.24,28.79,89,19.0012
5303 | 2012-08-26 17:00:00,3,0,0,1,26.24,28.79,89,15.0013
5304 | 2012-08-26 18:00:00,3,0,0,2,26.24,28.79,89,6.0032
5305 | 2012-08-26 19:00:00,3,0,0,2,26.24,28.79,89,11.0014
5306 | 2012-08-26 20:00:00,3,0,0,1,26.24,28.79,89,11.0014
5307 | 2012-08-26 21:00:00,3,0,0,1,26.24,28.79,83,8.9981
5308 | 2012-08-26 22:00:00,3,0,0,1,25.42,28.03,88,6.0032
5309 | 2012-08-26 23:00:00,3,0,0,1,25.42,28.79,83,6.0032
5310 | 2012-08-27 00:00:00,3,0,1,1,25.42,28.79,83,0
5311 | 2012-08-27 01:00:00,3,0,1,1,25.42,28.03,88,6.0032
5312 | 2012-08-27 02:00:00,3,0,1,1,25.42,28.03,88,8.9981
5313 | 2012-08-27 03:00:00,3,0,1,1,25.42,28.03,88,6.0032
5314 | 2012-08-27 04:00:00,3,0,1,1,25.42,28.79,83,0
5315 | 2012-08-27 05:00:00,3,0,1,1,25.42,28.03,88,0
5316 | 2012-08-27 06:00:00,3,0,1,1,25.42,28.03,88,0
5317 | 2012-08-27 07:00:00,3,0,1,1,27.06,30.305,83,0
5318 | 2012-08-27 08:00:00,3,0,1,1,27.06,30.305,83,6.0032
5319 | 2012-08-27 09:00:00,3,0,1,1,27.06,30.305,83,7.0015
5320 | 2012-08-27 10:00:00,3,0,1,1,29.52,34.85,74,8.9981
5321 | 2012-08-27 11:00:00,3,0,1,1,30.34,34.85,66,12.998
5322 | 2012-08-27 12:00:00,3,0,1,1,31.16,35.605,62,0
5323 | 2012-08-27 13:00:00,3,0,1,1,31.16,35.605,57,11.0014
5324 | 2012-08-27 14:00:00,3,0,1,1,32.8,37.12,49,6.0032
5325 | 2012-08-27 15:00:00,3,0,1,1,32.8,37.88,55,19.9995
5326 | 2012-08-27 16:00:00,3,0,1,1,32.8,37.88,55,16.9979
5327 | 2012-08-27 17:00:00,3,0,1,1,32.8,36.365,46,15.0013
5328 | 2012-08-27 18:00:00,3,0,1,1,31.98,35.605,52,16.9979
5329 | 2012-08-27 19:00:00,3,0,1,1,30.34,34.85,70,15.0013
5330 | 2012-08-27 20:00:00,3,0,1,1,30.34,34.85,70,12.998
5331 | 2012-08-27 21:00:00,3,0,1,1,29.52,34.85,74,12.998
5332 | 2012-08-27 22:00:00,3,0,1,1,28.7,33.335,84,12.998
5333 | 2012-08-27 23:00:00,3,0,1,1,28.7,33.335,84,11.0014
5334 | 2012-08-28 00:00:00,3,0,1,1,28.7,33.335,84,16.9979
5335 | 2012-08-28 01:00:00,3,0,1,1,27.88,31.82,89,12.998
5336 | 2012-08-28 02:00:00,3,0,1,1,27.88,31.82,83,16.9979
5337 | 2012-08-28 03:00:00,3,0,1,1,27.06,29.545,89,8.9981
5338 | 2012-08-28 04:00:00,3,0,1,1,27.06,30.305,83,8.9981
5339 | 2012-08-28 05:00:00,3,0,1,2,27.06,30.305,83,6.0032
5340 | 2012-08-28 06:00:00,3,0,1,2,27.06,29.545,89,7.0015
5341 | 2012-08-28 07:00:00,3,0,1,2,27.06,30.305,83,7.0015
5342 | 2012-08-28 08:00:00,3,0,1,2,27.06,31.06,85,7.0015
5343 | 2012-08-28 09:00:00,3,0,1,2,28.7,33.335,79,11.0014
5344 | 2012-08-28 10:00:00,3,0,1,1,30.34,34.09,62,16.9979
5345 | 2012-08-28 11:00:00,3,0,1,1,31.98,36.365,55,16.9979
5346 | 2012-08-28 12:00:00,3,0,1,1,32.8,37.12,49,19.0012
5347 | 2012-08-28 13:00:00,3,0,1,1,33.62,37.12,43,19.9995
5348 | 2012-08-28 14:00:00,3,0,1,1,34.44,37.12,38,22.0028
5349 | 2012-08-28 15:00:00,3,0,1,1,33.62,36.365,34,19.9995
5350 | 2012-08-28 16:00:00,3,0,1,1,33.62,35.605,33,22.0028
5351 | 2012-08-28 17:00:00,3,0,1,1,32.8,34.85,35,26.0027
5352 | 2012-08-28 18:00:00,3,0,1,1,31.98,34.85,40,16.9979
5353 | 2012-08-28 19:00:00,3,0,1,1,30.34,33.335,45,11.0014
5354 | 2012-08-28 20:00:00,3,0,1,1,29.52,33.335,48,7.0015
5355 | 2012-08-28 21:00:00,3,0,1,1,29.52,33.335,48,6.0032
5356 | 2012-08-28 22:00:00,3,0,1,1,28.7,32.575,54,0
5357 | 2012-08-28 23:00:00,3,0,1,1,27.88,31.82,57,0
5358 | 2012-08-29 00:00:00,3,0,1,1,27.06,31.06,69,0
5359 | 2012-08-29 01:00:00,3,0,1,1,26.24,30.305,69,8.9981
5360 | 2012-08-29 02:00:00,3,0,1,1,25.42,29.545,73,8.9981
5361 | 2012-08-29 03:00:00,3,0,1,1,25.42,29.545,73,7.0015
5362 | 2012-08-29 04:00:00,3,0,1,1,24.6,29.545,73,15.0013
5363 | 2012-08-29 05:00:00,3,0,1,1,24.6,29.545,73,12.998
5364 | 2012-08-29 06:00:00,3,0,1,1,24.6,29.545,73,12.998
5365 | 2012-08-29 07:00:00,3,0,1,1,26.24,30.305,65,6.0032
5366 | 2012-08-29 08:00:00,3,0,1,1,27.06,31.06,61,11.0014
5367 | 2012-08-29 09:00:00,3,0,1,1,28.7,32.575,51,12.998
5368 | 2012-08-29 10:00:00,3,0,1,1,29.52,33.335,48,11.0014
5369 | 2012-08-29 11:00:00,3,0,1,1,29.52,32.575,45,0
5370 | 2012-08-29 12:00:00,3,0,1,1,31.16,34.09,40,0
5371 | 2012-08-29 13:00:00,3,0,1,1,30.34,33.335,42,0
5372 | 2012-08-29 14:00:00,3,0,1,1,31.16,34.09,40,6.0032
5373 | 2012-08-29 15:00:00,3,0,1,1,31.16,34.09,40,12.998
5374 | 2012-08-29 16:00:00,3,0,1,1,31.16,33.335,37,8.9981
5375 | 2012-08-29 17:00:00,3,0,1,1,31.98,34.09,35,15.0013
5376 | 2012-08-29 18:00:00,3,0,1,1,30.34,33.335,42,11.0014
5377 | 2012-08-29 19:00:00,3,0,1,1,28.7,32.575,54,12.998
5378 | 2012-08-29 20:00:00,3,0,1,1,27.88,31.82,57,0
5379 | 2012-08-29 21:00:00,3,0,1,1,27.06,31.06,54,7.0015
5380 | 2012-08-29 22:00:00,3,0,1,1,27.06,31.06,54,0
5381 | 2012-08-29 23:00:00,3,0,1,1,27.06,31.06,57,0
5382 | 2012-08-30 00:00:00,3,0,1,1,26.24,30.305,69,0
5383 | 2012-08-30 01:00:00,3,0,1,1,26.24,30.305,65,0
5384 | 2012-08-30 02:00:00,3,0,1,1,25.42,29.545,73,0
5385 | 2012-08-30 03:00:00,3,0,1,1,25.42,29.545,73,0
5386 | 2012-08-30 04:00:00,3,0,1,1,25.42,29.545,73,0
5387 | 2012-08-30 05:00:00,3,0,1,1,25.42,29.545,73,0
5388 | 2012-08-30 06:00:00,3,0,1,1,24.6,28.03,83,11.0014
5389 | 2012-08-30 07:00:00,3,0,1,1,26.24,30.305,73,0
5390 | 2012-08-30 08:00:00,3,0,1,1,27.06,31.06,65,0
5391 | 2012-08-30 09:00:00,3,0,1,1,28.7,32.575,58,0
5392 | 2012-08-30 10:00:00,3,0,1,1,29.52,33.335,54,0
5393 | 2012-08-30 11:00:00,3,0,1,1,31.16,34.09,40,6.0032
5394 | 2012-08-30 12:00:00,3,0,1,1,31.16,34.09,45,8.9981
5395 | 2012-08-30 13:00:00,3,0,1,1,31.16,34.09,48,7.0015
5396 | 2012-08-30 14:00:00,3,0,1,1,31.16,34.09,48,8.9981
5397 | 2012-08-30 15:00:00,3,0,1,1,32.8,36.365,46,11.0014
5398 | 2012-08-30 16:00:00,3,0,1,1,32.8,36.365,43,11.0014
5399 | 2012-08-30 17:00:00,3,0,1,1,33.62,36.365,34,15.0013
5400 | 2012-08-30 18:00:00,3,0,1,1,32.8,35.605,38,8.9981
5401 | 2012-08-30 19:00:00,3,0,1,1,31.16,34.09,48,8.9981
5402 | 2012-08-30 20:00:00,3,0,1,1,30.34,34.09,58,11.0014
5403 | 2012-08-30 21:00:00,3,0,1,1,29.52,34.09,66,8.9981
5404 | 2012-08-30 22:00:00,3,0,1,1,28.7,32.575,70,0
5405 | 2012-08-30 23:00:00,3,0,1,1,28.7,33.335,74,7.0015
5406 | 2012-08-31 00:00:00,3,0,1,1,27.88,31.82,83,11.0014
5407 | 2012-08-31 01:00:00,3,0,1,1,27.88,31.82,83,11.0014
5408 | 2012-08-31 02:00:00,3,0,1,1,27.06,29.545,89,8.9981
5409 | 2012-08-31 03:00:00,3,0,1,1,27.06,29.545,89,7.0015
5410 | 2012-08-31 04:00:00,3,0,1,1,26.24,28.79,89,8.9981
5411 | 2012-08-31 05:00:00,3,0,1,1,26.24,28.79,89,11.0014
5412 | 2012-08-31 06:00:00,3,0,1,2,26.24,28.79,89,11.0014
5413 | 2012-08-31 07:00:00,3,0,1,2,26.24,28.79,89,6.0032
5414 | 2012-08-31 08:00:00,3,0,1,2,28.7,33.335,74,0
5415 | 2012-08-31 09:00:00,3,0,1,1,30.34,34.85,70,0
5416 | 2012-08-31 10:00:00,3,0,1,1,31.16,35.605,62,6.0032
5417 | 2012-08-31 11:00:00,3,0,1,1,35.26,37.12,28,19.9995
5418 | 2012-08-31 12:00:00,3,0,1,1,35.26,37.12,26,16.9979
5419 | 2012-08-31 13:00:00,3,0,1,1,36.08,37.88,27,22.0028
5420 | 2012-08-31 14:00:00,3,0,1,1,36.9,38.635,25,15.0013
5421 | 2012-08-31 15:00:00,3,0,1,1,36.9,39.395,27,19.9995
5422 | 2012-08-31 16:00:00,3,0,1,1,36.9,39.395,27,16.9979
5423 | 2012-08-31 17:00:00,3,0,1,1,36.08,38.635,32,11.0014
5424 | 2012-08-31 18:00:00,3,0,1,1,35.26,37.88,36,16.9979
5425 | 2012-08-31 19:00:00,3,0,1,1,32.8,37.12,49,8.9981
5426 | 2012-08-31 20:00:00,3,0,1,1,32.8,37.12,49,8.9981
5427 | 2012-08-31 21:00:00,3,0,1,1,31.16,35.605,58,12.998
5428 | 2012-08-31 22:00:00,3,0,1,1,31.16,35.605,58,12.998
5429 | 2012-08-31 23:00:00,3,0,1,1,30.34,34.09,62,7.0015
5430 | 2012-09-20 00:00:00,3,0,1,1,20.5,24.24,63,0
5431 | 2012-09-20 01:00:00,3,0,1,1,18.86,22.725,72,7.0015
5432 | 2012-09-20 02:00:00,3,0,1,1,18.86,22.725,72,6.0032
5433 | 2012-09-20 03:00:00,3,0,1,1,18.04,21.97,77,0
5434 | 2012-09-20 04:00:00,3,0,1,1,18.04,21.97,77,7.0015
5435 | 2012-09-20 05:00:00,3,0,1,1,18.04,21.97,77,7.0015
5436 | 2012-09-20 06:00:00,3,0,1,1,18.04,21.97,77,0
5437 | 2012-09-20 07:00:00,3,0,1,1,18.86,22.725,82,7.0015
5438 | 2012-09-20 08:00:00,3,0,1,1,20.5,24.24,68,6.0032
5439 | 2012-09-20 09:00:00,3,0,1,1,22.96,26.515,60,6.0032
5440 | 2012-09-20 10:00:00,3,0,1,1,23.78,27.275,53,6.0032
5441 | 2012-09-20 11:00:00,3,0,1,1,25.42,31.06,43,0
5442 | 2012-09-20 12:00:00,3,0,1,1,25.42,31.06,43,8.9981
5443 | 2012-09-20 13:00:00,3,0,1,1,26.24,31.06,44,8.9981
5444 | 2012-09-20 14:00:00,3,0,1,1,26.24,31.06,47,12.998
5445 | 2012-09-20 15:00:00,3,0,1,1,27.06,31.06,47,12.998
5446 | 2012-09-20 16:00:00,3,0,1,1,26.24,31.06,47,11.0014
5447 | 2012-09-20 17:00:00,3,0,1,1,26.24,31.06,50,15.0013
5448 | 2012-09-20 18:00:00,3,0,1,1,24.6,31.06,56,16.9979
5449 | 2012-09-20 19:00:00,3,0,1,1,23.78,27.275,60,15.0013
5450 | 2012-09-20 20:00:00,3,0,1,1,22.96,26.515,64,8.9981
5451 | 2012-09-20 21:00:00,3,0,1,1,22.96,26.515,64,12.998
5452 | 2012-09-20 22:00:00,3,0,1,1,22.14,25.76,73,7.0015
5453 | 2012-09-20 23:00:00,3,0,1,1,22.14,25.76,68,7.0015
5454 | 2012-09-21 00:00:00,3,0,1,1,22.14,25.76,68,0
5455 | 2012-09-21 01:00:00,3,0,1,1,21.32,25,72,0
5456 | 2012-09-21 02:00:00,3,0,1,1,21.32,25,72,0
5457 | 2012-09-21 03:00:00,3,0,1,1,20.5,24.24,77,6.0032
5458 | 2012-09-21 04:00:00,3,0,1,1,20.5,24.24,77,0
5459 | 2012-09-21 05:00:00,3,0,1,1,20.5,24.24,82,0
5460 | 2012-09-21 06:00:00,3,0,1,1,20.5,24.24,77,6.0032
5461 | 2012-09-21 07:00:00,3,0,1,1,21.32,25,77,0
5462 | 2012-09-21 08:00:00,3,0,1,1,22.14,25.76,73,8.9981
5463 | 2012-09-21 09:00:00,3,0,1,1,23.78,27.275,68,8.9981
5464 | 2012-09-21 10:00:00,3,0,1,1,25.42,30.305,61,15.0013
5465 | 2012-09-21 11:00:00,3,0,1,1,27.06,31.06,57,15.0013
5466 | 2012-09-21 12:00:00,3,0,1,1,27.88,31.82,57,11.0014
5467 | 2012-09-21 13:00:00,3,0,1,1,28.7,32.575,54,11.0014
5468 | 2012-09-21 14:00:00,3,0,1,1,28.7,32.575,54,19.9995
5469 | 2012-09-21 15:00:00,3,0,1,1,28.7,32.575,54,15.0013
5470 | 2012-09-21 16:00:00,3,0,1,1,28.7,32.575,54,12.998
5471 | 2012-09-21 17:00:00,3,0,1,1,27.88,31.82,57,19.0012
5472 | 2012-09-21 18:00:00,3,0,1,1,27.06,31.06,61,16.9979
5473 | 2012-09-21 19:00:00,3,0,1,1,26.24,30.305,65,16.9979
5474 | 2012-09-21 20:00:00,3,0,1,1,25.42,30.305,69,12.998
5475 | 2012-09-21 21:00:00,3,0,1,1,24.6,29.545,73,16.9979
5476 | 2012-09-21 22:00:00,3,0,1,1,24.6,29.545,73,12.998
5477 | 2012-09-21 23:00:00,3,0,1,1,24.6,29.545,73,22.0028
5478 | 2012-09-22 00:00:00,3,0,0,1,24.6,29.545,73,19.0012
5479 | 2012-09-22 01:00:00,3,0,0,1,23.78,27.275,83,19.9995
5480 | 2012-09-22 02:00:00,3,0,0,1,22.96,26.515,88,16.9979
5481 | 2012-09-22 03:00:00,3,0,0,1,22.96,26.515,83,19.0012
5482 | 2012-09-22 04:00:00,3,0,0,1,22.96,26.515,83,19.0012
5483 | 2012-09-22 05:00:00,3,0,0,1,22.96,26.515,83,22.0028
5484 | 2012-09-22 06:00:00,3,0,0,1,22.96,26.515,83,19.9995
5485 | 2012-09-22 07:00:00,3,0,0,1,23.78,27.275,78,16.9979
5486 | 2012-09-22 08:00:00,3,0,0,1,24.6,29.545,73,19.9995
5487 | 2012-09-22 09:00:00,3,0,0,1,26.24,30.305,69,16.9979
5488 | 2012-09-22 10:00:00,3,0,0,1,27.06,31.06,65,22.0028
5489 | 2012-09-22 11:00:00,3,0,0,1,28.7,32.575,58,19.0012
5490 | 2012-09-22 12:00:00,3,0,0,1,29.52,33.335,54,19.9995
5491 | 2012-09-22 13:00:00,3,0,0,1,30.34,33.335,51,23.9994
5492 | 2012-09-22 14:00:00,3,0,0,1,31.16,34.09,48,19.0012
5493 | 2012-09-22 15:00:00,3,0,0,1,30.34,33.335,48,26.0027
5494 | 2012-09-22 16:00:00,3,0,0,1,30.34,33.335,51,22.0028
5495 | 2012-09-22 17:00:00,3,0,0,1,30.34,33.335,51,22.0028
5496 | 2012-09-22 18:00:00,3,0,0,1,29.52,33.335,54,19.0012
5497 | 2012-09-22 19:00:00,3,0,0,1,28.7,32.575,58,12.998
5498 | 2012-09-22 20:00:00,3,0,0,1,28.7,32.575,54,16.9979
5499 | 2012-09-22 21:00:00,3,0,0,1,26.24,31.06,57,16.9979
5500 | 2012-09-22 22:00:00,3,0,0,1,25.42,31.06,57,12.998
5501 | 2012-09-22 23:00:00,3,0,0,1,25.42,31.06,50,12.998
5502 | 2012-09-23 00:00:00,4,0,0,1,25.42,31.06,38,16.9979
5503 | 2012-09-23 01:00:00,4,0,0,1,22.14,25.76,52,23.9994
5504 | 2012-09-23 02:00:00,4,0,0,1,21.32,25,48,16.9979
5505 | 2012-09-23 03:00:00,4,0,0,1,19.68,23.485,55,19.9995
5506 | 2012-09-23 04:00:00,4,0,0,1,18.86,22.725,55,15.0013
5507 | 2012-09-23 05:00:00,4,0,0,1,18.86,22.725,59,16.9979
5508 | 2012-09-23 06:00:00,4,0,0,1,18.04,21.97,62,16.9979
5509 | 2012-09-23 07:00:00,4,0,0,1,18.86,22.725,59,15.0013
5510 | 2012-09-23 08:00:00,4,0,0,1,19.68,23.485,55,23.9994
5511 | 2012-09-23 09:00:00,4,0,0,1,20.5,24.24,51,22.0028
5512 | 2012-09-23 10:00:00,4,0,0,1,22.14,25.76,45,16.9979
5513 | 2012-09-23 11:00:00,4,0,0,1,22.96,26.515,46,16.9979
5514 | 2012-09-23 12:00:00,4,0,0,1,22.96,26.515,43,7.0015
5515 | 2012-09-23 13:00:00,4,0,0,1,24.6,31.06,38,11.0014
5516 | 2012-09-23 14:00:00,4,0,0,1,24.6,31.06,38,12.998
5517 | 2012-09-23 15:00:00,4,0,0,1,24.6,31.06,33,15.0013
5518 | 2012-09-23 16:00:00,4,0,0,1,24.6,31.06,33,22.0028
5519 | 2012-09-23 17:00:00,4,0,0,1,22.96,26.515,35,19.9995
5520 | 2012-09-23 18:00:00,4,0,0,1,22.14,25.76,37,12.998
5521 | 2012-09-23 19:00:00,4,0,0,1,21.32,25,42,11.0014
5522 | 2012-09-23 20:00:00,4,0,0,1,21.32,25,42,11.0014
5523 | 2012-09-23 21:00:00,4,0,0,2,21.32,25,48,7.0015
5524 | 2012-09-23 22:00:00,4,0,0,1,21.32,25,48,0
5525 | 2012-09-23 23:00:00,4,0,0,2,20.5,24.24,59,7.0015
5526 | 2012-09-24 00:00:00,4,0,1,1,18.86,22.725,63,12.998
5527 | 2012-09-24 01:00:00,4,0,1,1,18.86,22.725,67,8.9981
5528 | 2012-09-24 02:00:00,4,0,1,2,18.86,22.725,63,8.9981
5529 | 2012-09-24 03:00:00,4,0,1,1,18.86,22.725,63,11.0014
5530 | 2012-09-24 04:00:00,4,0,1,1,18.04,21.97,67,7.0015
5531 | 2012-09-24 05:00:00,4,0,1,1,18.86,22.725,63,0
5532 | 2012-09-24 06:00:00,4,0,1,1,18.86,22.725,59,0
5533 | 2012-09-24 07:00:00,4,0,1,1,18.86,22.725,67,8.9981
5534 | 2012-09-24 08:00:00,4,0,1,1,20.5,24.24,55,12.998
5535 | 2012-09-24 09:00:00,4,0,1,1,21.32,25,52,12.998
5536 | 2012-09-24 10:00:00,4,0,1,1,22.14,25.76,49,15.0013
5537 | 2012-09-24 11:00:00,4,0,1,1,22.96,26.515,37,12.998
5538 | 2012-09-24 12:00:00,4,0,1,1,22.96,26.515,35,19.9995
5539 | 2012-09-24 13:00:00,4,0,1,1,24.6,31.06,31,19.9995
5540 | 2012-09-24 14:00:00,4,0,1,1,24.6,30.305,28,0
5541 | 2012-09-24 15:00:00,4,0,1,1,24.6,31.06,31,0
5542 | 2012-09-24 16:00:00,4,0,1,1,23.78,27.275,30,16.9979
5543 | 2012-09-24 17:00:00,4,0,1,1,23.78,27.275,30,0
5544 | 2012-09-24 18:00:00,4,0,1,1,22.14,25.76,37,11.0014
5545 | 2012-09-24 19:00:00,4,0,1,1,21.32,25,39,8.9981
5546 | 2012-09-24 20:00:00,4,0,1,1,21.32,25,52,7.0015
5547 | 2012-09-24 21:00:00,4,0,1,1,20.5,24.24,51,8.9981
5548 | 2012-09-24 22:00:00,4,0,1,1,20.5,24.24,51,15.0013
5549 | 2012-09-24 23:00:00,4,0,1,1,18.86,22.725,63,8.9981
5550 | 2012-09-25 00:00:00,4,0,1,1,18.86,22.725,67,11.0014
5551 | 2012-09-25 01:00:00,4,0,1,1,18.04,21.97,72,8.9981
5552 | 2012-09-25 02:00:00,4,0,1,1,17.22,21.21,77,8.9981
5553 | 2012-09-25 03:00:00,4,0,1,1,17.22,21.21,71,6.0032
5554 | 2012-09-25 04:00:00,4,0,1,1,17.22,21.21,71,8.9981
5555 | 2012-09-25 05:00:00,4,0,1,1,17.22,21.21,77,6.0032
5556 | 2012-09-25 06:00:00,4,0,1,1,18.04,21.97,77,15.0013
5557 | 2012-09-25 07:00:00,4,0,1,1,18.04,21.97,77,12.998
5558 | 2012-09-25 08:00:00,4,0,1,1,19.68,23.485,67,12.998
5559 | 2012-09-25 09:00:00,4,0,1,1,22.14,25.76,56,16.9979
5560 | 2012-09-25 10:00:00,4,0,1,1,22.96,26.515,52,19.9995
5561 | 2012-09-25 11:00:00,4,0,1,1,24.6,31.06,46,19.9995
5562 | 2012-09-25 12:00:00,4,0,1,1,25.42,31.06,43,19.0012
5563 | 2012-09-25 13:00:00,4,0,1,1,26.24,31.06,47,16.9979
5564 | 2012-09-25 14:00:00,4,0,1,1,27.06,31.06,39,22.0028
5565 | 2012-09-25 15:00:00,4,0,1,1,27.06,31.06,36,22.0028
5566 | 2012-09-25 16:00:00,4,0,1,1,27.06,31.06,39,19.9995
5567 | 2012-09-25 17:00:00,4,0,1,1,27.06,31.06,39,19.0012
5568 | 2012-09-25 18:00:00,4,0,1,1,26.24,31.06,41,15.0013
5569 | 2012-09-25 19:00:00,4,0,1,1,25.42,31.06,50,16.9979
5570 | 2012-09-25 20:00:00,4,0,1,1,24.6,31.06,56,19.9995
5571 | 2012-09-25 21:00:00,4,0,1,1,24.6,31.06,56,19.9995
5572 | 2012-09-25 22:00:00,4,0,1,1,24.6,31.06,56,19.0012
5573 | 2012-09-25 23:00:00,4,0,1,1,24.6,31.06,56,22.0028
5574 | 2012-09-26 00:00:00,4,0,1,1,23.78,27.275,64,19.9995
5575 | 2012-09-26 01:00:00,4,0,1,1,23.78,27.275,64,22.0028
5576 | 2012-09-26 02:00:00,4,0,1,2,23.78,27.275,64,19.0012
5577 | 2012-09-26 03:00:00,4,0,1,2,23.78,27.275,64,19.0012
5578 | 2012-09-26 04:00:00,4,0,1,1,22.96,26.515,73,16.9979
5579 | 2012-09-26 05:00:00,4,0,1,1,22.96,26.515,73,15.0013
5580 | 2012-09-26 06:00:00,4,0,1,1,22.14,25.76,73,12.998
5581 | 2012-09-26 07:00:00,4,0,1,1,22.14,25.76,77,8.9981
5582 | 2012-09-26 08:00:00,4,0,1,1,22.96,26.515,73,19.9995
5583 | 2012-09-26 09:00:00,4,0,1,1,24.6,30.305,64,12.998
5584 | 2012-09-26 10:00:00,4,0,1,1,24.6,29.545,73,19.0012
5585 | 2012-09-26 11:00:00,4,0,1,1,26.24,31.06,61,16.9979
5586 | 2012-09-26 12:00:00,4,0,1,1,27.88,31.82,61,15.0013
5587 | 2012-09-26 13:00:00,4,0,1,1,28.7,32.575,58,15.0013
5588 | 2012-09-26 14:00:00,4,0,1,1,30.34,33.335,48,19.0012
5589 | 2012-09-26 15:00:00,4,0,1,1,30.34,33.335,48,19.9995
5590 | 2012-09-26 16:00:00,4,0,1,1,30.34,33.335,45,19.0012
5591 | 2012-09-26 17:00:00,4,0,1,1,30.34,33.335,48,19.9995
5592 | 2012-09-26 18:00:00,4,0,1,1,30.34,33.335,48,15.0013
5593 | 2012-09-26 19:00:00,4,0,1,1,28.7,32.575,54,11.0014
5594 | 2012-09-26 20:00:00,4,0,1,1,27.06,31.06,69,12.998
5595 | 2012-09-26 21:00:00,4,0,1,1,27.06,31.06,65,12.998
5596 | 2012-09-26 22:00:00,4,0,1,3,25.42,30.305,69,12.998
5597 | 2012-09-26 23:00:00,4,0,1,2,24.6,28.79,78,16.9979
5598 | 2012-09-27 00:00:00,4,0,1,1,24.6,28.79,78,6.0032
5599 | 2012-09-27 01:00:00,4,0,1,1,24.6,28.79,78,6.0032
5600 | 2012-09-27 02:00:00,4,0,1,1,24.6,28.79,78,6.0032
5601 | 2012-09-27 03:00:00,4,0,1,1,24.6,28.79,78,0
5602 | 2012-09-27 04:00:00,4,0,1,1,22.96,26.515,94,8.9981
5603 | 2012-09-27 05:00:00,4,0,1,1,23.78,27.275,83,0
5604 | 2012-09-27 06:00:00,4,0,1,1,22.96,26.515,88,6.0032
5605 | 2012-09-27 07:00:00,4,0,1,1,24.6,28.79,78,0
5606 | 2012-09-27 08:00:00,4,0,1,1,25.42,30.305,71,6.0032
5607 | 2012-09-27 09:00:00,4,0,1,1,27.06,31.06,65,0
5608 | 2012-09-27 10:00:00,4,0,1,2,28.7,32.575,51,19.0012
5609 | 2012-09-27 11:00:00,4,0,1,2,29.52,33.335,51,11.0014
5610 | 2012-09-27 12:00:00,4,0,1,2,30.34,33.335,48,8.9981
5611 | 2012-09-27 13:00:00,4,0,1,2,30.34,33.335,48,0
5612 | 2012-09-27 14:00:00,4,0,1,2,31.16,34.09,45,6.0032
5613 | 2012-09-27 15:00:00,4,0,1,2,31.16,34.09,45,0
5614 | 2012-09-27 16:00:00,4,0,1,2,29.52,33.335,58,22.0028
5615 | 2012-09-27 17:00:00,4,0,1,2,27.06,31.06,69,19.9995
5616 | 2012-09-27 18:00:00,4,0,1,2,27.06,31.06,69,15.0013
5617 | 2012-09-27 19:00:00,4,0,1,1,27.06,31.06,65,8.9981
5618 | 2012-09-27 20:00:00,4,0,1,2,26.24,30.305,69,15.0013
5619 | 2012-09-27 21:00:00,4,0,1,3,25.42,28.79,83,19.9995
5620 | 2012-09-27 22:00:00,4,0,1,3,25.42,28.79,83,19.9995
5621 | 2012-09-27 23:00:00,4,0,1,3,25.42,28.79,83,11.0014
5622 | 2012-09-28 00:00:00,4,0,1,3,24.6,27.275,88,11.0014
5623 | 2012-09-28 01:00:00,4,0,1,3,24.6,27.275,88,0
5624 | 2012-09-28 02:00:00,4,0,1,3,24.6,27.275,88,19.9995
5625 | 2012-09-28 03:00:00,4,0,1,2,24.6,28.03,83,8.9981
5626 | 2012-09-28 04:00:00,4,0,1,3,22.96,26.515,88,7.0015
5627 | 2012-09-28 05:00:00,4,0,1,1,22.96,26.515,88,0
5628 | 2012-09-28 06:00:00,4,0,1,2,22.96,26.515,94,6.0032
5629 | 2012-09-28 07:00:00,4,0,1,2,22.96,26.515,94,0
5630 | 2012-09-28 08:00:00,4,0,1,1,24.6,28.03,83,6.0032
5631 | 2012-09-28 09:00:00,4,0,1,2,25.42,28.79,83,7.0015
5632 | 2012-09-28 10:00:00,4,0,1,2,26.24,29.545,78,8.9981
5633 | 2012-09-28 11:00:00,4,0,1,2,27.06,31.06,69,0
5634 | 2012-09-28 12:00:00,4,0,1,2,28.7,32.575,54,16.9979
5635 | 2012-09-28 13:00:00,4,0,1,2,28.7,32.575,51,16.9979
5636 | 2012-09-28 14:00:00,4,0,1,2,28.7,32.575,54,16.9979
5637 | 2012-09-28 15:00:00,4,0,1,2,27.88,31.82,54,19.0012
5638 | 2012-09-28 16:00:00,4,0,1,2,27.06,31.06,50,15.0013
5639 | 2012-09-28 17:00:00,4,0,1,2,27.06,31.06,54,19.9995
5640 | 2012-09-28 18:00:00,4,0,1,2,26.24,31.06,50,15.0013
5641 | 2012-09-28 19:00:00,4,0,1,3,25.42,31.06,50,16.9979
5642 | 2012-09-28 20:00:00,4,0,1,3,24.6,31.06,53,11.0014
5643 | 2012-09-28 21:00:00,4,0,1,3,24.6,31.06,53,12.998
5644 | 2012-09-28 22:00:00,4,0,1,2,23.78,27.275,53,15.0013
5645 | 2012-09-28 23:00:00,4,0,1,2,22.96,26.515,56,12.998
5646 | 2012-09-29 00:00:00,4,0,0,1,22.14,25.76,60,15.0013
5647 | 2012-09-29 01:00:00,4,0,0,1,22.14,25.76,60,15.0013
5648 | 2012-09-29 02:00:00,4,0,0,2,22.14,25.76,56,15.0013
5649 | 2012-09-29 03:00:00,4,0,0,2,21.32,25,59,12.998
5650 | 2012-09-29 04:00:00,4,0,0,1,21.32,25,59,16.9979
5651 | 2012-09-29 05:00:00,4,0,0,1,20.5,24.24,63,12.998
5652 | 2012-09-29 06:00:00,4,0,0,1,20.5,24.24,63,16.9979
5653 | 2012-09-29 07:00:00,4,0,0,1,19.68,23.485,67,19.0012
5654 | 2012-09-29 08:00:00,4,0,0,1,20.5,24.24,68,19.0012
5655 | 2012-09-29 09:00:00,4,0,0,1,20.5,24.24,63,12.998
5656 | 2012-09-29 10:00:00,4,0,0,1,22.14,25.76,56,16.9979
5657 | 2012-09-29 11:00:00,4,0,0,1,22.96,26.515,52,19.0012
5658 | 2012-09-29 12:00:00,4,0,0,1,25.42,31.06,41,19.9995
5659 | 2012-09-29 13:00:00,4,0,0,1,25.42,31.06,41,19.9995
5660 | 2012-09-29 14:00:00,4,0,0,1,24.6,31.06,40,16.9979
5661 | 2012-09-29 15:00:00,4,0,0,1,24.6,31.06,43,16.9979
5662 | 2012-09-29 16:00:00,4,0,0,1,25.42,31.06,41,16.9979
5663 | 2012-09-29 17:00:00,4,0,0,1,24.6,31.06,38,23.9994
5664 | 2012-09-29 18:00:00,4,0,0,1,22.96,26.515,46,12.998
5665 | 2012-09-29 19:00:00,4,0,0,1,21.32,25,55,11.0014
5666 | 2012-09-29 20:00:00,4,0,0,1,21.32,25,55,12.998
5667 | 2012-09-29 21:00:00,4,0,0,1,21.32,25,55,8.9981
5668 | 2012-09-29 22:00:00,4,0,0,1,20.5,24.24,63,7.0015
5669 | 2012-09-29 23:00:00,4,0,0,1,20.5,24.24,59,6.0032
5670 | 2012-09-30 00:00:00,4,0,0,1,20.5,24.24,59,0
5671 | 2012-09-30 01:00:00,4,0,0,1,20.5,24.24,59,0
5672 | 2012-09-30 02:00:00,4,0,0,1,19.68,23.485,63,0
5673 | 2012-09-30 03:00:00,4,0,0,1,18.86,22.725,67,6.0032
5674 | 2012-09-30 04:00:00,4,0,0,1,18.86,22.725,67,6.0032
5675 | 2012-09-30 05:00:00,4,0,0,1,18.04,21.97,72,0
5676 | 2012-09-30 06:00:00,4,0,0,1,18.04,21.97,72,6.0032
5677 | 2012-09-30 07:00:00,4,0,0,1,18.04,21.97,77,0
5678 | 2012-09-30 08:00:00,4,0,0,1,19.68,23.485,67,7.0015
5679 | 2012-09-30 09:00:00,4,0,0,1,21.32,25,63,7.0015
5680 | 2012-09-30 10:00:00,4,0,0,1,23.78,27.275,46,11.0014
5681 | 2012-09-30 11:00:00,4,0,0,1,24.6,31.06,43,15.0013
5682 | 2012-09-30 12:00:00,4,0,0,1,25.42,31.06,41,19.9995
5683 | 2012-09-30 13:00:00,4,0,0,1,25.42,31.06,41,16.9979
5684 | 2012-09-30 14:00:00,4,0,0,1,25.42,31.06,41,16.9979
5685 | 2012-09-30 15:00:00,4,0,0,1,26.24,31.06,36,16.9979
5686 | 2012-09-30 16:00:00,4,0,0,1,26.24,31.06,36,15.0013
5687 | 2012-09-30 17:00:00,4,0,0,1,25.42,31.06,35,19.0012
5688 | 2012-09-30 18:00:00,4,0,0,1,21.32,25,59,30.0026
5689 | 2012-09-30 19:00:00,4,0,0,3,20.5,24.24,72,8.9981
5690 | 2012-09-30 20:00:00,4,0,0,3,20.5,24.24,72,8.9981
5691 | 2012-09-30 21:00:00,4,0,0,1,20.5,24.24,68,0
5692 | 2012-09-30 22:00:00,4,0,0,1,19.68,23.485,72,0
5693 | 2012-09-30 23:00:00,4,0,0,1,19.68,23.485,72,6.0032
5694 | 2012-10-20 00:00:00,4,0,0,1,18.86,22.725,82,8.9981
5695 | 2012-10-20 01:00:00,4,0,0,1,18.86,22.725,72,8.9981
5696 | 2012-10-20 02:00:00,4,0,0,1,18.04,21.97,77,7.0015
5697 | 2012-10-20 03:00:00,4,0,0,1,17.22,21.21,77,8.9981
5698 | 2012-10-20 04:00:00,4,0,0,1,18.04,21.97,72,0
5699 | 2012-10-20 05:00:00,4,0,0,1,16.4,20.455,82,0
5700 | 2012-10-20 06:00:00,4,0,0,1,17.22,21.21,71,0
5701 | 2012-10-20 07:00:00,4,0,0,1,16.4,20.455,82,0
5702 | 2012-10-20 08:00:00,4,0,0,1,18.86,22.725,67,8.9981
5703 | 2012-10-20 09:00:00,4,0,0,1,20.5,24.24,59,8.9981
5704 | 2012-10-20 10:00:00,4,0,0,1,21.32,25,52,8.9981
5705 | 2012-10-20 11:00:00,4,0,0,1,22.14,25.76,52,15.0013
5706 | 2012-10-20 12:00:00,4,0,0,1,22.96,26.515,46,7.0015
5707 | 2012-10-20 13:00:00,4,0,0,1,22.96,26.515,43,11.0014
5708 | 2012-10-20 14:00:00,4,0,0,1,22.96,26.515,40,0
5709 | 2012-10-20 15:00:00,4,0,0,1,22.96,26.515,43,0
5710 | 2012-10-20 16:00:00,4,0,0,1,22.14,25.76,42,19.0012
5711 | 2012-10-20 17:00:00,4,0,0,1,22.14,25.76,37,15.0013
5712 | 2012-10-20 18:00:00,4,0,0,1,21.32,25,39,15.0013
5713 | 2012-10-20 19:00:00,4,0,0,1,20.5,24.24,45,8.9981
5714 | 2012-10-20 20:00:00,4,0,0,1,20.5,24.24,39,15.0013
5715 | 2012-10-20 21:00:00,4,0,0,1,18.86,22.725,47,15.0013
5716 | 2012-10-20 22:00:00,4,0,0,1,18.04,21.97,51,7.0015
5717 | 2012-10-20 23:00:00,4,0,0,1,17.22,21.21,58,0
5718 | 2012-10-21 00:00:00,4,0,0,1,18.04,21.97,54,11.0014
5719 | 2012-10-21 01:00:00,4,0,0,1,17.22,21.21,58,15.0013
5720 | 2012-10-21 02:00:00,4,0,0,1,16.4,20.455,62,11.0014
5721 | 2012-10-21 03:00:00,4,0,0,1,15.58,19.695,66,6.0032
5722 | 2012-10-21 04:00:00,4,0,0,1,14.76,17.425,71,11.0014
5723 | 2012-10-21 05:00:00,4,0,0,1,15.58,19.695,66,6.0032
5724 | 2012-10-21 06:00:00,4,0,0,1,16.4,20.455,62,0
5725 | 2012-10-21 07:00:00,4,0,0,1,16.4,20.455,62,0
5726 | 2012-10-21 08:00:00,4,0,0,1,17.22,21.21,67,0
5727 | 2012-10-21 09:00:00,4,0,0,1,18.86,22.725,55,11.0014
5728 | 2012-10-21 10:00:00,4,0,0,1,20.5,24.24,48,19.9995
5729 | 2012-10-21 11:00:00,4,0,0,1,21.32,25,44,22.0028
5730 | 2012-10-21 12:00:00,4,0,0,1,22.14,25.76,39,22.0028
5731 | 2012-10-21 13:00:00,4,0,0,1,22.96,26.515,37,16.9979
5732 | 2012-10-21 14:00:00,4,0,0,1,22.96,26.515,35,12.998
5733 | 2012-10-21 15:00:00,4,0,0,1,22.96,26.515,35,22.0028
5734 | 2012-10-21 16:00:00,4,0,0,1,22.14,25.76,37,15.0013
5735 | 2012-10-21 17:00:00,4,0,0,1,21.32,25,39,16.9979
5736 | 2012-10-21 18:00:00,4,0,0,1,21.32,25,39,12.998
5737 | 2012-10-21 19:00:00,4,0,0,1,20.5,24.24,42,11.0014
5738 | 2012-10-21 20:00:00,4,0,0,1,19.68,23.485,44,12.998
5739 | 2012-10-21 21:00:00,4,0,0,1,17.22,21.21,54,11.0014
5740 | 2012-10-21 22:00:00,4,0,0,1,17.22,21.21,54,0
5741 | 2012-10-21 23:00:00,4,0,0,1,18.04,21.97,54,0
5742 | 2012-10-22 00:00:00,4,0,1,1,16.4,20.455,62,0
5743 | 2012-10-22 01:00:00,4,0,1,1,16.4,20.455,71,0
5744 | 2012-10-22 02:00:00,4,0,1,1,15.58,19.695,71,0
5745 | 2012-10-22 03:00:00,4,0,1,1,16.4,20.455,62,0
5746 | 2012-10-22 04:00:00,4,0,1,1,15.58,19.695,66,0
5747 | 2012-10-22 05:00:00,4,0,1,1,15.58,19.695,76,6.0032
5748 | 2012-10-22 06:00:00,4,0,1,1,14.76,18.18,76,6.0032
5749 | 2012-10-22 07:00:00,4,0,1,1,15.58,19.695,66,6.0032
5750 | 2012-10-22 08:00:00,4,0,1,1,18.04,21.97,67,0
5751 | 2012-10-22 09:00:00,4,0,1,1,18.86,22.725,63,6.0032
5752 | 2012-10-22 10:00:00,4,0,1,1,20.5,24.24,55,0
5753 | 2012-10-22 11:00:00,4,0,1,1,22.96,26.515,37,11.0014
5754 | 2012-10-22 12:00:00,4,0,1,1,23.78,27.275,35,0
5755 | 2012-10-22 13:00:00,4,0,1,1,25.42,31.06,29,11.0014
5756 | 2012-10-22 14:00:00,4,0,1,1,25.42,30.305,27,12.998
5757 | 2012-10-22 15:00:00,4,0,1,1,26.24,31.06,29,11.0014
5758 | 2012-10-22 16:00:00,4,0,1,1,25.42,31.06,33,11.0014
5759 | 2012-10-22 17:00:00,4,0,1,1,25.42,31.06,33,7.0015
5760 | 2012-10-22 18:00:00,4,0,1,1,22.14,25.76,64,7.0015
5761 | 2012-10-22 19:00:00,4,0,1,1,21.32,25,52,7.0015
5762 | 2012-10-22 20:00:00,4,0,1,1,20.5,24.24,59,7.0015
5763 | 2012-10-22 21:00:00,4,0,1,1,19.68,23.485,67,6.0032
5764 | 2012-10-22 22:00:00,4,0,1,1,18.86,22.725,82,8.9981
5765 | 2012-10-22 23:00:00,4,0,1,1,18.86,22.725,82,7.0015
5766 | 2012-10-23 00:00:00,4,0,1,1,18.86,22.725,88,11.0014
5767 | 2012-10-23 01:00:00,4,0,1,1,18.86,22.725,77,11.0014
5768 | 2012-10-23 02:00:00,4,0,1,1,18.04,21.97,88,8.9981
5769 | 2012-10-23 03:00:00,4,0,1,1,18.04,21.97,77,8.9981
5770 | 2012-10-23 04:00:00,4,0,1,1,17.22,21.21,77,7.0015
5771 | 2012-10-23 05:00:00,4,0,1,1,18.04,21.97,77,6.0032
5772 | 2012-10-23 06:00:00,4,0,1,1,16.4,20.455,82,6.0032
5773 | 2012-10-23 07:00:00,4,0,1,2,18.04,21.97,77,7.0015
5774 | 2012-10-23 08:00:00,4,0,1,2,18.86,22.725,72,6.0032
5775 | 2012-10-23 09:00:00,4,0,1,2,20.5,24.24,72,7.0015
5776 | 2012-10-23 10:00:00,4,0,1,1,22.14,25.76,60,0
5777 | 2012-10-23 11:00:00,4,0,1,1,24.6,31.06,53,0
5778 | 2012-10-23 12:00:00,4,0,1,2,25.42,31.06,46,6.0032
5779 | 2012-10-23 13:00:00,4,0,1,2,26.24,31.06,44,0
5780 | 2012-10-23 14:00:00,4,0,1,1,27.88,31.82,41,11.0014
5781 | 2012-10-23 15:00:00,4,0,1,1,27.88,31.82,41,15.0013
5782 | 2012-10-23 16:00:00,4,0,1,1,27.88,31.82,44,6.0032
5783 | 2012-10-23 17:00:00,4,0,1,1,27.88,31.82,41,0
5784 | 2012-10-23 18:00:00,4,0,1,1,25.42,31.06,53,6.0032
5785 | 2012-10-23 19:00:00,4,0,1,1,25.42,31.06,57,6.0032
5786 | 2012-10-23 20:00:00,4,0,1,1,23.78,27.275,64,8.9981
5787 | 2012-10-23 21:00:00,4,0,1,1,22.96,26.515,68,0
5788 | 2012-10-23 22:00:00,4,0,1,1,22.96,26.515,68,7.0015
5789 | 2012-10-23 23:00:00,4,0,1,1,22.14,25.76,73,7.0015
5790 | 2012-10-24 00:00:00,4,0,1,1,22.14,25.76,73,6.0032
5791 | 2012-10-24 01:00:00,4,0,1,1,22.14,25.76,68,0
5792 | 2012-10-24 02:00:00,4,0,1,1,22.14,25.76,68,0
5793 | 2012-10-24 03:00:00,4,0,1,1,20.5,24.24,77,6.0032
5794 | 2012-10-24 04:00:00,4,0,1,1,20.5,24.24,77,6.0032
5795 | 2012-10-24 05:00:00,4,0,1,1,20.5,24.24,82,0
5796 | 2012-10-24 06:00:00,4,0,1,1,19.68,23.485,82,7.0015
5797 | 2012-10-24 07:00:00,4,0,1,1,20.5,24.24,88,6.0032
5798 | 2012-10-24 08:00:00,4,0,1,2,21.32,25,83,7.0015
5799 | 2012-10-24 09:00:00,4,0,1,2,21.32,25,77,6.0032
5800 | 2012-10-24 10:00:00,4,0,1,2,22.14,25.76,73,0
5801 | 2012-10-24 11:00:00,4,0,1,1,23.78,27.275,64,0
5802 | 2012-10-24 12:00:00,4,0,1,1,25.42,30.305,61,6.0032
5803 | 2012-10-24 13:00:00,4,0,1,1,27.06,31.06,54,0
5804 | 2012-10-24 14:00:00,4,0,1,1,30.34,32.575,30,16.9979
5805 | 2012-10-24 15:00:00,4,0,1,1,28.7,31.82,39,7.0015
5806 | 2012-10-24 16:00:00,4,0,1,1,30.34,32.575,33,8.9981
5807 | 2012-10-24 17:00:00,4,0,1,1,27.06,31.06,47,0
5808 | 2012-10-24 18:00:00,4,0,1,1,27.06,31.06,44,0
5809 | 2012-10-24 19:00:00,4,0,1,2,26.24,31.06,53,6.0032
5810 | 2012-10-24 20:00:00,4,0,1,2,25.42,30.305,61,6.0032
5811 | 2012-10-24 21:00:00,4,0,1,2,25.42,30.305,61,7.0015
5812 | 2012-10-24 22:00:00,4,0,1,2,24.6,30.305,64,8.9981
5813 | 2012-10-24 23:00:00,4,0,1,2,23.78,27.275,68,6.0032
5814 | 2012-10-25 00:00:00,4,0,1,2,24.6,30.305,64,7.0015
5815 | 2012-10-25 01:00:00,4,0,1,1,23.78,27.275,68,0
5816 | 2012-10-25 02:00:00,4,0,1,1,22.14,25.76,77,0
5817 | 2012-10-25 03:00:00,4,0,1,2,21.32,25,88,8.9981
5818 | 2012-10-25 04:00:00,4,0,1,2,21.32,25,88,7.0015
5819 | 2012-10-25 05:00:00,4,0,1,2,21.32,25,88,11.0014
5820 | 2012-10-25 06:00:00,4,0,1,2,21.32,25,88,12.998
5821 | 2012-10-25 07:00:00,4,0,1,2,21.32,25,88,12.998
5822 | 2012-10-25 08:00:00,4,0,1,2,21.32,25,83,11.0014
5823 | 2012-10-25 09:00:00,4,0,1,2,21.32,25,83,12.998
5824 | 2012-10-25 10:00:00,4,0,1,2,22.14,25.76,83,8.9981
5825 | 2012-10-25 11:00:00,4,0,1,2,22.14,25.76,83,7.0015
5826 | 2012-10-25 12:00:00,4,0,1,2,22.96,26.515,78,7.0015
5827 | 2012-10-25 13:00:00,4,0,1,2,22.96,26.515,78,0
5828 | 2012-10-25 14:00:00,4,0,1,1,24.6,29.545,73,8.9981
5829 | 2012-10-25 15:00:00,4,0,1,1,25.42,30.305,65,8.9981
5830 | 2012-10-25 16:00:00,4,0,1,1,24.6,29.545,69,11.0014
5831 | 2012-10-25 17:00:00,4,0,1,1,24.6,29.545,69,11.0014
5832 | 2012-10-25 18:00:00,4,0,1,1,22.96,26.515,83,7.0015
5833 | 2012-10-25 19:00:00,4,0,1,1,22.14,25.76,83,12.998
5834 | 2012-10-25 20:00:00,4,0,1,2,21.32,25,88,8.9981
5835 | 2012-10-25 21:00:00,4,0,1,2,21.32,25,88,8.9981
5836 | 2012-10-25 22:00:00,4,0,1,2,22.14,25.76,83,6.0032
5837 | 2012-10-25 23:00:00,4,0,1,2,22.14,25.76,83,8.9981
5838 | 2012-10-26 00:00:00,4,0,1,2,22.14,25.76,77,0
5839 | 2012-10-26 01:00:00,4,0,1,2,21.32,25,88,6.0032
5840 | 2012-10-26 02:00:00,4,0,1,2,21.32,25,88,7.0015
5841 | 2012-10-26 03:00:00,4,0,1,2,21.32,25,88,11.0014
5842 | 2012-10-26 04:00:00,4,0,1,2,21.32,25,88,11.0014
5843 | 2012-10-26 05:00:00,4,0,1,2,21.32,25,88,7.0015
5844 | 2012-10-26 06:00:00,4,0,1,2,21.32,25,88,6.0032
5845 | 2012-10-26 07:00:00,4,0,1,2,21.32,25,88,7.0015
5846 | 2012-10-26 08:00:00,4,0,1,2,22.14,25.76,88,8.9981
5847 | 2012-10-26 09:00:00,4,0,1,2,22.14,25.76,88,8.9981
5848 | 2012-10-26 10:00:00,4,0,1,2,22.14,25.76,88,7.0015
5849 | 2012-10-26 11:00:00,4,0,1,2,22.96,26.515,78,11.0014
5850 | 2012-10-26 12:00:00,4,0,1,2,23.78,27.275,73,12.998
5851 | 2012-10-26 13:00:00,4,0,1,2,23.78,27.275,68,8.9981
5852 | 2012-10-26 14:00:00,4,0,1,2,24.6,30.305,64,8.9981
5853 | 2012-10-26 15:00:00,4,0,1,2,25.42,30.305,61,7.0015
5854 | 2012-10-26 16:00:00,4,0,1,2,23.78,27.275,73,11.0014
5855 | 2012-10-26 17:00:00,4,0,1,2,22.96,26.515,76,12.998
5856 | 2012-10-26 18:00:00,4,0,1,2,22.96,26.515,78,8.9981
5857 | 2012-10-26 19:00:00,4,0,1,2,22.14,25.76,83,11.0014
5858 | 2012-10-26 20:00:00,4,0,1,2,22.14,25.76,83,11.0014
5859 | 2012-10-26 21:00:00,4,0,1,2,22.14,25.76,77,8.9981
5860 | 2012-10-26 22:00:00,4,0,1,2,21.32,25,83,8.9981
5861 | 2012-10-26 23:00:00,4,0,1,1,21.32,25,83,11.0014
5862 | 2012-10-27 00:00:00,4,0,0,1,20.5,24.24,88,8.9981
5863 | 2012-10-27 01:00:00,4,0,0,2,20.5,24.24,88,8.9981
5864 | 2012-10-27 02:00:00,4,0,0,2,20.5,24.24,88,12.998
5865 | 2012-10-27 03:00:00,4,0,0,1,20.5,24.24,88,11.0014
5866 | 2012-10-27 04:00:00,4,0,0,2,20.5,24.24,88,11.0014
5867 | 2012-10-27 05:00:00,4,0,0,2,20.5,24.24,82,12.998
5868 | 2012-10-27 06:00:00,4,0,0,2,20.5,24.24,82,12.998
5869 | 2012-10-27 07:00:00,4,0,0,1,19.68,23.485,83,12.998
5870 | 2012-10-27 08:00:00,4,0,0,1,20.5,24.24,77,16.9979
5871 | 2012-10-27 09:00:00,4,0,0,1,20.5,24.24,77,16.9979
5872 | 2012-10-27 10:00:00,4,0,0,1,22.14,25.76,73,19.0012
5873 | 2012-10-27 11:00:00,4,0,0,1,22.96,26.515,64,19.0012
5874 | 2012-10-27 12:00:00,4,0,0,1,24.6,31.06,53,16.9979
5875 | 2012-10-27 13:00:00,4,0,0,1,24.6,31.06,43,16.9979
5876 | 2012-10-27 14:00:00,4,0,0,1,24.6,31.06,46,16.9979
5877 | 2012-10-27 15:00:00,4,0,0,2,22.96,26.515,60,19.0012
5878 | 2012-10-27 16:00:00,4,0,0,2,22.96,26.515,64,19.0012
5879 | 2012-10-27 17:00:00,4,0,0,2,22.96,26.515,64,19.0012
5880 | 2012-10-27 18:00:00,4,0,0,2,22.96,26.515,64,19.0012
5881 | 2012-10-27 19:00:00,4,0,0,2,21.32,25,72,15.0013
5882 | 2012-10-27 20:00:00,4,0,0,2,21.32,25,72,15.0013
5883 | 2012-10-27 21:00:00,4,0,0,2,21.32,25,72,15.0013
5884 | 2012-10-27 22:00:00,4,0,0,2,21.32,25,72,16.9979
5885 | 2012-10-27 23:00:00,4,0,0,2,21.32,25,68,26.0027
5886 | 2012-10-28 00:00:00,4,0,0,3,21.32,25,68,19.9995
5887 | 2012-10-28 01:00:00,4,0,0,2,20.5,24.24,72,19.0012
5888 | 2012-10-28 02:00:00,4,0,0,2,20.5,24.24,68,19.9995
5889 | 2012-10-28 03:00:00,4,0,0,2,20.5,24.24,63,22.0028
5890 | 2012-10-28 04:00:00,4,0,0,2,20.5,24.24,63,23.9994
5891 | 2012-10-28 05:00:00,4,0,0,2,20.5,24.24,63,19.9995
5892 | 2012-10-28 06:00:00,4,0,0,2,20.5,24.24,59,22.0028
5893 | 2012-10-28 07:00:00,4,0,0,2,20.5,24.24,59,19.9995
5894 | 2012-10-28 08:00:00,4,0,0,2,20.5,24.24,59,36.9974
5895 | 2012-10-28 09:00:00,4,0,0,2,20.5,24.24,55,27.9993
5896 | 2012-10-28 10:00:00,4,0,0,2,19.68,23.485,51,27.9993
5897 | 2012-10-28 11:00:00,4,0,0,2,20.5,24.24,51,26.0027
5898 | 2012-10-28 12:00:00,4,0,0,2,19.68,23.485,59,32.9975
5899 | 2012-10-28 13:00:00,4,0,0,2,19.68,23.485,59,27.9993
5900 | 2012-10-28 14:00:00,4,0,0,2,20.5,24.24,59,30.0026
5901 | 2012-10-28 15:00:00,4,0,0,2,20.5,24.24,63,32.9975
5902 | 2012-10-28 16:00:00,4,0,0,3,19.68,23.485,67,31.0009
5903 | 2012-10-28 17:00:00,4,0,0,3,18.86,22.725,77,35.0008
5904 | 2012-10-28 18:00:00,4,0,0,3,17.22,21.21,94,32.9975
5905 | 2012-10-28 19:00:00,4,0,0,3,17.22,21.21,94,23.9994
5906 | 2012-10-28 20:00:00,4,0,0,3,17.22,21.21,94,31.0009
5907 | 2012-10-28 21:00:00,4,0,0,3,18.04,21.97,88,27.9993
5908 | 2012-10-28 22:00:00,4,0,0,3,18.04,21.97,88,23.9994
5909 | 2012-10-28 23:00:00,4,0,0,3,17.22,21.21,94,23.9994
5910 | 2012-10-29 00:00:00,4,0,1,3,18.04,21.97,88,23.9994
5911 | 2012-10-30 13:00:00,4,0,1,3,12.3,13.635,81,23.9994
5912 | 2012-10-30 14:00:00,4,0,1,3,12.3,13.635,81,23.9994
5913 | 2012-10-30 15:00:00,4,0,1,3,12.3,14.395,87,16.9979
5914 | 2012-10-30 16:00:00,4,0,1,3,12.3,14.395,87,16.9979
5915 | 2012-10-30 17:00:00,4,0,1,3,12.3,14.395,87,15.0013
5916 | 2012-10-30 18:00:00,4,0,1,3,12.3,15.15,87,8.9981
5917 | 2012-10-30 19:00:00,4,0,1,2,20.5,24.24,68,12.998
5918 | 2012-10-30 20:00:00,4,0,1,2,12.3,14.395,81,12.998
5919 | 2012-10-30 21:00:00,4,0,1,2,12.3,15.91,87,7.0015
5920 | 2012-10-30 22:00:00,4,0,1,1,12.3,15.15,81,8.9981
5921 | 2012-10-30 23:00:00,4,0,1,1,12.3,15.15,81,8.9981
5922 | 2012-10-31 00:00:00,4,0,1,2,12.3,15.91,81,7.0015
5923 | 2012-10-31 01:00:00,4,0,1,2,12.3,15.91,81,6.0032
5924 | 2012-10-31 02:00:00,4,0,1,2,12.3,15.15,81,8.9981
5925 | 2012-10-31 03:00:00,4,0,1,2,12.3,15.91,81,7.0015
5926 | 2012-10-31 04:00:00,4,0,1,2,12.3,14.395,87,12.998
5927 | 2012-10-31 05:00:00,4,0,1,2,12.3,15.15,81,8.9981
5928 | 2012-10-31 06:00:00,4,0,1,1,12.3,15.15,81,11.0014
5929 | 2012-10-31 07:00:00,4,0,1,2,12.3,15.15,87,8.9981
5930 | 2012-10-31 08:00:00,4,0,1,1,13.12,16.665,81,8.9981
5931 | 2012-10-31 09:00:00,4,0,1,1,13.94,16.665,76,8.9981
5932 | 2012-10-31 10:00:00,4,0,1,1,14.76,16.665,71,19.0012
5933 | 2012-10-31 11:00:00,4,0,1,2,14.76,17.425,66,15.0013
5934 | 2012-10-31 12:00:00,4,0,1,1,16.4,20.455,58,12.998
5935 | 2012-10-31 13:00:00,4,0,1,1,17.22,21.21,50,15.0013
5936 | 2012-10-31 14:00:00,4,0,1,2,17.22,21.21,50,15.0013
5937 | 2012-10-31 15:00:00,4,0,1,1,17.22,21.21,54,11.0014
5938 | 2012-10-31 16:00:00,4,0,1,2,17.22,21.21,54,15.0013
5939 | 2012-10-31 17:00:00,4,0,1,2,16.4,20.455,58,11.0014
5940 | 2012-10-31 18:00:00,4,0,1,2,16.4,20.455,58,11.0014
5941 | 2012-10-31 19:00:00,4,0,1,2,16.4,20.455,50,12.998
5942 | 2012-10-31 20:00:00,4,0,1,2,16.4,20.455,50,12.998
5943 | 2012-10-31 21:00:00,4,0,1,2,16.4,20.455,50,12.998
5944 | 2012-10-31 22:00:00,4,0,1,1,14.76,17.425,57,8.9981
5945 | 2012-10-31 23:00:00,4,0,1,1,14.76,18.18,57,6.0032
5946 | 2012-11-20 00:00:00,4,0,1,1,13.12,16.665,70,8.9981
5947 | 2012-11-20 01:00:00,4,0,1,1,13.94,17.425,66,7.0015
5948 | 2012-11-20 02:00:00,4,0,1,2,13.12,16.665,76,6.0032
5949 | 2012-11-20 03:00:00,4,0,1,2,13.94,17.425,71,7.0015
5950 | 2012-11-20 04:00:00,4,0,1,2,13.94,16.665,66,12.998
5951 | 2012-11-20 05:00:00,4,0,1,2,13.94,16.665,66,8.9981
5952 | 2012-11-20 06:00:00,4,0,1,2,13.94,16.665,71,11.0014
5953 | 2012-11-20 07:00:00,4,0,1,1,13.12,16.665,76,6.0032
5954 | 2012-11-20 08:00:00,4,0,1,1,13.94,16.665,71,8.9981
5955 | 2012-11-20 09:00:00,4,0,1,2,14.76,18.94,71,0
5956 | 2012-11-20 10:00:00,4,0,1,2,16.4,20.455,66,6.0032
5957 | 2012-11-20 11:00:00,4,0,1,2,17.22,21.21,67,6.0032
5958 | 2012-11-20 12:00:00,4,0,1,2,17.22,21.21,67,0
5959 | 2012-11-20 13:00:00,4,0,1,2,18.04,21.97,58,0
5960 | 2012-11-20 14:00:00,4,0,1,2,18.04,21.97,58,7.0015
5961 | 2012-11-20 15:00:00,4,0,1,2,18.86,22.725,55,7.0015
5962 | 2012-11-20 16:00:00,4,0,1,2,17.22,21.21,62,6.0032
5963 | 2012-11-20 17:00:00,4,0,1,2,16.4,20.455,71,11.0014
5964 | 2012-11-20 18:00:00,4,0,1,2,16.4,20.455,66,6.0032
5965 | 2012-11-20 19:00:00,4,0,1,2,16.4,20.455,71,0
5966 | 2012-11-20 20:00:00,4,0,1,2,15.58,19.695,76,0
5967 | 2012-11-20 21:00:00,4,0,1,1,14.76,18.94,71,0
5968 | 2012-11-20 22:00:00,4,0,1,1,14.76,18.94,71,0
5969 | 2012-11-20 23:00:00,4,0,1,1,13.12,16.665,81,7.0015
5970 | 2012-11-21 00:00:00,4,0,1,1,13.94,18.18,81,0
5971 | 2012-11-21 01:00:00,4,0,1,1,13.12,16.665,81,7.0015
5972 | 2012-11-21 02:00:00,4,0,1,1,11.48,14.395,87,7.0015
5973 | 2012-11-21 03:00:00,4,0,1,1,11.48,14.395,87,7.0015
5974 | 2012-11-21 04:00:00,4,0,1,1,11.48,14.395,87,7.0015
5975 | 2012-11-21 05:00:00,4,0,1,1,11.48,14.395,87,7.0015
5976 | 2012-11-21 06:00:00,4,0,1,1,11.48,15.15,87,6.0032
5977 | 2012-11-21 07:00:00,4,0,1,1,10.66,14.395,87,6.0032
5978 | 2012-11-21 08:00:00,4,0,1,2,11.48,15.15,81,6.0032
5979 | 2012-11-21 09:00:00,4,0,1,1,13.12,16.665,76,6.0032
5980 | 2012-11-21 10:00:00,4,0,1,1,14.76,18.94,62,0
5981 | 2012-11-21 11:00:00,4,0,1,1,16.4,20.455,50,12.998
5982 | 2012-11-21 12:00:00,4,0,1,1,18.04,21.97,41,12.998
5983 | 2012-11-21 13:00:00,4,0,1,1,18.04,21.97,35,15.0013
5984 | 2012-11-21 14:00:00,4,0,1,1,18.86,22.725,33,12.998
5985 | 2012-11-21 15:00:00,4,0,1,1,18.86,22.725,36,6.0032
5986 | 2012-11-21 16:00:00,4,0,1,1,18.04,21.97,33,8.9981
5987 | 2012-11-21 17:00:00,4,0,1,1,16.4,20.455,40,11.0014
5988 | 2012-11-21 18:00:00,4,0,1,1,17.22,21.21,38,7.0015
5989 | 2012-11-21 19:00:00,4,0,1,1,15.58,19.695,43,12.998
5990 | 2012-11-21 20:00:00,4,0,1,1,13.94,17.425,61,7.0015
5991 | 2012-11-21 21:00:00,4,0,1,1,14.76,18.94,50,0
5992 | 2012-11-21 22:00:00,4,0,1,1,13.94,18.18,49,0
5993 | 2012-11-21 23:00:00,4,0,1,1,13.12,17.425,61,0
5994 | 2012-11-22 00:00:00,4,1,0,1,13.12,16.665,66,6.0032
5995 | 2012-11-22 01:00:00,4,1,0,1,11.48,15.15,65,6.0032
5996 | 2012-11-22 02:00:00,4,1,0,1,9.84,12.88,75,6.0032
5997 | 2012-11-22 03:00:00,4,1,0,1,9.84,12.88,75,7.0015
5998 | 2012-11-22 04:00:00,4,1,0,1,9.02,11.365,80,8.9981
5999 | 2012-11-22 05:00:00,4,1,0,1,9.84,12.88,75,7.0015
6000 | 2012-11-22 06:00:00,4,1,0,1,10.66,13.635,70,7.0015
6001 | 2012-11-22 07:00:00,4,1,0,1,9.02,11.365,75,8.9981
6002 | 2012-11-22 08:00:00,4,1,0,1,9.84,12.12,75,8.9981
6003 | 2012-11-22 09:00:00,4,1,0,1,12.3,16.665,65,0
6004 | 2012-11-22 10:00:00,4,1,0,1,14.76,18.18,57,7.0015
6005 | 2012-11-22 11:00:00,4,1,0,1,17.22,21.21,41,6.0032
6006 | 2012-11-22 12:00:00,4,1,0,1,18.04,21.97,35,0
6007 | 2012-11-22 13:00:00,4,1,0,1,18.86,22.725,31,0
6008 | 2012-11-22 14:00:00,4,1,0,1,19.68,23.485,29,0
6009 | 2012-11-22 15:00:00,4,1,0,1,19.68,23.485,29,0
6010 | 2012-11-22 16:00:00,4,1,0,1,18.86,22.725,33,0
6011 | 2012-11-22 17:00:00,4,1,0,1,18.04,21.97,35,0
6012 | 2012-11-22 18:00:00,4,1,0,1,16.4,20.455,43,0
6013 | 2012-11-22 19:00:00,4,1,0,1,14.76,18.94,76,0
6014 | 2012-11-22 20:00:00,4,1,0,1,13.94,18.18,71,0
6015 | 2012-11-22 21:00:00,4,1,0,1,13.94,17.425,61,6.0032
6016 | 2012-11-22 22:00:00,4,1,0,1,13.12,17.425,61,0
6017 | 2012-11-22 23:00:00,4,1,0,1,12.3,16.665,70,0
6018 | 2012-11-23 00:00:00,4,0,1,1,11.48,15.91,65,0
6019 | 2012-11-23 01:00:00,4,0,1,1,11.48,15.15,81,6.0032
6020 | 2012-11-23 02:00:00,4,0,1,1,10.66,14.395,75,6.0032
6021 | 2012-11-23 03:00:00,4,0,1,1,10.66,15.15,70,0
6022 | 2012-11-23 04:00:00,4,0,1,1,9.84,12.88,75,7.0015
6023 | 2012-11-23 05:00:00,4,0,1,1,9.84,14.395,81,0
6024 | 2012-11-23 06:00:00,4,0,1,1,9.84,14.395,81,0
6025 | 2012-11-23 07:00:00,4,0,1,1,9.84,14.395,81,0
6026 | 2012-11-23 08:00:00,4,0,1,1,9.84,12.88,87,6.0032
6027 | 2012-11-23 09:00:00,4,0,1,1,11.48,14.395,75,7.0015
6028 | 2012-11-23 10:00:00,4,0,1,1,13.94,16.665,61,11.0014
6029 | 2012-11-23 11:00:00,4,0,1,1,16.4,20.455,50,12.998
6030 | 2012-11-23 12:00:00,4,0,1,1,18.04,21.97,38,16.9979
6031 | 2012-11-23 13:00:00,4,0,1,1,18.86,22.725,38,19.0012
6032 | 2012-11-23 14:00:00,4,0,1,1,20.5,24.24,36,16.9979
6033 | 2012-11-23 15:00:00,4,0,1,1,19.68,23.485,41,16.9979
6034 | 2012-11-23 16:00:00,4,0,1,2,19.68,23.485,41,7.0015
6035 | 2012-11-23 17:00:00,4,0,1,2,19.68,23.485,39,6.0032
6036 | 2012-11-23 18:00:00,4,0,1,2,18.86,22.725,44,0
6037 | 2012-11-23 19:00:00,4,0,1,2,18.86,22.725,47,11.0014
6038 | 2012-11-23 20:00:00,4,0,1,1,18.86,22.725,41,6.0032
6039 | 2012-11-23 21:00:00,4,0,1,1,18.86,22.725,47,16.9979
6040 | 2012-11-23 22:00:00,4,0,1,1,18.04,21.97,33,35.0008
6041 | 2012-11-23 23:00:00,4,0,1,1,17.22,21.21,38,30.0026
6042 | 2012-11-24 00:00:00,4,0,0,1,16.4,20.455,37,27.9993
6043 | 2012-11-24 01:00:00,4,0,0,1,13.94,14.395,42,32.9975
6044 | 2012-11-24 02:00:00,4,0,0,1,13.12,13.635,39,40.9973
6045 | 2012-11-24 03:00:00,4,0,0,1,11.48,12.88,41,23.9994
6046 | 2012-11-24 04:00:00,4,0,0,1,10.66,10.605,41,30.0026
6047 | 2012-11-24 05:00:00,4,0,0,1,10.66,11.365,41,22.0028
6048 | 2012-11-24 06:00:00,4,0,0,1,9.84,10.605,44,19.0012
6049 | 2012-11-24 07:00:00,4,0,0,2,10.66,11.365,41,22.0028
6050 | 2012-11-24 08:00:00,4,0,0,2,10.66,10.605,44,31.0009
6051 | 2012-11-24 09:00:00,4,0,0,2,10.66,10.605,41,30.0026
6052 | 2012-11-24 10:00:00,4,0,0,2,10.66,11.365,44,19.9995
6053 | 2012-11-24 11:00:00,4,0,0,2,11.48,12.88,41,19.9995
6054 | 2012-11-24 12:00:00,4,0,0,2,12.3,12.88,36,40.9973
6055 | 2012-11-24 13:00:00,4,0,0,1,13.12,15.15,36,22.0028
6056 | 2012-11-24 14:00:00,4,0,0,1,13.12,14.395,33,31.0009
6057 | 2012-11-24 15:00:00,4,0,0,1,12.3,13.635,36,31.0009
6058 | 2012-11-24 16:00:00,4,0,0,1,11.48,12.12,38,30.0026
6059 | 2012-11-24 17:00:00,4,0,0,1,10.66,11.365,41,26.0027
6060 | 2012-11-24 18:00:00,4,0,0,1,10.66,11.365,38,26.0027
6061 | 2012-11-24 19:00:00,4,0,0,1,10.66,12.12,41,16.9979
6062 | 2012-11-24 20:00:00,4,0,0,1,9.84,10.605,44,19.0012
6063 | 2012-11-24 21:00:00,4,0,0,1,9.84,11.365,44,12.998
6064 | 2012-11-24 22:00:00,4,0,0,1,9.84,11.365,44,16.9979
6065 | 2012-11-24 23:00:00,4,0,0,1,9.84,11.365,44,12.998
6066 | 2012-11-25 00:00:00,4,0,0,1,9.02,10.605,47,16.9979
6067 | 2012-11-25 01:00:00,4,0,0,1,9.02,11.365,44,12.998
6068 | 2012-11-25 02:00:00,4,0,0,1,9.02,9.85,44,23.9994
6069 | 2012-11-25 03:00:00,4,0,0,1,9.02,13.635,44,0
6070 | 2012-11-25 04:00:00,4,0,0,1,9.02,13.635,44,0
6071 | 2012-11-25 05:00:00,4,0,0,2,9.02,11.365,47,11.0014
6072 | 2012-11-25 06:00:00,4,0,0,2,9.02,12.12,47,7.0015
6073 | 2012-11-25 07:00:00,4,0,0,2,9.02,12.12,51,7.0015
6074 | 2012-11-25 08:00:00,4,0,0,2,9.02,11.365,51,12.998
6075 | 2012-11-25 09:00:00,4,0,0,2,9.84,11.365,48,15.0013
6076 | 2012-11-25 10:00:00,4,0,0,1,9.84,11.365,48,16.9979
6077 | 2012-11-25 11:00:00,4,0,0,2,10.66,12.88,41,15.0013
6078 | 2012-11-25 12:00:00,4,0,0,2,10.66,12.88,41,15.0013
6079 | 2012-11-25 13:00:00,4,0,0,2,10.66,12.88,41,11.0014
6080 | 2012-11-25 14:00:00,4,0,0,2,12.3,14.395,42,16.9979
6081 | 2012-11-25 15:00:00,4,0,0,1,12.3,14.395,42,16.9979
6082 | 2012-11-25 16:00:00,4,0,0,1,12.3,14.395,39,15.0013
6083 | 2012-11-25 17:00:00,4,0,0,1,11.48,13.635,41,11.0014
6084 | 2012-11-25 18:00:00,4,0,0,1,10.66,12.88,44,11.0014
6085 | 2012-11-25 19:00:00,4,0,0,1,10.66,15.15,41,0
6086 | 2012-11-25 20:00:00,4,0,0,1,9.84,14.395,60,0
6087 | 2012-11-25 21:00:00,4,0,0,1,10.66,15.15,48,0
6088 | 2012-11-25 22:00:00,4,0,0,1,9.84,14.395,60,0
6089 | 2012-11-25 23:00:00,4,0,0,1,9.02,12.88,69,6.0032
6090 | 2012-11-26 00:00:00,4,0,1,1,9.02,13.635,69,0
6091 | 2012-11-26 01:00:00,4,0,1,1,8.2,12.88,69,0
6092 | 2012-11-26 02:00:00,4,0,1,1,8.2,12.88,69,0
6093 | 2012-11-26 03:00:00,4,0,1,1,8.2,12.88,69,0
6094 | 2012-11-26 04:00:00,4,0,1,1,9.02,13.635,69,0
6095 | 2012-11-26 05:00:00,4,0,1,1,9.02,11.365,69,11.0014
6096 | 2012-11-26 06:00:00,4,0,1,1,9.02,13.635,69,0
6097 | 2012-11-26 07:00:00,4,0,1,1,9.84,14.395,65,0
6098 | 2012-11-26 08:00:00,4,0,1,1,9.84,14.395,65,0
6099 | 2012-11-26 09:00:00,4,0,1,1,11.48,15.15,56,6.0032
6100 | 2012-11-26 10:00:00,4,0,1,1,13.12,17.425,49,0
6101 | 2012-11-26 11:00:00,4,0,1,1,16.4,20.455,37,19.9995
6102 | 2012-11-26 12:00:00,4,0,1,1,17.22,21.21,35,7.0015
6103 | 2012-11-26 13:00:00,4,0,1,1,17.22,21.21,35,7.0015
6104 | 2012-11-26 14:00:00,4,0,1,1,17.22,21.21,35,0
6105 | 2012-11-26 15:00:00,4,0,1,1,17.22,21.21,35,6.0032
6106 | 2012-11-26 16:00:00,4,0,1,1,18.04,21.97,30,0
6107 | 2012-11-26 17:00:00,4,0,1,1,17.22,21.21,32,0
6108 | 2012-11-26 18:00:00,4,0,1,1,14.76,17.425,50,11.0014
6109 | 2012-11-26 19:00:00,4,0,1,1,13.94,18.18,53,0
6110 | 2012-11-26 20:00:00,4,0,1,1,13.94,18.18,49,0
6111 | 2012-11-26 21:00:00,4,0,1,1,13.94,18.18,49,0
6112 | 2012-11-26 22:00:00,4,0,1,1,13.12,17.425,61,0
6113 | 2012-11-26 23:00:00,4,0,1,2,13.12,16.665,66,7.0015
6114 | 2012-11-27 00:00:00,4,0,1,2,13.12,16.665,66,6.0032
6115 | 2012-11-27 01:00:00,4,0,1,2,13.12,16.665,70,8.9981
6116 | 2012-11-27 02:00:00,4,0,1,2,13.12,15.91,70,11.0014
6117 | 2012-11-27 03:00:00,4,0,1,3,13.12,16.665,70,8.9981
6118 | 2012-11-27 04:00:00,4,0,1,3,12.3,14.395,81,12.998
6119 | 2012-11-27 05:00:00,4,0,1,2,12.3,14.395,81,15.0013
6120 | 2012-11-27 06:00:00,4,0,1,2,12.3,15.15,81,11.0014
6121 | 2012-11-27 07:00:00,4,0,1,3,12.3,15.15,81,8.9981
6122 | 2012-11-27 08:00:00,4,0,1,3,13.12,15.91,81,11.0014
6123 | 2012-11-27 09:00:00,4,0,1,2,13.12,16.665,81,8.9981
6124 | 2012-11-27 10:00:00,4,0,1,3,13.12,15.91,81,12.998
6125 | 2012-11-27 11:00:00,4,0,1,3,12.3,13.635,87,19.9995
6126 | 2012-11-27 12:00:00,4,0,1,3,11.48,12.88,87,26.0027
6127 | 2012-11-27 13:00:00,4,0,1,3,11.48,13.635,87,16.9979
6128 | 2012-11-27 14:00:00,4,0,1,3,11.48,12.88,87,23.9994
6129 | 2012-11-27 15:00:00,4,0,1,2,12.3,13.635,75,19.9995
6130 | 2012-11-27 16:00:00,4,0,1,2,12.3,13.635,75,19.9995
6131 | 2012-11-27 17:00:00,4,0,1,2,12.3,13.635,75,26.0027
6132 | 2012-11-27 18:00:00,4,0,1,1,10.66,11.365,81,23.9994
6133 | 2012-11-27 19:00:00,4,0,1,1,10.66,12.88,73,19.9995
6134 | 2012-11-27 20:00:00,4,0,1,1,10.66,11.365,75,22.0028
6135 | 2012-11-27 21:00:00,4,0,1,1,9.84,10.605,81,19.0012
6136 | 2012-11-27 22:00:00,4,0,1,1,9.84,12.12,81,11.0014
6137 | 2012-11-27 23:00:00,4,0,1,2,10.66,12.12,81,16.9979
6138 | 2012-11-28 00:00:00,4,0,1,2,10.66,12.12,75,16.9979
6139 | 2012-11-28 01:00:00,4,0,1,2,10.66,12.88,75,15.0013
6140 | 2012-11-28 02:00:00,4,0,1,2,10.66,12.88,75,15.0013
6141 | 2012-11-28 03:00:00,4,0,1,2,10.66,12.88,70,15.0013
6142 | 2012-11-28 04:00:00,4,0,1,2,10.66,12.88,70,12.998
6143 | 2012-11-28 05:00:00,4,0,1,2,10.66,13.635,70,8.9981
6144 | 2012-11-28 06:00:00,4,0,1,2,10.66,12.88,65,15.0013
6145 | 2012-11-28 07:00:00,4,0,1,2,10.66,12.88,56,12.998
6146 | 2012-11-28 08:00:00,4,0,1,1,9.84,10.605,60,19.0012
6147 | 2012-11-28 09:00:00,4,0,1,1,11.48,13.635,52,12.998
6148 | 2012-11-28 10:00:00,4,0,1,1,12.3,15.91,49,7.0015
6149 | 2012-11-28 11:00:00,4,0,1,1,13.12,15.91,45,11.0014
6150 | 2012-11-28 12:00:00,4,0,1,1,13.94,15.15,42,26.0027
6151 | 2012-11-28 13:00:00,4,0,1,1,13.94,16.665,42,12.998
6152 | 2012-11-28 14:00:00,4,0,1,1,14.76,16.665,40,19.9995
6153 | 2012-11-28 15:00:00,4,0,1,1,14.76,16.665,32,22.0028
6154 | 2012-11-28 16:00:00,4,0,1,1,14.76,16.665,29,16.9979
6155 | 2012-11-28 17:00:00,4,0,1,1,13.94,16.665,31,8.9981
6156 | 2012-11-28 18:00:00,4,0,1,1,13.12,15.15,33,19.0012
6157 | 2012-11-28 19:00:00,4,0,1,1,13.12,15.91,36,11.0014
6158 | 2012-11-28 20:00:00,4,0,1,1,13.12,16.665,36,8.9981
6159 | 2012-11-28 21:00:00,4,0,1,1,12.3,15.15,39,11.0014
6160 | 2012-11-28 22:00:00,4,0,1,1,11.48,13.635,45,11.0014
6161 | 2012-11-28 23:00:00,4,0,1,1,10.66,13.635,48,8.9981
6162 | 2012-11-29 00:00:00,4,0,1,1,9.84,12.88,56,6.0032
6163 | 2012-11-29 01:00:00,4,0,1,1,9.02,12.88,64,6.0032
6164 | 2012-11-29 02:00:00,4,0,1,1,9.02,13.635,64,0
6165 | 2012-11-29 04:00:00,4,0,1,1,8.2,11.365,75,6.0032
6166 | 2012-11-29 05:00:00,4,0,1,1,8.2,12.88,69,0
6167 | 2012-11-29 06:00:00,4,0,1,1,9.02,13.635,69,0
6168 | 2012-11-29 07:00:00,4,0,1,1,8.2,12.88,64,0
6169 | 2012-11-29 08:00:00,4,0,1,1,8.2,11.365,69,7.0015
6170 | 2012-11-29 09:00:00,4,0,1,1,9.84,14.395,60,0
6171 | 2012-11-29 10:00:00,4,0,1,1,11.48,15.15,65,6.0032
6172 | 2012-11-29 11:00:00,4,0,1,1,14.76,17.425,37,15.0013
6173 | 2012-11-29 12:00:00,4,0,1,1,14.76,17.425,40,11.0014
6174 | 2012-11-29 13:00:00,4,0,1,1,15.58,19.695,32,8.9981
6175 | 2012-11-29 14:00:00,4,0,1,1,14.76,17.425,43,15.0013
6176 | 2012-11-29 15:00:00,4,0,1,1,14.76,16.665,43,19.0012
6177 | 2012-11-29 16:00:00,4,0,1,1,14.76,17.425,40,15.0013
6178 | 2012-11-29 17:00:00,4,0,1,1,13.94,16.665,39,12.998
6179 | 2012-11-29 18:00:00,4,0,1,1,13.12,15.91,49,11.0014
6180 | 2012-11-29 19:00:00,4,0,1,1,12.3,14.395,52,12.998
6181 | 2012-11-29 20:00:00,4,0,1,1,12.3,15.15,52,11.0014
6182 | 2012-11-29 21:00:00,4,0,1,1,10.66,13.635,65,8.9981
6183 | 2012-11-29 22:00:00,4,0,1,1,10.66,14.395,70,6.0032
6184 | 2012-11-29 23:00:00,4,0,1,1,11.48,15.91,61,0
6185 | 2012-11-30 00:00:00,4,0,1,1,10.66,12.88,70,11.0014
6186 | 2012-11-30 01:00:00,4,0,1,1,9.84,12.88,70,6.0032
6187 | 2012-11-30 02:00:00,4,0,1,1,9.84,14.395,75,0
6188 | 2012-11-30 03:00:00,4,0,1,1,9.84,14.395,75,0
6189 | 2012-11-30 04:00:00,4,0,1,1,9.02,13.635,75,0
6190 | 2012-11-30 05:00:00,4,0,1,1,8.2,12.88,80,0
6191 | 2012-11-30 06:00:00,4,0,1,1,8.2,12.88,86,0
6192 | 2012-11-30 07:00:00,4,0,1,1,9.02,13.635,80,0
6193 | 2012-11-30 08:00:00,4,0,1,2,9.02,12.88,80,6.0032
6194 | 2012-11-30 09:00:00,4,0,1,1,9.84,12.88,75,6.0032
6195 | 2012-11-30 10:00:00,4,0,1,2,12.3,16.665,65,0
6196 | 2012-11-30 11:00:00,4,0,1,2,13.94,17.425,53,6.0032
6197 | 2012-11-30 12:00:00,4,0,1,2,15.58,19.695,46,0
6198 | 2012-11-30 13:00:00,4,0,1,2,16.4,20.455,40,11.0014
6199 | 2012-11-30 14:00:00,4,0,1,2,16.4,20.455,40,7.0015
6200 | 2012-11-30 15:00:00,4,0,1,2,17.22,21.21,38,7.0015
6201 | 2012-11-30 16:00:00,4,0,1,1,16.4,20.455,43,8.9981
6202 | 2012-11-30 17:00:00,4,0,1,1,14.76,17.425,50,12.998
6203 | 2012-11-30 18:00:00,4,0,1,2,13.94,18.18,61,0
6204 | 2012-11-30 19:00:00,4,0,1,1,13.12,17.425,66,0
6205 | 2012-11-30 20:00:00,4,0,1,1,13.12,17.425,66,0
6206 | 2012-11-30 21:00:00,4,0,1,1,12.3,15.91,75,6.0032
6207 | 2012-11-30 22:00:00,4,0,1,1,12.3,16.665,75,0
6208 | 2012-11-30 23:00:00,4,0,1,2,12.3,15.91,75,6.0032
6209 | 2012-12-20 00:00:00,4,0,1,1,13.12,16.665,61,8.9981
6210 | 2012-12-20 01:00:00,4,0,1,1,13.12,17.425,66,0
6211 | 2012-12-20 02:00:00,4,0,1,1,13.12,17.425,66,0
6212 | 2012-12-20 03:00:00,4,0,1,2,12.3,15.91,70,6.0032
6213 | 2012-12-20 04:00:00,4,0,1,2,12.3,15.91,70,6.0032
6214 | 2012-12-20 05:00:00,4,0,1,2,12.3,15.91,70,7.0015
6215 | 2012-12-20 06:00:00,4,0,1,2,12.3,16.665,65,0
6216 | 2012-12-20 07:00:00,4,0,1,2,12.3,16.665,70,0
6217 | 2012-12-20 08:00:00,4,0,1,2,12.3,16.665,70,0
6218 | 2012-12-20 09:00:00,4,0,1,2,12.3,16.665,70,0
6219 | 2012-12-20 10:00:00,4,0,1,2,13.12,16.665,66,0
6220 | 2012-12-20 11:00:00,4,0,1,2,13.94,15.91,57,15.0013
6221 | 2012-12-20 12:00:00,4,0,1,2,14.76,17.425,53,11.0014
6222 | 2012-12-20 13:00:00,4,0,1,2,14.76,17.425,57,12.998
6223 | 2012-12-20 14:00:00,4,0,1,2,14.76,17.425,53,12.998
6224 | 2012-12-20 15:00:00,4,0,1,2,13.94,16.665,57,12.998
6225 | 2012-12-20 16:00:00,4,0,1,2,13.94,15.15,53,22.0028
6226 | 2012-12-20 17:00:00,4,0,1,2,13.94,16.665,66,12.998
6227 | 2012-12-20 18:00:00,4,0,1,2,13.94,16.665,71,12.998
6228 | 2012-12-20 19:00:00,4,0,1,3,13.94,15.91,71,16.9979
6229 | 2012-12-20 20:00:00,4,0,1,3,13.94,16.665,76,11.0014
6230 | 2012-12-20 21:00:00,4,0,1,3,13.94,16.665,76,11.0014
6231 | 2012-12-20 22:00:00,4,0,1,3,13.94,16.665,87,12.998
6232 | 2012-12-20 23:00:00,4,0,1,3,16.4,20.455,82,19.9995
6233 | 2012-12-21 00:00:00,1,0,1,3,17.22,21.21,88,19.9995
6234 | 2012-12-21 01:00:00,1,0,1,3,18.04,21.97,88,26.0027
6235 | 2012-12-21 02:00:00,1,0,1,3,18.86,22.725,94,26.0027
6236 | 2012-12-21 03:00:00,1,0,1,3,18.86,22.725,94,26.0027
6237 | 2012-12-21 04:00:00,1,0,1,2,14.76,15.91,71,32.9975
6238 | 2012-12-21 05:00:00,1,0,1,2,13.94,15.15,76,27.9993
6239 | 2012-12-21 06:00:00,1,0,1,2,13.94,14.395,57,39.0007
6240 | 2012-12-21 07:00:00,1,0,1,2,13.12,15.91,57,12.998
6241 | 2012-12-21 08:00:00,1,0,1,2,13.12,15.15,57,19.0012
6242 | 2012-12-21 09:00:00,1,0,1,2,13.12,13.635,45,36.9974
6243 | 2012-12-21 10:00:00,1,0,1,1,13.12,14.395,42,31.0009
6244 | 2012-12-21 11:00:00,1,0,1,2,13.12,14.395,42,27.9993
6245 | 2012-12-21 12:00:00,1,0,1,2,13.12,14.395,39,23.9994
6246 | 2012-12-21 13:00:00,1,0,1,2,13.12,14.395,39,27.9993
6247 | 2012-12-21 14:00:00,1,0,1,2,13.12,14.395,39,30.0026
6248 | 2012-12-21 15:00:00,1,0,1,2,12.3,13.635,42,26.0027
6249 | 2012-12-21 16:00:00,1,0,1,2,12.3,13.635,39,22.0028
6250 | 2012-12-21 17:00:00,1,0,1,2,10.66,11.365,56,22.0028
6251 | 2012-12-21 18:00:00,1,0,1,2,10.66,11.365,56,19.9995
6252 | 2012-12-21 19:00:00,1,0,1,1,11.48,12.88,45,19.9995
6253 | 2012-12-21 20:00:00,1,0,1,1,11.48,13.635,41,16.9979
6254 | 2012-12-21 21:00:00,1,0,1,1,10.66,11.365,41,27.9993
6255 | 2012-12-21 22:00:00,1,0,1,1,10.66,11.365,44,19.9995
6256 | 2012-12-21 23:00:00,1,0,1,1,10.66,12.12,44,19.0012
6257 | 2012-12-22 00:00:00,1,0,0,1,10.66,10.605,44,39.0007
6258 | 2012-12-22 01:00:00,1,0,0,1,10.66,10.605,44,30.0026
6259 | 2012-12-22 02:00:00,1,0,0,1,10.66,10.605,44,35.0008
6260 | 2012-12-22 03:00:00,1,0,0,1,10.66,10.605,48,30.0026
6261 | 2012-12-22 04:00:00,1,0,0,1,10.66,12.88,48,12.998
6262 | 2012-12-22 05:00:00,1,0,0,1,10.66,11.365,48,27.9993
6263 | 2012-12-22 06:00:00,1,0,0,1,10.66,11.365,44,27.9993
6264 | 2012-12-22 07:00:00,1,0,0,1,10.66,11.365,44,27.9993
6265 | 2012-12-22 08:00:00,1,0,0,1,10.66,10.605,44,40.9973
6266 | 2012-12-22 09:00:00,1,0,0,1,10.66,11.365,48,26.0027
6267 | 2012-12-22 10:00:00,1,0,0,1,10.66,11.365,48,22.0028
6268 | 2012-12-22 11:00:00,1,0,0,1,11.48,12.88,41,23.9994
6269 | 2012-12-22 12:00:00,1,0,0,1,12.3,12.88,36,43.9989
6270 | 2012-12-22 13:00:00,1,0,0,1,13.12,14.395,36,30.0026
6271 | 2012-12-22 14:00:00,1,0,0,1,13.12,14.395,36,31.0009
6272 | 2012-12-22 15:00:00,1,0,0,1,13.12,13.635,33,39.0007
6273 | 2012-12-22 16:00:00,1,0,0,1,12.3,13.635,39,30.0026
6274 | 2012-12-22 17:00:00,1,0,0,1,11.48,12.88,41,19.9995
6275 | 2012-12-22 18:00:00,1,0,0,1,10.66,10.605,44,31.0009
6276 | 2012-12-22 19:00:00,1,0,0,1,9.84,10.605,48,23.9994
6277 | 2012-12-22 20:00:00,1,0,0,1,9.84,12.12,48,11.0014
6278 | 2012-12-22 21:00:00,1,0,0,1,9.02,10.605,51,19.0012
6279 | 2012-12-22 22:00:00,1,0,0,1,9.02,10.605,51,19.0012
6280 | 2012-12-22 23:00:00,1,0,0,1,9.02,11.365,51,12.998
6281 | 2012-12-23 00:00:00,1,0,0,1,9.02,10.605,47,19.0012
6282 | 2012-12-23 01:00:00,1,0,0,1,9.02,11.365,47,12.998
6283 | 2012-12-23 02:00:00,1,0,0,1,8.2,10.605,51,11.0014
6284 | 2012-12-23 03:00:00,1,0,0,1,8.2,10.605,51,8.9981
6285 | 2012-12-23 04:00:00,1,0,0,1,8.2,10.605,47,8.9981
6286 | 2012-12-23 05:00:00,1,0,0,1,8.2,12.88,51,0
6287 | 2012-12-23 06:00:00,1,0,0,1,6.56,9.85,64,6.0032
6288 | 2012-12-23 07:00:00,1,0,0,1,6.56,9.85,64,6.0032
6289 | 2012-12-23 08:00:00,1,0,0,1,5.74,8.335,69,7.0015
6290 | 2012-12-23 09:00:00,1,0,0,1,8.2,11.365,59,7.0015
6291 | 2012-12-23 10:00:00,1,0,0,1,9.02,11.365,64,12.998
6292 | 2012-12-23 11:00:00,1,0,0,1,9.84,11.365,52,12.998
6293 | 2012-12-23 12:00:00,1,0,0,1,12.3,14.395,42,12.998
6294 | 2012-12-23 13:00:00,1,0,0,1,13.12,15.15,39,15.0013
6295 | 2012-12-23 14:00:00,1,0,0,1,13.94,15.15,31,19.9995
6296 | 2012-12-23 15:00:00,1,0,0,1,13.94,16.665,34,8.9981
6297 | 2012-12-23 16:00:00,1,0,0,1,13.94,16.665,34,12.998
6298 | 2012-12-23 17:00:00,1,0,0,1,13.12,15.91,49,12.998
6299 | 2012-12-23 18:00:00,1,0,0,1,12.3,15.15,45,11.0014
6300 | 2012-12-23 19:00:00,1,0,0,1,12.3,16.665,42,0
6301 | 2012-12-23 20:00:00,1,0,0,1,10.66,15.15,65,0
6302 | 2012-12-23 21:00:00,1,0,0,1,9.84,14.395,70,0
6303 | 2012-12-23 22:00:00,1,0,0,1,9.84,12.88,60,7.0015
6304 | 2012-12-23 23:00:00,1,0,0,1,9.84,14.395,60,0
6305 | 2012-12-24 00:00:00,1,0,1,1,9.02,13.635,69,0
6306 | 2012-12-24 01:00:00,1,0,1,1,9.02,13.635,69,0
6307 | 2012-12-24 02:00:00,1,0,1,1,8.2,12.88,75,0
6308 | 2012-12-24 03:00:00,1,0,1,1,8.2,12.88,75,0
6309 | 2012-12-24 05:00:00,1,0,1,1,7.38,9.85,80,8.9981
6310 | 2012-12-24 06:00:00,1,0,1,1,8.2,12.88,75,0
6311 | 2012-12-24 07:00:00,1,0,1,1,8.2,12.88,69,0
6312 | 2012-12-24 08:00:00,1,0,1,1,9.02,13.635,69,0
6313 | 2012-12-24 09:00:00,1,0,1,2,9.84,12.88,65,7.0015
6314 | 2012-12-24 10:00:00,1,0,1,2,10.66,15.15,65,0
6315 | 2012-12-24 11:00:00,1,0,1,2,10.66,12.88,60,11.0014
6316 | 2012-12-24 12:00:00,1,0,1,2,11.48,15.15,56,6.0032
6317 | 2012-12-24 13:00:00,1,0,1,3,9.84,12.88,81,7.0015
6318 | 2012-12-24 14:00:00,1,0,1,3,9.84,12.88,87,7.0015
6319 | 2012-12-24 15:00:00,1,0,1,3,9.84,11.365,87,15.0013
6320 | 2012-12-24 16:00:00,1,0,1,3,9.84,11.365,87,15.0013
6321 | 2012-12-24 17:00:00,1,0,1,3,9.84,12.12,93,11.0014
6322 | 2012-12-24 18:00:00,1,0,1,3,9.84,12.88,93,7.0015
6323 | 2012-12-24 19:00:00,1,0,1,2,9.84,12.12,93,8.9981
6324 | 2012-12-24 20:00:00,1,0,1,3,9.84,12.12,93,8.9981
6325 | 2012-12-24 21:00:00,1,0,1,3,9.84,12.88,93,6.0032
6326 | 2012-12-24 22:00:00,1,0,1,2,9.84,14.395,93,0
6327 | 2012-12-24 23:00:00,1,0,1,3,9.84,14.395,93,0
6328 | 2012-12-25 00:00:00,1,1,0,3,9.84,12.88,93,6.0032
6329 | 2012-12-25 01:00:00,1,1,0,2,10.66,12.88,87,11.0014
6330 | 2012-12-25 02:00:00,1,1,0,2,10.66,12.88,87,11.0014
6331 | 2012-12-25 04:00:00,1,1,0,2,9.84,12.88,87,6.0032
6332 | 2012-12-25 05:00:00,1,1,0,2,9.02,11.365,93,8.9981
6333 | 2012-12-25 06:00:00,1,1,0,2,9.02,11.365,93,8.9981
6334 | 2012-12-25 07:00:00,1,1,0,2,9.02,11.365,93,11.0014
6335 | 2012-12-25 08:00:00,1,1,0,2,9.84,14.395,87,0
6336 | 2012-12-25 09:00:00,1,1,0,2,9.84,12.88,87,0
6337 | 2012-12-25 10:00:00,1,1,0,1,11.48,15.91,81,0
6338 | 2012-12-25 11:00:00,1,1,0,1,12.3,15.91,75,6.0032
6339 | 2012-12-25 12:00:00,1,1,0,1,13.12,16.665,76,6.0032
6340 | 2012-12-25 13:00:00,1,1,0,1,16.4,20.455,50,22.0028
6341 | 2012-12-25 14:00:00,1,1,0,1,15.58,19.695,46,19.9995
6342 | 2012-12-25 15:00:00,1,1,0,1,14.76,16.665,50,16.9979
6343 | 2012-12-25 16:00:00,1,1,0,2,14.76,16.665,50,16.9979
6344 | 2012-12-25 17:00:00,1,1,0,2,13.12,15.15,57,16.9979
6345 | 2012-12-25 18:00:00,1,1,0,2,13.12,15.15,66,16.9979
6346 | 2012-12-25 19:00:00,1,1,0,2,13.12,15.15,66,15.0013
6347 | 2012-12-25 20:00:00,1,1,0,2,13.12,15.15,66,19.0012
6348 | 2012-12-25 21:00:00,1,1,0,2,12.3,14.395,65,12.998
6349 | 2012-12-25 22:00:00,1,1,0,2,12.3,15.15,70,11.0014
6350 | 2012-12-25 23:00:00,1,1,0,2,11.48,13.635,65,16.9979
6351 | 2012-12-26 00:00:00,1,0,1,2,11.48,13.635,65,16.9979
6352 | 2012-12-26 01:00:00,1,0,1,2,10.66,11.365,65,19.9995
6353 | 2012-12-26 02:00:00,1,0,1,2,10.66,11.365,65,19.9995
6354 | 2012-12-26 03:00:00,1,0,1,2,9.84,10.605,70,23.9994
6355 | 2012-12-26 04:00:00,1,0,1,1,9.02,9.85,69,23.9994
6356 | 2012-12-26 05:00:00,1,0,1,2,9.02,10.605,69,19.0012
6357 | 2012-12-26 06:00:00,1,0,1,2,9.02,10.605,69,15.0013
6358 | 2012-12-26 07:00:00,1,0,1,3,8.2,9.09,86,22.0028
6359 | 2012-12-26 08:00:00,1,0,1,3,8.2,9.09,86,22.0028
6360 | 2012-12-26 09:00:00,1,0,1,3,8.2,9.09,86,22.0028
6361 | 2012-12-26 10:00:00,1,0,1,3,8.2,9.09,86,19.9995
6362 | 2012-12-26 11:00:00,1,0,1,3,8.2,8.335,86,31.0009
6363 | 2012-12-26 12:00:00,1,0,1,3,9.02,9.85,87,22.0028
6364 | 2012-12-26 13:00:00,1,0,1,3,9.02,9.85,87,22.0028
6365 | 2012-12-26 14:00:00,1,0,1,3,9.02,10.605,93,16.9979
6366 | 2012-12-26 15:00:00,1,0,1,3,10.66,11.365,87,23.9994
6367 | 2012-12-26 16:00:00,1,0,1,3,10.66,11.365,87,23.9994
6368 | 2012-12-26 17:00:00,1,0,1,3,10.66,11.365,93,23.9994
6369 | 2012-12-26 18:00:00,1,0,1,3,11.48,12.88,93,19.9995
6370 | 2012-12-26 19:00:00,1,0,1,3,12.3,14.395,87,12.998
6371 | 2012-12-26 20:00:00,1,0,1,3,13.12,15.15,93,16.9979
6372 | 2012-12-26 21:00:00,1,0,1,2,12.3,13.635,87,19.9995
6373 | 2012-12-26 22:00:00,1,0,1,3,9.84,9.85,93,30.0026
6374 | 2012-12-26 23:00:00,1,0,1,3,10.66,11.365,87,19.9995
6375 | 2012-12-27 00:00:00,1,0,1,3,10.66,11.365,87,19.9995
6376 | 2012-12-27 01:00:00,1,0,1,3,9.84,9.85,93,30.0026
6377 | 2012-12-27 02:00:00,1,0,1,2,9.84,9.85,87,30.0026
6378 | 2012-12-27 03:00:00,1,0,1,2,9.84,11.365,87,15.0013
6379 | 2012-12-27 04:00:00,1,0,1,2,9.84,10.605,87,22.0028
6380 | 2012-12-27 05:00:00,1,0,1,1,9.84,12.12,75,11.0014
6381 | 2012-12-27 06:00:00,1,0,1,1,9.84,9.85,70,32.9975
6382 | 2012-12-27 07:00:00,1,0,1,1,9.84,11.365,70,15.0013
6383 | 2012-12-27 08:00:00,1,0,1,1,10.66,11.365,65,23.9994
6384 | 2012-12-27 09:00:00,1,0,1,1,10.66,10.605,60,32.9975
6385 | 2012-12-27 10:00:00,1,0,1,1,11.48,11.365,56,35.0008
6386 | 2012-12-27 11:00:00,1,0,1,2,11.48,12.12,56,30.0026
6387 | 2012-12-27 12:00:00,1,0,1,1,12.3,13.635,49,31.0009
6388 | 2012-12-27 13:00:00,1,0,1,1,12.3,13.635,49,31.0009
6389 | 2012-12-27 14:00:00,1,0,1,2,10.66,10.605,56,35.0008
6390 | 2012-12-27 15:00:00,1,0,1,2,10.66,10.605,56,30.0026
6391 | 2012-12-27 16:00:00,1,0,1,2,10.66,12.12,52,19.0012
6392 | 2012-12-27 17:00:00,1,0,1,2,10.66,12.12,52,19.0012
6393 | 2012-12-27 18:00:00,1,0,1,2,9.84,11.365,60,16.9979
6394 | 2012-12-27 19:00:00,1,0,1,1,9.84,10.605,60,19.0012
6395 | 2012-12-27 20:00:00,1,0,1,1,9.84,12.12,60,11.0014
6396 | 2012-12-27 21:00:00,1,0,1,2,9.84,11.365,60,16.9979
6397 | 2012-12-27 22:00:00,1,0,1,2,9.84,10.605,60,19.0012
6398 | 2012-12-27 23:00:00,1,0,1,2,9.84,11.365,60,16.9979
6399 | 2012-12-28 00:00:00,1,0,1,2,9.84,12.12,60,11.0014
6400 | 2012-12-28 01:00:00,1,0,1,1,9.84,11.365,60,12.998
6401 | 2012-12-28 02:00:00,1,0,1,1,9.84,11.365,60,16.9979
6402 | 2012-12-28 03:00:00,1,0,1,2,9.84,12.12,60,11.0014
6403 | 2012-12-28 04:00:00,1,0,1,2,9.84,12.88,60,7.0015
6404 | 2012-12-28 05:00:00,1,0,1,2,9.84,12.88,60,6.0032
6405 | 2012-12-28 06:00:00,1,0,1,1,9.02,10.605,64,19.0012
6406 | 2012-12-28 07:00:00,1,0,1,1,9.02,11.365,64,11.0014
6407 | 2012-12-28 08:00:00,1,0,1,2,9.84,12.12,60,8.9981
6408 | 2012-12-28 09:00:00,1,0,1,2,9.84,10.605,60,19.0012
6409 | 2012-12-28 10:00:00,1,0,1,2,10.66,12.12,56,16.9979
6410 | 2012-12-28 11:00:00,1,0,1,2,11.48,13.635,52,15.0013
6411 | 2012-12-28 12:00:00,1,0,1,2,12.3,15.15,49,8.9981
6412 | 2012-12-28 13:00:00,1,0,1,2,12.3,15.15,49,8.9981
6413 | 2012-12-28 14:00:00,1,0,1,2,12.3,15.15,49,8.9981
6414 | 2012-12-28 15:00:00,1,0,1,2,12.3,15.91,49,0
6415 | 2012-12-28 16:00:00,1,0,1,1,12.3,15.15,49,8.9981
6416 | 2012-12-28 17:00:00,1,0,1,1,9.84,12.12,60,8.9981
6417 | 2012-12-28 18:00:00,1,0,1,1,9.84,12.12,60,8.9981
6418 | 2012-12-28 19:00:00,1,0,1,2,9.84,11.365,65,12.998
6419 | 2012-12-28 20:00:00,1,0,1,2,9.84,12.88,65,7.0015
6420 | 2012-12-28 21:00:00,1,0,1,2,9.84,12.12,70,8.9981
6421 | 2012-12-28 22:00:00,1,0,1,2,9.84,12.88,70,6.0032
6422 | 2012-12-28 23:00:00,1,0,1,2,9.84,12.88,65,6.0032
6423 | 2012-12-29 00:00:00,1,0,0,2,9.84,12.12,70,0
6424 | 2012-12-29 01:00:00,1,0,0,2,9.84,12.12,75,6.0032
6425 | 2012-12-29 02:00:00,1,0,0,2,9.84,12.12,70,0
6426 | 2012-12-29 03:00:00,1,0,0,2,9.84,12.12,75,0
6427 | 2012-12-29 04:00:00,1,0,0,2,9.84,12.12,75,6.0032
6428 | 2012-12-29 05:00:00,1,0,0,2,9.84,12.12,75,6.0032
6429 | 2012-12-29 06:00:00,1,0,0,2,10.66,12.12,70,7.0015
6430 | 2012-12-29 07:00:00,1,0,0,2,10.66,12.12,70,8.9981
6431 | 2012-12-29 08:00:00,1,0,0,2,10.66,12.12,81,0
6432 | 2012-12-29 09:00:00,1,0,0,2,10.66,12.12,81,0
6433 | 2012-12-29 10:00:00,1,0,0,3,10.66,12.12,81,8.9981
6434 | 2012-12-29 11:00:00,1,0,0,3,8.2,12.12,93,6.0032
6435 | 2012-12-29 12:00:00,1,0,0,3,8.2,12.12,100,0
6436 | 2012-12-29 13:00:00,1,0,0,3,8.2,12.12,100,0
6437 | 2012-12-29 14:00:00,1,0,0,2,9.84,12.12,87,6.0032
6438 | 2012-12-29 15:00:00,1,0,0,2,9.84,12.12,87,0
6439 | 2012-12-29 16:00:00,1,0,0,1,12.3,12.12,75,7.0015
6440 | 2012-12-29 17:00:00,1,0,0,1,10.66,12.12,79,7.0015
6441 | 2012-12-29 18:00:00,1,0,0,1,12.3,12.12,70,12.998
6442 | 2012-12-29 19:00:00,1,0,0,2,12.3,12.12,61,16.9979
6443 | 2012-12-29 20:00:00,1,0,0,2,12.3,12.12,56,36.9974
6444 | 2012-12-29 21:00:00,1,0,0,2,11.48,12.12,56,32.9975
6445 | 2012-12-29 22:00:00,1,0,0,2,10.66,12.12,60,31.0009
6446 | 2012-12-29 23:00:00,1,0,0,2,10.66,12.12,60,0
6447 | 2012-12-30 00:00:00,1,0,0,2,10.66,12.88,60,11.0014
6448 | 2012-12-30 01:00:00,1,0,0,2,10.66,11.365,56,27.9993
6449 | 2012-12-30 02:00:00,1,0,0,2,10.66,12.12,56,19.0012
6450 | 2012-12-30 03:00:00,1,0,0,2,10.66,11.365,56,27.9993
6451 | 2012-12-30 04:00:00,1,0,0,2,10.66,12.88,56,15.0013
6452 | 2012-12-30 05:00:00,1,0,0,2,10.66,11.365,48,19.9995
6453 | 2012-12-30 06:00:00,1,0,0,2,9.84,9.85,52,27.9993
6454 | 2012-12-30 07:00:00,1,0,0,1,9.84,10.605,56,23.9994
6455 | 2012-12-30 08:00:00,1,0,0,1,9.84,9.85,52,31.0009
6456 | 2012-12-30 09:00:00,1,0,0,1,9.84,10.605,52,26.0027
6457 | 2012-12-30 10:00:00,1,0,0,1,10.66,10.605,41,39.0007
6458 | 2012-12-30 11:00:00,1,0,0,1,10.66,11.365,41,27.9993
6459 | 2012-12-30 12:00:00,1,0,0,1,11.48,11.365,36,39.0007
6460 | 2012-12-30 13:00:00,1,0,0,1,12.3,12.88,36,43.9989
6461 | 2012-12-30 14:00:00,1,0,0,1,12.3,13.635,36,31.0009
6462 | 2012-12-30 15:00:00,1,0,0,1,11.48,12.88,38,22.0028
6463 | 2012-12-30 16:00:00,1,0,0,1,11.48,12.12,38,27.9993
6464 | 2012-12-30 17:00:00,1,0,0,1,10.66,11.365,41,22.0028
6465 | 2012-12-30 18:00:00,1,0,0,2,9.84,10.605,44,19.9995
6466 | 2012-12-30 19:00:00,1,0,0,1,13.94,18.18,61,0
6467 | 2012-12-30 20:00:00,1,0,0,1,9.02,9.85,47,22.0028
6468 | 2012-12-30 21:00:00,1,0,0,1,8.2,10.605,51,11.0014
6469 | 2012-12-30 22:00:00,1,0,0,1,8.2,9.85,55,12.998
6470 | 2012-12-30 23:00:00,1,0,0,1,8.2,9.85,51,15.0013
6471 | 2012-12-31 00:00:00,1,0,1,1,7.38,9.09,55,12.998
6472 | 2012-12-31 01:00:00,1,0,1,1,7.38,9.09,55,12.998
6473 | 2012-12-31 02:00:00,1,0,1,1,6.56,8.335,59,11.0014
6474 | 2012-12-31 03:00:00,1,0,1,1,6.56,9.09,59,7.0015
6475 | 2012-12-31 04:00:00,1,0,1,1,5.74,8.335,69,7.0015
6476 | 2012-12-31 05:00:00,1,0,1,1,6.56,7.575,64,12.998
6477 | 2012-12-31 06:00:00,1,0,1,1,6.56,8.335,64,11.0014
6478 | 2012-12-31 07:00:00,1,0,1,1,6.56,9.09,64,8.9981
6479 | 2012-12-31 08:00:00,1,0,1,1,5.74,7.575,69,8.9981
6480 | 2012-12-31 09:00:00,1,0,1,2,7.38,10.605,64,7.0015
6481 | 2012-12-31 10:00:00,1,0,1,2,8.2,10.605,69,8.9981
6482 | 2012-12-31 11:00:00,1,0,1,2,9.02,11.365,60,12.998
6483 | 2012-12-31 12:00:00,1,0,1,2,9.84,11.365,56,12.998
6484 | 2012-12-31 13:00:00,1,0,1,2,10.66,12.88,44,11.0014
6485 | 2012-12-31 14:00:00,1,0,1,2,11.48,13.635,45,15.0013
6486 | 2012-12-31 15:00:00,1,0,1,2,11.48,14.395,45,8.9981
6487 | 2012-12-31 16:00:00,1,0,1,2,10.66,12.88,48,12.998
6488 | 2012-12-31 17:00:00,1,0,1,2,10.66,14.395,48,6.0032
6489 | 2012-12-31 18:00:00,1,0,1,2,10.66,13.635,48,8.9981
6490 | 2012-12-31 19:00:00,1,0,1,2,10.66,12.88,60,11.0014
6491 | 2012-12-31 20:00:00,1,0,1,2,10.66,12.88,60,11.0014
6492 | 2012-12-31 21:00:00,1,0,1,1,10.66,12.88,60,11.0014
6493 | 2012-12-31 22:00:00,1,0,1,1,10.66,13.635,56,8.9981
6494 | 2012-12-31 23:00:00,1,0,1,1,10.66,13.635,65,8.9981
6495 | 


--------------------------------------------------------------------------------
/bike_sharing_demand/train.csv:
--------------------------------------------------------------------------------
    1 | datetime,season,holiday,workingday,weather,temp,atemp,humidity,windspeed,casual,registered,count
    2 | 2011-01-01 00:00:00,1,0,0,1,9.84,14.395,81,0,3,13,16
    3 | 2011-01-01 01:00:00,1,0,0,1,9.02,13.635,80,0,8,32,40
    4 | 2011-01-01 02:00:00,1,0,0,1,9.02,13.635,80,0,5,27,32
    5 | 2011-01-01 03:00:00,1,0,0,1,9.84,14.395,75,0,3,10,13
    6 | 2011-01-01 04:00:00,1,0,0,1,9.84,14.395,75,0,0,1,1
    7 | 2011-01-01 05:00:00,1,0,0,2,9.84,12.88,75,6.0032,0,1,1
    8 | 2011-01-01 06:00:00,1,0,0,1,9.02,13.635,80,0,2,0,2
    9 | 2011-01-01 07:00:00,1,0,0,1,8.2,12.88,86,0,1,2,3
   10 | 2011-01-01 08:00:00,1,0,0,1,9.84,14.395,75,0,1,7,8
   11 | 2011-01-01 09:00:00,1,0,0,1,13.12,17.425,76,0,8,6,14
   12 | 2011-01-01 10:00:00,1,0,0,1,15.58,19.695,76,16.9979,12,24,36
   13 | 2011-01-01 11:00:00,1,0,0,1,14.76,16.665,81,19.0012,26,30,56
   14 | 2011-01-01 12:00:00,1,0,0,1,17.22,21.21,77,19.0012,29,55,84
   15 | 2011-01-01 13:00:00,1,0,0,2,18.86,22.725,72,19.9995,47,47,94
   16 | 2011-01-01 14:00:00,1,0,0,2,18.86,22.725,72,19.0012,35,71,106
   17 | 2011-01-01 15:00:00,1,0,0,2,18.04,21.97,77,19.9995,40,70,110
   18 | 2011-01-01 16:00:00,1,0,0,2,17.22,21.21,82,19.9995,41,52,93
   19 | 2011-01-01 17:00:00,1,0,0,2,18.04,21.97,82,19.0012,15,52,67
   20 | 2011-01-01 18:00:00,1,0,0,3,17.22,21.21,88,16.9979,9,26,35
   21 | 2011-01-01 19:00:00,1,0,0,3,17.22,21.21,88,16.9979,6,31,37
   22 | 2011-01-01 20:00:00,1,0,0,2,16.4,20.455,87,16.9979,11,25,36
   23 | 2011-01-01 21:00:00,1,0,0,2,16.4,20.455,87,12.998,3,31,34
   24 | 2011-01-01 22:00:00,1,0,0,2,16.4,20.455,94,15.0013,11,17,28
   25 | 2011-01-01 23:00:00,1,0,0,2,18.86,22.725,88,19.9995,15,24,39
   26 | 2011-01-02 00:00:00,1,0,0,2,18.86,22.725,88,19.9995,4,13,17
   27 | 2011-01-02 01:00:00,1,0,0,2,18.04,21.97,94,16.9979,1,16,17
   28 | 2011-01-02 02:00:00,1,0,0,2,17.22,21.21,100,19.0012,1,8,9
   29 | 2011-01-02 03:00:00,1,0,0,2,18.86,22.725,94,12.998,2,4,6
   30 | 2011-01-02 04:00:00,1,0,0,2,18.86,22.725,94,12.998,2,1,3
   31 | 2011-01-02 06:00:00,1,0,0,3,17.22,21.21,77,19.9995,0,2,2
   32 | 2011-01-02 07:00:00,1,0,0,2,16.4,20.455,76,12.998,0,1,1
   33 | 2011-01-02 08:00:00,1,0,0,3,16.4,20.455,71,15.0013,0,8,8
   34 | 2011-01-02 09:00:00,1,0,0,2,15.58,19.695,76,15.0013,1,19,20
   35 | 2011-01-02 10:00:00,1,0,0,2,14.76,17.425,81,15.0013,7,46,53
   36 | 2011-01-02 11:00:00,1,0,0,2,14.76,16.665,71,16.9979,16,54,70
   37 | 2011-01-02 12:00:00,1,0,0,2,14.76,16.665,66,19.9995,20,73,93
   38 | 2011-01-02 13:00:00,1,0,0,2,14.76,17.425,66,8.9981,11,64,75
   39 | 2011-01-02 14:00:00,1,0,0,3,14.76,17.425,76,12.998,4,55,59
   40 | 2011-01-02 15:00:00,1,0,0,3,13.94,16.665,81,11.0014,19,55,74
   41 | 2011-01-02 16:00:00,1,0,0,3,13.94,16.665,71,11.0014,9,67,76
   42 | 2011-01-02 17:00:00,1,0,0,1,13.94,16.665,57,12.998,7,58,65
   43 | 2011-01-02 18:00:00,1,0,0,2,14.76,16.665,46,22.0028,10,43,53
   44 | 2011-01-02 19:00:00,1,0,0,1,13.12,14.395,42,30.0026,1,29,30
   45 | 2011-01-02 20:00:00,1,0,0,1,12.3,13.635,39,23.9994,5,17,22
   46 | 2011-01-02 21:00:00,1,0,0,1,10.66,11.365,44,22.0028,11,20,31
   47 | 2011-01-02 22:00:00,1,0,0,1,9.84,10.605,44,19.9995,0,9,9
   48 | 2011-01-02 23:00:00,1,0,0,1,9.02,11.365,47,11.0014,0,8,8
   49 | 2011-01-03 00:00:00,1,0,1,1,9.02,9.85,44,23.9994,0,5,5
   50 | 2011-01-03 01:00:00,1,0,1,1,8.2,8.335,44,27.9993,0,2,2
   51 | 2011-01-03 04:00:00,1,0,1,1,6.56,6.82,47,26.0027,0,1,1
   52 | 2011-01-03 05:00:00,1,0,1,1,6.56,6.82,47,19.0012,0,3,3
   53 | 2011-01-03 06:00:00,1,0,1,1,5.74,5.305,50,26.0027,0,30,30
   54 | 2011-01-03 07:00:00,1,0,1,1,5.74,6.82,50,12.998,1,63,64
   55 | 2011-01-03 08:00:00,1,0,1,1,5.74,6.06,50,19.0012,1,153,154
   56 | 2011-01-03 09:00:00,1,0,1,1,6.56,6.82,43,26.0027,7,81,88
   57 | 2011-01-03 10:00:00,1,0,1,1,7.38,8.335,43,16.9979,11,33,44
   58 | 2011-01-03 11:00:00,1,0,1,1,8.2,9.09,40,22.0028,10,41,51
   59 | 2011-01-03 12:00:00,1,0,1,1,9.02,10.605,35,19.9995,13,48,61
   60 | 2011-01-03 13:00:00,1,0,1,1,9.84,10.605,35,19.0012,8,53,61
   61 | 2011-01-03 14:00:00,1,0,1,1,10.66,12.12,30,19.0012,11,66,77
   62 | 2011-01-03 15:00:00,1,0,1,1,10.66,12.12,30,16.9979,14,58,72
   63 | 2011-01-03 16:00:00,1,0,1,1,10.66,12.12,30,16.9979,9,67,76
   64 | 2011-01-03 17:00:00,1,0,1,1,9.84,11.365,30,15.0013,11,146,157
   65 | 2011-01-03 18:00:00,1,0,1,1,9.84,12.88,32,7.0015,9,148,157
   66 | 2011-01-03 19:00:00,1,0,1,1,8.2,12.88,47,0,8,102,110
   67 | 2011-01-03 20:00:00,1,0,1,1,8.2,11.365,47,7.0015,3,49,52
   68 | 2011-01-03 21:00:00,1,0,1,1,7.38,9.85,64,8.9981,3,49,52
   69 | 2011-01-03 22:00:00,1,0,1,1,5.74,7.575,69,8.9981,0,20,20
   70 | 2011-01-03 23:00:00,1,0,1,1,7.38,10.605,55,7.0015,1,11,12
   71 | 2011-01-04 00:00:00,1,0,1,1,6.56,9.09,55,7.0015,0,5,5
   72 | 2011-01-04 01:00:00,1,0,1,1,6.56,9.09,59,7.0015,0,2,2
   73 | 2011-01-04 02:00:00,1,0,1,1,5.74,7.575,63,8.9981,0,1,1
   74 | 2011-01-04 04:00:00,1,0,1,1,5.74,9.09,63,6.0032,0,2,2
   75 | 2011-01-04 05:00:00,1,0,1,1,4.92,7.575,68,7.0015,0,4,4
   76 | 2011-01-04 06:00:00,1,0,1,1,4.92,7.575,74,7.0015,0,36,36
   77 | 2011-01-04 07:00:00,1,0,1,1,4.92,7.575,74,8.9981,2,92,94
   78 | 2011-01-04 08:00:00,1,0,1,1,5.74,7.575,69,11.0014,2,177,179
   79 | 2011-01-04 09:00:00,1,0,1,1,6.56,7.575,64,15.0013,2,98,100
   80 | 2011-01-04 10:00:00,1,0,1,2,6.56,6.82,69,22.0028,5,37,42
   81 | 2011-01-04 11:00:00,1,0,1,1,9.02,10.605,51,19.9995,7,50,57
   82 | 2011-01-04 12:00:00,1,0,1,1,9.02,11.365,51,11.0014,12,66,78
   83 | 2011-01-04 13:00:00,1,0,1,1,9.84,11.365,56,12.998,18,79,97
   84 | 2011-01-04 14:00:00,1,0,1,1,10.66,12.88,52,15.0013,9,54,63
   85 | 2011-01-04 15:00:00,1,0,1,1,11.48,13.635,52,16.9979,17,48,65
   86 | 2011-01-04 16:00:00,1,0,1,1,12.3,14.395,49,16.9979,15,68,83
   87 | 2011-01-04 17:00:00,1,0,1,1,11.48,13.635,48,15.0013,10,202,212
   88 | 2011-01-04 18:00:00,1,0,1,1,10.66,12.88,48,12.998,3,179,182
   89 | 2011-01-04 19:00:00,1,0,1,1,9.84,12.88,48,7.0015,2,110,112
   90 | 2011-01-04 20:00:00,1,0,1,1,9.84,12.88,48,7.0015,1,53,54
   91 | 2011-01-04 21:00:00,1,0,1,1,9.02,13.635,64,0,0,48,48
   92 | 2011-01-04 22:00:00,1,0,1,1,9.02,12.88,64,6.0032,1,34,35
   93 | 2011-01-04 23:00:00,1,0,1,1,8.2,11.365,69,6.0032,2,9,11
   94 | 2011-01-05 00:00:00,1,0,1,1,8.2,12.88,64,0,0,6,6
   95 | 2011-01-05 01:00:00,1,0,1,1,6.56,9.85,74,6.0032,0,6,6
   96 | 2011-01-05 02:00:00,1,0,1,1,6.56,9.85,74,6.0032,0,2,2
   97 | 2011-01-05 04:00:00,1,0,1,1,9.84,11.365,48,15.0013,0,2,2
   98 | 2011-01-05 05:00:00,1,0,1,1,9.02,11.365,47,11.0014,0,3,3
   99 | 2011-01-05 06:00:00,1,0,1,1,8.2,9.85,47,15.0013,0,33,33
  100 | 2011-01-05 07:00:00,1,0,1,1,7.38,9.09,43,12.998,1,87,88
  101 | 2011-01-05 08:00:00,1,0,1,1,8.2,9.09,40,19.9995,3,192,195
  102 | 2011-01-05 09:00:00,1,0,1,1,9.02,9.85,37,22.0028,6,109,115
  103 | 2011-01-05 10:00:00,1,0,1,1,9.02,9.85,37,22.0028,4,53,57
  104 | 2011-01-05 11:00:00,1,0,1,1,10.66,11.365,33,22.0028,12,34,46
  105 | 2011-01-05 12:00:00,1,0,1,1,10.66,11.365,33,22.0028,5,74,79
  106 | 2011-01-05 13:00:00,1,0,1,1,11.48,12.88,30,19.9995,6,65,71
  107 | 2011-01-05 14:00:00,1,0,1,1,12.3,14.395,28,12.998,10,52,62
  108 | 2011-01-05 15:00:00,1,0,1,1,12.3,14.395,28,12.998,7,55,62
  109 | 2011-01-05 16:00:00,1,0,1,1,12.3,15.91,28,6.0032,4,85,89
  110 | 2011-01-05 17:00:00,1,0,1,1,9.84,11.365,38,12.998,4,186,190
  111 | 2011-01-05 18:00:00,1,0,1,1,9.84,12.12,38,8.9981,3,166,169
  112 | 2011-01-05 19:00:00,1,0,1,1,9.84,12.88,38,7.0015,5,127,132
  113 | 2011-01-05 20:00:00,1,0,1,1,9.02,11.365,47,11.0014,7,82,89
  114 | 2011-01-05 21:00:00,1,0,1,1,8.2,9.85,51,12.998,3,40,43
  115 | 2011-01-05 22:00:00,1,0,1,1,7.38,9.85,55,8.9981,1,41,42
  116 | 2011-01-05 23:00:00,1,0,1,1,8.2,12.88,47,0,1,18,19
  117 | 2011-01-06 00:00:00,1,0,1,1,7.38,12.12,55,0,0,11,11
  118 | 2011-01-06 01:00:00,1,0,1,1,6.56,11.365,64,0,0,4,4
  119 | 2011-01-06 02:00:00,1,0,1,1,6.56,11.365,64,0,0,2,2
  120 | 2011-01-06 04:00:00,1,0,1,2,6.56,9.85,64,6.0032,0,1,1
  121 | 2011-01-06 05:00:00,1,0,1,2,5.74,9.09,69,6.0032,0,4,4
  122 | 2011-01-06 06:00:00,1,0,1,2,5.74,8.335,63,7.0015,0,36,36
  123 | 2011-01-06 07:00:00,1,0,1,2,6.56,11.365,59,0,0,95,95
  124 | 2011-01-06 08:00:00,1,0,1,1,6.56,11.365,59,0,3,216,219
  125 | 2011-01-06 09:00:00,1,0,1,2,7.38,12.12,51,0,6,116,122
  126 | 2011-01-06 10:00:00,1,0,1,1,8.2,12.88,47,0,3,42,45
  127 | 2011-01-06 11:00:00,1,0,1,1,9.02,12.88,44,6.0032,2,57,59
  128 | 2011-01-06 12:00:00,1,0,1,1,10.66,14.395,35,0,6,78,84
  129 | 2011-01-06 13:00:00,1,0,1,1,10.66,13.635,35,7.0015,12,55,67
  130 | 2011-01-06 14:00:00,1,0,1,1,11.48,13.635,36,11.0014,11,59,70
  131 | 2011-01-06 15:00:00,1,0,1,1,11.48,13.635,36,0,8,54,62
  132 | 2011-01-06 16:00:00,1,0,1,1,10.66,12.88,38,11.0014,12,74,86
  133 | 2011-01-06 17:00:00,1,0,1,1,9.02,11.365,51,11.0014,9,163,172
  134 | 2011-01-06 18:00:00,1,0,1,1,9.02,11.365,51,8.9981,5,158,163
  135 | 2011-01-06 19:00:00,1,0,1,1,9.02,12.88,55,6.0032,3,109,112
  136 | 2011-01-06 20:00:00,1,0,1,1,8.2,10.605,51,11.0014,3,66,69
  137 | 2011-01-06 21:00:00,1,0,1,2,9.02,10.605,55,15.0013,0,48,48
  138 | 2011-01-06 22:00:00,1,0,1,2,9.02,10.605,51,19.0012,1,51,52
  139 | 2011-01-06 23:00:00,1,0,1,2,8.2,9.85,59,12.998,4,19,23
  140 | 2011-01-07 00:00:00,1,0,1,2,8.2,9.85,64,12.998,4,13,17
  141 | 2011-01-07 01:00:00,1,0,1,2,8.2,9.85,69,15.0013,2,5,7
  142 | 2011-01-07 02:00:00,1,0,1,2,8.2,9.85,69,15.0013,0,1,1
  143 | 2011-01-07 04:00:00,1,0,1,2,8.2,10.605,69,8.9981,0,1,1
  144 | 2011-01-07 05:00:00,1,0,1,3,9.02,13.635,55,0,0,5,5
  145 | 2011-01-07 06:00:00,1,0,1,2,8.2,12.88,69,0,8,26,34
  146 | 2011-01-07 07:00:00,1,0,1,1,8.2,10.605,69,8.9981,8,76,84
  147 | 2011-01-07 08:00:00,1,0,1,1,8.2,9.85,51,16.9979,20,190,210
  148 | 2011-01-07 09:00:00,1,0,1,1,8.2,9.09,47,19.9995,9,125,134
  149 | 2011-01-07 10:00:00,1,0,1,1,9.02,9.85,37,22.0028,16,47,63
  150 | 2011-01-07 11:00:00,1,0,1,2,8.2,9.85,40,15.0013,19,48,67
  151 | 2011-01-07 12:00:00,1,0,1,2,8.2,9.85,37,16.9979,9,50,59
  152 | 2011-01-07 13:00:00,1,0,1,2,8.2,9.09,37,19.0012,9,64,73
  153 | 2011-01-07 14:00:00,1,0,1,2,8.2,9.85,40,16.9979,7,43,50
  154 | 2011-01-07 15:00:00,1,0,1,2,8.2,10.605,37,11.0014,9,63,72
  155 | 2011-01-07 16:00:00,1,0,1,2,8.2,10.605,37,11.0014,5,82,87
  156 | 2011-01-07 17:00:00,1,0,1,2,8.2,12.88,37,0,9,178,187
  157 | 2011-01-07 18:00:00,1,0,1,1,8.2,11.365,40,6.0032,7,116,123
  158 | 2011-01-07 19:00:00,1,0,1,1,6.56,9.85,55,6.0032,3,92,95
  159 | 2011-01-07 20:00:00,1,0,1,1,7.38,10.605,47,7.0015,1,50,51
  160 | 2011-01-07 21:00:00,1,0,1,1,7.38,9.85,47,8.9981,0,39,39
  161 | 2011-01-07 22:00:00,1,0,1,2,7.38,9.85,43,11.0014,2,34,36
  162 | 2011-01-07 23:00:00,1,0,1,2,7.38,9.85,51,11.0014,1,14,15
  163 | 2011-01-08 00:00:00,1,0,0,2,7.38,9.85,51,11.0014,1,24,25
  164 | 2011-01-08 01:00:00,1,0,0,2,7.38,10.605,55,6.0032,1,15,16
  165 | 2011-01-08 02:00:00,1,0,0,2,7.38,12.12,55,0,3,13,16
  166 | 2011-01-08 03:00:00,1,0,0,3,7.38,9.85,55,11.0014,0,7,7
  167 | 2011-01-08 04:00:00,1,0,0,3,7.38,9.85,55,11.0014,0,1,1
  168 | 2011-01-08 05:00:00,1,0,0,2,6.56,8.335,74,11.0014,0,5,5
  169 | 2011-01-08 06:00:00,1,0,0,2,6.56,8.335,74,11.0014,0,2,2
  170 | 2011-01-08 07:00:00,1,0,0,2,6.56,9.09,74,7.0015,1,8,9
  171 | 2011-01-08 08:00:00,1,0,0,3,6.56,9.09,93,7.0015,0,15,15
  172 | 2011-01-08 09:00:00,1,0,0,3,6.56,9.09,93,7.0015,0,20,20
  173 | 2011-01-08 10:00:00,1,0,0,2,7.38,9.85,80,11.0014,5,56,61
  174 | 2011-01-08 11:00:00,1,0,0,2,8.2,9.09,69,26.0027,2,60,62
  175 | 2011-01-08 12:00:00,1,0,0,2,8.2,9.09,59,23.9994,8,90,98
  176 | 2011-01-08 13:00:00,1,0,0,1,8.2,9.09,44,22.0028,7,95,102
  177 | 2011-01-08 14:00:00,1,0,0,1,8.2,8.335,32,32.9975,12,83,95
  178 | 2011-01-08 15:00:00,1,0,0,1,8.2,8.335,32,30.0026,5,69,74
  179 | 2011-01-08 16:00:00,1,0,0,1,7.38,6.82,29,30.0026,8,68,76
  180 | 2011-01-08 17:00:00,1,0,0,1,6.56,6.06,37,36.9974,5,64,69
  181 | 2011-01-08 18:00:00,1,0,0,1,5.74,6.06,39,19.9995,3,52,55
  182 | 2011-01-08 19:00:00,1,0,0,1,5.74,6.06,36,16.9979,4,26,30
  183 | 2011-01-08 20:00:00,1,0,0,1,4.92,6.06,36,16.9979,0,28,28
  184 | 2011-01-08 21:00:00,1,0,0,1,4.92,5.305,39,23.9994,2,35,37
  185 | 2011-01-08 22:00:00,1,0,0,1,4.92,5.305,36,26.0027,1,33,34
  186 | 2011-01-08 23:00:00,1,0,0,1,4.1,3.03,39,30.0026,0,22,22
  187 | 2011-01-09 00:00:00,1,0,0,1,4.1,3.79,42,26.0027,1,24,25
  188 | 2011-01-09 01:00:00,1,0,0,1,4.1,3.03,42,31.0009,0,12,12
  189 | 2011-01-09 02:00:00,1,0,0,1,4.1,3.03,46,31.0009,0,11,11
  190 | 2011-01-09 03:00:00,1,0,0,1,4.1,3.79,46,27.9993,0,4,4
  191 | 2011-01-09 04:00:00,1,0,0,1,3.28,4.545,53,12.998,0,1,1
  192 | 2011-01-09 05:00:00,1,0,0,1,3.28,4.545,53,12.998,0,1,1
  193 | 2011-01-09 06:00:00,1,0,0,1,4.1,4.545,49,19.0012,0,1,1
  194 | 2011-01-09 07:00:00,1,0,0,1,3.28,4.545,53,12.998,1,5,6
  195 | 2011-01-09 08:00:00,1,0,0,1,4.1,4.545,49,19.0012,0,10,10
  196 | 2011-01-09 09:00:00,1,0,0,1,4.92,3.79,46,35.0008,0,19,19
  197 | 2011-01-09 10:00:00,1,0,0,1,5.74,5.305,43,26.0027,0,49,49
  198 | 2011-01-09 11:00:00,1,0,0,1,6.56,6.06,40,35.0008,2,47,49
  199 | 2011-01-09 12:00:00,1,0,0,1,7.38,6.82,37,30.0026,4,79,83
  200 | 2011-01-09 13:00:00,1,0,0,1,8.2,8.335,34,30.0026,6,69,75
  201 | 2011-01-09 14:00:00,1,0,0,1,9.02,9.09,32,31.0009,8,64,72
  202 | 2011-01-09 15:00:00,1,0,0,1,9.02,9.85,35,23.9994,5,77,82
  203 | 2011-01-09 16:00:00,1,0,0,1,8.2,8.335,34,30.0026,13,79,92
  204 | 2011-01-09 17:00:00,1,0,0,1,7.38,7.575,37,26.0027,3,59,62
  205 | 2011-01-09 18:00:00,1,0,0,1,6.56,6.82,40,22.0028,4,44,48
  206 | 2011-01-09 19:00:00,1,0,0,1,6.56,6.82,43,22.0028,1,40,41
  207 | 2011-01-09 20:00:00,1,0,0,1,5.74,6.06,46,16.9979,0,38,38
  208 | 2011-01-09 21:00:00,1,0,0,1,5.74,5.305,46,27.9993,1,19,20
  209 | 2011-01-09 22:00:00,1,0,0,1,5.74,6.06,46,19.9995,5,10,15
  210 | 2011-01-09 23:00:00,1,0,0,1,4.92,6.82,50,12.998,0,6,6
  211 | 2011-01-10 00:00:00,1,0,1,1,4.92,6.06,50,19.0012,2,3,5
  212 | 2011-01-10 01:00:00,1,0,1,1,4.92,6.06,50,19.0012,1,0,1
  213 | 2011-01-10 02:00:00,1,0,1,1,4.92,6.06,50,15.0013,0,3,3
  214 | 2011-01-10 03:00:00,1,0,1,1,4.92,6.06,50,15.0013,0,1,1
  215 | 2011-01-10 04:00:00,1,0,1,1,4.1,6.06,54,8.9981,1,2,3
  216 | 2011-01-10 05:00:00,1,0,1,1,4.1,5.305,54,16.9979,0,3,3
  217 | 2011-01-10 06:00:00,1,0,1,1,4.92,6.06,50,19.0012,0,31,31
  218 | 2011-01-10 07:00:00,1,0,1,1,4.92,6.06,50,15.0013,2,75,77
  219 | 2011-01-10 08:00:00,1,0,1,2,4.92,6.06,50,19.0012,4,184,188
  220 | 2011-01-10 09:00:00,1,0,1,2,5.74,6.06,50,16.9979,2,92,94
  221 | 2011-01-10 10:00:00,1,0,1,2,5.74,6.06,50,19.9995,0,31,31
  222 | 2011-01-10 11:00:00,1,0,1,2,6.56,6.82,47,19.0012,2,28,30
  223 | 2011-01-10 12:00:00,1,0,1,2,8.2,9.09,40,19.0012,5,47,52
  224 | 2011-01-10 13:00:00,1,0,1,2,8.2,9.09,40,19.0012,4,50,54
  225 | 2011-01-10 14:00:00,1,0,1,2,8.2,9.85,40,15.0013,0,47,47
  226 | 2011-01-10 15:00:00,1,0,1,2,8.2,9.85,40,15.0013,2,43,45
  227 | 2011-01-10 16:00:00,1,0,1,1,8.2,10.605,40,8.9981,4,70,74
  228 | 2011-01-10 17:00:00,1,0,1,1,8.2,11.365,40,7.0015,4,174,178
  229 | 2011-01-10 18:00:00,1,0,1,1,8.2,9.85,40,15.0013,1,154,155
  230 | 2011-01-10 19:00:00,1,0,1,1,6.56,8.335,47,11.0014,3,92,95
  231 | 2011-01-10 20:00:00,1,0,1,1,6.56,8.335,50,11.0014,1,73,74
  232 | 2011-01-10 21:00:00,1,0,1,1,5.74,6.82,59,12.998,1,37,38
  233 | 2011-01-10 22:00:00,1,0,1,1,5.74,7.575,59,11.0014,2,22,24
  234 | 2011-01-10 23:00:00,1,0,1,1,5.74,7.575,59,11.0014,0,18,18
  235 | 2011-01-11 00:00:00,1,0,1,1,5.74,8.335,59,7.0015,2,10,12
  236 | 2011-01-11 01:00:00,1,0,1,1,5.74,7.575,59,11.0014,0,3,3
  237 | 2011-01-11 02:00:00,1,0,1,2,6.56,7.575,55,12.998,0,3,3
  238 | 2011-01-11 05:00:00,1,0,1,2,6.56,9.09,55,8.9981,0,6,6
  239 | 2011-01-11 06:00:00,1,0,1,2,6.56,9.09,55,8.9981,0,27,27
  240 | 2011-01-11 07:00:00,1,0,1,2,6.56,11.365,55,0,2,97,99
  241 | 2011-01-11 08:00:00,1,0,1,2,7.38,10.605,51,6.0032,3,214,217
  242 | 2011-01-11 09:00:00,1,0,1,2,7.38,9.85,51,11.0014,3,127,130
  243 | 2011-01-11 10:00:00,1,0,1,2,8.2,10.605,51,11.0014,3,51,54
  244 | 2011-01-11 11:00:00,1,0,1,2,8.2,10.605,47,8.9981,4,31,35
  245 | 2011-01-11 12:00:00,1,0,1,2,8.2,11.365,51,7.0015,2,55,57
  246 | 2011-01-11 13:00:00,1,0,1,2,8.2,11.365,59,6.0032,6,46,52
  247 | 2011-01-11 14:00:00,1,0,1,2,8.2,11.365,59,6.0032,3,60,63
  248 | 2011-01-11 15:00:00,1,0,1,2,6.56,9.85,80,6.0032,2,45,47
  249 | 2011-01-11 16:00:00,1,0,1,2,6.56,7.575,86,15.0013,4,72,76
  250 | 2011-01-11 17:00:00,1,0,1,2,6.56,7.575,86,15.0013,6,130,136
  251 | 2011-01-11 18:00:00,1,0,1,3,6.56,9.09,93,7.0015,1,94,95
  252 | 2011-01-11 19:00:00,1,0,1,3,6.56,11.365,93,0,0,51,51
  253 | 2011-01-11 20:00:00,1,0,1,3,6.56,7.575,93,12.998,0,32,32
  254 | 2011-01-11 21:00:00,1,0,1,3,6.56,9.85,86,6.0032,0,20,20
  255 | 2011-01-11 22:00:00,1,0,1,3,6.56,9.09,93,7.0015,1,28,29
  256 | 2011-01-11 23:00:00,1,0,1,3,6.56,9.85,93,6.0032,1,18,19
  257 | 2011-01-12 00:00:00,1,0,1,2,6.56,9.85,86,6.0032,0,7,7
  258 | 2011-01-12 01:00:00,1,0,1,2,6.56,9.09,86,7.0015,0,6,6
  259 | 2011-01-12 02:00:00,1,0,1,1,5.74,7.575,86,8.9981,0,1,1
  260 | 2011-01-12 05:00:00,1,0,1,1,5.74,7.575,86,11.0014,0,5,5
  261 | 2011-01-12 06:00:00,1,0,1,1,4.92,7.575,93,8.9981,0,16,16
  262 | 2011-01-12 07:00:00,1,0,1,1,5.74,7.575,69,8.9981,0,54,54
  263 | 2011-01-12 08:00:00,1,0,1,1,6.56,8.335,59,11.0014,3,125,128
  264 | 2011-01-12 09:00:00,1,0,1,1,6.56,6.82,59,22.0028,3,78,81
  265 | 2011-01-12 10:00:00,1,0,1,1,7.38,9.09,55,15.0013,0,39,39
  266 | 2011-01-12 11:00:00,1,0,1,1,8.2,9.09,51,26.0027,3,32,35
  267 | 2011-01-12 12:00:00,1,0,1,1,8.2,7.575,47,39.0007,3,52,55
  268 | 2011-01-12 13:00:00,1,0,1,1,9.02,9.85,44,23.9994,0,49,49
  269 | 2011-01-12 14:00:00,1,0,1,1,8.2,9.09,47,22.0028,0,44,44
  270 | 2011-01-12 15:00:00,1,0,1,1,8.2,8.335,47,27.9993,1,48,49
  271 | 2011-01-12 16:00:00,1,0,1,1,9.02,9.85,44,22.0028,5,63,68
  272 | 2011-01-12 17:00:00,1,0,1,1,8.2,9.09,47,23.9994,0,139,139
  273 | 2011-01-12 18:00:00,1,0,1,1,8.2,7.575,47,35.0008,2,135,137
  274 | 2011-01-12 19:00:00,1,0,1,1,7.38,7.575,47,27.9993,1,82,83
  275 | 2011-01-12 20:00:00,1,0,1,1,6.56,6.82,50,22.0028,2,54,56
  276 | 2011-01-12 21:00:00,1,0,1,1,6.56,6.82,55,22.0028,0,57,57
  277 | 2011-01-12 22:00:00,1,0,1,1,6.56,6.06,55,30.0026,1,32,33
  278 | 2011-01-12 23:00:00,1,0,1,1,5.74,5.305,59,27.9993,1,19,20
  279 | 2011-01-13 00:00:00,1,0,1,1,5.74,6.06,59,19.0012,1,6,7
  280 | 2011-01-13 01:00:00,1,0,1,1,5.74,6.06,50,19.0012,0,2,2
  281 | 2011-01-13 02:00:00,1,0,1,1,5.74,6.06,50,23.9994,0,2,2
  282 | 2011-01-13 03:00:00,1,0,1,1,5.74,6.06,50,22.0028,0,3,3
  283 | 2011-01-13 04:00:00,1,0,1,1,5.74,6.06,50,16.9979,0,4,4
  284 | 2011-01-13 05:00:00,1,0,1,1,5.74,6.06,50,19.9995,0,3,3
  285 | 2011-01-13 06:00:00,1,0,1,1,4.92,7.575,54,8.9981,0,28,28
  286 | 2011-01-13 07:00:00,1,0,1,1,4.92,7.575,54,8.9981,0,72,72
  287 | 2011-01-13 08:00:00,1,0,1,1,5.74,6.82,50,12.998,5,197,202
  288 | 2011-01-13 09:00:00,1,0,1,1,5.74,6.06,50,22.0028,2,137,139
  289 | 2011-01-13 10:00:00,1,0,1,2,6.56,6.82,50,23.9994,2,36,38
  290 | 2011-01-13 11:00:00,1,0,1,2,8.2,8.335,44,30.0026,4,33,37
  291 | 2011-01-13 12:00:00,1,0,1,1,8.2,8.335,44,27.9993,3,49,52
  292 | 2011-01-13 13:00:00,1,0,1,1,9.02,9.85,41,30.0026,2,81,83
  293 | 2011-01-13 14:00:00,1,0,1,1,9.02,9.85,41,26.0027,3,39,42
  294 | 2011-01-13 15:00:00,1,0,1,1,9.84,10.605,38,19.9995,5,55,60
  295 | 2011-01-13 16:00:00,1,0,1,1,9.84,10.605,38,23.9994,2,76,78
  296 | 2011-01-13 17:00:00,1,0,1,1,8.2,9.09,40,19.0012,4,158,162
  297 | 2011-01-13 18:00:00,1,0,1,1,8.2,9.09,40,22.0028,3,141,144
  298 | 2011-01-13 19:00:00,1,0,1,1,6.56,7.575,47,16.9979,1,98,99
  299 | 2011-01-13 20:00:00,1,0,1,1,6.56,7.575,47,15.0013,0,64,64
  300 | 2011-01-13 21:00:00,1,0,1,1,5.74,6.06,46,19.9995,0,40,40
  301 | 2011-01-13 22:00:00,1,0,1,1,5.74,6.06,46,22.0028,0,30,30
  302 | 2011-01-13 23:00:00,1,0,1,1,4.92,6.82,50,12.998,1,14,15
  303 | 2011-01-14 00:00:00,1,0,1,1,4.92,6.82,50,12.998,0,14,14
  304 | 2011-01-14 01:00:00,1,0,1,1,4.1,6.06,54,11.0014,0,5,5
  305 | 2011-01-14 02:00:00,1,0,1,1,4.1,6.06,54,8.9981,0,1,1
  306 | 2011-01-14 03:00:00,1,0,1,1,4.1,6.82,54,7.0015,0,1,1
  307 | 2011-01-14 05:00:00,1,0,1,1,4.1,6.82,54,6.0032,0,8,8
  308 | 2011-01-14 06:00:00,1,0,1,1,4.1,9.09,54,0,0,17,17
  309 | 2011-01-14 07:00:00,1,0,1,1,4.1,6.06,74,11.0014,0,70,70
  310 | 2011-01-14 08:00:00,1,0,1,1,4.92,8.335,68,0,2,156,158
  311 | 2011-01-14 09:00:00,1,0,1,1,5.74,7.575,69,8.9981,0,117,117
  312 | 2011-01-14 10:00:00,1,0,1,1,7.38,9.09,55,12.998,4,40,44
  313 | 2011-01-14 11:00:00,1,0,1,1,7.38,8.335,51,19.0012,6,47,53
  314 | 2011-01-14 12:00:00,1,0,1,1,8.2,9.85,44,16.9979,2,59,61
  315 | 2011-01-14 13:00:00,1,0,1,1,9.02,9.85,37,26.0027,4,73,77
  316 | 2011-01-14 14:00:00,1,0,1,1,9.02,10.605,41,19.0012,5,59,64
  317 | 2011-01-14 15:00:00,1,0,1,1,9.84,12.12,38,11.0014,9,59,68
  318 | 2011-01-14 16:00:00,1,0,1,1,9.02,12.12,41,7.0015,3,87,90
  319 | 2011-01-14 17:00:00,1,0,1,1,9.02,11.365,41,11.0014,4,155,159
  320 | 2011-01-14 18:00:00,1,0,1,1,8.2,12.88,47,0,5,134,139
  321 | 2011-01-14 19:00:00,1,0,1,1,6.56,9.85,59,6.0032,3,89,92
  322 | 2011-01-14 20:00:00,1,0,1,1,7.38,12.12,59,0,0,68,68
  323 | 2011-01-14 21:00:00,1,0,1,1,6.56,11.365,69,0,4,48,52
  324 | 2011-01-14 22:00:00,1,0,1,2,6.56,11.365,69,0,2,34,36
  325 | 2011-01-14 23:00:00,1,0,1,2,7.38,12.12,55,0,1,26,27
  326 | 2011-01-15 00:00:00,1,0,0,1,7.38,12.12,55,0,3,25,28
  327 | 2011-01-15 01:00:00,1,0,0,2,6.56,9.85,59,6.0032,2,18,20
  328 | 2011-01-15 02:00:00,1,0,0,2,6.56,9.85,59,6.0032,0,12,12
  329 | 2011-01-15 03:00:00,1,0,0,2,6.56,11.365,59,0,1,7,8
  330 | 2011-01-15 04:00:00,1,0,0,2,6.56,11.365,59,0,0,5,5
  331 | 2011-01-15 05:00:00,1,0,0,1,6.56,11.365,59,0,0,1,1
  332 | 2011-01-15 06:00:00,1,0,0,1,5.74,8.335,63,7.0015,1,2,3
  333 | 2011-01-15 07:00:00,1,0,0,1,5.74,10.605,63,0,1,9,10
  334 | 2011-01-15 08:00:00,1,0,0,1,5.74,7.575,63,8.9981,1,22,23
  335 | 2011-01-15 09:00:00,1,0,0,1,6.56,9.09,64,8.9981,2,31,33
  336 | 2011-01-15 10:00:00,1,0,0,1,7.38,9.85,59,11.0014,2,57,59
  337 | 2011-01-15 11:00:00,1,0,0,1,8.2,9.85,55,15.0013,18,54,72
  338 | 2011-01-15 12:00:00,1,0,0,1,9.84,11.365,48,15.0013,15,74,89
  339 | 2011-01-15 13:00:00,1,0,0,1,11.48,12.88,38,19.9995,21,80,101
  340 | 2011-01-15 14:00:00,1,0,0,1,12.3,14.395,39,19.0012,26,92,118
  341 | 2011-01-15 15:00:00,1,0,0,2,13.12,15.91,36,12.998,21,108,129
  342 | 2011-01-15 16:00:00,1,0,0,2,13.94,16.665,34,12.998,33,95,128
  343 | 2011-01-15 17:00:00,1,0,0,2,13.12,15.15,36,19.0012,29,54,83
  344 | 2011-01-15 18:00:00,1,0,0,2,12.3,14.395,45,16.9979,15,69,84
  345 | 2011-01-15 19:00:00,1,0,0,2,13.12,15.15,39,16.9979,14,60,74
  346 | 2011-01-15 20:00:00,1,0,0,2,13.12,15.15,39,16.9979,6,35,41
  347 | 2011-01-15 21:00:00,1,0,0,2,13.12,15.15,39,15.0013,6,51,57
  348 | 2011-01-15 22:00:00,1,0,0,2,12.3,15.91,42,7.0015,0,26,26
  349 | 2011-01-15 23:00:00,1,0,0,1,12.3,14.395,45,19.0012,5,39,44
  350 | 2011-01-16 00:00:00,1,0,0,1,10.66,15.15,56,0,6,33,39
  351 | 2011-01-16 01:00:00,1,0,0,1,10.66,13.635,56,8.9981,4,19,23
  352 | 2011-01-16 02:00:00,1,0,0,1,10.66,14.395,56,6.0032,3,13,16
  353 | 2011-01-16 03:00:00,1,0,0,1,9.02,13.635,69,0,9,6,15
  354 | 2011-01-16 04:00:00,1,0,0,1,10.66,12.88,56,11.0014,0,1,1
  355 | 2011-01-16 05:00:00,1,0,0,2,10.66,12.88,56,11.0014,1,1,2
  356 | 2011-01-16 06:00:00,1,0,0,2,10.66,12.88,56,11.0014,0,1,1
  357 | 2011-01-16 07:00:00,1,0,0,2,9.84,10.605,56,19.9995,0,3,3
  358 | 2011-01-16 08:00:00,1,0,0,1,9.02,10.605,55,19.0012,0,18,18
  359 | 2011-01-16 09:00:00,1,0,0,1,9.02,10.605,51,16.9979,3,29,32
  360 | 2011-01-16 10:00:00,1,0,0,1,9.02,10.605,51,19.0012,8,71,79
  361 | 2011-01-16 11:00:00,1,0,0,1,9.84,11.365,44,16.9979,23,70,93
  362 | 2011-01-16 12:00:00,1,0,0,1,9.84,10.605,41,19.0012,29,75,104
  363 | 2011-01-16 13:00:00,1,0,0,1,10.66,11.365,35,19.9995,23,95,118
  364 | 2011-01-16 14:00:00,1,0,0,1,11.48,13.635,36,16.9979,22,69,91
  365 | 2011-01-16 15:00:00,1,0,0,1,10.66,12.12,38,16.9979,35,78,113
  366 | 2011-01-16 16:00:00,1,0,0,1,9.84,11.365,38,15.0013,22,77,99
  367 | 2011-01-16 17:00:00,1,0,0,1,9.02,10.605,37,16.9979,23,82,105
  368 | 2011-01-16 18:00:00,1,0,0,1,8.2,10.605,40,11.0014,11,56,67
  369 | 2011-01-16 19:00:00,1,0,0,1,7.38,9.85,47,8.9981,14,47,61
  370 | 2011-01-16 20:00:00,1,0,0,1,7.38,9.85,47,11.0014,7,50,57
  371 | 2011-01-16 21:00:00,1,0,0,1,7.38,9.85,51,11.0014,6,22,28
  372 | 2011-01-16 22:00:00,1,0,0,2,8.2,10.605,49,8.9981,2,19,21
  373 | 2011-01-16 23:00:00,1,0,0,2,8.2,11.365,40,7.0015,0,18,18
  374 | 2011-01-17 00:00:00,1,1,0,2,8.2,9.85,47,15.0013,1,16,17
  375 | 2011-01-17 01:00:00,1,1,0,2,8.2,9.85,44,12.998,1,15,16
  376 | 2011-01-17 02:00:00,1,1,0,2,7.38,8.335,43,16.9979,0,8,8
  377 | 2011-01-17 03:00:00,1,1,0,2,7.38,9.09,43,12.998,0,2,2
  378 | 2011-01-17 04:00:00,1,1,0,2,7.38,9.85,43,8.9981,1,2,3
  379 | 2011-01-17 05:00:00,1,1,0,2,7.38,9.85,43,11.0014,0,1,1
  380 | 2011-01-17 06:00:00,1,1,0,2,7.38,9.09,43,12.998,0,5,5
  381 | 2011-01-17 07:00:00,1,1,0,2,6.56,9.09,50,8.9981,4,9,13
  382 | 2011-01-17 08:00:00,1,1,0,2,6.56,7.575,47,15.0013,3,30,33
  383 | 2011-01-17 09:00:00,1,1,0,2,6.56,7.575,47,15.0013,8,39,47
  384 | 2011-01-17 10:00:00,1,1,0,2,6.56,7.575,50,16.9979,7,50,57
  385 | 2011-01-17 11:00:00,1,1,0,2,6.56,7.575,55,12.998,9,55,64
  386 | 2011-01-17 12:00:00,1,1,0,2,7.38,9.85,47,8.9981,10,70,80
  387 | 2011-01-17 13:00:00,1,1,0,2,7.38,9.85,47,8.9981,13,80,93
  388 | 2011-01-17 14:00:00,1,1,0,2,7.38,10.605,43,7.0015,12,74,86
  389 | 2011-01-17 15:00:00,1,1,0,2,8.2,10.605,47,11.0014,21,72,93
  390 | 2011-01-17 16:00:00,1,1,0,2,8.2,10.605,47,11.0014,6,76,82
  391 | 2011-01-17 17:00:00,1,1,0,1,8.2,9.85,51,12.998,4,67,71
  392 | 2011-01-17 18:00:00,1,1,0,2,7.38,8.335,55,16.9979,7,85,92
  393 | 2011-01-17 19:00:00,1,1,0,3,7.38,9.09,59,12.998,2,58,60
  394 | 2011-01-17 20:00:00,1,1,0,3,6.56,7.575,80,12.998,4,29,33
  395 | 2011-01-17 21:00:00,1,1,0,3,6.56,7.575,80,12.998,3,24,27
  396 | 2011-01-17 22:00:00,1,1,0,3,5.74,6.06,93,16.9979,0,13,13
  397 | 2011-01-17 23:00:00,1,1,0,3,6.56,6.82,86,19.0012,1,3,4
  398 | 2011-01-18 12:00:00,1,0,1,2,8.2,9.09,86,22.0028,0,3,3
  399 | 2011-01-18 13:00:00,1,0,1,2,8.2,9.85,86,15.0013,0,22,22
  400 | 2011-01-18 14:00:00,1,0,1,2,9.02,11.365,80,11.0014,2,26,28
  401 | 2011-01-18 15:00:00,1,0,1,2,9.02,11.365,87,11.0014,3,32,35
  402 | 2011-01-18 16:00:00,1,0,1,2,9.02,11.365,87,12.998,0,61,61
  403 | 2011-01-18 17:00:00,1,0,1,2,9.02,11.365,82,12.998,1,124,125
  404 | 2011-01-18 18:00:00,1,0,1,2,9.02,11.365,80,11.0014,1,132,133
  405 | 2011-01-18 19:00:00,1,0,1,2,9.02,11.365,80,8.9981,1,98,99
  406 | 2011-01-18 20:00:00,1,0,1,2,9.02,13.635,87,0,0,83,83
  407 | 2011-01-18 21:00:00,1,0,1,2,9.02,12.12,93,7.0015,0,41,41
  408 | 2011-01-18 22:00:00,1,0,1,2,9.02,12.88,93,6.0032,0,33,33
  409 | 2011-01-18 23:00:00,1,0,1,2,9.02,13.635,93,0,1,19,20
  410 | 2011-01-19 00:00:00,1,0,1,2,9.02,13.635,93,0,0,3,3
  411 | 2011-01-19 01:00:00,1,0,1,3,9.02,11.365,93,8.9981,1,6,7
  412 | 2011-01-19 02:00:00,1,0,1,3,9.02,11.365,93,8.9981,0,3,3
  413 | 2011-01-19 04:00:00,1,0,1,3,9.02,11.365,93,8.9981,1,1,2
  414 | 2011-01-19 05:00:00,1,0,1,2,9.02,12.88,93,6.0032,0,7,7
  415 | 2011-01-19 06:00:00,1,0,1,2,9.02,12.88,93,6.0032,0,32,32
  416 | 2011-01-19 07:00:00,1,0,1,2,9.84,12.88,92,7.0015,1,89,90
  417 | 2011-01-19 08:00:00,1,0,1,2,9.84,12.88,93,7.0015,1,196,197
  418 | 2011-01-19 09:00:00,1,0,1,2,9.84,12.88,93,7.0015,2,107,109
  419 | 2011-01-19 10:00:00,1,0,1,2,10.66,13.635,93,8.9981,1,46,47
  420 | 2011-01-19 11:00:00,1,0,1,2,11.48,15.15,87,6.0032,5,47,52
  421 | 2011-01-19 12:00:00,1,0,1,2,12.3,15.91,81,6.0032,5,65,70
  422 | 2011-01-19 13:00:00,1,0,1,1,16.4,20.455,62,19.0012,11,67,78
  423 | 2011-01-19 14:00:00,1,0,1,1,16.4,20.455,58,16.9979,7,68,75
  424 | 2011-01-19 15:00:00,1,0,1,1,16.4,20.455,54,19.0012,4,78,82
  425 | 2011-01-19 16:00:00,1,0,1,1,15.58,19.695,58,26.0027,10,94,104
  426 | 2011-01-19 17:00:00,1,0,1,1,14.76,16.665,57,22.0028,7,190,197
  427 | 2011-01-19 18:00:00,1,0,1,1,13.94,15.91,61,19.0012,5,156,161
  428 | 2011-01-19 19:00:00,1,0,1,1,13.12,14.395,57,27.9993,4,108,112
  429 | 2011-01-19 20:00:00,1,0,1,1,13.12,15.15,49,19.9995,2,74,76
  430 | 2011-01-19 21:00:00,1,0,1,1,13.12,14.395,49,27.9993,4,55,59
  431 | 2011-01-19 22:00:00,1,0,1,1,12.3,15.15,52,11.0014,6,53,59
  432 | 2011-01-19 23:00:00,1,0,1,1,12.3,13.635,52,31.0009,1,27,28
  433 | 2011-02-01 00:00:00,1,0,1,2,6.56,9.09,64,7.0015,2,6,8
  434 | 2011-02-01 01:00:00,1,0,1,2,6.56,9.09,69,7.0015,0,3,3
  435 | 2011-02-01 02:00:00,1,0,1,2,6.56,11.365,69,0,0,2,2
  436 | 2011-02-01 03:00:00,1,0,1,2,6.56,11.365,69,0,0,2,2
  437 | 2011-02-01 05:00:00,1,0,1,3,5.74,10.605,93,0,0,3,3
  438 | 2011-02-01 06:00:00,1,0,1,3,5.74,10.605,93,0,0,22,22
  439 | 2011-02-01 07:00:00,1,0,1,3,6.56,11.365,93,0,0,52,52
  440 | 2011-02-01 08:00:00,1,0,1,3,6.56,11.365,93,0,3,132,135
  441 | 2011-02-01 09:00:00,1,0,1,2,6.56,11.365,93,0,2,114,116
  442 | 2011-02-01 10:00:00,1,0,1,2,6.56,11.365,93,0,0,47,47
  443 | 2011-02-01 11:00:00,1,0,1,2,7.38,12.12,86,0,2,49,51
  444 | 2011-02-01 12:00:00,1,0,1,2,8.2,12.88,86,0,2,53,55
  445 | 2011-02-01 13:00:00,1,0,1,2,8.2,12.88,86,0,3,49,52
  446 | 2011-02-01 14:00:00,1,0,1,2,9.02,12.88,80,6.0032,5,49,54
  447 | 2011-02-01 15:00:00,1,0,1,2,9.84,14.395,75,0,7,45,52
  448 | 2011-02-01 16:00:00,1,0,1,2,9.84,12.12,75,8.9981,3,61,64
  449 | 2011-02-01 17:00:00,1,0,1,2,9.84,14.395,75,0,4,172,176
  450 | 2011-02-01 18:00:00,1,0,1,2,9.84,12.88,81,7.0015,3,165,168
  451 | 2011-02-01 19:00:00,1,0,1,2,9.84,12.12,81,8.9981,3,105,108
  452 | 2011-02-01 20:00:00,1,0,1,2,9.02,11.365,87,8.9981,5,69,74
  453 | 2011-02-01 21:00:00,1,0,1,2,9.02,11.365,87,8.9981,0,64,64
  454 | 2011-02-01 22:00:00,1,0,1,2,9.02,12.88,87,6.0032,2,34,36
  455 | 2011-02-01 23:00:00,1,0,1,3,8.2,9.85,93,12.998,1,15,16
  456 | 2011-02-02 00:00:00,1,0,1,3,9.02,12.12,93,7.0015,0,2,2
  457 | 2011-02-02 01:00:00,1,0,1,3,9.02,11.365,93,12.998,0,3,3
  458 | 2011-02-02 02:00:00,1,0,1,3,9.02,11.365,93,8.9981,4,0,4
  459 | 2011-02-02 03:00:00,1,0,1,3,9.02,11.365,93,8.9981,0,1,1
  460 | 2011-02-02 04:00:00,1,0,1,3,9.02,10.605,93,19.0012,0,1,1
  461 | 2011-02-02 05:00:00,1,0,1,3,9.02,12.12,93,7.0015,0,3,3
  462 | 2011-02-02 06:00:00,1,0,1,3,9.02,12.12,93,7.0015,1,17,18
  463 | 2011-02-02 07:00:00,1,0,1,3,9.02,10.605,93,15.0013,1,48,49
  464 | 2011-02-02 08:00:00,1,0,1,3,9.02,10.605,93,15.0013,1,154,155
  465 | 2011-02-02 09:00:00,1,0,1,2,9.84,12.88,93,6.0032,4,119,123
  466 | 2011-02-02 10:00:00,1,0,1,2,9.02,13.635,100,0,2,59,61
  467 | 2011-02-02 11:00:00,1,0,1,2,9.84,11.365,93,12.998,5,47,52
  468 | 2011-02-02 12:00:00,1,0,1,2,9.84,11.365,93,15.0013,3,61,64
  469 | 2011-02-02 13:00:00,1,0,1,1,13.94,16.665,93,11.0014,1,74,75
  470 | 2011-02-02 14:00:00,1,0,1,1,15.58,19.695,82,26.0027,2,61,63
  471 | 2011-02-02 15:00:00,1,0,1,1,15.58,19.695,76,22.0028,10,66,76
  472 | 2011-02-02 16:00:00,1,0,1,1,14.76,16.665,71,19.9995,8,95,103
  473 | 2011-02-02 17:00:00,1,0,1,1,14.76,15.91,53,35.0008,7,183,190
  474 | 2011-02-02 18:00:00,1,0,1,1,13.94,14.395,42,36.9974,7,175,182
  475 | 2011-02-02 19:00:00,1,0,1,1,11.48,12.12,45,32.9975,3,88,91
  476 | 2011-02-02 20:00:00,1,0,1,1,9.84,9.85,48,36.9974,4,71,75
  477 | 2011-02-02 21:00:00,1,0,1,1,9.02,9.85,47,22.0028,1,62,63
  478 | 2011-02-02 22:00:00,1,0,1,1,9.02,10.605,44,16.9979,5,35,40
  479 | 2011-02-02 23:00:00,1,0,1,1,8.2,8.335,44,30.0026,3,29,32
  480 | 2011-02-03 00:00:00,1,0,1,1,8.2,8.335,40,30.0026,1,11,12
  481 | 2011-02-03 01:00:00,1,0,1,1,8.2,7.575,44,35.0008,0,5,5
  482 | 2011-02-03 02:00:00,1,0,1,1,7.38,8.335,43,16.9979,0,2,2
  483 | 2011-02-03 03:00:00,1,0,1,1,7.38,8.335,43,16.9979,0,1,1
  484 | 2011-02-03 05:00:00,1,0,1,1,6.56,6.82,50,19.9995,0,2,2
  485 | 2011-02-03 06:00:00,1,0,1,1,6.56,6.82,43,23.9994,0,39,39
  486 | 2011-02-03 07:00:00,1,0,1,1,5.74,6.06,50,22.0028,1,86,87
  487 | 2011-02-03 08:00:00,1,0,1,1,5.74,6.06,50,23.9994,4,184,188
  488 | 2011-02-03 09:00:00,1,0,1,1,6.56,6.82,47,19.9995,6,127,133
  489 | 2011-02-03 10:00:00,1,0,1,1,7.38,7.575,43,22.0028,2,50,52
  490 | 2011-02-03 11:00:00,1,0,1,1,7.38,6.82,43,30.0026,9,55,64
  491 | 2011-02-03 12:00:00,1,0,1,1,8.2,9.09,40,23.9994,2,67,69
  492 | 2011-02-03 13:00:00,1,0,1,1,8.2,8.335,40,27.9993,4,47,51
  493 | 2011-02-03 14:00:00,1,0,1,1,9.02,9.85,37,26.0027,4,43,47
  494 | 2011-02-03 15:00:00,1,0,1,1,9.02,9.85,37,22.0028,4,56,60
  495 | 2011-02-03 16:00:00,1,0,1,1,9.02,10.605,37,16.9979,5,73,78
  496 | 2011-02-03 17:00:00,1,0,1,1,8.2,9.85,40,12.998,5,170,175
  497 | 2011-02-03 18:00:00,1,0,1,1,8.2,10.605,40,11.0014,2,145,147
  498 | 2011-02-03 19:00:00,1,0,1,1,8.2,12.88,40,0,4,92,96
  499 | 2011-02-03 20:00:00,1,0,1,1,8.2,11.365,47,6.0032,1,108,109
  500 | 2011-02-03 21:00:00,1,0,1,1,7.38,10.605,55,7.0015,1,53,54
  501 | 2011-02-03 22:00:00,1,0,1,1,7.38,10.605,51,6.0032,2,39,41
  502 | 2011-02-03 23:00:00,1,0,1,1,8.2,11.365,47,7.0015,4,34,38
  503 | 2011-02-04 00:00:00,1,0,1,2,8.2,12.88,44,0,3,10,13
  504 | 2011-02-04 01:00:00,1,0,1,2,6.56,11.365,59,0,0,7,7
  505 | 2011-02-04 02:00:00,1,0,1,2,5.74,8.335,63,7.0015,0,1,1
  506 | 2011-02-04 03:00:00,1,0,1,2,5.74,8.335,63,7.0015,0,1,1
  507 | 2011-02-04 05:00:00,1,0,1,2,5.74,7.575,63,8.9981,0,7,7
  508 | 2011-02-04 06:00:00,1,0,1,2,6.56,11.365,55,0,2,26,28
  509 | 2011-02-04 07:00:00,1,0,1,1,5.74,10.605,59,0,0,87,87
  510 | 2011-02-04 08:00:00,1,0,1,1,5.74,7.575,74,8.9981,3,217,220
  511 | 2011-02-04 09:00:00,1,0,1,2,6.56,9.09,80,8.9981,3,124,127
  512 | 2011-02-04 10:00:00,1,0,1,2,8.2,10.605,51,8.9981,5,46,51
  513 | 2011-02-04 11:00:00,1,0,1,1,9.02,11.365,51,11.0014,3,61,64
  514 | 2011-02-04 12:00:00,1,0,1,2,9.84,12.12,48,11.0014,8,78,86
  515 | 2011-02-04 13:00:00,1,0,1,2,10.66,12.88,50,15.0013,9,73,82
  516 | 2011-02-04 14:00:00,1,0,1,2,11.48,13.635,45,11.0014,15,76,91
  517 | 2011-02-04 15:00:00,1,0,1,2,11.48,13.635,48,16.9979,9,81,90
  518 | 2011-02-04 16:00:00,1,0,1,2,12.3,14.395,42,15.0013,8,91,99
  519 | 2011-02-04 17:00:00,1,0,1,2,10.66,13.635,56,8.9981,10,195,205
  520 | 2011-02-04 18:00:00,1,0,1,2,9.84,12.88,60,7.0015,3,152,155
  521 | 2011-02-04 19:00:00,1,0,1,2,9.84,12.12,65,8.9981,1,102,103
  522 | 2011-02-04 20:00:00,1,0,1,2,9.84,12.12,65,11.0014,2,69,71
  523 | 2011-02-04 21:00:00,1,0,1,2,9.84,12.12,70,11.0014,2,41,43
  524 | 2011-02-04 22:00:00,1,0,1,2,9.84,12.12,65,11.0014,1,45,46
  525 | 2011-02-04 23:00:00,1,0,1,2,9.84,12.12,70,8.9981,1,30,31
  526 | 2011-02-05 00:00:00,1,0,0,2,9.84,12.12,70,11.0014,3,36,39
  527 | 2011-02-05 01:00:00,1,0,0,2,9.84,12.12,65,11.0014,1,17,18
  528 | 2011-02-05 02:00:00,1,0,0,2,9.84,12.12,75,11.0014,5,12,17
  529 | 2011-02-05 03:00:00,1,0,0,2,9.84,12.12,75,11.0014,1,10,11
  530 | 2011-02-05 04:00:00,1,0,0,3,9.02,11.365,93,8.9981,0,8,8
  531 | 2011-02-05 05:00:00,1,0,0,3,8.2,11.365,100,6.0032,0,9,9
  532 | 2011-02-05 06:00:00,1,0,0,3,8.2,12.88,100,0,0,4,4
  533 | 2011-02-05 07:00:00,1,0,0,3,9.02,12.88,93,6.0032,0,4,4
  534 | 2011-02-05 08:00:00,1,0,0,3,8.2,11.365,100,6.0032,0,10,10
  535 | 2011-02-05 09:00:00,1,0,0,3,8.2,11.365,100,6.0032,3,17,20
  536 | 2011-02-05 10:00:00,1,0,0,3,8.2,10.605,100,8.9981,3,31,34
  537 | 2011-02-05 11:00:00,1,0,0,3,9.02,11.365,100,8.9981,1,46,47
  538 | 2011-02-05 12:00:00,1,0,0,3,9.02,11.365,100,11.0014,10,42,52
  539 | 2011-02-05 13:00:00,1,0,0,3,9.02,11.365,100,11.0014,10,62,72
  540 | 2011-02-05 14:00:00,1,0,0,3,9.02,13.635,100,0,5,50,55
  541 | 2011-02-05 15:00:00,1,0,0,3,9.02,13.635,100,0,11,49,60
  542 | 2011-02-05 16:00:00,1,0,0,3,9.02,11.365,100,8.9981,8,63,71
  543 | 2011-02-05 17:00:00,1,0,0,2,9.84,10.605,100,19.0012,14,64,78
  544 | 2011-02-05 18:00:00,1,0,0,2,11.48,12.12,93,30.0026,2,81,83
  545 | 2011-02-05 19:00:00,1,0,0,2,11.48,12.12,93,30.0026,6,78,84
  546 | 2011-02-05 20:00:00,1,0,0,1,12.3,14.395,87,16.9979,5,64,69
  547 | 2011-02-05 21:00:00,1,0,0,1,10.66,12.88,100,12.998,3,53,56
  548 | 2011-02-05 22:00:00,1,0,0,1,10.66,13.635,93,8.9981,2,43,45
  549 | 2011-02-05 23:00:00,1,0,0,1,10.66,12.88,93,15.0013,7,52,59
  550 | 2011-02-06 00:00:00,1,0,0,1,10.66,12.88,70,12.998,2,37,39
  551 | 2011-02-06 01:00:00,1,0,0,1,10.66,11.365,65,27.9993,4,40,44
  552 | 2011-02-06 02:00:00,1,0,0,1,10.66,11.365,60,22.0028,0,20,20
  553 | 2011-02-06 03:00:00,1,0,0,1,10.66,14.395,60,6.0032,3,10,13
  554 | 2011-02-06 04:00:00,1,0,0,1,10.66,11.365,60,23.9994,0,2,2
  555 | 2011-02-06 05:00:00,1,0,0,1,10.66,12.88,60,15.0013,0,1,1
  556 | 2011-02-06 06:00:00,1,0,0,1,10.66,12.88,60,15.0013,0,1,1
  557 | 2011-02-06 07:00:00,1,0,0,1,9.84,12.12,65,11.0014,0,8,8
  558 | 2011-02-06 08:00:00,1,0,0,1,9.84,12.88,65,7.0015,2,21,23
  559 | 2011-02-06 09:00:00,1,0,0,1,11.48,14.395,56,7.0015,7,38,45
  560 | 2011-02-06 10:00:00,1,0,0,1,12.3,14.395,52,16.9979,15,74,89
  561 | 2011-02-06 11:00:00,1,0,0,1,13.12,15.15,49,16.9979,28,89,117
  562 | 2011-02-06 12:00:00,1,0,0,1,13.94,16.665,46,0,48,126,174
  563 | 2011-02-06 13:00:00,1,0,0,1,13.94,18.18,46,0,47,135,182
  564 | 2011-02-06 14:00:00,1,0,0,1,13.94,17.425,46,6.0032,47,114,161
  565 | 2011-02-06 15:00:00,1,0,0,1,13.94,17.425,46,6.0032,52,130,182
  566 | 2011-02-06 16:00:00,1,0,0,1,13.94,17.425,49,7.0015,42,115,157
  567 | 2011-02-06 17:00:00,1,0,0,1,13.94,18.18,46,0,24,97,121
  568 | 2011-02-06 18:00:00,1,0,0,1,12.3,15.15,56,11.0014,13,65,78
  569 | 2011-02-06 19:00:00,1,0,0,1,11.48,14.395,61,8.9981,1,20,21
  570 | 2011-02-06 20:00:00,1,0,0,1,11.48,14.395,61,7.0015,5,21,26
  571 | 2011-02-06 21:00:00,1,0,0,1,10.66,15.15,60,0,5,22,27
  572 | 2011-02-06 22:00:00,1,0,0,1,10.66,15.15,60,0,5,57,62
  573 | 2011-02-06 23:00:00,1,0,0,1,9.84,14.395,65,0,4,26,30
  574 | 2011-02-07 00:00:00,1,0,1,1,9.84,14.395,65,0,1,14,15
  575 | 2011-02-07 01:00:00,1,0,1,1,9.02,13.635,75,0,1,4,5
  576 | 2011-02-07 02:00:00,1,0,1,1,8.2,12.88,80,0,0,3,3
  577 | 2011-02-07 03:00:00,1,0,1,1,8.2,12.88,86,0,0,1,1
  578 | 2011-02-07 04:00:00,1,0,1,1,8.2,12.88,86,0,1,1,2
  579 | 2011-02-07 05:00:00,1,0,1,1,8.2,12.88,86,0,1,9,10
  580 | 2011-02-07 06:00:00,1,0,1,1,7.38,12.12,93,0,1,29,30
  581 | 2011-02-07 07:00:00,1,0,1,1,7.38,12.12,86,0,6,89,95
  582 | 2011-02-07 08:00:00,1,0,1,2,6.56,11.365,100,0,7,223,230
  583 | 2011-02-07 09:00:00,1,0,1,1,9.02,13.635,80,0,3,115,118
  584 | 2011-02-07 10:00:00,1,0,1,1,9.84,12.88,75,7.0015,6,49,55
  585 | 2011-02-07 11:00:00,1,0,1,1,12.3,15.91,65,6.0032,11,36,47
  586 | 2011-02-07 12:00:00,1,0,1,2,13.12,17.425,62,0,7,59,66
  587 | 2011-02-07 13:00:00,1,0,1,2,14.76,18.18,57,6.0032,10,54,64
  588 | 2011-02-07 14:00:00,1,0,1,2,14.76,18.18,57,6.0032,8,52,60
  589 | 2011-02-07 15:00:00,1,0,1,2,15.58,19.695,54,6.0032,4,46,50
  590 | 2011-02-07 16:00:00,1,0,1,2,14.76,17.425,57,8.9981,16,98,114
  591 | 2011-02-07 17:00:00,1,0,1,2,13.12,15.91,70,11.0014,9,207,216
  592 | 2011-02-07 18:00:00,1,0,1,2,13.94,16.665,66,8.9981,5,170,175
  593 | 2011-02-07 19:00:00,1,0,1,2,13.12,17.425,70,0,5,123,128
  594 | 2011-02-07 20:00:00,1,0,1,2,13.12,16.665,70,7.0015,6,82,88
  595 | 2011-02-07 21:00:00,1,0,1,1,13.12,17.425,70,0,3,75,78
  596 | 2011-02-07 22:00:00,1,0,1,1,11.48,15.15,81,6.0032,3,34,37
  597 | 2011-02-07 23:00:00,1,0,1,2,12.3,16.665,81,0,6,19,25
  598 | 2011-02-08 00:00:00,1,0,1,2,11.48,15.91,87,0,4,6,10
  599 | 2011-02-08 01:00:00,1,0,1,2,11.48,15.91,87,0,0,4,4
  600 | 2011-02-08 02:00:00,1,0,1,2,10.66,13.635,93,7.0015,1,1,2
  601 | 2011-02-08 03:00:00,1,0,1,3,11.48,13.635,93,11.0014,0,1,1
  602 | 2011-02-08 04:00:00,1,0,1,1,10.66,12.88,93,11.0014,0,3,3
  603 | 2011-02-08 05:00:00,1,0,1,1,10.66,11.365,81,22.0028,0,2,2
  604 | 2011-02-08 06:00:00,1,0,1,1,10.66,11.365,70,22.0028,0,39,39
  605 | 2011-02-08 07:00:00,1,0,1,1,9.84,9.85,65,27.9993,3,97,100
  606 | 2011-02-08 08:00:00,1,0,1,1,9.84,9.85,56,32.9975,7,236,243
  607 | 2011-02-08 09:00:00,1,0,1,1,9.84,9.85,52,32.9975,7,128,135
  608 | 2011-02-08 10:00:00,1,0,1,1,9.02,9.09,47,36.9974,4,44,48
  609 | 2011-02-08 11:00:00,1,0,1,1,9.02,9.09,47,31.0009,1,49,50
  610 | 2011-02-08 12:00:00,1,0,1,1,9.84,9.85,38,32.9975,2,63,65
  611 | 2011-02-08 13:00:00,1,0,1,2,9.84,9.85,32,30.0026,2,48,50
  612 | 2011-02-08 14:00:00,1,0,1,1,9.02,9.85,37,27.9993,3,61,64
  613 | 2011-02-08 15:00:00,1,0,1,1,9.02,9.85,35,26.0027,6,45,51
  614 | 2011-02-08 16:00:00,1,0,1,1,9.02,9.09,35,35.0008,4,79,83
  615 | 2011-02-08 17:00:00,1,0,1,1,9.02,9.09,32,39.0007,4,172,176
  616 | 2011-02-08 18:00:00,1,0,1,1,8.2,9.09,32,26.0027,1,151,152
  617 | 2011-02-08 19:00:00,1,0,1,1,6.56,6.06,40,31.0009,1,100,101
  618 | 2011-02-08 20:00:00,1,0,1,1,6.56,6.82,40,22.0028,3,53,56
  619 | 2011-02-08 21:00:00,1,0,1,1,5.74,5.305,33,31.0009,8,46,54
  620 | 2011-02-08 22:00:00,1,0,1,1,4.92,5.305,33,23.9994,0,29,29
  621 | 2011-02-08 23:00:00,1,0,1,1,4.92,5.305,33,22.0028,3,9,12
  622 | 2011-02-09 00:00:00,1,0,1,1,4.1,3.79,36,23.9994,0,17,17
  623 | 2011-02-09 01:00:00,1,0,1,1,4.1,5.305,36,15.0013,0,7,7
  624 | 2011-02-09 02:00:00,1,0,1,1,3.28,3.79,38,19.0012,1,2,3
  625 | 2011-02-09 03:00:00,1,0,1,1,2.46,3.79,45,8.9981,0,2,2
  626 | 2011-02-09 05:00:00,1,0,1,1,2.46,5.305,45,7.0015,0,7,7
  627 | 2011-02-09 06:00:00,1,0,1,1,2.46,7.575,45,0,0,43,43
  628 | 2011-02-09 07:00:00,1,0,1,1,2.46,5.305,49,7.0015,4,95,99
  629 | 2011-02-09 08:00:00,1,0,1,1,4.1,6.82,42,0,1,198,199
  630 | 2011-02-09 09:00:00,1,0,1,1,4.92,6.82,39,11.0014,4,119,123
  631 | 2011-02-09 10:00:00,1,0,1,1,5.74,9.09,36,0,8,51,59
  632 | 2011-02-09 11:00:00,1,0,1,2,5.74,7.575,43,11.0014,1,40,41
  633 | 2011-02-09 12:00:00,1,0,1,2,7.38,9.09,40,15.0013,4,57,61
  634 | 2011-02-09 13:00:00,1,0,1,1,7.38,8.335,40,16.9979,2,67,69
  635 | 2011-02-09 14:00:00,1,0,1,1,8.2,9.09,34,19.9995,2,56,58
  636 | 2011-02-09 15:00:00,1,0,1,2,8.2,9.09,34,19.0012,3,61,64
  637 | 2011-02-09 16:00:00,1,0,1,2,8.2,9.85,37,16.9979,7,72,79
  638 | 2011-02-09 17:00:00,1,0,1,2,8.2,9.85,34,16.9979,9,157,166
  639 | 2011-02-09 18:00:00,1,0,1,2,7.38,8.335,47,19.9995,2,168,170
  640 | 2011-02-09 19:00:00,1,0,1,3,5.74,6.06,86,16.9979,1,87,88
  641 | 2011-02-09 20:00:00,1,0,1,3,5.74,7.575,86,11.0014,0,84,84
  642 | 2011-02-09 21:00:00,1,0,1,2,5.74,7.575,86,11.0014,0,83,83
  643 | 2011-02-09 22:00:00,1,0,1,3,6.56,8.335,80,11.0014,4,42,46
  644 | 2011-02-09 23:00:00,1,0,1,3,6.56,7.575,80,12.998,0,37,37
  645 | 2011-02-10 00:00:00,1,0,1,3,5.74,6.82,86,12.998,0,16,16
  646 | 2011-02-10 01:00:00,1,0,1,3,5.74,7.575,80,8.9981,0,7,7
  647 | 2011-02-10 02:00:00,1,0,1,3,5.74,7.575,80,8.9981,0,3,3
  648 | 2011-02-10 04:00:00,1,0,1,2,5.74,6.82,59,15.0013,0,1,1
  649 | 2011-02-10 05:00:00,1,0,1,2,4.92,6.06,50,15.0013,0,6,6
  650 | 2011-02-10 06:00:00,1,0,1,2,4.92,6.06,54,19.0012,0,26,26
  651 | 2011-02-10 07:00:00,1,0,1,1,4.1,3.79,50,27.9993,0,99,99
  652 | 2011-02-10 08:00:00,1,0,1,1,4.1,3.79,49,22.0028,5,173,178
  653 | 2011-02-10 09:00:00,1,0,1,1,4.92,5.305,42,23.9994,1,121,122
  654 | 2011-02-10 10:00:00,1,0,1,1,4.92,5.305,42,19.9995,1,34,35
  655 | 2011-02-10 11:00:00,1,0,1,1,5.74,6.06,39,23.9994,1,44,45
  656 | 2011-02-10 12:00:00,1,0,1,1,6.56,6.82,34,26.0027,4,65,69
  657 | 2011-02-10 13:00:00,1,0,1,1,7.38,8.335,29,19.9995,3,59,62
  658 | 2011-02-10 14:00:00,1,0,1,1,8.2,9.09,27,19.0012,6,42,48
  659 | 2011-02-10 15:00:00,1,0,1,1,8.2,9.85,25,16.9979,0,50,50
  660 | 2011-02-10 16:00:00,1,0,1,1,8.2,9.09,27,19.9995,4,76,80
  661 | 2011-02-10 17:00:00,1,0,1,1,7.38,9.09,26,12.998,6,159,165
  662 | 2011-02-10 18:00:00,1,0,1,1,6.56,9.09,28,8.9981,3,157,160
  663 | 2011-02-10 19:00:00,1,0,1,1,5.74,8.335,28,7.0015,2,110,112
  664 | 2011-02-10 20:00:00,1,0,1,1,5.74,9.09,31,6.0032,4,93,97
  665 | 2011-02-10 21:00:00,1,0,1,1,5.74,10.605,39,0,2,70,72
  666 | 2011-02-10 22:00:00,1,0,1,1,4.92,9.85,39,0,4,47,51
  667 | 2011-02-10 23:00:00,1,0,1,1,4.92,7.575,42,7.0015,1,33,34
  668 | 2011-02-11 00:00:00,1,0,1,1,4.1,6.82,49,7.0015,2,12,14
  669 | 2011-02-11 01:00:00,1,0,1,1,4.1,6.82,54,6.0032,1,6,7
  670 | 2011-02-11 02:00:00,1,0,1,1,4.1,6.82,54,6.0032,0,3,3
  671 | 2011-02-11 05:00:00,1,0,1,1,3.28,6.06,63,6.0032,0,4,4
  672 | 2011-02-11 06:00:00,1,0,1,1,4.1,9.09,68,0,1,23,24
  673 | 2011-02-11 07:00:00,1,0,1,1,3.28,8.335,73,0,1,73,74
  674 | 2011-02-11 08:00:00,1,0,1,1,4.1,6.06,74,11.0014,4,212,216
  675 | 2011-02-11 09:00:00,1,0,1,1,4.92,6.06,74,15.0013,8,132,140
  676 | 2011-02-11 10:00:00,1,0,1,1,5.74,6.82,69,12.998,5,39,44
  677 | 2011-02-11 11:00:00,1,0,1,1,9.02,11.365,47,8.9981,12,52,64
  678 | 2011-02-11 12:00:00,1,0,1,1,9.02,11.365,47,8.9981,7,64,71
  679 | 2011-02-11 13:00:00,1,0,1,1,9.84,11.365,35,12.998,21,89,110
  680 | 2011-02-11 14:00:00,1,0,1,1,12.3,14.395,26,16.9979,17,67,84
  681 | 2011-02-11 15:00:00,1,0,1,1,13.12,15.91,21,11.0014,12,62,74
  682 | 2011-02-11 16:00:00,1,0,1,1,12.3,14.395,28,12.998,14,111,125
  683 | 2011-02-11 17:00:00,1,0,1,1,12.3,16.665,24,0,18,193,211
  684 | 2011-02-11 18:00:00,1,0,1,1,11.48,15.91,28,0,9,165,174
  685 | 2011-02-11 19:00:00,1,0,1,1,10.66,15.15,33,0,7,94,101
  686 | 2011-02-11 20:00:00,1,0,1,1,9.02,11.365,55,8.9981,2,61,63
  687 | 2011-02-11 21:00:00,1,0,1,1,8.2,10.605,59,8.9981,1,46,47
  688 | 2011-02-11 22:00:00,1,0,1,1,8.2,11.365,64,6.0032,2,41,43
  689 | 2011-02-11 23:00:00,1,0,1,1,7.38,12.12,69,0,5,48,53
  690 | 2011-02-12 00:00:00,1,0,0,1,6.56,9.85,69,6.0032,3,27,30
  691 | 2011-02-12 01:00:00,1,0,0,1,5.74,10.605,86,0,2,22,24
  692 | 2011-02-12 02:00:00,1,0,0,1,5.74,10.605,80,0,2,13,15
  693 | 2011-02-12 03:00:00,1,0,0,1,4.92,9.85,80,0,3,7,10
  694 | 2011-02-12 04:00:00,1,0,0,1,4.92,8.335,74,6.0032,0,4,4
  695 | 2011-02-12 05:00:00,1,0,0,1,4.92,8.335,74,6.0032,0,1,1
  696 | 2011-02-12 06:00:00,1,0,0,1,4.92,6.82,93,12.998,1,1,2
  697 | 2011-02-12 07:00:00,1,0,0,1,4.92,7.575,80,7.0015,2,9,11
  698 | 2011-02-12 08:00:00,1,0,0,1,5.74,7.575,86,8.9981,2,28,30
  699 | 2011-02-12 09:00:00,1,0,0,1,6.56,9.09,64,8.9981,5,38,43
  700 | 2011-02-12 10:00:00,1,0,0,1,9.02,10.605,41,16.9979,13,71,84
  701 | 2011-02-12 11:00:00,1,0,0,1,12.3,13.635,28,22.0028,30,84,114
  702 | 2011-02-12 12:00:00,1,0,0,1,12.3,13.635,39,31.0009,27,93,120
  703 | 2011-02-12 13:00:00,1,0,0,1,12.3,13.635,39,27.9993,32,103,135
  704 | 2011-02-12 14:00:00,1,0,0,1,13.94,15.91,31,19.0012,30,90,120
  705 | 2011-02-12 15:00:00,1,0,0,1,13.94,15.15,29,27.9993,47,127,174
  706 | 2011-02-12 16:00:00,1,0,0,1,13.94,15.15,29,27.9993,42,103,145
  707 | 2011-02-12 17:00:00,1,0,0,1,13.12,14.395,31,35.0008,24,113,137
  708 | 2011-02-12 18:00:00,1,0,0,1,11.48,12.88,38,22.0028,4,60,64
  709 | 2011-02-12 19:00:00,1,0,0,1,11.48,13.635,38,11.0014,2,39,41
  710 | 2011-02-12 20:00:00,1,0,0,1,10.66,12.88,41,15.0013,1,39,40
  711 | 2011-02-12 21:00:00,1,0,0,1,10.66,15.15,41,0,9,42,51
  712 | 2011-02-12 22:00:00,1,0,0,1,9.84,12.88,44,6.0032,6,39,45
  713 | 2011-02-12 23:00:00,1,0,0,1,9.02,11.365,51,8.9981,1,31,32
  714 | 2011-02-13 00:00:00,1,0,0,1,8.2,11.365,64,7.0015,5,34,39
  715 | 2011-02-13 01:00:00,1,0,0,1,8.2,11.365,59,6.0032,1,23,24
  716 | 2011-02-13 02:00:00,1,0,0,2,8.2,11.365,75,6.0032,1,19,20
  717 | 2011-02-13 03:00:00,1,0,0,2,8.2,11.365,69,7.0015,4,8,12
  718 | 2011-02-13 04:00:00,1,0,0,2,8.2,10.605,69,11.0014,0,2,2
  719 | 2011-02-13 06:00:00,1,0,0,2,8.2,10.605,69,8.9981,2,3,5
  720 | 2011-02-13 07:00:00,1,0,0,2,9.02,13.635,55,0,0,3,3
  721 | 2011-02-13 08:00:00,1,0,0,2,9.02,11.365,64,12.998,1,11,12
  722 | 2011-02-13 09:00:00,1,0,0,2,9.84,11.365,60,15.0013,12,35,47
  723 | 2011-02-13 10:00:00,1,0,0,1,12.3,13.635,45,22.0028,19,86,105
  724 | 2011-02-13 11:00:00,1,0,0,1,13.12,14.395,39,30.0026,26,86,112
  725 | 2011-02-13 12:00:00,1,0,0,1,14.76,15.91,32,31.0009,58,94,152
  726 | 2011-02-13 13:00:00,1,0,0,1,15.58,19.695,29,23.9994,62,92,154
  727 | 2011-02-13 14:00:00,1,0,0,2,16.4,20.455,30,27.9993,51,110,161
  728 | 2011-02-13 15:00:00,1,0,0,2,16.4,20.455,30,19.9995,40,122,162
  729 | 2011-02-13 16:00:00,1,0,0,2,17.22,21.21,28,22.0028,28,106,134
  730 | 2011-02-13 17:00:00,1,0,0,1,17.22,21.21,28,22.0028,30,95,125
  731 | 2011-02-13 18:00:00,1,0,0,1,16.4,20.455,32,19.9995,17,78,95
  732 | 2011-02-13 19:00:00,1,0,0,1,16.4,20.455,35,19.0012,11,50,61
  733 | 2011-02-13 20:00:00,1,0,0,1,16.4,20.455,35,22.0028,15,32,47
  734 | 2011-02-13 21:00:00,1,0,0,1,16.4,20.455,35,23.9994,6,45,51
  735 | 2011-02-13 22:00:00,1,0,0,1,16.4,20.455,35,19.9995,5,31,36
  736 | 2011-02-13 23:00:00,1,0,0,1,16.4,20.455,35,23.9994,3,27,30
  737 | 2011-02-14 00:00:00,1,0,1,1,15.58,19.695,37,23.9994,3,8,11
  738 | 2011-02-14 01:00:00,1,0,1,1,15.58,19.695,37,23.9994,1,6,7
  739 | 2011-02-14 02:00:00,1,0,1,1,14.76,16.665,40,19.9995,0,2,2
  740 | 2011-02-14 03:00:00,1,0,1,1,13.94,15.91,46,15.0013,1,1,2
  741 | 2011-02-14 04:00:00,1,0,1,1,13.12,15.15,53,19.0012,0,2,2
  742 | 2011-02-14 05:00:00,1,0,1,1,13.12,15.15,53,19.0012,0,3,3
  743 | 2011-02-14 06:00:00,1,0,1,1,13.94,15.15,46,19.9995,1,25,26
  744 | 2011-02-14 07:00:00,1,0,1,1,13.94,15.15,46,19.9995,2,96,98
  745 | 2011-02-14 08:00:00,1,0,1,1,15.58,19.695,40,31.0009,7,249,256
  746 | 2011-02-14 09:00:00,1,0,1,1,16.4,20.455,37,26.0027,8,122,130
  747 | 2011-02-14 10:00:00,1,0,1,1,18.04,21.97,33,15.0013,9,46,55
  748 | 2011-02-14 11:00:00,1,0,1,1,21.32,25,23,16.9979,10,43,53
  749 | 2011-02-14 12:00:00,1,0,1,1,22.96,26.515,22,30.0026,27,99,126
  750 | 2011-02-14 13:00:00,1,0,1,1,23.78,27.275,19,26.0027,27,93,120
  751 | 2011-02-14 14:00:00,1,0,1,1,24.6,29.545,15,32.9975,14,76,90
  752 | 2011-02-14 15:00:00,1,0,1,1,22.96,26.515,21,43.9989,19,71,90
  753 | 2011-02-14 16:00:00,1,0,1,1,21.32,25,27,31.0009,16,102,118
  754 | 2011-02-14 17:00:00,1,0,1,1,18.86,22.725,33,40.9973,25,218,243
  755 | 2011-02-14 18:00:00,1,0,1,1,16.4,20.455,40,40.9973,11,194,205
  756 | 2011-02-14 19:00:00,1,0,1,1,15.58,19.695,43,32.9975,12,86,98
  757 | 2011-02-14 20:00:00,1,0,1,1,14.76,15.91,46,31.0009,5,65,70
  758 | 2011-02-14 21:00:00,1,0,1,1,14.76,15.91,50,35.0008,8,35,43
  759 | 2011-02-14 22:00:00,1,0,1,1,13.94,14.395,46,43.9989,1,44,45
  760 | 2011-02-14 23:00:00,1,0,1,1,13.12,14.395,49,32.9975,1,19,20
  761 | 2011-02-15 00:00:00,1,0,1,1,12.3,13.635,49,27.9993,7,12,19
  762 | 2011-02-15 01:00:00,1,0,1,1,12.3,12.12,42,51.9987,0,5,5
  763 | 2011-02-15 02:00:00,1,0,1,1,11.48,11.365,41,46.0022,1,2,3
  764 | 2011-02-15 04:00:00,1,0,1,1,9.02,9.09,37,35.0008,0,1,1
  765 | 2011-02-15 05:00:00,1,0,1,1,9.02,9.09,32,31.0009,0,4,4
  766 | 2011-02-15 06:00:00,1,0,1,1,8.2,9.09,32,22.0028,0,30,30
  767 | 2011-02-15 07:00:00,1,0,1,1,8.2,9.09,32,23.9994,2,103,105
  768 | 2011-02-15 08:00:00,1,0,1,1,8.2,9.09,32,23.9994,10,213,223
  769 | 2011-02-15 09:00:00,1,0,1,1,9.02,9.85,29,30.0026,2,108,110
  770 | 2011-02-15 10:00:00,1,0,1,1,9.84,10.605,27,19.0012,5,47,52
  771 | 2011-02-15 11:00:00,1,0,1,1,10.66,12.12,25,16.9979,11,46,57
  772 | 2011-02-15 12:00:00,1,0,1,1,11.48,13.635,24,16.9979,6,65,71
  773 | 2011-02-15 13:00:00,1,0,1,1,13.12,15.15,21,15.0013,14,68,82
  774 | 2011-02-15 14:00:00,1,0,1,1,13.94,15.91,19,15.0013,10,69,79
  775 | 2011-02-15 15:00:00,1,0,1,1,13.94,16.665,19,11.0014,11,74,85
  776 | 2011-02-15 16:00:00,1,0,1,1,13.94,15.91,19,16.9979,21,77,98
  777 | 2011-02-15 17:00:00,1,0,1,1,13.12,15.15,22,15.0013,15,191,206
  778 | 2011-02-15 18:00:00,1,0,1,1,12.3,15.15,22,8.9981,14,198,212
  779 | 2011-02-15 19:00:00,1,0,1,1,11.48,14.395,26,8.9981,3,142,145
  780 | 2011-02-15 20:00:00,1,0,1,1,10.66,13.635,33,7.0015,3,98,101
  781 | 2011-02-15 21:00:00,1,0,1,1,9.84,14.395,52,0,5,61,66
  782 | 2011-02-15 22:00:00,1,0,1,1,9.84,14.395,44,0,0,41,41
  783 | 2011-02-15 23:00:00,1,0,1,2,9.02,12.88,44,6.0032,0,20,20
  784 | 2011-02-16 00:00:00,1,0,1,1,9.02,12.88,41,6.0032,0,15,15
  785 | 2011-02-16 01:00:00,1,0,1,1,8.2,11.365,44,6.0032,0,9,9
  786 | 2011-02-16 03:00:00,1,0,1,2,8.2,9.85,47,12.998,0,1,1
  787 | 2011-02-16 04:00:00,1,0,1,1,8.2,9.85,51,12.998,0,1,1
  788 | 2011-02-16 05:00:00,1,0,1,1,8.2,9.85,47,12.998,0,5,5
  789 | 2011-02-16 06:00:00,1,0,1,1,8.2,9.85,55,15.0013,1,32,33
  790 | 2011-02-16 07:00:00,1,0,1,2,8.2,9.85,55,15.0013,5,103,108
  791 | 2011-02-16 08:00:00,1,0,1,2,9.02,11.365,55,11.0014,6,224,230
  792 | 2011-02-16 09:00:00,1,0,1,1,9.84,10.605,52,19.0012,2,122,124
  793 | 2011-02-16 10:00:00,1,0,1,1,10.66,11.365,41,26.0027,14,55,69
  794 | 2011-02-16 11:00:00,1,0,1,1,13.94,15.15,34,19.9995,7,59,66
  795 | 2011-02-16 12:00:00,1,0,1,1,15.58,19.695,32,22.0028,14,72,86
  796 | 2011-02-16 13:00:00,1,0,1,1,17.22,21.21,30,23.9994,13,80,93
  797 | 2011-02-16 14:00:00,1,0,1,1,18.86,22.725,28,27.9993,17,65,82
  798 | 2011-02-16 15:00:00,1,0,1,1,18.86,22.725,28,27.9993,35,82,117
  799 | 2011-02-16 16:00:00,1,0,1,1,18.86,22.725,31,26.0027,26,96,122
  800 | 2011-02-16 17:00:00,1,0,1,1,18.86,22.725,28,19.0012,11,244,255
  801 | 2011-02-16 18:00:00,1,0,1,1,16.4,20.455,40,15.0013,20,202,222
  802 | 2011-02-16 19:00:00,1,0,1,1,13.94,15.91,53,15.0013,18,143,161
  803 | 2011-02-16 20:00:00,1,0,1,1,15.58,19.695,43,12.998,10,108,118
  804 | 2011-02-16 21:00:00,1,0,1,1,14.76,17.425,46,12.998,5,87,92
  805 | 2011-02-16 22:00:00,1,0,1,1,13.94,16.665,53,12.998,12,61,73
  806 | 2011-02-16 23:00:00,1,0,1,1,15.58,19.695,40,15.0013,2,31,33
  807 | 2011-02-17 00:00:00,1,0,1,1,13.94,16.665,53,12.998,1,16,17
  808 | 2011-02-17 01:00:00,1,0,1,1,13.94,15.91,53,15.0013,0,6,6
  809 | 2011-02-17 02:00:00,1,0,1,2,13.94,15.91,53,15.0013,2,4,6
  810 | 2011-02-17 03:00:00,1,0,1,1,13.94,16.665,53,12.998,3,1,4
  811 | 2011-02-17 04:00:00,1,0,1,1,13.12,15.91,57,12.998,3,1,4
  812 | 2011-02-17 05:00:00,1,0,1,1,13.12,16.665,66,6.0032,1,11,12
  813 | 2011-02-17 06:00:00,1,0,1,1,12.3,15.15,70,8.9981,3,44,47
  814 | 2011-02-17 07:00:00,1,0,1,1,13.12,16.665,57,7.0015,7,119,126
  815 | 2011-02-17 08:00:00,1,0,1,1,13.12,16.665,57,6.0032,18,267,285
  816 | 2011-02-17 09:00:00,1,0,1,1,14.76,17.425,57,12.998,16,163,179
  817 | 2011-02-17 10:00:00,1,0,1,1,15.58,19.695,54,12.998,18,70,88
  818 | 2011-02-17 11:00:00,1,0,1,2,18.04,21.97,44,16.9979,19,71,90
  819 | 2011-02-17 12:00:00,1,0,1,1,19.68,23.485,41,15.0013,15,86,101
  820 | 2011-02-17 13:00:00,1,0,1,1,22.14,25.76,34,15.0013,15,108,123
  821 | 2011-02-17 14:00:00,1,0,1,1,24.6,31.06,31,15.0013,26,55,81
  822 | 2011-02-17 15:00:00,1,0,1,1,24.6,30.305,28,16.9979,15,91,106
  823 | 2011-02-17 16:00:00,1,0,1,2,22.96,26.515,35,19.9995,29,117,146
  824 | 2011-02-17 17:00:00,1,0,1,2,23.78,27.275,32,19.9995,18,256,274
  825 | 2011-02-17 18:00:00,1,0,1,2,22.14,25.76,42,19.0012,11,211,222
  826 | 2011-02-17 19:00:00,1,0,1,1,19.68,23.485,55,22.0028,14,161,175
  827 | 2011-02-17 20:00:00,1,0,1,1,19.68,23.485,59,22.0028,8,131,139
  828 | 2011-02-17 21:00:00,1,0,1,1,21.32,25,55,26.0027,5,119,124
  829 | 2011-02-17 22:00:00,1,0,1,1,20.5,24.24,59,19.0012,8,68,76
  830 | 2011-02-17 23:00:00,1,0,1,1,18.86,22.725,67,19.9995,4,40,44
  831 | 2011-02-18 00:00:00,1,0,1,1,18.04,21.97,72,19.0012,12,20,32
  832 | 2011-02-18 01:00:00,1,0,1,1,18.04,21.97,72,15.0013,1,7,8
  833 | 2011-02-18 02:00:00,1,0,1,1,18.04,21.97,72,19.0012,2,5,7
  834 | 2011-02-18 03:00:00,1,0,1,1,18.86,22.725,67,16.9979,2,6,8
  835 | 2011-02-18 04:00:00,1,0,1,1,18.86,22.725,67,16.9979,0,1,1
  836 | 2011-02-18 05:00:00,1,0,1,2,18.86,22.725,67,7.0015,1,6,7
  837 | 2011-02-18 06:00:00,1,0,1,2,18.04,21.97,72,11.0014,2,48,50
  838 | 2011-02-18 07:00:00,1,0,1,2,17.22,21.21,77,15.0013,8,108,116
  839 | 2011-02-18 08:00:00,1,0,1,2,17.22,21.21,77,12.998,26,246,272
  840 | 2011-02-18 09:00:00,1,0,1,2,17.22,21.21,77,12.998,15,154,169
  841 | 2011-02-18 10:00:00,1,0,1,2,18.04,21.97,72,15.0013,17,78,95
  842 | 2011-02-18 11:00:00,1,0,1,1,18.04,21.97,72,11.0014,31,82,113
  843 | 2011-02-18 12:00:00,1,0,1,1,20.5,24.24,59,12.998,59,126,185
  844 | 2011-02-18 13:00:00,1,0,1,1,24.6,31.06,43,12.998,45,131,176
  845 | 2011-02-18 14:00:00,1,0,1,1,27.06,31.06,36,19.9995,73,118,191
  846 | 2011-02-18 15:00:00,1,0,1,1,27.06,31.06,36,22.0028,55,117,172
  847 | 2011-02-18 16:00:00,1,0,1,1,27.06,31.06,36,19.0012,68,164,232
  848 | 2011-02-18 17:00:00,1,0,1,1,27.06,31.06,34,23.9994,52,275,327
  849 | 2011-02-18 18:00:00,1,0,1,1,26.24,31.06,33,22.0028,29,195,224
  850 | 2011-02-18 19:00:00,1,0,1,1,25.42,31.06,29,39.0007,16,146,162
  851 | 2011-02-18 20:00:00,1,0,1,1,24.6,31.06,31,12.998,19,105,124
  852 | 2011-02-18 21:00:00,1,0,1,1,23.78,27.275,21,32.9975,11,61,72
  853 | 2011-02-18 22:00:00,1,0,1,1,22.14,25.76,10,16.9979,19,88,107
  854 | 2011-02-18 23:00:00,1,0,1,1,21.32,25,8,19.0012,16,61,77
  855 | 2011-02-19 00:00:00,1,0,0,1,19.68,23.485,12,32.9975,6,23,29
  856 | 2011-02-19 01:00:00,1,0,0,1,18.86,22.725,14,27.9993,10,21,31
  857 | 2011-02-19 02:00:00,1,0,0,1,18.04,21.97,13,26.0027,3,14,17
  858 | 2011-02-19 03:00:00,1,0,0,1,17.22,21.21,14,19.9995,0,7,7
  859 | 2011-02-19 04:00:00,1,0,0,1,16.4,20.455,15,22.0028,0,3,3
  860 | 2011-02-19 05:00:00,1,0,0,1,16.4,20.455,15,22.0028,0,3,3
  861 | 2011-02-19 06:00:00,1,0,0,1,16.4,20.455,17,27.9993,3,3,6
  862 | 2011-02-19 07:00:00,1,0,0,1,15.58,19.695,17,35.0008,6,16,22
  863 | 2011-02-19 08:00:00,1,0,0,1,15.58,19.695,17,39.0007,9,36,45
  864 | 2011-02-19 09:00:00,1,0,0,1,16.4,20.455,16,43.9989,18,37,55
  865 | 2011-02-19 10:00:00,1,0,0,1,17.22,21.21,16,39.0007,34,72,106
  866 | 2011-02-19 11:00:00,1,0,0,1,18.04,21.97,16,39.0007,47,76,123
  867 | 2011-02-19 12:00:00,1,0,0,1,18.04,21.97,18,32.9975,38,81,119
  868 | 2011-02-19 13:00:00,1,0,0,1,18.04,21.97,16,40.9973,52,103,155
  869 | 2011-02-19 14:00:00,1,0,0,1,18.86,22.725,15,43.9989,102,94,196
  870 | 2011-02-19 15:00:00,1,0,0,1,18.04,21.97,16,50.0021,84,87,171
  871 | 2011-02-19 16:00:00,1,0,0,1,18.04,21.97,16,43.0006,39,81,120
  872 | 2011-02-19 17:00:00,1,0,0,1,17.22,21.21,19,40.9973,36,91,127
  873 | 2011-02-19 18:00:00,1,0,0,1,14.76,15.91,25,30.0026,21,67,88
  874 | 2011-02-19 19:00:00,1,0,0,1,13.94,15.15,29,23.9994,5,54,59
  875 | 2011-02-19 20:00:00,1,0,0,1,13.12,14.395,28,35.0008,9,38,47
  876 | 2011-02-19 21:00:00,1,0,0,1,13.12,13.635,26,36.9974,4,29,33
  877 | 2011-02-19 22:00:00,1,0,0,1,12.3,12.88,28,32.9975,2,42,44
  878 | 2011-02-19 23:00:00,1,0,0,1,11.48,12.12,33,30.0026,4,25,29
  879 | 2011-03-01 00:00:00,1,0,1,1,12.3,13.635,70,31.0009,0,7,7
  880 | 2011-03-01 01:00:00,1,0,1,1,10.66,11.365,70,23.9994,0,3,3
  881 | 2011-03-01 02:00:00,1,0,1,1,9.84,10.605,65,26.0027,0,4,4
  882 | 2011-03-01 03:00:00,1,0,1,1,9.02,10.605,69,19.0012,0,2,2
  883 | 2011-03-01 04:00:00,1,0,1,1,9.02,10.605,69,16.9979,0,1,1
  884 | 2011-03-01 05:00:00,1,0,1,1,8.2,9.09,64,19.0012,1,1,2
  885 | 2011-03-01 06:00:00,1,0,1,1,8.2,9.09,59,19.9995,0,46,46
  886 | 2011-03-01 07:00:00,1,0,1,1,8.2,9.09,59,22.0028,2,105,107
  887 | 2011-03-01 08:00:00,1,0,1,1,8.2,9.09,59,26.0027,10,204,214
  888 | 2011-03-01 09:00:00,1,0,1,1,9.02,9.85,55,27.9993,8,116,124
  889 | 2011-03-01 10:00:00,1,0,1,1,9.84,10.605,52,19.0012,13,55,68
  890 | 2011-03-01 11:00:00,1,0,1,1,11.48,13.635,45,16.9979,8,48,56
  891 | 2011-03-01 12:00:00,1,0,1,1,12.3,15.15,39,8.9981,6,80,86
  892 | 2011-03-01 13:00:00,1,0,1,1,13.12,17.425,39,0,13,65,78
  893 | 2011-03-01 14:00:00,1,0,1,1,13.12,16.665,36,8.9981,18,61,79
  894 | 2011-03-01 15:00:00,1,0,1,1,13.94,18.18,34,0,7,57,64
  895 | 2011-03-01 16:00:00,1,0,1,1,13.94,17.425,34,6.0032,10,92,102
  896 | 2011-03-01 17:00:00,1,0,1,1,13.94,17.425,34,6.0032,12,230,242
  897 | 2011-03-01 18:00:00,1,0,1,1,13.12,15.91,39,12.998,10,214,224
  898 | 2011-03-01 19:00:00,1,0,1,1,12.3,15.15,49,8.9981,4,115,119
  899 | 2011-03-01 20:00:00,1,0,1,1,12.3,15.91,61,6.0032,2,86,88
  900 | 2011-03-01 21:00:00,1,0,1,1,10.66,15.15,56,0,8,55,63
  901 | 2011-03-01 22:00:00,1,0,1,1,9.84,13.635,62,7.0015,3,44,47
  902 | 2011-03-01 23:00:00,1,0,1,1,9.84,11.365,65,15.0013,2,23,25
  903 | 2011-03-02 00:00:00,1,0,1,1,9.02,11.365,69,11.0014,3,5,8
  904 | 2011-03-02 01:00:00,1,0,1,1,9.02,11.365,69,12.998,0,4,4
  905 | 2011-03-02 02:00:00,1,0,1,1,9.02,11.365,69,12.998,0,2,2
  906 | 2011-03-02 03:00:00,1,0,1,1,9.02,10.605,69,19.0012,3,1,4
  907 | 2011-03-02 04:00:00,1,0,1,1,8.2,10.605,75,8.9981,1,0,1
  908 | 2011-03-02 05:00:00,1,0,1,1,9.02,10.605,69,15.0013,0,5,5
  909 | 2011-03-02 06:00:00,1,0,1,1,9.02,10.605,55,16.9979,1,39,40
  910 | 2011-03-02 07:00:00,1,0,1,1,9.02,10.605,64,16.9979,2,108,110
  911 | 2011-03-02 08:00:00,1,0,1,1,9.84,10.605,65,19.0012,13,243,256
  912 | 2011-03-02 09:00:00,1,0,1,1,11.48,12.88,56,19.9995,7,141,148
  913 | 2011-03-02 10:00:00,1,0,1,1,13.12,15.15,49,19.0012,11,65,76
  914 | 2011-03-02 11:00:00,1,0,1,1,13.94,15.15,53,22.0028,8,65,73
  915 | 2011-03-02 12:00:00,1,0,1,1,16.4,20.455,43,12.998,20,62,82
  916 | 2011-03-02 13:00:00,1,0,1,1,20.5,24.24,25,0,35,90,125
  917 | 2011-03-02 14:00:00,1,0,1,1,21.32,25,23,19.9995,21,75,96
  918 | 2011-03-02 15:00:00,1,0,1,1,22.14,25.76,19,27.9993,19,91,110
  919 | 2011-03-02 16:00:00,1,0,1,1,22.14,25.76,19,22.0028,27,112,139
  920 | 2011-03-02 17:00:00,1,0,1,1,20.5,24.24,23,19.0012,30,238,268
  921 | 2011-03-02 18:00:00,1,0,1,1,18.86,22.725,23,32.9975,8,193,201
  922 | 2011-03-02 19:00:00,1,0,1,1,16.4,20.455,28,35.0008,6,144,150
  923 | 2011-03-02 20:00:00,1,0,1,1,14.76,16.665,29,27.9993,9,86,95
  924 | 2011-03-02 21:00:00,1,0,1,1,13.94,14.395,29,31.0009,3,68,71
  925 | 2011-03-02 22:00:00,1,0,1,1,12.3,12.88,26,36.9974,4,44,48
  926 | 2011-03-02 23:00:00,1,0,1,1,10.66,10.605,30,35.0008,0,22,22
  927 | 2011-03-03 00:00:00,1,0,1,1,9.84,9.85,30,31.0009,3,10,13
  928 | 2011-03-03 01:00:00,1,0,1,1,9.84,9.85,30,31.0009,0,1,1
  929 | 2011-03-03 02:00:00,1,0,1,1,8.2,8.335,27,31.0009,1,2,3
  930 | 2011-03-03 03:00:00,1,0,1,1,8.2,8.335,27,31.0009,0,1,1
  931 | 2011-03-03 04:00:00,1,0,1,1,6.56,6.06,31,32.9975,0,1,1
  932 | 2011-03-03 05:00:00,1,0,1,1,5.74,6.06,33,19.9995,1,7,8
  933 | 2011-03-03 06:00:00,1,0,1,1,5.74,6.06,33,19.9995,1,34,35
  934 | 2011-03-03 07:00:00,1,0,1,1,4.92,4.545,42,27.9993,1,110,111
  935 | 2011-03-03 08:00:00,1,0,1,1,5.74,6.06,39,19.9995,4,216,220
  936 | 2011-03-03 09:00:00,1,0,1,1,6.56,6.82,37,19.0012,10,135,145
  937 | 2011-03-03 10:00:00,1,0,1,1,7.38,9.09,29,12.998,7,49,56
  938 | 2011-03-03 11:00:00,1,0,1,1,8.2,11.365,29,6.0032,10,40,50
  939 | 2011-03-03 12:00:00,1,0,1,1,9.02,11.365,25,8.9981,7,65,72
  940 | 2011-03-03 13:00:00,1,0,1,1,9.02,12.88,25,6.0032,13,67,80
  941 | 2011-03-03 14:00:00,1,0,1,1,9.84,12.88,21,7.0015,18,60,78
  942 | 2011-03-03 15:00:00,1,0,1,1,9.84,14.395,23,0,6,62,68
  943 | 2011-03-03 16:00:00,1,0,1,1,10.66,15.15,23,0,6,65,71
  944 | 2011-03-03 17:00:00,1,0,1,1,10.66,15.15,22,0,17,185,202
  945 | 2011-03-03 18:00:00,1,0,1,1,9.84,10.605,35,22.0028,6,161,167
  946 | 2011-03-03 19:00:00,1,0,1,1,8.2,9.85,40,16.9979,5,101,106
  947 | 2011-03-03 20:00:00,1,0,1,1,8.2,11.365,40,6.0032,1,69,70
  948 | 2011-03-03 21:00:00,1,0,1,1,7.38,10.605,40,7.0015,3,48,51
  949 | 2011-03-03 22:00:00,1,0,1,1,8.2,12.88,40,0,3,50,53
  950 | 2011-03-03 23:00:00,1,0,1,2,7.38,10.605,43,6.0032,0,23,23
  951 | 2011-03-04 00:00:00,1,0,1,2,8.2,9.85,55,12.998,0,12,12
  952 | 2011-03-04 01:00:00,1,0,1,2,7.38,9.09,64,12.998,0,4,4
  953 | 2011-03-04 02:00:00,1,0,1,2,7.38,9.09,64,12.998,0,2,2
  954 | 2011-03-04 03:00:00,1,0,1,2,7.38,8.335,74,16.9979,0,1,1
  955 | 2011-03-04 04:00:00,1,0,1,2,7.38,9.09,74,12.998,1,0,1
  956 | 2011-03-04 05:00:00,1,0,1,2,6.56,9.09,74,8.9981,0,7,7
  957 | 2011-03-04 06:00:00,1,0,1,2,6.56,9.85,74,6.0032,1,28,29
  958 | 2011-03-04 07:00:00,1,0,1,1,6.56,9.09,80,8.9981,0,83,83
  959 | 2011-03-04 08:00:00,1,0,1,1,7.38,9.85,74,8.9981,6,222,228
  960 | 2011-03-04 09:00:00,1,0,1,1,9.02,11.365,60,8.9981,12,138,150
  961 | 2011-03-04 10:00:00,1,0,1,1,9.84,11.365,60,16.9979,10,56,66
  962 | 2011-03-04 11:00:00,1,0,1,1,11.48,13.635,52,15.0013,16,73,89
  963 | 2011-03-04 12:00:00,1,0,1,1,13.12,15.15,43,11.0014,10,87,97
  964 | 2011-03-04 13:00:00,1,0,1,1,13.94,15.91,42,15.0013,13,74,87
  965 | 2011-03-04 14:00:00,1,0,1,1,14.76,16.665,40,19.0012,30,65,95
  966 | 2011-03-04 15:00:00,1,0,1,1,14.76,16.665,40,19.9995,31,75,106
  967 | 2011-03-04 16:00:00,1,0,1,1,14.76,17.425,46,12.998,17,101,118
  968 | 2011-03-04 17:00:00,1,0,1,2,14.76,16.665,50,16.9979,22,206,228
  969 | 2011-03-04 18:00:00,1,0,1,2,13.94,15.15,53,19.9995,15,172,187
  970 | 2011-03-04 19:00:00,1,0,1,1,13.12,15.15,61,16.9979,5,102,107
  971 | 2011-03-04 20:00:00,1,0,1,2,12.3,14.395,70,12.998,9,78,87
  972 | 2011-03-04 21:00:00,1,0,1,2,12.3,14.395,70,15.0013,6,64,70
  973 | 2011-03-04 22:00:00,1,0,1,1,12.3,14.395,70,12.998,4,40,44
  974 | 2011-03-04 23:00:00,1,0,1,2,12.3,15.15,75,11.0014,6,40,46
  975 | 2011-03-05 00:00:00,1,0,0,2,11.48,14.395,81,7.0015,4,15,19
  976 | 2011-03-05 01:00:00,1,0,0,2,12.3,15.91,81,7.0015,5,20,25
  977 | 2011-03-05 02:00:00,1,0,0,2,12.3,14.395,87,12.998,5,15,20
  978 | 2011-03-05 03:00:00,1,0,0,2,12.3,14.395,87,12.998,0,2,2
  979 | 2011-03-05 04:00:00,1,0,0,2,12.3,15.15,93,11.0014,0,1,1
  980 | 2011-03-05 05:00:00,1,0,0,2,12.3,15.15,100,8.9981,0,3,3
  981 | 2011-03-05 06:00:00,1,0,0,2,12.3,14.395,100,15.0013,1,3,4
  982 | 2011-03-05 07:00:00,1,0,0,2,12.3,13.635,100,19.9995,5,10,15
  983 | 2011-03-05 08:00:00,1,0,0,2,12.3,13.635,100,19.9995,11,34,45
  984 | 2011-03-05 09:00:00,1,0,0,2,13.12,15.15,93,15.0013,15,48,63
  985 | 2011-03-05 10:00:00,1,0,0,2,13.94,16.665,93,12.998,34,69,103
  986 | 2011-03-05 11:00:00,1,0,0,2,16.4,20.455,76,15.0013,43,116,159
  987 | 2011-03-05 12:00:00,1,0,0,2,18.04,21.97,67,16.9979,46,121,167
  988 | 2011-03-05 13:00:00,1,0,0,2,18.86,22.725,67,19.0012,60,130,190
  989 | 2011-03-05 14:00:00,1,0,0,2,19.68,23.485,59,19.0012,80,118,198
  990 | 2011-03-05 15:00:00,1,0,0,2,18.86,22.725,63,19.9995,83,122,205
  991 | 2011-03-05 16:00:00,1,0,0,2,19.68,23.485,59,19.9995,74,130,204
  992 | 2011-03-05 17:00:00,1,0,0,2,19.68,23.485,59,23.9994,60,104,164
  993 | 2011-03-05 18:00:00,1,0,0,2,19.68,23.485,59,22.0028,37,115,152
  994 | 2011-03-05 19:00:00,1,0,0,2,18.86,22.725,67,22.0028,27,62,89
  995 | 2011-03-05 20:00:00,1,0,0,2,18.04,21.97,77,22.0028,12,58,70
  996 | 2011-03-05 21:00:00,1,0,0,2,18.04,21.97,72,22.0028,12,60,72
  997 | 2011-03-05 22:00:00,1,0,0,2,17.22,21.21,77,19.9995,16,47,63
  998 | 2011-03-05 23:00:00,1,0,0,2,18.04,21.97,77,19.9995,10,34,44
  999 | 2011-03-06 00:00:00,1,0,0,2,17.22,21.21,77,23.9994,11,41,52
 1000 | 2011-03-06 01:00:00,1,0,0,2,17.22,21.21,77,19.0012,12,27,39
 1001 | 2011-03-06 02:00:00,1,0,0,2,16.4,20.455,82,19.0012,5,27,32
 1002 | 2011-03-06 03:00:00,1,0,0,2,17.22,21.21,82,19.9995,2,9,11
 1003 | 2011-03-06 04:00:00,1,0,0,2,17.22,21.21,88,23.9994,0,3,3
 1004 | 2011-03-06 06:00:00,1,0,0,2,17.22,21.21,94,23.9994,1,1,2
 1005 | 2011-03-06 07:00:00,1,0,0,3,17.22,21.21,100,30.0026,0,5,5
 1006 | 2011-03-06 08:00:00,1,0,0,2,16.4,20.455,100,19.9995,1,8,9
 1007 | 2011-03-06 09:00:00,1,0,0,2,17.22,21.21,100,19.0012,4,18,22
 1008 | 2011-03-06 10:00:00,1,0,0,2,17.22,21.21,100,19.9995,4,27,31
 1009 | 2011-03-06 11:00:00,1,0,0,2,17.22,21.21,100,15.0013,18,44,62
 1010 | 2011-03-06 12:00:00,1,0,0,2,18.86,22.725,94,22.0028,10,69,79
 1011 | 2011-03-06 13:00:00,1,0,0,2,18.86,22.725,94,23.9994,22,83,105
 1012 | 2011-03-06 14:00:00,1,0,0,3,18.04,21.97,100,15.0013,12,27,39
 1013 | 2011-03-06 15:00:00,1,0,0,3,18.04,21.97,100,15.0013,3,4,7
 1014 | 2011-03-06 16:00:00,1,0,0,3,14.76,16.665,100,19.0012,3,8,11
 1015 | 2011-03-06 17:00:00,1,0,0,3,13.94,15.15,100,19.9995,2,23,25
 1016 | 2011-03-06 18:00:00,1,0,0,3,13.12,14.395,100,23.9994,0,23,23
 1017 | 2011-03-06 19:00:00,1,0,0,3,12.3,12.88,100,32.9975,0,11,11
 1018 | 2011-03-06 20:00:00,1,0,0,3,11.48,12.12,100,27.9993,3,8,11
 1019 | 2011-03-06 21:00:00,1,0,0,3,9.84,9.09,93,40.9973,1,6,7
 1020 | 2011-03-06 22:00:00,1,0,0,2,9.02,9.85,100,26.0027,0,10,10
 1021 | 2011-03-06 23:00:00,1,0,0,2,9.02,9.85,100,27.9993,0,9,9
 1022 | 2011-03-07 00:00:00,1,0,1,3,8.2,9.09,100,22.0028,0,4,4
 1023 | 2011-03-07 01:00:00,1,0,1,3,8.2,9.09,100,22.0028,0,2,2
 1024 | 2011-03-07 03:00:00,1,0,1,1,8.2,7.575,80,39.0007,0,1,1
 1025 | 2011-03-07 04:00:00,1,0,1,1,8.2,7.575,80,35.0008,1,0,1
 1026 | 2011-03-07 05:00:00,1,0,1,1,8.2,9.09,75,23.9994,0,1,1
 1027 | 2011-03-07 06:00:00,1,0,1,1,8.2,9.09,75,26.0027,3,31,34
 1028 | 2011-03-07 07:00:00,1,0,1,1,8.2,8.335,75,27.9993,3,88,91
 1029 | 2011-03-07 08:00:00,1,0,1,1,8.2,9.09,75,26.0027,11,200,211
 1030 | 2011-03-07 09:00:00,1,0,1,1,9.02,9.09,64,31.0009,5,129,134
 1031 | 2011-03-07 10:00:00,1,0,1,1,9.84,10.605,60,19.9995,15,43,58
 1032 | 2011-03-07 11:00:00,1,0,1,1,10.66,10.605,48,30.0026,19,41,60
 1033 | 2011-03-07 12:00:00,1,0,1,1,12.3,13.635,42,27.9993,28,68,96
 1034 | 2011-03-07 13:00:00,1,0,1,1,13.12,14.395,36,26.0027,16,54,70
 1035 | 2011-03-07 14:00:00,1,0,1,1,13.12,14.395,36,27.9993,21,56,77
 1036 | 2011-03-07 15:00:00,1,0,1,1,13.94,15.15,31,26.0027,32,64,96
 1037 | 2011-03-07 16:00:00,1,0,1,1,13.94,15.15,31,23.9994,26,96,122
 1038 | 2011-03-07 17:00:00,1,0,1,1,13.94,15.15,29,23.9994,27,206,233
 1039 | 2011-03-07 18:00:00,1,0,1,1,13.12,15.15,31,15.0013,19,214,233
 1040 | 2011-03-07 19:00:00,1,0,1,1,12.3,14.395,33,15.0013,11,134,145
 1041 | 2011-03-07 20:00:00,1,0,1,1,12.3,15.15,33,11.0014,5,87,92
 1042 | 2011-03-07 21:00:00,1,0,1,1,11.48,13.635,38,15.0013,1,53,54
 1043 | 2011-03-07 22:00:00,1,0,1,1,10.66,12.88,48,11.0014,1,34,35
 1044 | 2011-03-07 23:00:00,1,0,1,1,11.48,15.91,48,0,0,22,22
 1045 | 2011-03-08 00:00:00,1,0,1,1,10.66,14.395,48,6.0032,1,9,10
 1046 | 2011-03-08 01:00:00,1,0,1,1,9.84,12.12,52,8.9981,0,4,4
 1047 | 2011-03-08 02:00:00,1,0,1,1,9.84,12.12,52,8.9981,1,0,1
 1048 | 2011-03-08 03:00:00,1,0,1,1,9.84,12.88,52,6.0032,5,2,7
 1049 | 2011-03-08 04:00:00,1,0,1,1,9.02,13.635,64,0,0,2,2
 1050 | 2011-03-08 05:00:00,1,0,1,1,8.2,11.365,69,7.0015,2,8,10
 1051 | 2011-03-08 06:00:00,1,0,1,1,8.2,12.88,59,0,3,42,45
 1052 | 2011-03-08 07:00:00,1,0,1,1,7.38,9.85,64,8.9981,9,119,128
 1053 | 2011-03-08 08:00:00,1,0,1,1,9.02,11.365,55,12.998,10,247,257
 1054 | 2011-03-08 09:00:00,1,0,1,1,10.66,12.88,41,11.0014,11,140,151
 1055 | 2011-03-08 10:00:00,1,0,1,2,12.3,14.395,33,12.998,25,46,71
 1056 | 2011-03-08 11:00:00,1,0,1,2,14.76,17.425,25,11.0014,26,52,78
 1057 | 2011-03-08 12:00:00,1,0,1,2,14.76,18.94,23,0,29,70,99
 1058 | 2011-03-08 13:00:00,1,0,1,2,15.58,19.695,25,7.0015,25,73,98
 1059 | 2011-03-08 14:00:00,1,0,1,2,15.58,19.695,20,0,16,56,72
 1060 | 2011-03-08 15:00:00,1,0,1,2,14.76,18.94,18,0,35,77,112
 1061 | 2011-03-08 16:00:00,1,0,1,1,15.58,19.695,27,11.0014,26,82,108
 1062 | 2011-03-08 17:00:00,1,0,1,1,14.76,17.425,27,15.0013,39,209,248
 1063 | 2011-03-08 18:00:00,1,0,1,1,13.94,16.665,27,12.998,21,214,235
 1064 | 2011-03-08 19:00:00,1,0,1,1,13.94,17.425,31,7.0015,9,141,150
 1065 | 2011-03-08 20:00:00,1,0,1,1,13.12,16.665,39,6.0032,2,74,76
 1066 | 2011-03-08 21:00:00,1,0,1,1,12.3,14.395,49,12.998,7,68,75
 1067 | 2011-03-08 22:00:00,1,0,1,1,12.3,14.395,49,15.0013,11,44,55
 1068 | 2011-03-08 23:00:00,1,0,1,1,11.48,13.635,61,12.998,3,38,41
 1069 | 2011-03-09 00:00:00,1,0,1,1,10.66,14.395,65,6.0032,0,9,9
 1070 | 2011-03-09 01:00:00,1,0,1,1,10.66,13.635,52,8.9981,0,4,4
 1071 | 2011-03-09 02:00:00,1,0,1,1,10.66,13.635,52,8.9981,1,1,2
 1072 | 2011-03-09 03:00:00,1,0,1,1,9.84,12.88,70,6.0032,1,2,3
 1073 | 2011-03-09 04:00:00,1,0,1,1,9.84,12.88,75,7.0015,0,2,2
 1074 | 2011-03-09 05:00:00,1,0,1,2,9.84,12.12,81,8.9981,1,7,8
 1075 | 2011-03-09 06:00:00,1,0,1,2,9.84,12.88,85,7.0015,5,44,49
 1076 | 2011-03-09 07:00:00,1,0,1,2,9.84,12.12,87,11.0014,18,123,141
 1077 | 2011-03-09 08:00:00,1,0,1,2,9.84,12.12,87,8.9981,11,238,249
 1078 | 2011-03-09 09:00:00,1,0,1,2,10.66,12.12,87,16.9979,5,136,141
 1079 | 2011-03-09 10:00:00,1,0,1,2,12.3,14.395,75,16.9979,8,49,57
 1080 | 2011-03-09 11:00:00,1,0,1,2,13.12,14.395,76,26.0027,15,44,59
 1081 | 2011-03-09 12:00:00,1,0,1,2,13.12,15.15,76,16.9979,14,84,98
 1082 | 2011-03-09 13:00:00,1,0,1,2,13.12,14.395,76,23.9994,17,82,99
 1083 | 2011-03-09 14:00:00,1,0,1,2,13.94,15.15,76,19.9995,10,61,71
 1084 | 2011-03-09 15:00:00,1,0,1,2,14.76,16.665,71,19.9995,15,64,79
 1085 | 2011-03-09 16:00:00,1,0,1,2,13.94,15.15,76,22.0028,10,102,112
 1086 | 2011-03-09 17:00:00,1,0,1,2,13.94,15.15,76,19.9995,18,176,194
 1087 | 2011-03-09 18:00:00,1,0,1,2,13.94,15.91,76,16.9979,12,176,188
 1088 | 2011-03-09 19:00:00,1,0,1,2,13.94,15.15,76,22.0028,11,123,134
 1089 | 2011-03-09 20:00:00,1,0,1,2,13.12,15.91,87,12.998,4,87,91
 1090 | 2011-03-09 21:00:00,1,0,1,2,13.12,15.15,93,22.0028,10,52,62
 1091 | 2011-03-09 22:00:00,1,0,1,3,13.12,15.91,93,11.0014,4,17,21
 1092 | 2011-03-09 23:00:00,1,0,1,3,13.94,16.665,93,12.998,1,17,18
 1093 | 2011-03-10 00:00:00,1,0,1,3,13.94,15.91,0,16.9979,3,0,3
 1094 | 2011-03-10 01:00:00,1,0,1,3,13.94,15.91,0,16.9979,0,2,2
 1095 | 2011-03-10 02:00:00,1,0,1,3,13.94,15.91,0,16.9979,0,1,1
 1096 | 2011-03-10 05:00:00,1,0,1,3,14.76,17.425,0,12.998,1,2,3
 1097 | 2011-03-10 06:00:00,1,0,1,3,14.76,16.665,0,22.0028,0,12,12
 1098 | 2011-03-10 07:00:00,1,0,1,3,15.58,19.695,0,15.0013,1,36,37
 1099 | 2011-03-10 08:00:00,1,0,1,3,15.58,19.695,0,19.0012,1,43,44
 1100 | 2011-03-10 09:00:00,1,0,1,3,16.4,20.455,0,15.0013,1,23,24
 1101 | 2011-03-10 10:00:00,1,0,1,3,16.4,20.455,0,11.0014,0,17,17
 1102 | 2011-03-10 11:00:00,1,0,1,3,16.4,20.455,0,16.9979,6,5,11
 1103 | 2011-03-10 12:00:00,1,0,1,3,17.22,21.21,0,15.0013,4,30,34
 1104 | 2011-03-10 13:00:00,1,0,1,3,17.22,21.21,0,15.0013,1,11,12
 1105 | 2011-03-10 14:00:00,1,0,1,3,18.04,21.97,0,19.9995,0,12,12
 1106 | 2011-03-10 15:00:00,1,0,1,3,18.04,21.97,0,15.0013,3,11,14
 1107 | 2011-03-10 16:00:00,1,0,1,3,17.22,21.21,0,16.9979,1,20,21
 1108 | 2011-03-10 17:00:00,1,0,1,2,18.04,21.97,0,26.0027,2,109,111
 1109 | 2011-03-10 18:00:00,1,0,1,3,18.04,21.97,0,23.9994,2,80,82
 1110 | 2011-03-10 19:00:00,1,0,1,3,18.04,21.97,0,39.0007,5,51,56
 1111 | 2011-03-10 20:00:00,1,0,1,3,14.76,16.665,0,22.0028,9,29,38
 1112 | 2011-03-10 21:00:00,1,0,1,3,14.76,17.425,0,15.0013,1,27,28
 1113 | 2011-03-10 22:00:00,1,0,1,2,13.94,16.665,0,8.9981,4,30,34
 1114 | 2011-03-10 23:00:00,1,0,1,3,13.94,17.425,0,6.0032,1,26,27
 1115 | 2011-03-11 00:00:00,1,0,1,2,13.94,17.425,100,6.0032,0,6,6
 1116 | 2011-03-11 01:00:00,1,0,1,3,13.94,17.425,100,7.0015,0,8,8
 1117 | 2011-03-11 02:00:00,1,0,1,3,13.94,17.425,100,7.0015,2,3,5
 1118 | 2011-03-11 03:00:00,1,0,1,2,13.12,16.665,93,6.0032,0,2,2
 1119 | 2011-03-11 05:00:00,1,0,1,1,12.3,14.395,81,15.0013,1,6,7
 1120 | 2011-03-11 06:00:00,1,0,1,1,10.66,12.12,81,19.0012,1,31,32
 1121 | 2011-03-11 07:00:00,1,0,1,1,10.66,12.88,70,12.998,10,104,114
 1122 | 2011-03-11 08:00:00,1,0,1,1,11.48,13.635,70,16.9979,15,244,259
 1123 | 2011-03-11 09:00:00,1,0,1,2,12.3,14.395,61,19.0012,13,143,156
 1124 | 2011-03-11 10:00:00,1,0,1,2,13.12,15.15,57,19.9995,18,60,78
 1125 | 2011-03-11 11:00:00,1,0,1,2,13.12,15.15,57,19.9995,14,67,81
 1126 | 2011-03-11 12:00:00,1,0,1,2,13.94,15.91,53,16.9979,15,96,111
 1127 | 2011-03-11 13:00:00,1,0,1,1,14.76,16.665,53,16.9979,15,92,107
 1128 | 2011-03-11 14:00:00,1,0,1,2,14.76,16.665,50,23.9994,25,64,89
 1129 | 2011-03-11 15:00:00,1,0,1,2,13.94,15.91,53,16.9979,21,64,85
 1130 | 2011-03-11 16:00:00,1,0,1,2,13.94,15.15,49,19.9995,18,95,113
 1131 | 2011-03-11 17:00:00,1,0,1,1,13.94,15.91,49,15.0013,23,200,223
 1132 | 2011-03-11 18:00:00,1,0,1,1,13.12,15.15,49,22.0028,19,134,153
 1133 | 2011-03-11 19:00:00,1,0,1,1,12.3,13.635,56,22.0028,7,111,118
 1134 | 2011-03-11 20:00:00,1,0,1,1,12.3,15.15,56,11.0014,6,70,76
 1135 | 2011-03-11 21:00:00,1,0,1,2,12.3,14.395,52,16.9979,10,43,53
 1136 | 2011-03-11 22:00:00,1,0,1,1,12.3,15.15,52,11.0014,11,53,64
 1137 | 2011-03-11 23:00:00,1,0,1,1,12.3,14.395,52,16.9979,3,34,37
 1138 | 2011-03-12 00:00:00,1,0,0,1,10.66,13.635,60,8.9981,4,30,34
 1139 | 2011-03-12 01:00:00,1,0,0,1,9.84,11.365,65,12.998,3,15,18
 1140 | 2011-03-12 02:00:00,1,0,0,1,9.84,11.365,65,12.998,0,14,14
 1141 | 2011-03-12 03:00:00,1,0,0,1,9.84,11.365,65,16.9979,1,6,7
 1142 | 2011-03-12 04:00:00,1,0,0,1,9.84,11.365,65,16.9979,0,1,1
 1143 | 2011-03-12 05:00:00,1,0,0,1,9.02,11.365,69,12.998,0,2,2
 1144 | 2011-03-12 06:00:00,1,0,0,1,9.02,10.605,75,16.9979,2,2,4
 1145 | 2011-03-12 07:00:00,1,0,0,1,9.84,11.365,70,12.998,4,19,23
 1146 | 2011-03-12 08:00:00,1,0,0,1,10.66,12.88,65,11.0014,9,44,53
 1147 | 2011-03-12 09:00:00,1,0,0,1,11.48,14.395,65,7.0015,25,76,101
 1148 | 2011-03-12 10:00:00,1,0,0,1,13.12,15.15,66,15.0013,21,78,99
 1149 | 2011-03-12 11:00:00,1,0,0,1,13.94,15.15,49,22.0028,36,83,119
 1150 | 2011-03-12 12:00:00,1,0,0,1,13.94,15.91,53,19.0012,51,107,158
 1151 | 2011-03-12 13:00:00,1,0,0,1,14.76,16.665,51,23.9994,62,95,157
 1152 | 2011-03-12 14:00:00,1,0,0,1,16.4,20.455,50,30.0026,70,96,166
 1153 | 2011-03-12 15:00:00,1,0,0,1,17.22,21.21,44,32.9975,81,101,182
 1154 | 2011-03-12 16:00:00,1,0,0,1,18.86,22.725,41,30.0026,100,144,244
 1155 | 2011-03-12 17:00:00,1,0,0,1,18.86,22.725,44,22.0028,99,114,213
 1156 | 2011-03-12 18:00:00,1,0,0,1,17.22,21.21,54,11.0014,54,91,145
 1157 | 2011-03-12 19:00:00,1,0,0,1,17.22,21.21,54,6.0032,26,86,112
 1158 | 2011-03-12 20:00:00,1,0,0,1,16.4,20.455,58,7.0015,22,64,86
 1159 | 2011-03-12 21:00:00,1,0,0,1,15.58,19.695,62,0,36,46,82
 1160 | 2011-03-12 22:00:00,1,0,0,1,14.76,18.94,71,0,7,56,63
 1161 | 2011-03-12 23:00:00,1,0,0,1,15.58,19.695,66,6.0032,11,38,49
 1162 | 2011-03-13 00:00:00,1,0,0,1,15.58,19.695,62,7.0015,3,35,38
 1163 | 2011-03-13 01:00:00,1,0,0,1,14.76,17.425,66,8.9981,10,23,33
 1164 | 2011-03-13 03:00:00,1,0,0,1,13.94,16.665,76,8.9981,6,17,23
 1165 | 2011-03-13 04:00:00,1,0,0,1,13.94,16.665,66,11.0014,4,9,13
 1166 | 2011-03-13 05:00:00,1,0,0,1,14.76,17.425,62,8.9981,0,3,3
 1167 | 2011-03-13 06:00:00,1,0,0,1,13.94,18.18,66,0,0,2,2
 1168 | 2011-03-13 07:00:00,1,0,0,1,14.76,17.425,62,12.998,2,8,10
 1169 | 2011-03-13 08:00:00,1,0,0,1,16.4,20.455,50,19.9995,11,23,34
 1170 | 2011-03-13 09:00:00,1,0,0,1,16.4,20.455,50,27.9993,8,36,44
 1171 | 2011-03-13 10:00:00,1,0,0,1,17.22,21.21,47,16.9979,36,86,122
 1172 | 2011-03-13 11:00:00,1,0,0,1,18.04,21.97,41,27.9993,88,93,181
 1173 | 2011-03-13 12:00:00,1,0,0,1,18.86,22.725,38,26.0027,74,120,194
 1174 | 2011-03-13 13:00:00,1,0,0,1,18.86,22.725,38,26.0027,97,124,221
 1175 | 2011-03-13 14:00:00,1,0,0,1,18.86,22.725,41,19.9995,144,106,250
 1176 | 2011-03-13 15:00:00,1,0,0,1,19.68,23.485,39,22.0028,149,155,304
 1177 | 2011-03-13 16:00:00,1,0,0,1,18.86,22.725,41,26.0027,124,132,256
 1178 | 2011-03-13 17:00:00,1,0,0,1,18.04,21.97,41,23.9994,98,143,241
 1179 | 2011-03-13 18:00:00,1,0,0,1,16.4,20.455,43,23.9994,55,92,147
 1180 | 2011-03-13 19:00:00,1,0,0,1,14.76,16.665,50,23.9994,28,73,101
 1181 | 2011-03-13 20:00:00,1,0,0,1,13.12,15.15,57,19.9995,23,54,77
 1182 | 2011-03-13 21:00:00,1,0,0,1,12.3,14.395,56,16.9979,9,49,58
 1183 | 2011-03-13 22:00:00,1,0,0,1,12.3,13.635,56,22.0028,8,29,37
 1184 | 2011-03-13 23:00:00,1,0,0,1,10.66,12.88,65,15.0013,5,23,28
 1185 | 2011-03-14 00:00:00,1,0,1,1,10.66,13.635,65,7.0015,4,7,11
 1186 | 2011-03-14 01:00:00,1,0,1,1,10.66,14.395,65,6.0032,0,1,1
 1187 | 2011-03-14 02:00:00,1,0,1,1,10.66,14.395,65,6.0032,0,1,1
 1188 | 2011-03-14 03:00:00,1,0,1,1,10.66,13.635,65,8.9981,0,3,3
 1189 | 2011-03-14 05:00:00,1,0,1,1,9.84,12.12,70,8.9981,0,8,8
 1190 | 2011-03-14 06:00:00,1,0,1,1,10.66,13.635,65,8.9981,1,27,28
 1191 | 2011-03-14 07:00:00,1,0,1,2,11.48,15.91,61,0,4,84,88
 1192 | 2011-03-14 08:00:00,1,0,1,2,12.3,15.15,56,8.9981,24,217,241
 1193 | 2011-03-14 09:00:00,1,0,1,1,13.12,15.15,53,22.0028,13,127,140
 1194 | 2011-03-14 10:00:00,1,0,1,1,13.94,15.91,42,16.9979,27,57,84
 1195 | 2011-03-14 11:00:00,1,0,1,1,14.76,16.665,40,16.9979,26,45,71
 1196 | 2011-03-14 12:00:00,1,0,1,1,15.58,19.695,37,0,40,54,94
 1197 | 2011-03-14 13:00:00,1,0,1,1,15.58,19.695,36,22.0028,24,51,75
 1198 | 2011-03-14 14:00:00,1,0,1,2,15.58,19.695,34,0,27,52,79
 1199 | 2011-03-14 15:00:00,1,0,1,1,15.58,19.695,37,11.0014,24,77,101
 1200 | 2011-03-14 16:00:00,1,0,1,1,16.4,20.455,35,7.0015,27,80,107
 1201 | 2011-03-14 17:00:00,1,0,1,1,15.58,19.695,40,12.998,42,229,271
 1202 | 2011-03-14 18:00:00,1,0,1,1,14.76,18.18,40,7.0015,25,210,235
 1203 | 2011-03-14 19:00:00,1,0,1,1,14.76,17.425,43,8.9981,17,133,150
 1204 | 2011-03-14 20:00:00,1,0,1,1,13.94,15.91,46,15.0013,23,106,129
 1205 | 2011-03-14 21:00:00,1,0,1,1,13.94,16.665,46,8.9981,5,58,63
 1206 | 2011-03-14 22:00:00,1,0,1,1,13.12,16.665,49,7.0015,4,43,47
 1207 | 2011-03-14 23:00:00,1,0,1,1,13.12,17.425,53,0,2,17,19
 1208 | 2011-03-15 00:00:00,1,0,1,1,13.12,17.425,53,0,7,7,14
 1209 | 2011-03-15 01:00:00,1,0,1,1,12.3,15.15,62,6.0032,4,6,10
 1210 | 2011-03-15 02:00:00,1,0,1,1,12.3,15.15,62,6.0032,1,2,3
 1211 | 2011-03-15 04:00:00,1,0,1,1,9.84,12.88,75,6.0032,1,1,2
 1212 | 2011-03-15 05:00:00,1,0,1,1,9.84,11.365,75,12.998,0,11,11
 1213 | 2011-03-15 06:00:00,1,0,1,1,9.02,11.365,80,12.998,3,32,35
 1214 | 2011-03-15 07:00:00,1,0,1,1,9.84,12.12,75,11.0014,10,109,119
 1215 | 2011-03-15 08:00:00,1,0,1,1,10.66,14.395,70,6.0032,23,259,282
 1216 | 2011-03-15 09:00:00,1,0,1,2,12.3,16.665,70,0,10,147,157
 1217 | 2011-03-15 10:00:00,1,0,1,2,13.12,15.91,66,12.998,22,56,78
 1218 | 2011-03-15 11:00:00,1,0,1,2,13.94,15.91,57,15.0013,27,51,78
 1219 | 2011-03-15 12:00:00,1,0,1,2,14.76,17.425,50,15.0013,32,70,102
 1220 | 2011-03-15 13:00:00,1,0,1,2,14.76,16.665,57,19.0012,23,74,97
 1221 | 2011-03-15 14:00:00,1,0,1,2,15.58,19.695,46,19.9995,14,74,88
 1222 | 2011-03-15 15:00:00,1,0,1,2,15.58,19.695,43,19.0012,24,66,90
 1223 | 2011-03-15 16:00:00,1,0,1,2,15.58,19.695,46,22.0028,21,93,114
 1224 | 2011-03-15 17:00:00,1,0,1,2,14.76,17.425,62,12.998,22,195,217
 1225 | 2011-03-15 18:00:00,1,0,1,2,14.76,16.665,62,19.9995,18,207,225
 1226 | 2011-03-15 19:00:00,1,0,1,2,13.94,15.91,71,19.0012,14,138,152
 1227 | 2011-03-15 20:00:00,1,0,1,2,13.94,15.91,71,19.0012,9,79,88
 1228 | 2011-03-15 21:00:00,1,0,1,3,13.12,16.665,81,7.0015,2,53,55
 1229 | 2011-03-15 22:00:00,1,0,1,2,13.12,15.91,87,11.0014,1,20,21
 1230 | 2011-03-15 23:00:00,1,0,1,2,13.12,15.91,87,11.0014,1,17,18
 1231 | 2011-03-16 00:00:00,1,0,1,3,12.3,14.395,93,16.9979,0,8,8
 1232 | 2011-03-16 01:00:00,1,0,1,3,12.3,13.635,100,19.9995,1,2,3
 1233 | 2011-03-16 03:00:00,1,0,1,2,11.48,13.635,100,15.0013,1,2,3
 1234 | 2011-03-16 04:00:00,1,0,1,2,12.3,15.15,93,11.0014,0,1,1
 1235 | 2011-03-16 05:00:00,1,0,1,2,12.3,15.91,93,7.0015,0,3,3
 1236 | 2011-03-16 06:00:00,1,0,1,2,12.3,15.91,93,7.0015,1,30,31
 1237 | 2011-03-16 07:00:00,1,0,1,2,12.3,14.395,93,12.998,10,101,111
 1238 | 2011-03-16 08:00:00,1,0,1,2,13.12,15.91,93,0,26,227,253
 1239 | 2011-03-16 09:00:00,1,0,1,2,13.12,16.665,93,8.9981,10,144,154
 1240 | 2011-03-16 10:00:00,1,0,1,2,14.76,17.425,81,11.0014,19,49,68
 1241 | 2011-03-16 11:00:00,1,0,1,2,14.76,17.425,81,8.9981,13,62,75
 1242 | 2011-03-16 12:00:00,1,0,1,2,16.4,20.455,71,7.0015,23,65,88
 1243 | 2011-03-16 13:00:00,1,0,1,2,16.4,20.455,76,8.9981,18,81,99
 1244 | 2011-03-16 14:00:00,1,0,1,2,16.4,20.455,76,15.0013,33,67,100
 1245 | 2011-03-16 15:00:00,1,0,1,2,16.4,20.455,76,16.9979,22,79,101
 1246 | 2011-03-16 16:00:00,1,0,1,2,16.4,20.455,76,11.0014,30,121,151
 1247 | 2011-03-16 17:00:00,1,0,1,2,18.04,21.97,54,19.9995,37,216,253
 1248 | 2011-03-16 18:00:00,1,0,1,2,18.04,21.97,54,15.0013,26,211,237
 1249 | 2011-03-16 19:00:00,1,0,1,2,18.04,21.97,51,22.0028,18,150,168
 1250 | 2011-03-16 20:00:00,1,0,1,2,17.22,21.21,54,19.9995,10,111,121
 1251 | 2011-03-16 21:00:00,1,0,1,2,17.22,21.21,58,19.0012,3,75,78
 1252 | 2011-03-16 22:00:00,1,0,1,2,16.4,20.455,62,26.0027,11,48,59
 1253 | 2011-03-16 23:00:00,1,0,1,1,16.4,20.455,65,12.998,9,18,27
 1254 | 2011-03-17 00:00:00,1,0,1,1,15.58,19.695,66,16.9979,4,19,23
 1255 | 2011-03-17 01:00:00,1,0,1,1,14.76,17.425,71,15.0013,1,11,12
 1256 | 2011-03-17 02:00:00,1,0,1,1,13.94,15.15,71,19.9995,3,5,8
 1257 | 2011-03-17 03:00:00,1,0,1,1,13.94,16.665,66,11.0014,1,1,2
 1258 | 2011-03-17 04:00:00,1,0,1,1,13.94,16.665,71,12.998,0,3,3
 1259 | 2011-03-17 05:00:00,1,0,1,1,13.12,16.665,76,7.0015,0,13,13
 1260 | 2011-03-17 06:00:00,1,0,1,1,13.12,15.91,76,12.998,4,47,51
 1261 | 2011-03-17 07:00:00,1,0,1,1,13.12,16.665,76,8.9981,12,128,140
 1262 | 2011-03-17 08:00:00,1,0,1,1,14.76,17.425,66,8.9981,17,282,299
 1263 | 2011-03-17 09:00:00,1,0,1,1,16.4,20.455,62,16.9979,23,162,185
 1264 | 2011-03-17 10:00:00,1,0,1,1,18.04,21.97,54,22.0028,9,69,78
 1265 | 2011-03-17 11:00:00,1,0,1,1,18.04,21.97,54,19.0012,20,66,86
 1266 | 2011-03-17 12:00:00,1,0,1,1,20.5,24.24,45,15.0013,24,81,105
 1267 | 2011-03-17 13:00:00,1,0,1,2,21.32,25,42,6.0032,26,85,111
 1268 | 2011-03-17 14:00:00,1,0,1,1,20.5,24.24,45,7.0015,32,87,119
 1269 | 2011-03-17 15:00:00,1,0,1,1,21.32,25,42,16.9979,30,95,125
 1270 | 2011-03-17 16:00:00,1,0,1,1,20.5,24.24,48,19.0012,34,108,142
 1271 | 2011-03-17 17:00:00,1,0,1,1,20.5,24.24,42,12.998,48,265,313
 1272 | 2011-03-17 18:00:00,1,0,1,2,18.86,22.725,59,11.0014,50,260,310
 1273 | 2011-03-17 19:00:00,1,0,1,1,18.04,21.97,58,12.998,18,189,207
 1274 | 2011-03-17 20:00:00,1,0,1,1,17.22,21.21,67,15.0013,25,112,137
 1275 | 2011-03-17 21:00:00,1,0,1,1,17.22,21.21,62,15.0013,19,119,138
 1276 | 2011-03-17 22:00:00,1,0,1,1,16.4,20.455,66,15.0013,17,70,87
 1277 | 2011-03-17 23:00:00,1,0,1,1,17.22,21.21,62,19.0012,7,43,50
 1278 | 2011-03-18 00:00:00,1,0,1,1,17.22,21.21,58,19.0012,5,24,29
 1279 | 2011-03-18 01:00:00,1,0,1,1,16.4,20.455,62,16.9979,4,12,16
 1280 | 2011-03-18 02:00:00,1,0,1,1,16.4,20.455,62,12.998,5,9,14
 1281 | 2011-03-18 03:00:00,1,0,1,1,14.76,17.425,71,12.998,1,4,5
 1282 | 2011-03-18 05:00:00,1,0,1,1,15.58,19.695,66,11.0014,2,8,10
 1283 | 2011-03-18 06:00:00,1,0,1,1,16.4,20.455,66,12.998,1,35,36
 1284 | 2011-03-18 07:00:00,1,0,1,1,16.4,20.455,66,12.998,11,112,123
 1285 | 2011-03-18 08:00:00,1,0,1,1,17.22,21.21,67,16.9979,24,256,280
 1286 | 2011-03-18 09:00:00,1,0,1,1,18.86,22.725,63,15.0013,18,192,210
 1287 | 2011-03-18 10:00:00,1,0,1,1,21.32,25,53,19.0012,43,74,117
 1288 | 2011-03-18 11:00:00,1,0,1,1,22.14,25.76,52,19.0012,55,104,159
 1289 | 2011-03-18 12:00:00,1,0,1,2,22.96,26.515,49,23.9994,72,123,195
 1290 | 2011-03-18 13:00:00,1,0,1,1,26.24,31.06,41,19.0012,57,118,175
 1291 | 2011-03-18 14:00:00,1,0,1,1,27.06,31.06,39,16.9979,71,103,174
 1292 | 2011-03-18 15:00:00,1,0,1,2,27.88,31.82,39,23.9994,62,111,173
 1293 | 2011-03-18 16:00:00,1,0,1,1,27.88,31.82,39,19.0012,67,137,204
 1294 | 2011-03-18 17:00:00,1,0,1,1,28.7,31.82,37,22.0028,95,237,332
 1295 | 2011-03-18 18:00:00,1,0,1,1,27.88,31.82,39,11.0014,84,247,331
 1296 | 2011-03-18 19:00:00,1,0,1,1,27.06,31.06,44,8.9981,58,132,190
 1297 | 2011-03-18 20:00:00,1,0,1,1,25.42,31.06,46,8.9981,46,103,149
 1298 | 2011-03-18 21:00:00,1,0,1,1,25.42,31.06,46,7.0015,22,91,113
 1299 | 2011-03-18 22:00:00,1,0,1,1,25.42,31.06,50,11.0014,55,63,118
 1300 | 2011-03-18 23:00:00,1,0,1,2,24.6,31.06,53,15.0013,26,60,86
 1301 | 2011-03-19 00:00:00,1,0,0,2,24.6,31.06,53,16.9979,26,50,76
 1302 | 2011-03-19 01:00:00,1,0,0,2,23.78,27.275,46,23.9994,16,35,51
 1303 | 2011-03-19 02:00:00,1,0,0,2,22.96,26.515,43,15.0013,5,20,25
 1304 | 2011-03-19 03:00:00,1,0,0,2,22.14,25.76,39,22.0028,1,7,8
 1305 | 2011-03-19 04:00:00,1,0,0,1,21.32,25,34,27.9993,1,2,3
 1306 | 2011-03-19 05:00:00,1,0,0,1,21.32,25,34,27.9993,0,2,2
 1307 | 2011-03-19 06:00:00,1,0,0,1,18.04,21.97,44,27.9993,0,10,10
 1308 | 2011-03-19 07:00:00,1,0,0,1,16.4,20.455,50,22.0028,4,9,13
 1309 | 2011-03-19 08:00:00,1,0,0,1,17.22,21.21,47,32.9975,11,37,48
 1310 | 2011-03-19 09:00:00,1,0,0,1,17.22,21.21,44,31.0009,35,41,76
 1311 | 2011-03-19 10:00:00,1,0,0,1,18.04,21.97,38,27.9993,55,85,140
 1312 | 2011-03-19 11:00:00,1,0,0,1,18.86,22.725,36,30.0026,90,106,196
 1313 | 2011-03-19 12:00:00,1,0,0,1,18.86,22.725,33,27.9993,126,141,267
 1314 | 2011-03-19 13:00:00,1,0,0,1,20.5,24.24,34,31.0009,174,127,301
 1315 | 2011-03-19 14:00:00,1,0,0,1,20.5,24.24,31,32.9975,168,144,312
 1316 | 2011-03-19 15:00:00,1,0,0,1,20.5,24.24,29,27.9993,170,143,313
 1317 | 2011-03-19 16:00:00,1,0,0,1,20.5,24.24,31,26.0027,175,129,304
 1318 | 2011-03-19 17:00:00,1,0,0,1,19.68,23.485,31,22.0028,138,140,278
 1319 | 2011-03-19 18:00:00,1,0,0,1,18.86,22.725,31,22.0028,92,125,217
 1320 | 2011-03-19 19:00:00,1,0,0,1,18.04,21.97,33,19.0012,38,116,154
 1321 | 2011-03-19 20:00:00,1,0,0,1,17.22,21.21,35,15.0013,39,69,108
 1322 | 2011-03-19 21:00:00,1,0,0,1,16.4,20.455,37,19.9995,20,73,93
 1323 | 2011-03-19 22:00:00,1,0,0,1,16.4,20.455,37,22.0028,27,45,72
 1324 | 2011-03-19 23:00:00,1,0,0,1,15.58,19.695,40,19.9995,13,37,50
 1325 | 2011-04-01 00:00:00,2,0,1,3,10.66,12.88,100,11.0014,0,6,6
 1326 | 2011-04-01 01:00:00,2,0,1,3,10.66,12.88,100,11.0014,0,4,4
 1327 | 2011-04-01 02:00:00,2,0,1,3,10.66,12.88,93,12.998,0,7,7
 1328 | 2011-04-01 03:00:00,2,0,1,2,9.84,11.365,93,16.9979,0,4,4
 1329 | 2011-04-01 04:00:00,2,0,1,2,9.84,11.365,93,16.9979,0,3,3
 1330 | 2011-04-01 05:00:00,2,0,1,3,9.84,11.365,93,15.0013,1,11,12
 1331 | 2011-04-01 06:00:00,2,0,1,3,9.84,11.365,93,15.0013,2,26,28
 1332 | 2011-04-01 07:00:00,2,0,1,3,9.84,12.12,93,0,4,91,95
 1333 | 2011-04-01 08:00:00,2,0,1,2,10.66,12.12,87,16.9979,8,198,206
 1334 | 2011-04-01 09:00:00,2,0,1,1,13.12,14.395,70,23.9994,11,162,173
 1335 | 2011-04-01 10:00:00,2,0,1,1,13.12,15.15,66,19.0012,12,63,75
 1336 | 2011-04-01 11:00:00,2,0,1,1,13.12,14.395,61,23.9994,17,72,89
 1337 | 2011-04-01 12:00:00,2,0,1,1,13.94,15.15,53,23.9994,15,80,95
 1338 | 2011-04-01 13:00:00,2,0,1,1,14.76,16.665,50,23.9994,18,92,110
 1339 | 2011-04-01 14:00:00,2,0,1,2,14.76,16.665,46,23.9994,26,61,87
 1340 | 2011-04-01 15:00:00,2,0,1,1,13.94,15.15,46,27.9993,30,81,111
 1341 | 2011-04-01 16:00:00,2,0,1,1,13.94,15.15,46,27.9993,42,125,167
 1342 | 2011-04-01 17:00:00,2,0,1,1,13.94,15.15,46,22.0028,36,245,281
 1343 | 2011-04-01 18:00:00,2,0,1,1,13.94,15.15,46,22.0028,36,205,241
 1344 | 2011-04-01 19:00:00,2,0,1,1,13.94,15.15,49,22.0028,16,120,136
 1345 | 2011-04-01 20:00:00,2,0,1,1,13.12,15.91,53,12.998,2,75,77
 1346 | 2011-04-01 21:00:00,2,0,1,1,13.12,16.665,53,8.9981,9,84,93
 1347 | 2011-04-01 22:00:00,2,0,1,1,12.3,15.15,56,11.0014,10,64,74
 1348 | 2011-04-01 23:00:00,2,0,1,1,12.3,15.91,61,6.0032,12,41,53
 1349 | 2011-04-02 00:00:00,2,0,0,2,12.3,16.665,61,0,3,29,32
 1350 | 2011-04-02 01:00:00,2,0,0,1,10.66,13.635,65,8.9981,4,28,32
 1351 | 2011-04-02 02:00:00,2,0,0,1,9.84,12.12,75,8.9981,1,20,21
 1352 | 2011-04-02 03:00:00,2,0,0,1,9.84,12.12,70,11.0014,1,8,9
 1353 | 2011-04-02 04:00:00,2,0,0,1,9.84,12.12,70,11.0014,0,5,5
 1354 | 2011-04-02 05:00:00,2,0,0,2,9.84,12.12,75,11.0014,1,4,5
 1355 | 2011-04-02 06:00:00,2,0,0,1,10.66,13.635,70,7.0015,5,7,12
 1356 | 2011-04-02 07:00:00,2,0,0,2,10.66,13.635,70,7.0015,2,16,18
 1357 | 2011-04-02 08:00:00,2,0,0,1,12.3,15.91,70,7.0015,10,45,55
 1358 | 2011-04-02 09:00:00,2,0,0,2,13.94,17.425,66,7.0015,22,65,87
 1359 | 2011-04-02 10:00:00,2,0,0,2,14.76,17.425,57,11.0014,41,113,154
 1360 | 2011-04-02 11:00:00,2,0,0,2,16.4,20.455,47,11.0014,72,126,198
 1361 | 2011-04-02 12:00:00,2,0,0,3,13.12,16.665,81,8.9981,84,100,184
 1362 | 2011-04-02 13:00:00,2,0,0,1,13.94,16.665,81,8.9981,56,81,137
 1363 | 2011-04-02 14:00:00,2,0,0,3,13.12,15.15,76,22.0028,97,93,190
 1364 | 2011-04-02 15:00:00,2,0,0,3,13.94,15.15,76,26.0027,72,64,136
 1365 | 2011-04-02 16:00:00,2,0,0,1,15.58,19.695,62,22.0028,111,85,196
 1366 | 2011-04-02 17:00:00,2,0,0,1,15.58,19.695,54,23.9994,89,95,184
 1367 | 2011-04-02 18:00:00,2,0,0,1,15.58,19.695,54,12.998,69,110,179
 1368 | 2011-04-02 19:00:00,2,0,0,1,14.76,16.665,53,23.9994,71,77,148
 1369 | 2011-04-02 20:00:00,2,0,0,1,13.94,15.91,53,19.0012,29,56,85
 1370 | 2011-04-02 21:00:00,2,0,0,1,13.12,15.15,61,16.9979,24,53,77
 1371 | 2011-04-02 22:00:00,2,0,0,1,13.12,15.15,61,19.9995,14,41,55
 1372 | 2011-04-02 23:00:00,2,0,0,1,13.12,15.91,61,11.0014,20,33,53
 1373 | 2011-04-03 00:00:00,2,0,0,1,12.3,14.395,65,12.998,8,31,39
 1374 | 2011-04-03 01:00:00,2,0,0,1,12.3,15.91,61,7.0015,8,26,34
 1375 | 2011-04-03 02:00:00,2,0,0,1,10.66,13.635,70,8.9981,5,19,24
 1376 | 2011-04-03 03:00:00,2,0,0,1,12.3,16.665,61,0,3,8,11
 1377 | 2011-04-03 04:00:00,2,0,0,1,11.48,15.15,70,6.0032,3,0,3
 1378 | 2011-04-03 05:00:00,2,0,0,1,11.48,13.635,65,15.0013,1,4,5
 1379 | 2011-04-03 06:00:00,2,0,0,1,11.48,13.635,65,12.998,10,23,33
 1380 | 2011-04-03 07:00:00,2,0,0,1,13.12,15.15,57,15.0013,13,20,33
 1381 | 2011-04-03 08:00:00,2,0,0,1,13.94,16.665,57,11.0014,18,44,62
 1382 | 2011-04-03 09:00:00,2,0,0,1,14.76,15.91,50,32.9975,68,74,142
 1383 | 2011-04-03 10:00:00,2,0,0,1,16.4,20.455,43,27.9993,111,104,215
 1384 | 2011-04-03 11:00:00,2,0,0,1,17.22,21.21,41,16.9979,139,104,243
 1385 | 2011-04-03 12:00:00,2,0,0,1,18.04,21.97,38,19.0012,166,147,313
 1386 | 2011-04-03 13:00:00,2,0,0,1,18.04,21.97,33,19.9995,219,148,367
 1387 | 2011-04-03 14:00:00,2,0,0,1,18.86,22.725,31,8.9981,240,109,349
 1388 | 2011-04-03 15:00:00,2,0,0,2,18.86,22.725,33,0,174,118,292
 1389 | 2011-04-03 16:00:00,2,0,0,2,18.86,22.725,31,12.998,147,156,303
 1390 | 2011-04-03 17:00:00,2,0,0,2,18.86,22.725,28,8.9981,148,126,274
 1391 | 2011-04-03 18:00:00,2,0,0,2,18.86,22.725,31,0,71,101,172
 1392 | 2011-04-03 19:00:00,2,0,0,2,17.22,21.21,44,12.998,51,93,144
 1393 | 2011-04-03 20:00:00,2,0,0,3,17.22,21.21,41,15.0013,24,55,79
 1394 | 2011-04-03 21:00:00,2,0,0,2,17.22,21.21,44,15.0013,8,37,45
 1395 | 2011-04-03 22:00:00,2,0,0,1,16.4,20.455,43,7.0015,7,29,36
 1396 | 2011-04-03 23:00:00,2,0,0,1,16.4,20.455,50,6.0032,9,22,31
 1397 | 2011-04-04 00:00:00,2,0,1,1,16.4,20.455,50,15.0013,1,5,6
 1398 | 2011-04-04 01:00:00,2,0,1,1,16.4,20.455,56,23.9994,7,4,11
 1399 | 2011-04-04 02:00:00,2,0,1,1,15.58,19.695,66,16.9979,1,1,2
 1400 | 2011-04-04 03:00:00,2,0,1,1,15.58,19.695,66,19.0012,1,0,1
 1401 | 2011-04-04 04:00:00,2,0,1,1,15.58,19.695,71,19.9995,1,1,2
 1402 | 2011-04-04 05:00:00,2,0,1,1,16.4,20.455,62,16.9979,0,7,7
 1403 | 2011-04-04 06:00:00,2,0,1,1,17.22,21.21,58,19.0012,3,43,46
 1404 | 2011-04-04 07:00:00,2,0,1,2,18.04,21.97,54,16.9979,7,150,157
 1405 | 2011-04-04 08:00:00,2,0,1,2,18.86,22.725,55,19.9995,31,308,339
 1406 | 2011-04-04 09:00:00,2,0,1,2,20.5,24.24,51,26.0027,24,134,158
 1407 | 2011-04-04 10:00:00,2,0,1,2,22.14,25.76,45,23.9994,35,55,90
 1408 | 2011-04-04 11:00:00,2,0,1,1,24.6,31.06,40,26.0027,58,66,124
 1409 | 2011-04-04 12:00:00,2,0,1,1,26.24,31.06,36,31.0009,59,98,157
 1410 | 2011-04-04 13:00:00,2,0,1,1,27.88,31.82,34,22.0028,47,92,139
 1411 | 2011-04-04 14:00:00,2,0,1,2,30.34,32.575,27,32.9975,47,76,123
 1412 | 2011-04-04 15:00:00,2,0,1,1,31.16,33.335,23,36.9974,47,96,143
 1413 | 2011-04-04 16:00:00,2,0,1,1,31.16,32.575,22,35.0008,59,130,189
 1414 | 2011-04-04 17:00:00,2,0,1,1,30.34,32.575,23,40.9973,83,283,366
 1415 | 2011-04-04 18:00:00,2,0,1,2,29.52,31.82,23,32.9975,78,308,386
 1416 | 2011-04-04 19:00:00,2,0,1,1,28.7,31.82,24,31.0009,51,227,278
 1417 | 2011-04-04 20:00:00,2,0,1,2,28.7,31.82,24,36.9974,40,133,173
 1418 | 2011-04-04 21:00:00,2,0,1,2,28.7,31.82,30,30.0026,19,76,95
 1419 | 2011-04-04 22:00:00,2,0,1,2,27.88,31.82,36,31.0009,17,58,75
 1420 | 2011-04-04 23:00:00,2,0,1,2,26.24,31.06,47,15.0013,18,30,48
 1421 | 2011-04-05 00:00:00,2,0,1,1,25.42,31.06,50,7.0015,10,12,22
 1422 | 2011-04-05 01:00:00,2,0,1,3,25.42,31.06,57,27.9993,10,5,15
 1423 | 2011-04-05 02:00:00,2,0,1,2,22.14,25.76,73,22.0028,0,5,5
 1424 | 2011-04-05 03:00:00,2,0,1,2,22.14,25.76,73,22.0028,1,3,4
 1425 | 2011-04-05 04:00:00,2,0,1,3,20.5,24.24,88,32.9975,0,2,2
 1426 | 2011-04-05 05:00:00,2,0,1,3,18.86,22.725,94,19.9995,0,5,5
 1427 | 2011-04-05 06:00:00,2,0,1,2,19.68,23.485,88,22.0028,2,36,38
 1428 | 2011-04-05 07:00:00,2,0,1,2,19.68,23.485,88,22.0028,10,124,134
 1429 | 2011-04-05 08:00:00,2,0,1,3,15.58,19.695,87,39.0007,9,148,157
 1430 | 2011-04-05 09:00:00,2,0,1,3,14.76,15.91,87,32.9975,2,44,46
 1431 | 2011-04-05 10:00:00,2,0,1,3,13.94,15.15,81,26.0027,3,25,28
 1432 | 2011-04-05 11:00:00,2,0,1,3,13.12,14.395,81,30.0026,1,18,19
 1433 | 2011-04-05 12:00:00,2,0,1,2,13.94,15.15,71,26.0027,6,32,38
 1434 | 2011-04-05 13:00:00,2,0,1,2,14.76,16.665,63,27.9993,5,51,56
 1435 | 2011-04-05 14:00:00,2,0,1,2,14.76,15.91,57,32.9975,9,67,76
 1436 | 2011-04-05 15:00:00,2,0,1,1,16.4,20.455,46,31.0009,6,62,68
 1437 | 2011-04-05 16:00:00,2,0,1,1,15.58,19.695,46,27.9993,17,113,130
 1438 | 2011-04-05 17:00:00,2,0,1,1,17.22,21.21,38,27.9993,27,246,273
 1439 | 2011-04-05 18:00:00,2,0,1,1,15.58,19.695,40,32.9975,19,248,267
 1440 | 2011-04-05 19:00:00,2,0,1,1,14.76,16.665,43,19.9995,12,148,160
 1441 | 2011-04-05 20:00:00,2,0,1,1,13.94,15.91,46,19.0012,4,87,91
 1442 | 2011-04-05 21:00:00,2,0,1,1,13.94,14.395,46,35.0008,8,81,89
 1443 | 2011-04-05 22:00:00,2,0,1,1,13.12,15.15,49,19.9995,3,43,46
 1444 | 2011-04-05 23:00:00,2,0,1,1,12.3,14.395,49,19.0012,3,23,26
 1445 | 2011-04-06 00:00:00,2,0,1,1,12.3,15.91,49,7.0015,0,15,15
 1446 | 2011-04-06 01:00:00,2,0,1,1,10.66,13.635,60,8.9981,0,2,2
 1447 | 2011-04-06 02:00:00,2,0,1,1,9.84,12.12,70,8.9981,0,5,5
 1448 | 2011-04-06 03:00:00,2,0,1,1,10.66,13.635,60,8.9981,0,4,4
 1449 | 2011-04-06 04:00:00,2,0,1,1,9.84,12.12,65,8.9981,0,1,1
 1450 | 2011-04-06 05:00:00,2,0,1,1,9.84,12.88,70,7.0015,1,12,13
 1451 | 2011-04-06 06:00:00,2,0,1,1,9.84,12.88,70,7.0015,4,52,56
 1452 | 2011-04-06 07:00:00,2,0,1,1,10.66,13.635,65,7.0015,3,130,133
 1453 | 2011-04-06 08:00:00,2,0,1,1,13.12,15.15,61,15.0013,17,308,325
 1454 | 2011-04-06 09:00:00,2,0,1,1,14.76,16.665,46,16.9979,8,157,165
 1455 | 2011-04-06 10:00:00,2,0,1,1,16.4,20.455,37,26.0027,21,48,69
 1456 | 2011-04-06 11:00:00,2,0,1,1,17.22,21.21,38,26.0027,23,70,93
 1457 | 2011-04-06 12:00:00,2,0,1,1,18.04,21.97,41,16.9979,22,112,134
 1458 | 2011-04-06 13:00:00,2,0,1,1,18.86,22.725,38,32.9975,29,83,112
 1459 | 2011-04-06 14:00:00,2,0,1,1,20.5,24.24,34,27.9993,35,80,115
 1460 | 2011-04-06 15:00:00,2,0,1,1,21.32,25,32,22.0028,34,83,117
 1461 | 2011-04-06 16:00:00,2,0,1,1,22.14,25.76,28,27.9993,27,142,169
 1462 | 2011-04-06 17:00:00,2,0,1,1,21.32,25,32,30.0026,53,303,356
 1463 | 2011-04-06 18:00:00,2,0,1,1,21.32,25,29,23.9994,43,282,325
 1464 | 2011-04-06 19:00:00,2,0,1,1,20.5,24.24,31,19.9995,36,196,232
 1465 | 2011-04-06 20:00:00,2,0,1,1,18.86,22.725,51,15.0013,15,126,141
 1466 | 2011-04-06 21:00:00,2,0,1,1,18.86,22.725,41,19.0012,18,84,102
 1467 | 2011-04-06 22:00:00,2,0,1,1,18.86,22.725,41,19.0012,13,71,84
 1468 | 2011-04-06 23:00:00,2,0,1,1,18.86,22.725,41,19.9995,11,29,40
 1469 | 2011-04-07 00:00:00,2,0,1,1,18.86,22.725,41,19.0012,5,15,20
 1470 | 2011-04-07 01:00:00,2,0,1,1,17.22,21.21,47,8.9981,2,11,13
 1471 | 2011-04-07 02:00:00,2,0,1,1,17.22,21.21,54,0,0,7,7
 1472 | 2011-04-07 03:00:00,2,0,1,1,14.76,17.425,66,12.998,0,3,3
 1473 | 2011-04-07 04:00:00,2,0,1,1,13.94,16.665,76,12.998,0,1,1
 1474 | 2011-04-07 05:00:00,2,0,1,1,13.94,15.91,76,15.0013,0,6,6
 1475 | 2011-04-07 06:00:00,2,0,1,1,13.12,15.15,81,16.9979,5,59,64
 1476 | 2011-04-07 07:00:00,2,0,1,2,13.94,16.665,76,11.0014,8,152,160
 1477 | 2011-04-07 08:00:00,2,0,1,1,14.76,17.425,76,12.998,23,291,314
 1478 | 2011-04-07 09:00:00,2,0,1,2,16.4,20.455,66,8.9981,15,155,170
 1479 | 2011-04-07 10:00:00,2,0,1,2,17.22,21.21,67,7.0015,29,66,95
 1480 | 2011-04-07 11:00:00,2,0,1,2,18.86,22.725,55,0,36,86,122
 1481 | 2011-04-07 12:00:00,2,0,1,2,18.86,22.725,55,0,39,114,153
 1482 | 2011-04-07 13:00:00,2,0,1,2,21.32,25,48,6.0032,36,99,135
 1483 | 2011-04-07 14:00:00,2,0,1,1,22.96,26.515,43,6.0032,46,111,157
 1484 | 2011-04-07 15:00:00,2,0,1,1,24.6,31.06,38,7.0015,27,133,160
 1485 | 2011-04-07 16:00:00,2,0,1,1,24.6,31.06,35,0,52,161,213
 1486 | 2011-04-07 17:00:00,2,0,1,1,21.32,25,52,19.0012,63,280,343
 1487 | 2011-04-07 18:00:00,2,0,1,1,19.68,23.485,55,16.9979,68,265,333
 1488 | 2011-04-07 19:00:00,2,0,1,1,18.86,22.725,59,19.9995,34,192,226
 1489 | 2011-04-07 20:00:00,2,0,1,1,18.04,21.97,62,11.0014,37,166,203
 1490 | 2011-04-07 21:00:00,2,0,1,2,18.04,21.97,67,19.0012,19,89,108
 1491 | 2011-04-07 22:00:00,2,0,1,2,16.4,20.455,76,12.998,18,63,81
 1492 | 2011-04-07 23:00:00,2,0,1,1,15.58,19.695,76,16.9979,9,45,54
 1493 | 2011-04-08 00:00:00,2,0,1,2,14.76,17.425,76,15.0013,4,21,25
 1494 | 2011-04-08 01:00:00,2,0,1,2,13.94,16.665,76,8.9981,3,6,9
 1495 | 2011-04-08 02:00:00,2,0,1,3,13.94,16.665,76,11.0014,3,10,13
 1496 | 2011-04-08 03:00:00,2,0,1,3,13.94,16.665,76,11.0014,0,1,1
 1497 | 2011-04-08 04:00:00,2,0,1,2,13.94,16.665,86,8.9981,0,1,1
 1498 | 2011-04-08 05:00:00,2,0,1,2,13.12,15.91,87,12.998,1,8,9
 1499 | 2011-04-08 06:00:00,2,0,1,2,13.94,18.18,87,0,2,33,35
 1500 | 2011-04-08 07:00:00,2,0,1,3,13.94,16.665,87,11.0014,4,109,113
 1501 | 2011-04-08 08:00:00,2,0,1,3,13.94,16.665,87,11.0014,13,208,221
 1502 | 2011-04-08 09:00:00,2,0,1,2,14.76,17.425,76,12.998,17,168,185
 1503 | 2011-04-08 10:00:00,2,0,1,2,14.76,16.665,71,19.0012,10,63,73
 1504 | 2011-04-08 11:00:00,2,0,1,2,16.4,20.455,62,26.0027,19,79,98
 1505 | 2011-04-08 12:00:00,2,0,1,3,15.58,19.695,66,15.0013,29,51,80
 1506 | 2011-04-08 13:00:00,2,0,1,3,14.76,16.665,76,19.0012,7,35,42
 1507 | 2011-04-08 14:00:00,2,0,1,3,13.94,15.91,87,15.0013,2,13,15
 1508 | 2011-04-08 15:00:00,2,0,1,3,13.94,15.91,87,15.0013,1,24,25
 1509 | 2011-04-08 16:00:00,2,0,1,2,13.12,15.15,93,16.9979,2,58,60
 1510 | 2011-04-08 17:00:00,2,0,1,3,13.12,15.15,93,16.9979,10,138,148
 1511 | 2011-04-08 18:00:00,2,0,1,3,13.12,15.15,93,16.9979,8,54,62
 1512 | 2011-04-08 19:00:00,2,0,1,3,12.3,13.635,93,27.9993,1,52,53
 1513 | 2011-04-08 20:00:00,2,0,1,2,12.3,13.635,93,22.0028,12,51,63
 1514 | 2011-04-08 21:00:00,2,0,1,2,12.3,14.395,93,16.9979,11,43,54
 1515 | 2011-04-08 22:00:00,2,0,1,2,12.3,13.635,93,19.9995,9,42,51
 1516 | 2011-04-08 23:00:00,2,0,1,2,12.3,14.395,93,15.0013,4,31,35
 1517 | 2011-04-09 00:00:00,2,0,0,2,12.3,14.395,87,15.0013,5,26,31
 1518 | 2011-04-09 01:00:00,2,0,0,2,12.3,15.15,87,8.9981,3,17,20
 1519 | 2011-04-09 02:00:00,2,0,0,2,13.12,15.15,87,15.0013,2,15,17
 1520 | 2011-04-09 03:00:00,2,0,0,3,12.3,14.395,100,16.9979,3,11,14
 1521 | 2011-04-09 04:00:00,2,0,0,3,12.3,13.635,100,16.9979,0,3,3
 1522 | 2011-04-09 05:00:00,2,0,0,2,12.3,14.395,93,15.0013,0,5,5
 1523 | 2011-04-09 06:00:00,2,0,0,2,12.3,14.395,93,12.998,0,13,13
 1524 | 2011-04-09 07:00:00,2,0,0,2,12.3,15.15,93,11.0014,8,13,21
 1525 | 2011-04-09 08:00:00,2,0,0,2,13.12,15.15,93,11.0014,7,47,54
 1526 | 2011-04-09 09:00:00,2,0,0,2,13.94,17.425,87,7.0015,27,71,98
 1527 | 2011-04-09 10:00:00,2,0,0,2,13.94,16.665,87,8.9981,43,90,133
 1528 | 2011-04-09 11:00:00,2,0,0,2,14.76,18.18,81,0,51,91,142
 1529 | 2011-04-09 12:00:00,2,0,0,2,14.76,17.425,81,8.9981,79,123,202
 1530 | 2011-04-09 13:00:00,2,0,0,2,14.76,18.94,81,0,114,108,222
 1531 | 2011-04-09 14:00:00,2,0,0,2,14.76,17.425,81,8.9981,94,118,212
 1532 | 2011-04-09 15:00:00,2,0,0,2,14.76,18.94,87,0,85,116,201
 1533 | 2011-04-09 16:00:00,2,0,0,2,15.58,19.695,82,0,73,118,191
 1534 | 2011-04-09 17:00:00,2,0,0,2,15.58,19.695,82,6.0032,128,129,257
 1535 | 2011-04-09 18:00:00,2,0,0,2,15.58,19.695,82,7.0015,48,129,177
 1536 | 2011-04-09 19:00:00,2,0,0,2,15.58,19.695,82,8.9981,47,83,130
 1537 | 2011-04-09 20:00:00,2,0,0,2,15.58,19.695,87,11.0014,19,74,93
 1538 | 2011-04-09 21:00:00,2,0,0,2,14.76,17.425,93,8.9981,10,65,75
 1539 | 2011-04-09 22:00:00,2,0,0,2,14.76,17.425,93,8.9981,21,66,87
 1540 | 2011-04-09 23:00:00,2,0,0,2,15.58,19.695,87,6.0032,12,45,57
 1541 | 2011-04-10 00:00:00,2,0,0,2,15.58,19.695,87,6.0032,5,48,53
 1542 | 2011-04-10 01:00:00,2,0,0,2,15.58,19.695,87,8.9981,6,31,37
 1543 | 2011-04-10 02:00:00,2,0,0,2,15.58,19.695,87,6.0032,12,24,36
 1544 | 2011-04-10 03:00:00,2,0,0,2,15.58,19.695,87,8.9981,5,11,16
 1545 | 2011-04-10 04:00:00,2,0,0,2,14.76,18.18,93,7.0015,3,2,5
 1546 | 2011-04-10 05:00:00,2,0,0,2,14.76,18.18,93,6.0032,0,4,4
 1547 | 2011-04-10 06:00:00,2,0,0,2,14.76,18.18,93,6.0032,0,4,4
 1548 | 2011-04-10 07:00:00,2,0,0,2,14.76,18.18,100,6.0032,3,7,10
 1549 | 2011-04-10 08:00:00,2,0,0,2,15.58,19.695,94,6.0032,17,38,55
 1550 | 2011-04-10 09:00:00,2,0,0,2,15.58,19.695,94,8.9981,31,50,81
 1551 | 2011-04-10 10:00:00,2,0,0,2,16.4,20.455,87,0,69,81,150
 1552 | 2011-04-10 11:00:00,2,0,0,2,16.4,20.455,87,8.9981,93,109,202
 1553 | 2011-04-10 12:00:00,2,0,0,2,17.22,21.21,88,8.9981,94,136,230
 1554 | 2011-04-10 13:00:00,2,0,0,1,18.86,22.725,82,7.0015,121,142,263
 1555 | 2011-04-10 14:00:00,2,0,0,1,20.5,24.24,72,12.998,148,133,281
 1556 | 2011-04-10 15:00:00,2,0,0,1,20.5,24.24,77,15.0013,156,141,297
 1557 | 2011-04-10 16:00:00,2,0,0,2,21.32,25,72,11.0014,135,153,288
 1558 | 2011-04-10 17:00:00,2,0,0,2,21.32,25,72,12.998,84,152,236
 1559 | 2011-04-10 18:00:00,2,0,0,1,20.5,24.24,77,12.998,103,137,240
 1560 | 2011-04-10 19:00:00,2,0,0,1,20.5,24.24,77,12.998,47,84,131
 1561 | 2011-04-10 20:00:00,2,0,0,1,18.86,22.725,82,8.9981,21,71,92
 1562 | 2011-04-10 21:00:00,2,0,0,1,18.04,21.97,88,12.998,18,77,95
 1563 | 2011-04-10 22:00:00,2,0,0,1,18.04,21.97,94,16.9979,12,45,57
 1564 | 2011-04-10 23:00:00,2,0,0,1,18.86,22.725,88,23.9994,5,27,32
 1565 | 2011-04-11 00:00:00,2,0,1,1,19.68,23.485,88,22.0028,7,16,23
 1566 | 2011-04-11 01:00:00,2,0,1,1,18.86,22.725,94,19.0012,1,3,4
 1567 | 2011-04-11 02:00:00,2,0,1,1,18.86,22.725,94,19.0012,7,2,9
 1568 | 2011-04-11 04:00:00,2,0,1,1,18.86,22.725,94,12.998,0,1,1
 1569 | 2011-04-11 05:00:00,2,0,1,1,18.86,22.725,94,12.998,1,12,13
 1570 | 2011-04-11 06:00:00,2,0,1,2,18.86,22.725,100,15.0013,2,59,61
 1571 | 2011-04-11 07:00:00,2,0,1,2,20.5,24.24,88,15.0013,12,164,176
 1572 | 2011-04-11 08:00:00,2,0,1,2,21.32,25,88,19.0012,28,286,314
 1573 | 2011-04-11 09:00:00,2,0,1,2,22.96,26.515,83,19.0012,33,132,165
 1574 | 2011-04-11 10:00:00,2,0,1,2,22.96,26.515,83,19.9995,41,55,96
 1575 | 2011-04-11 11:00:00,2,0,1,2,24.6,29.545,73,19.9995,45,59,104
 1576 | 2011-04-11 12:00:00,2,0,1,2,24.6,29.545,73,22.0028,37,97,134
 1577 | 2011-04-11 13:00:00,2,0,1,2,26.24,30.305,69,27.9993,62,77,139
 1578 | 2011-04-11 14:00:00,2,0,1,2,29.52,33.335,54,23.9994,60,85,145
 1579 | 2011-04-11 15:00:00,2,0,1,1,30.34,33.335,48,35.0008,56,85,141
 1580 | 2011-04-11 16:00:00,2,0,1,1,30.34,33.335,48,35.0008,73,162,235
 1581 | 2011-04-11 17:00:00,2,0,1,1,30.34,33.335,48,35.0008,100,352,452
 1582 | 2011-04-11 18:00:00,2,0,1,1,29.52,33.335,51,26.0027,93,290,383
 1583 | 2011-04-11 19:00:00,2,0,1,1,29.52,33.335,51,30.0026,73,211,284
 1584 | 2011-04-11 20:00:00,2,0,1,1,27.88,31.82,57,35.0008,44,122,166
 1585 | 2011-04-11 21:00:00,2,0,1,1,27.06,31.06,61,16.9979,39,119,158
 1586 | 2011-04-11 22:00:00,2,0,1,2,26.24,31.06,50,19.0012,25,66,91
 1587 | 2011-04-11 23:00:00,2,0,1,3,23.78,27.275,60,0,16,38,54
 1588 | 2011-04-12 00:00:00,2,0,1,2,25.42,31.06,50,7.0015,11,13,24
 1589 | 2011-04-12 01:00:00,2,0,1,2,25.42,31.06,50,6.0032,6,7,13
 1590 | 2011-04-12 02:00:00,2,0,1,2,24.6,31.06,53,8.9981,7,7,14
 1591 | 2011-04-12 03:00:00,2,0,1,2,23.78,27.275,56,8.9981,0,1,1
 1592 | 2011-04-12 04:00:00,2,0,1,2,22.96,26.515,64,8.9981,4,2,6
 1593 | 2011-04-12 05:00:00,2,0,1,2,22.14,25.76,68,8.9981,1,15,16
 1594 | 2011-04-12 06:00:00,2,0,1,2,22.14,25.76,68,19.0012,3,55,58
 1595 | 2011-04-12 07:00:00,2,0,1,2,22.14,25.76,68,15.0013,12,177,189
 1596 | 2011-04-12 08:00:00,2,0,1,3,19.68,23.485,88,26.0027,15,211,226
 1597 | 2011-04-12 09:00:00,2,0,1,3,18.86,22.725,94,32.9975,4,50,54
 1598 | 2011-04-12 10:00:00,2,0,1,3,20.5,24.24,82,27.9993,6,34,40
 1599 | 2011-04-12 11:00:00,2,0,1,1,21.32,25,77,23.9994,11,38,49
 1600 | 2011-04-12 12:00:00,2,0,1,2,22.96,26.515,64,31.0009,9,83,92
 1601 | 2011-04-12 13:00:00,2,0,1,3,22.14,25.76,68,19.0012,22,84,106
 1602 | 2011-04-12 14:00:00,2,0,1,2,20.5,24.24,82,19.0012,16,28,44
 1603 | 2011-04-12 15:00:00,2,0,1,2,19.68,23.485,77,35.0008,24,54,78
 1604 | 2011-04-12 16:00:00,2,0,1,2,19.68,23.485,77,26.0027,19,80,99
 1605 | 2011-04-12 17:00:00,2,0,1,3,18.04,21.97,77,15.0013,29,262,291
 1606 | 2011-04-12 18:00:00,2,0,1,3,18.04,21.97,77,15.0013,21,203,224
 1607 | 2011-04-12 19:00:00,2,0,1,2,17.22,21.21,82,19.0012,3,127,130
 1608 | 2011-04-12 20:00:00,2,0,1,2,17.22,21.21,82,19.0012,9,94,103
 1609 | 2011-04-12 21:00:00,2,0,1,2,17.22,21.21,82,12.998,10,74,84
 1610 | 2011-04-12 22:00:00,2,0,1,2,16.4,20.455,94,19.9995,7,47,54
 1611 | 2011-04-12 23:00:00,2,0,1,2,16.4,20.455,94,16.9979,8,31,39
 1612 | 2011-04-13 00:00:00,2,0,1,2,16.4,20.455,100,19.9995,3,12,15
 1613 | 2011-04-13 01:00:00,2,0,1,2,16.4,20.455,100,19.9995,0,1,1
 1614 | 2011-04-13 02:00:00,2,0,1,3,16.4,20.455,100,19.9995,0,2,2
 1615 | 2011-04-13 03:00:00,2,0,1,3,16.4,20.455,94,22.0028,0,2,2
 1616 | 2011-04-13 04:00:00,2,0,1,3,16.4,20.455,94,22.0028,1,2,3
 1617 | 2011-04-13 05:00:00,2,0,1,3,15.58,19.695,94,16.9979,1,4,5
 1618 | 2011-04-13 06:00:00,2,0,1,3,15.58,19.695,94,15.0013,1,33,34
 1619 | 2011-04-13 07:00:00,2,0,1,3,14.76,17.425,100,15.0013,3,67,70
 1620 | 2011-04-13 08:00:00,2,0,1,3,15.58,19.695,94,12.998,6,158,164
 1621 | 2011-04-13 09:00:00,2,0,1,2,15.58,19.695,94,15.0013,2,63,65
 1622 | 2011-04-13 10:00:00,2,0,1,2,16.4,20.455,87,12.998,4,42,46
 1623 | 2011-04-13 11:00:00,2,0,1,2,17.22,21.21,82,12.998,4,57,61
 1624 | 2011-04-13 12:00:00,2,0,1,3,17.22,21.21,82,16.9979,12,83,95
 1625 | 2011-04-13 13:00:00,2,0,1,2,18.04,21.97,77,12.998,6,55,61
 1626 | 2011-04-13 14:00:00,2,0,1,2,17.22,21.21,77,16.9979,24,82,106
 1627 | 2011-04-13 15:00:00,2,0,1,2,18.04,21.97,72,19.0012,12,69,81
 1628 | 2011-04-13 16:00:00,2,0,1,1,18.86,22.725,67,19.0012,23,119,142
 1629 | 2011-04-13 17:00:00,2,0,1,1,18.86,22.725,67,19.9995,25,284,309
 1630 | 2011-04-13 18:00:00,2,0,1,1,18.04,21.97,62,26.0027,28,293,321
 1631 | 2011-04-13 19:00:00,2,0,1,1,18.04,21.97,62,16.9979,15,160,175
 1632 | 2011-04-13 20:00:00,2,0,1,1,18.04,21.97,62,16.9979,7,119,126
 1633 | 2011-04-13 21:00:00,2,0,1,1,17.22,21.21,67,11.0014,17,100,117
 1634 | 2011-04-13 22:00:00,2,0,1,1,17.22,21.21,67,12.998,10,89,99
 1635 | 2011-04-13 23:00:00,2,0,1,1,16.4,20.455,71,8.9981,5,57,62
 1636 | 2011-04-14 00:00:00,2,0,1,1,15.58,19.695,76,8.9981,3,18,21
 1637 | 2011-04-14 01:00:00,2,0,1,1,15.58,19.695,76,15.0013,1,9,10
 1638 | 2011-04-14 02:00:00,2,0,1,1,14.76,17.425,76,8.9981,0,3,3
 1639 | 2011-04-14 03:00:00,2,0,1,1,13.94,16.665,81,8.9981,0,2,2
 1640 | 2011-04-14 04:00:00,2,0,1,1,13.94,18.18,76,0,1,8,9
 1641 | 2011-04-14 05:00:00,2,0,1,1,13.94,17.425,76,6.0032,2,12,14
 1642 | 2011-04-14 06:00:00,2,0,1,1,13.94,17.425,76,7.0015,4,66,70
 1643 | 2011-04-14 07:00:00,2,0,1,1,15.58,19.695,66,0,11,182,193
 1644 | 2011-04-14 08:00:00,2,0,1,1,17.22,21.21,58,11.0014,21,316,337
 1645 | 2011-04-14 09:00:00,2,0,1,1,18.86,22.725,51,8.9981,18,152,170
 1646 | 2011-04-14 10:00:00,2,0,1,1,20.5,24.24,51,12.998,21,68,89
 1647 | 2011-04-14 11:00:00,2,0,1,1,21.32,25,45,11.0014,28,87,115
 1648 | 2011-04-14 12:00:00,2,0,1,1,22.14,25.76,42,8.9981,35,110,145
 1649 | 2011-04-14 13:00:00,2,0,1,1,22.96,26.515,37,15.0013,38,121,159
 1650 | 2011-04-14 14:00:00,2,0,1,1,22.96,26.515,35,6.0032,36,101,137
 1651 | 2011-04-14 15:00:00,2,0,1,1,24.6,31.06,31,6.0032,57,85,142
 1652 | 2011-04-14 16:00:00,2,0,1,1,24.6,30.305,26,7.0015,49,153,202
 1653 | 2011-04-14 17:00:00,2,0,1,1,24.6,30.305,28,0,50,338,388
 1654 | 2011-04-14 18:00:00,2,0,1,1,22.96,26.515,30,0,47,290,337
 1655 | 2011-04-14 19:00:00,2,0,1,1,22.14,25.76,32,0,37,222,259
 1656 | 2011-04-14 20:00:00,2,0,1,1,20.5,24.24,51,12.998,22,147,169
 1657 | 2011-04-14 21:00:00,2,0,1,1,18.86,22.725,63,8.9981,19,126,145
 1658 | 2011-04-14 22:00:00,2,0,1,1,19.68,23.485,55,7.0015,22,82,104
 1659 | 2011-04-14 23:00:00,2,0,1,1,18.86,22.725,59,7.0015,7,40,47
 1660 | 2011-04-15 00:00:00,2,1,0,1,18.04,21.97,67,0,6,21,27
 1661 | 2011-04-15 01:00:00,2,1,0,1,18.04,21.97,62,0,6,9,15
 1662 | 2011-04-15 02:00:00,2,1,0,1,16.4,20.455,76,0,8,10,18
 1663 | 2011-04-15 03:00:00,2,1,0,1,16.4,20.455,76,0,0,3,3
 1664 | 2011-04-15 04:00:00,2,1,0,1,15.58,19.695,82,6.0032,0,3,3
 1665 | 2011-04-15 05:00:00,2,1,0,1,14.76,18.18,81,7.0015,2,11,13
 1666 | 2011-04-15 06:00:00,2,1,0,1,14.76,18.18,81,6.0032,5,42,47
 1667 | 2011-04-15 07:00:00,2,1,0,1,16.4,20.455,71,11.0014,10,139,149
 1668 | 2011-04-15 08:00:00,2,1,0,1,18.04,21.97,62,19.9995,21,279,300
 1669 | 2011-04-15 09:00:00,2,1,0,1,20.5,24.24,55,12.998,16,162,178
 1670 | 2011-04-15 10:00:00,2,1,0,1,20.5,24.24,55,12.998,31,91,122
 1671 | 2011-04-15 11:00:00,2,1,0,1,21.32,25,55,12.998,41,95,136
 1672 | 2011-04-15 12:00:00,2,1,0,1,21.32,25,55,19.0012,45,155,200
 1673 | 2011-04-15 13:00:00,2,1,0,1,22.14,25.76,52,16.9979,47,133,180
 1674 | 2011-04-15 14:00:00,2,1,0,1,22.14,25.76,52,16.9979,57,106,163
 1675 | 2011-04-15 15:00:00,2,1,0,1,22.14,25.76,52,30.0026,50,112,162
 1676 | 2011-04-15 16:00:00,2,1,0,1,21.32,25,55,32.9975,70,173,243
 1677 | 2011-04-15 17:00:00,2,1,0,2,20.5,24.24,63,26.0027,64,267,331
 1678 | 2011-04-15 18:00:00,2,1,0,2,18.86,22.725,67,26.0027,47,216,263
 1679 | 2011-04-15 19:00:00,2,1,0,1,17.22,21.21,77,26.0027,41,168,209
 1680 | 2011-04-15 20:00:00,2,1,0,2,16.4,20.455,76,22.0028,26,92,118
 1681 | 2011-04-15 21:00:00,2,1,0,2,16.4,20.455,76,19.9995,25,77,102
 1682 | 2011-04-15 22:00:00,2,1,0,2,15.58,19.695,82,26.0027,16,64,80
 1683 | 2011-04-15 23:00:00,2,1,0,2,14.76,17.425,81,12.998,8,56,64
 1684 | 2011-04-16 00:00:00,2,0,0,2,14.76,17.425,81,15.0013,7,36,43
 1685 | 2011-04-16 01:00:00,2,0,0,2,14.76,16.665,87,19.0012,5,28,33
 1686 | 2011-04-16 02:00:00,2,0,0,2,14.76,17.425,87,8.9981,5,19,24
 1687 | 2011-04-16 03:00:00,2,0,0,2,14.76,17.425,87,11.0014,5,9,14
 1688 | 2011-04-16 04:00:00,2,0,0,2,14.76,17.425,87,15.0013,1,4,5
 1689 | 2011-04-16 05:00:00,2,0,0,2,15.58,19.695,87,19.0012,1,3,4
 1690 | 2011-04-16 06:00:00,2,0,0,3,16.4,20.455,82,22.0028,1,9,10
 1691 | 2011-04-16 07:00:00,2,0,0,2,16.4,20.455,82,27.9993,3,18,21
 1692 | 2011-04-16 08:00:00,2,0,0,3,16.4,20.455,87,23.9994,7,38,45
 1693 | 2011-04-16 09:00:00,2,0,0,3,16.4,20.455,100,19.9995,2,27,29
 1694 | 2011-04-16 10:00:00,2,0,0,3,17.22,21.21,94,26.0027,1,21,22
 1695 | 2011-04-16 11:00:00,2,0,0,3,17.22,21.21,94,30.0026,4,27,31
 1696 | 2011-04-16 12:00:00,2,0,0,2,18.86,22.725,88,39.0007,6,26,32
 1697 | 2011-04-16 13:00:00,2,0,0,3,18.86,22.725,94,35.0008,9,49,58
 1698 | 2011-04-16 14:00:00,2,0,0,3,21.32,25,83,39.0007,14,49,63
 1699 | 2011-04-16 15:00:00,2,0,0,3,21.32,25,83,39.0007,16,62,78
 1700 | 2011-04-16 16:00:00,2,0,0,3,20.5,24.24,88,31.0009,6,27,33
 1701 | 2011-04-16 17:00:00,2,0,0,3,20.5,24.24,88,39.0007,1,14,15
 1702 | 2011-04-16 18:00:00,2,0,0,2,20.5,24.24,94,26.0027,6,32,38
 1703 | 2011-04-16 19:00:00,2,0,0,2,21.32,25,94,27.9993,9,62,71
 1704 | 2011-04-16 20:00:00,2,0,0,3,18.04,21.97,94,15.0013,4,49,53
 1705 | 2011-04-16 21:00:00,2,0,0,2,18.04,21.97,94,0,1,13,14
 1706 | 2011-04-16 22:00:00,2,0,0,3,17.22,21.21,100,0,2,22,24
 1707 | 2011-04-16 23:00:00,2,0,0,2,18.04,21.97,77,19.0012,5,30,35
 1708 | 2011-04-17 00:00:00,2,0,0,2,18.04,21.97,77,19.0012,4,29,33
 1709 | 2011-04-17 01:00:00,2,0,0,1,17.22,21.21,67,15.0013,6,25,31
 1710 | 2011-04-17 02:00:00,2,0,0,1,16.4,20.455,62,12.998,4,25,29
 1711 | 2011-04-17 03:00:00,2,0,0,1,16.4,20.455,66,8.9981,12,13,25
 1712 | 2011-04-17 04:00:00,2,0,0,1,14.76,18.18,76,7.0015,2,5,7
 1713 | 2011-04-17 05:00:00,2,0,0,1,14.76,17.425,71,11.0014,2,1,3
 1714 | 2011-04-17 06:00:00,2,0,0,1,14.76,15.91,66,30.0026,3,5,8
 1715 | 2011-04-17 07:00:00,2,0,0,1,14.76,16.665,50,23.9994,2,14,16
 1716 | 2011-04-17 08:00:00,2,0,0,1,15.58,19.695,46,26.0027,7,36,43
 1717 | 2011-04-17 09:00:00,2,0,0,1,16.4,20.455,43,19.0012,31,71,102
 1718 | 2011-04-17 10:00:00,2,0,0,1,17.22,21.21,44,30.0026,91,120,211
 1719 | 2011-04-17 11:00:00,2,0,0,1,18.86,22.725,41,27.9993,119,185,304
 1720 | 2011-04-17 12:00:00,2,0,0,1,18.86,22.725,38,26.0027,167,187,354
 1721 | 2011-04-17 13:00:00,2,0,0,1,20.5,24.24,34,26.0027,181,162,343
 1722 | 2011-04-17 14:00:00,2,0,0,1,21.32,25,34,26.0027,170,191,361
 1723 | 2011-04-17 15:00:00,2,0,0,1,22.14,25.76,32,35.0008,179,209,388
 1724 | 2011-04-17 16:00:00,2,0,0,1,22.14,25.76,30,23.9994,161,182,343
 1725 | 2011-04-17 17:00:00,2,0,0,1,22.96,26.515,30,30.0026,143,163,306
 1726 | 2011-04-17 18:00:00,2,0,0,1,22.96,26.515,30,26.0027,102,175,277
 1727 | 2011-04-17 19:00:00,2,0,0,1,22.96,26.515,30,19.9995,75,135,210
 1728 | 2011-04-17 20:00:00,2,0,0,1,21.32,25,36,12.998,44,97,141
 1729 | 2011-04-17 21:00:00,2,0,0,1,20.5,24.24,42,12.998,13,70,83
 1730 | 2011-04-17 22:00:00,2,0,0,1,20.5,24.24,39,7.0015,21,49,70
 1731 | 2011-04-17 23:00:00,2,0,0,1,18.04,21.97,67,11.0014,19,37,56
 1732 | 2011-04-18 00:00:00,2,0,1,1,18.86,22.725,47,6.0032,15,24,39
 1733 | 2011-04-18 01:00:00,2,0,1,1,18.86,22.725,47,8.9981,11,8,19
 1734 | 2011-04-18 02:00:00,2,0,1,1,17.22,21.21,67,7.0015,14,2,16
 1735 | 2011-04-18 03:00:00,2,0,1,1,17.22,21.21,62,7.0015,6,1,7
 1736 | 2011-04-18 04:00:00,2,0,1,1,16.4,20.455,87,11.0014,2,4,6
 1737 | 2011-04-18 05:00:00,2,0,1,1,16.4,20.455,76,6.0032,0,16,16
 1738 | 2011-04-18 06:00:00,2,0,1,1,16.4,20.455,82,0,3,51,54
 1739 | 2011-04-18 07:00:00,2,0,1,1,18.86,22.725,63,0,12,156,168
 1740 | 2011-04-18 08:00:00,2,0,1,1,18.86,22.725,63,0,20,277,297
 1741 | 2011-04-18 09:00:00,2,0,1,2,20.5,24.24,55,7.0015,37,132,169
 1742 | 2011-04-18 10:00:00,2,0,1,2,21.32,25,55,7.0015,41,68,109
 1743 | 2011-04-18 11:00:00,2,0,1,2,22.14,25.76,52,6.0032,36,87,123
 1744 | 2011-04-18 12:00:00,2,0,1,2,22.96,26.515,49,6.0032,60,124,184
 1745 | 2011-04-18 13:00:00,2,0,1,2,22.96,26.515,49,11.0014,41,128,169
 1746 | 2011-04-18 14:00:00,2,0,1,2,23.78,27.275,49,12.998,49,95,144
 1747 | 2011-04-18 15:00:00,2,0,1,2,24.6,31.06,43,12.998,64,112,176
 1748 | 2011-04-18 16:00:00,2,0,1,1,24.6,31.06,46,19.0012,40,165,205
 1749 | 2011-04-18 17:00:00,2,0,1,1,23.78,27.275,49,19.0012,66,362,428
 1750 | 2011-04-18 18:00:00,2,0,1,1,26.24,31.06,31,23.9994,41,321,362
 1751 | 2011-04-18 19:00:00,2,0,1,1,22.96,26.515,46,16.9979,42,244,286
 1752 | 2011-04-18 20:00:00,2,0,1,1,24.6,31.06,33,19.9995,29,136,165
 1753 | 2011-04-18 21:00:00,2,0,1,1,22.96,26.515,37,19.0012,20,131,151
 1754 | 2011-04-18 22:00:00,2,0,1,1,21.32,25,55,19.0012,9,81,90
 1755 | 2011-04-18 23:00:00,2,0,1,1,20.5,24.24,59,16.9979,11,35,46
 1756 | 2011-04-19 00:00:00,2,0,1,1,20.5,24.24,55,15.0013,2,23,25
 1757 | 2011-04-19 01:00:00,2,0,1,1,18.86,22.725,63,15.0013,5,2,7
 1758 | 2011-04-19 02:00:00,2,0,1,1,18.86,22.725,67,19.0012,8,5,13
 1759 | 2011-04-19 03:00:00,2,0,1,1,19.68,23.485,63,15.0013,0,3,3
 1760 | 2011-04-19 04:00:00,2,0,1,1,18.86,22.725,67,6.0032,1,4,5
 1761 | 2011-04-19 05:00:00,2,0,1,2,18.86,22.725,72,12.998,1,17,18
 1762 | 2011-04-19 06:00:00,2,0,1,2,19.68,23.485,67,0,2,63,65
 1763 | 2011-04-19 07:00:00,2,0,1,2,21.32,25,55,0,22,166,188
 1764 | 2011-04-19 08:00:00,2,0,1,2,20.5,24.24,68,8.9981,20,331,351
 1765 | 2011-04-19 09:00:00,2,0,1,3,21.32,25,63,6.0032,23,139,162
 1766 | 2011-04-19 10:00:00,2,0,1,2,20.5,24.24,72,15.0013,15,60,75
 1767 | 2011-04-19 11:00:00,2,0,1,2,22.14,25.76,68,11.0014,19,53,72
 1768 | 2011-04-19 12:00:00,2,0,1,2,22.14,25.76,64,6.0032,19,84,103
 1769 | 2011-04-19 13:00:00,2,0,1,2,22.14,25.76,68,15.0013,26,103,129
 1770 | 2011-04-19 14:00:00,2,0,1,2,22.14,25.76,64,12.998,19,88,107
 1771 | 2011-04-19 15:00:00,2,0,1,2,22.14,25.76,65,11.0014,44,83,127
 1772 | 2011-04-19 16:00:00,2,0,1,1,22.96,26.515,52,19.9995,30,162,192
 1773 | 2011-04-19 17:00:00,2,0,1,1,22.96,26.515,60,7.0015,39,372,411
 1774 | 2011-04-19 18:00:00,2,0,1,2,22.14,25.76,64,8.9981,44,377,421
 1775 | 2011-04-19 19:00:00,2,0,1,2,20.5,24.24,72,12.998,28,248,276
 1776 | 2011-04-19 20:00:00,2,0,1,2,20.5,24.24,72,15.0013,20,148,168
 1777 | 2011-04-19 21:00:00,2,0,1,2,20.5,24.24,72,8.9981,8,114,122
 1778 | 2011-04-19 22:00:00,2,0,1,1,19.68,23.485,77,6.0032,3,109,112
 1779 | 2011-04-19 23:00:00,2,0,1,1,18.86,22.725,88,6.0032,11,41,52
 1780 | 2011-05-01 00:00:00,2,0,0,1,17.22,21.21,67,6.0032,19,77,96
 1781 | 2011-05-01 01:00:00,2,0,0,1,17.22,21.21,69,7.0015,9,50,59
 1782 | 2011-05-01 02:00:00,2,0,0,1,17.22,21.21,77,7.0015,7,43,50
 1783 | 2011-05-01 03:00:00,2,0,0,1,16.4,20.455,82,7.0015,8,15,23
 1784 | 2011-05-01 04:00:00,2,0,0,1,16.4,20.455,76,7.0015,6,11,17
 1785 | 2011-05-01 05:00:00,2,0,0,1,16.4,20.455,82,6.0032,0,10,10
 1786 | 2011-05-01 06:00:00,2,0,0,2,16.4,20.455,82,6.0032,4,9,13
 1787 | 2011-05-01 07:00:00,2,0,0,2,17.22,21.21,77,6.0032,7,26,33
 1788 | 2011-05-01 08:00:00,2,0,0,2,18.04,21.97,77,8.9981,16,43,59
 1789 | 2011-05-01 09:00:00,2,0,0,2,18.86,22.725,72,8.9981,45,96,141
 1790 | 2011-05-01 10:00:00,2,0,0,2,19.68,23.485,63,12.998,109,155,264
 1791 | 2011-05-01 11:00:00,2,0,0,1,18.86,22.725,82,7.0015,109,141,250
 1792 | 2011-05-01 12:00:00,2,0,0,2,19.68,23.485,77,7.0015,109,172,281
 1793 | 2011-05-01 13:00:00,2,0,0,2,20.5,24.24,63,11.0014,123,209,332
 1794 | 2011-05-01 14:00:00,2,0,0,2,20.5,24.24,68,7.0015,85,153,238
 1795 | 2011-05-01 15:00:00,2,0,0,2,20.5,24.24,72,0,113,153,266
 1796 | 2011-05-01 16:00:00,2,0,0,2,20.5,24.24,72,12.998,75,139,214
 1797 | 2011-05-01 17:00:00,2,0,0,2,19.68,23.485,82,16.9979,60,136,196
 1798 | 2011-05-01 18:00:00,2,0,0,2,18.86,22.725,82,6.0032,33,126,159
 1799 | 2011-05-01 19:00:00,2,0,0,2,18.86,22.725,84,7.0015,47,131,178
 1800 | 2011-05-01 20:00:00,2,0,0,2,18.86,22.725,82,0,35,86,121
 1801 | 2011-05-01 21:00:00,2,0,0,2,18.86,22.725,82,0,23,82,105
 1802 | 2011-05-01 22:00:00,2,0,0,2,18.86,22.725,82,0,32,68,100
 1803 | 2011-05-01 23:00:00,2,0,0,1,18.86,22.725,77,12.998,64,82,146
 1804 | 2011-05-02 00:00:00,2,0,1,1,18.86,22.725,72,8.9981,68,109,177
 1805 | 2011-05-02 01:00:00,2,0,1,1,18.86,22.725,72,8.9981,41,73,114
 1806 | 2011-05-02 02:00:00,2,0,1,2,18.04,21.97,77,15.0013,16,19,35
 1807 | 2011-05-02 03:00:00,2,0,1,1,18.04,21.97,77,8.9981,9,7,16
 1808 | 2011-05-02 04:00:00,2,0,1,1,18.04,21.97,77,11.0014,9,8,17
 1809 | 2011-05-02 05:00:00,2,0,1,2,18.04,21.97,77,8.9981,4,16,20
 1810 | 2011-05-02 06:00:00,2,0,1,1,18.04,21.97,88,7.0015,3,59,62
 1811 | 2011-05-02 07:00:00,2,0,1,2,18.86,22.725,82,22.0028,16,193,209
 1812 | 2011-05-02 08:00:00,2,0,1,2,19.68,23.485,77,15.0013,21,350,371
 1813 | 2011-05-02 09:00:00,2,0,1,2,20.5,24.24,77,19.0012,41,131,172
 1814 | 2011-05-02 10:00:00,2,0,1,2,22.14,25.76,77,15.0013,31,77,108
 1815 | 2011-05-02 11:00:00,2,0,1,1,23.78,27.275,73,19.9995,34,96,130
 1816 | 2011-05-02 12:00:00,2,0,1,1,25.42,30.305,69,15.0013,40,147,187
 1817 | 2011-05-02 13:00:00,2,0,1,2,25.42,30.305,69,12.998,51,119,170
 1818 | 2011-05-02 14:00:00,2,0,1,1,26.24,30.305,69,15.0013,48,133,181
 1819 | 2011-05-02 15:00:00,2,0,1,1,27.06,31.06,61,12.998,45,110,155
 1820 | 2011-05-02 16:00:00,2,0,1,1,27.06,31.06,61,15.0013,49,220,269
 1821 | 2011-05-02 17:00:00,2,0,1,1,27.06,31.06,65,12.998,65,472,537
 1822 | 2011-05-02 18:00:00,2,0,1,2,26.24,30.305,65,12.998,68,450,518
 1823 | 2011-05-02 19:00:00,2,0,1,2,25.42,30.305,69,8.9981,46,268,314
 1824 | 2011-05-02 20:00:00,2,0,1,2,25.42,30.305,69,8.9981,44,174,218
 1825 | 2011-05-02 21:00:00,2,0,1,2,24.6,29.545,73,7.0015,54,178,232
 1826 | 2011-05-02 22:00:00,2,0,1,2,24.6,29.545,73,0,28,97,125
 1827 | 2011-05-02 23:00:00,2,0,1,2,22.96,26.515,83,12.998,16,48,64
 1828 | 2011-05-03 00:00:00,2,0,1,2,22.96,26.515,83,15.0013,0,16,16
 1829 | 2011-05-03 01:00:00,2,0,1,2,22.96,26.515,78,16.9979,0,14,14
 1830 | 2011-05-03 02:00:00,2,0,1,2,22.96,26.515,78,16.9979,0,5,5
 1831 | 2011-05-03 03:00:00,2,0,1,1,22.14,25.76,83,19.0012,0,2,2
 1832 | 2011-05-03 04:00:00,2,0,1,1,21.32,25,88,15.0013,3,1,4
 1833 | 2011-05-03 05:00:00,2,0,1,1,21.32,25,88,8.9981,0,14,14
 1834 | 2011-05-03 06:00:00,2,0,1,2,21.32,25,94,11.0014,7,102,109
 1835 | 2011-05-03 07:00:00,2,0,1,2,22.14,25.76,88,15.0013,17,248,265
 1836 | 2011-05-03 08:00:00,2,0,1,2,22.96,26.515,83,19.0012,24,435,459
 1837 | 2011-05-03 09:00:00,2,0,1,2,24.6,28.79,78,23.9994,29,157,186
 1838 | 2011-05-03 10:00:00,2,0,1,2,26.24,30.305,69,23.9994,36,91,127
 1839 | 2011-05-03 11:00:00,2,0,1,2,27.06,31.06,65,22.0028,20,120,140
 1840 | 2011-05-03 12:00:00,2,0,1,2,27.88,31.82,61,32.9975,48,169,217
 1841 | 2011-05-03 13:00:00,2,0,1,2,28.7,32.575,58,40.9973,50,144,194
 1842 | 2011-05-03 14:00:00,2,0,1,2,28.7,32.575,58,35.0008,36,122,158
 1843 | 2011-05-03 15:00:00,2,0,1,2,28.7,32.575,58,30.0026,37,117,154
 1844 | 2011-05-03 16:00:00,2,0,1,1,29.52,33.335,54,31.0009,46,225,271
 1845 | 2011-05-03 17:00:00,2,0,1,1,28.7,32.575,54,31.0009,53,464,517
 1846 | 2011-05-03 18:00:00,2,0,1,1,28.7,32.575,48,27.9993,59,485,544
 1847 | 2011-05-03 19:00:00,2,0,1,1,27.88,31.82,57,23.9994,42,323,365
 1848 | 2011-05-03 20:00:00,2,0,1,1,27.06,31.06,61,12.998,28,262,290
 1849 | 2011-05-03 21:00:00,2,0,1,2,26.24,31.06,61,30.0026,42,183,225
 1850 | 2011-05-03 22:00:00,2,0,1,2,23.78,27.275,60,26.0027,14,99,113
 1851 | 2011-05-03 23:00:00,2,0,1,2,22.96,26.515,68,22.0028,12,50,62
 1852 | 2011-05-04 00:00:00,2,0,1,3,21.32,25,77,11.0014,5,22,27
 1853 | 2011-05-04 01:00:00,2,0,1,3,20.5,24.24,82,19.0012,1,6,7
 1854 | 2011-05-04 02:00:00,2,0,1,3,20.5,24.24,82,19.0012,0,4,4
 1855 | 2011-05-04 03:00:00,2,0,1,3,17.22,21.21,88,35.0008,0,1,1
 1856 | 2011-05-04 04:00:00,2,0,1,3,15.58,19.695,94,22.0028,1,2,3
 1857 | 2011-05-04 05:00:00,2,0,1,3,14.76,16.665,87,22.0028,1,8,9
 1858 | 2011-05-04 06:00:00,2,0,1,3,13.94,15.15,93,26.0027,0,21,21
 1859 | 2011-05-04 07:00:00,2,0,1,3,13.94,15.15,93,23.9994,6,46,52
 1860 | 2011-05-04 08:00:00,2,0,1,3,13.94,15.15,93,26.0027,5,74,79
 1861 | 2011-05-04 09:00:00,2,0,1,3,13.94,15.15,93,23.9994,5,35,40
 1862 | 2011-05-04 10:00:00,2,0,1,2,13.94,15.91,93,19.0012,5,26,31
 1863 | 2011-05-04 11:00:00,2,0,1,1,16.4,20.455,82,22.0028,3,69,72
 1864 | 2011-05-04 12:00:00,2,0,1,2,18.04,21.97,62,23.9994,19,105,124
 1865 | 2011-05-04 13:00:00,2,0,1,2,18.86,22.725,59,30.0026,15,128,143
 1866 | 2011-05-04 14:00:00,2,0,1,1,20.5,24.24,51,26.0027,13,94,107
 1867 | 2011-05-04 15:00:00,2,0,1,1,19.68,23.485,51,27.9993,22,107,129
 1868 | 2011-05-04 16:00:00,2,0,1,1,20.5,24.24,45,31.0009,22,173,195
 1869 | 2011-05-04 17:00:00,2,0,1,1,16.4,20.455,71,16.9979,22,388,410
 1870 | 2011-05-04 18:00:00,2,0,1,1,17.22,21.21,67,16.9979,29,367,396
 1871 | 2011-05-04 19:00:00,2,0,1,1,17.22,21.21,58,23.9994,30,266,296
 1872 | 2011-05-04 20:00:00,2,0,1,1,16.4,20.455,62,22.0028,17,174,191
 1873 | 2011-05-04 21:00:00,2,0,1,1,16.4,20.455,62,11.0014,17,133,150
 1874 | 2011-05-04 22:00:00,2,0,1,1,15.58,19.695,62,15.0013,9,80,89
 1875 | 2011-05-04 23:00:00,2,0,1,1,14.76,17.425,62,15.0013,8,49,57
 1876 | 2011-05-05 00:00:00,2,0,1,1,14.76,17.425,66,12.998,4,23,27
 1877 | 2011-05-05 01:00:00,2,0,1,1,13.94,16.665,71,12.998,4,6,10
 1878 | 2011-05-05 02:00:00,2,0,1,1,13.94,15.91,66,15.0013,1,4,5
 1879 | 2011-05-05 03:00:00,2,0,1,1,13.94,15.91,66,16.9979,0,4,4
 1880 | 2011-05-05 04:00:00,2,0,1,1,13.94,15.91,66,16.9979,4,3,7
 1881 | 2011-05-05 05:00:00,2,0,1,1,13.94,15.91,66,16.9979,1,29,30
 1882 | 2011-05-05 06:00:00,2,0,1,1,13.94,15.91,66,16.9979,3,86,89
 1883 | 2011-05-05 07:00:00,2,0,1,1,15.58,19.695,58,16.9979,16,255,271
 1884 | 2011-05-05 08:00:00,2,0,1,1,17.22,21.21,50,16.9979,25,415,440
 1885 | 2011-05-05 09:00:00,2,0,1,1,18.86,22.725,44,19.0012,20,164,184
 1886 | 2011-05-05 10:00:00,2,0,1,1,20.5,24.24,39,19.0012,30,98,128
 1887 | 2011-05-05 11:00:00,2,0,1,1,21.32,25,36,30.0026,43,105,148
 1888 | 2011-05-05 12:00:00,2,0,1,1,21.32,25,34,23.9994,27,169,196
 1889 | 2011-05-05 13:00:00,2,0,1,1,22.14,25.76,30,39.0007,50,142,192
 1890 | 2011-05-05 14:00:00,2,0,1,1,22.14,25.76,28,30.0026,19,135,154
 1891 | 2011-05-05 15:00:00,2,0,1,1,22.96,26.515,26,32.9975,27,120,147
 1892 | 2011-05-05 16:00:00,2,0,1,1,23.78,27.275,24,27.9993,36,233,269
 1893 | 2011-05-05 17:00:00,2,0,1,1,22.96,26.515,26,26.0027,66,467,533
 1894 | 2011-05-05 18:00:00,2,0,1,1,22.96,26.515,26,19.0012,64,456,520
 1895 | 2011-05-05 19:00:00,2,0,1,1,22.14,25.76,28,15.0013,56,305,361
 1896 | 2011-05-05 20:00:00,2,0,1,1,20.5,24.24,34,11.0014,33,225,258
 1897 | 2011-05-05 21:00:00,2,0,1,1,20.5,24.24,36,12.998,39,141,180
 1898 | 2011-05-05 22:00:00,2,0,1,1,19.68,23.485,39,12.998,30,135,165
 1899 | 2011-05-05 23:00:00,2,0,1,1,18.86,22.725,41,12.998,16,99,115
 1900 | 2011-05-06 00:00:00,2,0,1,1,18.04,21.97,44,11.0014,13,43,56
 1901 | 2011-05-06 01:00:00,2,0,1,1,16.4,20.455,62,11.0014,8,24,32
 1902 | 2011-05-06 02:00:00,2,0,1,1,15.58,19.695,62,7.0015,1,15,16
 1903 | 2011-05-06 03:00:00,2,0,1,1,14.76,18.18,71,7.0015,3,6,9
 1904 | 2011-05-06 04:00:00,2,0,1,1,14.76,18.18,71,7.0015,0,1,1
 1905 | 2011-05-06 05:00:00,2,0,1,1,13.94,17.425,81,7.0015,0,16,16
 1906 | 2011-05-06 06:00:00,2,0,1,1,14.76,18.18,81,6.0032,8,74,82
 1907 | 2011-05-06 07:00:00,2,0,1,1,16.4,20.455,82,0,20,202,222
 1908 | 2011-05-06 08:00:00,2,0,1,1,17.22,21.21,77,16.9979,35,415,450
 1909 | 2011-05-06 09:00:00,2,0,1,1,18.86,22.725,67,19.0012,27,161,188
 1910 | 2011-05-06 10:00:00,2,0,1,2,22.14,25.76,49,22.0028,30,97,127
 1911 | 2011-05-06 11:00:00,2,0,1,2,22.14,25.76,49,22.0028,42,123,165
 1912 | 2011-05-06 12:00:00,2,0,1,1,22.96,26.515,49,23.9994,48,198,246
 1913 | 2011-05-06 13:00:00,2,0,1,1,23.78,27.275,40,22.0028,71,182,253
 1914 | 2011-05-06 14:00:00,2,0,1,1,24.6,31.06,40,30.0026,86,127,213
 1915 | 2011-05-06 15:00:00,2,0,1,1,24.6,31.06,38,26.0027,89,171,260
 1916 | 2011-05-06 16:00:00,2,0,1,1,24.6,31.06,40,16.9979,82,262,344
 1917 | 2011-05-06 17:00:00,2,0,1,1,23.78,27.275,40,23.9994,83,470,553
 1918 | 2011-05-06 18:00:00,2,0,1,3,22.14,25.76,52,23.9994,85,385,470
 1919 | 2011-05-06 19:00:00,2,0,1,3,22.14,25.76,52,23.9994,39,253,292
 1920 | 2011-05-06 20:00:00,2,0,1,1,21.32,25,48,7.0015,29,161,190
 1921 | 2011-05-06 21:00:00,2,0,1,1,19.68,23.485,67,8.9981,22,130,152
 1922 | 2011-05-06 22:00:00,2,0,1,1,18.86,22.725,72,15.0013,46,105,151
 1923 | 2011-05-06 23:00:00,2,0,1,1,18.04,21.97,82,8.9981,27,93,120
 1924 | 2011-05-07 00:00:00,2,0,0,1,17.22,21.21,82,8.9981,10,76,86
 1925 | 2011-05-07 01:00:00,2,0,0,1,17.22,21.21,82,7.0015,8,50,58
 1926 | 2011-05-07 02:00:00,2,0,0,1,17.22,21.21,82,6.0032,5,47,52
 1927 | 2011-05-07 03:00:00,2,0,0,1,17.22,21.21,77,6.0032,9,9,18
 1928 | 2011-05-07 04:00:00,2,0,0,1,16.4,20.455,82,7.0015,1,4,5
 1929 | 2011-05-07 05:00:00,2,0,0,1,18.86,22.725,59,8.9981,4,3,7
 1930 | 2011-05-07 06:00:00,2,0,0,1,17.22,21.21,77,6.0032,1,12,13
 1931 | 2011-05-07 07:00:00,2,0,0,1,19.68,23.485,59,0,8,32,40
 1932 | 2011-05-07 08:00:00,2,0,0,1,21.32,25,52,12.998,19,96,115
 1933 | 2011-05-07 09:00:00,2,0,0,1,22.14,25.76,49,19.0012,54,164,218
 1934 | 2011-05-07 10:00:00,2,0,0,1,22.96,26.515,49,19.9995,90,208,298
 1935 | 2011-05-07 11:00:00,2,0,0,1,22.96,26.515,43,0,132,215,347
 1936 | 2011-05-07 12:00:00,2,0,0,1,24.6,31.06,40,12.998,129,244,373
 1937 | 2011-05-07 13:00:00,2,0,0,1,24.6,31.06,35,19.0012,196,240,436
 1938 | 2011-05-07 14:00:00,2,0,0,3,24.6,31.06,35,11.0014,143,235,378
 1939 | 2011-05-07 15:00:00,2,0,0,1,24.6,31.06,38,16.9979,148,230,378
 1940 | 2011-05-07 16:00:00,2,0,0,1,24.6,31.06,38,12.998,119,223,342
 1941 | 2011-05-07 17:00:00,2,0,0,1,23.78,27.275,40,15.0013,138,216,354
 1942 | 2011-05-07 18:00:00,2,0,0,1,23.78,27.275,37,11.0014,114,175,289
 1943 | 2011-05-07 19:00:00,2,0,0,1,22.96,26.515,43,12.998,88,179,267
 1944 | 2011-05-07 20:00:00,2,0,0,1,22.96,26.515,43,8.9981,82,137,219
 1945 | 2011-05-07 21:00:00,2,0,0,1,22.14,25.76,49,15.0013,58,124,182
 1946 | 2011-05-07 22:00:00,2,0,0,1,22.14,25.76,49,12.998,26,94,120
 1947 | 2011-05-07 23:00:00,2,0,0,1,20.5,24.24,59,7.0015,30,89,119
 1948 | 2011-05-08 00:00:00,2,0,0,2,20.5,24.24,59,7.0015,22,78,100
 1949 | 2011-05-08 01:00:00,2,0,0,2,21.32,25,55,0,8,56,64
 1950 | 2011-05-08 02:00:00,2,0,0,1,19.68,23.485,63,0,17,42,59
 1951 | 2011-05-08 03:00:00,2,0,0,1,18.86,22.725,72,6.0032,10,21,31
 1952 | 2011-05-08 04:00:00,2,0,0,1,17.22,21.21,82,0,2,8,10
 1953 | 2011-05-08 05:00:00,2,0,0,2,18.04,21.97,77,0,0,5,5
 1954 | 2011-05-08 06:00:00,2,0,0,2,18.04,21.97,82,0,2,4,6
 1955 | 2011-05-08 07:00:00,2,0,0,2,18.86,22.725,82,0,8,15,23
 1956 | 2011-05-08 08:00:00,2,0,0,1,21.32,25,63,8.9981,28,58,86
 1957 | 2011-05-08 09:00:00,2,0,0,1,22.96,26.515,52,15.0013,48,112,160
 1958 | 2011-05-08 10:00:00,2,0,0,1,23.78,27.275,49,8.9981,91,153,244
 1959 | 2011-05-08 11:00:00,2,0,0,1,23.78,27.275,49,6.0032,142,198,340
 1960 | 2011-05-08 12:00:00,2,0,0,1,24.6,31.06,46,6.0032,139,243,382
 1961 | 2011-05-08 13:00:00,2,0,0,1,24.6,31.06,49,8.9981,166,224,390
 1962 | 2011-05-08 14:00:00,2,0,0,1,24.6,31.06,49,0,126,240,366
 1963 | 2011-05-08 15:00:00,2,0,0,1,24.6,31.06,49,0,128,230,358
 1964 | 2011-05-08 16:00:00,2,0,0,1,24.6,31.06,46,7.0015,122,263,385
 1965 | 2011-05-08 17:00:00,2,0,0,3,23.78,27.275,49,19.0012,106,245,351
 1966 | 2011-05-08 18:00:00,2,0,0,1,23.78,27.275,49,0,63,205,268
 1967 | 2011-05-08 19:00:00,2,0,0,1,22.96,26.515,64,0,61,178,239
 1968 | 2011-05-08 20:00:00,2,0,0,1,21.32,25,77,8.9981,42,132,174
 1969 | 2011-05-08 21:00:00,2,0,0,1,21.32,25,77,6.0032,32,95,127
 1970 | 2011-05-08 22:00:00,2,0,0,1,20.5,24.24,88,6.0032,29,86,115
 1971 | 2011-05-08 23:00:00,2,0,0,1,18.86,22.725,88,6.0032,9,41,50
 1972 | 2011-05-09 00:00:00,2,0,1,1,18.86,22.725,82,6.0032,31,22,53
 1973 | 2011-05-09 01:00:00,2,0,1,1,18.04,21.97,88,0,25,8,33
 1974 | 2011-05-09 02:00:00,2,0,1,1,18.04,21.97,94,0,6,2,8
 1975 | 2011-05-09 03:00:00,2,0,1,1,18.86,22.725,82,6.0032,0,7,7
 1976 | 2011-05-09 04:00:00,2,0,1,1,17.22,21.21,82,11.0014,0,4,4
 1977 | 2011-05-09 05:00:00,2,0,1,1,17.22,21.21,77,11.0014,0,23,23
 1978 | 2011-05-09 06:00:00,2,0,1,1,18.04,21.97,72,16.9979,2,87,89
 1979 | 2011-05-09 07:00:00,2,0,1,1,19.68,23.485,63,16.9979,16,221,237
 1980 | 2011-05-09 08:00:00,2,0,1,1,21.32,25,55,15.0013,23,351,374
 1981 | 2011-05-09 09:00:00,2,0,1,1,22.14,25.76,56,11.0014,36,142,178
 1982 | 2011-05-09 10:00:00,2,0,1,1,22.96,26.515,52,12.998,24,95,119
 1983 | 2011-05-09 11:00:00,2,0,1,1,24.6,31.06,46,15.0013,26,99,125
 1984 | 2011-05-09 12:00:00,2,0,1,1,24.6,31.06,43,12.998,35,160,195
 1985 | 2011-05-09 13:00:00,2,0,1,1,25.42,31.06,38,19.0012,36,138,174
 1986 | 2011-05-09 14:00:00,2,0,1,1,25.42,31.06,41,15.0013,44,118,162
 1987 | 2011-05-09 15:00:00,2,0,1,1,25.42,31.06,41,15.0013,51,148,199
 1988 | 2011-05-09 16:00:00,2,0,1,1,26.24,31.06,38,15.0013,49,255,304
 1989 | 2011-05-09 17:00:00,2,0,1,1,25.42,31.06,38,16.9979,59,539,598
 1990 | 2011-05-09 18:00:00,2,0,1,1,25.42,31.06,38,19.9995,66,458,524
 1991 | 2011-05-09 19:00:00,2,0,1,1,23.78,27.275,43,12.998,45,339,384
 1992 | 2011-05-09 20:00:00,2,0,1,1,22.14,25.76,49,12.998,25,214,239
 1993 | 2011-05-09 21:00:00,2,0,1,1,21.32,25,59,8.9981,28,128,156
 1994 | 2011-05-09 22:00:00,2,0,1,1,21.32,25,68,6.0032,21,95,116
 1995 | 2011-05-09 23:00:00,2,0,1,1,20.5,24.24,68,6.0032,16,45,61
 1996 | 2011-05-10 00:00:00,2,0,1,1,19.68,23.485,63,0,6,12,18
 1997 | 2011-05-10 01:00:00,2,0,1,1,18.86,22.725,59,6.0032,3,12,15
 1998 | 2011-05-10 02:00:00,2,0,1,1,18.04,21.97,58,8.9981,1,4,5
 1999 | 2011-05-10 03:00:00,2,0,1,1,18.04,21.97,54,12.998,1,3,4
 2000 | 2011-05-10 04:00:00,2,0,1,1,17.22,21.21,62,16.9979,0,2,2
 2001 | 2011-05-10 05:00:00,2,0,1,1,16.4,20.455,66,15.0013,1,28,29
 2002 | 2011-05-10 06:00:00,2,0,1,1,17.22,21.21,67,8.9981,9,103,112
 2003 | 2011-05-10 07:00:00,2,0,1,2,18.04,21.97,62,8.9981,13,301,314
 2004 | 2011-05-10 08:00:00,2,0,1,2,20.5,24.24,51,7.0015,28,397,425
 2005 | 2011-05-10 09:00:00,2,0,1,2,21.32,25,48,7.0015,29,176,205
 2006 | 2011-05-10 10:00:00,2,0,1,2,22.96,26.515,37,6.0032,27,100,127
 2007 | 2011-05-10 11:00:00,2,0,1,2,22.96,26.515,43,8.9981,17,108,125
 2008 | 2011-05-10 12:00:00,2,0,1,2,24.6,31.06,38,0,47,170,217
 2009 | 2011-05-10 13:00:00,2,0,1,2,25.42,31.06,38,16.9979,50,152,202
 2010 | 2011-05-10 14:00:00,2,0,1,2,25.42,31.06,33,0,42,134,176
 2011 | 2011-05-10 15:00:00,2,0,1,2,26.24,31.06,33,6.0032,28,152,180
 2012 | 2011-05-10 16:00:00,2,0,1,1,27.06,31.06,31,7.0015,56,271,327
 2013 | 2011-05-10 17:00:00,2,0,1,1,26.24,31.06,33,0,79,532,611
 2014 | 2011-05-10 18:00:00,2,0,1,1,26.24,31.06,29,8.9981,70,480,550
 2015 | 2011-05-10 19:00:00,2,0,1,1,24.6,31.06,43,15.0013,69,365,434
 2016 | 2011-05-10 20:00:00,2,0,1,1,22.14,25.76,60,8.9981,50,241,291
 2017 | 2011-05-10 21:00:00,2,0,1,1,22.14,25.76,52,0,30,173,203
 2018 | 2011-05-10 22:00:00,2,0,1,1,21.32,25,55,7.0015,29,121,150
 2019 | 2011-05-10 23:00:00,2,0,1,2,21.32,25,59,8.9981,9,72,81
 2020 | 2011-05-11 00:00:00,2,0,1,2,21.32,25,55,8.9981,8,30,38
 2021 | 2011-05-11 01:00:00,2,0,1,2,20.5,24.24,59,7.0015,4,16,20
 2022 | 2011-05-11 02:00:00,2,0,1,1,21.32,25,59,0,6,4,10
 2023 | 2011-05-11 03:00:00,2,0,1,1,20.5,24.24,63,15.0013,0,3,3
 2024 | 2011-05-11 04:00:00,2,0,1,2,19.68,23.485,88,8.9981,0,2,2
 2025 | 2011-05-11 05:00:00,2,0,1,1,18.86,22.725,88,8.9981,0,20,20
 2026 | 2011-05-11 06:00:00,2,0,1,1,18.86,22.725,82,8.9981,6,93,99
 2027 | 2011-05-11 07:00:00,2,0,1,1,19.68,23.485,72,12.998,25,293,318
 2028 | 2011-05-11 08:00:00,2,0,1,1,19.68,23.485,77,16.9979,21,421,442
 2029 | 2011-05-11 09:00:00,2,0,1,1,21.32,25,72,8.9981,21,182,203
 2030 | 2011-05-11 10:00:00,2,0,1,1,22.14,25.76,68,6.0032,30,124,154
 2031 | 2011-05-11 11:00:00,2,0,1,1,22.96,26.515,64,6.0032,18,123,141
 2032 | 2011-05-11 12:00:00,2,0,1,1,24.6,31.06,56,0,41,185,226
 2033 | 2011-05-11 13:00:00,2,0,1,1,25.42,31.06,50,0,36,157,193
 2034 | 2011-05-11 14:00:00,2,0,1,1,25.42,31.06,53,6.0032,36,141,177
 2035 | 2011-05-11 15:00:00,2,0,1,1,26.24,31.06,41,0,48,131,179
 2036 | 2011-05-11 16:00:00,2,0,1,1,27.06,31.06,39,0,49,240,289
 2037 | 2011-05-11 17:00:00,2,0,1,1,26.24,31.06,47,7.0015,17,242,259
 2038 | 2011-05-11 18:00:00,2,0,1,1,25.42,31.06,50,19.9995,40,234,274
 2039 | 2011-05-11 19:00:00,2,0,1,1,22.96,26.515,52,8.9981,60,341,401
 2040 | 2011-05-11 20:00:00,2,0,1,1,22.14,25.76,64,8.9981,28,245,273
 2041 | 2011-05-11 21:00:00,2,0,1,1,22.14,25.76,60,0,32,202,234
 2042 | 2011-05-11 22:00:00,2,0,1,1,20.5,24.24,72,16.9979,12,134,146
 2043 | 2011-05-11 23:00:00,2,0,1,1,18.86,22.725,88,16.9979,12,69,81
 2044 | 2011-05-12 00:00:00,2,0,1,2,18.86,22.725,88,15.0013,5,39,44
 2045 | 2011-05-12 01:00:00,2,0,1,1,18.86,22.725,88,15.0013,1,16,17
 2046 | 2011-05-12 02:00:00,2,0,1,1,18.04,21.97,94,12.998,1,14,15
 2047 | 2011-05-12 03:00:00,2,0,1,1,18.04,21.97,88,8.9981,0,5,5
 2048 | 2011-05-12 04:00:00,2,0,1,1,17.22,21.21,94,0,1,5,6
 2049 | 2011-05-12 05:00:00,2,0,1,1,17.22,21.21,94,8.9981,2,27,29
 2050 | 2011-05-12 06:00:00,2,0,1,1,18.04,21.97,88,0,9,103,112
 2051 | 2011-05-12 07:00:00,2,0,1,1,18.86,22.725,88,8.9981,14,283,297
 2052 | 2011-05-12 08:00:00,2,0,1,1,19.68,23.485,82,12.998,27,394,421
 2053 | 2011-05-12 09:00:00,2,0,1,2,20.5,24.24,77,19.0012,21,191,212
 2054 | 2011-05-12 10:00:00,2,0,1,2,22.14,25.76,68,15.0013,28,119,147
 2055 | 2011-05-12 11:00:00,2,0,1,1,23.78,27.275,60,15.0013,43,136,179
 2056 | 2011-05-12 12:00:00,2,0,1,1,23.78,27.275,60,15.0013,43,164,207
 2057 | 2011-05-12 13:00:00,2,0,1,2,25.42,31.06,57,19.9995,48,170,218
 2058 | 2011-05-12 14:00:00,2,0,1,2,25.42,30.305,61,15.0013,43,148,191
 2059 | 2011-05-12 15:00:00,2,0,1,2,26.24,31.06,53,16.9979,54,163,217
 2060 | 2011-05-12 16:00:00,2,0,1,2,26.24,31.06,57,16.9979,50,238,288
 2061 | 2011-05-12 17:00:00,2,0,1,2,26.24,31.06,57,12.998,54,540,594
 2062 | 2011-05-12 18:00:00,2,0,1,1,25.42,30.305,69,15.0013,64,463,527
 2063 | 2011-05-12 19:00:00,2,0,1,2,24.6,30.305,64,12.998,59,305,364
 2064 | 2011-05-12 20:00:00,2,0,1,1,24.6,30.305,64,12.998,56,220,276
 2065 | 2011-05-12 21:00:00,2,0,1,1,22.96,26.515,83,8.9981,31,192,223
 2066 | 2011-05-12 22:00:00,2,0,1,1,22.14,25.76,83,12.998,25,147,172
 2067 | 2011-05-12 23:00:00,2,0,1,2,22.14,25.76,77,12.998,16,87,103
 2068 | 2011-05-13 00:00:00,2,0,1,2,21.32,25,83,11.0014,6,46,52
 2069 | 2011-05-13 01:00:00,2,0,1,1,21.32,25,83,11.0014,5,15,20
 2070 | 2011-05-13 02:00:00,2,0,1,2,20.5,24.24,88,8.9981,3,8,11
 2071 | 2011-05-13 03:00:00,2,0,1,2,20.5,24.24,88,8.9981,2,2,4
 2072 | 2011-05-13 04:00:00,2,0,1,3,20.5,24.24,88,11.0014,2,3,5
 2073 | 2011-05-13 05:00:00,2,0,1,2,20.5,24.24,88,12.998,1,24,25
 2074 | 2011-05-13 06:00:00,2,0,1,3,20.5,24.24,88,8.9981,6,76,82
 2075 | 2011-05-13 07:00:00,2,0,1,3,20.5,24.24,88,11.0014,16,141,157
 2076 | 2011-05-13 08:00:00,2,0,1,2,20.5,24.24,88,12.998,26,361,387
 2077 | 2011-05-13 09:00:00,2,0,1,2,20.5,24.24,88,12.998,18,215,233
 2078 | 2011-05-13 10:00:00,2,0,1,2,21.32,25,83,8.9981,31,99,130
 2079 | 2011-05-13 11:00:00,2,0,1,2,21.32,25,83,11.0014,56,90,146
 2080 | 2011-05-13 12:00:00,2,0,1,2,21.32,25,88,12.998,53,170,223
 2081 | 2011-05-13 13:00:00,2,0,1,2,21.32,25,88,26.0027,69,157,226
 2082 | 2011-05-13 14:00:00,2,0,1,2,21.32,25,87,19.0012,70,120,190
 2083 | 2011-05-13 15:00:00,2,0,1,2,21.32,25,88,11.0014,56,142,198
 2084 | 2011-05-13 16:00:00,2,0,1,2,21.32,25,88,8.9981,44,256,300
 2085 | 2011-05-13 17:00:00,2,0,1,3,21.32,25,88,11.0014,62,429,491
 2086 | 2011-05-13 18:00:00,2,0,1,3,21.32,25,88,11.0014,39,359,398
 2087 | 2011-05-13 19:00:00,2,0,1,2,21.32,25,83,12.998,25,245,270
 2088 | 2011-05-13 20:00:00,2,0,1,2,21.32,25,83,8.9981,22,130,152
 2089 | 2011-05-13 21:00:00,2,0,1,2,21.32,25,84,11.0014,24,130,154
 2090 | 2011-05-13 22:00:00,2,0,1,2,21.32,25,83,15.0013,25,107,132
 2091 | 2011-05-13 23:00:00,2,0,1,3,20.5,24.24,88,11.0014,31,88,119
 2092 | 2011-05-14 00:00:00,2,0,0,2,20.5,24.24,88,8.9981,24,78,102
 2093 | 2011-05-14 01:00:00,2,0,0,2,20.5,24.24,88,8.9981,18,64,82
 2094 | 2011-05-14 02:00:00,2,0,0,2,20.5,24.24,88,8.9981,15,37,52
 2095 | 2011-05-14 03:00:00,2,0,0,2,20.5,24.24,88,8.9981,5,30,35
 2096 | 2011-05-14 04:00:00,2,0,0,2,20.5,24.24,82,11.0014,1,4,5
 2097 | 2011-05-14 05:00:00,2,0,0,2,20.5,24.24,82,7.0015,7,7,14
 2098 | 2011-05-14 06:00:00,2,0,0,2,20.5,24.24,88,7.0015,2,9,11
 2099 | 2011-05-14 07:00:00,2,0,0,3,19.68,23.485,100,0,4,28,32
 2100 | 2011-05-14 08:00:00,2,0,0,3,20.5,24.24,94,0,16,72,88
 2101 | 2011-05-14 09:00:00,2,0,0,2,21.32,25,94,6.0032,14,86,100
 2102 | 2011-05-14 10:00:00,2,0,0,2,21.32,25,94,11.0014,34,133,167
 2103 | 2011-05-14 11:00:00,2,0,0,2,21.32,25,94,8.9981,72,207,279
 2104 | 2011-05-14 12:00:00,2,0,0,3,21.32,25,100,6.0032,75,204,279
 2105 | 2011-05-14 13:00:00,2,0,0,3,21.32,25,100,6.0032,68,180,248
 2106 | 2011-05-14 14:00:00,2,0,0,2,22.14,25.76,94,8.9981,57,159,216
 2107 | 2011-05-14 15:00:00,2,0,0,2,22.14,25.76,94,11.0014,73,221,294
 2108 | 2011-05-14 16:00:00,2,0,0,2,22.14,25.76,94,12.998,107,188,295
 2109 | 2011-05-14 17:00:00,2,0,0,2,22.96,26.515,88,12.998,78,194,272
 2110 | 2011-05-14 18:00:00,2,0,0,2,22.96,26.515,88,15.0013,88,216,304
 2111 | 2011-05-14 19:00:00,2,0,0,3,22.14,25.76,94,8.9981,69,179,248
 2112 | 2011-05-14 20:00:00,2,0,0,3,22.14,25.76,94,8.9981,42,115,157
 2113 | 2011-05-14 21:00:00,2,0,0,3,22.14,25.76,94,15.0013,15,44,59
 2114 | 2011-05-14 22:00:00,2,0,0,3,22.14,25.76,94,11.0014,7,19,26
 2115 | 2011-05-14 23:00:00,2,0,0,3,21.32,25,100,12.998,11,33,44
 2116 | 2011-05-15 00:00:00,2,0,0,2,21.32,25,100,0,5,34,39
 2117 | 2011-05-15 01:00:00,2,0,0,2,21.32,25,100,7.0015,4,43,47
 2118 | 2011-05-15 02:00:00,2,0,0,2,21.32,25,100,8.9981,13,37,50
 2119 | 2011-05-15 03:00:00,2,0,0,2,21.32,25,100,0,11,21,32
 2120 | 2011-05-15 04:00:00,2,0,0,2,21.32,25,100,0,5,8,13
 2121 | 2011-05-15 05:00:00,2,0,0,3,21.32,25,100,7.0015,3,11,14
 2122 | 2011-05-15 06:00:00,2,0,0,2,21.32,25,100,8.9981,3,14,17
 2123 | 2011-05-15 07:00:00,2,0,0,2,21.32,25,100,8.9981,4,38,42
 2124 | 2011-05-15 08:00:00,2,0,0,2,22.14,25.76,94,8.9981,24,46,70
 2125 | 2011-05-15 09:00:00,2,0,0,1,23.78,27.275,83,16.9979,36,98,134
 2126 | 2011-05-15 10:00:00,2,0,0,1,23.78,27.275,83,15.0013,73,153,226
 2127 | 2011-05-15 11:00:00,2,0,0,1,24.6,28.79,78,15.0013,120,202,322
 2128 | 2011-05-15 12:00:00,2,0,0,1,25.42,29.545,73,19.9995,120,247,367
 2129 | 2011-05-15 13:00:00,2,0,0,1,25.42,29.545,73,19.0012,195,261,456
 2130 | 2011-05-15 14:00:00,2,0,0,1,26.24,30.305,73,12.998,183,254,437
 2131 | 2011-05-15 15:00:00,2,0,0,1,27.06,31.06,69,16.9979,206,253,459
 2132 | 2011-05-15 16:00:00,2,0,0,1,26.24,30.305,69,16.9979,158,282,440
 2133 | 2011-05-15 17:00:00,2,0,0,3,22.96,26.515,78,23.9994,137,255,392
 2134 | 2011-05-15 18:00:00,2,0,0,1,22.96,26.515,78,16.9979,60,177,237
 2135 | 2011-05-15 19:00:00,2,0,0,1,22.96,26.515,83,7.0015,78,153,231
 2136 | 2011-05-15 20:00:00,2,0,0,1,22.14,25.76,88,0,53,138,191
 2137 | 2011-05-15 21:00:00,2,0,0,1,22.14,25.76,88,0,44,107,151
 2138 | 2011-05-15 22:00:00,2,0,0,1,22.96,26.515,83,0,29,88,117
 2139 | 2011-05-15 23:00:00,2,0,0,1,22.14,25.76,88,15.0013,18,51,69
 2140 | 2011-05-16 00:00:00,2,0,1,1,21.32,25,94,7.0015,17,21,38
 2141 | 2011-05-16 01:00:00,2,0,1,1,21.32,25,94,8.9981,6,8,14
 2142 | 2011-05-16 02:00:00,2,0,1,1,20.5,24.24,100,6.0032,4,9,13
 2143 | 2011-05-16 03:00:00,2,0,1,1,20.5,24.24,94,11.0014,1,3,4
 2144 | 2011-05-16 04:00:00,2,0,1,1,20.5,24.24,100,8.9981,1,5,6
 2145 | 2011-05-16 05:00:00,2,0,1,1,20.5,24.24,93,12.998,1,20,21
 2146 | 2011-05-16 06:00:00,2,0,1,1,21.32,25,88,11.0014,11,93,104
 2147 | 2011-05-16 07:00:00,2,0,1,1,21.32,25,83,19.0012,27,245,272
 2148 | 2011-05-16 08:00:00,2,0,1,1,22.96,26.515,73,19.9995,28,366,394
 2149 | 2011-05-16 09:00:00,2,0,1,1,24.6,29.545,69,12.998,38,156,194
 2150 | 2011-05-16 10:00:00,2,0,1,1,25.42,30.305,65,6.0032,37,75,112
 2151 | 2011-05-16 11:00:00,2,0,1,1,26.24,31.06,57,0,56,129,185
 2152 | 2011-05-16 12:00:00,2,0,1,1,27.06,31.06,54,6.0032,72,137,209
 2153 | 2011-05-16 13:00:00,2,0,1,1,27.88,31.82,51,0,61,153,214
 2154 | 2011-05-16 14:00:00,2,0,1,1,27.88,31.82,51,0,76,117,193
 2155 | 2011-05-16 15:00:00,2,0,1,1,29.52,33.335,51,0,55,110,165
 2156 | 2011-05-16 16:00:00,2,0,1,3,24.6,28.79,78,16.9979,45,181,226
 2157 | 2011-05-16 17:00:00,2,0,1,1,23.78,27.275,88,15.0013,47,227,274
 2158 | 2011-05-16 18:00:00,2,0,1,3,23.78,27.275,83,12.998,55,398,453
 2159 | 2011-05-16 19:00:00,2,0,1,1,23.78,27.275,83,16.9979,36,272,308
 2160 | 2011-05-16 20:00:00,2,0,1,1,23.78,27.275,83,0,31,167,198
 2161 | 2011-05-16 21:00:00,2,0,1,1,23.78,27.275,83,0,28,149,177
 2162 | 2011-05-16 22:00:00,2,0,1,1,22.96,26.515,88,6.0032,22,105,127
 2163 | 2011-05-16 23:00:00,2,0,1,1,22.96,26.515,88,6.0032,18,39,57
 2164 | 2011-05-17 00:00:00,2,0,1,2,22.96,26.515,88,0,13,18,31
 2165 | 2011-05-17 01:00:00,2,0,1,3,22.96,26.515,88,0,7,6,13
 2166 | 2011-05-17 02:00:00,2,0,1,3,22.96,26.515,88,0,4,4,8
 2167 | 2011-05-17 03:00:00,2,0,1,3,22.14,25.76,94,16.9979,1,3,4
 2168 | 2011-05-17 04:00:00,2,0,1,3,22.14,25.76,94,16.9979,2,2,4
 2169 | 2011-05-17 05:00:00,2,0,1,3,21.32,25,94,16.9979,0,22,22
 2170 | 2011-05-17 06:00:00,2,0,1,3,21.32,25,94,16.9979,0,49,49
 2171 | 2011-05-17 07:00:00,2,0,1,2,21.32,25,94,16.9979,13,138,151
 2172 | 2011-05-17 08:00:00,2,0,1,2,21.32,25,94,19.9995,22,325,347
 2173 | 2011-05-17 09:00:00,2,0,1,2,22.14,25.76,88,16.9979,17,190,207
 2174 | 2011-05-17 10:00:00,2,0,1,3,22.14,25.76,88,16.9979,31,73,104
 2175 | 2011-05-17 11:00:00,2,0,1,2,22.96,26.515,83,27.9993,26,104,130
 2176 | 2011-05-17 12:00:00,2,0,1,3,22.96,26.515,83,27.9993,38,115,153
 2177 | 2011-05-17 13:00:00,2,0,1,2,22.96,26.515,88,22.0028,31,141,172
 2178 | 2011-05-17 14:00:00,2,0,1,1,25.42,29.545,73,31.0009,61,123,184
 2179 | 2011-05-17 15:00:00,2,0,1,1,25.42,30.305,69,30.0026,79,131,210
 2180 | 2011-05-17 16:00:00,2,0,1,1,25.42,30.305,61,22.0028,73,217,290
 2181 | 2011-05-17 17:00:00,2,0,1,1,25.42,30.305,65,27.9993,83,521,604
 2182 | 2011-05-17 18:00:00,2,0,1,1,24.6,29.545,69,19.9995,54,426,480
 2183 | 2011-05-17 19:00:00,2,0,1,1,24.6,29.545,69,16.9979,51,298,349
 2184 | 2011-05-17 20:00:00,2,0,1,1,23.78,27.275,83,27.9993,30,253,283
 2185 | 2011-05-17 21:00:00,2,0,1,1,22.14,25.76,88,16.9979,23,151,174
 2186 | 2011-05-17 22:00:00,2,0,1,2,22.14,25.76,88,19.0012,12,86,98
 2187 | 2011-05-17 23:00:00,2,0,1,2,22.14,25.76,88,16.9979,7,49,56
 2188 | 2011-05-18 00:00:00,2,0,1,2,22.14,25.76,88,15.0013,8,15,23
 2189 | 2011-05-18 01:00:00,2,0,1,2,22.14,25.76,88,16.9979,3,9,12
 2190 | 2011-05-18 02:00:00,2,0,1,3,21.32,25,94,15.0013,1,5,6
 2191 | 2011-05-18 03:00:00,2,0,1,3,21.32,25,94,19.9995,6,3,9
 2192 | 2011-05-18 04:00:00,2,0,1,3,21.32,25,94,19.9995,1,2,3
 2193 | 2011-05-18 05:00:00,2,0,1,1,21.32,25,100,15.0013,0,9,9
 2194 | 2011-05-18 06:00:00,2,0,1,1,21.32,25,100,8.9981,2,99,101
 2195 | 2011-05-18 07:00:00,2,0,1,1,22.14,25.76,88,12.998,14,260,274
 2196 | 2011-05-18 08:00:00,2,0,1,1,22.96,26.515,88,19.0012,25,428,453
 2197 | 2011-05-18 09:00:00,2,0,1,3,22.96,26.515,83,16.9979,26,176,202
 2198 | 2011-05-18 10:00:00,2,0,1,3,22.14,25.76,88,19.0012,33,73,106
 2199 | 2011-05-18 11:00:00,2,0,1,2,22.14,25.76,94,6.0032,6,17,23
 2200 | 2011-05-18 12:00:00,2,0,1,1,22.96,26.515,94,19.9995,12,42,54
 2201 | 2011-05-18 13:00:00,2,0,1,2,22.96,26.515,83,22.0028,30,92,122
 2202 | 2011-05-18 14:00:00,2,0,1,2,23.78,27.275,78,19.0012,44,94,138
 2203 | 2011-05-18 15:00:00,2,0,1,1,24.6,28.79,78,16.9979,34,133,167
 2204 | 2011-05-18 16:00:00,2,0,1,1,24.6,29.545,73,12.998,53,241,294
 2205 | 2011-05-18 17:00:00,2,0,1,1,24.6,29.545,69,8.9981,78,487,565
 2206 | 2011-05-18 18:00:00,2,0,1,1,24.6,29.545,73,15.0013,58,431,489
 2207 | 2011-05-18 19:00:00,2,0,1,3,22.96,26.515,88,8.9981,43,288,331
 2208 | 2011-05-18 20:00:00,2,0,1,3,22.96,26.515,88,8.9981,24,189,213
 2209 | 2011-05-18 21:00:00,2,0,1,1,21.32,25,88,0,11,74,85
 2210 | 2011-05-18 22:00:00,2,0,1,1,21.32,25,83,0,14,103,117
 2211 | 2011-05-18 23:00:00,2,0,1,1,21.32,25,94,6.0032,10,49,59
 2212 | 2011-05-19 00:00:00,2,0,1,1,21.32,25,94,7.0015,6,23,29
 2213 | 2011-05-19 01:00:00,2,0,1,1,20.5,24.24,94,0,2,4,6
 2214 | 2011-05-19 02:00:00,2,0,1,1,20.5,24.24,94,0,3,12,15
 2215 | 2011-05-19 03:00:00,2,0,1,1,19.68,23.485,100,0,1,3,4
 2216 | 2011-05-19 04:00:00,2,0,1,1,19.68,23.485,94,0,2,3,5
 2217 | 2011-05-19 05:00:00,2,0,1,1,19.68,23.485,94,0,2,24,26
 2218 | 2011-05-19 06:00:00,2,0,1,2,20.5,24.24,94,0,17,86,103
 2219 | 2011-05-19 07:00:00,2,0,1,2,20.5,24.24,100,0,18,239,257
 2220 | 2011-05-19 08:00:00,2,0,1,2,21.32,25,88,0,34,453,487
 2221 | 2011-05-19 09:00:00,2,0,1,2,22.14,25.76,88,6.0032,40,176,216
 2222 | 2011-05-19 10:00:00,2,0,1,2,22.14,25.76,83,0,35,95,130
 2223 | 2011-05-19 11:00:00,2,0,1,3,22.14,25.76,88,11.0014,53,111,164
 2224 | 2011-05-19 12:00:00,2,0,1,2,23.78,27.275,78,7.0015,38,130,168
 2225 | 2011-05-19 13:00:00,2,0,1,3,23.78,27.275,64,16.9979,44,139,183
 2226 | 2011-05-19 14:00:00,2,0,1,3,22.14,25.76,73,12.998,43,137,180
 2227 | 2011-05-19 15:00:00,2,0,1,1,22.96,26.515,78,11.0014,63,125,188
 2228 | 2011-05-19 16:00:00,2,0,1,1,23.78,27.275,64,12.998,55,247,302
 2229 | 2011-05-19 17:00:00,2,0,1,1,22.96,26.515,78,11.0014,60,487,547
 2230 | 2011-05-19 18:00:00,2,0,1,1,24.6,31.06,55,11.0014,59,454,513
 2231 | 2011-05-19 19:00:00,2,0,1,1,23.78,27.275,60,8.9981,65,345,410
 2232 | 2011-05-19 20:00:00,2,0,1,1,22.14,25.76,77,19.0012,46,236,282
 2233 | 2011-05-19 21:00:00,2,0,1,1,22.14,25.76,77,19.0012,29,180,209
 2234 | 2011-05-19 22:00:00,2,0,1,3,20.5,24.24,82,19.9995,11,68,79
 2235 | 2011-05-19 23:00:00,2,0,1,1,19.68,23.485,94,0,9,63,72
 2236 | 2011-06-01 00:00:00,2,0,1,1,28.7,33.335,79,11.0014,9,25,34
 2237 | 2011-06-01 01:00:00,2,0,1,1,28.7,33.335,84,16.9979,8,9,17
 2238 | 2011-06-01 02:00:00,2,0,1,1,28.7,33.335,79,11.0014,0,3,3
 2239 | 2011-06-01 03:00:00,2,0,1,1,27.88,31.82,89,12.998,0,6,6
 2240 | 2011-06-01 04:00:00,2,0,1,2,27.88,31.82,89,15.0013,0,4,4
 2241 | 2011-06-01 05:00:00,2,0,1,2,27.06,29.545,89,6.0032,2,19,21
 2242 | 2011-06-01 06:00:00,2,0,1,2,27.88,31.82,89,6.0032,7,121,128
 2243 | 2011-06-01 07:00:00,2,0,1,2,28.7,33.335,79,11.0014,19,265,284
 2244 | 2011-06-01 08:00:00,2,0,1,2,29.52,34.85,79,12.998,37,417,454
 2245 | 2011-06-01 09:00:00,2,0,1,2,30.34,35.605,74,15.0013,34,173,207
 2246 | 2011-06-01 10:00:00,2,0,1,2,31.16,37.12,75,16.9979,31,84,115
 2247 | 2011-06-01 11:00:00,2,0,1,2,33.62,40.15,59,15.0013,26,86,112
 2248 | 2011-06-01 12:00:00,2,0,1,1,35.26,41.665,53,0,32,137,169
 2249 | 2011-06-01 13:00:00,2,0,1,1,36.9,40.91,37,12.998,29,125,154
 2250 | 2011-06-01 14:00:00,2,0,1,1,36.9,40.91,37,16.9979,40,105,145
 2251 | 2011-06-01 15:00:00,2,0,1,1,36.9,41.665,39,19.9995,25,127,152
 2252 | 2011-06-01 16:00:00,2,0,1,1,35.26,40.15,47,19.9995,39,227,266
 2253 | 2011-06-01 17:00:00,2,0,1,1,35.26,40.15,47,19.9995,52,434,486
 2254 | 2011-06-01 18:00:00,2,0,1,3,33.62,39.395,56,26.0027,31,278,309
 2255 | 2011-06-01 19:00:00,2,0,1,2,30.34,35.605,79,11.0014,16,248,264
 2256 | 2011-06-01 20:00:00,2,0,1,2,30.34,35.605,79,16.9979,23,233,256
 2257 | 2011-06-01 21:00:00,2,0,1,1,30.34,34.85,70,19.0012,29,161,190
 2258 | 2011-06-01 22:00:00,2,0,1,1,30.34,34.85,66,8.9981,14,115,129
 2259 | 2011-06-01 23:00:00,2,0,1,1,30.34,33.335,51,11.0014,10,59,69
 2260 | 2011-06-02 00:00:00,2,0,1,1,30.34,32.575,40,23.9994,11,31,42
 2261 | 2011-06-02 01:00:00,2,0,1,1,29.52,32.575,38,7.0015,3,12,15
 2262 | 2011-06-02 02:00:00,2,0,1,1,28.7,31.82,39,0,0,6,6
 2263 | 2011-06-02 03:00:00,2,0,1,1,27.06,31.06,44,7.0015,0,4,4
 2264 | 2011-06-02 04:00:00,2,0,1,1,27.06,31.06,41,12.998,0,3,3
 2265 | 2011-06-02 05:00:00,2,0,1,1,27.06,31.06,39,15.0013,3,28,31
 2266 | 2011-06-02 06:00:00,2,0,1,1,27.06,31.06,39,8.9981,7,106,113
 2267 | 2011-06-02 07:00:00,2,0,1,1,28.7,31.82,34,16.9979,19,285,304
 2268 | 2011-06-02 08:00:00,2,0,1,1,28.7,31.82,32,19.9995,25,442,467
 2269 | 2011-06-02 09:00:00,2,0,1,1,29.52,31.82,26,23.9994,28,197,225
 2270 | 2011-06-02 10:00:00,2,0,1,1,29.52,32.575,28,32.9975,33,106,139
 2271 | 2011-06-02 11:00:00,2,0,1,1,30.34,32.575,28,26.0027,42,123,165
 2272 | 2011-06-02 12:00:00,2,0,1,1,31.16,33.335,25,31.0009,39,193,232
 2273 | 2011-06-02 13:00:00,2,0,1,1,32.8,34.09,24,23.9994,35,168,203
 2274 | 2011-06-02 14:00:00,2,0,1,1,31.98,33.335,24,22.0028,43,142,185
 2275 | 2011-06-02 15:00:00,2,0,1,1,32.8,34.09,21,26.0027,44,144,188
 2276 | 2011-06-02 16:00:00,2,0,1,1,32.8,34.09,22,32.9975,63,255,318
 2277 | 2011-06-02 17:00:00,2,0,1,1,31.16,32.575,20,35.0008,88,484,572
 2278 | 2011-06-02 18:00:00,2,0,1,1,30.34,32.575,22,26.0027,74,451,525
 2279 | 2011-06-02 19:00:00,2,0,1,1,29.52,31.82,23,19.9995,58,321,379
 2280 | 2011-06-02 20:00:00,2,0,1,1,28.7,31.82,24,12.998,51,286,337
 2281 | 2011-06-02 21:00:00,2,0,1,1,27.06,31.06,31,12.998,33,215,248
 2282 | 2011-06-02 22:00:00,2,0,1,1,26.24,31.06,33,16.9979,14,141,155
 2283 | 2011-06-02 23:00:00,2,0,1,1,25.42,31.06,35,15.0013,23,89,112
 2284 | 2011-06-03 00:00:00,2,0,1,1,25.42,31.06,38,19.0012,15,53,68
 2285 | 2011-06-03 01:00:00,2,0,1,1,24.6,31.06,38,23.9994,7,15,22
 2286 | 2011-06-03 02:00:00,2,0,1,1,22.96,26.515,43,15.0013,0,12,12
 2287 | 2011-06-03 03:00:00,2,0,1,1,22.14,25.76,49,15.0013,0,5,5
 2288 | 2011-06-03 04:00:00,2,0,1,1,21.32,25,48,22.0028,1,5,6
 2289 | 2011-06-03 05:00:00,2,0,1,1,21.32,25,48,23.9994,4,24,28
 2290 | 2011-06-03 06:00:00,2,0,1,1,22.14,25.76,45,19.9995,8,98,106
 2291 | 2011-06-03 07:00:00,2,0,1,1,22.14,25.76,45,16.9979,25,252,277
 2292 | 2011-06-03 08:00:00,2,0,1,2,22.96,26.515,43,22.0028,31,471,502
 2293 | 2011-06-03 09:00:00,2,0,1,1,23.78,27.275,40,11.0014,36,194,230
 2294 | 2011-06-03 10:00:00,2,0,1,1,25.42,31.06,33,16.9979,54,107,161
 2295 | 2011-06-03 11:00:00,2,0,1,1,26.24,31.06,31,22.0028,57,135,192
 2296 | 2011-06-03 12:00:00,2,0,1,1,27.06,31.06,27,19.0012,51,208,259
 2297 | 2011-06-03 13:00:00,2,0,1,1,27.88,31.06,26,16.9979,58,190,248
 2298 | 2011-06-03 14:00:00,2,0,1,1,28.7,31.82,28,19.0012,66,174,240
 2299 | 2011-06-03 15:00:00,2,0,1,1,28.7,31.82,28,19.0012,56,156,212
 2300 | 2011-06-03 16:00:00,2,0,1,1,29.52,31.82,26,22.0028,63,286,349
 2301 | 2011-06-03 17:00:00,2,0,1,1,29.52,31.82,25,19.0012,73,485,558
 2302 | 2011-06-03 18:00:00,2,0,1,1,28.7,31.82,24,19.9995,76,488,564
 2303 | 2011-06-03 19:00:00,2,0,1,1,27.88,31.06,26,19.0012,53,338,391
 2304 | 2011-06-03 20:00:00,2,0,1,1,26.24,31.06,29,11.0014,57,236,293
 2305 | 2011-06-03 21:00:00,2,0,1,1,26.24,31.06,29,7.0015,51,196,247
 2306 | 2011-06-03 22:00:00,2,0,1,1,25.42,31.06,35,0,26,145,171
 2307 | 2011-06-03 23:00:00,2,0,1,1,23.78,27.275,46,7.0015,30,141,171
 2308 | 2011-06-04 00:00:00,2,0,0,1,22.96,26.515,52,0,24,69,93
 2309 | 2011-06-04 01:00:00,2,0,0,1,22.14,25.76,64,7.0015,14,80,94
 2310 | 2011-06-04 02:00:00,2,0,0,1,22.14,25.76,56,12.998,18,41,59
 2311 | 2011-06-04 03:00:00,2,0,0,1,21.32,25,59,7.0015,8,10,18
 2312 | 2011-06-04 04:00:00,2,0,0,1,21.32,25,59,6.0032,4,11,15
 2313 | 2011-06-04 05:00:00,2,0,0,1,20.5,24.24,64,0,3,5,8
 2314 | 2011-06-04 06:00:00,2,0,0,1,22.14,25.76,60,0,11,17,28
 2315 | 2011-06-04 07:00:00,2,0,0,1,22.96,26.515,56,0,27,60,87
 2316 | 2011-06-04 08:00:00,2,0,0,1,24.6,31.06,46,6.0032,29,96,125
 2317 | 2011-06-04 09:00:00,2,0,0,1,25.42,31.06,43,8.9981,55,169,224
 2318 | 2011-06-04 10:00:00,2,0,0,1,26.24,31.06,38,7.0015,115,202,317
 2319 | 2011-06-04 11:00:00,2,0,0,1,27.06,31.06,36,8.9981,120,249,369
 2320 | 2011-06-04 12:00:00,2,0,0,1,28.7,31.82,32,11.0014,150,270,420
 2321 | 2011-06-04 13:00:00,2,0,0,1,30.34,32.575,28,8.9981,188,268,456
 2322 | 2011-06-04 14:00:00,2,0,0,1,30.34,32.575,33,15.0013,193,258,451
 2323 | 2011-06-04 15:00:00,2,0,0,2,30.34,32.575,27,27.9993,180,224,404
 2324 | 2011-06-04 16:00:00,2,0,0,2,29.52,32.575,30,8.9981,168,272,440
 2325 | 2011-06-04 17:00:00,2,0,0,2,29.52,32.575,34,16.9979,142,202,344
 2326 | 2011-06-04 18:00:00,2,0,0,2,30.34,32.575,30,11.0014,127,214,341
 2327 | 2011-06-04 19:00:00,2,0,0,2,28.7,31.82,39,6.0032,79,206,285
 2328 | 2011-06-04 20:00:00,2,0,0,2,28.7,32.575,48,6.0032,90,149,239
 2329 | 2011-06-04 21:00:00,2,0,0,2,27.06,31.06,47,7.0015,46,139,185
 2330 | 2011-06-04 22:00:00,2,0,0,1,26.24,31.06,57,15.0013,49,141,190
 2331 | 2011-06-04 23:00:00,2,0,0,2,26.24,31.06,57,0,29,121,150
 2332 | 2011-06-05 00:00:00,2,0,0,1,26.24,31.06,57,6.0032,23,90,113
 2333 | 2011-06-05 01:00:00,2,0,0,2,26.24,31.06,61,11.0014,26,70,96
 2334 | 2011-06-05 02:00:00,2,0,0,2,26.24,31.06,61,11.0014,16,48,64
 2335 | 2011-06-05 03:00:00,2,0,0,2,25.42,30.305,65,11.0014,22,25,47
 2336 | 2011-06-05 04:00:00,2,0,0,2,25.42,30.305,65,11.0014,4,8,12
 2337 | 2011-06-05 05:00:00,2,0,0,2,25.42,30.305,61,8.9981,1,5,6
 2338 | 2011-06-05 06:00:00,2,0,0,2,25.42,30.305,61,7.0015,10,11,21
 2339 | 2011-06-05 07:00:00,2,0,0,2,24.6,29.545,73,16.9979,8,19,27
 2340 | 2011-06-05 08:00:00,2,0,0,2,24.6,29.545,73,16.9979,24,74,98
 2341 | 2011-06-05 09:00:00,2,0,0,2,24.6,28.79,78,12.998,53,111,164
 2342 | 2011-06-05 10:00:00,2,0,0,2,25.42,29.545,73,6.0032,83,168,251
 2343 | 2011-06-05 11:00:00,2,0,0,2,26.24,30.305,69,7.0015,121,214,335
 2344 | 2011-06-05 12:00:00,2,0,0,2,26.24,30.305,69,7.0015,123,212,335
 2345 | 2011-06-05 13:00:00,2,0,0,1,27.06,31.06,65,7.0015,154,213,367
 2346 | 2011-06-05 14:00:00,2,0,0,1,28.7,32.575,58,11.0014,161,224,385
 2347 | 2011-06-05 15:00:00,2,0,0,1,28.7,32.575,54,0,161,256,417
 2348 | 2011-06-05 16:00:00,2,0,0,1,29.52,33.335,51,6.0032,138,260,398
 2349 | 2011-06-05 17:00:00,2,0,0,1,30.34,33.335,51,0,126,264,390
 2350 | 2011-06-05 18:00:00,2,0,0,1,28.7,32.575,58,7.0015,124,239,363
 2351 | 2011-06-05 19:00:00,2,0,0,1,27.88,31.82,65,11.0014,108,249,357
 2352 | 2011-06-05 20:00:00,2,0,0,1,27.06,31.06,69,12.998,84,195,279
 2353 | 2011-06-05 21:00:00,2,0,0,1,26.24,30.305,73,11.0014,54,111,165
 2354 | 2011-06-05 22:00:00,2,0,0,1,26.24,29.545,78,15.0013,36,94,130
 2355 | 2011-06-05 23:00:00,2,0,0,1,25.42,29.545,78,8.9981,25,61,86
 2356 | 2011-06-06 00:00:00,2,0,1,1,25.42,29.545,78,8.9981,11,18,29
 2357 | 2011-06-06 01:00:00,2,0,1,1,24.6,28.03,83,8.9981,9,5,14
 2358 | 2011-06-06 02:00:00,2,0,1,1,23.78,27.275,88,7.0015,4,4,8
 2359 | 2011-06-06 03:00:00,2,0,1,1,23.78,27.275,88,0,2,3,5
 2360 | 2011-06-06 04:00:00,2,0,1,1,22.96,26.515,94,7.0015,4,4,8
 2361 | 2011-06-06 05:00:00,2,0,1,1,22.96,26.515,88,6.0032,7,24,31
 2362 | 2011-06-06 06:00:00,2,0,1,1,23.78,27.275,88,0,11,101,112
 2363 | 2011-06-06 07:00:00,2,0,1,1,25.42,29.545,78,7.0015,18,281,299
 2364 | 2011-06-06 08:00:00,2,0,1,1,26.24,30.305,73,6.0032,28,410,438
 2365 | 2011-06-06 09:00:00,2,0,1,1,28.7,32.575,58,11.0014,26,162,188
 2366 | 2011-06-06 10:00:00,2,0,1,1,29.52,33.335,51,15.0013,31,64,95
 2367 | 2011-06-06 11:00:00,2,0,1,1,30.34,33.335,42,8.9981,39,72,111
 2368 | 2011-06-06 12:00:00,2,0,1,1,31.16,33.335,37,11.0014,25,128,153
 2369 | 2011-06-06 13:00:00,2,0,1,1,31.98,34.09,35,0,28,152,180
 2370 | 2011-06-06 14:00:00,2,0,1,1,31.98,34.09,31,8.9981,46,99,145
 2371 | 2011-06-06 15:00:00,2,0,1,1,32.8,34.85,29,12.998,38,127,165
 2372 | 2011-06-06 16:00:00,2,0,1,1,31.16,33.335,33,8.9981,34,233,267
 2373 | 2011-06-06 17:00:00,2,0,1,1,31.98,34.09,33,19.0012,63,516,579
 2374 | 2011-06-06 18:00:00,2,0,1,1,31.16,33.335,31,8.9981,56,500,556
 2375 | 2011-06-06 19:00:00,2,0,1,1,29.52,33.335,54,12.998,64,343,407
 2376 | 2011-06-06 20:00:00,2,0,1,1,27.88,31.82,61,8.9981,59,277,336
 2377 | 2011-06-06 21:00:00,2,0,1,1,27.06,31.06,57,6.0032,29,160,189
 2378 | 2011-06-06 22:00:00,2,0,1,1,27.06,31.06,61,6.0032,36,137,173
 2379 | 2011-06-06 23:00:00,2,0,1,1,26.24,30.305,69,6.0032,5,55,60
 2380 | 2011-06-07 00:00:00,2,0,1,1,26.24,30.305,65,6.0032,5,15,20
 2381 | 2011-06-07 01:00:00,2,0,1,1,25.42,30.305,69,8.9981,2,2,4
 2382 | 2011-06-07 02:00:00,2,0,1,1,24.6,29.545,73,6.0032,3,2,5
 2383 | 2011-06-07 03:00:00,2,0,1,1,24.6,29.545,73,6.0032,1,1,2
 2384 | 2011-06-07 04:00:00,2,0,1,1,23.78,27.275,83,8.9981,2,3,5
 2385 | 2011-06-07 05:00:00,2,0,1,1,23.78,27.275,88,11.0014,2,30,32
 2386 | 2011-06-07 06:00:00,2,0,1,1,24.6,28.79,78,8.9981,10,116,126
 2387 | 2011-06-07 07:00:00,2,0,1,2,26.24,30.305,69,12.998,23,311,334
 2388 | 2011-06-07 08:00:00,2,0,1,2,27.88,31.82,61,8.9981,45,432,477
 2389 | 2011-06-07 09:00:00,2,0,1,2,29.52,33.335,58,15.0013,27,190,217
 2390 | 2011-06-07 10:00:00,2,0,1,2,31.16,34.09,48,12.998,37,86,123
 2391 | 2011-06-07 11:00:00,2,0,1,2,31.16,34.85,52,16.9979,38,113,151
 2392 | 2011-06-07 12:00:00,2,0,1,2,32.8,36.365,46,19.0012,42,141,183
 2393 | 2011-06-07 13:00:00,2,0,1,2,32.8,36.365,43,16.9979,55,141,196
 2394 | 2011-06-07 14:00:00,2,0,1,2,32.8,36.365,43,19.0012,34,112,146
 2395 | 2011-06-07 15:00:00,2,0,1,2,33.62,37.12,41,22.0028,56,127,183
 2396 | 2011-06-07 16:00:00,2,0,1,1,32.8,35.605,38,15.0013,55,253,308
 2397 | 2011-06-07 17:00:00,2,0,1,1,32.8,36.365,43,16.9979,64,475,539
 2398 | 2011-06-07 18:00:00,2,0,1,1,31.98,34.85,46,19.0012,72,479,551
 2399 | 2011-06-07 19:00:00,2,0,1,1,31.16,34.09,48,16.9979,69,355,424
 2400 | 2011-06-07 20:00:00,2,0,1,1,30.34,34.09,56,8.9981,45,301,346
 2401 | 2011-06-07 21:00:00,2,0,1,1,29.52,34.09,70,8.9981,31,187,218
 2402 | 2011-06-07 22:00:00,2,0,1,1,28.7,32.575,65,8.9981,27,126,153
 2403 | 2011-06-07 23:00:00,2,0,1,1,27.88,31.82,79,7.0015,18,72,90
 2404 | 2011-06-08 00:00:00,2,0,1,1,27.06,29.545,89,8.9981,12,29,41
 2405 | 2011-06-08 01:00:00,2,0,1,1,27.06,30.305,78,0,3,20,23
 2406 | 2011-06-08 02:00:00,2,0,1,1,26.24,28.79,89,6.0032,0,7,7
 2407 | 2011-06-08 03:00:00,2,0,1,1,26.24,28.79,89,6.0032,2,1,3
 2408 | 2011-06-08 04:00:00,2,0,1,1,25.42,28.79,83,0,0,6,6
 2409 | 2011-06-08 05:00:00,2,0,1,1,25.42,28.03,88,0,0,21,21
 2410 | 2011-06-08 06:00:00,2,0,1,1,26.24,28.79,89,8.9981,13,103,116
 2411 | 2011-06-08 07:00:00,2,0,1,1,27.06,31.06,74,7.0015,24,329,353
 2412 | 2011-06-08 08:00:00,2,0,1,1,31.16,35.605,58,11.0014,46,435,481
 2413 | 2011-06-08 09:00:00,2,0,1,1,31.16,35.605,58,11.0014,34,168,202
 2414 | 2011-06-08 10:00:00,2,0,1,1,33.62,37.12,43,15.0013,27,63,90
 2415 | 2011-06-08 11:00:00,2,0,1,1,34.44,37.88,41,12.998,28,106,134
 2416 | 2011-06-08 12:00:00,2,0,1,1,36.08,40.91,42,8.9981,15,134,149
 2417 | 2011-06-08 13:00:00,2,0,1,1,36.9,42.425,42,0,20,116,136
 2418 | 2011-06-08 14:00:00,2,0,1,1,37.72,43.94,40,16.9979,44,111,155
 2419 | 2011-06-08 15:00:00,2,0,1,1,37.72,43.94,40,11.0014,28,100,128
 2420 | 2011-06-08 16:00:00,2,0,1,1,37.72,43.94,40,15.0013,34,199,233
 2421 | 2011-06-08 17:00:00,2,0,1,1,37.72,42.425,35,15.0013,80,426,506
 2422 | 2011-06-08 18:00:00,2,0,1,1,36.9,40.91,37,15.0013,61,398,459
 2423 | 2011-06-08 19:00:00,2,0,1,1,33.62,40.15,59,8.9981,61,323,384
 2424 | 2011-06-08 20:00:00,2,0,1,1,32.8,39.395,63,8.9981,55,225,280
 2425 | 2011-06-08 21:00:00,2,0,1,1,32.8,40.15,66,8.9981,34,168,202
 2426 | 2011-06-08 22:00:00,2,0,1,1,31.16,37.12,75,11.0014,37,139,176
 2427 | 2011-06-08 23:00:00,2,0,1,1,31.16,37.12,75,12.998,18,98,116
 2428 | 2011-06-09 00:00:00,2,0,1,2,30.34,35.605,79,8.9981,7,40,47
 2429 | 2011-06-09 01:00:00,2,0,1,1,30.34,35.605,79,7.0015,3,13,16
 2430 | 2011-06-09 02:00:00,2,0,1,2,29.52,35.605,84,11.0014,0,6,6
 2431 | 2011-06-09 03:00:00,2,0,1,2,29.52,35.605,84,7.0015,0,2,2
 2432 | 2011-06-09 04:00:00,2,0,1,2,29.52,34.85,79,6.0032,2,4,6
 2433 | 2011-06-09 05:00:00,2,0,1,2,28.7,33.335,84,0,1,19,20
 2434 | 2011-06-09 06:00:00,2,0,1,2,29.52,35.605,84,6.0032,13,105,118
 2435 | 2011-06-09 07:00:00,2,0,1,2,29.52,34.85,79,8.9981,31,283,314
 2436 | 2011-06-09 08:00:00,2,0,1,2,31.16,36.365,70,7.0015,32,400,432
 2437 | 2011-06-09 09:00:00,2,0,1,1,34.44,39.395,49,0,20,148,168
 2438 | 2011-06-09 10:00:00,2,0,1,1,35.26,40.91,50,19.0012,20,74,94
 2439 | 2011-06-09 11:00:00,2,0,1,1,36.9,42.425,42,15.0013,36,82,118
 2440 | 2011-06-09 12:00:00,2,0,1,1,37.72,42.425,35,12.998,40,100,140
 2441 | 2011-06-09 13:00:00,2,0,1,1,36.9,40.91,37,6.0032,18,118,136
 2442 | 2011-06-09 14:00:00,2,0,1,1,37.72,43.94,40,12.998,25,93,118
 2443 | 2011-06-09 15:00:00,2,0,1,1,38.54,41.665,31,11.0014,18,86,104
 2444 | 2011-06-09 16:00:00,2,0,1,1,37.72,41.665,33,8.9981,30,170,200
 2445 | 2011-06-09 17:00:00,2,0,1,1,36.9,40.91,37,16.9979,54,355,409
 2446 | 2011-06-09 18:00:00,2,0,1,1,36.08,40.15,39,19.0012,52,414,466
 2447 | 2011-06-09 19:00:00,2,0,1,2,34.44,37.12,39,22.0028,55,271,326
 2448 | 2011-06-09 20:00:00,2,0,1,2,32.8,36.365,43,12.998,40,214,254
 2449 | 2011-06-09 21:00:00,2,0,1,3,31.16,34.85,52,0,29,142,171
 2450 | 2011-06-09 22:00:00,2,0,1,2,30.34,34.09,58,11.0014,22,131,153
 2451 | 2011-06-09 23:00:00,2,0,1,2,30.34,34.85,57,11.0014,15,82,97
 2452 | 2011-06-10 00:00:00,2,0,1,3,28.7,32.575,65,15.0013,8,61,69
 2453 | 2011-06-10 01:00:00,2,0,1,3,28.7,32.575,65,15.0013,5,18,23
 2454 | 2011-06-10 02:00:00,2,0,1,1,27.88,31.82,69,11.0014,6,7,13
 2455 | 2011-06-10 03:00:00,2,0,1,1,27.88,31.82,69,11.0014,3,3,6
 2456 | 2011-06-10 04:00:00,2,0,1,1,27.06,30.305,78,11.0014,0,4,4
 2457 | 2011-06-10 05:00:00,2,0,1,1,27.06,30.305,78,11.0014,0,28,28
 2458 | 2011-06-10 06:00:00,2,0,1,1,27.06,30.305,78,6.0032,10,94,104
 2459 | 2011-06-10 07:00:00,2,0,1,1,29.52,34.09,66,7.0015,25,242,267
 2460 | 2011-06-10 08:00:00,2,0,1,1,30.34,34.09,58,8.9981,29,423,452
 2461 | 2011-06-10 09:00:00,2,0,1,1,31.16,34.85,55,0,37,176,213
 2462 | 2011-06-10 10:00:00,2,0,1,1,31.98,35.605,52,0,23,88,111
 2463 | 2011-06-10 11:00:00,2,0,1,1,33.62,37.88,46,0,46,107,153
 2464 | 2011-06-10 12:00:00,2,0,1,1,34.44,37.88,44,8.9981,40,167,207
 2465 | 2011-06-10 13:00:00,2,0,1,1,34.44,37.88,44,7.0015,40,149,189
 2466 | 2011-06-10 14:00:00,2,0,1,1,35.26,38.635,39,0,44,121,165
 2467 | 2011-06-10 15:00:00,2,0,1,1,34.44,37.88,44,7.0015,49,163,212
 2468 | 2011-06-10 16:00:00,2,0,1,1,33.62,39.395,56,19.9995,46,239,285
 2469 | 2011-06-10 17:00:00,2,0,1,1,33.62,38.635,52,15.0013,63,454,517
 2470 | 2011-06-10 18:00:00,2,0,1,1,32.8,38.635,59,15.0013,96,367,463
 2471 | 2011-06-10 19:00:00,2,0,1,1,31.98,37.12,59,12.998,61,245,306
 2472 | 2011-06-10 20:00:00,2,0,1,1,31.16,35.605,62,7.0015,53,197,250
 2473 | 2011-06-10 21:00:00,2,0,1,1,31.16,36.365,66,8.9981,55,163,218
 2474 | 2011-06-10 22:00:00,2,0,1,1,29.52,34.85,74,16.9979,40,145,185
 2475 | 2011-06-10 23:00:00,2,0,1,1,29.52,34.85,74,11.0014,36,110,146
 2476 | 2011-06-11 00:00:00,2,0,0,1,28.7,33.335,79,8.9981,28,89,117
 2477 | 2011-06-11 01:00:00,2,0,0,1,28.7,33.335,79,6.0032,10,67,77
 2478 | 2011-06-11 02:00:00,2,0,0,1,28.7,33.335,79,7.0015,10,50,60
 2479 | 2011-06-11 03:00:00,2,0,0,1,27.88,31.82,83,6.0032,10,18,28
 2480 | 2011-06-11 04:00:00,2,0,0,1,27.88,31.82,79,6.0032,4,9,13
 2481 | 2011-06-11 05:00:00,2,0,0,1,27.88,31.82,74,8.9981,4,12,16
 2482 | 2011-06-11 06:00:00,2,0,0,1,28.7,32.575,61,8.9981,9,31,40
 2483 | 2011-06-11 07:00:00,2,0,0,1,29.52,33.335,58,12.998,18,50,68
 2484 | 2011-06-11 08:00:00,2,0,0,1,30.34,34.09,58,12.998,32,111,143
 2485 | 2011-06-11 09:00:00,2,0,0,1,30.34,34.09,62,8.9981,59,171,230
 2486 | 2011-06-11 10:00:00,2,0,0,1,30.34,34.09,58,11.0014,91,173,264
 2487 | 2011-06-11 11:00:00,2,0,0,1,31.16,35.605,62,8.9981,110,215,325
 2488 | 2011-06-11 12:00:00,2,0,0,1,32.8,37.88,55,15.0013,112,235,347
 2489 | 2011-06-11 13:00:00,2,0,0,1,32.8,37.88,55,12.998,150,237,387
 2490 | 2011-06-11 14:00:00,2,0,0,1,33.62,38.635,49,7.0015,148,232,380
 2491 | 2011-06-11 15:00:00,2,0,0,1,33.62,38.635,49,7.0015,142,232,374
 2492 | 2011-06-11 16:00:00,2,0,0,2,32.8,36.365,46,12.998,169,225,394
 2493 | 2011-06-11 17:00:00,2,0,0,2,30.34,34.09,58,11.0014,147,190,337
 2494 | 2011-06-11 18:00:00,2,0,0,2,29.52,34.09,62,8.9981,131,155,286
 2495 | 2011-06-11 19:00:00,2,0,0,1,28.7,32.575,65,12.998,97,167,264
 2496 | 2011-06-11 20:00:00,2,0,0,1,27.88,31.82,74,16.9979,95,180,275
 2497 | 2011-06-11 21:00:00,2,0,0,1,27.06,31.06,74,15.0013,76,144,220
 2498 | 2011-06-11 22:00:00,2,0,0,1,27.06,30.305,78,15.0013,53,137,190
 2499 | 2011-06-11 23:00:00,2,0,0,1,27.06,31.06,74,7.0015,24,107,131
 2500 | 2011-06-12 00:00:00,2,0,0,1,27.06,30.305,78,15.0013,19,100,119
 2501 | 2011-06-12 01:00:00,2,0,0,1,26.24,28.79,83,7.0015,19,74,93
 2502 | 2011-06-12 02:00:00,2,0,0,1,26.24,28.79,89,16.9979,9,57,66
 2503 | 2011-06-12 03:00:00,2,0,0,1,26.24,28.79,89,19.0012,8,20,28
 2504 | 2011-06-12 04:00:00,2,0,0,1,25.42,28.03,88,11.0014,8,6,14
 2505 | 2011-06-12 05:00:00,2,0,0,1,25.42,28.03,88,15.0013,5,5,10
 2506 | 2011-06-12 06:00:00,2,0,0,1,25.42,28.03,88,7.0015,5,9,14
 2507 | 2011-06-12 07:00:00,2,0,0,1,26.24,29.545,78,7.0015,7,27,34
 2508 | 2011-06-12 08:00:00,2,0,0,1,28.7,33.335,74,0,28,64,92
 2509 | 2011-06-12 09:00:00,2,0,0,1,29.52,34.09,66,0,75,107,182
 2510 | 2011-06-12 10:00:00,2,0,0,1,31.16,35.605,58,6.0032,120,191,311
 2511 | 2011-06-12 11:00:00,2,0,0,1,31.98,36.365,55,7.0015,131,236,367
 2512 | 2011-06-12 12:00:00,2,0,0,1,33.62,37.88,46,0,176,244,420
 2513 | 2011-06-12 13:00:00,2,0,0,1,31.98,37.12,59,19.0012,109,264,373
 2514 | 2011-06-12 14:00:00,2,0,0,1,33.62,39.395,56,16.9979,96,219,315
 2515 | 2011-06-12 15:00:00,2,0,0,1,32.8,38.635,59,19.9995,142,218,360
 2516 | 2011-06-12 16:00:00,2,0,0,3,27.88,31.82,83,19.0012,115,235,350
 2517 | 2011-06-12 17:00:00,2,0,0,3,27.88,31.82,83,19.0012,94,158,252
 2518 | 2011-06-12 18:00:00,2,0,0,1,28.7,33.335,74,11.0014,69,187,256
 2519 | 2011-06-12 19:00:00,2,0,0,1,28.7,33.335,74,7.0015,67,156,223
 2520 | 2011-06-12 20:00:00,2,0,0,1,27.06,30.305,83,11.0014,62,144,206
 2521 | 2011-06-12 21:00:00,2,0,0,1,27.06,30.305,83,7.0015,39,101,140
 2522 | 2011-06-12 22:00:00,2,0,0,1,26.24,28.79,83,8.9981,31,97,128
 2523 | 2011-06-12 23:00:00,2,0,0,1,26.24,29.545,78,12.998,33,74,107
 2524 | 2011-06-13 00:00:00,2,0,1,1,26.24,29.545,78,8.9981,8,20,28
 2525 | 2011-06-13 01:00:00,2,0,1,1,26.24,30.305,73,15.0013,6,10,16
 2526 | 2011-06-13 02:00:00,2,0,1,1,25.42,29.545,73,19.0012,2,8,10
 2527 | 2011-06-13 03:00:00,2,0,1,1,24.6,30.305,60,32.9975,1,6,7
 2528 | 2011-06-13 04:00:00,2,0,1,1,22.96,26.515,64,19.9995,1,3,4
 2529 | 2011-06-13 05:00:00,2,0,1,1,22.14,25.76,64,26.0027,2,27,29
 2530 | 2011-06-13 06:00:00,2,0,1,1,22.14,25.76,64,27.9993,7,98,105
 2531 | 2011-06-13 07:00:00,2,0,1,1,22.96,26.515,56,23.9994,26,302,328
 2532 | 2011-06-13 08:00:00,2,0,1,1,23.78,27.275,49,30.0026,44,432,476
 2533 | 2011-06-13 09:00:00,2,0,1,1,25.42,31.06,46,23.9994,35,189,224
 2534 | 2011-06-13 10:00:00,2,0,1,1,26.24,31.06,41,22.0028,38,80,118
 2535 | 2011-06-13 11:00:00,2,0,1,1,27.06,31.06,41,19.9995,53,106,159
 2536 | 2011-06-13 12:00:00,2,0,1,1,27.06,31.06,41,19.0012,35,161,196
 2537 | 2011-06-13 13:00:00,2,0,1,1,28.7,31.82,37,0,53,174,227
 2538 | 2011-06-13 14:00:00,2,0,1,1,28.7,31.82,34,16.9979,55,145,200
 2539 | 2011-06-13 15:00:00,2,0,1,1,28.7,31.82,37,30.0026,58,127,185
 2540 | 2011-06-13 16:00:00,2,0,1,1,28.7,31.82,37,27.9993,64,262,326
 2541 | 2011-06-13 17:00:00,2,0,1,1,28.7,31.82,39,22.0028,72,529,601
 2542 | 2011-06-13 18:00:00,2,0,1,1,28.7,31.82,37,23.9994,76,510,586
 2543 | 2011-06-13 19:00:00,2,0,1,1,27.06,31.06,39,19.0012,75,348,423
 2544 | 2011-06-13 20:00:00,2,0,1,1,26.24,31.06,44,16.9979,78,253,331
 2545 | 2011-06-13 21:00:00,2,0,1,1,26.24,31.06,41,16.9979,40,178,218
 2546 | 2011-06-13 22:00:00,2,0,1,1,25.42,31.06,46,15.0013,20,114,134
 2547 | 2011-06-13 23:00:00,2,0,1,1,25.42,31.06,46,12.998,14,75,89
 2548 | 2011-06-14 00:00:00,2,0,1,1,24.6,31.06,49,12.998,13,18,31
 2549 | 2011-06-14 01:00:00,2,0,1,1,24.6,31.06,49,16.9979,3,10,13
 2550 | 2011-06-14 02:00:00,2,0,1,1,24.6,31.06,49,19.0012,2,8,10
 2551 | 2011-06-14 03:00:00,2,0,1,1,23.78,27.275,53,22.0028,1,1,2
 2552 | 2011-06-14 04:00:00,2,0,1,1,22.14,25.76,60,16.9979,0,3,3
 2553 | 2011-06-14 05:00:00,2,0,1,1,22.14,25.76,56,22.0028,3,23,26
 2554 | 2011-06-14 06:00:00,2,0,1,1,22.14,25.76,56,19.9995,6,107,113
 2555 | 2011-06-14 07:00:00,2,0,1,1,22.96,26.515,52,27.9993,19,346,365
 2556 | 2011-06-14 08:00:00,2,0,1,1,23.78,27.275,49,26.0027,45,441,486
 2557 | 2011-06-14 09:00:00,2,0,1,1,25.42,31.06,46,12.998,19,174,193
 2558 | 2011-06-14 10:00:00,2,0,1,1,25.42,31.06,46,15.0013,33,97,130
 2559 | 2011-06-14 11:00:00,2,0,1,1,26.24,31.06,41,19.0012,40,103,143
 2560 | 2011-06-14 12:00:00,2,0,1,1,26.24,31.06,41,23.9994,30,139,169
 2561 | 2011-06-14 13:00:00,2,0,1,1,26.24,31.06,44,15.0013,33,176,209
 2562 | 2011-06-14 14:00:00,2,0,1,2,26.24,31.06,47,12.998,41,118,159
 2563 | 2011-06-14 15:00:00,2,0,1,1,26.24,31.06,47,11.0014,42,136,178
 2564 | 2011-06-14 16:00:00,2,0,1,1,27.88,31.82,41,12.998,51,279,330
 2565 | 2011-06-14 17:00:00,2,0,1,3,26.24,31.06,50,19.0012,85,484,569
 2566 | 2011-06-14 18:00:00,2,0,1,1,25.42,31.06,51,22.0028,65,473,538
 2567 | 2011-06-14 19:00:00,2,0,1,1,26.24,31.06,50,23.9994,51,335,386
 2568 | 2011-06-14 20:00:00,2,0,1,1,24.6,31.06,56,11.0014,60,237,297
 2569 | 2011-06-14 21:00:00,2,0,1,1,24.6,31.06,56,19.9995,37,206,243
 2570 | 2011-06-14 22:00:00,2,0,1,1,23.78,27.275,60,15.0013,29,159,188
 2571 | 2011-06-14 23:00:00,2,0,1,1,22.96,26.515,68,15.0013,19,91,110
 2572 | 2011-06-15 00:00:00,2,0,1,1,22.96,26.515,64,23.9994,8,44,52
 2573 | 2011-06-15 01:00:00,2,0,1,1,22.14,25.76,64,19.0012,0,14,14
 2574 | 2011-06-15 02:00:00,2,0,1,1,21.32,25,63,15.0013,0,9,9
 2575 | 2011-06-15 03:00:00,2,0,1,1,20.5,24.24,68,16.9979,0,1,1
 2576 | 2011-06-15 04:00:00,2,0,1,1,20.5,24.24,63,19.0012,0,4,4
 2577 | 2011-06-15 05:00:00,2,0,1,1,19.68,23.485,67,19.0012,1,20,21
 2578 | 2011-06-15 06:00:00,2,0,1,1,20.5,24.24,63,16.9979,11,110,121
 2579 | 2011-06-15 07:00:00,2,0,1,1,22.14,25.76,60,8.9981,22,348,370
 2580 | 2011-06-15 08:00:00,2,0,1,1,23.78,27.275,53,8.9981,53,445,498
 2581 | 2011-06-15 09:00:00,2,0,1,1,24.6,31.06,49,0,22,185,207
 2582 | 2011-06-15 10:00:00,2,0,1,1,26.24,31.06,47,11.0014,27,108,135
 2583 | 2011-06-15 11:00:00,2,0,1,1,27.88,31.82,36,0,49,115,164
 2584 | 2011-06-15 12:00:00,2,0,1,1,28.7,31.82,34,15.0013,33,178,211
 2585 | 2011-06-15 13:00:00,2,0,1,1,30.34,32.575,28,19.0012,43,146,189
 2586 | 2011-06-15 14:00:00,2,0,1,1,30.34,32.575,28,0,50,128,178
 2587 | 2011-06-15 15:00:00,2,0,1,1,31.16,33.335,27,0,33,131,164
 2588 | 2011-06-15 16:00:00,2,0,1,1,31.16,33.335,27,8.9981,47,265,312
 2589 | 2011-06-15 17:00:00,2,0,1,1,30.34,32.575,28,7.0015,83,555,638
 2590 | 2011-06-15 18:00:00,2,0,1,1,29.52,32.575,32,8.9981,80,527,607
 2591 | 2011-06-15 19:00:00,2,0,1,1,28.7,31.82,37,19.0012,54,362,416
 2592 | 2011-06-15 20:00:00,2,0,1,1,27.06,31.06,44,11.0014,57,273,330
 2593 | 2011-06-15 21:00:00,2,0,1,1,26.24,31.06,47,15.0013,48,209,257
 2594 | 2011-06-15 22:00:00,2,0,1,1,25.42,31.06,50,7.0015,31,144,175
 2595 | 2011-06-15 23:00:00,2,0,1,1,25.42,31.06,53,0,17,90,107
 2596 | 2011-06-16 00:00:00,2,0,1,1,24.6,31.06,56,7.0015,9,38,47
 2597 | 2011-06-16 01:00:00,2,0,1,1,23.78,27.275,60,0,4,13,17
 2598 | 2011-06-16 02:00:00,2,0,1,1,24.6,31.06,56,6.0032,1,4,5
 2599 | 2011-06-16 03:00:00,2,0,1,2,22.96,26.515,73,6.0032,0,4,4
 2600 | 2011-06-16 04:00:00,2,0,1,2,22.96,26.515,68,7.0015,0,6,6
 2601 | 2011-06-16 05:00:00,2,0,1,1,24.6,30.305,64,12.998,7,18,25
 2602 | 2011-06-16 06:00:00,2,0,1,3,23.78,27.275,73,11.0014,8,104,112
 2603 | 2011-06-16 07:00:00,2,0,1,3,22.96,26.515,78,11.0014,16,172,188
 2604 | 2011-06-16 08:00:00,2,0,1,2,24.6,29.545,69,8.9981,24,364,388
 2605 | 2011-06-16 09:00:00,2,0,1,2,25.42,30.305,65,12.998,29,232,261
 2606 | 2011-06-16 10:00:00,2,0,1,2,27.06,31.06,61,16.9979,18,103,121
 2607 | 2011-06-16 11:00:00,2,0,1,2,27.88,31.82,61,19.9995,33,117,150
 2608 | 2011-06-16 12:00:00,2,0,1,1,29.52,33.335,54,26.0027,41,165,206
 2609 | 2011-06-16 13:00:00,2,0,1,2,29.52,33.335,54,16.9979,37,114,151
 2610 | 2011-06-16 14:00:00,2,0,1,2,29.52,33.335,54,22.0028,39,114,153
 2611 | 2011-06-16 15:00:00,2,0,1,2,28.7,32.575,61,19.9995,32,127,159
 2612 | 2011-06-16 16:00:00,2,0,1,3,27.06,31.06,69,12.998,36,258,294
 2613 | 2011-06-16 17:00:00,2,0,1,2,26.24,29.545,78,7.0015,42,230,272
 2614 | 2011-06-16 18:00:00,2,0,1,1,26.24,28.79,83,15.0013,26,299,325
 2615 | 2011-06-16 19:00:00,2,0,1,1,25.42,28.79,83,19.0012,58,269,327
 2616 | 2011-06-16 20:00:00,2,0,1,1,25.42,28.79,83,22.0028,25,176,201
 2617 | 2011-06-16 21:00:00,2,0,1,3,25.42,28.79,83,16.9979,34,154,188
 2618 | 2011-06-16 22:00:00,2,0,1,3,25.42,28.79,83,16.9979,24,127,151
 2619 | 2011-06-16 23:00:00,2,0,1,3,24.6,28.03,83,16.9979,2,14,16
 2620 | 2011-06-17 00:00:00,2,0,1,1,22.96,26.515,88,6.0032,3,21,24
 2621 | 2011-06-17 01:00:00,2,0,1,1,22.96,26.515,94,8.9981,4,19,23
 2622 | 2011-06-17 02:00:00,2,0,1,1,22.96,26.515,94,7.0015,2,11,13
 2623 | 2011-06-17 03:00:00,2,0,1,1,22.96,26.515,94,7.0015,1,5,6
 2624 | 2011-06-17 04:00:00,2,0,1,1,22.14,25.76,94,8.9981,1,5,6
 2625 | 2011-06-17 05:00:00,2,0,1,1,22.14,25.76,100,0,1,12,13
 2626 | 2011-06-17 06:00:00,2,0,1,1,22.96,26.515,94,0,8,89,97
 2627 | 2011-06-17 07:00:00,2,0,1,1,24.6,28.03,83,0,25,225,250
 2628 | 2011-06-17 08:00:00,2,0,1,2,24.6,28.03,83,0,28,426,454
 2629 | 2011-06-17 09:00:00,2,0,1,1,28.7,32.575,58,12.998,28,196,224
 2630 | 2011-06-17 10:00:00,2,0,1,1,28.7,32.575,58,12.998,44,126,170
 2631 | 2011-06-17 11:00:00,2,0,1,1,27.88,31.82,69,16.9979,43,138,181
 2632 | 2011-06-17 12:00:00,2,0,1,1,28.7,32.575,65,16.9979,49,194,243
 2633 | 2011-06-17 13:00:00,2,0,1,1,30.34,34.09,62,19.0012,48,156,204
 2634 | 2011-06-17 14:00:00,2,0,1,1,31.16,34.85,52,12.998,73,142,215
 2635 | 2011-06-17 15:00:00,2,0,1,1,31.98,34.85,43,15.0013,62,181,243
 2636 | 2011-06-17 16:00:00,2,0,1,1,31.16,34.09,45,11.0014,69,286,355
 2637 | 2011-06-17 17:00:00,2,0,1,3,31.16,34.09,40,12.998,85,467,552
 2638 | 2011-06-17 18:00:00,2,0,1,3,31.16,34.09,40,12.998,62,388,450
 2639 | 2011-06-17 19:00:00,2,0,1,3,26.24,28.79,83,16.9979,53,275,328
 2640 | 2011-06-17 20:00:00,2,0,1,1,26.24,29.545,78,7.0015,40,192,232
 2641 | 2011-06-17 21:00:00,2,0,1,1,26.24,29.545,78,6.0032,49,159,208
 2642 | 2011-06-17 22:00:00,2,0,1,1,25.42,28.03,88,8.9981,48,127,175
 2643 | 2011-06-17 23:00:00,2,0,1,1,25.42,28.79,83,8.9981,37,141,178
 2644 | 2011-06-18 00:00:00,2,0,0,1,25.42,28.03,88,8.9981,21,83,104
 2645 | 2011-06-18 01:00:00,2,0,0,1,25.42,28.79,83,7.0015,15,80,95
 2646 | 2011-06-18 02:00:00,2,0,0,1,24.6,27.275,88,0,16,37,53
 2647 | 2011-06-18 03:00:00,2,0,0,1,24.6,27.275,88,6.0032,4,16,20
 2648 | 2011-06-18 04:00:00,2,0,0,1,24.6,27.275,88,6.0032,1,4,5
 2649 | 2011-06-18 05:00:00,2,0,0,1,25.42,28.79,83,0,1,6,7
 2650 | 2011-06-18 06:00:00,2,0,0,1,25.42,28.79,83,7.0015,9,18,27
 2651 | 2011-06-18 07:00:00,2,0,0,1,26.24,29.545,78,8.9981,12,45,57
 2652 | 2011-06-18 08:00:00,2,0,0,1,27.06,30.305,78,6.0032,28,103,131
 2653 | 2011-06-18 09:00:00,2,0,0,1,28.7,32.575,61,15.0013,62,156,218
 2654 | 2011-06-18 10:00:00,2,0,0,1,29.52,34.09,62,12.998,68,176,244
 2655 | 2011-06-18 11:00:00,2,0,0,1,29.52,34.09,62,8.9981,134,270,404
 2656 | 2011-06-18 12:00:00,2,0,0,1,30.34,34.85,66,6.0032,162,258,420
 2657 | 2011-06-18 13:00:00,2,0,0,1,31.16,34.85,55,0,135,192,327
 2658 | 2011-06-18 14:00:00,2,0,0,2,32.8,36.365,46,19.0012,138,196,334
 2659 | 2011-06-18 15:00:00,2,0,0,2,33.62,37.88,46,8.9981,153,214,367
 2660 | 2011-06-18 16:00:00,2,0,0,2,31.16,34.85,52,15.0013,193,275,468
 2661 | 2011-06-18 17:00:00,2,0,0,2,31.16,34.09,48,11.0014,210,239,449
 2662 | 2011-06-18 18:00:00,2,0,0,2,30.34,34.09,55,12.998,118,263,381
 2663 | 2011-06-18 19:00:00,2,0,0,2,30.34,33.335,51,7.0015,99,227,326
 2664 | 2011-06-18 20:00:00,2,0,0,2,29.52,33.335,58,8.9981,61,127,188
 2665 | 2011-06-18 21:00:00,2,0,0,2,29.52,34.09,66,7.0015,58,125,183
 2666 | 2011-06-18 22:00:00,2,0,0,2,29.52,34.09,62,8.9981,56,105,161
 2667 | 2011-06-18 23:00:00,2,0,0,2,29.52,34.09,62,0,53,97,150
 2668 | 2011-06-19 00:00:00,2,0,0,1,28.7,32.575,65,0,18,71,89
 2669 | 2011-06-19 01:00:00,2,0,0,2,28.7,32.575,65,6.0032,17,59,76
 2670 | 2011-06-19 02:00:00,2,0,0,1,27.88,31.82,74,6.0032,13,59,72
 2671 | 2011-06-19 03:00:00,2,0,0,2,27.06,30.305,78,8.9981,14,16,30
 2672 | 2011-06-19 04:00:00,2,0,0,2,27.06,31.06,74,8.9981,7,10,17
 2673 | 2011-06-19 05:00:00,2,0,0,2,27.06,30.305,78,0,7,12,19
 2674 | 2011-06-19 06:00:00,2,0,0,2,27.06,30.305,78,11.0014,11,22,33
 2675 | 2011-06-19 07:00:00,2,0,0,2,27.06,30.305,78,11.0014,35,36,71
 2676 | 2011-06-19 08:00:00,2,0,0,3,27.88,31.82,74,7.0015,25,59,84
 2677 | 2011-06-19 09:00:00,2,0,0,2,27.88,31.82,74,7.0015,58,111,169
 2678 | 2011-06-19 10:00:00,2,0,0,2,28.7,32.575,61,7.0015,86,158,244
 2679 | 2011-06-19 11:00:00,2,0,0,2,29.52,33.335,58,6.0032,141,236,377
 2680 | 2011-06-19 12:00:00,2,0,0,2,30.34,34.09,55,6.0032,141,255,396
 2681 | 2011-06-19 13:00:00,2,0,0,2,30.34,33.335,51,0,149,214,363
 2682 | 2011-06-19 14:00:00,2,0,0,3,30.34,34.09,58,7.0015,124,193,317
 2683 | 2011-06-19 15:00:00,2,0,0,2,30.34,34.09,55,7.0015,146,216,362
 2684 | 2011-06-19 16:00:00,2,0,0,2,31.16,34.09,48,0,121,257,378
 2685 | 2011-06-19 17:00:00,2,0,0,1,30.34,33.335,51,0,159,238,397
 2686 | 2011-06-19 18:00:00,2,0,0,2,30.34,34.09,58,6.0032,78,218,296
 2687 | 2011-06-19 19:00:00,2,0,0,1,29.52,34.09,62,8.9981,94,217,311
 2688 | 2011-06-19 20:00:00,2,0,0,1,28.7,32.575,70,12.998,86,146,232
 2689 | 2011-06-19 21:00:00,2,0,0,1,27.88,31.82,79,8.9981,57,110,167
 2690 | 2011-06-19 22:00:00,2,0,0,1,27.06,30.305,78,15.0013,38,114,152
 2691 | 2011-06-19 23:00:00,2,0,0,1,27.06,30.305,78,12.998,14,78,92
 2692 | 2011-07-01 00:00:00,3,0,1,1,27.06,31.06,50,0,20,48,68
 2693 | 2011-07-01 01:00:00,3,0,1,1,27.06,31.06,50,0,15,16,31
 2694 | 2011-07-01 02:00:00,3,0,1,1,25.42,30.305,69,0,6,7,13
 2695 | 2011-07-01 03:00:00,3,0,1,1,26.24,31.06,53,0,5,6,11
 2696 | 2011-07-01 04:00:00,3,0,1,1,25.42,31.06,57,0,1,5,6
 2697 | 2011-07-01 05:00:00,3,0,1,1,24.6,30.305,64,8.9981,3,27,30
 2698 | 2011-07-01 06:00:00,3,0,1,1,25.42,30.305,61,8.9981,11,97,108
 2699 | 2011-07-01 07:00:00,3,0,1,1,27.06,31.06,54,7.0015,25,218,243
 2700 | 2011-07-01 08:00:00,3,0,1,1,28.7,31.82,42,11.0014,39,453,492
 2701 | 2011-07-01 09:00:00,3,0,1,1,30.34,32.575,35,11.0014,58,202,260
 2702 | 2011-07-01 10:00:00,3,0,1,1,31.16,33.335,33,11.0014,61,109,170
 2703 | 2011-07-01 11:00:00,3,0,1,1,32.8,34.85,26,0,68,146,214
 2704 | 2011-07-01 12:00:00,3,0,1,1,32.8,34.85,26,0,83,180,263
 2705 | 2011-07-01 13:00:00,3,0,1,1,32.8,34.09,24,0,83,209,292
 2706 | 2011-07-01 14:00:00,3,0,1,1,33.62,34.85,23,12.998,78,225,303
 2707 | 2011-07-01 15:00:00,3,0,1,1,33.62,34.85,21,16.9979,82,299,381
 2708 | 2011-07-01 16:00:00,3,0,1,1,33.62,34.85,17,0,85,342,427
 2709 | 2011-07-01 17:00:00,3,0,1,1,33.62,34.85,21,12.998,99,362,461
 2710 | 2011-07-01 18:00:00,3,0,1,1,32.8,34.09,24,16.9979,98,324,422
 2711 | 2011-07-01 19:00:00,3,0,1,1,31.98,33.335,25,12.998,80,238,318
 2712 | 2011-07-01 20:00:00,3,0,1,1,29.52,32.575,42,15.0013,84,185,269
 2713 | 2011-07-01 21:00:00,3,0,1,1,28.7,31.82,45,12.998,69,149,218
 2714 | 2011-07-01 22:00:00,3,0,1,1,28.7,31.82,42,0,49,173,222
 2715 | 2011-07-01 23:00:00,3,0,1,1,27.88,31.82,47,6.0032,44,96,140
 2716 | 2011-07-02 00:00:00,3,0,0,1,27.88,31.82,47,6.0032,31,84,115
 2717 | 2011-07-02 01:00:00,3,0,0,1,27.06,31.06,54,0,20,58,78
 2718 | 2011-07-02 02:00:00,3,0,0,1,26.24,31.06,53,0,9,43,52
 2719 | 2011-07-02 03:00:00,3,0,0,1,26.24,31.06,53,0,5,21,26
 2720 | 2011-07-02 04:00:00,3,0,0,1,25.42,30.305,61,0,3,8,11
 2721 | 2011-07-02 05:00:00,3,0,0,1,23.78,27.275,73,7.0015,1,13,14
 2722 | 2011-07-02 06:00:00,3,0,0,1,25.42,30.305,69,7.0015,11,21,32
 2723 | 2011-07-02 07:00:00,3,0,0,1,26.24,30.305,65,0,10,35,45
 2724 | 2011-07-02 08:00:00,3,0,0,1,27.88,31.82,57,0,38,94,132
 2725 | 2011-07-02 09:00:00,3,0,0,1,30.34,33.335,51,6.0032,55,124,179
 2726 | 2011-07-02 10:00:00,3,0,0,1,32.8,35.605,36,0,103,168,271
 2727 | 2011-07-02 11:00:00,3,0,0,1,32.8,35.605,36,6.0032,144,213,357
 2728 | 2011-07-02 12:00:00,3,0,0,1,33.62,35.605,30,8.9981,142,232,374
 2729 | 2011-07-02 13:00:00,3,0,0,1,33.62,35.605,30,7.0015,178,226,404
 2730 | 2011-07-02 14:00:00,3,0,0,1,34.44,35.605,20,0,177,215,392
 2731 | 2011-07-02 15:00:00,3,0,0,1,35.26,36.365,19,11.0014,168,163,331
 2732 | 2011-07-02 16:00:00,3,0,0,1,36.08,37.12,22,15.0013,206,192,398
 2733 | 2011-07-02 17:00:00,3,0,0,1,34.44,36.365,30,15.0013,179,170,349
 2734 | 2011-07-02 18:00:00,3,0,0,1,33.62,35.605,30,19.0012,193,190,383
 2735 | 2011-07-02 19:00:00,3,0,0,1,32.8,34.85,33,15.0013,156,149,305
 2736 | 2011-07-02 20:00:00,3,0,0,1,31.16,34.09,45,19.0012,136,148,284
 2737 | 2011-07-02 21:00:00,3,0,0,1,30.34,33.335,48,12.998,95,137,232
 2738 | 2011-07-02 22:00:00,3,0,0,1,29.52,33.335,51,11.0014,78,123,201
 2739 | 2011-07-02 23:00:00,3,0,0,1,29.52,33.335,54,19.0012,66,88,154
 2740 | 2011-07-03 00:00:00,3,0,0,1,28.7,32.575,58,15.0013,47,97,144
 2741 | 2011-07-03 01:00:00,3,0,0,2,28.7,32.575,61,11.0014,23,55,78
 2742 | 2011-07-03 02:00:00,3,0,0,1,28.7,32.575,58,12.998,19,50,69
 2743 | 2011-07-03 03:00:00,3,0,0,3,27.88,31.82,65,6.0032,8,25,33
 2744 | 2011-07-03 04:00:00,3,0,0,3,27.88,31.82,65,6.0032,3,2,5
 2745 | 2011-07-03 05:00:00,3,0,0,3,25.42,28.79,83,12.998,0,1,1
 2746 | 2011-07-03 06:00:00,3,0,0,2,25.42,27.275,94,6.0032,0,3,3
 2747 | 2011-07-03 07:00:00,3,0,0,2,26.24,28.79,89,12.998,3,22,25
 2748 | 2011-07-03 08:00:00,3,0,0,1,27.88,31.82,79,15.0013,39,53,92
 2749 | 2011-07-03 09:00:00,3,0,0,1,28.7,33.335,74,16.9979,82,99,181
 2750 | 2011-07-03 10:00:00,3,0,0,1,30.34,34.85,66,11.0014,131,133,264
 2751 | 2011-07-03 11:00:00,3,0,0,1,31.16,35.605,62,7.0015,215,175,390
 2752 | 2011-07-03 12:00:00,3,0,0,1,32.8,37.88,55,7.0015,198,206,404
 2753 | 2011-07-03 13:00:00,3,0,0,1,32.8,38.635,59,15.0013,248,173,421
 2754 | 2011-07-03 14:00:00,3,0,0,1,33.62,39.395,56,16.9979,225,150,375
 2755 | 2011-07-03 15:00:00,3,0,0,1,34.44,40.15,53,19.9995,194,182,376
 2756 | 2011-07-03 16:00:00,3,0,0,1,34.44,40.15,53,19.9995,195,219,414
 2757 | 2011-07-03 17:00:00,3,0,0,3,32.8,37.12,49,56.9969,181,177,358
 2758 | 2011-07-03 18:00:00,3,0,0,3,32.8,37.12,49,56.9969,74,107,181
 2759 | 2011-07-03 19:00:00,3,0,0,2,27.06,30.305,83,12.998,100,83,183
 2760 | 2011-07-03 20:00:00,3,0,0,3,27.06,30.305,83,0,83,93,176
 2761 | 2011-07-03 21:00:00,3,0,0,2,27.06,30.305,83,11.0014,75,92,167
 2762 | 2011-07-03 22:00:00,3,0,0,2,27.06,30.305,78,7.0015,69,93,162
 2763 | 2011-07-03 23:00:00,3,0,0,1,26.24,28.79,83,11.0014,70,77,147
 2764 | 2011-07-04 00:00:00,3,1,0,1,26.24,28.79,83,8.9981,63,77,140
 2765 | 2011-07-04 01:00:00,3,1,0,1,26.24,28.79,83,6.0032,43,76,119
 2766 | 2011-07-04 02:00:00,3,1,0,1,26.24,28.79,83,0,33,30,63
 2767 | 2011-07-04 03:00:00,3,1,0,1,26.24,29.545,78,0,13,13,26
 2768 | 2011-07-04 04:00:00,3,1,0,2,27.06,30.305,78,6.0032,8,4,12
 2769 | 2011-07-04 05:00:00,3,1,0,2,26.24,28.79,83,8.9981,1,3,4
 2770 | 2011-07-04 06:00:00,3,1,0,1,26.24,28.79,89,11.0014,5,11,16
 2771 | 2011-07-04 07:00:00,3,1,0,1,27.06,30.305,83,8.9981,17,19,36
 2772 | 2011-07-04 08:00:00,3,1,0,1,28.7,33.335,74,7.0015,42,44,86
 2773 | 2011-07-04 09:00:00,3,1,0,2,29.52,34.09,66,6.0032,142,96,238
 2774 | 2011-07-04 10:00:00,3,1,0,2,31.16,34.85,55,6.0032,166,114,280
 2775 | 2011-07-04 11:00:00,3,1,0,2,31.16,34.85,55,6.0032,177,172,349
 2776 | 2011-07-04 12:00:00,3,1,0,2,31.98,35.605,52,0,237,210,447
 2777 | 2011-07-04 13:00:00,3,1,0,2,31.98,35.605,49,0,242,181,423
 2778 | 2011-07-04 14:00:00,3,1,0,1,32.8,36.365,46,0,235,173,408
 2779 | 2011-07-04 15:00:00,3,1,0,1,33.62,37.12,43,6.0032,224,184,408
 2780 | 2011-07-04 16:00:00,3,1,0,1,33.62,37.12,41,0,236,216,452
 2781 | 2011-07-04 17:00:00,3,1,0,1,32.8,36.365,46,0,240,196,436
 2782 | 2011-07-04 18:00:00,3,1,0,1,32.8,36.365,46,8.9981,222,196,418
 2783 | 2011-07-04 19:00:00,3,1,0,2,31.98,35.605,49,11.0014,170,205,375
 2784 | 2011-07-04 20:00:00,3,1,0,2,31.16,34.85,55,7.0015,195,191,386
 2785 | 2011-07-04 21:00:00,3,1,0,2,30.34,34.09,62,7.0015,195,262,457
 2786 | 2011-07-04 22:00:00,3,1,0,2,30.34,34.09,62,8.9981,115,211,326
 2787 | 2011-07-04 23:00:00,3,1,0,2,29.52,34.09,70,7.0015,44,94,138
 2788 | 2011-07-05 00:00:00,3,0,1,2,28.7,32.575,65,11.0014,19,36,55
 2789 | 2011-07-05 01:00:00,3,0,1,1,28.7,32.575,65,7.0015,15,24,39
 2790 | 2011-07-05 02:00:00,3,0,1,1,27.06,31.06,74,6.0032,8,5,13
 2791 | 2011-07-05 03:00:00,3,0,1,1,27.06,31.06,74,15.0013,1,7,8
 2792 | 2011-07-05 04:00:00,3,0,1,1,27.06,31.06,69,11.0014,1,4,5
 2793 | 2011-07-05 05:00:00,3,0,1,1,27.06,31.06,69,0,1,19,20
 2794 | 2011-07-05 06:00:00,3,0,1,1,27.06,31.06,74,6.0032,3,91,94
 2795 | 2011-07-05 07:00:00,3,0,1,1,28.7,32.575,65,6.0032,22,248,270
 2796 | 2011-07-05 08:00:00,3,0,1,1,29.52,34.09,62,8.9981,41,391,432
 2797 | 2011-07-05 09:00:00,3,0,1,1,30.34,34.09,58,8.9981,50,177,227
 2798 | 2011-07-05 10:00:00,3,0,1,1,31.16,34.85,52,7.0015,55,84,139
 2799 | 2011-07-05 11:00:00,3,0,1,1,31.98,34.85,46,7.0015,75,97,172
 2800 | 2011-07-05 12:00:00,3,0,1,1,32.8,36.365,43,7.0015,71,130,201
 2801 | 2011-07-05 13:00:00,3,0,1,1,33.62,37.12,43,7.0015,67,136,203
 2802 | 2011-07-05 14:00:00,3,0,1,1,32.8,37.12,49,11.0014,66,112,178
 2803 | 2011-07-05 15:00:00,3,0,1,1,33.62,37.12,43,0,51,111,162
 2804 | 2011-07-05 16:00:00,3,0,1,1,33.62,37.88,46,7.0015,79,202,281
 2805 | 2011-07-05 17:00:00,3,0,1,1,33.62,37.88,46,7.0015,79,466,545
 2806 | 2011-07-05 18:00:00,3,0,1,1,32.8,37.88,55,11.0014,70,426,496
 2807 | 2011-07-05 19:00:00,3,0,1,1,32.8,38.635,59,8.9981,71,297,368
 2808 | 2011-07-05 20:00:00,3,0,1,1,31.16,36.365,66,7.0015,59,225,284
 2809 | 2011-07-05 21:00:00,3,0,1,1,31.98,37.12,62,16.9979,77,168,245
 2810 | 2011-07-05 22:00:00,3,0,1,1,31.16,36.365,66,15.0013,31,124,155
 2811 | 2011-07-05 23:00:00,3,0,1,1,30.34,34.85,66,11.0014,19,54,73
 2812 | 2011-07-06 00:00:00,3,0,1,1,29.52,34.85,74,12.998,11,26,37
 2813 | 2011-07-06 01:00:00,3,0,1,1,28.7,33.335,74,8.9981,4,11,15
 2814 | 2011-07-06 02:00:00,3,0,1,1,28.7,33.335,79,6.0032,1,4,5
 2815 | 2011-07-06 03:00:00,3,0,1,1,28.7,33.335,79,0,0,6,6
 2816 | 2011-07-06 04:00:00,3,0,1,2,27.88,31.82,83,6.0032,0,6,6
 2817 | 2011-07-06 05:00:00,3,0,1,1,27.88,31.82,83,6.0032,5,30,35
 2818 | 2011-07-06 06:00:00,3,0,1,1,28.7,33.335,79,6.0032,9,112,121
 2819 | 2011-07-06 07:00:00,3,0,1,2,29.52,34.85,79,0,24,288,312
 2820 | 2011-07-06 08:00:00,3,0,1,2,29.52,34.85,74,7.0015,31,397,428
 2821 | 2011-07-06 09:00:00,3,0,1,3,28.7,33.335,79,12.998,31,158,189
 2822 | 2011-07-06 10:00:00,3,0,1,3,28.7,33.335,79,6.0032,13,30,43
 2823 | 2011-07-06 11:00:00,3,0,1,2,29.52,34.85,74,0,24,103,127
 2824 | 2011-07-06 12:00:00,3,0,1,2,30.34,34.85,66,6.0032,38,114,152
 2825 | 2011-07-06 13:00:00,3,0,1,2,30.34,34.85,70,7.0015,33,107,140
 2826 | 2011-07-06 14:00:00,3,0,1,1,31.16,36.365,66,19.0012,50,113,163
 2827 | 2011-07-06 15:00:00,3,0,1,1,31.16,36.365,70,19.0012,55,130,185
 2828 | 2011-07-06 16:00:00,3,0,1,1,31.16,36.365,70,16.9979,57,218,275
 2829 | 2011-07-06 17:00:00,3,0,1,1,31.98,37.12,59,15.0013,79,517,596
 2830 | 2011-07-06 18:00:00,3,0,1,1,31.16,35.605,62,12.998,77,486,563
 2831 | 2011-07-06 19:00:00,3,0,1,1,30.34,34.85,70,15.0013,71,323,394
 2832 | 2011-07-06 20:00:00,3,0,1,1,29.52,34.85,74,16.9979,55,257,312
 2833 | 2011-07-06 21:00:00,3,0,1,1,28.7,33.335,79,12.998,66,175,241
 2834 | 2011-07-06 22:00:00,3,0,1,1,28.7,33.335,79,12.998,30,156,186
 2835 | 2011-07-06 23:00:00,3,0,1,1,27.88,31.82,83,15.0013,20,78,98
 2836 | 2011-07-07 00:00:00,3,0,1,1,27.06,29.545,89,8.9981,6,29,35
 2837 | 2011-07-07 01:00:00,3,0,1,1,27.06,29.545,89,12.998,2,14,16
 2838 | 2011-07-07 02:00:00,3,0,1,1,27.06,29.545,89,12.998,1,7,8
 2839 | 2011-07-07 03:00:00,3,0,1,1,26.24,28.03,94,7.0015,2,2,4
 2840 | 2011-07-07 04:00:00,3,0,1,1,26.24,28.79,89,7.0015,0,4,4
 2841 | 2011-07-07 05:00:00,3,0,1,1,26.24,28.79,89,7.0015,2,30,32
 2842 | 2011-07-07 06:00:00,3,0,1,2,26.24,28.79,89,8.9981,11,107,118
 2843 | 2011-07-07 07:00:00,3,0,1,2,27.06,29.545,89,7.0015,13,279,292
 2844 | 2011-07-07 08:00:00,3,0,1,2,28.7,33.335,79,12.998,28,415,443
 2845 | 2011-07-07 09:00:00,3,0,1,1,30.34,34.85,70,11.0014,25,154,179
 2846 | 2011-07-07 10:00:00,3,0,1,1,31.98,37.12,62,0,29,72,101
 2847 | 2011-07-07 11:00:00,3,0,1,1,33.62,38.635,52,8.9981,30,112,142
 2848 | 2011-07-07 12:00:00,3,0,1,1,34.44,38.635,41,0,32,139,171
 2849 | 2011-07-07 13:00:00,3,0,1,1,35.26,39.395,41,0,48,107,155
 2850 | 2011-07-07 14:00:00,3,0,1,1,35.26,39.395,41,16.9979,39,121,160
 2851 | 2011-07-07 15:00:00,3,0,1,1,35.26,39.395,41,16.9979,47,119,166
 2852 | 2011-07-07 16:00:00,3,0,1,1,35.26,38.635,39,15.0013,47,218,265
 2853 | 2011-07-07 17:00:00,3,0,1,1,35.26,37.88,36,16.9979,80,489,569
 2854 | 2011-07-07 18:00:00,3,0,1,1,34.44,37.88,44,19.9995,70,492,562
 2855 | 2011-07-07 19:00:00,3,0,1,1,33.62,38.635,52,19.0012,79,286,365
 2856 | 2011-07-07 20:00:00,3,0,1,1,31.16,35.605,58,23.9994,61,224,285
 2857 | 2011-07-07 21:00:00,3,0,1,1,30.34,34.09,62,11.0014,39,170,209
 2858 | 2011-07-07 22:00:00,3,0,1,1,30.34,34.09,62,11.0014,32,150,182
 2859 | 2011-07-07 23:00:00,3,0,1,1,29.52,34.09,66,0,31,98,129
 2860 | 2011-07-08 00:00:00,3,0,1,1,30.34,34.85,66,7.0015,6,41,47
 2861 | 2011-07-08 01:00:00,3,0,1,1,29.52,34.85,79,0,9,25,34
 2862 | 2011-07-08 02:00:00,3,0,1,2,28.7,33.335,74,11.0014,10,12,22
 2863 | 2011-07-08 03:00:00,3,0,1,1,27.88,31.82,79,7.0015,2,4,6
 2864 | 2011-07-08 04:00:00,3,0,1,1,28.7,33.335,79,16.9979,7,4,11
 2865 | 2011-07-08 05:00:00,3,0,1,1,27.88,31.82,79,16.9979,3,24,27
 2866 | 2011-07-08 06:00:00,3,0,1,1,28.7,33.335,74,7.0015,11,91,102
 2867 | 2011-07-08 07:00:00,3,0,1,2,28.7,33.335,79,12.998,30,302,332
 2868 | 2011-07-08 08:00:00,3,0,1,2,29.52,34.85,74,16.9979,36,421,457
 2869 | 2011-07-08 09:00:00,3,0,1,2,31.16,36.365,70,19.9995,30,211,241
 2870 | 2011-07-08 10:00:00,3,0,1,2,30.34,34.85,70,23.9994,30,108,138
 2871 | 2011-07-08 11:00:00,3,0,1,2,30.34,35.605,74,16.9979,61,104,165
 2872 | 2011-07-08 12:00:00,3,0,1,2,31.16,36.365,70,19.0012,49,164,213
 2873 | 2011-07-08 13:00:00,3,0,1,2,31.98,37.88,66,19.0012,54,175,229
 2874 | 2011-07-08 14:00:00,3,0,1,2,32.8,39.395,63,23.9994,53,163,216
 2875 | 2011-07-08 15:00:00,3,0,1,2,32.8,39.395,63,23.9994,39,102,141
 2876 | 2011-07-08 16:00:00,3,0,1,3,27.88,31.82,83,30.0026,27,105,132
 2877 | 2011-07-08 17:00:00,3,0,1,3,27.06,29.545,89,30.0026,6,161,167
 2878 | 2011-07-08 18:00:00,3,0,1,1,27.06,30.305,83,6.0032,35,281,316
 2879 | 2011-07-08 19:00:00,3,0,1,1,27.06,30.305,83,6.0032,45,225,270
 2880 | 2011-07-08 20:00:00,3,0,1,1,27.06,30.305,83,11.0014,30,220,250
 2881 | 2011-07-08 21:00:00,3,0,1,2,27.06,30.305,83,16.9979,46,158,204
 2882 | 2011-07-08 22:00:00,3,0,1,2,27.06,30.305,78,12.998,33,136,169
 2883 | 2011-07-08 23:00:00,3,0,1,2,27.06,30.305,78,6.0032,40,111,151
 2884 | 2011-07-09 00:00:00,3,0,0,2,27.06,30.305,83,8.9981,31,90,121
 2885 | 2011-07-09 01:00:00,3,0,0,2,26.24,28.79,89,7.0015,5,48,53
 2886 | 2011-07-09 02:00:00,3,0,0,1,26.24,28.79,89,11.0014,12,43,55
 2887 | 2011-07-09 03:00:00,3,0,0,1,26.24,28.79,89,8.9981,7,23,30
 2888 | 2011-07-09 04:00:00,3,0,0,1,26.24,28.79,83,15.0013,2,4,6
 2889 | 2011-07-09 05:00:00,3,0,0,2,25.42,28.03,88,11.0014,4,11,15
 2890 | 2011-07-09 06:00:00,3,0,0,2,26.24,28.79,83,12.998,11,27,38
 2891 | 2011-07-09 07:00:00,3,0,0,1,27.06,30.305,78,12.998,21,50,71
 2892 | 2011-07-09 08:00:00,3,0,0,1,28.7,32.575,70,16.9979,68,114,182
 2893 | 2011-07-09 09:00:00,3,0,0,1,30.34,34.09,58,19.0012,77,170,247
 2894 | 2011-07-09 10:00:00,3,0,0,1,31.16,34.85,52,11.0014,87,177,264
 2895 | 2011-07-09 11:00:00,3,0,0,1,31.98,34.85,46,19.9995,101,189,290
 2896 | 2011-07-09 12:00:00,3,0,0,1,32.8,36.365,46,16.9979,145,221,366
 2897 | 2011-07-09 13:00:00,3,0,0,1,33.62,37.12,41,15.0013,167,249,416
 2898 | 2011-07-09 14:00:00,3,0,0,1,34.44,37.12,36,8.9981,158,215,373
 2899 | 2011-07-09 15:00:00,3,0,0,1,34.44,36.365,34,6.0032,182,220,402
 2900 | 2011-07-09 16:00:00,3,0,0,1,33.62,36.365,38,0,171,245,416
 2901 | 2011-07-09 17:00:00,3,0,0,1,34.44,36.365,32,0,160,241,401
 2902 | 2011-07-09 18:00:00,3,0,0,1,33.62,36.365,36,7.0015,132,246,378
 2903 | 2011-07-09 19:00:00,3,0,0,1,31.16,34.85,55,11.0014,128,178,306
 2904 | 2011-07-09 20:00:00,3,0,0,1,31.16,35.605,58,15.0013,129,185,314
 2905 | 2011-07-09 21:00:00,3,0,0,1,30.34,34.09,58,11.0014,83,155,238
 2906 | 2011-07-09 22:00:00,3,0,0,1,29.52,34.09,62,11.0014,60,154,214
 2907 | 2011-07-09 23:00:00,3,0,0,1,29.52,33.335,58,12.998,47,93,140
 2908 | 2011-07-10 00:00:00,3,0,0,1,28.7,32.575,61,11.0014,42,112,154
 2909 | 2011-07-10 01:00:00,3,0,0,1,28.7,32.575,61,8.9981,19,94,113
 2910 | 2011-07-10 02:00:00,3,0,0,1,27.88,31.82,69,6.0032,28,68,96
 2911 | 2011-07-10 03:00:00,3,0,0,1,27.06,31.06,74,6.0032,6,19,25
 2912 | 2011-07-10 04:00:00,3,0,0,1,27.06,31.06,69,6.0032,0,5,5
 2913 | 2011-07-10 05:00:00,3,0,0,1,27.06,31.06,74,0,7,10,17
 2914 | 2011-07-10 06:00:00,3,0,0,1,26.24,29.545,78,6.0032,8,17,25
 2915 | 2011-07-10 07:00:00,3,0,0,1,28.7,32.575,70,6.0032,27,38,65
 2916 | 2011-07-10 08:00:00,3,0,0,1,29.52,34.09,66,0,27,65,92
 2917 | 2011-07-10 09:00:00,3,0,0,1,30.34,34.85,66,6.0032,62,107,169
 2918 | 2011-07-10 10:00:00,3,0,0,1,31.16,34.85,55,8.9981,95,173,268
 2919 | 2011-07-10 11:00:00,3,0,0,1,31.98,36.365,55,12.998,110,177,287
 2920 | 2011-07-10 12:00:00,3,0,0,1,33.62,37.88,46,19.0012,133,244,377
 2921 | 2011-07-10 13:00:00,3,0,0,1,32.8,36.365,46,19.9995,139,228,367
 2922 | 2011-07-10 14:00:00,3,0,0,1,33.62,37.12,41,22.0028,122,227,349
 2923 | 2011-07-10 15:00:00,3,0,0,1,34.44,37.12,39,19.0012,142,219,361
 2924 | 2011-07-10 16:00:00,3,0,0,1,34.44,37.88,41,19.0012,128,244,372
 2925 | 2011-07-10 17:00:00,3,0,0,1,34.44,37.12,36,15.0013,146,217,363
 2926 | 2011-07-10 18:00:00,3,0,0,1,33.62,37.12,43,19.0012,141,222,363
 2927 | 2011-07-10 19:00:00,3,0,0,1,32.8,37.12,49,22.0028,120,183,303
 2928 | 2011-07-10 20:00:00,3,0,0,1,31.16,34.85,55,12.998,101,167,268
 2929 | 2011-07-10 21:00:00,3,0,0,1,30.34,34.09,62,16.9979,65,162,227
 2930 | 2011-07-10 22:00:00,3,0,0,1,30.34,34.85,66,15.0013,56,87,143
 2931 | 2011-07-10 23:00:00,3,0,0,1,29.52,34.09,66,16.9979,19,53,72
 2932 | 2011-07-11 00:00:00,3,0,1,1,28.7,32.575,65,12.998,10,25,35
 2933 | 2011-07-11 01:00:00,3,0,1,1,28.7,32.575,61,19.0012,5,5,10
 2934 | 2011-07-11 02:00:00,3,0,1,1,28.7,32.575,61,15.0013,8,4,12
 2935 | 2011-07-11 03:00:00,3,0,1,1,27.88,31.82,65,11.0014,2,8,10
 2936 | 2011-07-11 04:00:00,3,0,1,1,27.06,31.06,74,15.0013,0,4,4
 2937 | 2011-07-11 05:00:00,3,0,1,1,27.06,31.06,74,8.9981,5,21,26
 2938 | 2011-07-11 06:00:00,3,0,1,1,27.88,31.82,74,12.998,19,102,121
 2939 | 2011-07-11 07:00:00,3,0,1,1,28.7,33.335,74,16.9979,28,289,317
 2940 | 2011-07-11 08:00:00,3,0,1,1,30.34,34.85,66,19.0012,35,385,420
 2941 | 2011-07-11 09:00:00,3,0,1,1,31.98,37.12,59,19.9995,41,167,208
 2942 | 2011-07-11 10:00:00,3,0,1,1,32.8,37.88,55,23.9994,44,73,117
 2943 | 2011-07-11 11:00:00,3,0,1,1,33.62,39.395,56,19.9995,39,89,128
 2944 | 2011-07-11 12:00:00,3,0,1,1,34.44,40.15,53,19.0012,40,108,148
 2945 | 2011-07-11 13:00:00,3,0,1,1,35.26,40.91,50,16.9979,22,119,141
 2946 | 2011-07-11 14:00:00,3,0,1,1,35.26,41.665,53,19.0012,40,94,134
 2947 | 2011-07-11 15:00:00,3,0,1,1,35.26,42.425,56,27.9993,38,108,146
 2948 | 2011-07-11 16:00:00,3,0,1,1,35.26,42.425,56,26.0027,57,182,239
 2949 | 2011-07-11 17:00:00,3,0,1,1,35.26,42.425,56,27.9993,59,455,514
 2950 | 2011-07-11 18:00:00,3,0,1,1,35.26,41.665,53,26.0027,57,415,472
 2951 | 2011-07-11 19:00:00,3,0,1,1,34.44,41.665,59,22.0028,80,293,373
 2952 | 2011-07-11 20:00:00,3,0,1,1,29.52,34.85,74,27.9993,42,194,236
 2953 | 2011-07-11 21:00:00,3,0,1,1,28.7,33.335,79,27.9993,21,109,130
 2954 | 2011-07-11 22:00:00,3,0,1,1,29.52,34.85,74,8.9981,20,70,90
 2955 | 2011-07-11 23:00:00,3,0,1,1,28.7,33.335,79,8.9981,11,44,55
 2956 | 2011-07-12 00:00:00,3,0,1,1,28.7,33.335,79,8.9981,3,19,22
 2957 | 2011-07-12 01:00:00,3,0,1,1,28.7,33.335,79,6.0032,6,8,14
 2958 | 2011-07-12 02:00:00,3,0,1,1,28.7,33.335,79,7.0015,2,7,9
 2959 | 2011-07-12 03:00:00,3,0,1,2,28.7,33.335,79,0,2,6,8
 2960 | 2011-07-12 04:00:00,3,0,1,1,28.7,33.335,79,11.0014,0,6,6
 2961 | 2011-07-12 05:00:00,3,0,1,1,28.7,33.335,79,6.0032,4,21,25
 2962 | 2011-07-12 06:00:00,3,0,1,1,30.34,34.09,58,15.0013,13,102,115
 2963 | 2011-07-12 07:00:00,3,0,1,1,31.16,34.85,55,12.998,29,301,330
 2964 | 2011-07-12 08:00:00,3,0,1,1,31.16,35.605,58,15.0013,35,382,417
 2965 | 2011-07-12 09:00:00,3,0,1,1,31.98,36.365,55,32.9975,27,149,176
 2966 | 2011-07-12 10:00:00,3,0,1,1,33.62,38.635,52,11.0014,38,85,123
 2967 | 2011-07-12 11:00:00,3,0,1,1,33.62,38.635,52,11.0014,39,86,125
 2968 | 2011-07-12 12:00:00,3,0,1,1,35.26,39.395,44,19.9995,38,125,163
 2969 | 2011-07-12 13:00:00,3,0,1,1,35.26,40.15,47,15.0013,32,104,136
 2970 | 2011-07-12 14:00:00,3,0,1,1,36.9,42.425,42,19.9995,33,91,124
 2971 | 2011-07-12 15:00:00,3,0,1,1,36.9,42.425,42,23.9994,37,111,148
 2972 | 2011-07-12 16:00:00,3,0,1,1,35.26,39.395,44,19.0012,25,177,202
 2973 | 2011-07-12 17:00:00,3,0,1,1,36.08,40.91,44,19.0012,48,380,428
 2974 | 2011-07-12 18:00:00,3,0,1,1,35.26,40.15,47,19.9995,39,472,511
 2975 | 2011-07-12 19:00:00,3,0,1,1,34.44,37.88,44,19.0012,42,295,337
 2976 | 2011-07-12 20:00:00,3,0,1,1,33.62,37.12,43,12.998,57,251,308
 2977 | 2011-07-12 21:00:00,3,0,1,1,33.62,37.12,43,7.0015,49,209,258
 2978 | 2011-07-12 22:00:00,3,0,1,1,32.8,36.365,46,8.9981,44,150,194
 2979 | 2011-07-12 23:00:00,3,0,1,1,31.98,35.605,52,0,20,59,79
 2980 | 2011-07-13 00:00:00,3,0,1,1,31.16,35.605,62,0,9,37,46
 2981 | 2011-07-13 01:00:00,3,0,1,1,31.16,34.85,55,0,1,11,12
 2982 | 2011-07-13 02:00:00,3,0,1,1,31.16,34.85,55,0,2,3,5
 2983 | 2011-07-13 03:00:00,3,0,1,1,30.34,34.09,58,12.998,0,4,4
 2984 | 2011-07-13 04:00:00,3,0,1,1,30.34,34.09,58,16.9979,0,5,5
 2985 | 2011-07-13 05:00:00,3,0,1,1,30.34,34.09,58,12.998,4,22,26
 2986 | 2011-07-13 06:00:00,3,0,1,1,30.34,34.09,58,11.0014,18,103,121
 2987 | 2011-07-13 07:00:00,3,0,1,1,31.16,34.85,55,16.9979,32,281,313
 2988 | 2011-07-13 08:00:00,3,0,1,1,32.8,37.12,49,16.9979,31,418,449
 2989 | 2011-07-13 09:00:00,3,0,1,1,33.62,37.12,41,12.998,23,163,186
 2990 | 2011-07-13 10:00:00,3,0,1,1,33.62,37.88,46,12.998,33,80,113
 2991 | 2011-07-13 11:00:00,3,0,1,1,34.44,37.12,39,11.0014,55,110,165
 2992 | 2011-07-13 12:00:00,3,0,1,1,34.44,37.88,41,19.0012,40,134,174
 2993 | 2011-07-13 13:00:00,3,0,1,3,33.62,37.88,46,8.9981,39,119,158
 2994 | 2011-07-13 14:00:00,3,0,1,3,33.62,37.88,46,8.9981,27,89,116
 2995 | 2011-07-13 15:00:00,3,0,1,3,26.24,28.03,94,8.9981,13,33,46
 2996 | 2011-07-13 16:00:00,3,0,1,2,27.06,29.545,89,0,23,118,141
 2997 | 2011-07-13 17:00:00,3,0,1,1,28.7,33.335,79,0,70,418,488
 2998 | 2011-07-13 18:00:00,3,0,1,1,29.52,34.85,79,8.9981,51,412,463
 2999 | 2011-07-13 19:00:00,3,0,1,1,28.7,33.335,79,7.0015,79,340,419
 3000 | 2011-07-13 20:00:00,3,0,1,1,28.7,33.335,84,11.0014,61,281,342
 3001 | 2011-07-13 21:00:00,3,0,1,1,28.7,33.335,79,7.0015,56,194,250
 3002 | 2011-07-13 22:00:00,3,0,1,1,27.88,31.82,83,12.998,48,136,184
 3003 | 2011-07-13 23:00:00,3,0,1,1,27.06,30.305,83,16.9979,33,83,116
 3004 | 2011-07-14 00:00:00,3,0,1,1,27.06,31.06,69,19.9995,14,32,46
 3005 | 2011-07-14 01:00:00,3,0,1,1,27.06,31.06,61,16.9979,4,21,25
 3006 | 2011-07-14 02:00:00,3,0,1,1,26.24,31.06,57,19.9995,3,7,10
 3007 | 2011-07-14 03:00:00,3,0,1,1,25.42,31.06,57,19.9995,1,5,6
 3008 | 2011-07-14 04:00:00,3,0,1,1,25.42,31.06,53,16.9979,0,6,6
 3009 | 2011-07-14 05:00:00,3,0,1,1,24.6,31.06,56,15.0013,6,22,28
 3010 | 2011-07-14 06:00:00,3,0,1,1,24.6,30.305,60,15.0013,14,116,130
 3011 | 2011-07-14 07:00:00,3,0,1,1,25.42,31.06,53,16.9979,23,311,334
 3012 | 2011-07-14 08:00:00,3,0,1,1,26.24,31.06,50,23.9994,53,433,486
 3013 | 2011-07-14 09:00:00,3,0,1,1,27.88,31.82,47,19.0012,29,195,224
 3014 | 2011-07-14 10:00:00,3,0,1,1,28.7,31.82,42,16.9979,32,95,127
 3015 | 2011-07-14 11:00:00,3,0,1,1,29.52,32.575,37,15.0013,38,110,148
 3016 | 2011-07-14 12:00:00,3,0,1,1,30.34,32.575,35,16.9979,51,172,223
 3017 | 2011-07-14 13:00:00,3,0,1,1,31.16,33.335,33,22.0028,39,138,177
 3018 | 2011-07-14 14:00:00,3,0,1,1,30.34,32.575,35,19.0012,49,129,178
 3019 | 2011-07-14 15:00:00,3,0,1,1,31.16,33.335,33,19.9995,42,138,180
 3020 | 2011-07-14 16:00:00,3,0,1,1,31.16,33.335,33,8.9981,43,231,274
 3021 | 2011-07-14 17:00:00,3,0,1,1,30.34,32.575,37,8.9981,78,517,595
 3022 | 2011-07-14 18:00:00,3,0,1,1,29.52,32.575,42,12.998,94,484,578
 3023 | 2011-07-14 19:00:00,3,0,1,1,29.52,32.575,39,15.0013,67,333,400
 3024 | 2011-07-14 20:00:00,3,0,1,1,28.7,31.82,42,15.0013,81,267,348
 3025 | 2011-07-14 21:00:00,3,0,1,1,27.06,31.06,50,8.9981,58,203,261
 3026 | 2011-07-14 22:00:00,3,0,1,1,26.24,31.06,57,6.0032,42,134,176
 3027 | 2011-07-14 23:00:00,3,0,1,1,26.24,30.305,65,16.9979,27,97,124
 3028 | 2011-07-15 00:00:00,3,0,1,1,25.42,29.545,73,15.0013,23,57,80
 3029 | 2011-07-15 01:00:00,3,0,1,1,25.42,29.545,73,12.998,7,13,20
 3030 | 2011-07-15 02:00:00,3,0,1,1,24.6,28.79,78,11.0014,16,22,38
 3031 | 2011-07-15 03:00:00,3,0,1,1,24.6,29.545,73,12.998,1,6,7
 3032 | 2011-07-15 04:00:00,3,0,1,1,24.6,29.545,73,11.0014,2,8,10
 3033 | 2011-07-15 05:00:00,3,0,1,1,24.6,29.545,73,8.9981,7,16,23
 3034 | 2011-07-15 06:00:00,3,0,1,2,24.6,29.545,73,7.0015,12,108,120
 3035 | 2011-07-15 07:00:00,3,0,1,1,26.24,30.305,65,7.0015,17,257,274
 3036 | 2011-07-15 08:00:00,3,0,1,1,26.24,30.305,65,16.9979,50,514,564
 3037 | 2011-07-15 09:00:00,3,0,1,1,27.88,31.82,54,12.998,31,176,207
 3038 | 2011-07-15 10:00:00,3,0,1,2,27.06,31.06,61,11.0014,59,107,166
 3039 | 2011-07-15 11:00:00,3,0,1,1,28.7,32.575,54,8.9981,73,137,210
 3040 | 2011-07-15 12:00:00,3,0,1,1,28.7,32.575,48,12.998,61,177,238
 3041 | 2011-07-15 13:00:00,3,0,1,1,28.7,32.575,54,12.998,85,162,247
 3042 | 2011-07-15 14:00:00,3,0,1,1,28.7,32.575,51,12.998,105,160,265
 3043 | 2011-07-15 15:00:00,3,0,1,1,29.52,32.575,45,11.0014,74,163,237
 3044 | 2011-07-15 16:00:00,3,0,1,1,29.52,33.335,51,12.998,96,265,361
 3045 | 2011-07-15 17:00:00,3,0,1,1,30.34,33.335,42,16.9979,104,483,587
 3046 | 2011-07-15 18:00:00,3,0,1,1,29.52,32.575,45,15.0013,102,394,496
 3047 | 2011-07-15 19:00:00,3,0,1,1,28.7,31.82,45,15.0013,114,280,394
 3048 | 2011-07-15 20:00:00,3,0,1,1,28.7,32.575,51,15.0013,92,251,343
 3049 | 2011-07-15 21:00:00,3,0,1,1,27.06,31.06,54,7.0015,75,186,261
 3050 | 2011-07-15 22:00:00,3,0,1,1,27.06,31.06,57,15.0013,71,152,223
 3051 | 2011-07-15 23:00:00,3,0,1,1,26.24,31.06,61,11.0014,41,126,167
 3052 | 2011-07-16 00:00:00,3,0,0,1,25.42,30.305,65,12.998,42,68,110
 3053 | 2011-07-16 01:00:00,3,0,0,1,24.6,29.545,69,7.0015,24,51,75
 3054 | 2011-07-16 02:00:00,3,0,0,1,24.6,29.545,73,8.9981,10,48,58
 3055 | 2011-07-16 03:00:00,3,0,0,1,24.6,28.79,78,8.9981,6,20,26
 3056 | 2011-07-16 04:00:00,3,0,0,1,24.6,29.545,73,6.0032,9,7,16
 3057 | 2011-07-16 05:00:00,3,0,0,1,23.78,27.275,78,6.0032,4,6,10
 3058 | 2011-07-16 06:00:00,3,0,0,1,24.6,28.79,78,11.0014,16,21,37
 3059 | 2011-07-16 07:00:00,3,0,0,1,25.42,29.545,73,8.9981,14,38,52
 3060 | 2011-07-16 08:00:00,3,0,0,1,27.06,31.06,65,11.0014,37,90,127
 3061 | 2011-07-16 09:00:00,3,0,0,1,28.7,32.575,54,15.0013,72,150,222
 3062 | 2011-07-16 10:00:00,3,0,0,1,29.52,33.335,54,12.998,114,208,322
 3063 | 2011-07-16 11:00:00,3,0,0,1,30.34,33.335,48,15.0013,171,225,396
 3064 | 2011-07-16 12:00:00,3,0,0,1,31.16,34.09,43,19.0012,187,276,463
 3065 | 2011-07-16 13:00:00,3,0,0,1,31.16,34.09,45,19.9995,221,276,497
 3066 | 2011-07-16 14:00:00,3,0,0,1,30.34,33.335,45,19.9995,201,232,433
 3067 | 2011-07-16 15:00:00,3,0,0,1,31.16,34.09,45,22.0028,205,223,428
 3068 | 2011-07-16 16:00:00,3,0,0,1,31.16,34.09,45,19.0012,183,242,425
 3069 | 2011-07-16 17:00:00,3,0,0,1,31.16,34.09,45,15.0013,234,241,475
 3070 | 2011-07-16 18:00:00,3,0,0,1,31.16,34.09,45,19.0012,185,243,428
 3071 | 2011-07-16 19:00:00,3,0,0,1,30.34,34.09,48,12.998,164,242,406
 3072 | 2011-07-16 20:00:00,3,0,0,1,29.52,33.335,51,15.0013,108,188,296
 3073 | 2011-07-16 21:00:00,3,0,0,1,28.7,32.575,58,15.0013,85,167,252
 3074 | 2011-07-16 22:00:00,3,0,0,1,28.7,32.575,65,19.0012,65,136,201
 3075 | 2011-07-16 23:00:00,3,0,0,1,27.88,31.82,61,15.0013,61,107,168
 3076 | 2011-07-17 00:00:00,3,0,0,1,27.06,31.06,65,15.0013,34,91,125
 3077 | 2011-07-17 01:00:00,3,0,0,1,26.24,30.305,69,12.998,16,86,102
 3078 | 2011-07-17 02:00:00,3,0,0,1,26.24,30.305,69,15.0013,28,66,94
 3079 | 2011-07-17 03:00:00,3,0,0,1,26.24,30.305,69,15.0013,21,26,47
 3080 | 2011-07-17 04:00:00,3,0,0,1,25.42,29.545,73,11.0014,4,6,10
 3081 | 2011-07-17 05:00:00,3,0,0,1,26.24,30.305,69,15.0013,4,8,12
 3082 | 2011-07-17 06:00:00,3,0,0,1,25.42,29.545,73,11.0014,10,11,21
 3083 | 2011-07-17 07:00:00,3,0,0,1,26.24,30.305,73,11.0014,20,30,50
 3084 | 2011-07-17 08:00:00,3,0,0,1,27.88,31.82,65,15.0013,45,73,118
 3085 | 2011-07-17 09:00:00,3,0,0,1,29.52,33.335,58,15.0013,74,110,184
 3086 | 2011-07-17 10:00:00,3,0,0,1,30.34,34.09,60,15.0013,127,177,304
 3087 | 2011-07-17 11:00:00,3,0,0,1,31.16,34.85,55,19.0012,147,244,391
 3088 | 2011-07-17 12:00:00,3,0,0,1,31.16,34.85,55,19.0012,177,243,420
 3089 | 2011-07-17 13:00:00,3,0,0,1,32.8,37.12,49,19.9995,200,272,472
 3090 | 2011-07-17 14:00:00,3,0,0,1,32.8,37.12,49,23.9994,168,262,430
 3091 | 2011-07-17 15:00:00,3,0,0,1,33.62,37.12,43,19.9995,129,195,324
 3092 | 2011-07-17 16:00:00,3,0,0,1,32.8,36.365,46,19.9995,129,188,317
 3093 | 2011-07-17 17:00:00,3,0,0,1,32.8,37.12,49,26.0027,133,236,369
 3094 | 2011-07-17 18:00:00,3,0,0,1,32.8,36.365,46,19.9995,147,243,390
 3095 | 2011-07-17 19:00:00,3,0,0,1,31.16,34.85,55,19.0012,145,234,379
 3096 | 2011-07-17 20:00:00,3,0,0,1,31.16,35.605,58,16.9979,85,177,262
 3097 | 2011-07-17 21:00:00,3,0,0,1,30.34,34.09,62,15.0013,59,148,207
 3098 | 2011-07-17 22:00:00,3,0,0,1,29.52,34.09,66,15.0013,65,116,181
 3099 | 2011-07-17 23:00:00,3,0,0,1,28.7,33.335,74,8.9981,39,54,93
 3100 | 2011-07-18 00:00:00,3,0,1,1,28.7,33.335,74,8.9981,21,30,51
 3101 | 2011-07-18 01:00:00,3,0,1,1,28.7,33.335,74,15.0013,17,8,25
 3102 | 2011-07-18 02:00:00,3,0,1,1,27.06,30.305,83,15.0013,2,8,10
 3103 | 2011-07-18 03:00:00,3,0,1,1,27.06,30.305,78,12.998,3,4,7
 3104 | 2011-07-18 04:00:00,3,0,1,1,26.24,29.545,78,11.0014,1,3,4
 3105 | 2011-07-18 05:00:00,3,0,1,1,26.24,29.545,78,7.0015,2,15,17
 3106 | 2011-07-18 06:00:00,3,0,1,1,26.24,28.79,83,7.0015,10,95,105
 3107 | 2011-07-18 07:00:00,3,0,1,1,27.88,31.82,74,15.0013,22,255,277
 3108 | 2011-07-18 08:00:00,3,0,1,1,28.7,32.575,70,12.998,18,329,347
 3109 | 2011-07-18 09:00:00,3,0,1,1,30.34,34.85,67,15.0013,33,170,203
 3110 | 2011-07-18 10:00:00,3,0,1,1,31.16,35.605,62,12.998,52,78,130
 3111 | 2011-07-18 11:00:00,3,0,1,1,32.8,37.88,55,6.0032,42,99,141
 3112 | 2011-07-18 12:00:00,3,0,1,1,32.8,38.635,59,12.998,39,126,165
 3113 | 2011-07-18 13:00:00,3,0,1,1,33.62,39.395,56,16.9979,27,125,152
 3114 | 2011-07-18 14:00:00,3,0,1,1,33.62,39.395,56,22.0028,32,106,138
 3115 | 2011-07-18 15:00:00,3,0,1,1,34.44,40.15,53,22.0028,53,111,164
 3116 | 2011-07-18 16:00:00,3,0,1,1,34.44,40.15,53,19.0012,45,220,265
 3117 | 2011-07-18 17:00:00,3,0,1,1,34.44,39.395,49,22.0028,72,473,545
 3118 | 2011-07-18 18:00:00,3,0,1,1,33.62,38.635,49,23.9994,80,478,558
 3119 | 2011-07-18 19:00:00,3,0,1,1,32.8,37.88,55,15.0013,63,335,398
 3120 | 2011-07-18 20:00:00,3,0,1,1,31.98,37.12,59,15.0013,91,232,323
 3121 | 2011-07-18 21:00:00,3,0,1,1,30.34,34.85,66,12.998,48,154,202
 3122 | 2011-07-18 22:00:00,3,0,1,1,31.16,36.365,66,15.0013,36,104,140
 3123 | 2011-07-18 23:00:00,3,0,1,1,30.34,34.85,66,11.0014,32,59,91
 3124 | 2011-07-19 00:00:00,3,0,1,1,30.34,34.85,66,7.0015,25,26,51
 3125 | 2011-07-19 01:00:00,3,0,1,2,30.34,34.85,66,8.9981,7,6,13
 3126 | 2011-07-19 02:00:00,3,0,1,1,29.52,34.09,70,11.0014,9,4,13
 3127 | 2011-07-19 03:00:00,3,0,1,1,29.52,34.09,70,11.0014,2,1,3
 3128 | 2011-07-19 04:00:00,3,0,1,1,29.52,34.09,70,8.9981,1,4,5
 3129 | 2011-07-19 05:00:00,3,0,1,2,28.7,33.335,74,7.0015,0,19,19
 3130 | 2011-07-19 06:00:00,3,0,1,2,29.52,34.85,74,7.0015,8,126,134
 3131 | 2011-07-19 07:00:00,3,0,1,2,30.34,34.85,70,11.0014,28,287,315
 3132 | 2011-07-19 08:00:00,3,0,1,2,31.16,36.365,70,11.0014,31,381,412
 3133 | 2011-07-19 09:00:00,3,0,1,2,32.8,39.395,63,8.9981,22,177,199
 3134 | 2011-07-19 10:00:00,3,0,1,2,33.62,39.395,56,11.0014,29,112,141
 3135 | 2011-07-19 11:00:00,3,0,1,1,33.62,40.15,59,0,29,98,127
 3136 | 2011-07-19 12:00:00,3,0,1,1,34.44,40.91,56,6.0032,26,127,153
 3137 | 2011-07-19 13:00:00,3,0,1,1,35.26,41.665,53,7.0015,33,139,172
 3138 | 2011-07-19 14:00:00,3,0,1,1,35.26,40.91,50,12.998,41,111,152
 3139 | 2011-07-19 15:00:00,3,0,1,1,36.08,40.91,44,12.998,48,110,158
 3140 | 2011-07-19 16:00:00,3,0,1,1,36.9,42.425,42,19.9995,61,216,277
 3141 | 2011-07-19 17:00:00,3,0,1,1,32.8,40.15,66,0,68,445,513
 3142 | 2011-07-19 18:00:00,3,0,1,1,32.8,40.15,66,8.9981,80,450,530
 3143 | 2011-07-19 19:00:00,3,0,1,1,31.16,37.12,75,12.998,54,334,388
 3144 | 2011-07-19 20:00:00,3,0,1,1,30.34,36.365,74,6.0032,48,229,277
 3145 | 2011-07-19 21:00:00,3,0,1,1,30.34,35.605,74,8.9981,47,194,241
 3146 | 2011-07-19 22:00:00,3,0,1,1,30.34,35.605,74,0,36,120,156
 3147 | 2011-07-19 23:00:00,3,0,1,3,29.52,34.85,79,11.0014,19,73,92
 3148 | 2011-08-01 00:00:00,3,0,1,1,29.52,34.09,70,15.0013,7,22,29
 3149 | 2011-08-01 01:00:00,3,0,1,1,29.52,34.85,74,12.998,5,12,17
 3150 | 2011-08-01 02:00:00,3,0,1,1,28.7,33.335,74,7.0015,4,7,11
 3151 | 2011-08-01 03:00:00,3,0,1,1,28.7,33.335,79,11.0014,0,4,4
 3152 | 2011-08-01 04:00:00,3,0,1,1,27.06,30.305,83,8.9981,2,2,4
 3153 | 2011-08-01 05:00:00,3,0,1,1,27.06,30.305,83,7.0015,2,24,26
 3154 | 2011-08-01 06:00:00,3,0,1,1,27.06,30.305,83,6.0032,3,97,100
 3155 | 2011-08-01 07:00:00,3,0,1,1,30.34,34.09,62,0,24,258,282
 3156 | 2011-08-01 08:00:00,3,0,1,1,32.8,36.365,43,12.998,35,347,382
 3157 | 2011-08-01 09:00:00,3,0,1,1,33.62,37.12,41,0,27,139,166
 3158 | 2011-08-01 10:00:00,3,0,1,1,35.26,37.88,36,11.0014,27,70,97
 3159 | 2011-08-01 11:00:00,3,0,1,1,36.08,38.635,32,11.0014,53,66,119
 3160 | 2011-08-01 12:00:00,3,0,1,1,36.9,40.15,33,16.9979,53,115,168
 3161 | 2011-08-01 13:00:00,3,0,1,1,36.9,40.15,31,19.9995,38,112,150
 3162 | 2011-08-01 14:00:00,3,0,1,1,37.72,40.91,29,12.998,37,86,123
 3163 | 2011-08-01 15:00:00,3,0,1,1,36.9,39.395,27,0,52,77,129
 3164 | 2011-08-01 16:00:00,3,0,1,1,36.9,39.395,27,0,34,197,231
 3165 | 2011-08-01 17:00:00,3,0,1,1,31.16,34.09,45,19.9995,69,445,514
 3166 | 2011-08-01 18:00:00,3,0,1,1,31.98,34.85,43,12.998,68,475,543
 3167 | 2011-08-01 19:00:00,3,0,1,1,30.34,33.335,51,15.0013,63,350,413
 3168 | 2011-08-01 20:00:00,3,0,1,1,29.52,34.09,62,15.0013,49,256,305
 3169 | 2011-08-01 21:00:00,3,0,1,1,28.7,32.575,70,16.9979,42,178,220
 3170 | 2011-08-01 22:00:00,3,0,1,1,28.7,32.575,70,6.0032,21,116,137
 3171 | 2011-08-01 23:00:00,3,0,1,1,27.88,31.82,74,12.998,14,82,96
 3172 | 2011-08-02 00:00:00,3,0,1,1,27.06,31.06,74,0,11,18,29
 3173 | 2011-08-02 01:00:00,3,0,1,1,27.06,31.06,74,7.0015,4,8,12
 3174 | 2011-08-02 02:00:00,3,0,1,1,27.88,31.82,69,0,2,6,8
 3175 | 2011-08-02 03:00:00,3,0,1,1,27.06,31.06,74,12.998,0,5,5
 3176 | 2011-08-02 04:00:00,3,0,1,1,27.06,31.06,74,7.0015,0,10,10
 3177 | 2011-08-02 05:00:00,3,0,1,1,27.06,31.06,74,8.9981,4,17,21
 3178 | 2011-08-02 06:00:00,3,0,1,1,27.88,31.82,69,7.0015,12,105,117
 3179 | 2011-08-02 07:00:00,3,0,1,1,29.52,33.335,61,19.0012,15,320,335
 3180 | 2011-08-02 08:00:00,3,0,1,1,30.34,34.09,58,19.0012,37,398,435
 3181 | 2011-08-02 09:00:00,3,0,1,1,31.98,34.85,46,19.9995,31,182,213
 3182 | 2011-08-02 10:00:00,3,0,1,1,33.62,36.365,36,19.9995,50,90,140
 3183 | 2011-08-02 11:00:00,3,0,1,1,34.44,36.365,32,27.9993,32,96,128
 3184 | 2011-08-02 12:00:00,3,0,1,1,35.26,37.12,30,19.0012,45,112,157
 3185 | 2011-08-02 13:00:00,3,0,1,1,35.26,37.12,30,15.0013,50,153,203
 3186 | 2011-08-02 14:00:00,3,0,1,1,36.9,38.635,25,19.0012,45,114,159
 3187 | 2011-08-02 15:00:00,3,0,1,1,36.9,38.635,25,19.0012,48,120,168
 3188 | 2011-08-02 16:00:00,3,0,1,1,36.9,38.635,25,19.0012,58,216,274
 3189 | 2011-08-02 17:00:00,3,0,1,2,36.9,39.395,27,8.9981,63,493,556
 3190 | 2011-08-02 18:00:00,3,0,1,2,35.26,37.88,34,12.998,65,491,556
 3191 | 2011-08-02 19:00:00,3,0,1,2,35.26,37.88,36,15.0013,85,369,454
 3192 | 2011-08-02 20:00:00,3,0,1,2,33.62,37.88,46,16.9979,40,248,288
 3193 | 2011-08-02 21:00:00,3,0,1,1,32.8,37.12,52,15.0013,53,201,254
 3194 | 2011-08-02 22:00:00,3,0,1,2,31.98,37.12,59,11.0014,22,169,191
 3195 | 2011-08-02 23:00:00,3,0,1,2,32.8,37.12,49,11.0014,29,103,132
 3196 | 2011-08-03 00:00:00,3,0,1,2,32.8,37.12,49,11.0014,11,32,43
 3197 | 2011-08-03 01:00:00,3,0,1,2,31.98,35.605,52,11.0014,7,9,16
 3198 | 2011-08-03 02:00:00,3,0,1,2,31.98,35.605,49,11.0014,2,9,11
 3199 | 2011-08-03 03:00:00,3,0,1,2,31.16,34.85,55,6.0032,0,4,4
 3200 | 2011-08-03 04:00:00,3,0,1,2,31.16,34.85,52,11.0014,0,7,7
 3201 | 2011-08-03 05:00:00,3,0,1,2,31.16,34.85,55,6.0032,2,22,24
 3202 | 2011-08-03 06:00:00,3,0,1,3,29.52,34.09,66,32.9975,9,101,110
 3203 | 2011-08-03 07:00:00,3,0,1,2,30.34,33.335,51,15.0013,19,252,271
 3204 | 2011-08-03 08:00:00,3,0,1,2,30.34,33.335,51,11.0014,29,408,437
 3205 | 2011-08-03 09:00:00,3,0,1,2,30.34,34.09,55,12.998,23,172,195
 3206 | 2011-08-03 10:00:00,3,0,1,3,30.34,34.09,58,6.0032,9,59,68
 3207 | 2011-08-03 11:00:00,3,0,1,2,30.34,34.09,58,7.0015,29,93,122
 3208 | 2011-08-03 12:00:00,3,0,1,3,31.16,34.85,55,8.9981,19,142,161
 3209 | 2011-08-03 13:00:00,3,0,1,2,31.16,35.605,58,15.0013,37,107,144
 3210 | 2011-08-03 14:00:00,3,0,1,2,31.16,35.605,58,15.0013,43,104,147
 3211 | 2011-08-03 15:00:00,3,0,1,2,28.7,33.335,79,8.9981,31,87,118
 3212 | 2011-08-03 16:00:00,3,0,1,3,27.88,31.82,79,0,21,129,150
 3213 | 2011-08-03 17:00:00,3,0,1,2,28.7,33.335,79,0,47,378,425
 3214 | 2011-08-03 18:00:00,3,0,1,3,28.7,33.335,84,0,49,443,492
 3215 | 2011-08-03 19:00:00,3,0,1,3,28.7,33.335,84,0,51,270,321
 3216 | 2011-08-03 20:00:00,3,0,1,3,28.7,33.335,84,7.0015,7,80,87
 3217 | 2011-08-03 21:00:00,3,0,1,2,27.88,31.82,89,8.9981,7,81,88
 3218 | 2011-08-03 22:00:00,3,0,1,3,27.88,31.82,89,7.0015,11,66,77
 3219 | 2011-08-03 23:00:00,3,0,1,2,27.88,31.82,89,6.0032,4,52,56
 3220 | 2011-08-04 00:00:00,3,0,1,2,27.88,31.82,89,6.0032,2,15,17
 3221 | 2011-08-04 01:00:00,3,0,1,2,27.06,29.545,94,6.0032,3,14,17
 3222 | 2011-08-04 02:00:00,3,0,1,2,27.06,29.545,94,6.0032,2,5,7
 3223 | 2011-08-04 03:00:00,3,0,1,3,27.06,29.545,94,6.0032,0,3,3
 3224 | 2011-08-04 04:00:00,3,0,1,2,27.88,31.82,89,0,0,7,7
 3225 | 2011-08-04 05:00:00,3,0,1,2,27.88,31.82,89,0,3,17,20
 3226 | 2011-08-04 06:00:00,3,0,1,2,27.88,31.82,89,19.9995,7,90,97
 3227 | 2011-08-04 07:00:00,3,0,1,2,27.88,31.82,89,19.9995,11,271,282
 3228 | 2011-08-04 08:00:00,3,0,1,2,28.7,32.575,82,23.9994,29,369,398
 3229 | 2011-08-04 09:00:00,3,0,1,1,29.52,34.85,74,22.0028,25,162,187
 3230 | 2011-08-04 10:00:00,3,0,1,1,29.52,33.335,71,19.9995,24,89,113
 3231 | 2011-08-04 11:00:00,3,0,1,2,30.34,34.85,66,15.0013,37,112,149
 3232 | 2011-08-04 12:00:00,3,0,1,2,31.16,35.605,62,15.0013,53,152,205
 3233 | 2011-08-04 13:00:00,3,0,1,1,31.16,35.605,58,0,63,142,205
 3234 | 2011-08-04 14:00:00,3,0,1,1,32.8,37.88,55,11.0014,53,114,167
 3235 | 2011-08-04 15:00:00,3,0,1,1,32.8,37.88,55,16.9979,50,115,165
 3236 | 2011-08-04 16:00:00,3,0,1,1,31.16,35.605,62,22.0028,70,220,290
 3237 | 2011-08-04 17:00:00,3,0,1,1,31.16,35.605,62,22.0028,91,464,555
 3238 | 2011-08-04 18:00:00,3,0,1,1,28.7,33.335,74,19.9995,88,435,523
 3239 | 2011-08-04 19:00:00,3,0,1,1,28.7,33.335,74,19.0012,65,301,366
 3240 | 2011-08-04 20:00:00,3,0,1,2,28.7,33.335,74,12.998,41,245,286
 3241 | 2011-08-04 21:00:00,3,0,1,2,28.7,33.335,74,12.998,25,186,211
 3242 | 2011-08-04 22:00:00,3,0,1,1,27.88,31.82,74,12.998,33,141,174
 3243 | 2011-08-04 23:00:00,3,0,1,1,27.06,31.06,74,7.0015,24,108,132
 3244 | 2011-08-05 00:00:00,3,0,1,1,27.06,31.06,74,7.0015,13,41,54
 3245 | 2011-08-05 01:00:00,3,0,1,1,26.24,29.545,78,6.0032,3,16,19
 3246 | 2011-08-05 02:00:00,3,0,1,1,27.06,31.06,69,0,5,14,19
 3247 | 2011-08-05 03:00:00,3,0,1,1,26.24,29.545,78,6.0032,0,6,6
 3248 | 2011-08-05 04:00:00,3,0,1,1,26.24,29.545,78,8.9981,1,6,7
 3249 | 2011-08-05 05:00:00,3,0,1,1,26.24,29.545,78,6.0032,0,16,16
 3250 | 2011-08-05 06:00:00,3,0,1,1,26.24,29.545,78,8.9981,7,94,101
 3251 | 2011-08-05 07:00:00,3,0,1,1,27.06,30.305,78,8.9981,23,247,270
 3252 | 2011-08-05 08:00:00,3,0,1,1,28.7,32.575,65,15.0013,39,415,454
 3253 | 2011-08-05 09:00:00,3,0,1,1,29.52,33.335,58,7.0015,43,183,226
 3254 | 2011-08-05 10:00:00,3,0,1,1,30.34,34.09,55,8.9981,50,113,163
 3255 | 2011-08-05 11:00:00,3,0,1,2,31.16,34.85,52,16.9979,44,103,147
 3256 | 2011-08-05 12:00:00,3,0,1,1,31.16,34.85,52,16.9979,57,159,216
 3257 | 2011-08-05 13:00:00,3,0,1,1,31.98,35.605,52,16.9979,40,164,204
 3258 | 2011-08-05 14:00:00,3,0,1,2,31.98,35.605,52,16.9979,81,164,245
 3259 | 2011-08-05 15:00:00,3,0,1,1,31.16,34.85,55,16.9979,50,160,210
 3260 | 2011-08-05 16:00:00,3,0,1,1,32.8,37.12,49,16.9979,76,254,330
 3261 | 2011-08-05 17:00:00,3,0,1,1,31.98,35.605,49,19.9995,84,466,550
 3262 | 2011-08-05 18:00:00,3,0,1,1,31.16,34.85,52,16.9979,105,361,466
 3263 | 2011-08-05 19:00:00,3,0,1,1,30.34,34.09,55,16.9979,90,282,372
 3264 | 2011-08-05 20:00:00,3,0,1,1,29.52,33.335,58,15.0013,70,221,291
 3265 | 2011-08-05 21:00:00,3,0,1,1,28.7,32.575,65,12.998,54,119,173
 3266 | 2011-08-05 22:00:00,3,0,1,1,28.7,32.575,65,15.0013,51,137,188
 3267 | 2011-08-05 23:00:00,3,0,1,1,27.88,31.82,69,15.0013,37,102,139
 3268 | 2011-08-06 00:00:00,3,0,0,1,27.06,30.305,78,12.998,29,104,133
 3269 | 2011-08-06 01:00:00,3,0,0,1,27.06,30.305,78,11.0014,17,50,67
 3270 | 2011-08-06 02:00:00,3,0,0,1,27.06,30.305,78,15.0013,14,39,53
 3271 | 2011-08-06 03:00:00,3,0,0,2,27.06,30.305,78,11.0014,14,28,42
 3272 | 2011-08-06 04:00:00,3,0,0,2,27.06,30.305,83,11.0014,5,5,10
 3273 | 2011-08-06 05:00:00,3,0,0,1,26.24,28.79,89,6.0032,2,4,6
 3274 | 2011-08-06 06:00:00,3,0,0,1,26.24,28.79,89,7.0015,5,22,27
 3275 | 2011-08-06 07:00:00,3,0,0,1,27.88,31.82,83,11.0014,14,49,63
 3276 | 2011-08-06 08:00:00,3,0,0,1,27.88,31.82,83,11.0014,27,94,121
 3277 | 2011-08-06 09:00:00,3,0,0,1,30.34,34.85,70,15.0013,60,155,215
 3278 | 2011-08-06 10:00:00,3,0,0,2,30.34,34.85,70,19.0012,91,199,290
 3279 | 2011-08-06 11:00:00,3,0,0,1,31.98,37.12,62,15.0013,138,211,349
 3280 | 2011-08-06 12:00:00,3,0,0,1,32.8,37.88,55,15.0013,130,252,382
 3281 | 2011-08-06 13:00:00,3,0,0,2,32.8,38.635,59,22.0028,176,265,441
 3282 | 2011-08-06 14:00:00,3,0,0,1,33.62,38.635,52,16.9979,176,204,380
 3283 | 2011-08-06 15:00:00,3,0,0,2,34.44,40.15,53,16.9979,130,232,362
 3284 | 2011-08-06 16:00:00,3,0,0,3,30.34,35.605,79,11.0014,155,188,343
 3285 | 2011-08-06 17:00:00,3,0,0,3,30.34,35.605,79,11.0014,61,88,149
 3286 | 2011-08-06 18:00:00,3,0,0,2,29.52,34.85,79,30.0026,81,130,211
 3287 | 2011-08-06 19:00:00,3,0,0,3,29.52,35.605,84,16.9979,57,114,171
 3288 | 2011-08-06 20:00:00,3,0,0,3,29.52,34.85,79,19.0012,58,79,137
 3289 | 2011-08-06 21:00:00,3,0,0,2,28.7,33.335,84,22.0028,28,86,114
 3290 | 2011-08-06 22:00:00,3,0,0,2,28.7,33.335,84,22.0028,24,96,120
 3291 | 2011-08-06 23:00:00,3,0,0,3,28.7,33.335,84,19.0012,29,79,108
 3292 | 2011-08-07 00:00:00,3,0,0,2,28.7,33.335,84,19.0012,14,66,80
 3293 | 2011-08-07 01:00:00,3,0,0,2,28.7,33.335,84,16.9979,10,63,73
 3294 | 2011-08-07 02:00:00,3,0,0,2,28.7,33.335,84,15.0013,18,48,66
 3295 | 2011-08-07 03:00:00,3,0,0,2,28.7,33.335,84,8.9981,9,23,32
 3296 | 2011-08-07 04:00:00,3,0,0,1,28.7,33.335,84,8.9981,1,5,6
 3297 | 2011-08-07 05:00:00,3,0,0,1,28.7,33.335,89,12.998,1,4,5
 3298 | 2011-08-07 06:00:00,3,0,0,1,28.7,33.335,89,11.0014,3,10,13
 3299 | 2011-08-07 07:00:00,3,0,0,1,28.7,33.335,84,12.998,11,28,39
 3300 | 2011-08-07 08:00:00,3,0,0,1,29.52,34.85,79,12.998,23,66,89
 3301 | 2011-08-07 09:00:00,3,0,0,1,31.16,37.12,75,7.0015,82,102,184
 3302 | 2011-08-07 10:00:00,3,0,0,1,32.8,40.15,66,8.9981,88,178,266
 3303 | 2011-08-07 11:00:00,3,0,0,1,33.62,41.665,63,0,113,156,269
 3304 | 2011-08-07 12:00:00,3,0,0,1,36.9,42.425,42,19.9995,161,209,370
 3305 | 2011-08-07 13:00:00,3,0,0,1,36.9,42.425,42,19.9995,118,206,324
 3306 | 2011-08-07 14:00:00,3,0,0,1,35.26,40.15,47,12.998,130,192,322
 3307 | 2011-08-07 15:00:00,3,0,0,3,29.52,34.85,74,19.9995,118,208,326
 3308 | 2011-08-07 16:00:00,3,0,0,3,29.52,34.85,74,19.9995,74,119,193
 3309 | 2011-08-07 17:00:00,3,0,0,3,30.34,35.605,74,43.0006,63,131,194
 3310 | 2011-08-07 18:00:00,3,0,0,1,29.52,34.85,74,6.0032,74,155,229
 3311 | 2011-08-07 19:00:00,3,0,0,1,29.52,34.85,79,11.0014,68,160,228
 3312 | 2011-08-07 20:00:00,3,0,0,1,29.52,35.605,84,8.9981,50,133,183
 3313 | 2011-08-07 21:00:00,3,0,0,1,29.52,35.605,84,7.0015,36,100,136
 3314 | 2011-08-07 22:00:00,3,0,0,1,28.7,33.335,89,12.998,21,82,103
 3315 | 2011-08-07 23:00:00,3,0,0,1,28.7,33.335,79,7.0015,12,43,55
 3316 | 2011-08-08 00:00:00,3,0,1,1,28.7,33.335,79,7.0015,13,17,30
 3317 | 2011-08-08 01:00:00,3,0,1,1,27.88,31.82,83,8.9981,4,8,12
 3318 | 2011-08-08 02:00:00,3,0,1,1,27.06,29.545,89,0,4,3,7
 3319 | 2011-08-08 03:00:00,3,0,1,1,27.06,29.545,89,0,1,0,1
 3320 | 2011-08-08 04:00:00,3,0,1,1,27.06,29.545,89,7.0015,2,8,10
 3321 | 2011-08-08 05:00:00,3,0,1,1,28.7,33.335,79,6.0032,1,14,15
 3322 | 2011-08-08 06:00:00,3,0,1,1,28.7,32.575,65,19.0012,8,87,95
 3323 | 2011-08-08 07:00:00,3,0,1,1,29.52,34.09,62,19.9995,18,249,267
 3324 | 2011-08-08 08:00:00,3,0,1,1,30.34,34.09,58,22.0028,29,320,349
 3325 | 2011-08-08 09:00:00,3,0,1,1,31.16,34.85,55,26.0027,37,146,183
 3326 | 2011-08-08 10:00:00,3,0,1,1,32.8,37.12,52,26.0027,62,62,124
 3327 | 2011-08-08 11:00:00,3,0,1,1,33.62,37.12,48,23.9994,90,89,179
 3328 | 2011-08-08 12:00:00,3,0,1,1,33.62,37.88,46,16.9979,48,134,182
 3329 | 2011-08-08 13:00:00,3,0,1,1,34.44,37.88,44,19.9995,43,108,151
 3330 | 2011-08-08 14:00:00,3,0,1,1,33.62,37.12,43,19.9995,41,109,150
 3331 | 2011-08-08 15:00:00,3,0,1,1,34.44,37.88,41,19.9995,40,86,126
 3332 | 2011-08-08 16:00:00,3,0,1,1,35.26,38.635,39,19.0012,64,218,282
 3333 | 2011-08-08 17:00:00,3,0,1,1,35.26,38.635,39,11.0014,67,460,527
 3334 | 2011-08-08 18:00:00,3,0,1,1,34.44,37.88,41,8.9981,64,465,529
 3335 | 2011-08-08 19:00:00,3,0,1,1,33.62,37.12,43,7.0015,64,352,416
 3336 | 2011-08-08 20:00:00,3,0,1,1,32.8,37.88,55,0,71,215,286
 3337 | 2011-08-08 21:00:00,3,0,1,1,31.16,35.605,58,6.0032,30,156,186
 3338 | 2011-08-08 22:00:00,3,0,1,1,31.16,35.605,58,7.0015,26,121,147
 3339 | 2011-08-08 23:00:00,3,0,1,1,30.34,34.85,66,7.0015,19,53,72
 3340 | 2011-08-09 00:00:00,3,0,1,1,29.52,34.85,79,8.9981,10,25,35
 3341 | 2011-08-09 01:00:00,3,0,1,1,29.52,34.09,66,0,5,9,14
 3342 | 2011-08-09 02:00:00,3,0,1,1,29.52,34.09,70,0,9,3,12
 3343 | 2011-08-09 03:00:00,3,0,1,1,29.52,34.09,62,0,0,3,3
 3344 | 2011-08-09 04:00:00,3,0,1,1,28.7,33.335,74,0,1,6,7
 3345 | 2011-08-09 05:00:00,3,0,1,1,28.7,32.575,65,6.0032,5,25,30
 3346 | 2011-08-09 06:00:00,3,0,1,1,29.52,33.335,64,0,6,95,101
 3347 | 2011-08-09 07:00:00,3,0,1,1,29.52,34.85,74,7.0015,30,313,343
 3348 | 2011-08-09 08:00:00,3,0,1,1,30.34,34.85,66,0,40,352,392
 3349 | 2011-08-09 09:00:00,3,0,1,2,31.98,37.12,62,8.9981,34,141,175
 3350 | 2011-08-09 10:00:00,3,0,1,2,32.8,38.635,59,15.0013,55,89,144
 3351 | 2011-08-09 11:00:00,3,0,1,1,32.8,38.635,59,15.0013,61,88,149
 3352 | 2011-08-09 12:00:00,3,0,1,1,33.62,39.395,56,12.998,60,125,185
 3353 | 2011-08-09 13:00:00,3,0,1,1,34.44,39.395,49,11.0014,48,127,175
 3354 | 2011-08-09 14:00:00,3,0,1,1,35.26,39.395,44,19.0012,53,95,148
 3355 | 2011-08-09 15:00:00,3,0,1,1,35.26,38.635,39,19.0012,58,106,164
 3356 | 2011-08-09 16:00:00,3,0,1,1,35.26,38.635,39,19.9995,57,228,285
 3357 | 2011-08-09 17:00:00,3,0,1,1,32.8,37.88,55,11.0014,79,453,532
 3358 | 2011-08-09 18:00:00,3,0,1,1,32.8,37.88,55,12.998,97,488,585
 3359 | 2011-08-09 19:00:00,3,0,1,1,32.8,37.12,49,7.0015,69,302,371
 3360 | 2011-08-09 20:00:00,3,0,1,1,32.8,36.365,43,12.998,34,258,292
 3361 | 2011-08-09 21:00:00,3,0,1,1,31.98,34.85,46,16.9979,46,184,230
 3362 | 2011-08-09 22:00:00,3,0,1,1,31.98,34.85,46,19.9995,28,127,155
 3363 | 2011-08-09 23:00:00,3,0,1,1,31.16,34.09,48,19.0012,22,53,75
 3364 | 2011-08-10 00:00:00,3,0,1,1,30.34,33.335,51,15.0013,19,18,37
 3365 | 2011-08-10 01:00:00,3,0,1,1,29.52,33.335,54,12.998,7,10,17
 3366 | 2011-08-10 02:00:00,3,0,1,1,29.52,33.335,54,11.0014,1,10,11
 3367 | 2011-08-10 03:00:00,3,0,1,1,28.7,32.575,58,11.0014,1,3,4
 3368 | 2011-08-10 04:00:00,3,0,1,1,28.7,32.575,54,8.9981,1,4,5
 3369 | 2011-08-10 05:00:00,3,0,1,1,27.88,31.82,61,6.0032,2,30,32
 3370 | 2011-08-10 06:00:00,3,0,1,1,27.88,31.82,61,0,9,110,119
 3371 | 2011-08-10 07:00:00,3,0,1,1,28.7,32.575,58,6.0032,16,289,305
 3372 | 2011-08-10 08:00:00,3,0,1,1,30.34,33.335,51,12.998,38,361,399
 3373 | 2011-08-10 09:00:00,3,0,1,1,31.16,34.09,48,15.0013,32,148,180
 3374 | 2011-08-10 10:00:00,3,0,1,1,32.8,36.365,43,15.0013,41,72,113
 3375 | 2011-08-10 11:00:00,3,0,1,1,32.8,35.605,41,26.0027,54,95,149
 3376 | 2011-08-10 12:00:00,3,0,1,1,33.62,36.365,38,19.9995,74,166,240
 3377 | 2011-08-10 13:00:00,3,0,1,1,33.62,36.365,38,19.0012,41,150,191
 3378 | 2011-08-10 14:00:00,3,0,1,1,34.44,36.365,34,22.0028,62,116,178
 3379 | 2011-08-10 15:00:00,3,0,1,1,35.26,37.12,30,22.0028,53,141,194
 3380 | 2011-08-10 16:00:00,3,0,1,1,35.26,37.12,26,19.9995,76,206,282
 3381 | 2011-08-10 17:00:00,3,0,1,1,34.44,35.605,26,19.9995,71,513,584
 3382 | 2011-08-10 18:00:00,3,0,1,1,33.62,35.605,28,19.9995,70,489,559
 3383 | 2011-08-10 19:00:00,3,0,1,1,32.8,34.85,26,16.9979,79,334,413
 3384 | 2011-08-10 20:00:00,3,0,1,1,31.16,33.335,31,8.9981,59,253,312
 3385 | 2011-08-10 21:00:00,3,0,1,1,31.16,33.335,33,7.0015,47,162,209
 3386 | 2011-08-10 22:00:00,3,0,1,1,30.34,32.575,37,0,17,122,139
 3387 | 2011-08-10 23:00:00,3,0,1,1,30.34,32.575,37,6.0032,14,94,108
 3388 | 2011-08-11 00:00:00,3,0,1,1,28.7,31.82,45,7.0015,6,40,46
 3389 | 2011-08-11 01:00:00,3,0,1,1,28.7,31.82,45,8.9981,9,17,26
 3390 | 2011-08-11 02:00:00,3,0,1,1,27.06,31.06,54,8.9981,3,8,11
 3391 | 2011-08-11 03:00:00,3,0,1,1,26.24,31.06,57,8.9981,2,7,9
 3392 | 2011-08-11 04:00:00,3,0,1,1,26.24,31.06,57,11.0014,1,4,5
 3393 | 2011-08-11 05:00:00,3,0,1,1,26.24,31.06,61,12.998,2,23,25
 3394 | 2011-08-11 06:00:00,3,0,1,1,25.42,30.305,65,11.0014,5,101,106
 3395 | 2011-08-11 07:00:00,3,0,1,1,27.06,31.06,54,8.9981,15,292,307
 3396 | 2011-08-11 08:00:00,3,0,1,1,28.7,31.82,45,11.0014,29,361,390
 3397 | 2011-08-11 09:00:00,3,0,1,1,29.52,32.575,39,15.0013,31,166,197
 3398 | 2011-08-11 10:00:00,3,0,1,1,30.34,32.575,37,16.9979,36,96,132
 3399 | 2011-08-11 11:00:00,3,0,1,1,31.16,33.335,35,16.9979,59,128,187
 3400 | 2011-08-11 12:00:00,3,0,1,1,31.98,34.09,31,16.9979,50,164,214
 3401 | 2011-08-11 13:00:00,3,0,1,1,31.16,33.335,31,15.0013,51,166,217
 3402 | 2011-08-11 14:00:00,3,0,1,1,32.8,34.85,29,0,39,103,142
 3403 | 2011-08-11 15:00:00,3,0,1,1,32.8,34.85,29,19.9995,52,126,178
 3404 | 2011-08-11 16:00:00,3,0,1,1,32.8,34.85,27,12.998,57,241,298
 3405 | 2011-08-11 17:00:00,3,0,1,1,32.8,34.85,29,16.9979,96,486,582
 3406 | 2011-08-11 18:00:00,3,0,1,1,31.98,34.09,29,6.0032,74,497,571
 3407 | 2011-08-11 19:00:00,3,0,1,1,30.34,32.575,35,12.998,48,323,371
 3408 | 2011-08-11 20:00:00,3,0,1,1,29.52,32.575,37,8.9981,56,232,288
 3409 | 2011-08-11 21:00:00,3,0,1,1,28.7,32.575,48,6.0032,35,171,206
 3410 | 2011-08-11 22:00:00,3,0,1,1,28.7,32.575,48,0,34,123,157
 3411 | 2011-08-11 23:00:00,3,0,1,1,27.06,31.06,50,11.0014,22,105,127
 3412 | 2011-08-12 00:00:00,3,0,1,1,26.24,31.06,53,11.0014,12,53,65
 3413 | 2011-08-12 01:00:00,3,0,1,1,26.24,31.06,53,8.9981,4,19,23
 3414 | 2011-08-12 02:00:00,3,0,1,1,25.42,31.06,57,12.998,0,15,15
 3415 | 2011-08-12 03:00:00,3,0,1,1,25.42,31.06,53,11.0014,0,9,9
 3416 | 2011-08-12 04:00:00,3,0,1,1,25.42,31.06,53,8.9981,0,5,5
 3417 | 2011-08-12 05:00:00,3,0,1,1,24.6,31.06,56,8.9981,2,24,26
 3418 | 2011-08-12 06:00:00,3,0,1,1,25.42,31.06,50,8.9981,3,73,76
 3419 | 2011-08-12 07:00:00,3,0,1,1,26.24,31.06,44,11.0014,17,247,264
 3420 | 2011-08-12 08:00:00,3,0,1,1,27.88,31.82,39,15.0013,29,397,426
 3421 | 2011-08-12 09:00:00,3,0,1,1,29.52,32.575,34,8.9981,27,178,205
 3422 | 2011-08-12 10:00:00,3,0,1,1,30.34,32.575,33,7.0015,44,86,130
 3423 | 2011-08-12 11:00:00,3,0,1,1,31.16,33.335,29,0,48,108,156
 3424 | 2011-08-12 12:00:00,3,0,1,1,32.8,34.85,27,0,55,167,222
 3425 | 2011-08-12 13:00:00,3,0,1,1,31.98,34.09,29,6.0032,74,179,253
 3426 | 2011-08-12 14:00:00,3,0,1,1,32.8,34.85,29,12.998,51,135,186
 3427 | 2011-08-12 15:00:00,3,0,1,1,32.8,34.85,29,11.0014,59,190,249
 3428 | 2011-08-12 16:00:00,3,0,1,1,33.62,35.605,28,0,68,266,334
 3429 | 2011-08-12 17:00:00,3,0,1,1,33.62,35.605,26,0,93,423,516
 3430 | 2011-08-12 18:00:00,3,0,1,1,31.16,34.09,40,19.9995,89,376,465
 3431 | 2011-08-12 19:00:00,3,0,1,1,30.34,33.335,42,15.0013,101,284,385
 3432 | 2011-08-12 20:00:00,3,0,1,1,29.52,32.575,42,15.0013,77,210,287
 3433 | 2011-08-12 21:00:00,3,0,1,1,28.7,32.575,48,8.9981,73,153,226
 3434 | 2011-08-12 22:00:00,3,0,1,1,27.88,31.82,51,0,74,157,231
 3435 | 2011-08-12 23:00:00,3,0,1,1,27.88,31.82,51,0,51,100,151
 3436 | 2011-08-13 00:00:00,3,0,0,1,27.88,31.82,51,7.0015,15,69,84
 3437 | 2011-08-13 01:00:00,3,0,0,2,27.88,31.82,57,6.0032,13,64,77
 3438 | 2011-08-13 02:00:00,3,0,0,1,27.88,31.82,57,0,16,58,74
 3439 | 2011-08-13 03:00:00,3,0,0,1,27.06,31.06,65,8.9981,9,18,27
 3440 | 2011-08-13 04:00:00,3,0,0,2,26.24,30.305,73,8.9981,5,5,10
 3441 | 2011-08-13 05:00:00,3,0,0,1,26.24,30.305,73,7.0015,3,15,18
 3442 | 2011-08-13 06:00:00,3,0,0,1,26.24,30.305,73,6.0032,3,19,22
 3443 | 2011-08-13 07:00:00,3,0,0,2,27.06,31.06,74,12.998,10,34,44
 3444 | 2011-08-13 08:00:00,3,0,0,2,28.7,32.575,65,11.0014,28,90,118
 3445 | 2011-08-13 09:00:00,3,0,0,2,28.7,33.335,74,11.0014,70,138,208
 3446 | 2011-08-13 10:00:00,3,0,0,2,29.52,34.85,74,15.0013,97,163,260
 3447 | 2011-08-13 11:00:00,3,0,0,2,30.34,34.85,70,12.998,122,192,314
 3448 | 2011-08-13 12:00:00,3,0,0,2,27.06,29.545,89,11.0014,175,246,421
 3449 | 2011-08-13 13:00:00,3,0,0,2,30.34,35.605,74,22.0028,61,92,153
 3450 | 2011-08-13 14:00:00,3,0,0,1,30.34,34.85,70,16.9979,113,146,259
 3451 | 2011-08-13 15:00:00,3,0,0,3,27.88,31.82,79,23.9994,150,208,358
 3452 | 2011-08-13 16:00:00,3,0,0,2,28.7,33.335,74,19.0012,148,133,281
 3453 | 2011-08-13 17:00:00,3,0,0,2,29.52,34.85,74,16.9979,97,172,269
 3454 | 2011-08-13 18:00:00,3,0,0,1,28.7,33.335,74,15.0013,123,169,292
 3455 | 2011-08-13 19:00:00,3,0,0,2,27.88,31.82,79,19.0012,67,170,237
 3456 | 2011-08-13 20:00:00,3,0,0,2,27.88,31.82,83,15.0013,78,105,183
 3457 | 2011-08-13 21:00:00,3,0,0,2,27.88,31.82,83,26.0027,40,127,167
 3458 | 2011-08-13 22:00:00,3,0,0,2,27.88,31.82,83,26.0027,36,118,154
 3459 | 2011-08-13 23:00:00,3,0,0,2,27.06,30.305,83,22.0028,25,95,120
 3460 | 2011-08-14 00:00:00,3,0,0,3,27.06,30.305,83,19.9995,19,71,90
 3461 | 2011-08-14 01:00:00,3,0,0,3,26.24,28.79,89,15.0013,16,57,73
 3462 | 2011-08-14 02:00:00,3,0,0,3,26.24,28.79,89,15.0013,13,49,62
 3463 | 2011-08-14 03:00:00,3,0,0,2,26.24,28.03,94,16.9979,5,22,27
 3464 | 2011-08-14 04:00:00,3,0,0,3,26.24,28.03,94,12.998,1,2,3
 3465 | 2011-08-14 05:00:00,3,0,0,2,26.24,28.03,94,11.0014,1,9,10
 3466 | 2011-08-14 06:00:00,3,0,0,2,26.24,28.03,94,7.0015,2,4,6
 3467 | 2011-08-14 07:00:00,3,0,0,2,27.06,29.545,89,12.998,4,20,24
 3468 | 2011-08-14 08:00:00,3,0,0,2,27.06,29.545,89,19.0012,20,21,41
 3469 | 2011-08-14 09:00:00,3,0,0,3,27.06,29.545,89,19.0012,27,76,103
 3470 | 2011-08-14 10:00:00,3,0,0,1,28.7,33.335,79,15.0013,67,116,183
 3471 | 2011-08-14 11:00:00,3,0,0,1,28.7,33.335,79,12.998,81,117,198
 3472 | 2011-08-14 12:00:00,3,0,0,2,28.7,33.335,79,15.0013,98,183,281
 3473 | 2011-08-14 13:00:00,3,0,0,1,29.52,34.85,74,16.9979,144,233,377
 3474 | 2011-08-14 14:00:00,3,0,0,1,30.34,34.85,70,12.998,126,244,370
 3475 | 2011-08-14 15:00:00,3,0,0,1,30.34,34.85,66,12.998,128,203,331
 3476 | 2011-08-14 16:00:00,3,0,0,1,30.34,34.85,66,11.0014,116,176,292
 3477 | 2011-08-14 17:00:00,3,0,0,1,31.16,35.605,62,8.9981,133,196,329
 3478 | 2011-08-14 18:00:00,3,0,0,1,30.34,34.85,66,11.0014,125,222,347
 3479 | 2011-08-14 19:00:00,3,0,0,1,29.52,34.85,74,15.0013,75,184,259
 3480 | 2011-08-14 20:00:00,3,0,0,1,28.7,33.335,84,11.0014,67,126,193
 3481 | 2011-08-14 21:00:00,3,0,0,3,24.6,27.275,88,32.9975,51,104,155
 3482 | 2011-08-14 22:00:00,3,0,0,3,24.6,27.275,88,32.9975,14,25,39
 3483 | 2011-08-14 23:00:00,3,0,0,3,24.6,28.03,83,0,5,22,27
 3484 | 2011-08-15 00:00:00,3,0,1,3,24.6,27.275,88,6.0032,7,18,25
 3485 | 2011-08-15 01:00:00,3,0,1,2,24.6,27.275,88,8.9981,1,9,10
 3486 | 2011-08-15 02:00:00,3,0,1,2,24.6,28.03,83,0,0,3,3
 3487 | 2011-08-15 03:00:00,3,0,1,1,24.6,28.03,83,12.998,1,6,7
 3488 | 2011-08-15 04:00:00,3,0,1,1,24.6,28.03,83,8.9981,1,4,5
 3489 | 2011-08-15 05:00:00,3,0,1,2,24.6,27.275,88,12.998,3,14,17
 3490 | 2011-08-15 06:00:00,3,0,1,1,24.6,27.275,88,16.9979,3,87,90
 3491 | 2011-08-15 07:00:00,3,0,1,1,24.6,27.275,88,16.9979,10,248,258
 3492 | 2011-08-15 08:00:00,3,0,1,1,26.24,29.545,78,22.0028,29,326,355
 3493 | 2011-08-15 09:00:00,3,0,1,1,26.24,29.545,78,22.0028,52,170,222
 3494 | 2011-08-15 10:00:00,3,0,1,1,27.88,31.82,69,19.0012,54,87,141
 3495 | 2011-08-15 11:00:00,3,0,1,2,29.52,34.09,62,16.9979,41,112,153
 3496 | 2011-08-15 12:00:00,3,0,1,1,30.34,34.09,58,19.0012,62,116,178
 3497 | 2011-08-15 13:00:00,3,0,1,1,31.98,35.605,52,19.0012,53,140,193
 3498 | 2011-08-15 14:00:00,3,0,1,1,30.34,34.09,55,6.0032,56,95,151
 3499 | 2011-08-15 15:00:00,3,0,1,3,30.34,34.09,55,19.9995,49,133,182
 3500 | 2011-08-15 16:00:00,3,0,1,1,30.34,34.09,55,22.0028,58,225,283
 3501 | 2011-08-15 17:00:00,3,0,1,1,30.34,33.335,51,19.0012,59,471,530
 3502 | 2011-08-15 18:00:00,3,0,1,1,28.7,32.575,65,12.998,70,413,483
 3503 | 2011-08-15 19:00:00,3,0,1,1,28.7,32.575,65,0,54,343,397
 3504 | 2011-08-15 20:00:00,3,0,1,1,27.06,31.06,74,8.9981,45,240,285
 3505 | 2011-08-15 21:00:00,3,0,1,1,27.06,31.06,65,12.998,34,150,184
 3506 | 2011-08-15 22:00:00,3,0,1,1,27.06,31.06,69,16.9979,22,76,98
 3507 | 2011-08-15 23:00:00,3,0,1,1,26.24,30.305,69,15.0013,11,77,88
 3508 | 2011-08-16 00:00:00,3,0,1,1,26.24,30.305,69,7.0015,8,23,31
 3509 | 2011-08-16 01:00:00,3,0,1,1,26.24,30.305,69,11.0014,4,12,16
 3510 | 2011-08-16 02:00:00,3,0,1,1,25.42,29.545,73,15.0013,1,3,4
 3511 | 2011-08-16 03:00:00,3,0,1,1,25.42,29.545,73,15.0013,1,5,6
 3512 | 2011-08-16 04:00:00,3,0,1,1,26.24,30.305,69,19.9995,0,5,5
 3513 | 2011-08-16 05:00:00,3,0,1,1,25.42,29.545,73,19.0012,1,29,30
 3514 | 2011-08-16 06:00:00,3,0,1,1,25.42,29.545,73,22.0028,4,115,119
 3515 | 2011-08-16 07:00:00,3,0,1,1,26.24,30.305,69,16.9979,18,328,346
 3516 | 2011-08-16 08:00:00,3,0,1,1,28.7,32.575,58,30.0026,24,417,441
 3517 | 2011-08-16 09:00:00,3,0,1,1,27.88,31.82,61,19.0012,27,171,198
 3518 | 2011-08-16 10:00:00,3,0,1,1,28.7,32.575,58,26.0027,28,83,111
 3519 | 2011-08-16 11:00:00,3,0,1,1,30.34,33.335,51,15.0013,40,110,150
 3520 | 2011-08-16 12:00:00,3,0,1,1,31.16,34.09,48,22.0028,42,120,162
 3521 | 2011-08-16 13:00:00,3,0,1,1,31.16,34.09,48,19.9995,45,147,192
 3522 | 2011-08-16 14:00:00,3,0,1,1,31.16,34.09,45,27.9993,65,117,182
 3523 | 2011-08-16 15:00:00,3,0,1,1,32.8,35.605,41,19.9995,36,123,159
 3524 | 2011-08-16 16:00:00,3,0,1,1,32.8,35.605,41,15.0013,55,248,303
 3525 | 2011-08-16 17:00:00,3,0,1,1,31.16,34.09,45,22.0028,75,525,600
 3526 | 2011-08-16 18:00:00,3,0,1,1,31.16,34.09,45,15.0013,54,516,570
 3527 | 2011-08-16 19:00:00,3,0,1,1,30.34,33.335,48,12.998,56,320,376
 3528 | 2011-08-16 20:00:00,3,0,1,1,30.34,33.335,51,0,48,232,280
 3529 | 2011-08-16 21:00:00,3,0,1,1,29.52,33.335,54,0,38,177,215
 3530 | 2011-08-16 22:00:00,3,0,1,1,28.7,32.575,61,0,31,121,152
 3531 | 2011-08-16 23:00:00,3,0,1,1,27.06,31.06,65,8.9981,20,57,77
 3532 | 2011-08-17 00:00:00,3,0,1,1,27.06,31.06,69,6.0032,8,16,24
 3533 | 2011-08-17 01:00:00,3,0,1,1,26.24,30.305,73,11.0014,2,12,14
 3534 | 2011-08-17 02:00:00,3,0,1,1,27.06,31.06,69,0,0,6,6
 3535 | 2011-08-17 03:00:00,3,0,1,1,26.24,29.545,78,0,1,4,5
 3536 | 2011-08-17 04:00:00,3,0,1,1,26.24,30.305,73,0,0,5,5
 3537 | 2011-08-17 05:00:00,3,0,1,1,26.24,30.305,73,0,0,28,28
 3538 | 2011-08-17 06:00:00,3,0,1,1,25.42,29.545,78,0,4,101,105
 3539 | 2011-08-17 07:00:00,3,0,1,1,27.06,31.06,65,6.0032,12,296,308
 3540 | 2011-08-17 08:00:00,3,0,1,1,28.7,32.575,54,11.0014,35,452,487
 3541 | 2011-08-17 09:00:00,3,0,1,1,30.34,33.335,48,6.0032,31,178,209
 3542 | 2011-08-17 10:00:00,3,0,1,1,31.16,34.09,43,6.0032,27,91,118
 3543 | 2011-08-17 11:00:00,3,0,1,1,31.98,34.85,43,7.0015,20,108,128
 3544 | 2011-08-17 12:00:00,3,0,1,1,32.8,36.365,43,19.0012,26,163,189
 3545 | 2011-08-17 13:00:00,3,0,1,1,32.8,35.605,41,12.998,38,138,176
 3546 | 2011-08-17 14:00:00,3,0,1,1,33.62,36.365,36,11.0014,54,138,192
 3547 | 2011-08-17 15:00:00,3,0,1,1,32.8,36.365,43,8.9981,42,117,159
 3548 | 2011-08-17 16:00:00,3,0,1,1,33.62,37.12,43,15.0013,62,238,300
 3549 | 2011-08-17 17:00:00,3,0,1,1,32.8,37.12,49,15.0013,46,506,552
 3550 | 2011-08-17 18:00:00,3,0,1,1,31.16,34.85,55,16.9979,86,470,556
 3551 | 2011-08-17 19:00:00,3,0,1,1,31.16,34.85,55,15.0013,50,297,347
 3552 | 2011-08-17 20:00:00,3,0,1,1,30.34,34.09,58,16.9979,37,243,280
 3553 | 2011-08-17 21:00:00,3,0,1,1,29.52,34.09,62,15.0013,38,192,230
 3554 | 2011-08-17 22:00:00,3,0,1,1,28.7,32.575,65,12.998,29,142,171
 3555 | 2011-08-17 23:00:00,3,0,1,1,28.7,32.575,65,19.0012,20,85,105
 3556 | 2011-08-18 00:00:00,3,0,1,1,27.88,31.82,65,8.9981,18,38,56
 3557 | 2011-08-18 01:00:00,3,0,1,2,27.06,31.06,65,11.0014,13,11,24
 3558 | 2011-08-18 02:00:00,3,0,1,1,27.06,31.06,65,15.0013,2,4,6
 3559 | 2011-08-18 03:00:00,3,0,1,1,27.06,31.06,69,19.0012,0,6,6
 3560 | 2011-08-18 04:00:00,3,0,1,1,26.24,30.305,73,15.0013,0,9,9
 3561 | 2011-08-18 05:00:00,3,0,1,1,26.24,29.545,78,19.0012,0,27,27
 3562 | 2011-08-18 06:00:00,3,0,1,2,26.24,29.545,78,16.9979,6,97,103
 3563 | 2011-08-18 07:00:00,3,0,1,1,26.24,29.545,78,19.9995,19,289,308
 3564 | 2011-08-18 08:00:00,3,0,1,1,27.06,31.06,74,19.0012,27,393,420
 3565 | 2011-08-18 09:00:00,3,0,1,1,29.52,34.09,66,16.9979,42,186,228
 3566 | 2011-08-18 10:00:00,3,0,1,1,30.34,34.85,66,16.9979,37,92,129
 3567 | 2011-08-18 11:00:00,3,0,1,1,31.16,35.605,58,16.9979,44,97,141
 3568 | 2011-08-18 12:00:00,3,0,1,1,32.8,37.12,52,19.0012,34,139,173
 3569 | 2011-08-18 13:00:00,3,0,1,1,32.8,37.12,52,23.9994,33,154,187
 3570 | 2011-08-18 14:00:00,3,0,1,1,33.62,37.88,46,22.0028,67,115,182
 3571 | 2011-08-18 15:00:00,3,0,1,1,32.8,36.365,46,23.9994,56,118,174
 3572 | 2011-08-18 16:00:00,3,0,1,1,32.8,36.365,46,23.9994,49,196,245
 3573 | 2011-08-18 17:00:00,3,0,1,3,32.8,36.365,46,19.9995,44,365,409
 3574 | 2011-08-18 18:00:00,3,0,1,3,31.16,34.85,55,16.9979,48,226,274
 3575 | 2011-08-18 19:00:00,3,0,1,1,27.06,30.305,83,7.0015,26,115,141
 3576 | 2011-08-18 20:00:00,3,0,1,1,27.06,30.305,83,7.0015,24,141,165
 3577 | 2011-08-18 21:00:00,3,0,1,2,27.88,31.82,79,0,12,137,149
 3578 | 2011-08-18 22:00:00,3,0,1,2,28.7,33.335,74,7.0015,18,117,135
 3579 | 2011-08-18 23:00:00,3,0,1,2,28.7,33.335,74,8.9981,20,94,114
 3580 | 2011-08-19 00:00:00,3,0,1,3,27.88,31.82,69,12.998,9,53,62
 3581 | 2011-08-19 01:00:00,3,0,1,3,26.24,28.79,89,0,1,19,20
 3582 | 2011-08-19 02:00:00,3,0,1,3,26.24,28.79,83,0,0,8,8
 3583 | 2011-08-19 03:00:00,3,0,1,1,26.24,29.545,78,0,2,1,3
 3584 | 2011-08-19 04:00:00,3,0,1,1,26.24,28.79,83,0,1,7,8
 3585 | 2011-08-19 05:00:00,3,0,1,1,26.24,28.79,83,0,1,16,17
 3586 | 2011-08-19 06:00:00,3,0,1,1,26.24,28.79,83,0,2,91,93
 3587 | 2011-08-19 07:00:00,3,0,1,2,27.06,30.305,83,6.0032,12,251,263
 3588 | 2011-08-19 08:00:00,3,0,1,2,27.06,30.305,83,0,30,368,398
 3589 | 2011-08-19 09:00:00,3,0,1,1,28.7,32.575,65,8.9981,31,187,218
 3590 | 2011-08-19 10:00:00,3,0,1,1,29.52,34.09,62,6.0032,57,108,165
 3591 | 2011-08-19 11:00:00,3,0,1,2,29.52,34.09,66,6.0032,45,120,165
 3592 | 2011-08-19 12:00:00,3,0,1,2,30.34,34.09,62,6.0032,54,168,222
 3593 | 2011-08-19 13:00:00,3,0,1,2,31.16,35.605,62,12.998,63,169,232
 3594 | 2011-08-19 14:00:00,3,0,1,1,31.98,36.365,55,12.998,78,142,220
 3595 | 2011-08-19 15:00:00,3,0,1,1,32.8,37.12,49,7.0015,66,156,222
 3596 | 2011-08-19 16:00:00,3,0,1,1,32.8,37.12,49,0,66,261,327
 3597 | 2011-08-19 17:00:00,3,0,1,1,31.16,35.605,58,35.0008,85,442,527
 3598 | 2011-08-19 18:00:00,3,0,1,1,31.16,35.605,58,35.0008,88,337,425
 3599 | 2011-08-19 19:00:00,3,0,1,3,25.42,29.545,73,31.0009,33,132,165
 3600 | 2011-08-19 20:00:00,3,0,1,3,25.42,28.79,83,19.9995,12,46,58
 3601 | 2011-08-19 21:00:00,3,0,1,1,25.42,28.79,83,8.9981,18,89,107
 3602 | 2011-08-19 22:00:00,3,0,1,1,24.6,27.275,88,8.9981,25,97,122
 3603 | 2011-08-19 23:00:00,3,0,1,2,24.6,27.275,88,6.0032,18,88,106
 3604 | 2011-09-01 00:00:00,3,0,1,1,24.6,28.79,78,7.0015,18,33,51
 3605 | 2011-09-01 01:00:00,3,0,1,1,24.6,29.545,73,6.0032,7,14,21
 3606 | 2011-09-01 02:00:00,3,0,1,1,23.78,27.275,78,6.0032,14,11,25
 3607 | 2011-09-01 03:00:00,3,0,1,1,23.78,27.275,78,6.0032,7,7,14
 3608 | 2011-09-01 04:00:00,3,0,1,1,22.96,26.515,83,6.0032,0,7,7
 3609 | 2011-09-01 05:00:00,3,0,1,1,22.96,26.515,73,6.0032,1,22,23
 3610 | 2011-09-01 06:00:00,3,0,1,1,24.6,28.79,78,0,2,103,105
 3611 | 2011-09-01 07:00:00,3,0,1,1,24.6,28.79,78,0,7,335,342
 3612 | 2011-09-01 08:00:00,3,0,1,1,25.42,29.545,73,8.9981,31,467,498
 3613 | 2011-09-01 09:00:00,3,0,1,1,26.24,30.305,69,7.0015,29,178,207
 3614 | 2011-09-01 10:00:00,3,0,1,1,27.88,31.82,61,8.9981,46,92,138
 3615 | 2011-09-01 11:00:00,3,0,1,1,29.52,33.335,51,8.9981,51,141,192
 3616 | 2011-09-01 12:00:00,3,0,1,2,29.52,33.335,51,8.9981,64,165,229
 3617 | 2011-09-01 13:00:00,3,0,1,2,29.52,33.335,48,6.0032,50,169,219
 3618 | 2011-09-01 14:00:00,3,0,1,3,29.52,33.335,54,16.9979,54,144,198
 3619 | 2011-09-01 15:00:00,3,0,1,1,29.52,33.335,51,8.9981,39,135,174
 3620 | 2011-09-01 16:00:00,3,0,1,1,30.34,33.335,51,12.998,55,253,308
 3621 | 2011-09-01 17:00:00,3,0,1,1,29.52,33.335,54,16.9979,61,567,628
 3622 | 2011-09-01 18:00:00,3,0,1,1,29.52,33.335,54,15.0013,69,462,531
 3623 | 2011-09-01 19:00:00,3,0,1,1,28.7,32.575,58,11.0014,79,364,443
 3624 | 2011-09-01 20:00:00,3,0,1,1,27.06,31.06,61,15.0013,33,247,280
 3625 | 2011-09-01 21:00:00,3,0,1,2,27.06,31.06,57,12.998,17,160,177
 3626 | 2011-09-01 22:00:00,3,0,1,2,27.06,31.06,57,15.0013,34,145,179
 3627 | 2011-09-01 23:00:00,3,0,1,1,26.24,30.305,65,16.9979,15,111,126
 3628 | 2011-09-02 00:00:00,3,0,1,1,26.24,30.305,65,12.998,6,58,64
 3629 | 2011-09-02 01:00:00,3,0,1,3,25.42,29.545,73,7.0015,4,28,32
 3630 | 2011-09-02 02:00:00,3,0,1,3,25.42,29.545,73,7.0015,9,11,20
 3631 | 2011-09-02 03:00:00,3,0,1,2,24.6,28.03,83,11.0014,4,4,8
 3632 | 2011-09-02 04:00:00,3,0,1,1,24.6,28.03,83,6.0032,2,2,4
 3633 | 2011-09-02 05:00:00,3,0,1,2,24.6,28.03,83,8.9981,0,20,20
 3634 | 2011-09-02 06:00:00,3,0,1,1,24.6,28.03,83,8.9981,3,73,76
 3635 | 2011-09-02 07:00:00,3,0,1,1,24.6,28.03,83,7.0015,6,253,259
 3636 | 2011-09-02 08:00:00,3,0,1,1,25.42,29.545,78,12.998,22,434,456
 3637 | 2011-09-02 09:00:00,3,0,1,2,25.42,28.79,83,7.0015,30,190,220
 3638 | 2011-09-02 10:00:00,3,0,1,2,26.24,30.305,76,11.0014,34,106,140
 3639 | 2011-09-02 11:00:00,3,0,1,2,27.06,31.06,74,7.0015,51,141,192
 3640 | 2011-09-02 12:00:00,3,0,1,2,27.06,31.06,69,15.0013,82,178,260
 3641 | 2011-09-02 13:00:00,3,0,1,2,27.88,31.82,65,8.9981,72,207,279
 3642 | 2011-09-02 14:00:00,3,0,1,2,28.7,32.575,61,7.0015,75,208,283
 3643 | 2011-09-02 15:00:00,3,0,1,2,28.7,32.575,61,16.9979,69,277,346
 3644 | 2011-09-02 16:00:00,3,0,1,2,28.7,32.575,61,8.9981,82,299,381
 3645 | 2011-09-02 17:00:00,3,0,1,2,27.88,31.82,65,11.0014,78,377,455
 3646 | 2011-09-02 18:00:00,3,0,1,2,27.88,31.82,65,12.998,50,305,355
 3647 | 2011-09-02 19:00:00,3,0,1,1,27.06,31.06,69,8.9981,67,220,287
 3648 | 2011-09-02 20:00:00,3,0,1,1,26.24,30.305,73,0,38,158,196
 3649 | 2011-09-02 21:00:00,3,0,1,2,26.24,30.305,73,6.0032,28,121,149
 3650 | 2011-09-02 22:00:00,3,0,1,2,26.24,30.305,73,11.0014,33,114,147
 3651 | 2011-09-02 23:00:00,3,0,1,2,26.24,30.305,73,11.0014,30,68,98
 3652 | 2011-09-03 00:00:00,3,0,0,2,26.24,30.305,73,7.0015,22,65,87
 3653 | 2011-09-03 01:00:00,3,0,0,2,26.24,30.305,69,16.9979,17,57,74
 3654 | 2011-09-03 02:00:00,3,0,0,2,26.24,30.305,69,15.0013,15,26,41
 3655 | 2011-09-03 03:00:00,3,0,0,1,25.42,29.545,73,11.0014,17,18,35
 3656 | 2011-09-03 04:00:00,3,0,0,1,25.42,29.545,73,11.0014,3,4,7
 3657 | 2011-09-03 05:00:00,3,0,0,1,25.42,30.305,69,12.998,3,9,12
 3658 | 2011-09-03 06:00:00,3,0,0,1,25.42,29.545,73,11.0014,4,19,23
 3659 | 2011-09-03 07:00:00,3,0,0,1,25.42,29.545,73,12.998,5,33,38
 3660 | 2011-09-03 08:00:00,3,0,0,1,26.24,30.305,69,11.0014,24,65,89
 3661 | 2011-09-03 09:00:00,3,0,0,2,27.06,31.06,69,16.9979,83,118,201
 3662 | 2011-09-03 10:00:00,3,0,0,3,27.06,31.06,65,16.9979,90,168,258
 3663 | 2011-09-03 11:00:00,3,0,0,3,27.06,31.06,69,19.0012,66,128,194
 3664 | 2011-09-03 12:00:00,3,0,0,1,28.7,32.575,61,15.0013,97,160,257
 3665 | 2011-09-03 13:00:00,3,0,0,1,28.7,32.575,65,15.0013,153,200,353
 3666 | 2011-09-03 14:00:00,3,0,0,2,29.52,34.09,66,11.0014,204,176,380
 3667 | 2011-09-03 15:00:00,3,0,0,1,29.52,34.09,70,11.0014,187,201,388
 3668 | 2011-09-03 16:00:00,3,0,0,1,29.52,34.09,70,12.998,186,188,374
 3669 | 2011-09-03 17:00:00,3,0,0,1,29.52,34.09,70,15.0013,170,201,371
 3670 | 2011-09-03 18:00:00,3,0,0,1,29.52,34.09,70,11.0014,160,179,339
 3671 | 2011-09-03 19:00:00,3,0,0,1,28.7,33.335,74,8.9981,147,148,295
 3672 | 2011-09-03 20:00:00,3,0,0,1,28.7,33.335,79,11.0014,99,120,219
 3673 | 2011-09-03 21:00:00,3,0,0,1,27.88,31.82,83,8.9981,71,93,164
 3674 | 2011-09-03 22:00:00,3,0,0,1,27.88,31.82,83,7.0015,66,96,162
 3675 | 2011-09-03 23:00:00,3,0,0,1,27.06,31.06,85,8.9981,46,77,123
 3676 | 2011-09-04 00:00:00,3,0,0,1,27.06,29.545,89,12.998,33,76,109
 3677 | 2011-09-04 01:00:00,3,0,0,1,27.06,30.305,83,8.9981,37,38,75
 3678 | 2011-09-04 02:00:00,3,0,0,1,27.06,30.305,83,12.998,17,43,60
 3679 | 2011-09-04 03:00:00,3,0,0,1,26.24,28.79,89,12.998,20,23,43
 3680 | 2011-09-04 04:00:00,3,0,0,1,26.24,28.79,83,11.0014,0,4,4
 3681 | 2011-09-04 05:00:00,3,0,0,1,26.24,28.79,83,8.9981,1,5,6
 3682 | 2011-09-04 06:00:00,3,0,0,1,26.24,28.79,84,15.0013,0,3,3
 3683 | 2011-09-04 07:00:00,3,0,0,1,27.06,30.305,78,12.998,10,20,30
 3684 | 2011-09-04 08:00:00,3,0,0,1,27.06,30.305,78,11.0014,21,49,70
 3685 | 2011-09-04 09:00:00,3,0,0,1,27.06,30.305,78,11.0014,87,102,189
 3686 | 2011-09-04 10:00:00,3,0,0,1,28.7,33.335,74,8.9981,150,147,297
 3687 | 2011-09-04 11:00:00,3,0,0,1,30.34,34.85,70,11.0014,174,163,337
 3688 | 2011-09-04 12:00:00,3,0,0,1,31.16,36.365,66,11.0014,214,221,435
 3689 | 2011-09-04 13:00:00,3,0,0,2,31.98,37.12,62,19.0012,245,174,419
 3690 | 2011-09-04 14:00:00,3,0,0,1,31.98,37.88,66,22.0028,205,156,361
 3691 | 2011-09-04 15:00:00,3,0,0,1,31.98,37.88,66,19.0012,218,192,410
 3692 | 2011-09-04 16:00:00,3,0,0,1,32.8,38.635,59,15.0013,196,141,337
 3693 | 2011-09-04 17:00:00,3,0,0,1,31.16,36.365,66,15.0013,204,172,376
 3694 | 2011-09-04 18:00:00,3,0,0,1,31.16,36.365,66,12.998,187,169,356
 3695 | 2011-09-04 19:00:00,3,0,0,1,30.34,34.85,70,12.998,178,150,328
 3696 | 2011-09-04 20:00:00,3,0,0,1,30.34,34.85,70,19.9995,104,125,229
 3697 | 2011-09-04 21:00:00,3,0,0,1,29.52,34.85,74,16.9979,104,103,207
 3698 | 2011-09-04 22:00:00,3,0,0,2,29.52,34.85,74,19.0012,70,85,155
 3699 | 2011-09-04 23:00:00,3,0,0,2,29.52,34.09,70,11.0014,46,58,104
 3700 | 2011-09-05 00:00:00,3,1,0,2,28.7,33.335,74,15.0013,31,66,97
 3701 | 2011-09-05 01:00:00,3,1,0,2,27.88,31.82,79,7.0015,19,35,54
 3702 | 2011-09-05 02:00:00,3,1,0,2,27.88,31.82,79,11.0014,17,22,39
 3703 | 2011-09-05 03:00:00,3,1,0,2,27.88,31.82,74,19.9995,4,12,16
 3704 | 2011-09-05 04:00:00,3,1,0,2,27.88,31.82,69,19.0012,3,5,8
 3705 | 2011-09-05 05:00:00,3,1,0,2,27.06,31.06,74,11.0014,2,4,6
 3706 | 2011-09-05 06:00:00,3,1,0,2,27.06,31.06,74,8.9981,6,5,11
 3707 | 2011-09-05 07:00:00,3,1,0,1,27.06,31.06,74,11.0014,11,30,41
 3708 | 2011-09-05 08:00:00,3,1,0,2,27.06,30.305,78,12.998,45,56,101
 3709 | 2011-09-05 09:00:00,3,1,0,3,27.88,31.82,74,11.0014,63,89,152
 3710 | 2011-09-05 10:00:00,3,1,0,2,28.7,32.575,70,11.0014,107,137,244
 3711 | 2011-09-05 11:00:00,3,1,0,2,28.7,33.335,74,11.0014,101,207,308
 3712 | 2011-09-05 12:00:00,3,1,0,2,29.52,34.09,70,12.998,141,212,353
 3713 | 2011-09-05 13:00:00,3,1,0,2,30.34,34.85,70,8.9981,154,235,389
 3714 | 2011-09-05 14:00:00,3,1,0,1,30.34,34.85,70,11.0014,145,212,357
 3715 | 2011-09-05 15:00:00,3,1,0,2,27.88,31.82,79,19.0012,111,142,253
 3716 | 2011-09-05 16:00:00,3,1,0,2,27.88,31.82,79,19.0012,92,192,284
 3717 | 2011-09-05 17:00:00,3,1,0,2,27.06,29.545,89,7.0015,37,77,114
 3718 | 2011-09-05 18:00:00,3,1,0,1,27.06,29.545,89,6.0032,31,92,123
 3719 | 2011-09-05 19:00:00,3,1,0,3,27.06,29.545,94,7.0015,52,123,175
 3720 | 2011-09-05 20:00:00,3,1,0,3,27.06,29.545,94,16.9979,26,56,82
 3721 | 2011-09-05 21:00:00,3,1,0,2,27.06,29.545,94,19.9995,20,40,60
 3722 | 2011-09-05 22:00:00,3,1,0,2,24.6,27.275,88,39.0007,15,49,64
 3723 | 2011-09-05 23:00:00,3,1,0,3,22.96,26.515,88,26.0027,3,17,20
 3724 | 2011-09-06 00:00:00,3,0,1,3,22.14,25.76,94,23.9994,1,7,8
 3725 | 2011-09-06 02:00:00,3,0,1,3,22.14,25.76,94,16.9979,0,2,2
 3726 | 2011-09-06 03:00:00,3,0,1,3,22.14,25.76,94,19.9995,1,0,1
 3727 | 2011-09-06 04:00:00,3,0,1,2,22.14,25.76,94,19.9995,1,3,4
 3728 | 2011-09-06 05:00:00,3,0,1,3,22.14,25.76,88,23.9994,1,20,21
 3729 | 2011-09-06 06:00:00,3,0,1,2,22.14,25.76,88,22.0028,0,72,72
 3730 | 2011-09-06 07:00:00,3,0,1,2,22.14,25.76,83,23.9994,6,166,172
 3731 | 2011-09-06 08:00:00,3,0,1,3,22.14,25.76,83,26.0027,15,349,364
 3732 | 2011-09-06 09:00:00,3,0,1,2,22.14,25.76,81,27.9993,18,167,185
 3733 | 2011-09-06 10:00:00,3,0,1,3,22.14,25.76,83,23.9994,16,90,106
 3734 | 2011-09-06 11:00:00,3,0,1,3,22.14,25.76,83,26.0027,11,78,89
 3735 | 2011-09-06 12:00:00,3,0,1,3,22.14,25.76,83,26.0027,16,51,67
 3736 | 2011-09-06 13:00:00,3,0,1,3,22.14,25.76,88,19.9995,5,24,29
 3737 | 2011-09-06 14:00:00,3,0,1,3,22.14,25.76,88,19.0012,3,21,24
 3738 | 2011-09-06 15:00:00,3,0,1,3,22.14,25.76,94,26.0027,18,71,89
 3739 | 2011-09-06 16:00:00,3,0,1,3,22.14,25.76,94,26.0027,11,95,106
 3740 | 2011-09-06 17:00:00,3,0,1,2,22.14,25.76,88,26.0027,15,276,291
 3741 | 2011-09-06 18:00:00,3,0,1,2,22.14,25.76,88,26.0027,22,351,373
 3742 | 2011-09-06 19:00:00,3,0,1,2,22.14,25.76,88,27.9993,12,269,281
 3743 | 2011-09-06 20:00:00,3,0,1,3,22.14,25.76,88,19.9995,13,150,163
 3744 | 2011-09-06 21:00:00,3,0,1,3,22.14,25.76,88,19.0012,12,109,121
 3745 | 2011-09-06 22:00:00,3,0,1,2,22.14,25.76,94,22.0028,5,79,84
 3746 | 2011-09-06 23:00:00,3,0,1,3,22.14,25.76,94,16.9979,2,56,58
 3747 | 2011-09-07 00:00:00,3,0,1,2,22.14,25.76,94,15.0013,1,12,13
 3748 | 2011-09-07 01:00:00,3,0,1,3,22.14,25.76,94,16.9979,2,3,5
 3749 | 2011-09-07 02:00:00,3,0,1,2,22.14,25.76,94,15.0013,2,4,6
 3750 | 2011-09-07 03:00:00,3,0,1,3,22.96,26.515,94,8.9981,1,1,2
 3751 | 2011-09-07 04:00:00,3,0,1,3,22.96,26.515,94,11.0014,0,4,4
 3752 | 2011-09-07 05:00:00,3,0,1,2,22.96,26.515,100,8.9981,1,15,16
 3753 | 2011-09-07 06:00:00,3,0,1,3,24.6,27.275,88,7.0015,1,74,75
 3754 | 2011-09-07 07:00:00,3,0,1,3,24.6,27.275,88,6.0032,3,83,86
 3755 | 2011-09-07 08:00:00,3,0,1,3,25.42,27.275,94,6.0032,9,319,328
 3756 | 2011-09-07 09:00:00,3,0,1,3,24.6,27.275,88,8.9981,14,176,190
 3757 | 2011-09-07 10:00:00,3,0,1,3,24.6,27.275,88,8.9981,3,63,66
 3758 | 2011-09-07 11:00:00,3,0,1,3,24.6,25.76,94,0,1,9,10
 3759 | 2011-09-07 12:00:00,3,0,1,3,22.96,26.515,94,0,1,21,22
 3760 | 2011-09-07 13:00:00,3,0,1,3,24.6,27.275,88,0,2,9,11
 3761 | 2011-09-07 14:00:00,3,0,1,3,24.6,25.76,93,0,1,24,25
 3762 | 2011-09-07 15:00:00,3,0,1,3,25.42,27.275,94,7.0015,3,55,58
 3763 | 2011-09-07 16:00:00,3,0,1,1,26.24,28.79,89,0,7,137,144
 3764 | 2011-09-07 17:00:00,3,0,1,3,26.24,28.79,89,0,21,264,285
 3765 | 2011-09-07 18:00:00,3,0,1,3,26.24,28.79,89,0,18,219,237
 3766 | 2011-09-07 19:00:00,3,0,1,2,26.24,28.79,89,0,14,212,226
 3767 | 2011-09-07 20:00:00,3,0,1,3,26.24,28.79,89,6.0032,3,93,96
 3768 | 2011-09-07 21:00:00,3,0,1,3,26.24,28.79,89,6.0032,4,34,38
 3769 | 2011-09-07 22:00:00,3,0,1,3,25.42,27.275,94,11.0014,3,26,29
 3770 | 2011-09-07 23:00:00,3,0,1,3,25.42,27.275,94,12.998,3,21,24
 3771 | 2011-09-08 00:00:00,3,0,1,3,24.6,25,100,12.998,3,11,14
 3772 | 2011-09-08 01:00:00,3,0,1,3,25.42,27.275,94,7.0015,0,4,4
 3773 | 2011-09-08 03:00:00,3,0,1,3,25.42,27.275,94,0,0,2,2
 3774 | 2011-09-08 04:00:00,3,0,1,2,25.42,27.275,94,6.0032,0,3,3
 3775 | 2011-09-08 05:00:00,3,0,1,3,25.42,27.275,94,6.0032,1,13,14
 3776 | 2011-09-08 06:00:00,3,0,1,3,25.42,27.275,94,11.0014,1,55,56
 3777 | 2011-09-08 07:00:00,3,0,1,3,25.42,27.275,94,7.0015,7,172,179
 3778 | 2011-09-08 08:00:00,3,0,1,3,25.42,27.275,94,8.9981,7,188,195
 3779 | 2011-09-08 09:00:00,3,0,1,2,25.42,25.76,100,16.9979,4,65,69
 3780 | 2011-09-08 10:00:00,3,0,1,2,26.24,28.03,94,7.0015,8,57,65
 3781 | 2011-09-08 11:00:00,3,0,1,2,26.24,28.03,94,15.0013,16,82,98
 3782 | 2011-09-08 12:00:00,3,0,1,2,27.06,29.545,94,15.0013,17,85,102
 3783 | 2011-09-08 13:00:00,3,0,1,2,27.88,31.82,83,26.0027,14,112,126
 3784 | 2011-09-08 14:00:00,3,0,1,2,28.7,33.335,79,23.9994,15,105,120
 3785 | 2011-09-08 15:00:00,3,0,1,3,27.06,29.545,89,19.9995,24,115,139
 3786 | 2011-09-08 16:00:00,3,0,1,3,26.24,28.03,94,19.0012,5,151,156
 3787 | 2011-09-08 17:00:00,3,0,1,3,26.24,28.03,94,19.0012,11,102,113
 3788 | 2011-09-08 18:00:00,3,0,1,3,26.24,28.03,94,23.9994,2,66,68
 3789 | 2011-09-08 19:00:00,3,0,1,3,25.42,25.76,100,22.0028,1,51,52
 3790 | 2011-09-08 20:00:00,3,0,1,2,25.42,27.275,94,11.0014,6,83,89
 3791 | 2011-09-08 21:00:00,3,0,1,3,26.24,28.03,94,7.0015,6,76,82
 3792 | 2011-09-08 22:00:00,3,0,1,3,25.42,25.76,100,6.0032,5,65,70
 3793 | 2011-09-08 23:00:00,3,0,1,3,25.42,25.76,100,6.0032,0,26,26
 3794 | 2011-09-09 00:00:00,3,0,1,3,26.24,28.03,94,12.998,1,15,16
 3795 | 2011-09-09 01:00:00,3,0,1,2,25.42,25.76,100,11.0014,0,8,8
 3796 | 2011-09-09 02:00:00,3,0,1,2,25.42,25.76,100,16.9979,1,7,8
 3797 | 2011-09-09 03:00:00,3,0,1,2,25.42,27.275,94,16.9979,1,1,2
 3798 | 2011-09-09 04:00:00,3,0,1,3,25.42,27.275,94,11.0014,0,3,3
 3799 | 2011-09-09 05:00:00,3,0,1,2,25.42,27.275,94,8.9981,0,14,14
 3800 | 2011-09-09 06:00:00,3,0,1,2,25.42,25.76,100,8.9981,3,54,57
 3801 | 2011-09-09 07:00:00,3,0,1,3,25.42,25.76,100,16.9979,4,104,108
 3802 | 2011-09-09 08:00:00,3,0,1,3,25.42,27.275,94,11.0014,12,276,288
 3803 | 2011-09-09 09:00:00,3,0,1,3,25.42,27.275,94,11.0014,5,131,136
 3804 | 2011-09-09 10:00:00,3,0,1,2,25.42,25.76,100,0,2,27,29
 3805 | 2011-09-09 11:00:00,3,0,1,2,25.42,27.275,94,0,6,66,72
 3806 | 2011-09-09 12:00:00,3,0,1,1,26.24,28.03,94,0,4,71,75
 3807 | 2011-09-09 13:00:00,3,0,1,1,28.7,33.335,79,6.0032,14,108,122
 3808 | 2011-09-09 14:00:00,3,0,1,1,29.52,34.85,74,6.0032,29,119,148
 3809 | 2011-09-09 15:00:00,3,0,1,1,30.34,34.85,66,0,27,161,188
 3810 | 2011-09-09 16:00:00,3,0,1,1,30.34,34.85,66,8.9981,41,244,285
 3811 | 2011-09-09 17:00:00,3,0,1,1,28.7,33.335,79,16.9979,54,451,505
 3812 | 2011-09-09 18:00:00,3,0,1,1,28.7,33.335,79,12.998,33,377,410
 3813 | 2011-09-09 19:00:00,3,0,1,1,27.06,29.545,89,11.0014,33,316,349
 3814 | 2011-09-09 20:00:00,3,0,1,1,26.24,28.03,94,6.0032,30,180,210
 3815 | 2011-09-09 21:00:00,3,0,1,1,27.06,29.545,89,0,49,154,203
 3816 | 2011-09-09 22:00:00,3,0,1,1,25.42,27.275,94,0,33,127,160
 3817 | 2011-09-09 23:00:00,3,0,1,1,25.42,27.275,94,6.0032,35,113,148
 3818 | 2011-09-10 00:00:00,3,0,0,1,25.42,27.275,94,0,32,84,116
 3819 | 2011-09-10 01:00:00,3,0,0,2,25.42,27.275,94,0,16,67,83
 3820 | 2011-09-10 02:00:00,3,0,0,2,24.6,25,97,7.0015,18,46,64
 3821 | 2011-09-10 03:00:00,3,0,0,1,23.78,27.275,100,8.9981,8,29,37
 3822 | 2011-09-10 04:00:00,3,0,0,1,23.78,27.275,94,6.0032,3,4,7
 3823 | 2011-09-10 05:00:00,3,0,0,1,23.78,27.275,94,8.9981,2,6,8
 3824 | 2011-09-10 06:00:00,3,0,0,1,23.78,27.275,94,11.0014,0,6,6
 3825 | 2011-09-10 07:00:00,3,0,0,1,24.6,27.275,88,8.9981,9,43,52
 3826 | 2011-09-10 08:00:00,3,0,0,1,25.42,28.79,83,11.0014,16,103,119
 3827 | 2011-09-10 09:00:00,3,0,0,1,26.24,29.545,78,19.9995,39,168,207
 3828 | 2011-09-10 10:00:00,3,0,0,1,28.7,32.575,65,16.9979,85,233,318
 3829 | 2011-09-10 11:00:00,3,0,0,1,29.52,34.09,62,16.9979,108,252,360
 3830 | 2011-09-10 12:00:00,3,0,0,1,29.52,34.09,62,15.0013,144,260,404
 3831 | 2011-09-10 13:00:00,3,0,0,1,30.34,34.09,55,19.0012,131,239,370
 3832 | 2011-09-10 14:00:00,3,0,0,1,30.34,34.09,55,19.0012,129,230,359
 3833 | 2011-09-10 15:00:00,3,0,0,1,30.34,34.09,55,15.0013,217,263,480
 3834 | 2011-09-10 16:00:00,3,0,0,1,30.34,34.09,55,12.998,170,261,431
 3835 | 2011-09-10 17:00:00,3,0,0,1,30.34,34.09,55,15.0013,185,275,460
 3836 | 2011-09-10 18:00:00,3,0,0,1,29.52,33.335,58,12.998,119,241,360
 3837 | 2011-09-10 19:00:00,3,0,0,1,28.7,32.575,58,8.9981,101,214,315
 3838 | 2011-09-10 20:00:00,3,0,0,1,27.06,31.06,69,7.0015,78,167,245
 3839 | 2011-09-10 21:00:00,3,0,0,1,26.24,29.545,78,6.0032,59,171,230
 3840 | 2011-09-10 22:00:00,3,0,0,1,26.24,29.545,78,0,49,126,175
 3841 | 2011-09-10 23:00:00,3,0,0,2,25.42,28.03,88,0,32,107,139
 3842 | 2011-09-11 00:00:00,3,0,0,1,25.42,28.03,88,0,29,79,108
 3843 | 2011-09-11 01:00:00,3,0,0,2,25.42,28.03,88,0,22,66,88
 3844 | 2011-09-11 02:00:00,3,0,0,2,25.42,29.545,78,12.998,16,60,76
 3845 | 2011-09-11 03:00:00,3,0,0,2,25.42,29.545,78,6.0032,15,30,45
 3846 | 2011-09-11 04:00:00,3,0,0,1,24.6,28.03,83,8.9981,3,6,9
 3847 | 2011-09-11 05:00:00,3,0,0,1,24.6,28.03,83,8.9981,15,24,39
 3848 | 2011-09-11 06:00:00,3,0,0,1,23.78,27.275,88,7.0015,4,16,20
 3849 | 2011-09-11 07:00:00,3,0,0,1,24.6,27.275,88,0,9,28,37
 3850 | 2011-09-11 08:00:00,3,0,0,1,26.24,29.545,78,0,25,69,94
 3851 | 2011-09-11 09:00:00,3,0,0,1,27.06,31.06,74,0,59,168,227
 3852 | 2011-09-11 10:00:00,3,0,0,1,28.7,32.575,65,0,120,214,334
 3853 | 2011-09-11 11:00:00,3,0,0,1,28.7,32.575,65,0,144,258,402
 3854 | 2011-09-11 12:00:00,3,0,0,1,28.7,32.575,65,0,113,298,411
 3855 | 2011-09-11 13:00:00,3,0,0,1,30.34,34.09,58,7.0015,119,231,350
 3856 | 2011-09-11 14:00:00,3,0,0,1,29.52,33.335,58,19.0012,120,222,342
 3857 | 2011-09-11 15:00:00,3,0,0,1,30.34,33.335,51,19.9995,134,270,404
 3858 | 2011-09-11 16:00:00,3,0,0,1,29.52,33.335,51,19.9995,180,303,483
 3859 | 2011-09-11 17:00:00,3,0,0,1,29.52,33.335,51,8.9981,152,228,380
 3860 | 2011-09-11 18:00:00,3,0,0,1,27.88,31.82,65,19.9995,110,229,339
 3861 | 2011-09-11 19:00:00,3,0,0,1,26.24,30.305,69,7.0015,101,232,333
 3862 | 2011-09-11 20:00:00,3,0,0,1,25.42,29.545,73,7.0015,65,161,226
 3863 | 2011-09-11 21:00:00,3,0,0,1,26.24,30.305,69,0,45,114,159
 3864 | 2011-09-11 22:00:00,3,0,0,1,25.42,30.305,69,26.0027,21,74,95
 3865 | 2011-09-11 23:00:00,3,0,0,3,23.78,27.275,78,6.0032,12,33,45
 3866 | 2011-09-12 00:00:00,3,0,1,1,22.96,26.515,88,6.0032,5,11,16
 3867 | 2011-09-12 01:00:00,3,0,1,1,22.96,26.515,88,0,1,11,12
 3868 | 2011-09-12 02:00:00,3,0,1,1,22.96,26.515,88,0,2,0,2
 3869 | 2011-09-12 04:00:00,3,0,1,1,22.14,25.76,94,7.0015,0,4,4
 3870 | 2011-09-12 05:00:00,3,0,1,1,22.96,26.515,83,0,1,23,24
 3871 | 2011-09-12 06:00:00,3,0,1,1,22.96,26.515,83,0,1,108,109
 3872 | 2011-09-12 07:00:00,3,0,1,1,23.78,27.275,83,0,12,300,312
 3873 | 2011-09-12 08:00:00,3,0,1,1,24.6,28.79,78,6.0032,26,382,408
 3874 | 2011-09-12 09:00:00,3,0,1,1,26.24,30.305,69,0,21,155,176
 3875 | 2011-09-12 10:00:00,3,0,1,1,27.88,31.82,62,11.0014,40,89,129
 3876 | 2011-09-12 11:00:00,3,0,1,1,28.7,32.575,58,12.998,34,131,165
 3877 | 2011-09-12 12:00:00,3,0,1,1,29.52,33.335,51,12.998,37,147,184
 3878 | 2011-09-12 13:00:00,3,0,1,1,29.52,33.335,54,7.0015,43,120,163
 3879 | 2011-09-12 14:00:00,3,0,1,1,30.34,33.335,51,11.0014,60,129,189
 3880 | 2011-09-12 15:00:00,3,0,1,1,30.34,33.335,48,6.0032,60,152,212
 3881 | 2011-09-12 16:00:00,3,0,1,1,29.52,33.335,48,0,60,238,298
 3882 | 2011-09-12 17:00:00,3,0,1,1,29.52,33.335,51,11.0014,75,515,590
 3883 | 2011-09-12 18:00:00,3,0,1,1,28.7,32.575,54,12.998,56,515,571
 3884 | 2011-09-12 19:00:00,3,0,1,1,27.88,31.82,57,8.9981,63,373,436
 3885 | 2011-09-12 20:00:00,3,0,1,1,27.06,31.06,65,0,41,258,299
 3886 | 2011-09-12 21:00:00,3,0,1,1,26.24,30.305,73,6.0032,29,166,195
 3887 | 2011-09-12 22:00:00,3,0,1,1,25.42,28.79,83,11.0014,16,134,150
 3888 | 2011-09-12 23:00:00,3,0,1,1,25.42,28.79,83,7.0015,7,62,69
 3889 | 2011-09-13 00:00:00,3,0,1,1,24.6,27.275,88,7.0015,7,19,26
 3890 | 2011-09-13 01:00:00,3,0,1,1,23.78,27.275,83,7.0015,4,6,10
 3891 | 2011-09-13 02:00:00,3,0,1,1,24.6,28.79,78,0,2,0,2
 3892 | 2011-09-13 03:00:00,3,0,1,1,23.78,27.275,83,0,2,2,4
 3893 | 2011-09-13 04:00:00,3,0,1,1,22.96,26.515,88,0,2,6,8
 3894 | 2011-09-13 05:00:00,3,0,1,1,22.96,26.515,88,0,1,19,20
 3895 | 2011-09-13 06:00:00,3,0,1,1,22.96,26.515,88,7.0015,6,116,122
 3896 | 2011-09-13 07:00:00,3,0,1,1,23.78,27.275,83,6.0032,14,348,362
 3897 | 2011-09-13 08:00:00,3,0,1,1,24.6,28.03,81,7.0015,26,399,425
 3898 | 2011-09-13 09:00:00,3,0,1,1,26.24,30.305,69,6.0032,35,179,214
 3899 | 2011-09-13 10:00:00,3,0,1,1,27.88,31.82,69,8.9981,42,93,135
 3900 | 2011-09-13 11:00:00,3,0,1,1,28.7,32.575,61,11.0014,33,120,153
 3901 | 2011-09-13 12:00:00,3,0,1,1,29.52,33.335,58,15.0013,43,144,187
 3902 | 2011-09-13 13:00:00,3,0,1,1,30.34,33.335,51,19.0012,48,136,184
 3903 | 2011-09-13 14:00:00,3,0,1,1,30.34,33.335,51,22.0028,51,139,190
 3904 | 2011-09-13 15:00:00,3,0,1,1,30.34,33.335,51,19.9995,35,145,180
 3905 | 2011-09-13 16:00:00,3,0,1,1,30.34,33.335,51,15.0013,41,251,292
 3906 | 2011-09-13 17:00:00,3,0,1,1,30.34,33.335,51,15.0013,72,507,579
 3907 | 2011-09-13 18:00:00,3,0,1,1,28.7,32.575,61,11.0014,67,472,539
 3908 | 2011-09-13 19:00:00,3,0,1,1,27.88,31.82,69,11.0014,55,341,396
 3909 | 2011-09-13 20:00:00,3,0,1,1,27.06,31.06,74,12.998,31,241,272
 3910 | 2011-09-13 21:00:00,3,0,1,1,26.24,29.545,78,11.0014,45,200,245
 3911 | 2011-09-13 22:00:00,3,0,1,1,26.24,29.545,78,8.9981,24,120,144
 3912 | 2011-09-13 23:00:00,3,0,1,1,26.24,29.545,78,7.0015,15,59,74
 3913 | 2011-09-14 00:00:00,3,0,1,1,25.42,29.545,78,6.0032,5,28,33
 3914 | 2011-09-14 01:00:00,3,0,1,1,25.42,29.545,78,6.0032,1,7,8
 3915 | 2011-09-14 02:00:00,3,0,1,1,24.6,28.03,83,0,1,4,5
 3916 | 2011-09-14 03:00:00,3,0,1,1,24.6,27.275,88,8.9981,1,7,8
 3917 | 2011-09-14 04:00:00,3,0,1,1,24.6,28.03,83,6.0032,1,8,9
 3918 | 2011-09-14 05:00:00,3,0,1,1,23.78,27.275,88,7.0015,1,30,31
 3919 | 2011-09-14 06:00:00,3,0,1,1,23.78,27.275,88,7.0015,7,138,145
 3920 | 2011-09-14 07:00:00,3,0,1,1,24.6,28.03,83,7.0015,20,350,370
 3921 | 2011-09-14 08:00:00,3,0,1,1,25.42,28.79,83,11.0014,33,396,429
 3922 | 2011-09-14 09:00:00,3,0,1,1,26.24,29.545,78,11.0014,19,183,202
 3923 | 2011-09-14 10:00:00,3,0,1,1,28.7,32.575,70,8.9981,27,115,142
 3924 | 2011-09-14 11:00:00,3,0,1,1,29.52,34.09,66,11.0014,43,121,164
 3925 | 2011-09-14 12:00:00,3,0,1,1,30.34,34.09,58,15.0013,56,156,212
 3926 | 2011-09-14 13:00:00,3,0,1,1,31.16,34.85,55,16.9979,39,139,178
 3927 | 2011-09-14 14:00:00,3,0,1,1,31.98,35.605,52,15.0013,19,105,124
 3928 | 2011-09-14 15:00:00,3,0,1,1,31.98,35.605,49,16.9979,30,146,176
 3929 | 2011-09-14 16:00:00,3,0,1,1,31.16,34.85,52,19.0012,36,241,277
 3930 | 2011-09-14 17:00:00,3,0,1,1,31.16,34.85,52,19.0012,87,512,599
 3931 | 2011-09-14 18:00:00,3,0,1,1,29.52,34.09,62,11.0014,83,503,586
 3932 | 2011-09-14 19:00:00,3,0,1,2,28.7,32.575,70,7.0015,44,337,381
 3933 | 2011-09-14 20:00:00,3,0,1,2,29.52,33.335,58,27.9993,40,221,261
 3934 | 2011-09-14 21:00:00,3,0,1,2,27.06,31.06,65,15.0013,24,189,213
 3935 | 2011-09-14 22:00:00,3,0,1,2,27.06,31.06,65,8.9981,20,140,160
 3936 | 2011-09-14 23:00:00,3,0,1,2,26.24,30.305,69,7.0015,10,62,72
 3937 | 2011-09-15 00:00:00,3,0,1,1,26.24,30.305,69,8.9981,3,34,37
 3938 | 2011-09-15 01:00:00,3,0,1,1,26.24,30.305,69,11.0014,0,20,20
 3939 | 2011-09-15 02:00:00,3,0,1,1,25.42,29.545,73,7.0015,0,5,5
 3940 | 2011-09-15 03:00:00,3,0,1,1,25.42,29.545,73,6.0032,3,5,8
 3941 | 2011-09-15 04:00:00,3,0,1,1,24.6,28.79,78,7.0015,2,5,7
 3942 | 2011-09-15 05:00:00,3,0,1,1,24.6,28.79,78,0,1,30,31
 3943 | 2011-09-15 06:00:00,3,0,1,2,24.6,28.03,83,16.9979,5,119,124
 3944 | 2011-09-15 07:00:00,3,0,1,2,25.42,29.545,78,12.998,17,321,338
 3945 | 2011-09-15 08:00:00,3,0,1,1,26.24,30.305,73,8.9981,27,364,391
 3946 | 2011-09-15 09:00:00,3,0,1,2,26.24,30.305,73,23.9994,23,186,209
 3947 | 2011-09-15 10:00:00,3,0,1,2,27.06,31.06,69,16.9979,25,96,121
 3948 | 2011-09-15 11:00:00,3,0,1,2,27.88,31.82,65,8.9981,39,120,159
 3949 | 2011-09-15 12:00:00,3,0,1,2,27.06,31.06,69,19.9995,31,148,179
 3950 | 2011-09-15 13:00:00,3,0,1,2,26.24,30.305,65,19.0012,38,151,189
 3951 | 2011-09-15 14:00:00,3,0,1,2,26.24,30.305,65,27.9993,36,134,170
 3952 | 2011-09-15 15:00:00,3,0,1,2,24.6,29.545,69,27.9993,25,110,135
 3953 | 2011-09-15 16:00:00,3,0,1,2,22.14,25.76,77,31.0009,29,193,222
 3954 | 2011-09-15 17:00:00,3,0,1,3,19.68,23.485,82,31.0009,31,230,261
 3955 | 2011-09-15 18:00:00,3,0,1,3,19.68,23.485,67,40.9973,22,222,244
 3956 | 2011-09-15 19:00:00,3,0,1,1,18.86,22.725,67,31.0009,20,212,232
 3957 | 2011-09-15 20:00:00,3,0,1,1,18.86,22.725,63,22.0028,25,223,248
 3958 | 2011-09-15 21:00:00,3,0,1,1,18.86,22.725,63,22.0028,11,134,145
 3959 | 2011-09-15 22:00:00,3,0,1,1,18.04,21.97,67,19.0012,7,108,115
 3960 | 2011-09-15 23:00:00,3,0,1,1,18.04,21.97,67,15.0013,8,61,69
 3961 | 2011-09-16 00:00:00,3,0,1,1,17.22,21.21,71,15.0013,5,43,48
 3962 | 2011-09-16 01:00:00,3,0,1,1,17.22,21.21,67,12.998,7,19,26
 3963 | 2011-09-16 02:00:00,3,0,1,1,16.4,20.455,71,19.0012,3,7,10
 3964 | 2011-09-16 03:00:00,3,0,1,1,16.4,20.455,71,16.9979,2,4,6
 3965 | 2011-09-16 04:00:00,3,0,1,1,16.4,20.455,71,19.0012,1,3,4
 3966 | 2011-09-16 05:00:00,3,0,1,1,15.58,19.695,76,12.998,2,30,32
 3967 | 2011-09-16 06:00:00,3,0,1,1,15.58,19.695,71,15.0013,6,87,93
 3968 | 2011-09-16 07:00:00,3,0,1,1,16.4,20.455,71,19.0012,16,283,299
 3969 | 2011-09-16 08:00:00,3,0,1,1,17.22,21.21,67,15.0013,23,386,409
 3970 | 2011-09-16 09:00:00,3,0,1,1,18.86,22.725,55,16.9979,21,189,210
 3971 | 2011-09-16 10:00:00,3,0,1,2,20.5,24.24,51,19.0012,36,104,140
 3972 | 2011-09-16 11:00:00,3,0,1,2,20.5,24.24,51,8.9981,40,139,179
 3973 | 2011-09-16 12:00:00,3,0,1,2,21.32,25,45,0,39,212,251
 3974 | 2011-09-16 13:00:00,3,0,1,2,22.14,25.76,42,0,55,168,223
 3975 | 2011-09-16 14:00:00,3,0,1,2,22.14,25.76,45,11.0014,49,176,225
 3976 | 2011-09-16 15:00:00,3,0,1,2,22.14,25.76,45,15.0013,38,165,203
 3977 | 2011-09-16 16:00:00,3,0,1,2,21.32,25,48,11.0014,67,291,358
 3978 | 2011-09-16 17:00:00,3,0,1,2,21.32,25,48,8.9981,86,480,566
 3979 | 2011-09-16 18:00:00,3,0,1,2,21.32,25,52,11.0014,55,427,482
 3980 | 2011-09-16 19:00:00,3,0,1,2,20.5,24.24,55,11.0014,59,256,315
 3981 | 2011-09-16 20:00:00,3,0,1,2,20.5,24.24,55,0,41,184,225
 3982 | 2011-09-16 21:00:00,3,0,1,2,20.5,24.24,63,0,39,124,163
 3983 | 2011-09-16 22:00:00,3,0,1,1,19.68,23.485,67,6.0032,32,135,167
 3984 | 2011-09-16 23:00:00,3,0,1,1,20.5,24.24,59,0,20,106,126
 3985 | 2011-09-17 00:00:00,3,0,0,1,18.86,22.725,72,11.0014,28,80,108
 3986 | 2011-09-17 01:00:00,3,0,0,1,18.86,22.725,72,7.0015,28,52,80
 3987 | 2011-09-17 02:00:00,3,0,0,1,18.86,22.725,82,6.0032,18,61,79
 3988 | 2011-09-17 03:00:00,3,0,0,1,18.86,22.725,72,8.9981,7,21,28
 3989 | 2011-09-17 04:00:00,3,0,0,1,18.86,22.725,72,8.9981,1,4,5
 3990 | 2011-09-17 05:00:00,3,0,0,1,18.86,22.725,72,11.0014,2,3,5
 3991 | 2011-09-17 06:00:00,3,0,0,2,18.86,22.725,72,15.0013,5,17,22
 3992 | 2011-09-17 07:00:00,3,0,0,2,18.86,22.725,77,12.998,4,33,37
 3993 | 2011-09-17 08:00:00,3,0,0,2,18.86,22.725,77,16.9979,27,81,108
 3994 | 2011-09-17 09:00:00,3,0,0,2,19.68,23.485,67,15.0013,32,145,177
 3995 | 2011-09-17 10:00:00,3,0,0,2,20.5,24.24,68,19.0012,72,177,249
 3996 | 2011-09-17 11:00:00,3,0,0,2,21.32,25,68,15.0013,119,248,367
 3997 | 2011-09-17 12:00:00,3,0,0,2,21.32,25,67,15.0013,115,257,372
 3998 | 2011-09-17 13:00:00,3,0,0,2,21.32,25,68,12.998,124,225,349
 3999 | 2011-09-17 14:00:00,3,0,0,2,21.32,25,72,12.998,123,174,297
 4000 | 2011-09-17 15:00:00,3,0,0,2,21.32,25,72,12.998,148,206,354
 4001 | 2011-09-17 16:00:00,3,0,0,1,22.14,25.76,68,16.9979,116,189,305
 4002 | 2011-09-17 17:00:00,3,0,0,1,21.32,25,72,15.0013,141,218,359
 4003 | 2011-09-17 18:00:00,3,0,0,2,21.32,25,72,15.0013,95,234,329
 4004 | 2011-09-17 19:00:00,3,0,0,1,21.32,25,68,8.9981,70,186,256
 4005 | 2011-09-17 20:00:00,3,0,0,1,21.32,25,68,8.9981,43,133,176
 4006 | 2011-09-17 21:00:00,3,0,0,2,20.5,24.24,72,12.998,49,121,170
 4007 | 2011-09-17 22:00:00,3,0,0,1,20.5,24.24,72,15.0013,31,112,143
 4008 | 2011-09-17 23:00:00,3,0,0,1,18.86,22.725,82,11.0014,36,100,136
 4009 | 2011-09-18 00:00:00,3,0,0,1,18.86,22.725,77,15.0013,24,88,112
 4010 | 2011-09-18 01:00:00,3,0,0,1,18.86,22.725,77,15.0013,13,66,79
 4011 | 2011-09-18 02:00:00,3,0,0,1,18.04,21.97,82,16.9979,21,68,89
 4012 | 2011-09-18 03:00:00,3,0,0,1,18.04,21.97,82,12.998,11,25,36
 4013 | 2011-09-18 04:00:00,3,0,0,1,18.04,21.97,77,15.0013,1,0,1
 4014 | 2011-09-18 05:00:00,3,0,0,1,18.04,21.97,77,15.0013,1,5,6
 4015 | 2011-09-18 06:00:00,3,0,0,1,18.04,21.97,77,16.9979,2,10,12
 4016 | 2011-09-18 07:00:00,3,0,0,1,18.86,22.725,72,15.0013,15,29,44
 4017 | 2011-09-18 08:00:00,3,0,0,1,18.86,22.725,72,16.9979,16,53,69
 4018 | 2011-09-18 09:00:00,3,0,0,1,19.68,23.485,67,16.9979,46,94,140
 4019 | 2011-09-18 10:00:00,3,0,0,1,20.5,24.24,72,11.0014,82,178,260
 4020 | 2011-09-18 11:00:00,3,0,0,1,21.32,25,68,15.0013,116,201,317
 4021 | 2011-09-18 12:00:00,3,0,0,1,22.14,25.76,64,8.9981,135,229,364
 4022 | 2011-09-18 13:00:00,3,0,0,1,22.96,26.515,60,8.9981,162,214,376
 4023 | 2011-09-18 14:00:00,3,0,0,2,23.78,27.275,56,8.9981,127,184,311
 4024 | 2011-09-18 15:00:00,3,0,0,2,23.78,27.275,60,8.9981,132,233,365
 4025 | 2011-09-18 16:00:00,3,0,0,2,22.96,26.515,64,11.0014,134,235,369
 4026 | 2011-09-18 17:00:00,3,0,0,2,22.96,26.515,64,12.998,95,230,325
 4027 | 2011-09-18 18:00:00,3,0,0,2,22.96,26.515,60,7.0015,66,223,289
 4028 | 2011-09-18 19:00:00,3,0,0,2,22.14,25.76,68,7.0015,54,191,245
 4029 | 2011-09-18 20:00:00,3,0,0,2,22.14,25.76,68,6.0032,44,136,180
 4030 | 2011-09-18 21:00:00,3,0,0,2,22.14,25.76,68,6.0032,37,110,147
 4031 | 2011-09-18 22:00:00,3,0,0,2,22.14,25.76,68,6.0032,9,75,84
 4032 | 2011-09-18 23:00:00,3,0,0,1,22.14,25.76,68,12.998,10,44,54
 4033 | 2011-09-19 00:00:00,3,0,1,2,21.32,25,72,11.0014,14,23,37
 4034 | 2011-09-19 01:00:00,3,0,1,2,21.32,25,72,7.0015,3,7,10
 4035 | 2011-09-19 02:00:00,3,0,1,2,21.32,25,72,8.9981,6,7,13
 4036 | 2011-09-19 03:00:00,3,0,1,2,20.5,24.24,77,8.9981,1,4,5
 4037 | 2011-09-19 04:00:00,3,0,1,2,20.5,24.24,77,11.0014,2,6,8
 4038 | 2011-09-19 05:00:00,3,0,1,2,20.5,24.24,77,12.998,2,26,28
 4039 | 2011-09-19 06:00:00,3,0,1,1,20.5,24.24,77,15.0013,6,107,113
 4040 | 2011-09-19 07:00:00,3,0,1,2,20.5,24.24,82,15.0013,20,312,332
 4041 | 2011-09-19 08:00:00,3,0,1,2,21.32,25,77,8.9981,29,391,420
 4042 | 2011-09-19 09:00:00,3,0,1,2,22.14,25.76,68,11.0014,32,183,215
 4043 | 2011-09-19 10:00:00,3,0,1,2,22.96,26.515,64,8.9981,21,84,105
 4044 | 2011-09-19 11:00:00,3,0,1,2,23.78,27.275,64,11.0014,41,98,139
 4045 | 2011-09-19 12:00:00,3,0,1,2,23.78,27.275,60,6.0032,51,138,189
 4046 | 2011-09-19 13:00:00,3,0,1,2,24.6,30.305,60,0,53,124,177
 4047 | 2011-09-19 14:00:00,3,0,1,2,24.6,30.305,60,12.998,45,143,188
 4048 | 2011-09-19 15:00:00,3,0,1,2,24.6,30.305,60,15.0013,44,143,187
 4049 | 2011-09-19 16:00:00,3,0,1,2,24.6,30.305,60,11.0014,55,208,263
 4050 | 2011-09-19 17:00:00,3,0,1,2,23.78,27.275,64,8.9981,85,483,568
 4051 | 2011-09-19 18:00:00,3,0,1,2,22.96,26.515,68,8.9981,56,484,540
 4052 | 2011-09-19 19:00:00,3,0,1,2,22.96,26.515,68,7.0015,41,333,374
 4053 | 2011-09-19 20:00:00,3,0,1,2,22.96,26.515,68,8.9981,27,204,231
 4054 | 2011-09-19 21:00:00,3,0,1,2,22.96,26.515,68,11.0014,19,181,200
 4055 | 2011-09-19 22:00:00,3,0,1,2,22.96,26.515,68,11.0014,25,104,129
 4056 | 2011-09-19 23:00:00,3,0,1,2,22.96,26.515,73,12.998,13,55,68
 4057 | 2011-10-01 00:00:00,4,0,0,1,20.5,24.24,63,26.0027,24,106,130
 4058 | 2011-10-01 01:00:00,4,0,0,1,19.68,23.485,67,22.0028,11,47,58
 4059 | 2011-10-01 02:00:00,4,0,0,1,18.86,22.725,63,27.9993,21,46,67
 4060 | 2011-10-01 03:00:00,4,0,0,1,18.86,22.725,59,27.9993,8,17,25
 4061 | 2011-10-01 04:00:00,4,0,0,1,18.04,21.97,58,27.9993,2,6,8
 4062 | 2011-10-01 05:00:00,4,0,0,2,18.04,21.97,62,19.9995,1,4,5
 4063 | 2011-10-01 06:00:00,4,0,0,1,17.22,21.21,67,22.0028,4,15,19
 4064 | 2011-10-01 07:00:00,4,0,0,3,17.22,21.21,67,16.9979,6,30,36
 4065 | 2011-10-01 08:00:00,4,0,0,2,16.4,20.455,76,22.0028,9,58,67
 4066 | 2011-10-01 09:00:00,4,0,0,3,16.4,20.455,82,23.9994,17,112,129
 4067 | 2011-10-01 10:00:00,4,0,0,3,16.4,20.455,76,23.9994,21,100,121
 4068 | 2011-10-01 11:00:00,4,0,0,3,15.58,19.695,82,22.0028,30,102,132
 4069 | 2011-10-01 12:00:00,4,0,0,2,16.4,20.455,82,16.9979,28,130,158
 4070 | 2011-10-01 13:00:00,4,0,0,2,16.4,20.455,82,22.0028,27,98,125
 4071 | 2011-10-01 14:00:00,4,0,0,2,17.22,21.21,71,23.9994,33,147,180
 4072 | 2011-10-01 15:00:00,4,0,0,2,17.22,21.21,71,19.0012,41,154,195
 4073 | 2011-10-01 16:00:00,4,0,0,2,16.4,20.455,76,19.9995,58,165,223
 4074 | 2011-10-01 17:00:00,4,0,0,3,16.4,20.455,76,12.998,58,170,228
 4075 | 2011-10-01 18:00:00,4,0,0,3,15.58,19.695,87,15.0013,23,117,140
 4076 | 2011-10-01 19:00:00,4,0,0,2,15.58,19.695,82,12.998,27,99,126
 4077 | 2011-10-01 20:00:00,4,0,0,3,14.76,18.18,87,7.0015,8,58,66
 4078 | 2011-10-01 21:00:00,4,0,0,3,14.76,18.18,87,7.0015,3,53,56
 4079 | 2011-10-01 22:00:00,4,0,0,2,14.76,17.425,93,15.0013,12,58,70
 4080 | 2011-10-01 23:00:00,4,0,0,3,14.76,17.425,93,15.0013,8,57,65
 4081 | 2011-10-02 00:00:00,4,0,0,3,14.76,16.665,93,19.9995,4,43,47
 4082 | 2011-10-02 01:00:00,4,0,0,3,13.94,15.91,87,16.9979,1,23,24
 4083 | 2011-10-02 02:00:00,4,0,0,3,13.94,15.15,87,19.9995,3,27,30
 4084 | 2011-10-02 03:00:00,4,0,0,3,13.94,15.91,87,19.0012,4,5,9
 4085 | 2011-10-02 04:00:00,4,0,0,2,13.94,15.91,87,16.9979,4,3,7
 4086 | 2011-10-02 05:00:00,4,0,0,1,13.12,15.15,87,19.0012,0,7,7
 4087 | 2011-10-02 06:00:00,4,0,0,1,13.12,15.91,81,11.0014,2,13,15
 4088 | 2011-10-02 07:00:00,4,0,0,1,13.94,16.665,76,12.998,5,24,29
 4089 | 2011-10-02 08:00:00,4,0,0,2,13.94,16.665,76,12.998,14,50,64
 4090 | 2011-10-02 09:00:00,4,0,0,1,14.76,16.665,76,23.9994,19,96,115
 4091 | 2011-10-02 10:00:00,4,0,0,2,14.76,16.665,71,19.0012,60,188,248
 4092 | 2011-10-02 11:00:00,4,0,0,2,15.58,19.695,66,16.9979,74,218,292
 4093 | 2011-10-02 12:00:00,4,0,0,2,16.4,20.455,62,12.998,78,243,321
 4094 | 2011-10-02 13:00:00,4,0,0,3,16.4,20.455,62,15.0013,84,224,308
 4095 | 2011-10-02 14:00:00,4,0,0,3,14.76,17.425,81,11.0014,61,195,256
 4096 | 2011-10-02 15:00:00,4,0,0,3,14.76,16.665,81,16.9979,29,144,173
 4097 | 2011-10-02 16:00:00,4,0,0,3,14.76,17.425,87,12.998,44,162,206
 4098 | 2011-10-02 17:00:00,4,0,0,3,14.76,17.425,87,11.0014,32,135,167
 4099 | 2011-10-02 18:00:00,4,0,0,2,14.76,17.425,81,12.998,16,158,174
 4100 | 2011-10-02 19:00:00,4,0,0,2,15.58,19.695,76,11.0014,34,128,162
 4101 | 2011-10-02 20:00:00,4,0,0,2,14.76,16.665,76,16.9979,16,71,87
 4102 | 2011-10-02 21:00:00,4,0,0,1,14.76,17.425,71,15.0013,17,71,88
 4103 | 2011-10-02 22:00:00,4,0,0,3,14.76,18.18,81,6.0032,9,55,64
 4104 | 2011-10-02 23:00:00,4,0,0,1,14.76,18.18,81,6.0032,6,19,25
 4105 | 2011-10-03 00:00:00,4,0,1,1,13.94,17.425,87,7.0015,3,13,16
 4106 | 2011-10-03 01:00:00,4,0,1,1,14.76,18.18,81,6.0032,1,5,6
 4107 | 2011-10-03 02:00:00,4,0,1,1,14.76,18.18,76,7.0015,0,4,4
 4108 | 2011-10-03 03:00:00,4,0,1,1,14.76,18.94,81,0,1,6,7
 4109 | 2011-10-03 04:00:00,4,0,1,1,13.94,17.425,87,7.0015,2,6,8
 4110 | 2011-10-03 05:00:00,4,0,1,2,14.76,18.18,76,7.0015,4,17,21
 4111 | 2011-10-03 06:00:00,4,0,1,2,14.76,18.94,71,0,3,91,94
 4112 | 2011-10-03 07:00:00,4,0,1,2,14.76,17.425,71,8.9981,8,241,249
 4113 | 2011-10-03 08:00:00,4,0,1,2,14.76,18.18,71,7.0015,13,359,372
 4114 | 2011-10-03 09:00:00,4,0,1,2,16.4,20.455,66,6.0032,12,141,153
 4115 | 2011-10-03 10:00:00,4,0,1,2,16.4,20.455,66,7.0015,19,82,101
 4116 | 2011-10-03 11:00:00,4,0,1,2,16.4,20.455,71,15.0013,26,100,126
 4117 | 2011-10-03 12:00:00,4,0,1,2,16.4,20.455,71,8.9981,29,118,147
 4118 | 2011-10-03 13:00:00,4,0,1,3,17.22,21.21,67,11.0014,16,102,118
 4119 | 2011-10-03 14:00:00,4,0,1,3,16.4,20.455,76,0,26,94,120
 4120 | 2011-10-03 15:00:00,4,0,1,3,16.4,20.455,76,0,22,79,101
 4121 | 2011-10-03 16:00:00,4,0,1,2,16.4,20.455,76,7.0015,16,202,218
 4122 | 2011-10-03 17:00:00,4,0,1,2,16.4,20.455,76,11.0014,40,455,495
 4123 | 2011-10-03 18:00:00,4,0,1,2,16.4,20.455,76,11.0014,28,384,412
 4124 | 2011-10-03 19:00:00,4,0,1,1,16.4,20.455,76,0,15,300,315
 4125 | 2011-10-03 20:00:00,4,0,1,3,16.4,20.455,82,0,13,191,204
 4126 | 2011-10-03 21:00:00,4,0,1,2,16.4,20.455,82,0,10,128,138
 4127 | 2011-10-03 22:00:00,4,0,1,2,16.4,20.455,82,0,12,79,91
 4128 | 2011-10-03 23:00:00,4,0,1,2,16.4,20.455,82,7.0015,11,43,54
 4129 | 2011-10-04 00:00:00,4,0,1,2,16.4,20.455,87,6.0032,5,22,27
 4130 | 2011-10-04 01:00:00,4,0,1,2,16.4,20.455,87,7.0015,1,8,9
 4131 | 2011-10-04 02:00:00,4,0,1,2,16.4,20.455,87,0,1,2,3
 4132 | 2011-10-04 03:00:00,4,0,1,1,16.4,20.455,82,7.0015,3,3,6
 4133 | 2011-10-04 04:00:00,4,0,1,1,16.4,20.455,82,6.0032,3,4,7
 4134 | 2011-10-04 05:00:00,4,0,1,1,16.4,20.455,82,8.9981,2,25,27
 4135 | 2011-10-04 06:00:00,4,0,1,1,16.4,20.455,82,7.0015,3,109,112
 4136 | 2011-10-04 07:00:00,4,0,1,1,17.22,21.21,82,19.0012,11,298,309
 4137 | 2011-10-04 08:00:00,4,0,1,1,18.04,21.97,77,15.0013,28,372,400
 4138 | 2011-10-04 09:00:00,4,0,1,1,18.86,22.725,67,16.9979,19,168,187
 4139 | 2011-10-04 10:00:00,4,0,1,1,19.68,23.485,67,19.0012,19,107,126
 4140 | 2011-10-04 11:00:00,4,0,1,1,22.14,25.76,64,19.0012,22,102,124
 4141 | 2011-10-04 12:00:00,4,0,1,1,22.96,26.515,56,19.9995,39,160,199
 4142 | 2011-10-04 13:00:00,4,0,1,1,22.96,26.515,56,19.9995,20,153,173
 4143 | 2011-10-04 14:00:00,4,0,1,1,23.78,27.275,53,16.9979,27,156,183
 4144 | 2011-10-04 15:00:00,4,0,1,1,23.78,27.275,56,19.0012,28,166,194
 4145 | 2011-10-04 16:00:00,4,0,1,1,23.78,27.275,56,22.0028,36,273,309
 4146 | 2011-10-04 17:00:00,4,0,1,1,22.96,26.515,60,26.0027,55,530,585
 4147 | 2011-10-04 18:00:00,4,0,1,1,22.14,25.76,64,19.0012,68,456,524
 4148 | 2011-10-04 19:00:00,4,0,1,1,21.32,25,68,15.0013,35,310,345
 4149 | 2011-10-04 20:00:00,4,0,1,1,21.32,25,68,15.0013,25,236,261
 4150 | 2011-10-04 21:00:00,4,0,1,1,20.5,24.24,72,8.9981,22,144,166
 4151 | 2011-10-04 22:00:00,4,0,1,1,20.5,24.24,72,8.9981,8,106,114
 4152 | 2011-10-04 23:00:00,4,0,1,1,19.68,23.485,77,8.9981,6,60,66
 4153 | 2011-10-05 00:00:00,4,0,1,1,19.68,23.485,77,8.9981,7,36,43
 4154 | 2011-10-05 01:00:00,4,0,1,1,19.68,23.485,77,11.0014,4,7,11
 4155 | 2011-10-05 02:00:00,4,0,1,1,18.86,22.725,82,11.0014,1,2,3
 4156 | 2011-10-05 03:00:00,4,0,1,1,18.86,22.725,82,7.0015,1,5,6
 4157 | 2011-10-05 04:00:00,4,0,1,1,18.04,21.97,88,0,1,4,5
 4158 | 2011-10-05 05:00:00,4,0,1,1,18.04,21.97,82,8.9981,3,29,32
 4159 | 2011-10-05 06:00:00,4,0,1,1,18.04,21.97,82,7.0015,5,112,117
 4160 | 2011-10-05 07:00:00,4,0,1,1,18.86,22.725,77,7.0015,9,292,301
 4161 | 2011-10-05 08:00:00,4,0,1,1,21.32,25,63,0,26,441,467
 4162 | 2011-10-05 09:00:00,4,0,1,1,22.14,25.76,60,19.9995,32,187,219
 4163 | 2011-10-05 10:00:00,4,0,1,1,22.96,26.515,56,26.0027,30,103,133
 4164 | 2011-10-05 11:00:00,4,0,1,1,24.6,31.06,46,19.0012,32,138,170
 4165 | 2011-10-05 12:00:00,4,0,1,1,25.42,31.06,43,22.0028,34,180,214
 4166 | 2011-10-05 13:00:00,4,0,1,1,26.24,31.06,41,15.0013,30,189,219
 4167 | 2011-10-05 14:00:00,4,0,1,1,26.24,31.06,41,19.0012,34,156,190
 4168 | 2011-10-05 15:00:00,4,0,1,1,26.24,31.06,47,19.0012,35,147,182
 4169 | 2011-10-05 16:00:00,4,0,1,1,26.24,31.06,47,22.0028,37,245,282
 4170 | 2011-10-05 17:00:00,4,0,1,1,26.24,31.06,47,16.9979,66,525,591
 4171 | 2011-10-05 18:00:00,4,0,1,1,24.6,31.06,53,11.0014,57,536,593
 4172 | 2011-10-05 19:00:00,4,0,1,1,23.78,27.275,56,8.9981,40,334,374
 4173 | 2011-10-05 20:00:00,4,0,1,1,21.32,25,77,11.0014,18,228,246
 4174 | 2011-10-05 21:00:00,4,0,1,1,20.5,24.24,82,7.0015,28,173,201
 4175 | 2011-10-05 22:00:00,4,0,1,1,21.32,25,72,0,20,134,154
 4176 | 2011-10-05 23:00:00,4,0,1,1,20.5,24.24,77,7.0015,9,64,73
 4177 | 2011-10-06 00:00:00,4,0,1,1,20.5,24.24,72,12.998,6,34,40
 4178 | 2011-10-06 01:00:00,4,0,1,1,19.68,23.485,63,12.998,5,17,22
 4179 | 2011-10-06 02:00:00,4,0,1,1,18.86,22.725,67,12.998,2,8,10
 4180 | 2011-10-06 03:00:00,4,0,1,1,18.04,21.97,67,15.0013,1,4,5
 4181 | 2011-10-06 04:00:00,4,0,1,1,18.04,21.97,62,19.0012,0,5,5
 4182 | 2011-10-06 05:00:00,4,0,1,1,17.22,21.21,62,12.998,0,24,24
 4183 | 2011-10-06 06:00:00,4,0,1,1,16.4,20.455,66,12.998,4,110,114
 4184 | 2011-10-06 07:00:00,4,0,1,1,17.22,21.21,62,12.998,15,287,302
 4185 | 2011-10-06 08:00:00,4,0,1,1,18.04,21.97,62,11.0014,20,437,457
 4186 | 2011-10-06 09:00:00,4,0,1,1,18.86,22.725,63,12.998,20,188,208
 4187 | 2011-10-06 10:00:00,4,0,1,1,21.32,25,52,0,24,105,129
 4188 | 2011-10-06 11:00:00,4,0,1,1,22.14,25.76,49,0,29,115,144
 4189 | 2011-10-06 12:00:00,4,0,1,1,22.96,26.515,49,6.0032,46,180,226
 4190 | 2011-10-06 13:00:00,4,0,1,1,22.96,26.515,46,6.0032,33,158,191
 4191 | 2011-10-06 14:00:00,4,0,1,1,23.78,27.275,43,6.0032,56,139,195
 4192 | 2011-10-06 15:00:00,4,0,1,1,23.78,27.275,46,8.9981,62,157,219
 4193 | 2011-10-06 16:00:00,4,0,1,1,23.78,27.275,49,12.998,51,272,323
 4194 | 2011-10-06 17:00:00,4,0,1,1,22.96,26.515,52,8.9981,63,505,568
 4195 | 2011-10-06 18:00:00,4,0,1,1,22.14,25.76,64,6.0032,59,479,538
 4196 | 2011-10-06 19:00:00,4,0,1,1,21.32,25,59,7.0015,38,305,343
 4197 | 2011-10-06 20:00:00,4,0,1,1,20.5,24.24,77,7.0015,29,231,260
 4198 | 2011-10-06 21:00:00,4,0,1,1,18.86,22.725,88,6.0032,34,161,195
 4199 | 2011-10-06 22:00:00,4,0,1,1,18.86,22.725,82,0,24,124,148
 4200 | 2011-10-06 23:00:00,4,0,1,1,18.04,21.97,88,6.0032,18,81,99
 4201 | 2011-10-07 00:00:00,4,0,1,1,18.04,21.97,88,0,19,48,67
 4202 | 2011-10-07 01:00:00,4,0,1,1,18.04,21.97,88,0,3,25,28
 4203 | 2011-10-07 02:00:00,4,0,1,1,17.22,21.21,88,0,0,5,5
 4204 | 2011-10-07 03:00:00,4,0,1,1,16.4,20.455,87,0,1,9,10
 4205 | 2011-10-07 04:00:00,4,0,1,1,16.4,20.455,87,7.0015,0,5,5
 4206 | 2011-10-07 05:00:00,4,0,1,1,17.22,21.21,82,0,3,24,27
 4207 | 2011-10-07 06:00:00,4,0,1,1,17.22,21.21,88,0,3,84,87
 4208 | 2011-10-07 07:00:00,4,0,1,1,17.22,21.21,94,0,5,237,242
 4209 | 2011-10-07 08:00:00,4,0,1,1,18.86,22.725,82,0,31,386,417
 4210 | 2011-10-07 09:00:00,4,0,1,1,19.68,23.485,77,0,34,207,241
 4211 | 2011-10-07 10:00:00,4,0,1,1,21.32,25,68,6.0032,48,126,174
 4212 | 2011-10-07 11:00:00,4,0,1,1,22.96,26.515,63,0,80,150,230
 4213 | 2011-10-07 12:00:00,4,0,1,1,24.6,31.06,53,0,61,174,235
 4214 | 2011-10-07 13:00:00,4,0,1,1,24.6,31.06,46,0,95,210,305
 4215 | 2011-10-07 14:00:00,4,0,1,1,25.42,31.06,50,0,77,179,256
 4216 | 2011-10-07 15:00:00,4,0,1,1,27.06,31.06,41,0,68,202,270
 4217 | 2011-10-07 16:00:00,4,0,1,1,26.24,31.06,44,0,73,346,419
 4218 | 2011-10-07 17:00:00,4,0,1,1,24.6,31.06,56,16.9979,101,462,563
 4219 | 2011-10-07 18:00:00,4,0,1,1,22.96,26.515,60,6.0032,94,371,465
 4220 | 2011-10-07 19:00:00,4,0,1,1,22.96,26.515,52,0,51,243,294
 4221 | 2011-10-07 20:00:00,4,0,1,1,22.14,25.76,49,0,30,167,197
 4222 | 2011-10-07 21:00:00,4,0,1,1,20.5,24.24,68,0,22,144,166
 4223 | 2011-10-07 22:00:00,4,0,1,1,20.5,24.24,68,0,27,119,146
 4224 | 2011-10-07 23:00:00,4,0,1,1,20.5,24.24,63,0,23,113,136
 4225 | 2011-10-08 00:00:00,4,0,0,1,19.68,23.485,72,0,17,72,89
 4226 | 2011-10-08 01:00:00,4,0,0,1,18.86,22.725,82,0,14,51,65
 4227 | 2011-10-08 02:00:00,4,0,0,1,18.86,22.725,82,0,4,41,45
 4228 | 2011-10-08 03:00:00,4,0,0,1,18.04,21.97,88,0,4,16,20
 4229 | 2011-10-08 04:00:00,4,0,0,1,17.22,21.21,94,8.9981,3,7,10
 4230 | 2011-10-08 05:00:00,4,0,0,1,17.22,21.21,88,7.0015,1,7,8
 4231 | 2011-10-08 06:00:00,4,0,0,1,17.22,21.21,94,0,6,16,22
 4232 | 2011-10-08 07:00:00,4,0,0,1,17.22,21.21,94,6.0032,27,46,73
 4233 | 2011-10-08 08:00:00,4,0,0,1,18.86,22.725,82,0,14,89,103
 4234 | 2011-10-08 09:00:00,4,0,0,1,20.5,24.24,77,0,54,163,217
 4235 | 2011-10-08 10:00:00,4,0,0,1,21.32,25,77,0,120,217,337
 4236 | 2011-10-08 11:00:00,4,0,0,1,23.78,27.275,56,0,176,221,397
 4237 | 2011-10-08 12:00:00,4,0,0,1,25.42,31.06,35,0,191,255,446
 4238 | 2011-10-08 13:00:00,4,0,0,1,25.42,31.06,46,7.0015,256,229,485
 4239 | 2011-10-08 14:00:00,4,0,0,1,25.42,31.06,50,6.0032,251,214,465
 4240 | 2011-10-08 15:00:00,4,0,0,1,27.06,31.06,39,0,262,234,496
 4241 | 2011-10-08 16:00:00,4,0,0,1,26.24,31.06,44,6.0032,221,230,451
 4242 | 2011-10-08 17:00:00,4,0,0,1,25.42,31.06,50,8.9981,174,219,393
 4243 | 2011-10-08 18:00:00,4,0,0,1,24.6,31.06,46,7.0015,135,224,359
 4244 | 2011-10-08 19:00:00,4,0,0,1,22.14,25.76,68,8.9981,76,172,248
 4245 | 2011-10-08 20:00:00,4,0,0,1,21.32,25,77,7.0015,78,124,202
 4246 | 2011-10-08 21:00:00,4,0,0,1,21.32,25,77,0,54,133,187
 4247 | 2011-10-08 22:00:00,4,0,0,1,20.5,24.24,77,0,45,104,149
 4248 | 2011-10-08 23:00:00,4,0,0,1,19.68,23.485,88,0,52,90,142
 4249 | 2011-10-09 00:00:00,4,0,0,1,18.86,22.725,88,6.0032,46,83,129
 4250 | 2011-10-09 01:00:00,4,0,0,1,18.86,22.725,88,0,15,63,78
 4251 | 2011-10-09 02:00:00,4,0,0,1,18.86,22.725,88,0,20,35,55
 4252 | 2011-10-09 03:00:00,4,0,0,1,18.04,21.97,88,0,10,20,30
 4253 | 2011-10-09 04:00:00,4,0,0,1,18.04,21.97,88,0,7,7,14
 4254 | 2011-10-09 05:00:00,4,0,0,1,18.04,21.97,88,0,1,14,15
 4255 | 2011-10-09 06:00:00,4,0,0,1,18.04,21.97,88,0,7,14,21
 4256 | 2011-10-09 07:00:00,4,0,0,1,18.04,21.97,86,0,18,26,44
 4257 | 2011-10-09 08:00:00,4,0,0,1,18.86,22.725,88,0,25,82,107
 4258 | 2011-10-09 09:00:00,4,0,0,1,20.5,24.24,77,0,66,119,185
 4259 | 2011-10-09 10:00:00,4,0,0,1,22.96,26.515,68,6.0032,155,210,365
 4260 | 2011-10-09 11:00:00,4,0,0,1,25.42,31.06,53,6.0032,189,234,423
 4261 | 2011-10-09 12:00:00,4,0,0,1,26.24,31.06,44,6.0032,212,243,455
 4262 | 2011-10-09 13:00:00,4,0,0,1,27.06,31.06,44,6.0032,225,193,418
 4263 | 2011-10-09 14:00:00,4,0,0,1,27.88,31.82,47,11.0014,272,228,500
 4264 | 2011-10-09 15:00:00,4,0,0,1,27.88,31.82,51,11.0014,198,209,407
 4265 | 2011-10-09 16:00:00,4,0,0,1,27.06,31.06,50,8.9981,223,247,470
 4266 | 2011-10-09 17:00:00,4,0,0,1,25.42,30.305,61,7.0015,208,230,438
 4267 | 2011-10-09 18:00:00,4,0,0,1,26.24,31.06,50,7.0015,186,228,414
 4268 | 2011-10-09 19:00:00,4,0,0,1,22.96,26.515,73,6.0032,116,186,302
 4269 | 2011-10-09 20:00:00,4,0,0,1,22.96,26.515,73,7.0015,59,134,193
 4270 | 2011-10-09 21:00:00,4,0,0,1,22.14,25.76,83,7.0015,53,120,173
 4271 | 2011-10-09 22:00:00,4,0,0,2,21.32,25,94,0,48,104,152
 4272 | 2011-10-09 23:00:00,4,0,0,1,20.5,24.24,88,7.0015,38,85,123
 4273 | 2011-10-10 00:00:00,4,1,0,1,20.5,24.24,94,0,11,42,53
 4274 | 2011-10-10 01:00:00,4,1,0,1,19.68,23.485,88,0,4,30,34
 4275 | 2011-10-10 02:00:00,4,1,0,1,19.68,23.485,88,0,4,15,19
 4276 | 2011-10-10 03:00:00,4,1,0,1,18.86,22.725,88,0,2,9,11
 4277 | 2011-10-10 04:00:00,4,1,0,1,18.86,22.725,94,0,2,4,6
 4278 | 2011-10-10 05:00:00,4,1,0,1,18.86,22.725,94,0,2,19,21
 4279 | 2011-10-10 06:00:00,4,1,0,1,18.04,21.97,94,0,5,39,44
 4280 | 2011-10-10 07:00:00,4,1,0,1,18.86,22.725,88,0,12,102,114
 4281 | 2011-10-10 08:00:00,4,1,0,1,21.32,25,83,0,27,227,254
 4282 | 2011-10-10 09:00:00,4,1,0,1,22.14,25.76,77,0,58,161,219
 4283 | 2011-10-10 10:00:00,4,1,0,1,22.96,26.515,73,11.0014,107,158,265
 4284 | 2011-10-10 11:00:00,4,1,0,1,25.42,30.305,69,6.0032,139,183,322
 4285 | 2011-10-10 12:00:00,4,1,0,2,28.7,32.575,48,6.0032,164,201,365
 4286 | 2011-10-10 13:00:00,4,1,0,1,29.52,32.575,37,0,146,219,365
 4287 | 2011-10-10 14:00:00,4,1,0,1,30.34,32.575,37,0,147,223,370
 4288 | 2011-10-10 15:00:00,4,1,0,2,29.52,32.575,42,7.0015,130,254,384
 4289 | 2011-10-10 16:00:00,4,1,0,2,28.7,31.82,45,6.0032,154,248,402
 4290 | 2011-10-10 17:00:00,4,1,0,2,27.06,31.06,54,7.0015,125,334,459
 4291 | 2011-10-10 18:00:00,4,1,0,2,26.24,31.06,53,0,108,365,473
 4292 | 2011-10-10 19:00:00,4,1,0,2,23.78,27.275,78,6.0032,69,267,336
 4293 | 2011-10-10 20:00:00,4,1,0,1,24.6,29.545,73,0,37,188,225
 4294 | 2011-10-10 21:00:00,4,1,0,1,22.96,26.515,88,6.0032,27,148,175
 4295 | 2011-10-10 22:00:00,4,1,0,1,22.96,26.515,88,6.0032,22,104,126
 4296 | 2011-10-10 23:00:00,4,1,0,2,22.14,25.76,88,7.0015,12,63,75
 4297 | 2011-10-11 00:00:00,4,0,1,2,22.14,25.76,88,0,14,16,30
 4298 | 2011-10-11 01:00:00,4,0,1,2,21.32,25,94,6.0032,2,9,11
 4299 | 2011-10-11 02:00:00,4,0,1,2,21.32,25,94,8.9981,1,4,5
 4300 | 2011-10-11 03:00:00,4,0,1,2,21.32,25,88,7.0015,2,1,3
 4301 | 2011-10-11 04:00:00,4,0,1,2,21.32,25,88,8.9981,0,5,5
 4302 | 2011-10-11 05:00:00,4,0,1,2,21.32,25,88,0,0,20,20
 4303 | 2011-10-11 06:00:00,4,0,1,1,21.32,25,83,6.0032,9,114,123
 4304 | 2011-10-11 07:00:00,4,0,1,2,21.32,25,88,6.0032,19,333,352
 4305 | 2011-10-11 08:00:00,4,0,1,2,22.96,26.515,83,7.0015,31,375,406
 4306 | 2011-10-11 09:00:00,4,0,1,2,24.6,29.545,69,0,40,195,235
 4307 | 2011-10-11 10:00:00,4,0,1,2,24.6,29.545,69,8.9981,38,111,149
 4308 | 2011-10-11 11:00:00,4,0,1,2,24.6,29.545,73,11.0014,31,92,123
 4309 | 2011-10-11 12:00:00,4,0,1,2,24.6,29.545,73,11.0014,51,130,181
 4310 | 2011-10-11 13:00:00,4,0,1,2,24.6,29.545,73,12.998,42,138,180
 4311 | 2011-10-11 14:00:00,4,0,1,3,24.6,29.545,73,7.0015,54,117,171
 4312 | 2011-10-11 15:00:00,4,0,1,2,24.6,28.79,78,11.0014,36,139,175
 4313 | 2011-10-11 16:00:00,4,0,1,2,24.6,29.545,73,11.0014,63,257,320
 4314 | 2011-10-11 17:00:00,4,0,1,2,24.6,28.79,78,16.9979,70,534,604
 4315 | 2011-10-11 18:00:00,4,0,1,2,24.6,28.79,78,15.0013,46,493,539
 4316 | 2011-10-11 19:00:00,4,0,1,2,23.78,27.275,83,15.0013,33,285,318
 4317 | 2011-10-11 20:00:00,4,0,1,2,23.78,27.275,83,15.0013,31,203,234
 4318 | 2011-10-11 21:00:00,4,0,1,2,23.78,27.275,78,12.998,17,158,175
 4319 | 2011-10-11 22:00:00,4,0,1,2,22.96,26.515,83,12.998,27,120,147
 4320 | 2011-10-11 23:00:00,4,0,1,2,22.96,26.515,83,19.0012,10,47,57
 4321 | 2011-10-12 00:00:00,4,0,1,2,22.96,26.515,83,8.9981,2,23,25
 4322 | 2011-10-12 01:00:00,4,0,1,3,22.96,26.515,83,8.9981,2,8,10
 4323 | 2011-10-12 02:00:00,4,0,1,2,22.96,26.515,83,19.0012,0,2,2
 4324 | 2011-10-12 03:00:00,4,0,1,3,22.14,25.76,94,19.9995,0,2,2
 4325 | 2011-10-12 04:00:00,4,0,1,3,22.14,25.76,94,26.0027,1,6,7
 4326 | 2011-10-12 05:00:00,4,0,1,2,22.14,25.76,88,22.0028,0,22,22
 4327 | 2011-10-12 06:00:00,4,0,1,2,22.14,25.76,88,16.9979,5,107,112
 4328 | 2011-10-12 07:00:00,4,0,1,2,22.14,25.76,88,26.0027,15,244,259
 4329 | 2011-10-12 08:00:00,4,0,1,2,22.14,25.76,88,26.0027,27,377,404
 4330 | 2011-10-12 09:00:00,4,0,1,2,22.14,25.76,88,30.0026,14,183,197
 4331 | 2011-10-12 10:00:00,4,0,1,2,22.14,25.76,88,26.0027,15,98,113
 4332 | 2011-10-12 11:00:00,4,0,1,3,22.14,25.76,94,22.0028,18,102,120
 4333 | 2011-10-12 12:00:00,4,0,1,3,22.14,25.76,88,22.0028,9,53,62
 4334 | 2011-10-12 13:00:00,4,0,1,3,22.14,25.76,88,15.0013,25,76,101
 4335 | 2011-10-12 14:00:00,4,0,1,3,22.14,25.76,94,19.0012,8,70,78
 4336 | 2011-10-12 15:00:00,4,0,1,3,22.14,25.76,94,16.9979,3,42,45
 4337 | 2011-10-12 16:00:00,4,0,1,2,22.96,26.515,88,15.0013,5,50,55
 4338 | 2011-10-12 17:00:00,4,0,1,3,22.14,25.76,94,15.0013,16,235,251
 4339 | 2011-10-12 18:00:00,4,0,1,3,22.14,25.76,94,8.9981,11,161,172
 4340 | 2011-10-12 19:00:00,4,0,1,3,22.14,25.76,94,8.9981,7,102,109
 4341 | 2011-10-12 20:00:00,4,0,1,3,22.14,25.76,94,7.0015,9,81,90
 4342 | 2011-10-12 21:00:00,4,0,1,3,22.14,25.76,100,7.0015,9,74,83
 4343 | 2011-10-12 22:00:00,4,0,1,3,22.14,25.76,94,6.0032,3,40,43
 4344 | 2011-10-12 23:00:00,4,0,1,3,22.14,25.76,94,6.0032,13,41,54
 4345 | 2011-10-13 00:00:00,4,0,1,2,22.14,25.76,94,8.9981,1,14,15
 4346 | 2011-10-13 01:00:00,4,0,1,2,22.14,25.76,94,0,3,9,12
 4347 | 2011-10-13 02:00:00,4,0,1,2,22.14,25.76,94,0,0,4,4
 4348 | 2011-10-13 03:00:00,4,0,1,2,22.14,25.76,100,12.998,2,4,6
 4349 | 2011-10-13 04:00:00,4,0,1,2,22.14,25.76,100,7.0015,2,5,7
 4350 | 2011-10-13 05:00:00,4,0,1,2,22.14,25.76,100,7.0015,1,16,17
 4351 | 2011-10-13 06:00:00,4,0,1,3,22.14,25.76,100,6.0032,1,51,52
 4352 | 2011-10-13 07:00:00,4,0,1,3,22.14,25.76,100,8.9981,5,76,81
 4353 | 2011-10-13 08:00:00,4,0,1,3,22.14,25.76,100,6.0032,10,199,209
 4354 | 2011-10-13 09:00:00,4,0,1,3,22.96,26.515,100,7.0015,3,106,109
 4355 | 2011-10-13 10:00:00,4,0,1,3,22.96,26.515,100,8.9981,16,53,69
 4356 | 2011-10-13 11:00:00,4,0,1,2,25.42,28.79,83,0,8,76,84
 4357 | 2011-10-13 12:00:00,4,0,1,2,25.42,28.03,88,0,10,95,105
 4358 | 2011-10-13 13:00:00,4,0,1,2,26.24,28.79,83,11.0014,20,142,162
 4359 | 2011-10-13 14:00:00,4,0,1,1,27.06,30.305,78,12.998,22,111,133
 4360 | 2011-10-13 15:00:00,4,0,1,1,27.06,30.305,78,12.998,27,128,155
 4361 | 2011-10-13 16:00:00,4,0,1,1,27.06,31.06,74,15.0013,36,240,276
 4362 | 2011-10-13 17:00:00,4,0,1,3,25.42,28.79,83,16.9979,47,432,479
 4363 | 2011-10-13 18:00:00,4,0,1,3,25.42,28.79,83,16.9979,20,248,268
 4364 | 2011-10-13 19:00:00,4,0,1,2,25.42,28.79,83,11.0014,18,187,205
 4365 | 2011-10-13 20:00:00,4,0,1,1,25.42,28.79,83,19.0012,15,166,181
 4366 | 2011-10-13 21:00:00,4,0,1,1,25.42,28.79,83,12.998,8,115,123
 4367 | 2011-10-13 22:00:00,4,0,1,1,25.42,28.79,83,12.998,13,101,114
 4368 | 2011-10-13 23:00:00,4,0,1,2,23.78,27.275,88,12.998,2,45,47
 4369 | 2011-10-14 00:00:00,4,0,1,1,23.78,27.275,94,6.0032,10,29,39
 4370 | 2011-10-14 01:00:00,4,0,1,1,23.78,27.275,94,8.9981,8,16,24
 4371 | 2011-10-14 02:00:00,4,0,1,1,22.96,26.515,94,11.0014,0,6,6
 4372 | 2011-10-14 03:00:00,4,0,1,1,22.96,26.515,94,8.9981,1,6,7
 4373 | 2011-10-14 04:00:00,4,0,1,1,22.96,26.515,94,12.998,0,8,8
 4374 | 2011-10-14 05:00:00,4,0,1,2,22.96,26.515,94,11.0014,0,17,17
 4375 | 2011-10-14 06:00:00,4,0,1,3,22.96,26.515,88,12.998,4,90,94
 4376 | 2011-10-14 07:00:00,4,0,1,3,22.96,26.515,88,12.998,10,137,147
 4377 | 2011-10-14 08:00:00,4,0,1,2,22.96,26.515,90,11.0014,23,186,209
 4378 | 2011-10-14 09:00:00,4,0,1,2,22.96,26.515,94,15.0013,16,164,180
 4379 | 2011-10-14 10:00:00,4,0,1,3,22.14,25.76,88,23.9994,17,108,125
 4380 | 2011-10-14 11:00:00,4,0,1,3,21.32,25,88,11.0014,11,76,87
 4381 | 2011-10-14 12:00:00,4,0,1,3,21.32,25,88,11.0014,13,62,75
 4382 | 2011-10-14 13:00:00,4,0,1,1,22.96,26.515,73,23.9994,18,114,132
 4383 | 2011-10-14 14:00:00,4,0,1,1,25.42,31.06,43,23.9994,37,119,156
 4384 | 2011-10-14 15:00:00,4,0,1,1,25.42,31.06,43,19.0012,61,169,230
 4385 | 2011-10-14 16:00:00,4,0,1,1,24.6,31.06,43,15.0013,80,264,344
 4386 | 2011-10-14 17:00:00,4,0,1,1,23.78,27.275,46,27.9993,55,426,481
 4387 | 2011-10-14 18:00:00,4,0,1,1,22.14,25.76,39,19.0012,62,361,423
 4388 | 2011-10-14 19:00:00,4,0,1,1,22.14,25.76,39,22.0028,27,221,248
 4389 | 2011-10-14 20:00:00,4,0,1,1,21.32,25,42,12.998,19,177,196
 4390 | 2011-10-14 21:00:00,4,0,1,1,20.5,24.24,45,12.998,22,156,178
 4391 | 2011-10-14 22:00:00,4,0,1,1,18.86,22.725,59,15.0013,20,123,143
 4392 | 2011-10-14 23:00:00,4,0,1,1,18.86,22.725,59,11.0014,15,80,95
 4393 | 2011-10-15 00:00:00,4,0,0,1,18.86,22.725,55,7.0015,18,88,106
 4394 | 2011-10-15 01:00:00,4,0,0,1,18.86,22.725,55,16.9979,9,64,73
 4395 | 2011-10-15 02:00:00,4,0,0,1,18.86,22.725,59,12.998,17,39,56
 4396 | 2011-10-15 03:00:00,4,0,0,1,18.04,21.97,62,12.998,5,18,23
 4397 | 2011-10-15 04:00:00,4,0,0,1,17.22,21.21,67,8.9981,0,6,6
 4398 | 2011-10-15 05:00:00,4,0,0,1,17.22,21.21,71,11.0014,1,6,7
 4399 | 2011-10-15 06:00:00,4,0,0,1,16.4,20.455,71,0,5,15,20
 4400 | 2011-10-15 07:00:00,4,0,0,1,16.4,20.455,76,7.0015,17,40,57
 4401 | 2011-10-15 08:00:00,4,0,0,1,18.86,22.725,59,19.0012,24,101,125
 4402 | 2011-10-15 09:00:00,4,0,0,1,21.32,25,48,19.9995,50,157,207
 4403 | 2011-10-15 10:00:00,4,0,0,1,22.14,25.76,45,30.0026,115,207,322
 4404 | 2011-10-15 11:00:00,4,0,0,1,22.96,26.515,40,26.0027,153,221,374
 4405 | 2011-10-15 12:00:00,4,0,0,1,23.78,27.275,35,36.9974,195,261,456
 4406 | 2011-10-15 13:00:00,4,0,0,1,24.6,31.06,35,31.0009,171,223,394
 4407 | 2011-10-15 14:00:00,4,0,0,1,24.6,31.06,33,31.0009,242,230,472
 4408 | 2011-10-15 15:00:00,4,0,0,1,25.42,31.06,31,32.9975,166,211,377
 4409 | 2011-10-15 16:00:00,4,0,0,1,25.42,31.06,29,26.0027,179,264,443
 4410 | 2011-10-15 17:00:00,4,0,0,1,23.78,27.275,32,19.0012,177,264,441
 4411 | 2011-10-15 18:00:00,4,0,0,1,22.14,25.76,39,12.998,121,251,372
 4412 | 2011-10-15 19:00:00,4,0,0,1,20.5,24.24,51,8.9981,61,177,238
 4413 | 2011-10-15 20:00:00,4,0,0,1,20.5,24.24,48,8.9981,42,137,179
 4414 | 2011-10-15 21:00:00,4,0,0,1,20.5,24.24,42,15.0013,53,115,168
 4415 | 2011-10-15 22:00:00,4,0,0,1,20.5,24.24,36,8.9981,45,121,166
 4416 | 2011-10-15 23:00:00,4,0,0,1,19.68,23.485,41,11.0014,33,102,135
 4417 | 2011-10-16 00:00:00,4,0,0,1,18.86,22.725,44,8.9981,22,85,107
 4418 | 2011-10-16 01:00:00,4,0,0,1,18.04,21.97,47,8.9981,13,64,77
 4419 | 2011-10-16 02:00:00,4,0,0,1,17.22,21.21,54,8.9981,13,52,65
 4420 | 2011-10-16 03:00:00,4,0,0,1,17.22,21.21,54,8.9981,11,31,42
 4421 | 2011-10-16 04:00:00,4,0,0,1,17.22,21.21,54,12.998,5,7,12
 4422 | 2011-10-16 05:00:00,4,0,0,1,17.22,21.21,54,11.0014,1,6,7
 4423 | 2011-10-16 06:00:00,4,0,0,1,15.58,19.695,66,11.0014,3,7,10
 4424 | 2011-10-16 07:00:00,4,0,0,1,16.4,20.455,62,8.9981,9,39,48
 4425 | 2011-10-16 08:00:00,4,0,0,1,18.04,21.97,62,12.998,28,71,99
 4426 | 2011-10-16 09:00:00,4,0,0,1,20.5,24.24,45,15.0013,39,151,190
 4427 | 2011-10-16 10:00:00,4,0,0,1,22.14,25.76,45,16.9979,121,226,347
 4428 | 2011-10-16 11:00:00,4,0,0,1,22.96,26.515,35,19.0012,159,218,377
 4429 | 2011-10-16 12:00:00,4,0,0,1,23.78,27.275,35,16.9979,167,277,444
 4430 | 2011-10-16 13:00:00,4,0,0,1,24.6,31.06,35,19.9995,169,269,438
 4431 | 2011-10-16 14:00:00,4,0,0,1,24.6,31.06,40,19.9995,204,258,462
 4432 | 2011-10-16 15:00:00,4,0,0,1,25.42,31.06,35,26.0027,182,230,412
 4433 | 2011-10-16 16:00:00,4,0,0,1,24.6,31.06,46,26.0027,177,289,466
 4434 | 2011-10-16 17:00:00,4,0,0,1,23.78,27.275,49,31.0009,152,253,405
 4435 | 2011-10-16 18:00:00,4,0,0,1,22.96,26.515,49,30.0026,102,226,328
 4436 | 2011-10-16 19:00:00,4,0,0,1,22.14,25.76,52,26.0027,52,181,233
 4437 | 2011-10-16 20:00:00,4,0,0,1,22.14,25.76,52,31.0009,49,129,178
 4438 | 2011-10-16 21:00:00,4,0,0,1,22.14,25.76,52,26.0027,14,88,102
 4439 | 2011-10-16 22:00:00,4,0,0,1,22.96,26.515,49,27.9993,42,88,130
 4440 | 2011-10-16 23:00:00,4,0,0,1,22.96,26.515,52,27.9993,14,48,62
 4441 | 2011-10-17 00:00:00,4,0,1,1,22.14,25.76,56,22.0028,12,25,37
 4442 | 2011-10-17 01:00:00,4,0,1,1,22.96,26.515,54,26.0027,2,15,17
 4443 | 2011-10-17 02:00:00,4,0,1,1,22.96,26.515,54,26.0027,4,3,7
 4444 | 2011-10-17 03:00:00,4,0,1,1,22.96,26.515,49,12.998,0,2,2
 4445 | 2011-10-17 04:00:00,4,0,1,1,21.32,25,59,11.0014,2,3,5
 4446 | 2011-10-17 05:00:00,4,0,1,1,20.5,24.24,63,19.9995,1,28,29
 4447 | 2011-10-17 06:00:00,4,0,1,1,20.5,24.24,55,16.9979,7,107,114
 4448 | 2011-10-17 07:00:00,4,0,1,2,20.5,24.24,55,11.0014,10,299,309
 4449 | 2011-10-17 08:00:00,4,0,1,2,20.5,24.24,51,16.9979,33,381,414
 4450 | 2011-10-17 09:00:00,4,0,1,2,20.5,24.24,45,19.0012,26,180,206
 4451 | 2011-10-17 10:00:00,4,0,1,1,21.32,25,45,11.0014,43,92,135
 4452 | 2011-10-17 11:00:00,4,0,1,1,22.96,26.515,43,0,35,131,166
 4453 | 2011-10-17 12:00:00,4,0,1,1,22.96,26.515,40,6.0032,39,166,205
 4454 | 2011-10-17 13:00:00,4,0,1,1,22.96,26.515,46,6.0032,49,156,205
 4455 | 2011-10-17 14:00:00,4,0,1,1,23.78,27.275,49,12.998,44,122,166
 4456 | 2011-10-17 15:00:00,4,0,1,1,22.96,26.515,60,16.9979,66,142,208
 4457 | 2011-10-17 16:00:00,4,0,1,1,23.78,27.275,56,16.9979,64,238,302
 4458 | 2011-10-17 17:00:00,4,0,1,1,22.96,26.515,64,8.9981,80,540,620
 4459 | 2011-10-17 18:00:00,4,0,1,1,22.96,26.515,60,0,49,469,518
 4460 | 2011-10-17 19:00:00,4,0,1,1,22.14,25.76,68,7.0015,45,288,333
 4461 | 2011-10-17 20:00:00,4,0,1,1,21.32,25,77,7.0015,40,189,229
 4462 | 2011-10-17 21:00:00,4,0,1,1,20.5,24.24,77,7.0015,36,141,177
 4463 | 2011-10-17 22:00:00,4,0,1,1,20.5,24.24,77,0,16,88,104
 4464 | 2011-10-17 23:00:00,4,0,1,2,19.68,23.485,88,0,10,52,62
 4465 | 2011-10-18 00:00:00,4,0,1,1,19.68,23.485,82,0,8,23,31
 4466 | 2011-10-18 01:00:00,4,0,1,2,18.86,22.725,88,0,4,7,11
 4467 | 2011-10-18 02:00:00,4,0,1,1,18.04,21.97,94,6.0032,1,4,5
 4468 | 2011-10-18 03:00:00,4,0,1,1,18.04,21.97,94,6.0032,0,1,1
 4469 | 2011-10-18 04:00:00,4,0,1,2,18.04,21.97,94,7.0015,0,4,4
 4470 | 2011-10-18 05:00:00,4,0,1,2,18.86,22.725,88,0,2,19,21
 4471 | 2011-10-18 06:00:00,4,0,1,1,18.86,22.725,82,6.0032,4,105,109
 4472 | 2011-10-18 07:00:00,4,0,1,1,18.86,22.725,88,6.0032,15,326,341
 4473 | 2011-10-18 08:00:00,4,0,1,1,20.5,24.24,77,6.0032,25,474,499
 4474 | 2011-10-18 09:00:00,4,0,1,2,21.32,25,77,6.0032,29,198,227
 4475 | 2011-10-18 10:00:00,4,0,1,2,22.96,26.515,68,0,27,75,102
 4476 | 2011-10-18 11:00:00,4,0,1,2,24.6,31.06,49,7.0015,35,112,147
 4477 | 2011-10-18 12:00:00,4,0,1,2,25.42,31.06,43,6.0032,42,159,201
 4478 | 2011-10-18 13:00:00,4,0,1,2,26.24,31.06,38,12.998,48,171,219
 4479 | 2011-10-18 14:00:00,4,0,1,2,25.42,31.06,41,11.0014,32,137,169
 4480 | 2011-10-18 15:00:00,4,0,1,1,25.42,31.06,50,12.998,66,139,205
 4481 | 2011-10-18 16:00:00,4,0,1,1,25.42,31.06,57,16.9979,58,246,304
 4482 | 2011-10-18 17:00:00,4,0,1,1,24.6,30.305,60,8.9981,72,553,625
 4483 | 2011-10-18 18:00:00,4,0,1,1,22.96,26.515,68,7.0015,58,512,570
 4484 | 2011-10-18 19:00:00,4,0,1,1,22.96,26.515,60,7.0015,31,286,317
 4485 | 2011-10-18 20:00:00,4,0,1,1,22.14,25.76,64,11.0014,23,204,227
 4486 | 2011-10-18 21:00:00,4,0,1,2,22.14,25.76,68,8.9981,28,178,206
 4487 | 2011-10-18 22:00:00,4,0,1,2,21.32,25,77,11.0014,22,115,137
 4488 | 2011-10-18 23:00:00,4,0,1,2,21.32,25,77,12.998,7,63,70
 4489 | 2011-10-19 00:00:00,4,0,1,2,21.32,25,77,12.998,11,23,34
 4490 | 2011-10-19 01:00:00,4,0,1,2,21.32,25,77,12.998,7,9,16
 4491 | 2011-10-19 02:00:00,4,0,1,2,21.32,25,77,12.998,1,6,7
 4492 | 2011-10-19 04:00:00,4,0,1,3,20.5,24.24,94,12.998,0,3,3
 4493 | 2011-10-19 05:00:00,4,0,1,3,20.5,24.24,100,7.0015,0,3,3
 4494 | 2011-10-19 06:00:00,4,0,1,3,21.32,25,83,16.9979,3,28,31
 4495 | 2011-10-19 07:00:00,4,0,1,3,21.32,25,77,16.9979,1,67,68
 4496 | 2011-10-19 08:00:00,4,0,1,3,22.14,25.76,70,32.9975,10,200,210
 4497 | 2011-10-19 09:00:00,4,0,1,3,21.32,25,88,32.9975,17,185,202
 4498 | 2011-10-19 10:00:00,4,0,1,3,21.32,25,88,32.9975,14,109,123
 4499 | 2011-10-19 11:00:00,4,0,1,3,21.32,25,94,16.9979,33,116,149
 4500 | 2011-10-19 12:00:00,4,0,1,3,21.32,25,94,22.0028,13,117,130
 4501 | 2011-10-19 13:00:00,4,0,1,2,22.14,25.76,94,19.0012,20,86,106
 4502 | 2011-10-19 14:00:00,4,0,1,3,22.14,25.76,94,11.0014,17,80,97
 4503 | 2011-10-19 15:00:00,4,0,1,3,22.14,25.76,100,8.9981,21,99,120
 4504 | 2011-10-19 16:00:00,4,0,1,3,22.96,26.515,94,11.0014,21,180,201
 4505 | 2011-10-19 17:00:00,4,0,1,3,22.96,26.515,94,11.0014,11,170,181
 4506 | 2011-10-19 18:00:00,4,0,1,3,22.96,26.515,100,11.0014,8,132,140
 4507 | 2011-10-19 19:00:00,4,0,1,2,24.6,27.275,88,8.9981,8,189,197
 4508 | 2011-10-19 20:00:00,4,0,1,3,24.6,25.76,94,6.0032,5,140,145
 4509 | 2011-10-19 21:00:00,4,0,1,2,23.78,27.275,94,8.9981,6,79,85
 4510 | 2011-10-19 22:00:00,4,0,1,2,23.78,27.275,94,23.9994,13,94,107
 4511 | 2011-10-19 23:00:00,4,0,1,2,23.78,27.275,94,23.9994,14,55,69
 4512 | 2011-11-01 00:00:00,4,0,1,2,14.76,17.425,87,11.0014,3,18,21
 4513 | 2011-11-01 01:00:00,4,0,1,1,14.76,17.425,81,8.9981,3,8,11
 4514 | 2011-11-01 02:00:00,4,0,1,2,14.76,17.425,81,11.0014,1,3,4
 4515 | 2011-11-01 03:00:00,4,0,1,2,14.76,17.425,81,8.9981,1,5,6
 4516 | 2011-11-01 04:00:00,4,0,1,1,13.94,15.91,81,15.0013,1,7,8
 4517 | 2011-11-01 05:00:00,4,0,1,1,13.12,15.91,81,12.998,0,18,18
 4518 | 2011-11-01 06:00:00,4,0,1,1,13.12,15.91,81,12.998,3,90,93
 4519 | 2011-11-01 07:00:00,4,0,1,1,13.94,16.665,76,12.998,8,246,254
 4520 | 2011-11-01 08:00:00,4,0,1,1,14.76,16.665,71,16.9979,17,402,419
 4521 | 2011-11-01 09:00:00,4,0,1,1,16.4,20.455,66,11.0014,16,206,222
 4522 | 2011-11-01 10:00:00,4,0,1,1,18.04,21.97,62,8.9981,21,114,135
 4523 | 2011-11-01 11:00:00,4,0,1,1,18.86,22.725,63,7.0015,16,101,117
 4524 | 2011-11-01 12:00:00,4,0,1,1,20.5,24.24,48,6.0032,23,153,176
 4525 | 2011-11-01 13:00:00,4,0,1,1,19.68,23.485,55,12.998,20,147,167
 4526 | 2011-11-01 14:00:00,4,0,1,1,20.5,24.24,48,16.9979,32,118,150
 4527 | 2011-11-01 15:00:00,4,0,1,1,20.5,24.24,45,8.9981,38,148,186
 4528 | 2011-11-01 16:00:00,4,0,1,1,19.68,23.485,44,11.0014,46,252,298
 4529 | 2011-11-01 17:00:00,4,0,1,1,18.04,21.97,54,11.0014,36,470,506
 4530 | 2011-11-01 18:00:00,4,0,1,1,17.22,21.21,58,7.0015,39,421,460
 4531 | 2011-11-01 19:00:00,4,0,1,1,17.22,21.21,58,6.0032,39,274,313
 4532 | 2011-11-01 20:00:00,4,0,1,1,16.4,20.455,71,0,18,191,209
 4533 | 2011-11-01 21:00:00,4,0,1,1,14.76,18.94,81,0,13,114,127
 4534 | 2011-11-01 22:00:00,4,0,1,1,14.76,18.94,81,0,5,91,96
 4535 | 2011-11-01 23:00:00,4,0,1,1,13.94,18.18,87,0,11,61,72
 4536 | 2011-11-02 00:00:00,4,0,1,1,13.12,17.425,87,0,0,19,19
 4537 | 2011-11-02 01:00:00,4,0,1,1,12.3,16.665,87,0,2,8,10
 4538 | 2011-11-02 02:00:00,4,0,1,1,12.3,16.665,87,0,0,2,2
 4539 | 2011-11-02 03:00:00,4,0,1,1,12.3,16.665,75,0,0,2,2
 4540 | 2011-11-02 04:00:00,4,0,1,1,12.3,16.665,87,0,0,4,4
 4541 | 2011-11-02 05:00:00,4,0,1,1,12.3,16.665,81,0,0,27,27
 4542 | 2011-11-02 06:00:00,4,0,1,1,12.3,16.665,81,0,1,91,92
 4543 | 2011-11-02 07:00:00,4,0,1,1,12.3,16.665,81,0,11,240,251
 4544 | 2011-11-02 08:00:00,4,0,1,1,13.12,17.425,87,0,20,452,472
 4545 | 2011-11-02 09:00:00,4,0,1,1,13.94,18.18,87,0,15,213,228
 4546 | 2011-11-02 10:00:00,4,0,1,1,16.4,20.455,71,6.0032,25,108,133
 4547 | 2011-11-02 11:00:00,4,0,1,1,17.22,21.21,71,8.9981,27,117,144
 4548 | 2011-11-02 12:00:00,4,0,1,1,18.86,22.725,55,11.0014,32,157,189
 4549 | 2011-11-02 13:00:00,4,0,1,1,19.68,23.485,48,11.0014,22,139,161
 4550 | 2011-11-02 14:00:00,4,0,1,1,20.5,24.24,45,11.0014,40,132,172
 4551 | 2011-11-02 15:00:00,4,0,1,1,19.68,23.485,51,11.0014,26,161,187
 4552 | 2011-11-02 16:00:00,4,0,1,1,19.68,23.485,51,7.0015,35,231,266
 4553 | 2011-11-02 17:00:00,4,0,1,1,18.04,21.97,62,12.998,30,523,553
 4554 | 2011-11-02 18:00:00,4,0,1,1,17.22,21.21,71,11.0014,31,448,479
 4555 | 2011-11-02 19:00:00,4,0,1,1,16.4,20.455,76,8.9981,25,257,282
 4556 | 2011-11-02 20:00:00,4,0,1,1,16.4,20.455,66,8.9981,5,177,182
 4557 | 2011-11-02 21:00:00,4,0,1,1,15.58,19.695,71,8.9981,13,155,168
 4558 | 2011-11-02 22:00:00,4,0,1,1,14.76,17.425,71,8.9981,7,99,106
 4559 | 2011-11-02 23:00:00,4,0,1,1,14.76,18.18,76,6.0032,3,54,57
 4560 | 2011-11-03 00:00:00,4,0,1,1,14.76,18.18,76,6.0032,3,28,31
 4561 | 2011-11-03 01:00:00,4,0,1,1,13.94,16.665,81,8.9981,3,12,15
 4562 | 2011-11-03 02:00:00,4,0,1,1,13.94,16.665,76,8.9981,2,5,7
 4563 | 2011-11-03 03:00:00,4,0,1,1,13.94,16.665,81,8.9981,1,4,5
 4564 | 2011-11-03 04:00:00,4,0,1,1,13.12,16.665,81,6.0032,1,3,4
 4565 | 2011-11-03 05:00:00,4,0,1,1,13.12,16.665,81,8.9981,1,27,28
 4566 | 2011-11-03 06:00:00,4,0,1,1,13.94,16.665,76,12.998,3,96,99
 4567 | 2011-11-03 07:00:00,4,0,1,2,13.12,16.665,81,6.0032,12,280,292
 4568 | 2011-11-03 08:00:00,4,0,1,2,13.94,17.425,81,6.0032,8,394,402
 4569 | 2011-11-03 09:00:00,4,0,1,2,14.76,17.425,81,12.998,9,155,164
 4570 | 2011-11-03 10:00:00,4,0,1,2,16.4,20.455,76,12.998,12,98,110
 4571 | 2011-11-03 11:00:00,4,0,1,1,18.04,21.97,67,12.998,12,108,120
 4572 | 2011-11-03 12:00:00,4,0,1,1,20.5,24.24,51,12.998,17,162,179
 4573 | 2011-11-03 13:00:00,4,0,1,2,21.32,25,48,16.9979,19,150,169
 4574 | 2011-11-03 14:00:00,4,0,1,1,21.32,25,52,11.0014,32,120,152
 4575 | 2011-11-03 15:00:00,4,0,1,1,21.32,25,52,11.0014,24,138,162
 4576 | 2011-11-03 16:00:00,4,0,1,1,21.32,25,48,12.998,33,234,267
 4577 | 2011-11-03 17:00:00,4,0,1,1,19.68,23.485,55,6.0032,33,465,498
 4578 | 2011-11-03 18:00:00,4,0,1,1,18.86,22.725,63,8.9981,24,409,433
 4579 | 2011-11-03 19:00:00,4,0,1,1,18.04,21.97,67,6.0032,18,234,252
 4580 | 2011-11-03 20:00:00,4,0,1,1,17.22,21.21,71,7.0015,11,198,209
 4581 | 2011-11-03 21:00:00,4,0,1,1,16.4,20.455,76,8.9981,4,140,144
 4582 | 2011-11-03 22:00:00,4,0,1,1,16.4,20.455,82,0,21,116,137
 4583 | 2011-11-03 23:00:00,4,0,1,1,16.4,20.455,82,6.0032,15,80,95
 4584 | 2011-11-04 00:00:00,4,0,1,2,16.4,20.455,82,0,11,32,43
 4585 | 2011-11-04 01:00:00,4,0,1,2,16.4,20.455,82,0,1,16,17
 4586 | 2011-11-04 02:00:00,4,0,1,2,16.4,20.455,76,0,2,8,10
 4587 | 2011-11-04 03:00:00,4,0,1,2,15.58,19.695,87,11.0014,1,7,8
 4588 | 2011-11-04 04:00:00,4,0,1,2,15.58,19.695,87,6.0032,1,6,7
 4589 | 2011-11-04 05:00:00,4,0,1,2,15.58,19.695,87,0,0,23,23
 4590 | 2011-11-04 06:00:00,4,0,1,2,15.58,19.695,87,6.0032,2,64,66
 4591 | 2011-11-04 07:00:00,4,0,1,2,16.4,20.455,86,15.0013,10,235,245
 4592 | 2011-11-04 08:00:00,4,0,1,2,16.4,20.455,87,23.9994,8,387,395
 4593 | 2011-11-04 09:00:00,4,0,1,2,17.22,21.21,71,31.0009,15,239,254
 4594 | 2011-11-04 10:00:00,4,0,1,2,17.22,21.21,71,22.0028,19,115,134
 4595 | 2011-11-04 11:00:00,4,0,1,2,18.04,21.97,67,30.0026,34,128,162
 4596 | 2011-11-04 12:00:00,4,0,1,2,19.68,23.485,55,32.9975,44,153,197
 4597 | 2011-11-04 13:00:00,4,0,1,1,18.04,21.97,51,27.9993,33,161,194
 4598 | 2011-11-04 14:00:00,4,0,1,1,18.04,21.97,47,19.9995,54,147,201
 4599 | 2011-11-04 15:00:00,4,0,1,1,18.86,22.725,44,26.0027,45,192,237
 4600 | 2011-11-04 16:00:00,4,0,1,1,18.86,22.725,36,26.0027,53,237,290
 4601 | 2011-11-04 17:00:00,4,0,1,1,17.22,21.21,38,23.9994,42,438,480
 4602 | 2011-11-04 18:00:00,4,0,1,1,17.22,21.21,32,31.0009,35,339,374
 4603 | 2011-11-04 19:00:00,4,0,1,1,16.4,20.455,37,23.9994,14,182,196
 4604 | 2011-11-04 20:00:00,4,0,1,1,14.76,16.665,43,19.0012,15,171,186
 4605 | 2011-11-04 21:00:00,4,0,1,1,13.94,15.91,46,16.9979,8,115,123
 4606 | 2011-11-04 22:00:00,4,0,1,1,13.94,15.15,46,22.0028,6,109,115
 4607 | 2011-11-04 23:00:00,4,0,1,1,13.12,15.15,49,22.0028,17,72,89
 4608 | 2011-11-05 00:00:00,4,0,0,1,13.12,14.395,45,23.9994,4,48,52
 4609 | 2011-11-05 01:00:00,4,0,0,1,13.12,15.15,45,19.9995,5,57,62
 4610 | 2011-11-05 02:00:00,4,0,0,1,12.3,13.635,52,22.0028,7,24,31
 4611 | 2011-11-05 03:00:00,4,0,0,1,12.3,13.635,52,19.9995,0,8,8
 4612 | 2011-11-05 04:00:00,4,0,0,1,11.48,12.88,56,22.0028,3,5,8
 4613 | 2011-11-05 05:00:00,4,0,0,1,10.66,11.365,60,22.0028,0,2,2
 4614 | 2011-11-05 06:00:00,4,0,0,1,10.66,12.12,60,16.9979,3,20,23
 4615 | 2011-11-05 07:00:00,4,0,0,1,10.66,12.12,60,19.0012,3,31,34
 4616 | 2011-11-05 08:00:00,4,0,0,1,11.48,12.88,56,22.0028,4,80,84
 4617 | 2011-11-05 09:00:00,4,0,0,1,12.3,13.635,56,19.9995,30,111,141
 4618 | 2011-11-05 10:00:00,4,0,0,1,13.12,15.15,53,16.9979,56,171,227
 4619 | 2011-11-05 11:00:00,4,0,0,1,14.76,18.18,46,7.0015,69,169,238
 4620 | 2011-11-05 12:00:00,4,0,0,1,14.76,17.425,46,11.0014,137,235,372
 4621 | 2011-11-05 13:00:00,4,0,0,1,16.4,20.455,37,7.0015,148,207,355
 4622 | 2011-11-05 14:00:00,4,0,0,1,17.22,21.21,35,8.9981,159,227,386
 4623 | 2011-11-05 15:00:00,4,0,0,1,16.4,20.455,37,12.998,141,202,343
 4624 | 2011-11-05 16:00:00,4,0,0,1,16.4,20.455,40,15.0013,128,207,335
 4625 | 2011-11-05 17:00:00,4,0,0,1,15.58,19.695,40,11.0014,100,234,334
 4626 | 2011-11-05 18:00:00,4,0,0,1,14.76,18.18,50,6.0032,52,185,237
 4627 | 2011-11-05 19:00:00,4,0,0,1,13.94,18.18,53,0,45,159,204
 4628 | 2011-11-05 20:00:00,4,0,0,1,13.12,17.425,66,0,29,136,165
 4629 | 2011-11-05 21:00:00,4,0,0,1,13.12,17.425,66,0,19,99,118
 4630 | 2011-11-05 22:00:00,4,0,0,1,12.3,16.665,65,0,10,72,82
 4631 | 2011-11-05 23:00:00,4,0,0,1,11.48,15.91,70,0,4,81,85
 4632 | 2011-11-06 00:00:00,4,0,0,1,11.48,15.91,75,0,10,65,75
 4633 | 2011-11-06 01:00:00,4,0,0,1,10.66,15.15,81,0,11,104,115
 4634 | 2011-11-06 02:00:00,4,0,0,1,10.66,15.15,81,0,6,23,29
 4635 | 2011-11-06 03:00:00,4,0,0,1,9.84,14.395,87,0,5,4,9
 4636 | 2011-11-06 04:00:00,4,0,0,1,9.84,14.395,87,0,0,6,6
 4637 | 2011-11-06 05:00:00,4,0,0,1,9.84,12.12,87,8.9981,0,5,5
 4638 | 2011-11-06 06:00:00,4,0,0,1,10.66,14.395,81,6.0032,5,11,16
 4639 | 2011-11-06 07:00:00,4,0,0,1,10.66,13.635,87,7.0015,4,24,28
 4640 | 2011-11-06 08:00:00,4,0,0,2,11.48,15.15,87,6.0032,19,71,90
 4641 | 2011-11-06 09:00:00,4,0,0,2,12.3,15.91,75,6.0032,36,134,170
 4642 | 2011-11-06 10:00:00,4,0,0,1,14.76,18.18,66,6.0032,76,186,262
 4643 | 2011-11-06 11:00:00,4,0,0,1,17.22,21.21,58,6.0032,104,216,320
 4644 | 2011-11-06 12:00:00,4,0,0,1,18.04,21.97,54,0,120,226,346
 4645 | 2011-11-06 13:00:00,4,0,0,1,18.86,22.725,51,11.0014,105,209,314
 4646 | 2011-11-06 14:00:00,4,0,0,1,18.86,22.725,55,12.998,101,219,320
 4647 | 2011-11-06 15:00:00,4,0,0,1,19.68,23.485,51,12.998,96,210,306
 4648 | 2011-11-06 16:00:00,4,0,0,1,18.86,22.725,55,15.0013,84,263,347
 4649 | 2011-11-06 17:00:00,4,0,0,1,18.04,21.97,62,11.0014,71,185,256
 4650 | 2011-11-06 18:00:00,4,0,0,1,17.22,21.21,71,7.0015,39,146,185
 4651 | 2011-11-06 19:00:00,4,0,0,1,15.58,19.695,76,12.998,21,130,151
 4652 | 2011-11-06 20:00:00,4,0,0,1,14.76,18.18,81,7.0015,16,100,116
 4653 | 2011-11-06 21:00:00,4,0,0,1,14.76,18.18,81,6.0032,11,77,88
 4654 | 2011-11-06 22:00:00,4,0,0,1,14.76,18.94,87,0,5,40,45
 4655 | 2011-11-06 23:00:00,4,0,0,1,13.94,17.425,87,6.0032,7,43,50
 4656 | 2011-11-07 00:00:00,4,0,1,1,13.94,18.18,87,0,1,14,15
 4657 | 2011-11-07 01:00:00,4,0,1,1,13.94,18.18,87,0,2,6,8
 4658 | 2011-11-07 02:00:00,4,0,1,1,13.12,17.425,93,0,0,2,2
 4659 | 2011-11-07 03:00:00,4,0,1,1,13.12,17.425,93,0,0,3,3
 4660 | 2011-11-07 04:00:00,4,0,1,1,13.12,17.425,93,0,2,4,6
 4661 | 2011-11-07 05:00:00,4,0,1,1,12.3,16.665,93,0,1,25,26
 4662 | 2011-11-07 06:00:00,4,0,1,2,11.48,15.91,93,0,2,97,99
 4663 | 2011-11-07 07:00:00,4,0,1,2,11.48,15.91,93,0,6,305,311
 4664 | 2011-11-07 08:00:00,4,0,1,2,12.3,15.91,100,6.0032,13,397,410
 4665 | 2011-11-07 09:00:00,4,0,1,2,13.94,16.665,100,8.9981,18,156,174
 4666 | 2011-11-07 10:00:00,4,0,1,1,14.76,17.425,93,8.9981,28,95,123
 4667 | 2011-11-07 11:00:00,4,0,1,1,17.22,21.21,77,7.0015,28,100,128
 4668 | 2011-11-07 12:00:00,4,0,1,1,18.86,22.725,67,0,21,158,179
 4669 | 2011-11-07 13:00:00,4,0,1,1,22.14,25.76,49,6.0032,32,157,189
 4670 | 2011-11-07 14:00:00,4,0,1,1,22.96,26.515,37,11.0014,30,115,145
 4671 | 2011-11-07 15:00:00,4,0,1,1,22.96,26.515,37,7.0015,38,132,170
 4672 | 2011-11-07 16:00:00,4,0,1,1,21.32,25,45,0,40,255,295
 4673 | 2011-11-07 17:00:00,4,0,1,1,20.5,24.24,45,11.0014,39,489,528
 4674 | 2011-11-07 18:00:00,4,0,1,1,18.86,22.725,59,7.0015,18,407,425
 4675 | 2011-11-07 19:00:00,4,0,1,1,18.86,22.725,59,0,20,280,300
 4676 | 2011-11-07 20:00:00,4,0,1,1,16.4,20.455,71,0,17,187,204
 4677 | 2011-11-07 21:00:00,4,0,1,1,15.58,19.695,82,7.0015,10,129,139
 4678 | 2011-11-07 22:00:00,4,0,1,1,14.76,18.18,81,6.0032,6,102,108
 4679 | 2011-11-07 23:00:00,4,0,1,1,14.76,18.18,87,6.0032,1,47,48
 4680 | 2011-11-08 00:00:00,4,0,1,1,13.94,17.425,87,6.0032,0,18,18
 4681 | 2011-11-08 01:00:00,4,0,1,1,13.12,16.665,93,7.0015,3,8,11
 4682 | 2011-11-08 02:00:00,4,0,1,1,13.12,17.425,87,0,0,1,1
 4683 | 2011-11-08 03:00:00,4,0,1,1,13.12,17.425,87,0,0,3,3
 4684 | 2011-11-08 04:00:00,4,0,1,1,12.3,16.665,87,0,0,4,4
 4685 | 2011-11-08 05:00:00,4,0,1,1,12.3,15.91,87,6.0032,1,17,18
 4686 | 2011-11-08 06:00:00,4,0,1,1,12.3,16.665,87,0,3,96,99
 4687 | 2011-11-08 07:00:00,4,0,1,1,12.3,15.91,87,7.0015,7,316,323
 4688 | 2011-11-08 08:00:00,4,0,1,1,13.12,16.665,93,7.0015,11,455,466
 4689 | 2011-11-08 09:00:00,4,0,1,1,14.76,18.94,87,0,14,177,191
 4690 | 2011-11-08 10:00:00,4,0,1,1,17.22,21.21,71,6.0032,25,104,129
 4691 | 2011-11-08 11:00:00,4,0,1,1,18.86,22.725,63,8.9981,21,126,147
 4692 | 2011-11-08 12:00:00,4,0,1,1,21.32,25,52,8.9981,28,175,203
 4693 | 2011-11-08 13:00:00,4,0,1,1,22.14,25.76,49,11.0014,31,165,196
 4694 | 2011-11-08 14:00:00,4,0,1,1,22.96,26.515,46,7.0015,32,129,161
 4695 | 2011-11-08 15:00:00,4,0,1,1,23.78,27.275,46,7.0015,33,155,188
 4696 | 2011-11-08 16:00:00,4,0,1,1,22.96,26.515,46,8.9981,39,250,289
 4697 | 2011-11-08 17:00:00,4,0,1,1,21.32,25,43,11.0014,40,459,499
 4698 | 2011-11-08 18:00:00,4,0,1,1,19.68,23.485,55,8.9981,30,432,462
 4699 | 2011-11-08 19:00:00,4,0,1,1,18.86,22.725,59,0,14,264,278
 4700 | 2011-11-08 20:00:00,4,0,1,1,16.4,20.455,76,0,12,169,181
 4701 | 2011-11-08 21:00:00,4,0,1,1,16.4,20.455,76,0,16,166,182
 4702 | 2011-11-08 22:00:00,4,0,1,1,14.76,18.94,87,0,13,95,108
 4703 | 2011-11-08 23:00:00,4,0,1,1,14.76,18.94,81,0,3,45,48
 4704 | 2011-11-09 00:00:00,4,0,1,1,14.76,18.94,87,0,0,13,13
 4705 | 2011-11-09 01:00:00,4,0,1,1,13.94,18.18,87,0,0,10,10
 4706 | 2011-11-09 02:00:00,4,0,1,1,13.12,17.425,93,0,0,5,5
 4707 | 2011-11-09 03:00:00,4,0,1,1,13.12,17.425,93,0,0,4,4
 4708 | 2011-11-09 04:00:00,4,0,1,1,13.12,17.425,87,0,0,4,4
 4709 | 2011-11-09 05:00:00,4,0,1,1,12.3,16.665,87,0,0,28,28
 4710 | 2011-11-09 06:00:00,4,0,1,1,12.3,16.665,87,0,0,98,98
 4711 | 2011-11-09 07:00:00,4,0,1,1,12.3,16.665,87,0,0,300,300
 4712 | 2011-11-09 08:00:00,4,0,1,1,13.12,17.425,93,0,19,437,456
 4713 | 2011-11-09 09:00:00,4,0,1,1,13.94,18.18,93,0,22,197,219
 4714 | 2011-11-09 10:00:00,4,0,1,1,16.4,20.455,76,7.0015,16,89,105
 4715 | 2011-11-09 11:00:00,4,0,1,1,18.86,22.725,67,11.0014,21,131,152
 4716 | 2011-11-09 12:00:00,4,0,1,1,20.5,24.24,51,11.0014,24,156,180
 4717 | 2011-11-09 13:00:00,4,0,1,1,20.5,24.24,51,11.0014,31,136,167
 4718 | 2011-11-09 14:00:00,4,0,1,1,21.32,25,48,11.0014,26,153,179
 4719 | 2011-11-09 15:00:00,4,0,1,1,21.32,25,45,15.0013,21,130,151
 4720 | 2011-11-09 16:00:00,4,0,1,1,21.32,25,48,12.998,24,257,281
 4721 | 2011-11-09 17:00:00,4,0,1,1,18.86,22.725,63,7.0015,27,458,485
 4722 | 2011-11-09 18:00:00,4,0,1,1,18.04,21.97,67,7.0015,21,387,408
 4723 | 2011-11-09 19:00:00,4,0,1,1,18.04,21.97,72,7.0015,12,292,304
 4724 | 2011-11-09 20:00:00,4,0,1,1,18.04,21.97,77,0,18,201,219
 4725 | 2011-11-09 21:00:00,4,0,1,1,16.4,20.455,87,0,9,152,161
 4726 | 2011-11-09 22:00:00,4,0,1,1,16.4,20.455,87,0,9,105,114
 4727 | 2011-11-09 23:00:00,4,0,1,1,15.58,19.695,87,0,5,61,66
 4728 | 2011-11-10 00:00:00,4,0,1,1,16.4,20.455,87,0,0,24,24
 4729 | 2011-11-10 01:00:00,4,0,1,2,16.4,20.455,87,0,1,10,11
 4730 | 2011-11-10 02:00:00,4,0,1,2,15.58,19.695,94,0,0,5,5
 4731 | 2011-11-10 03:00:00,4,0,1,1,15.58,19.695,94,6.0032,0,11,11
 4732 | 2011-11-10 04:00:00,4,0,1,1,15.58,19.695,94,6.0032,1,2,3
 4733 | 2011-11-10 05:00:00,4,0,1,2,14.76,17.425,100,8.9981,1,22,23
 4734 | 2011-11-10 06:00:00,4,0,1,2,14.76,17.425,100,8.9981,4,110,114
 4735 | 2011-11-10 07:00:00,4,0,1,2,15.58,19.695,94,11.0014,6,266,272
 4736 | 2011-11-10 08:00:00,4,0,1,2,16.4,20.455,94,6.0032,18,418,436
 4737 | 2011-11-10 09:00:00,4,0,1,2,17.22,21.21,94,7.0015,23,188,211
 4738 | 2011-11-10 10:00:00,4,0,1,2,18.04,21.97,88,15.0013,17,100,117
 4739 | 2011-11-10 11:00:00,4,0,1,2,18.86,22.725,67,26.0027,9,99,108
 4740 | 2011-11-10 12:00:00,4,0,1,2,17.22,21.21,67,23.9994,18,149,167
 4741 | 2011-11-10 13:00:00,4,0,1,3,14.76,16.665,81,23.9994,9,87,96
 4742 | 2011-11-10 14:00:00,4,0,1,3,14.76,16.665,87,19.0012,6,58,64
 4743 | 2011-11-10 15:00:00,4,0,1,3,14.76,16.665,81,19.9995,5,57,62
 4744 | 2011-11-10 16:00:00,4,0,1,3,14.76,17.425,81,15.0013,6,67,73
 4745 | 2011-11-10 17:00:00,4,0,1,3,14.76,17.425,81,15.0013,9,168,177
 4746 | 2011-11-10 18:00:00,4,0,1,2,14.76,17.425,81,11.0014,10,263,273
 4747 | 2011-11-10 19:00:00,4,0,1,2,14.76,17.425,71,15.0013,19,192,211
 4748 | 2011-11-10 20:00:00,4,0,1,2,14.76,16.665,62,19.0012,8,160,168
 4749 | 2011-11-10 21:00:00,4,0,1,1,14.76,16.665,57,16.9979,6,130,136
 4750 | 2011-11-10 22:00:00,4,0,1,1,14.76,16.665,53,19.0012,5,84,89
 4751 | 2011-11-10 23:00:00,4,0,1,2,13.94,16.665,57,11.0014,9,73,82
 4752 | 2011-11-11 00:00:00,4,1,0,1,13.94,15.91,53,16.9979,10,56,66
 4753 | 2011-11-11 01:00:00,4,1,0,1,13.12,15.15,57,22.0028,3,16,19
 4754 | 2011-11-11 02:00:00,4,1,0,1,13.12,14.395,57,19.0012,1,10,11
 4755 | 2011-11-11 03:00:00,4,1,0,1,12.3,14.395,61,12.998,0,6,6
 4756 | 2011-11-11 04:00:00,4,1,0,1,12.3,14.395,61,12.998,0,8,8
 4757 | 2011-11-11 05:00:00,4,1,0,1,12.3,14.395,49,16.9979,0,13,13
 4758 | 2011-11-11 06:00:00,4,1,0,1,11.48,12.88,45,22.0028,0,46,46
 4759 | 2011-11-11 07:00:00,4,1,0,1,11.48,13.635,45,16.9979,5,116,121
 4760 | 2011-11-11 08:00:00,4,1,0,1,12.3,13.635,42,23.9994,9,249,258
 4761 | 2011-11-11 09:00:00,4,1,0,1,13.12,14.395,45,30.0026,15,186,201
 4762 | 2011-11-11 10:00:00,4,1,0,1,13.12,13.635,42,36.9974,38,162,200
 4763 | 2011-11-11 11:00:00,4,1,0,1,13.94,14.395,42,32.9975,20,150,170
 4764 | 2011-11-11 12:00:00,4,1,0,1,13.94,14.395,42,31.0009,41,198,239
 4765 | 2011-11-11 13:00:00,4,1,0,1,15.58,19.695,37,36.9974,57,179,236
 4766 | 2011-11-11 14:00:00,4,1,0,1,15.58,19.695,37,31.0009,64,183,247
 4767 | 2011-11-11 15:00:00,4,1,0,1,14.76,16.665,37,27.9993,29,187,216
 4768 | 2011-11-11 16:00:00,4,1,0,1,14.76,16.665,34,22.0028,49,189,238
 4769 | 2011-11-11 17:00:00,4,1,0,1,13.94,15.15,39,22.0028,24,286,310
 4770 | 2011-11-11 18:00:00,4,1,0,1,13.94,15.91,39,16.9979,23,185,208
 4771 | 2011-11-11 19:00:00,4,1,0,1,13.12,15.91,39,11.0014,17,182,199
 4772 | 2011-11-11 20:00:00,4,1,0,1,13.12,15.91,39,12.998,12,97,109
 4773 | 2011-11-11 21:00:00,4,1,0,1,12.3,15.15,45,11.0014,4,79,83
 4774 | 2011-11-11 22:00:00,4,1,0,1,13.12,15.91,39,12.998,13,78,91
 4775 | 2011-11-11 23:00:00,4,1,0,1,12.3,15.91,45,6.0032,6,67,73
 4776 | 2011-11-12 00:00:00,4,0,0,1,9.84,12.12,60,8.9981,12,52,64
 4777 | 2011-11-12 01:00:00,4,0,0,1,9.84,12.12,60,8.9981,9,45,54
 4778 | 2011-11-12 02:00:00,4,0,0,1,9.84,12.88,65,6.0032,7,39,46
 4779 | 2011-11-12 03:00:00,4,0,0,1,9.84,12.12,70,8.9981,4,13,17
 4780 | 2011-11-12 04:00:00,4,0,0,1,8.2,10.605,80,8.9981,0,7,7
 4781 | 2011-11-12 05:00:00,4,0,0,1,9.02,12.88,75,6.0032,1,3,4
 4782 | 2011-11-12 06:00:00,4,0,0,1,9.02,11.365,75,11.0014,0,7,7
 4783 | 2011-11-12 07:00:00,4,0,0,1,9.02,11.365,75,12.998,3,24,27
 4784 | 2011-11-12 08:00:00,4,0,0,1,10.66,12.88,70,12.998,14,87,101
 4785 | 2011-11-12 09:00:00,4,0,0,1,12.3,15.15,61,11.0014,18,142,160
 4786 | 2011-11-12 10:00:00,4,0,0,1,13.94,15.91,61,19.0012,62,170,232
 4787 | 2011-11-12 11:00:00,4,0,0,1,15.58,19.695,54,19.0012,102,213,315
 4788 | 2011-11-12 12:00:00,4,0,0,1,18.04,21.97,44,19.0012,142,224,366
 4789 | 2011-11-12 13:00:00,4,0,0,1,19.68,23.485,36,19.0012,128,225,353
 4790 | 2011-11-12 14:00:00,4,0,0,1,20.5,24.24,36,19.9995,191,244,435
 4791 | 2011-11-12 15:00:00,4,0,0,1,21.32,25,29,19.0012,165,221,386
 4792 | 2011-11-12 16:00:00,4,0,0,1,21.32,25,32,16.9979,137,224,361
 4793 | 2011-11-12 17:00:00,4,0,0,1,20.5,24.24,34,16.9979,92,193,285
 4794 | 2011-11-12 18:00:00,4,0,0,1,17.22,21.21,58,12.998,53,150,203
 4795 | 2011-11-12 19:00:00,4,0,0,1,17.22,21.21,50,16.9979,32,139,171
 4796 | 2011-11-12 20:00:00,4,0,0,1,17.22,21.21,50,19.0012,31,101,132
 4797 | 2011-11-12 21:00:00,4,0,0,1,17.22,21.21,47,19.0012,19,103,122
 4798 | 2011-11-12 22:00:00,4,0,0,1,17.22,21.21,47,16.9979,30,88,118
 4799 | 2011-11-12 23:00:00,4,0,0,1,16.4,20.455,58,11.0014,23,78,101
 4800 | 2011-11-13 00:00:00,4,0,0,2,16.4,20.455,58,12.998,12,61,73
 4801 | 2011-11-13 01:00:00,4,0,0,2,14.76,17.425,66,12.998,13,58,71
 4802 | 2011-11-13 02:00:00,4,0,0,1,14.76,18.18,57,7.0015,9,48,57
 4803 | 2011-11-13 03:00:00,4,0,0,2,14.76,17.425,62,8.9981,8,20,28
 4804 | 2011-11-13 04:00:00,4,0,0,2,14.76,17.425,62,8.9981,1,5,6
 4805 | 2011-11-13 05:00:00,4,0,0,1,13.94,16.665,61,11.0014,2,3,5
 4806 | 2011-11-13 06:00:00,4,0,0,1,13.94,16.665,66,8.9981,5,18,23
 4807 | 2011-11-13 07:00:00,4,0,0,1,13.94,15.91,66,15.0013,13,30,43
 4808 | 2011-11-13 08:00:00,4,0,0,1,13.94,17.425,66,6.0032,24,55,79
 4809 | 2011-11-13 09:00:00,4,0,0,1,16.4,20.455,54,19.0012,38,97,135
 4810 | 2011-11-13 10:00:00,4,0,0,1,18.04,21.97,44,22.0028,63,178,241
 4811 | 2011-11-13 11:00:00,4,0,0,1,18.86,22.725,40,27.9993,108,187,295
 4812 | 2011-11-13 12:00:00,4,0,0,2,21.32,25,29,27.9993,112,242,354
 4813 | 2011-11-13 13:00:00,4,0,0,2,21.32,25,29,27.9993,105,234,339
 4814 | 2011-11-13 14:00:00,4,0,0,2,22.14,25.76,28,32.9975,108,263,371
 4815 | 2011-11-13 15:00:00,4,0,0,2,20.5,24.24,42,22.0028,89,221,310
 4816 | 2011-11-13 16:00:00,4,0,0,2,22.14,25.76,28,26.0027,93,226,319
 4817 | 2011-11-13 17:00:00,4,0,0,1,21.32,25,27,22.0028,44,187,231
 4818 | 2011-11-13 18:00:00,4,0,0,1,21.32,25,27,22.0028,35,155,190
 4819 | 2011-11-13 19:00:00,4,0,0,1,20.5,24.24,29,23.9994,36,121,157
 4820 | 2011-11-13 20:00:00,4,0,0,1,20.5,24.24,31,23.9994,24,115,139
 4821 | 2011-11-13 21:00:00,4,0,0,1,19.68,23.485,36,16.9979,19,76,95
 4822 | 2011-11-13 22:00:00,4,0,0,1,19.68,23.485,41,26.0027,25,64,89
 4823 | 2011-11-13 23:00:00,4,0,0,1,18.86,22.725,51,19.9995,18,49,67
 4824 | 2011-11-14 00:00:00,4,0,1,1,18.86,22.725,59,19.0012,8,22,30
 4825 | 2011-11-14 01:00:00,4,0,1,1,18.86,22.725,63,19.9995,5,6,11
 4826 | 2011-11-14 02:00:00,4,0,1,1,18.86,22.725,63,23.9994,7,10,17
 4827 | 2011-11-14 03:00:00,4,0,1,1,18.04,21.97,67,19.0012,4,3,7
 4828 | 2011-11-14 04:00:00,4,0,1,1,18.04,21.97,67,15.0013,0,5,5
 4829 | 2011-11-14 05:00:00,4,0,1,2,18.04,21.97,67,16.9979,0,19,19
 4830 | 2011-11-14 06:00:00,4,0,1,2,18.04,21.97,72,15.0013,10,104,114
 4831 | 2011-11-14 07:00:00,4,0,1,1,18.04,21.97,72,16.9979,11,311,322
 4832 | 2011-11-14 08:00:00,4,0,1,2,18.86,22.725,67,12.998,27,425,452
 4833 | 2011-11-14 09:00:00,4,0,1,2,19.68,23.485,67,22.0028,29,204,233
 4834 | 2011-11-14 10:00:00,4,0,1,2,20.5,24.24,63,19.0012,26,85,111
 4835 | 2011-11-14 11:00:00,4,0,1,2,22.14,25.76,60,19.0012,22,106,128
 4836 | 2011-11-14 12:00:00,4,0,1,1,22.96,26.515,56,19.9995,36,166,202
 4837 | 2011-11-14 13:00:00,4,0,1,1,24.6,31.06,49,26.0027,50,153,203
 4838 | 2011-11-14 14:00:00,4,0,1,1,25.42,31.06,46,30.0026,47,138,185
 4839 | 2011-11-14 15:00:00,4,0,1,1,26.24,31.06,44,22.0028,53,142,195
 4840 | 2011-11-14 16:00:00,4,0,1,1,25.42,31.06,46,27.9993,51,264,315
 4841 | 2011-11-14 17:00:00,4,0,1,1,25.42,31.06,46,16.9979,55,464,519
 4842 | 2011-11-14 18:00:00,4,0,1,1,22.96,26.515,56,19.0012,29,460,489
 4843 | 2011-11-14 19:00:00,4,0,1,1,24.6,31.06,53,19.9995,28,274,302
 4844 | 2011-11-14 20:00:00,4,0,1,1,24.6,31.06,53,23.9994,30,210,240
 4845 | 2011-11-14 21:00:00,4,0,1,1,24.6,31.06,53,23.9994,37,176,213
 4846 | 2011-11-14 22:00:00,4,0,1,1,23.78,27.275,56,23.9994,17,96,113
 4847 | 2011-11-14 23:00:00,4,0,1,1,22.96,26.515,64,19.9995,13,48,61
 4848 | 2011-11-15 00:00:00,4,0,1,1,22.96,26.515,64,23.9994,7,15,22
 4849 | 2011-11-15 01:00:00,4,0,1,1,22.96,26.515,60,19.9995,5,5,10
 4850 | 2011-11-15 02:00:00,4,0,1,1,22.96,26.515,64,16.9979,7,8,15
 4851 | 2011-11-15 03:00:00,4,0,1,2,22.14,25.76,68,22.0028,0,4,4
 4852 | 2011-11-15 04:00:00,4,0,1,1,22.96,26.515,64,19.9995,1,6,7
 4853 | 2011-11-15 05:00:00,4,0,1,1,22.14,25.76,68,19.0012,2,26,28
 4854 | 2011-11-15 06:00:00,4,0,1,2,22.96,26.515,64,6.0032,4,104,108
 4855 | 2011-11-15 07:00:00,4,0,1,2,22.14,25.76,68,11.0014,21,298,319
 4856 | 2011-11-15 08:00:00,4,0,1,2,22.14,25.76,68,7.0015,27,453,480
 4857 | 2011-11-15 09:00:00,4,0,1,2,22.96,26.515,64,6.0032,26,174,200
 4858 | 2011-11-15 10:00:00,4,0,1,2,22.96,26.515,64,19.0012,23,115,138
 4859 | 2011-11-15 11:00:00,4,0,1,2,22.96,26.515,64,12.998,18,116,134
 4860 | 2011-11-15 12:00:00,4,0,1,2,22.14,25.76,68,0,28,148,176
 4861 | 2011-11-15 13:00:00,4,0,1,3,22.14,25.76,60,15.0013,21,132,153
 4862 | 2011-11-15 14:00:00,4,0,1,2,22.14,25.76,60,19.0012,27,120,147
 4863 | 2011-11-15 15:00:00,4,0,1,2,22.14,25.76,60,8.9981,36,155,191
 4864 | 2011-11-15 16:00:00,4,0,1,2,21.32,25,68,8.9981,31,240,271
 4865 | 2011-11-15 17:00:00,4,0,1,2,20.5,24.24,72,12.998,29,422,451
 4866 | 2011-11-15 18:00:00,4,0,1,2,20.5,24.24,72,19.0012,27,414,441
 4867 | 2011-11-15 19:00:00,4,0,1,2,20.5,24.24,72,23.9994,27,259,286
 4868 | 2011-11-15 20:00:00,4,0,1,2,19.68,23.485,82,8.9981,26,212,238
 4869 | 2011-11-15 21:00:00,4,0,1,2,20.5,24.24,77,6.0032,23,145,168
 4870 | 2011-11-15 22:00:00,4,0,1,2,18.86,22.725,88,7.0015,19,109,128
 4871 | 2011-11-15 23:00:00,4,0,1,2,18.86,22.725,94,7.0015,14,66,80
 4872 | 2011-11-16 00:00:00,4,0,1,2,18.86,22.725,94,0,5,26,31
 4873 | 2011-11-16 01:00:00,4,0,1,3,18.86,22.725,94,6.0032,0,5,5
 4874 | 2011-11-16 02:00:00,4,0,1,2,18.86,22.725,94,7.0015,4,6,10
 4875 | 2011-11-16 03:00:00,4,0,1,2,18.86,22.725,94,7.0015,2,3,5
 4876 | 2011-11-16 04:00:00,4,0,1,2,18.04,21.97,100,15.0013,1,3,4
 4877 | 2011-11-16 05:00:00,4,0,1,3,18.86,22.725,94,7.0015,0,13,13
 4878 | 2011-11-16 06:00:00,4,0,1,2,18.86,22.725,94,6.0032,4,52,56
 4879 | 2011-11-16 07:00:00,4,0,1,3,18.86,22.725,94,0,7,130,137
 4880 | 2011-11-16 08:00:00,4,0,1,3,18.86,22.725,94,0,9,223,232
 4881 | 2011-11-16 09:00:00,4,0,1,3,18.86,22.725,94,0,5,77,82
 4882 | 2011-11-16 10:00:00,4,0,1,3,18.86,22.725,94,0,4,32,36
 4883 | 2011-11-16 11:00:00,4,0,1,3,18.86,22.725,94,6.0032,7,53,60
 4884 | 2011-11-16 12:00:00,4,0,1,3,18.86,22.725,100,0,5,49,54
 4885 | 2011-11-16 13:00:00,4,0,1,3,18.86,22.725,94,8.9981,6,52,58
 4886 | 2011-11-16 14:00:00,4,0,1,2,18.86,22.725,100,8.9981,12,49,61
 4887 | 2011-11-16 15:00:00,4,0,1,3,19.68,23.485,94,7.0015,16,50,66
 4888 | 2011-11-16 16:00:00,4,0,1,3,19.68,23.485,94,7.0015,13,110,123
 4889 | 2011-11-16 17:00:00,4,0,1,2,19.68,23.485,88,12.998,17,216,233
 4890 | 2011-11-16 18:00:00,4,0,1,3,18.86,22.725,88,26.0027,13,176,189
 4891 | 2011-11-16 19:00:00,4,0,1,3,18.86,22.725,88,26.0027,3,108,111
 4892 | 2011-11-16 20:00:00,4,0,1,3,18.04,21.97,88,26.0027,5,94,99
 4893 | 2011-11-16 21:00:00,4,0,1,3,18.04,21.97,88,19.0012,3,72,75
 4894 | 2011-11-16 22:00:00,4,0,1,3,17.22,21.21,88,15.0013,1,45,46
 4895 | 2011-11-16 23:00:00,4,0,1,3,17.22,21.21,88,8.9981,3,28,31
 4896 | 2011-11-17 00:00:00,4,0,1,2,17.22,21.21,88,16.9979,2,22,24
 4897 | 2011-11-17 01:00:00,4,0,1,2,17.22,21.21,82,11.0014,0,5,5
 4898 | 2011-11-17 02:00:00,4,0,1,2,17.22,21.21,82,15.0013,0,5,5
 4899 | 2011-11-17 03:00:00,4,0,1,2,17.22,21.21,77,22.0028,0,3,3
 4900 | 2011-11-17 04:00:00,4,0,1,2,16.4,20.455,62,27.9993,1,3,4
 4901 | 2011-11-17 05:00:00,4,0,1,3,13.94,15.15,71,22.0028,1,21,22
 4902 | 2011-11-17 06:00:00,4,0,1,3,14.76,17.425,57,15.0013,3,72,75
 4903 | 2011-11-17 07:00:00,4,0,1,3,13.94,15.91,61,19.0012,4,164,168
 4904 | 2011-11-17 08:00:00,4,0,1,3,13.94,15.15,61,19.9995,12,343,355
 4905 | 2011-11-17 09:00:00,4,0,1,2,13.94,15.15,61,22.0028,14,184,198
 4906 | 2011-11-17 10:00:00,4,0,1,2,13.94,15.15,61,22.0028,7,74,81
 4907 | 2011-11-17 11:00:00,4,0,1,3,13.12,15.15,66,22.0028,4,93,97
 4908 | 2011-11-17 12:00:00,4,0,1,2,13.94,15.15,53,19.9995,6,115,121
 4909 | 2011-11-17 13:00:00,4,0,1,2,13.94,15.15,49,30.0026,15,109,124
 4910 | 2011-11-17 14:00:00,4,0,1,2,13.94,15.15,49,26.0027,5,105,110
 4911 | 2011-11-17 15:00:00,4,0,1,2,13.94,15.15,49,30.0026,10,106,116
 4912 | 2011-11-17 16:00:00,4,0,1,1,13.12,14.395,39,27.9993,8,187,195
 4913 | 2011-11-17 17:00:00,4,0,1,1,13.12,14.395,42,26.0027,20,379,399
 4914 | 2011-11-17 18:00:00,4,0,1,1,13.12,15.91,39,12.998,9,298,307
 4915 | 2011-11-17 19:00:00,4,0,1,1,12.3,14.395,45,15.0013,7,210,217
 4916 | 2011-11-17 20:00:00,4,0,1,1,12.3,14.395,42,19.0012,7,162,169
 4917 | 2011-11-17 21:00:00,4,0,1,1,12.3,14.395,42,16.9979,3,113,116
 4918 | 2011-11-17 22:00:00,4,0,1,1,10.66,12.12,52,16.9979,1,83,84
 4919 | 2011-11-17 23:00:00,4,0,1,1,10.66,12.88,52,15.0013,0,58,58
 4920 | 2011-11-18 00:00:00,4,0,1,1,10.66,12.88,48,11.0014,2,28,30
 4921 | 2011-11-18 01:00:00,4,0,1,1,10.66,11.365,44,22.0028,0,10,10
 4922 | 2011-11-18 02:00:00,4,0,1,1,9.84,11.365,44,15.0013,2,8,10
 4923 | 2011-11-18 03:00:00,4,0,1,1,9.84,10.605,41,19.0012,0,2,2
 4924 | 2011-11-18 04:00:00,4,0,1,1,9.02,11.365,44,11.0014,0,5,5
 4925 | 2011-11-18 05:00:00,4,0,1,1,9.02,11.365,44,8.9981,0,22,22
 4926 | 2011-11-18 06:00:00,4,0,1,1,9.02,12.88,44,6.0032,1,70,71
 4927 | 2011-11-18 07:00:00,4,0,1,1,9.02,11.365,44,11.0014,5,211,216
 4928 | 2011-11-18 08:00:00,4,0,1,1,9.02,11.365,44,12.998,6,369,375
 4929 | 2011-11-18 09:00:00,4,0,1,1,10.66,12.88,41,12.998,6,207,213
 4930 | 2011-11-18 10:00:00,4,0,1,1,10.66,12.12,41,19.0012,10,105,115
 4931 | 2011-11-18 11:00:00,4,0,1,1,12.3,15.15,36,8.9981,18,122,140
 4932 | 2011-11-18 12:00:00,4,0,1,1,13.12,16.665,33,0,22,143,165
 4933 | 2011-11-18 13:00:00,4,0,1,1,13.94,15.91,31,15.0013,31,146,177
 4934 | 2011-11-18 14:00:00,4,0,1,1,13.94,16.665,31,8.9981,31,123,154
 4935 | 2011-11-18 15:00:00,4,0,1,1,13.94,16.665,29,8.9981,27,151,178
 4936 | 2011-11-18 16:00:00,4,0,1,1,13.94,16.665,29,8.9981,19,190,209
 4937 | 2011-11-18 17:00:00,4,0,1,1,13.12,16.665,31,8.9981,17,361,378
 4938 | 2011-11-18 18:00:00,4,0,1,1,12.3,15.15,36,11.0014,16,312,328
 4939 | 2011-11-18 19:00:00,4,0,1,1,11.48,13.635,41,11.0014,7,183,190
 4940 | 2011-11-18 20:00:00,4,0,1,1,11.48,13.635,48,12.998,8,129,137
 4941 | 2011-11-18 21:00:00,4,0,1,1,11.48,13.635,48,11.0014,3,108,111
 4942 | 2011-11-18 22:00:00,4,0,1,1,10.66,13.635,52,7.0015,9,88,97
 4943 | 2011-11-18 23:00:00,4,0,1,1,10.66,13.635,60,8.9981,5,54,59
 4944 | 2011-11-19 00:00:00,4,0,0,1,10.66,12.88,56,12.998,4,49,53
 4945 | 2011-11-19 01:00:00,4,0,0,1,10.66,11.365,52,19.9995,1,34,35
 4946 | 2011-11-19 02:00:00,4,0,0,1,9.84,12.12,56,11.0014,12,34,46
 4947 | 2011-11-19 03:00:00,4,0,0,1,10.66,12.12,48,16.9979,4,11,15
 4948 | 2011-11-19 04:00:00,4,0,0,1,10.66,11.365,48,22.0028,4,4,8
 4949 | 2011-11-19 05:00:00,4,0,0,1,9.84,11.365,56,16.9979,0,2,2
 4950 | 2011-11-19 06:00:00,4,0,0,1,9.84,10.605,60,22.0028,2,10,12
 4951 | 2011-11-19 07:00:00,4,0,0,1,9.84,11.365,60,16.9979,3,38,41
 4952 | 2011-11-19 08:00:00,4,0,0,1,10.66,12.12,56,16.9979,12,80,92
 4953 | 2011-11-19 09:00:00,4,0,0,1,11.48,12.88,52,19.9995,12,130,142
 4954 | 2011-11-19 10:00:00,4,0,0,1,13.12,15.15,45,16.9979,35,165,200
 4955 | 2011-11-19 11:00:00,4,0,0,1,14.76,18.94,40,0,50,183,233
 4956 | 2011-11-19 12:00:00,4,0,0,1,16.4,20.455,35,19.0012,93,218,311
 4957 | 2011-11-19 13:00:00,4,0,0,1,17.22,21.21,30,19.0012,118,245,363
 4958 | 2011-11-19 14:00:00,4,0,0,1,17.22,21.21,32,19.9995,121,228,349
 4959 | 2011-11-19 15:00:00,4,0,0,1,17.22,21.21,41,12.998,120,262,382
 4960 | 2011-11-19 16:00:00,4,0,0,1,17.22,21.21,38,19.9995,99,188,287
 4961 | 2011-11-19 17:00:00,4,0,0,1,16.4,20.455,40,12.998,61,171,232
 4962 | 2011-11-19 18:00:00,4,0,0,1,15.58,19.695,46,8.9981,36,172,208
 4963 | 2011-11-19 19:00:00,4,0,0,2,13.94,16.665,71,8.9981,33,149,182
 4964 | 2011-11-19 20:00:00,4,0,0,2,14.76,18.18,57,7.0015,48,115,163
 4965 | 2011-11-19 21:00:00,4,0,0,2,14.76,17.425,62,12.998,29,79,108
 4966 | 2011-11-19 22:00:00,4,0,0,2,15.58,19.695,62,11.0014,26,80,106
 4967 | 2011-11-19 23:00:00,4,0,0,1,15.58,19.695,62,15.0013,20,73,93
 4968 | 2011-12-01 00:00:00,4,0,1,1,11.48,12.88,52,22.0028,1,19,20
 4969 | 2011-12-01 01:00:00,4,0,1,1,10.66,12.12,60,19.0012,1,9,10
 4970 | 2011-12-01 02:00:00,4,0,1,1,10.66,11.365,56,19.9995,1,8,9
 4971 | 2011-12-01 03:00:00,4,0,1,1,10.66,12.12,56,16.9979,1,6,7
 4972 | 2011-12-01 04:00:00,4,0,1,1,10.66,12.12,56,19.0012,0,1,1
 4973 | 2011-12-01 05:00:00,4,0,1,1,10.66,12.12,56,16.9979,1,23,24
 4974 | 2011-12-01 06:00:00,4,0,1,1,9.84,10.605,65,19.0012,5,92,97
 4975 | 2011-12-01 07:00:00,4,0,1,1,9.84,10.605,65,23.9994,11,265,276
 4976 | 2011-12-01 08:00:00,4,0,1,1,10.66,11.365,60,22.0028,15,462,477
 4977 | 2011-12-01 09:00:00,4,0,1,1,12.3,13.635,52,22.0028,9,215,224
 4978 | 2011-12-01 10:00:00,4,0,1,1,13.12,15.15,53,19.9995,7,86,93
 4979 | 2011-12-01 11:00:00,4,0,1,1,13.94,15.91,49,16.9979,7,95,102
 4980 | 2011-12-01 12:00:00,4,0,1,1,14.76,17.425,46,15.0013,9,139,148
 4981 | 2011-12-01 13:00:00,4,0,1,1,16.4,20.455,40,15.0013,17,137,154
 4982 | 2011-12-01 14:00:00,4,0,1,1,16.4,20.455,40,15.0013,20,130,150
 4983 | 2011-12-01 15:00:00,4,0,1,1,16.4,20.455,40,15.0013,10,144,154
 4984 | 2011-12-01 16:00:00,4,0,1,1,16.4,20.455,40,12.998,9,192,201
 4985 | 2011-12-01 17:00:00,4,0,1,1,14.76,17.425,46,8.9981,9,409,418
 4986 | 2011-12-01 18:00:00,4,0,1,1,14.76,18.18,43,7.0015,12,393,405
 4987 | 2011-12-01 19:00:00,4,0,1,1,13.94,17.425,46,7.0015,9,219,228
 4988 | 2011-12-01 20:00:00,4,0,1,1,13.94,17.425,46,7.0015,12,178,190
 4989 | 2011-12-01 21:00:00,4,0,1,1,12.3,15.91,61,7.0015,8,154,162
 4990 | 2011-12-01 22:00:00,4,0,1,1,12.3,16.665,61,0,5,99,104
 4991 | 2011-12-01 23:00:00,4,0,1,1,10.66,14.395,70,6.0032,3,70,73
 4992 | 2011-12-02 00:00:00,4,0,1,1,10.66,14.395,70,6.0032,6,32,38
 4993 | 2011-12-02 01:00:00,4,0,1,1,9.84,14.395,75,0,1,14,15
 4994 | 2011-12-02 02:00:00,4,0,1,1,9.84,14.395,75,0,0,10,10
 4995 | 2011-12-02 03:00:00,4,0,1,1,9.02,13.635,80,0,0,1,1
 4996 | 2011-12-02 04:00:00,4,0,1,1,9.02,13.635,80,0,0,3,3
 4997 | 2011-12-02 05:00:00,4,0,1,1,9.02,12.88,80,6.0032,0,23,23
 4998 | 2011-12-02 06:00:00,4,0,1,1,9.02,13.635,80,0,3,84,87
 4999 | 2011-12-02 07:00:00,4,0,1,1,9.02,12.88,87,6.0032,6,199,205
 5000 | 2011-12-02 08:00:00,4,0,1,1,9.84,14.395,87,0,13,432,445
 5001 | 2011-12-02 09:00:00,4,0,1,1,11.48,15.91,81,0,12,234,246
 5002 | 2011-12-02 10:00:00,4,0,1,1,12.3,14.395,75,15.0013,16,89,105
 5003 | 2011-12-02 11:00:00,4,0,1,1,13.94,16.665,66,11.0014,18,142,160
 5004 | 2011-12-02 12:00:00,4,0,1,1,14.76,17.425,57,8.9981,18,186,204
 5005 | 2011-12-02 13:00:00,4,0,1,1,16.4,20.455,47,8.9981,19,188,207
 5006 | 2011-12-02 14:00:00,4,0,1,1,17.22,21.21,44,7.0015,25,145,170
 5007 | 2011-12-02 15:00:00,4,0,1,1,17.22,21.21,41,6.0032,24,175,199
 5008 | 2011-12-02 16:00:00,4,0,1,1,17.22,21.21,41,6.0032,22,254,276
 5009 | 2011-12-02 17:00:00,4,0,1,1,17.22,21.21,38,0,20,391,411
 5010 | 2011-12-02 18:00:00,4,0,1,1,16.4,20.455,50,0,10,362,372
 5011 | 2011-12-02 19:00:00,4,0,1,1,13.94,15.91,53,16.9979,13,252,265
 5012 | 2011-12-02 20:00:00,4,0,1,1,15.58,19.695,40,19.0012,12,178,190
 5013 | 2011-12-02 21:00:00,4,0,1,1,13.94,16.665,49,12.998,9,102,111
 5014 | 2011-12-02 22:00:00,4,0,1,1,13.12,15.91,53,12.998,7,95,102
 5015 | 2011-12-02 23:00:00,4,0,1,1,13.12,15.15,53,19.0012,14,81,95
 5016 | 2011-12-03 00:00:00,4,0,0,1,12.3,14.395,56,16.9979,10,65,75
 5017 | 2011-12-03 01:00:00,4,0,0,1,10.66,12.88,65,12.998,9,62,71
 5018 | 2011-12-03 02:00:00,4,0,0,1,10.66,12.88,65,11.0014,9,41,50
 5019 | 2011-12-03 03:00:00,4,0,0,1,9.84,12.12,70,8.9981,4,5,9
 5020 | 2011-12-03 04:00:00,4,0,0,1,9.02,11.365,75,8.9981,1,7,8
 5021 | 2011-12-03 05:00:00,4,0,0,1,9.84,12.88,70,6.0032,0,6,6
 5022 | 2011-12-03 06:00:00,4,0,0,1,9.84,12.88,65,7.0015,1,10,11
 5023 | 2011-12-03 07:00:00,4,0,0,1,9.02,12.88,75,6.0032,2,24,26
 5024 | 2011-12-03 08:00:00,4,0,0,1,9.84,12.88,75,6.0032,1,62,63
 5025 | 2011-12-03 09:00:00,4,0,0,1,10.66,13.635,70,7.0015,25,99,124
 5026 | 2011-12-03 10:00:00,4,0,0,1,13.12,16.665,61,8.9981,22,173,195
 5027 | 2011-12-03 11:00:00,4,0,0,1,13.12,16.665,57,6.0032,48,227,275
 5028 | 2011-12-03 12:00:00,4,0,0,1,14.76,18.94,50,0,78,280,358
 5029 | 2011-12-03 13:00:00,4,0,0,1,14.76,18.18,50,6.0032,70,222,292
 5030 | 2011-12-03 14:00:00,4,0,0,1,14.76,18.94,46,0,92,251,343
 5031 | 2011-12-03 15:00:00,4,0,0,1,15.58,19.695,46,0,100,237,337
 5032 | 2011-12-03 16:00:00,4,0,0,1,15.58,19.695,46,0,75,230,305
 5033 | 2011-12-03 17:00:00,4,0,0,1,14.76,18.94,62,0,46,186,232
 5034 | 2011-12-03 18:00:00,4,0,0,1,13.94,16.665,53,8.9981,31,193,224
 5035 | 2011-12-03 19:00:00,4,0,0,1,12.3,15.91,61,6.0032,31,144,175
 5036 | 2011-12-03 20:00:00,4,0,0,1,12.3,15.91,61,6.0032,17,110,127
 5037 | 2011-12-03 21:00:00,4,0,0,2,12.3,15.91,61,6.0032,5,104,109
 5038 | 2011-12-03 22:00:00,4,0,0,2,13.12,16.665,61,6.0032,17,97,114
 5039 | 2011-12-03 23:00:00,4,0,0,1,12.3,15.15,70,8.9981,12,73,85
 5040 | 2011-12-04 00:00:00,4,0,0,1,12.3,15.91,70,7.0015,19,64,83
 5041 | 2011-12-04 01:00:00,4,0,0,1,12.3,15.91,75,6.0032,20,54,74
 5042 | 2011-12-04 02:00:00,4,0,0,1,10.66,15.15,81,0,11,51,62
 5043 | 2011-12-04 03:00:00,4,0,0,1,11.48,15.91,75,0,7,34,41
 5044 | 2011-12-04 04:00:00,4,0,0,1,10.66,15.15,87,0,2,9,11
 5045 | 2011-12-04 05:00:00,4,0,0,1,10.66,15.15,81,0,2,2,4
 5046 | 2011-12-04 06:00:00,4,0,0,1,9.84,14.395,93,0,1,3,4
 5047 | 2011-12-04 07:00:00,4,0,0,1,10.66,15.15,87,0,3,23,26
 5048 | 2011-12-04 08:00:00,4,0,0,1,10.66,15.15,87,0,7,48,55
 5049 | 2011-12-04 09:00:00,4,0,0,1,12.3,16.665,81,0,12,114,126
 5050 | 2011-12-04 10:00:00,4,0,0,1,13.12,16.665,81,8.9981,36,180,216
 5051 | 2011-12-04 11:00:00,4,0,0,1,13.94,16.665,81,11.0014,48,206,254
 5052 | 2011-12-04 12:00:00,4,0,0,1,14.76,17.425,81,11.0014,82,247,329
 5053 | 2011-12-04 13:00:00,4,0,0,1,16.4,20.455,66,15.0013,88,269,357
 5054 | 2011-12-04 14:00:00,4,0,0,1,17.22,21.21,62,8.9981,77,246,323
 5055 | 2011-12-04 15:00:00,4,0,0,1,17.22,21.21,62,12.998,69,227,296
 5056 | 2011-12-04 16:00:00,4,0,0,1,17.22,21.21,58,15.0013,64,266,330
 5057 | 2011-12-04 17:00:00,4,0,0,1,15.58,19.695,76,8.9981,38,207,245
 5058 | 2011-12-04 18:00:00,4,0,0,1,15.58,19.695,71,0,10,161,171
 5059 | 2011-12-04 19:00:00,4,0,0,1,15.58,19.695,76,0,15,158,173
 5060 | 2011-12-04 20:00:00,4,0,0,1,14.76,17.425,76,8.9981,8,116,124
 5061 | 2011-12-04 21:00:00,4,0,0,1,14.76,18.18,81,7.0015,7,65,72
 5062 | 2011-12-04 22:00:00,4,0,0,1,13.94,17.425,87,7.0015,5,59,64
 5063 | 2011-12-04 23:00:00,4,0,0,1,13.94,17.425,87,7.0015,3,42,45
 5064 | 2011-12-05 00:00:00,4,0,1,1,13.12,16.665,87,6.0032,3,21,24
 5065 | 2011-12-05 01:00:00,4,0,1,1,13.12,17.425,87,0,2,10,12
 5066 | 2011-12-05 02:00:00,4,0,1,1,13.12,17.425,87,0,0,8,8
 5067 | 2011-12-05 03:00:00,4,0,1,1,13.12,17.425,87,0,0,2,2
 5068 | 2011-12-05 04:00:00,4,0,1,1,12.3,15.91,87,7.0015,0,7,7
 5069 | 2011-12-05 05:00:00,4,0,1,1,12.3,15.91,87,7.0015,1,24,25
 5070 | 2011-12-05 06:00:00,4,0,1,1,12.3,15.91,93,6.0032,1,89,90
 5071 | 2011-12-05 07:00:00,4,0,1,1,13.12,17.425,90,0,9,274,283
 5072 | 2011-12-05 08:00:00,4,0,1,1,13.12,17.425,93,0,12,392,404
 5073 | 2011-12-05 09:00:00,4,0,1,2,14.76,18.18,87,6.0032,12,178,190
 5074 | 2011-12-05 10:00:00,4,0,1,2,14.76,18.18,87,6.0032,9,78,87
 5075 | 2011-12-05 11:00:00,4,0,1,2,14.76,18.18,87,6.0032,17,106,123
 5076 | 2011-12-05 12:00:00,4,0,1,2,16.4,20.455,76,7.0015,29,125,154
 5077 | 2011-12-05 13:00:00,4,0,1,2,17.22,21.21,71,6.0032,18,153,171
 5078 | 2011-12-05 14:00:00,4,0,1,2,18.86,22.725,67,0,7,126,133
 5079 | 2011-12-05 15:00:00,4,0,1,2,18.86,22.725,72,6.0032,16,132,148
 5080 | 2011-12-05 16:00:00,4,0,1,1,20.5,24.24,63,6.0032,10,238,248
 5081 | 2011-12-05 17:00:00,4,0,1,1,17.22,21.21,77,0,16,430,446
 5082 | 2011-12-05 18:00:00,4,0,1,1,18.04,21.97,77,0,13,386,399
 5083 | 2011-12-05 19:00:00,4,0,1,2,18.86,22.725,77,0,13,295,308
 5084 | 2011-12-05 20:00:00,4,0,1,2,18.86,22.725,82,7.0015,15,190,205
 5085 | 2011-12-05 21:00:00,4,0,1,2,18.04,21.97,88,6.0032,10,166,176
 5086 | 2011-12-05 22:00:00,4,0,1,2,18.04,21.97,88,8.9981,12,94,106
 5087 | 2011-12-05 23:00:00,4,0,1,2,18.86,22.725,88,8.9981,8,54,62
 5088 | 2011-12-06 00:00:00,4,0,1,2,20.5,24.24,77,19.9995,3,25,28
 5089 | 2011-12-06 01:00:00,4,0,1,2,18.86,22.725,88,19.9995,2,14,16
 5090 | 2011-12-06 02:00:00,4,0,1,2,18.86,22.725,87,12.998,0,3,3
 5091 | 2011-12-06 03:00:00,4,0,1,2,18.86,22.725,87,12.998,0,3,3
 5092 | 2011-12-06 04:00:00,4,0,1,3,18.86,22.725,88,15.0013,0,7,7
 5093 | 2011-12-06 05:00:00,4,0,1,3,18.86,22.725,88,15.0013,0,20,20
 5094 | 2011-12-06 06:00:00,4,0,1,2,18.04,21.97,94,19.0012,5,81,86
 5095 | 2011-12-06 07:00:00,4,0,1,2,18.86,22.725,94,12.998,7,227,234
 5096 | 2011-12-06 08:00:00,4,0,1,2,18.86,22.725,94,12.998,13,401,414
 5097 | 2011-12-06 09:00:00,4,0,1,2,18.86,22.725,94,15.0013,4,200,204
 5098 | 2011-12-06 10:00:00,4,0,1,3,18.86,22.725,94,19.0012,6,44,50
 5099 | 2011-12-06 11:00:00,4,0,1,3,18.86,22.725,94,16.9979,4,28,32
 5100 | 2011-12-06 12:00:00,4,0,1,3,18.86,22.725,100,15.0013,5,50,55
 5101 | 2011-12-06 13:00:00,4,0,1,3,18.86,22.725,100,12.998,6,65,71
 5102 | 2011-12-06 14:00:00,4,0,1,3,19.68,23.485,100,15.0013,6,69,75
 5103 | 2011-12-06 15:00:00,4,0,1,3,20.5,24.24,100,12.998,2,43,45
 5104 | 2011-12-06 16:00:00,4,0,1,3,18.86,22.725,100,16.9979,4,84,88
 5105 | 2011-12-06 17:00:00,4,0,1,2,18.86,22.725,100,15.0013,13,249,262
 5106 | 2011-12-06 18:00:00,4,0,1,2,18.86,22.725,100,19.0012,17,287,304
 5107 | 2011-12-06 19:00:00,4,0,1,3,18.86,22.725,100,19.9995,10,223,233
 5108 | 2011-12-06 20:00:00,4,0,1,3,18.86,22.725,100,19.9995,3,107,110
 5109 | 2011-12-06 21:00:00,4,0,1,2,18.04,21.97,100,12.998,6,108,114
 5110 | 2011-12-06 22:00:00,4,0,1,3,18.86,22.725,100,11.0014,5,82,87
 5111 | 2011-12-06 23:00:00,4,0,1,3,18.86,22.725,100,11.0014,5,48,53
 5112 | 2011-12-07 00:00:00,4,0,1,1,18.04,21.97,100,12.998,3,30,33
 5113 | 2011-12-07 01:00:00,4,0,1,2,18.86,22.725,100,16.9979,4,9,13
 5114 | 2011-12-07 02:00:00,4,0,1,3,18.86,22.725,100,15.0013,2,4,6
 5115 | 2011-12-07 03:00:00,4,0,1,3,18.86,22.725,100,15.0013,0,3,3
 5116 | 2011-12-07 04:00:00,4,0,1,3,18.86,22.725,100,11.0014,0,1,1
 5117 | 2011-12-07 05:00:00,4,0,1,3,18.86,22.725,100,11.0014,0,3,3
 5118 | 2011-12-07 06:00:00,4,0,1,3,19.68,23.485,100,27.9993,0,18,18
 5119 | 2011-12-07 07:00:00,4,0,1,3,18.04,21.97,100,7.0015,3,43,46
 5120 | 2011-12-07 08:00:00,4,0,1,3,18.04,21.97,100,0,6,80,86
 5121 | 2011-12-07 09:00:00,4,0,1,3,18.04,21.97,100,16.9979,0,64,64
 5122 | 2011-12-07 10:00:00,4,0,1,3,18.04,21.97,100,6.0032,1,32,33
 5123 | 2011-12-07 11:00:00,4,0,1,3,18.04,21.97,100,6.0032,3,47,50
 5124 | 2011-12-07 12:00:00,4,0,1,3,18.04,21.97,100,8.9981,4,29,33
 5125 | 2011-12-07 13:00:00,4,0,1,3,18.04,21.97,100,12.998,5,28,33
 5126 | 2011-12-07 14:00:00,4,0,1,3,18.04,21.97,100,12.998,1,24,25
 5127 | 2011-12-07 15:00:00,4,0,1,3,17.22,21.21,94,15.0013,5,25,30
 5128 | 2011-12-07 16:00:00,4,0,1,3,17.22,21.21,94,12.998,3,28,31
 5129 | 2011-12-07 17:00:00,4,0,1,3,16.4,20.455,100,22.0028,4,48,52
 5130 | 2011-12-07 18:00:00,4,0,1,3,16.4,20.455,94,19.9995,3,48,51
 5131 | 2011-12-07 19:00:00,4,0,1,3,13.94,14.395,87,43.0006,2,31,33
 5132 | 2011-12-07 20:00:00,4,0,1,3,13.94,14.395,87,43.0006,1,25,26
 5133 | 2011-12-07 21:00:00,4,0,1,3,12.3,12.88,87,35.0008,0,6,6
 5134 | 2011-12-07 22:00:00,4,0,1,3,9.84,9.85,93,30.0026,0,13,13
 5135 | 2011-12-07 23:00:00,4,0,1,1,9.84,10.605,93,26.0027,0,16,16
 5136 | 2011-12-08 00:00:00,4,0,1,2,10.66,11.365,87,19.9995,0,21,21
 5137 | 2011-12-08 01:00:00,4,0,1,1,10.66,11.365,81,23.9994,1,6,7
 5138 | 2011-12-08 02:00:00,4,0,1,1,11.48,13.635,65,15.0013,0,4,4
 5139 | 2011-12-08 03:00:00,4,0,1,1,10.66,11.365,60,19.9995,0,1,1
 5140 | 2011-12-08 04:00:00,4,0,1,2,9.84,9.85,60,31.0009,0,2,2
 5141 | 2011-12-08 05:00:00,4,0,1,1,9.02,10.605,64,15.0013,0,12,12
 5142 | 2011-12-08 06:00:00,4,0,1,1,9.02,10.605,55,19.0012,0,71,71
 5143 | 2011-12-08 07:00:00,4,0,1,1,9.02,10.605,60,15.0013,11,233,244
 5144 | 2011-12-08 08:00:00,4,0,1,1,9.02,10.605,55,19.0012,11,418,429
 5145 | 2011-12-08 09:00:00,4,0,1,1,9.84,10.605,52,26.0027,7,218,225
 5146 | 2011-12-08 10:00:00,4,0,1,1,10.66,11.365,52,22.0028,1,109,110
 5147 | 2011-12-08 11:00:00,4,0,1,1,11.48,13.635,52,16.9979,6,100,106
 5148 | 2011-12-08 12:00:00,4,0,1,1,11.48,12.88,52,22.0028,8,148,156
 5149 | 2011-12-08 13:00:00,4,0,1,1,12.3,13.635,49,23.9994,9,115,124
 5150 | 2011-12-08 14:00:00,4,0,1,1,13.12,15.15,45,16.9979,16,121,137
 5151 | 2011-12-08 15:00:00,4,0,1,1,13.12,16.665,45,8.9981,19,98,117
 5152 | 2011-12-08 16:00:00,4,0,1,1,13.12,15.91,45,12.998,7,201,208
 5153 | 2011-12-08 17:00:00,4,0,1,1,12.3,15.91,49,7.0015,10,321,331
 5154 | 2011-12-08 18:00:00,4,0,1,1,11.48,13.635,52,15.0013,12,306,318
 5155 | 2011-12-08 19:00:00,4,0,1,1,10.66,13.635,56,7.0015,12,220,232
 5156 | 2011-12-08 20:00:00,4,0,1,1,10.66,13.635,60,7.0015,5,170,175
 5157 | 2011-12-08 21:00:00,4,0,1,1,11.48,15.15,61,6.0032,4,135,139
 5158 | 2011-12-08 22:00:00,4,0,1,1,10.66,13.635,65,8.9981,8,84,92
 5159 | 2011-12-08 23:00:00,4,0,1,1,9.84,12.88,70,7.0015,3,58,61
 5160 | 2011-12-09 00:00:00,4,0,1,1,9.84,14.395,65,0,8,26,34
 5161 | 2011-12-09 01:00:00,4,0,1,1,9.84,14.395,65,0,2,12,14
 5162 | 2011-12-09 02:00:00,4,0,1,1,9.84,14.395,70,0,2,10,12
 5163 | 2011-12-09 03:00:00,4,0,1,1,9.02,13.635,80,0,1,5,6
 5164 | 2011-12-09 04:00:00,4,0,1,1,9.02,13.635,80,0,1,1,2
 5165 | 2011-12-09 05:00:00,4,0,1,1,9.02,13.635,80,0,0,20,20
 5166 | 2011-12-09 06:00:00,4,0,1,1,9.02,12.88,80,6.0032,1,62,63
 5167 | 2011-12-09 07:00:00,4,0,1,1,9.02,12.88,75,6.0032,4,195,199
 5168 | 2011-12-09 08:00:00,4,0,1,1,9.84,14.395,81,0,7,378,385
 5169 | 2011-12-09 09:00:00,4,0,1,1,10.66,14.395,81,6.0032,8,256,264
 5170 | 2011-12-09 10:00:00,4,0,1,2,12.3,15.15,70,11.0014,11,115,126
 5171 | 2011-12-09 11:00:00,4,0,1,1,13.12,15.15,70,16.9979,15,121,136
 5172 | 2011-12-09 12:00:00,4,0,1,1,14.76,16.665,57,19.9995,27,146,173
 5173 | 2011-12-09 13:00:00,4,0,1,1,15.58,19.695,50,12.998,27,141,168
 5174 | 2011-12-09 14:00:00,4,0,1,1,15.58,19.695,46,19.0012,24,163,187
 5175 | 2011-12-09 15:00:00,4,0,1,1,15.58,19.695,46,19.0012,29,160,189
 5176 | 2011-12-09 16:00:00,4,0,1,1,14.76,17.425,62,8.9981,24,226,250
 5177 | 2011-12-09 17:00:00,4,0,1,1,13.94,17.425,66,7.0015,10,352,362
 5178 | 2011-12-09 18:00:00,4,0,1,1,13.94,18.18,61,0,10,308,318
 5179 | 2011-12-09 19:00:00,4,0,1,1,13.94,18.18,61,0,10,189,199
 5180 | 2011-12-09 20:00:00,4,0,1,1,12.3,16.665,81,0,10,140,150
 5181 | 2011-12-09 21:00:00,4,0,1,1,12.3,16.665,75,0,9,131,140
 5182 | 2011-12-09 22:00:00,4,0,1,1,11.48,15.91,87,0,15,114,129
 5183 | 2011-12-09 23:00:00,4,0,1,1,11.48,15.91,81,0,6,88,94
 5184 | 2011-12-10 00:00:00,4,0,0,2,10.66,13.635,81,7.0015,11,66,77
 5185 | 2011-12-10 01:00:00,4,0,0,2,10.66,12.88,70,11.0014,11,55,66
 5186 | 2011-12-10 02:00:00,4,0,0,2,11.48,15.15,61,6.0032,12,48,60
 5187 | 2011-12-10 03:00:00,4,0,0,2,11.48,15.15,61,6.0032,5,20,25
 5188 | 2011-12-10 04:00:00,4,0,0,2,10.66,13.635,65,7.0015,0,3,3
 5189 | 2011-12-10 05:00:00,4,0,0,1,10.66,12.88,60,11.0014,0,6,6
 5190 | 2011-12-10 06:00:00,4,0,0,1,9.84,12.88,65,7.0015,1,10,11
 5191 | 2011-12-10 07:00:00,4,0,0,1,9.84,11.365,65,12.998,0,11,11
 5192 | 2011-12-10 08:00:00,4,0,0,1,10.66,13.635,65,8.9981,5,68,73
 5193 | 2011-12-10 09:00:00,4,0,0,1,11.48,12.88,61,19.0012,15,134,149
 5194 | 2011-12-10 10:00:00,4,0,0,1,13.12,15.15,57,16.9979,31,161,192
 5195 | 2011-12-10 11:00:00,4,0,0,1,13.12,14.395,53,27.9993,44,192,236
 5196 | 2011-12-10 12:00:00,4,0,0,1,13.12,14.395,45,27.9993,48,235,283
 5197 | 2011-12-10 13:00:00,4,0,0,1,13.94,15.15,34,27.9993,47,239,286
 5198 | 2011-12-10 14:00:00,4,0,0,1,13.94,15.15,31,22.0028,51,242,293
 5199 | 2011-12-10 15:00:00,4,0,0,1,13.94,15.15,34,23.9994,60,239,299
 5200 | 2011-12-10 16:00:00,4,0,0,1,13.12,14.395,31,26.0027,58,183,241
 5201 | 2011-12-10 17:00:00,4,0,0,1,11.48,12.88,36,22.0028,34,151,185
 5202 | 2011-12-10 18:00:00,4,0,0,1,10.66,12.88,38,15.0013,28,144,172
 5203 | 2011-12-10 19:00:00,4,0,0,1,10.66,12.12,38,19.0012,15,139,154
 5204 | 2011-12-10 20:00:00,4,0,0,1,9.84,11.365,35,15.0013,10,114,124
 5205 | 2011-12-10 21:00:00,4,0,0,1,9.02,10.605,44,15.0013,4,79,83
 5206 | 2011-12-10 22:00:00,4,0,0,1,9.02,11.365,41,8.9981,7,88,95
 5207 | 2011-12-10 23:00:00,4,0,0,1,8.2,10.605,47,11.0014,5,61,66
 5208 | 2011-12-11 00:00:00,4,0,0,1,8.2,9.85,51,15.0013,5,69,74
 5209 | 2011-12-11 01:00:00,4,0,0,1,6.56,7.575,59,15.0013,8,54,62
 5210 | 2011-12-11 02:00:00,4,0,0,1,7.38,8.335,55,16.9979,5,47,52
 5211 | 2011-12-11 03:00:00,4,0,0,1,6.56,9.09,59,8.9981,2,17,19
 5212 | 2011-12-11 04:00:00,4,0,0,1,6.56,8.335,59,11.0014,0,5,5
 5213 | 2011-12-11 05:00:00,4,0,0,1,7.38,10.605,59,7.0015,0,6,6
 5214 | 2011-12-11 06:00:00,4,0,0,1,6.56,11.365,59,0,0,10,10
 5215 | 2011-12-11 07:00:00,4,0,0,1,7.38,12.12,55,0,1,30,31
 5216 | 2011-12-11 08:00:00,4,0,0,1,6.56,11.365,69,0,4,68,72
 5217 | 2011-12-11 09:00:00,4,0,0,1,8.2,12.88,59,0,19,88,107
 5218 | 2011-12-11 10:00:00,4,0,0,1,9.84,14.395,44,0,30,164,194
 5219 | 2011-12-11 11:00:00,4,0,0,1,10.66,15.15,35,0,31,166,197
 5220 | 2011-12-11 12:00:00,4,0,0,1,10.66,15.15,35,0,42,246,288
 5221 | 2011-12-11 13:00:00,4,0,0,1,12.3,16.665,31,0,44,224,268
 5222 | 2011-12-11 14:00:00,4,0,0,1,12.3,16.665,28,0,44,198,242
 5223 | 2011-12-11 15:00:00,4,0,0,1,12.3,16.665,26,0,47,219,266
 5224 | 2011-12-11 16:00:00,4,0,0,1,12.3,16.665,26,0,32,174,206
 5225 | 2011-12-11 17:00:00,4,0,0,1,11.48,15.91,30,0,13,150,163
 5226 | 2011-12-11 18:00:00,4,0,0,1,9.84,11.365,48,12.998,12,151,163
 5227 | 2011-12-11 19:00:00,4,0,0,1,9.02,11.365,55,12.998,7,98,105
 5228 | 2011-12-11 20:00:00,4,0,0,1,9.02,12.12,55,7.0015,10,62,72
 5229 | 2011-12-11 21:00:00,4,0,0,1,9.02,13.635,55,0,10,53,63
 5230 | 2011-12-11 22:00:00,4,0,0,1,9.02,13.635,55,0,7,36,43
 5231 | 2011-12-11 23:00:00,4,0,0,1,8.2,12.88,69,0,4,31,35
 5232 | 2011-12-12 00:00:00,4,0,1,1,8.2,11.365,69,6.0032,4,16,20
 5233 | 2011-12-12 01:00:00,4,0,1,1,8.2,12.88,69,0,0,9,9
 5234 | 2011-12-12 02:00:00,4,0,1,1,8.2,12.88,69,0,0,4,4
 5235 | 2011-12-12 03:00:00,4,0,1,1,7.38,12.12,74,0,0,2,2
 5236 | 2011-12-12 04:00:00,4,0,1,1,7.38,12.12,74,0,0,3,3
 5237 | 2011-12-12 05:00:00,4,0,1,1,6.56,11.365,80,0,0,21,21
 5238 | 2011-12-12 06:00:00,4,0,1,1,6.56,9.09,80,7.0015,1,63,64
 5239 | 2011-12-12 07:00:00,4,0,1,1,5.74,7.575,86,8.9981,4,231,235
 5240 | 2011-12-12 08:00:00,4,0,1,2,6.56,9.09,80,7.0015,7,378,385
 5241 | 2011-12-12 09:00:00,4,0,1,2,7.38,10.605,74,6.0032,12,208,220
 5242 | 2011-12-12 10:00:00,4,0,1,2,9.02,12.12,69,7.0015,14,91,105
 5243 | 2011-12-12 11:00:00,4,0,1,2,10.66,14.395,60,6.0032,15,100,115
 5244 | 2011-12-12 12:00:00,4,0,1,1,11.48,14.395,52,7.0015,7,138,145
 5245 | 2011-12-12 13:00:00,4,0,1,2,12.3,15.91,52,7.0015,13,153,166
 5246 | 2011-12-12 14:00:00,4,0,1,2,13.12,16.665,53,8.9981,16,95,111
 5247 | 2011-12-12 15:00:00,4,0,1,2,13.12,16.665,57,7.0015,8,124,132
 5248 | 2011-12-12 16:00:00,4,0,1,2,13.12,16.665,57,6.0032,5,209,214
 5249 | 2011-12-12 17:00:00,4,0,1,2,12.3,16.665,56,0,7,352,359
 5250 | 2011-12-12 18:00:00,4,0,1,1,12.3,15.91,56,6.0032,8,349,357
 5251 | 2011-12-12 19:00:00,4,0,1,1,11.48,15.15,61,6.0032,9,232,241
 5252 | 2011-12-12 20:00:00,4,0,1,1,12.3,15.91,56,6.0032,8,157,165
 5253 | 2011-12-12 21:00:00,4,0,1,1,10.66,15.15,81,0,2,119,121
 5254 | 2011-12-12 22:00:00,4,0,1,1,10.66,15.15,70,0,0,71,71
 5255 | 2011-12-12 23:00:00,4,0,1,1,9.84,14.395,75,0,3,42,45
 5256 | 2011-12-13 00:00:00,4,0,1,1,9.02,13.635,80,0,1,16,17
 5257 | 2011-12-13 01:00:00,4,0,1,1,8.2,12.88,80,0,0,4,4
 5258 | 2011-12-13 02:00:00,4,0,1,1,8.2,12.88,80,0,1,1,2
 5259 | 2011-12-13 03:00:00,4,0,1,1,7.38,12.12,80,0,0,3,3
 5260 | 2011-12-13 04:00:00,4,0,1,1,8.2,12.88,80,0,0,4,4
 5261 | 2011-12-13 05:00:00,4,0,1,1,7.38,12.12,86,0,0,20,20
 5262 | 2011-12-13 06:00:00,4,0,1,1,8.2,12.88,80,0,0,92,92
 5263 | 2011-12-13 07:00:00,4,0,1,1,6.56,8.335,80,11.0014,2,221,223
 5264 | 2011-12-13 08:00:00,4,0,1,1,8.2,11.365,69,7.0015,9,391,400
 5265 | 2011-12-13 09:00:00,4,0,1,1,10.66,12.88,60,11.0014,10,223,233
 5266 | 2011-12-13 10:00:00,4,0,1,1,12.3,15.15,52,11.0014,3,99,102
 5267 | 2011-12-13 11:00:00,4,0,1,1,13.94,15.91,46,16.9979,9,115,124
 5268 | 2011-12-13 12:00:00,4,0,1,1,14.76,16.665,43,23.9994,20,147,167
 5269 | 2011-12-13 13:00:00,4,0,1,1,16.4,20.455,37,22.0028,7,120,127
 5270 | 2011-12-13 14:00:00,4,0,1,1,16.4,20.455,37,16.9979,18,116,134
 5271 | 2011-12-13 15:00:00,4,0,1,1,16.4,20.455,35,16.9979,7,144,151
 5272 | 2011-12-13 16:00:00,4,0,1,1,15.58,19.695,37,16.9979,13,194,207
 5273 | 2011-12-13 17:00:00,4,0,1,1,14.76,17.425,40,12.998,17,381,398
 5274 | 2011-12-13 18:00:00,4,0,1,1,13.94,15.91,42,15.0013,12,370,382
 5275 | 2011-12-13 19:00:00,4,0,1,1,13.12,15.91,49,11.0014,5,262,267
 5276 | 2011-12-13 20:00:00,4,0,1,1,13.12,15.91,49,11.0014,7,154,161
 5277 | 2011-12-13 21:00:00,4,0,1,1,12.3,15.15,52,11.0014,5,134,139
 5278 | 2011-12-13 22:00:00,4,0,1,1,12.3,15.15,52,11.0014,5,102,107
 5279 | 2011-12-13 23:00:00,4,0,1,1,10.66,15.15,70,0,4,55,59
 5280 | 2011-12-14 00:00:00,4,0,1,1,10.66,15.15,75,0,0,22,22
 5281 | 2011-12-14 01:00:00,4,0,1,1,10.66,15.15,75,0,0,8,8
 5282 | 2011-12-14 02:00:00,4,0,1,1,10.66,15.15,75,0,0,2,2
 5283 | 2011-12-14 03:00:00,4,0,1,1,11.48,15.91,65,0,0,3,3
 5284 | 2011-12-14 04:00:00,4,0,1,1,10.66,15.15,75,0,0,4,4
 5285 | 2011-12-14 05:00:00,4,0,1,2,10.66,15.15,81,0,0,26,26
 5286 | 2011-12-14 06:00:00,4,0,1,2,10.66,15.15,87,0,0,87,87
 5287 | 2011-12-14 07:00:00,4,0,1,1,11.48,15.91,75,0,4,243,247
 5288 | 2011-12-14 08:00:00,4,0,1,2,10.66,15.15,87,0,9,458,467
 5289 | 2011-12-14 09:00:00,4,0,1,2,12.3,16.665,61,0,9,230,239
 5290 | 2011-12-14 10:00:00,4,0,1,2,13.12,17.425,57,0,9,133,142
 5291 | 2011-12-14 11:00:00,4,0,1,2,13.94,18.18,55,0,12,103,115
 5292 | 2011-12-14 12:00:00,4,0,1,2,14.76,18.18,57,6.0032,6,138,144
 5293 | 2011-12-14 13:00:00,4,0,1,2,14.76,18.18,57,7.0015,14,119,133
 5294 | 2011-12-14 14:00:00,4,0,1,2,15.58,19.695,54,6.0032,17,134,151
 5295 | 2011-12-14 15:00:00,4,0,1,2,15.58,19.695,54,7.0015,24,143,167
 5296 | 2011-12-14 16:00:00,4,0,1,2,15.58,19.695,54,7.0015,12,233,245
 5297 | 2011-12-14 17:00:00,4,0,1,2,14.76,18.18,57,7.0015,19,377,396
 5298 | 2011-12-14 18:00:00,4,0,1,2,14.76,17.425,62,11.0014,11,379,390
 5299 | 2011-12-14 19:00:00,4,0,1,2,14.76,18.18,62,7.0015,9,259,268
 5300 | 2011-12-14 20:00:00,4,0,1,2,13.94,17.425,66,7.0015,6,169,175
 5301 | 2011-12-14 21:00:00,4,0,1,2,13.94,16.665,66,11.0014,9,145,154
 5302 | 2011-12-14 22:00:00,4,0,1,1,13.94,16.665,66,11.0014,5,99,104
 5303 | 2011-12-14 23:00:00,4,0,1,1,13.12,15.91,70,11.0014,3,48,51
 5304 | 2011-12-15 00:00:00,4,0,1,1,13.12,15.91,70,11.0014,5,45,50
 5305 | 2011-12-15 01:00:00,4,0,1,2,13.12,15.91,70,11.0014,5,15,20
 5306 | 2011-12-15 02:00:00,4,0,1,2,13.12,16.665,70,8.9981,2,5,7
 5307 | 2011-12-15 03:00:00,4,0,1,2,13.12,16.665,70,8.9981,1,2,3
 5308 | 2011-12-15 04:00:00,4,0,1,2,13.12,15.15,70,15.0013,0,6,6
 5309 | 2011-12-15 05:00:00,4,0,1,2,13.12,15.15,70,19.0012,0,24,24
 5310 | 2011-12-15 06:00:00,4,0,1,1,13.12,15.91,66,12.998,2,90,92
 5311 | 2011-12-15 07:00:00,4,0,1,1,13.12,15.91,70,12.998,6,252,258
 5312 | 2011-12-15 08:00:00,4,0,1,2,13.94,15.91,66,15.0013,8,449,457
 5313 | 2011-12-15 09:00:00,4,0,1,2,14.76,16.665,62,19.0012,6,274,280
 5314 | 2011-12-15 10:00:00,4,0,1,2,16.4,20.455,58,19.9995,4,105,109
 5315 | 2011-12-15 11:00:00,4,0,1,2,16.4,20.455,62,27.9993,9,126,135
 5316 | 2011-12-15 12:00:00,4,0,1,2,18.86,22.725,59,32.9975,17,140,157
 5317 | 2011-12-15 13:00:00,4,0,1,2,20.5,24.24,55,23.9994,14,150,164
 5318 | 2011-12-15 14:00:00,4,0,1,2,21.32,25,52,22.0028,8,124,132
 5319 | 2011-12-15 15:00:00,4,0,1,3,21.32,25,55,15.0013,6,76,82
 5320 | 2011-12-15 16:00:00,4,0,1,3,18.86,22.725,72,11.0014,7,124,131
 5321 | 2011-12-15 17:00:00,4,0,1,2,21.32,25,59,19.0012,14,310,324
 5322 | 2011-12-15 18:00:00,4,0,1,2,21.32,25,59,19.9995,14,363,377
 5323 | 2011-12-15 19:00:00,4,0,1,2,21.32,25,59,19.0012,13,274,287
 5324 | 2011-12-15 20:00:00,4,0,1,1,21.32,25,59,22.0028,12,209,221
 5325 | 2011-12-15 21:00:00,4,0,1,1,20.5,24.24,63,19.9995,10,145,155
 5326 | 2011-12-15 22:00:00,4,0,1,1,21.32,25,63,22.0028,8,116,124
 5327 | 2011-12-15 23:00:00,4,0,1,1,21.32,25,63,22.0028,10,104,114
 5328 | 2011-12-16 00:00:00,4,0,1,1,20.5,24.24,72,22.0028,12,60,72
 5329 | 2011-12-16 01:00:00,4,0,1,1,20.5,24.24,72,15.0013,3,28,31
 5330 | 2011-12-16 02:00:00,4,0,1,1,19.68,23.485,77,7.0015,0,23,23
 5331 | 2011-12-16 03:00:00,4,0,1,1,18.86,22.725,82,8.9981,2,3,5
 5332 | 2011-12-16 04:00:00,4,0,1,2,20.5,24.24,59,12.998,1,4,5
 5333 | 2011-12-16 05:00:00,4,0,1,1,19.68,23.485,44,26.0027,0,26,26
 5334 | 2011-12-16 06:00:00,4,0,1,2,18.04,21.97,33,19.9995,2,80,82
 5335 | 2011-12-16 07:00:00,4,0,1,2,15.58,19.695,46,19.9995,5,226,231
 5336 | 2011-12-16 08:00:00,4,0,1,1,14.76,16.665,46,27.9993,10,449,459
 5337 | 2011-12-16 09:00:00,4,0,1,1,14.76,16.665,46,26.0027,8,235,243
 5338 | 2011-12-16 10:00:00,4,0,1,1,13.94,15.15,46,19.9995,10,122,132
 5339 | 2011-12-16 11:00:00,4,0,1,2,13.94,15.15,42,19.9995,9,135,144
 5340 | 2011-12-16 12:00:00,4,0,1,2,13.94,15.15,42,23.9994,10,163,173
 5341 | 2011-12-16 13:00:00,4,0,1,2,13.94,15.15,39,23.9994,12,125,137
 5342 | 2011-12-16 14:00:00,4,0,1,2,13.94,15.91,42,15.0013,13,115,128
 5343 | 2011-12-16 15:00:00,4,0,1,2,13.12,15.15,45,19.9995,12,141,153
 5344 | 2011-12-16 16:00:00,4,0,1,2,13.12,15.15,45,15.0013,12,212,224
 5345 | 2011-12-16 17:00:00,4,0,1,2,13.12,15.15,45,19.0012,13,352,365
 5346 | 2011-12-16 18:00:00,4,0,1,2,13.12,15.15,45,16.9979,10,285,295
 5347 | 2011-12-16 19:00:00,4,0,1,2,13.12,15.15,45,15.0013,11,203,214
 5348 | 2011-12-16 20:00:00,4,0,1,2,13.12,15.91,45,12.998,6,146,152
 5349 | 2011-12-16 21:00:00,4,0,1,2,13.12,15.91,45,11.0014,7,95,102
 5350 | 2011-12-16 22:00:00,4,0,1,2,12.3,15.15,49,11.0014,6,100,106
 5351 | 2011-12-16 23:00:00,4,0,1,2,12.3,15.15,49,8.9981,4,71,75
 5352 | 2011-12-17 00:00:00,4,0,0,1,12.3,14.395,49,19.0012,3,59,62
 5353 | 2011-12-17 01:00:00,4,0,0,2,12.3,14.395,52,16.9979,4,39,43
 5354 | 2011-12-17 02:00:00,4,0,0,2,11.48,13.635,56,15.0013,11,47,58
 5355 | 2011-12-17 03:00:00,4,0,0,1,10.66,12.88,60,12.998,4,22,26
 5356 | 2011-12-17 04:00:00,4,0,0,1,9.84,12.12,65,11.0014,0,9,9
 5357 | 2011-12-17 05:00:00,4,0,0,2,10.66,12.88,60,12.998,2,7,9
 5358 | 2011-12-17 06:00:00,4,0,0,2,10.66,12.12,56,19.0012,0,17,17
 5359 | 2011-12-17 07:00:00,4,0,0,2,10.66,12.88,56,15.0013,0,20,20
 5360 | 2011-12-17 08:00:00,4,0,0,2,10.66,12.88,56,15.0013,4,55,59
 5361 | 2011-12-17 09:00:00,4,0,0,2,10.66,12.12,56,16.9979,5,95,100
 5362 | 2011-12-17 10:00:00,4,0,0,2,10.66,12.12,52,19.0012,10,171,181
 5363 | 2011-12-17 11:00:00,4,0,0,2,11.48,12.88,45,22.0028,21,188,209
 5364 | 2011-12-17 12:00:00,4,0,0,2,11.48,12.88,45,19.0012,28,216,244
 5365 | 2011-12-17 13:00:00,4,0,0,2,11.48,13.635,48,16.9979,32,204,236
 5366 | 2011-12-17 14:00:00,4,0,0,1,11.48,12.88,45,23.9994,30,207,237
 5367 | 2011-12-17 15:00:00,4,0,0,1,11.48,12.88,45,19.0012,33,195,228
 5368 | 2011-12-17 16:00:00,4,0,0,1,11.48,13.635,45,15.0013,30,192,222
 5369 | 2011-12-17 17:00:00,4,0,0,1,10.66,12.88,48,15.0013,12,153,165
 5370 | 2011-12-17 18:00:00,4,0,0,1,10.66,11.365,48,26.0027,7,150,157
 5371 | 2011-12-17 19:00:00,4,0,0,3,9.84,10.605,65,22.0028,11,95,106
 5372 | 2011-12-17 20:00:00,4,0,0,1,9.02,10.605,69,16.9979,7,99,106
 5373 | 2011-12-17 21:00:00,4,0,0,1,8.2,10.605,75,11.0014,8,88,96
 5374 | 2011-12-17 22:00:00,4,0,0,1,8.2,10.605,75,11.0014,7,73,80
 5375 | 2011-12-17 23:00:00,4,0,0,1,8.2,11.365,75,0,6,63,69
 5376 | 2011-12-18 00:00:00,4,0,0,1,8.2,10.605,75,8.9981,7,64,71
 5377 | 2011-12-18 01:00:00,4,0,0,1,8.2,11.365,69,7.0015,3,43,46
 5378 | 2011-12-18 02:00:00,4,0,0,1,9.02,12.12,55,7.0015,2,39,41
 5379 | 2011-12-18 03:00:00,4,0,0,1,9.02,10.605,55,15.0013,2,16,18
 5380 | 2011-12-18 04:00:00,4,0,0,1,9.02,10.605,55,15.0013,0,1,1
 5381 | 2011-12-18 05:00:00,4,0,0,1,8.2,11.365,59,7.0015,1,4,5
 5382 | 2011-12-18 06:00:00,4,0,0,1,8.2,10.605,59,8.9981,0,3,3
 5383 | 2011-12-18 07:00:00,4,0,0,1,8.2,10.605,59,11.0014,1,11,12
 5384 | 2011-12-18 08:00:00,4,0,0,1,8.2,12.88,69,0,1,31,32
 5385 | 2011-12-18 09:00:00,4,0,0,1,9.02,11.365,64,11.0014,6,75,81
 5386 | 2011-12-18 10:00:00,4,0,0,1,9.84,11.365,60,16.9979,7,122,129
 5387 | 2011-12-18 11:00:00,4,0,0,2,9.84,11.365,60,15.0013,20,168,188
 5388 | 2011-12-18 12:00:00,4,0,0,1,10.66,12.88,60,15.0013,26,202,228
 5389 | 2011-12-18 13:00:00,4,0,0,1,12.3,13.635,49,19.9995,18,210,228
 5390 | 2011-12-18 14:00:00,4,0,0,1,12.3,14.395,49,19.0012,19,200,219
 5391 | 2011-12-18 15:00:00,4,0,0,1,13.12,15.15,45,19.0012,23,184,207
 5392 | 2011-12-18 16:00:00,4,0,0,1,11.48,13.635,48,16.9979,27,207,234
 5393 | 2011-12-18 17:00:00,4,0,0,1,11.48,13.635,46,11.0014,10,126,136
 5394 | 2011-12-18 18:00:00,4,0,0,1,11.48,13.635,45,12.998,15,123,138
 5395 | 2011-12-18 19:00:00,4,0,0,1,10.66,13.635,52,8.9981,5,130,135
 5396 | 2011-12-18 20:00:00,4,0,0,1,9.84,12.88,60,7.0015,10,94,104
 5397 | 2011-12-18 21:00:00,4,0,0,1,9.02,13.635,64,0,9,80,89
 5398 | 2011-12-18 22:00:00,4,0,0,1,9.02,11.365,75,12.998,2,47,49
 5399 | 2011-12-18 23:00:00,4,0,0,1,8.2,11.365,75,7.0015,6,31,37
 5400 | 2011-12-19 00:00:00,4,0,1,1,8.2,11.365,75,6.0032,3,14,17
 5401 | 2011-12-19 01:00:00,4,0,1,1,7.38,10.605,80,6.0032,3,8,11
 5402 | 2011-12-19 02:00:00,4,0,1,1,7.38,10.605,80,6.0032,0,3,3
 5403 | 2011-12-19 03:00:00,4,0,1,1,6.56,9.85,86,6.0032,0,3,3
 5404 | 2011-12-19 04:00:00,4,0,1,1,6.56,9.09,86,8.9981,0,4,4
 5405 | 2011-12-19 05:00:00,4,0,1,1,5.74,8.335,93,7.0015,0,21,21
 5406 | 2011-12-19 06:00:00,4,0,1,1,6.56,9.09,86,7.0015,0,68,68
 5407 | 2011-12-19 07:00:00,4,0,1,1,7.38,10.605,74,7.0015,4,187,191
 5408 | 2011-12-19 08:00:00,4,0,1,1,8.2,9.85,75,12.998,8,389,397
 5409 | 2011-12-19 09:00:00,4,0,1,1,9.02,10.605,69,15.0013,17,166,183
 5410 | 2011-12-19 10:00:00,4,0,1,1,9.84,11.365,67,12.998,12,96,108
 5411 | 2011-12-19 11:00:00,4,0,1,1,10.66,12.12,65,16.9979,22,105,127
 5412 | 2011-12-19 12:00:00,4,0,1,1,12.3,13.635,61,22.0028,13,128,141
 5413 | 2011-12-19 13:00:00,4,0,1,1,13.94,15.15,49,22.0028,15,127,142
 5414 | 2011-12-19 14:00:00,4,0,1,1,14.76,17.425,46,15.0013,30,107,137
 5415 | 2011-12-19 15:00:00,4,0,1,1,15.58,19.695,46,11.0014,24,135,159
 5416 | 2011-12-19 16:00:00,4,0,1,1,16.4,20.455,40,16.9979,19,189,208
 5417 | 2011-12-19 17:00:00,4,0,1,1,15.58,19.695,46,12.998,16,362,378
 5418 | 2011-12-19 18:00:00,4,0,1,1,14.76,17.425,50,12.998,11,343,354
 5419 | 2011-12-19 19:00:00,4,0,1,2,14.76,17.425,53,11.0014,17,234,251
 5420 | 2011-12-19 20:00:00,4,0,1,1,16.4,20.455,40,11.0014,9,197,206
 5421 | 2011-12-19 21:00:00,4,0,1,2,14.76,17.425,53,8.9981,15,112,127
 5422 | 2011-12-19 22:00:00,4,0,1,2,14.76,17.425,57,11.0014,12,95,107
 5423 | 2011-12-19 23:00:00,4,0,1,1,14.76,17.425,53,11.0014,10,50,60
 5424 | 2012-01-01 00:00:00,1,0,0,1,14.76,18.94,66,0,5,43,48
 5425 | 2012-01-01 01:00:00,1,0,0,1,14.76,17.425,66,8.9981,15,78,93
 5426 | 2012-01-01 02:00:00,1,0,0,1,13.12,17.425,76,0,16,59,75
 5427 | 2012-01-01 03:00:00,1,0,0,1,12.3,16.665,81,0,11,41,52
 5428 | 2012-01-01 04:00:00,1,0,0,1,11.48,15.15,81,6.0032,0,8,8
 5429 | 2012-01-01 05:00:00,1,0,0,1,11.48,14.395,81,7.0015,0,5,5
 5430 | 2012-01-01 06:00:00,1,0,0,1,10.66,13.635,93,8.9981,1,1,2
 5431 | 2012-01-01 07:00:00,1,0,0,1,10.66,12.88,93,11.0014,1,6,7
 5432 | 2012-01-01 08:00:00,1,0,0,1,10.66,13.635,87,7.0015,4,10,14
 5433 | 2012-01-01 09:00:00,1,0,0,1,10.66,13.635,93,7.0015,13,27,40
 5434 | 2012-01-01 10:00:00,1,0,0,1,12.3,15.91,81,7.0015,18,52,70
 5435 | 2012-01-01 11:00:00,1,0,0,1,13.94,16.665,76,8.9981,40,98,138
 5436 | 2012-01-01 12:00:00,1,0,0,1,16.4,20.455,62,19.0012,58,143,201
 5437 | 2012-01-01 13:00:00,1,0,0,1,17.22,21.21,58,19.0012,82,141,223
 5438 | 2012-01-01 14:00:00,1,0,0,1,18.04,21.97,54,19.9995,120,147,267
 5439 | 2012-01-01 15:00:00,1,0,0,1,18.86,22.725,51,19.9995,101,164,265
 5440 | 2012-01-01 16:00:00,1,0,0,2,18.04,21.97,54,19.9995,68,147,215
 5441 | 2012-01-01 17:00:00,1,0,0,2,19.68,23.485,48,11.0014,36,75,111
 5442 | 2012-01-01 18:00:00,1,0,0,3,18.86,22.725,59,16.9979,25,81,106
 5443 | 2012-01-01 19:00:00,1,0,0,3,17.22,21.21,67,26.0027,20,85,105
 5444 | 2012-01-01 20:00:00,1,0,0,2,18.04,21.97,62,19.9995,25,58,83
 5445 | 2012-01-01 21:00:00,1,0,0,2,18.04,21.97,67,16.9979,10,61,71
 5446 | 2012-01-01 22:00:00,1,0,0,1,18.86,22.725,55,27.9993,13,53,66
 5447 | 2012-01-01 23:00:00,1,0,0,1,18.04,21.97,51,19.9995,4,25,29
 5448 | 2012-01-02 00:00:00,1,1,0,1,16.4,20.455,40,31.0009,8,31,39
 5449 | 2012-01-02 01:00:00,1,1,0,1,14.76,16.665,43,27.9993,1,11,12
 5450 | 2012-01-02 02:00:00,1,1,0,1,14.76,15.91,34,30.0026,1,6,7
 5451 | 2012-01-02 04:00:00,1,1,0,1,11.48,12.88,45,22.0028,0,4,4
 5452 | 2012-01-02 05:00:00,1,1,0,1,11.48,12.88,45,22.0028,1,3,4
 5453 | 2012-01-02 06:00:00,1,1,0,1,10.66,11.365,41,26.0027,0,14,14
 5454 | 2012-01-02 07:00:00,1,1,0,1,9.84,10.605,32,26.0027,0,16,16
 5455 | 2012-01-02 08:00:00,1,1,0,1,9.84,11.365,35,16.9979,2,51,53
 5456 | 2012-01-02 09:00:00,1,1,0,1,9.84,12.88,35,0,15,53,68
 5457 | 2012-01-02 10:00:00,1,1,0,1,10.66,12.12,35,19.0012,20,89,109
 5458 | 2012-01-02 11:00:00,1,1,0,1,10.66,10.605,35,32.9975,33,142,175
 5459 | 2012-01-02 12:00:00,1,1,0,1,11.48,13.635,36,16.9979,41,161,202
 5460 | 2012-01-02 13:00:00,1,1,0,1,12.3,13.635,36,19.9995,26,150,176
 5461 | 2012-01-02 14:00:00,1,1,0,1,12.3,13.635,36,27.9993,10,141,151
 5462 | 2012-01-02 15:00:00,1,1,0,1,11.48,12.12,38,30.0026,29,139,168
 5463 | 2012-01-02 16:00:00,1,1,0,1,10.66,11.365,35,27.9993,10,144,154
 5464 | 2012-01-02 17:00:00,1,1,0,1,10.66,11.365,35,26.0027,17,136,153
 5465 | 2012-01-02 18:00:00,1,1,0,1,10.66,12.12,33,16.9979,13,113,126
 5466 | 2012-01-02 19:00:00,1,1,0,1,9.84,11.365,38,15.0013,4,89,93
 5467 | 2012-01-02 20:00:00,1,1,0,1,9.84,11.365,41,15.0013,5,83,88
 5468 | 2012-01-02 21:00:00,1,1,0,2,9.84,10.605,41,22.0028,3,63,66
 5469 | 2012-01-02 22:00:00,1,1,0,2,9.02,10.605,44,19.0012,3,36,39
 5470 | 2012-01-02 23:00:00,1,1,0,1,9.02,10.605,44,16.9979,2,32,34
 5471 | 2012-01-03 00:00:00,1,0,1,1,8.2,9.85,51,16.9979,0,13,13
 5472 | 2012-01-03 01:00:00,1,0,1,1,7.38,9.09,55,15.0013,1,5,6
 5473 | 2012-01-03 02:00:00,1,0,1,1,7.38,8.335,51,16.9979,0,3,3
 5474 | 2012-01-03 03:00:00,1,0,1,1,6.56,6.82,55,19.0012,0,2,2
 5475 | 2012-01-03 04:00:00,1,0,1,1,6.56,7.575,55,16.9979,0,5,5
 5476 | 2012-01-03 05:00:00,1,0,1,1,5.74,6.82,54,12.998,0,12,12
 5477 | 2012-01-03 06:00:00,1,0,1,1,5.74,6.06,59,19.0012,4,81,85
 5478 | 2012-01-03 07:00:00,1,0,1,1,5.74,6.06,59,16.9979,2,168,170
 5479 | 2012-01-03 08:00:00,1,0,1,1,6.56,6.82,55,19.0012,5,349,354
 5480 | 2012-01-03 09:00:00,1,0,1,1,6.56,6.82,50,19.0012,8,145,153
 5481 | 2012-01-03 10:00:00,1,0,1,1,6.56,6.06,47,31.0009,5,55,60
 5482 | 2012-01-03 11:00:00,1,0,1,1,7.38,6.82,37,35.0008,12,63,75
 5483 | 2012-01-03 12:00:00,1,0,1,1,7.38,6.82,37,35.0008,4,70,74
 5484 | 2012-01-03 13:00:00,1,0,1,1,7.38,6.06,34,43.9989,5,68,73
 5485 | 2012-01-03 14:00:00,1,0,1,1,6.56,6.06,43,35.0008,7,72,79
 5486 | 2012-01-03 15:00:00,1,0,1,1,6.56,6.06,37,27.9993,9,68,77
 5487 | 2012-01-03 16:00:00,1,0,1,1,5.74,4.545,39,39.0007,7,129,136
 5488 | 2012-01-03 17:00:00,1,0,1,1,5.74,5.305,26,31.0009,4,241,245
 5489 | 2012-01-03 18:00:00,1,0,1,1,5.74,4.545,26,35.0008,10,214,224
 5490 | 2012-01-03 19:00:00,1,0,1,1,4.92,4.545,28,27.9993,4,152,156
 5491 | 2012-01-03 20:00:00,1,0,1,1,4.92,6.06,33,16.9979,0,115,115
 5492 | 2012-01-03 21:00:00,1,0,1,1,4.1,5.305,36,15.0013,2,66,68
 5493 | 2012-01-03 22:00:00,1,0,1,1,4.1,5.305,46,16.9979,0,33,33
 5494 | 2012-01-03 23:00:00,1,0,1,1,4.1,3.79,46,26.0027,0,18,18
 5495 | 2012-01-04 00:00:00,1,0,1,1,3.28,3.03,42,22.0028,0,9,9
 5496 | 2012-01-04 01:00:00,1,0,1,1,1.64,1.515,38,19.9995,0,3,3
 5497 | 2012-01-04 02:00:00,1,0,1,1,0.82,0.76,34,19.0012,0,1,1
 5498 | 2012-01-04 03:00:00,1,0,1,1,0.82,0.76,34,19.0012,0,1,1
 5499 | 2012-01-04 04:00:00,1,0,1,1,0.82,2.275,41,12.998,0,2,2
 5500 | 2012-01-04 05:00:00,1,0,1,1,0.82,2.275,41,12.998,0,14,14
 5501 | 2012-01-04 06:00:00,1,0,1,1,0.82,2.275,41,11.0014,0,59,59
 5502 | 2012-01-04 07:00:00,1,0,1,1,0.82,2.275,44,12.998,1,151,152
 5503 | 2012-01-04 08:00:00,1,0,1,1,0.82,3.03,44,8.9981,5,310,315
 5504 | 2012-01-04 09:00:00,1,0,1,1,1.64,3.03,45,8.9981,7,173,180
 5505 | 2012-01-04 10:00:00,1,0,1,1,2.46,5.305,45,0,7,57,64
 5506 | 2012-01-04 11:00:00,1,0,1,2,3.28,6.06,42,6.0032,6,40,46
 5507 | 2012-01-04 12:00:00,1,0,1,2,4.1,5.305,46,12.998,9,75,84
 5508 | 2012-01-04 13:00:00,1,0,1,2,5.74,6.06,43,16.9979,9,82,91
 5509 | 2012-01-04 14:00:00,1,0,1,2,5.74,6.06,46,16.9979,6,69,75
 5510 | 2012-01-04 15:00:00,1,0,1,2,7.38,7.575,37,22.0028,9,81,90
 5511 | 2012-01-04 16:00:00,1,0,1,2,7.38,8.335,40,19.0012,8,123,131
 5512 | 2012-01-04 17:00:00,1,0,1,2,8.2,9.85,40,12.998,9,272,281
 5513 | 2012-01-04 18:00:00,1,0,1,2,8.2,10.605,37,8.9981,9,280,289
 5514 | 2012-01-04 19:00:00,1,0,1,2,8.2,11.365,40,7.0015,2,182,184
 5515 | 2012-01-04 20:00:00,1,0,1,2,8.2,9.85,40,12.998,2,121,123
 5516 | 2012-01-04 21:00:00,1,0,1,2,8.2,12.88,44,0,2,88,90
 5517 | 2012-01-04 22:00:00,1,0,1,2,8.2,11.365,47,6.0032,4,48,52
 5518 | 2012-01-04 23:00:00,1,0,1,2,8.2,11.365,44,7.0015,0,32,32
 5519 | 2012-01-05 00:00:00,1,0,1,2,9.02,11.365,47,12.998,1,13,14
 5520 | 2012-01-05 01:00:00,1,0,1,1,8.2,11.365,51,6.0032,0,5,5
 5521 | 2012-01-05 02:00:00,1,0,1,1,8.2,11.365,51,6.0032,0,4,4
 5522 | 2012-01-05 03:00:00,1,0,1,1,8.2,12.88,61,0,0,4,4
 5523 | 2012-01-05 04:00:00,1,0,1,2,8.2,11.365,59,6.0032,0,5,5
 5524 | 2012-01-05 05:00:00,1,0,1,2,8.2,11.365,59,6.0032,0,26,26
 5525 | 2012-01-05 06:00:00,1,0,1,2,8.2,10.605,75,8.9981,0,78,78
 5526 | 2012-01-05 07:00:00,1,0,1,2,8.2,11.365,69,6.0032,3,212,215
 5527 | 2012-01-05 08:00:00,1,0,1,2,8.2,12.88,75,0,11,377,388
 5528 | 2012-01-05 09:00:00,1,0,1,2,9.02,13.635,69,0,7,220,227
 5529 | 2012-01-05 10:00:00,1,0,1,2,9.84,12.88,52,6.0032,5,81,86
 5530 | 2012-01-05 11:00:00,1,0,1,1,12.3,16.665,49,0,6,78,84
 5531 | 2012-01-05 12:00:00,1,0,1,1,12.3,14.395,49,16.9979,6,114,120
 5532 | 2012-01-05 13:00:00,1,0,1,1,13.94,15.15,42,19.9995,6,112,118
 5533 | 2012-01-05 14:00:00,1,0,1,1,13.94,15.91,39,19.0012,13,104,117
 5534 | 2012-01-05 15:00:00,1,0,1,1,14.76,16.665,34,19.0012,6,113,119
 5535 | 2012-01-05 16:00:00,1,0,1,1,14.76,16.665,34,19.0012,19,178,197
 5536 | 2012-01-05 17:00:00,1,0,1,2,14.76,17.425,34,12.998,19,393,412
 5537 | 2012-01-05 18:00:00,1,0,1,1,13.94,16.665,36,11.0014,9,374,383
 5538 | 2012-01-05 19:00:00,1,0,1,1,13.94,17.425,34,6.0032,10,255,265
 5539 | 2012-01-05 20:00:00,1,0,1,1,12.3,16.665,49,0,5,172,177
 5540 | 2012-01-05 21:00:00,1,0,1,1,10.66,13.635,60,8.9981,9,88,97
 5541 | 2012-01-05 22:00:00,1,0,1,1,10.66,12.88,60,11.0014,1,70,71
 5542 | 2012-01-05 23:00:00,1,0,1,1,9.84,12.88,70,7.0015,4,56,60
 5543 | 2012-01-06 00:00:00,1,0,1,1,9.02,12.88,75,6.0032,1,24,25
 5544 | 2012-01-06 01:00:00,1,0,1,1,9.02,13.635,75,0,2,6,8
 5545 | 2012-01-06 02:00:00,1,0,1,1,9.02,11.365,69,11.0014,2,3,5
 5546 | 2012-01-06 03:00:00,1,0,1,1,9.02,12.12,69,7.0015,1,3,4
 5547 | 2012-01-06 04:00:00,1,0,1,1,9.02,11.365,69,8.9981,0,3,3
 5548 | 2012-01-06 05:00:00,1,0,1,2,8.2,10.605,80,8.9981,0,13,13
 5549 | 2012-01-06 06:00:00,1,0,1,2,9.02,12.12,73,7.0015,1,69,70
 5550 | 2012-01-06 07:00:00,1,0,1,2,9.84,14.395,65,0,4,201,205
 5551 | 2012-01-06 08:00:00,1,0,1,1,9.84,12.12,70,8.9981,11,436,447
 5552 | 2012-01-06 09:00:00,1,0,1,1,9.84,12.12,70,11.0014,4,237,241
 5553 | 2012-01-06 10:00:00,1,0,1,1,10.66,12.88,65,12.998,14,102,116
 5554 | 2012-01-06 11:00:00,1,0,1,1,12.3,15.15,56,11.0014,8,130,138
 5555 | 2012-01-06 12:00:00,1,0,1,1,14.76,16.665,50,16.9979,23,168,191
 5556 | 2012-01-06 13:00:00,1,0,1,1,16.4,20.455,43,19.0012,16,188,204
 5557 | 2012-01-06 14:00:00,1,0,1,1,18.86,22.725,36,12.998,26,152,178
 5558 | 2012-01-06 15:00:00,1,0,1,1,21.32,25,27,16.9979,44,178,222
 5559 | 2012-01-06 16:00:00,1,0,1,1,21.32,25,27,19.0012,35,259,294
 5560 | 2012-01-06 17:00:00,1,0,1,1,18.86,22.725,36,15.0013,20,456,476
 5561 | 2012-01-06 18:00:00,1,0,1,1,20.5,24.24,29,16.9979,28,391,419
 5562 | 2012-01-06 19:00:00,1,0,1,1,18.86,22.725,33,19.0012,11,261,272
 5563 | 2012-01-06 20:00:00,1,0,1,1,17.22,21.21,41,12.998,14,163,177
 5564 | 2012-01-06 21:00:00,1,0,1,1,16.4,20.455,43,15.0013,17,137,154
 5565 | 2012-01-06 22:00:00,1,0,1,1,14.76,17.425,50,12.998,12,123,135
 5566 | 2012-01-06 23:00:00,1,0,1,1,14.76,18.94,50,0,13,88,101
 5567 | 2012-01-07 00:00:00,1,0,0,1,14.76,17.425,50,11.0014,2,77,79
 5568 | 2012-01-07 01:00:00,1,0,0,1,15.58,19.695,46,11.0014,6,56,62
 5569 | 2012-01-07 02:00:00,1,0,0,1,14.76,18.18,50,7.0015,2,36,38
 5570 | 2012-01-07 03:00:00,1,0,0,1,13.12,16.665,57,7.0015,1,19,20
 5571 | 2012-01-07 04:00:00,1,0,0,1,13.12,16.665,57,6.0032,1,9,10
 5572 | 2012-01-07 05:00:00,1,0,0,1,10.66,13.635,75,7.0015,2,7,9
 5573 | 2012-01-07 06:00:00,1,0,0,1,10.66,13.635,75,7.0015,0,7,7
 5574 | 2012-01-07 07:00:00,1,0,0,1,9.02,11.365,87,12.998,0,20,20
 5575 | 2012-01-07 08:00:00,1,0,0,1,9.84,12.88,75,7.0015,0,64,64
 5576 | 2012-01-07 09:00:00,1,0,0,1,9.02,11.365,80,8.9981,14,116,130
 5577 | 2012-01-07 10:00:00,1,0,0,1,11.48,15.15,75,6.0032,43,160,203
 5578 | 2012-01-07 11:00:00,1,0,0,1,13.94,15.91,57,15.0013,74,250,324
 5579 | 2012-01-07 12:00:00,1,0,0,1,16.4,20.455,43,15.0013,100,276,376
 5580 | 2012-01-07 13:00:00,1,0,0,1,18.04,21.97,44,12.998,149,296,445
 5581 | 2012-01-07 14:00:00,1,0,0,1,20.5,24.24,42,19.0012,156,356,512
 5582 | 2012-01-07 15:00:00,1,0,0,1,23.78,27.275,37,19.9995,132,317,449
 5583 | 2012-01-07 16:00:00,1,0,0,2,22.96,26.515,37,19.0012,133,268,401
 5584 | 2012-01-07 17:00:00,1,0,0,2,22.14,25.76,43,8.9981,87,235,322
 5585 | 2012-01-07 18:00:00,1,0,0,1,22.14,25.76,45,8.9981,49,248,297
 5586 | 2012-01-07 19:00:00,1,0,0,1,21.32,25,42,7.0015,44,171,215
 5587 | 2012-01-07 20:00:00,1,0,0,1,20.5,24.24,39,16.9979,21,149,170
 5588 | 2012-01-07 21:00:00,1,0,0,1,18.04,21.97,44,15.0013,22,118,140
 5589 | 2012-01-07 22:00:00,1,0,0,1,18.04,21.97,38,16.9979,16,93,109
 5590 | 2012-01-07 23:00:00,1,0,0,1,17.22,21.21,38,15.0013,16,103,119
 5591 | 2012-01-08 00:00:00,1,0,0,1,15.58,19.695,40,19.0012,14,77,91
 5592 | 2012-01-08 01:00:00,1,0,0,1,13.94,16.665,42,12.998,10,62,72
 5593 | 2012-01-08 02:00:00,1,0,0,1,14.76,16.665,37,19.0012,10,57,67
 5594 | 2012-01-08 03:00:00,1,0,0,1,13.94,16.665,42,8.9981,6,26,32
 5595 | 2012-01-08 04:00:00,1,0,0,1,13.12,15.15,49,16.9979,2,4,6
 5596 | 2012-01-08 05:00:00,1,0,0,2,13.12,16.665,49,7.0015,0,2,2
 5597 | 2012-01-08 06:00:00,1,0,0,2,12.3,16.665,52,0,0,2,2
 5598 | 2012-01-08 07:00:00,1,0,0,2,12.3,16.665,52,0,1,23,24
 5599 | 2012-01-08 08:00:00,1,0,0,1,12.3,15.15,52,8.9981,4,53,57
 5600 | 2012-01-08 09:00:00,1,0,0,1,13.12,16.665,53,8.9981,23,102,125
 5601 | 2012-01-08 10:00:00,1,0,0,1,13.94,16.665,49,11.0014,27,181,208
 5602 | 2012-01-08 11:00:00,1,0,0,1,14.76,17.425,46,15.0013,55,201,256
 5603 | 2012-01-08 12:00:00,1,0,0,1,15.58,19.695,43,15.0013,78,273,351
 5604 | 2012-01-08 13:00:00,1,0,0,1,16.4,20.455,37,19.9995,77,266,343
 5605 | 2012-01-08 14:00:00,1,0,0,1,16.4,20.455,40,12.998,75,253,328
 5606 | 2012-01-08 15:00:00,1,0,0,1,16.4,20.455,37,19.0012,89,241,330
 5607 | 2012-01-08 16:00:00,1,0,0,1,16.4,20.455,37,19.9995,58,256,314
 5608 | 2012-01-08 17:00:00,1,0,0,1,15.58,19.695,40,15.0013,22,197,219
 5609 | 2012-01-08 18:00:00,1,0,0,1,13.94,15.91,46,15.0013,19,162,181
 5610 | 2012-01-08 19:00:00,1,0,0,1,13.12,15.91,49,12.998,8,104,112
 5611 | 2012-01-08 20:00:00,1,0,0,1,12.3,15.15,52,11.0014,7,119,126
 5612 | 2012-01-08 21:00:00,1,0,0,1,11.48,13.635,56,15.0013,10,81,91
 5613 | 2012-01-08 22:00:00,1,0,0,1,10.66,13.635,60,7.0015,4,54,58
 5614 | 2012-01-08 23:00:00,1,0,0,1,10.66,12.12,56,16.9979,0,30,30
 5615 | 2012-01-09 00:00:00,1,0,1,1,9.84,11.365,60,15.0013,3,12,15
 5616 | 2012-01-09 01:00:00,1,0,1,1,9.84,12.12,60,8.9981,1,4,5
 5617 | 2012-01-09 02:00:00,1,0,1,1,9.84,12.12,56,8.9981,2,3,5
 5618 | 2012-01-09 03:00:00,1,0,1,1,9.84,12.12,52,11.0014,0,3,3
 5619 | 2012-01-09 04:00:00,1,0,1,1,9.02,12.12,64,7.0015,0,4,4
 5620 | 2012-01-09 05:00:00,1,0,1,2,8.2,11.365,64,6.0032,0,21,21
 5621 | 2012-01-09 06:00:00,1,0,1,2,9.02,11.365,60,8.9981,3,85,88
 5622 | 2012-01-09 07:00:00,1,0,1,2,9.02,12.12,60,7.0015,1,239,240
 5623 | 2012-01-09 08:00:00,1,0,1,2,9.02,12.88,55,6.0032,13,407,420
 5624 | 2012-01-09 09:00:00,1,0,1,2,9.02,13.635,64,0,9,188,197
 5625 | 2012-01-09 10:00:00,1,0,1,1,9.84,14.395,60,0,13,95,108
 5626 | 2012-01-09 11:00:00,1,0,1,2,10.66,14.395,56,6.0032,6,82,88
 5627 | 2012-01-09 12:00:00,1,0,1,2,10.66,13.635,56,7.0015,10,93,103
 5628 | 2012-01-09 13:00:00,1,0,1,2,10.66,13.635,56,7.0015,3,77,80
 5629 | 2012-01-09 14:00:00,1,0,1,3,9.02,11.365,75,11.0014,5,45,50
 5630 | 2012-01-09 15:00:00,1,0,1,3,9.02,11.365,75,11.0014,5,64,69
 5631 | 2012-01-09 16:00:00,1,0,1,3,9.02,12.88,87,6.0032,3,46,49
 5632 | 2012-01-09 17:00:00,1,0,1,3,9.02,13.635,87,0,5,147,152
 5633 | 2012-01-09 18:00:00,1,0,1,4,8.2,11.365,86,6.0032,6,158,164
 5634 | 2012-01-09 19:00:00,1,0,1,3,8.2,11.365,93,6.0032,3,187,190
 5635 | 2012-01-09 20:00:00,1,0,1,2,8.2,11.365,86,6.0032,5,127,132
 5636 | 2012-01-09 21:00:00,1,0,1,2,8.2,12.88,93,0,1,78,79
 5637 | 2012-01-09 22:00:00,1,0,1,2,8.2,11.365,92,7.0015,8,54,62
 5638 | 2012-01-09 23:00:00,1,0,1,2,9.02,12.12,87,7.0015,1,51,52
 5639 | 2012-01-10 00:00:00,1,0,1,2,9.02,12.12,87,7.0015,0,14,14
 5640 | 2012-01-10 01:00:00,1,0,1,2,9.02,12.12,93,7.0015,2,3,5
 5641 | 2012-01-10 02:00:00,1,0,1,2,9.02,11.365,87,11.0014,2,2,4
 5642 | 2012-01-10 04:00:00,1,0,1,2,8.2,10.605,86,11.0014,0,4,4
 5643 | 2012-01-10 05:00:00,1,0,1,1,16.4,20.455,47,15.0013,0,23,23
 5644 | 2012-01-10 06:00:00,1,0,1,2,7.38,9.09,93,12.998,0,79,79
 5645 | 2012-01-10 07:00:00,1,0,1,2,7.38,9.85,93,11.0014,3,219,222
 5646 | 2012-01-10 08:00:00,1,0,1,2,7.38,9.85,93,11.0014,6,465,471
 5647 | 2012-01-10 09:00:00,1,0,1,2,7.38,9.85,93,11.0014,11,184,195
 5648 | 2012-01-10 10:00:00,1,0,1,2,7.38,9.85,93,11.0014,3,80,83
 5649 | 2012-01-10 11:00:00,1,0,1,1,17.22,21.21,38,19.9995,8,93,101
 5650 | 2012-01-10 12:00:00,1,0,1,1,17.22,21.21,38,19.9995,13,127,140
 5651 | 2012-01-10 13:00:00,1,0,1,1,17.22,21.21,38,19.9995,15,163,178
 5652 | 2012-01-10 14:00:00,1,0,1,1,17.22,21.21,38,19.9995,10,96,106
 5653 | 2012-01-10 15:00:00,1,0,1,1,17.22,21.21,38,19.9995,17,119,136
 5654 | 2012-01-10 16:00:00,1,0,1,1,17.22,21.21,38,23.9994,15,225,240
 5655 | 2012-01-10 17:00:00,1,0,1,1,17.22,21.21,38,16.9979,14,446,460
 5656 | 2012-01-10 18:00:00,1,0,1,1,16.4,20.455,40,7.0015,13,372,385
 5657 | 2012-01-10 19:00:00,1,0,1,1,15.58,19.695,46,7.0015,11,270,281
 5658 | 2012-01-10 20:00:00,1,0,1,1,13.94,17.425,53,7.0015,10,190,200
 5659 | 2012-01-10 21:00:00,1,0,1,1,13.12,16.665,66,6.0032,7,109,116
 5660 | 2012-01-10 22:00:00,1,0,1,1,12.3,15.15,70,6.0032,10,104,114
 5661 | 2012-01-10 23:00:00,1,0,1,1,10.66,13.635,81,7.0015,3,38,41
 5662 | 2012-01-11 00:00:00,1,0,1,1,10.66,15.15,81,0,2,26,28
 5663 | 2012-01-11 01:00:00,1,0,1,1,9.84,12.88,87,6.0032,1,6,7
 5664 | 2012-01-11 02:00:00,1,0,1,1,8.2,10.605,85,11.0014,0,5,5
 5665 | 2012-01-11 03:00:00,1,0,1,1,9.02,13.635,80,0,0,4,4
 5666 | 2012-01-11 04:00:00,1,0,1,1,8.2,10.605,80,8.9981,0,2,2
 5667 | 2012-01-11 05:00:00,1,0,1,1,8.2,10.605,80,8.9981,0,22,22
 5668 | 2012-01-11 06:00:00,1,0,1,1,8.2,10.605,86,8.9981,2,72,74
 5669 | 2012-01-11 07:00:00,1,0,1,1,8.2,10.605,80,8.9981,9,247,256
 5670 | 2012-01-11 08:00:00,1,0,1,1,8.2,11.365,82,7.0015,11,488,499
 5671 | 2012-01-11 09:00:00,1,0,1,2,8.2,10.605,86,8.9981,7,218,225
 5672 | 2012-01-11 10:00:00,1,0,1,2,9.84,12.12,87,8.9981,13,84,97
 5673 | 2012-01-11 11:00:00,1,0,1,2,10.66,14.395,87,6.0032,9,90,99
 5674 | 2012-01-11 12:00:00,1,0,1,3,12.3,16.665,81,0,4,51,55
 5675 | 2012-01-11 13:00:00,1,0,1,3,13.12,17.425,76,0,8,57,65
 5676 | 2012-01-11 14:00:00,1,0,1,3,13.12,16.665,81,7.0015,3,70,73
 5677 | 2012-01-11 15:00:00,1,0,1,2,13.94,17.425,87,6.0032,6,73,79
 5678 | 2012-01-11 16:00:00,1,0,1,2,13.94,15.91,87,16.9979,6,112,118
 5679 | 2012-01-11 17:00:00,1,0,1,3,13.94,15.91,87,15.0013,6,128,134
 5680 | 2012-01-11 18:00:00,1,0,1,3,13.94,16.665,87,12.998,2,96,98
 5681 | 2012-01-11 19:00:00,1,0,1,3,13.12,15.15,93,15.0013,1,92,93
 5682 | 2012-01-11 20:00:00,1,0,1,3,13.12,15.91,93,11.0014,2,55,57
 5683 | 2012-01-11 21:00:00,1,0,1,3,13.94,15.91,87,15.0013,0,29,29
 5684 | 2012-01-11 22:00:00,1,0,1,3,13.94,16.665,87,12.998,0,49,49
 5685 | 2012-01-11 23:00:00,1,0,1,3,13.94,15.91,87,15.0013,0,9,9
 5686 | 2012-01-12 00:00:00,1,0,1,3,13.94,16.665,93,12.998,0,3,3
 5687 | 2012-01-12 01:00:00,1,0,1,3,14.76,17.425,93,12.998,0,3,3
 5688 | 2012-01-12 02:00:00,1,0,1,3,14.76,17.425,93,16.9979,1,1,2
 5689 | 2012-01-12 03:00:00,1,0,1,3,14.76,17.425,93,16.9979,0,3,3
 5690 | 2012-01-12 04:00:00,1,0,1,3,14.76,17.425,93,12.998,0,2,2
 5691 | 2012-01-12 05:00:00,1,0,1,3,13.94,17.425,93,6.0032,0,16,16
 5692 | 2012-01-12 06:00:00,1,0,1,3,14.76,17.425,93,8.9981,1,88,89
 5693 | 2012-01-12 07:00:00,1,0,1,2,13.94,15.91,87,19.0012,2,218,220
 5694 | 2012-01-12 08:00:00,1,0,1,1,13.12,15.91,81,12.998,11,497,508
 5695 | 2012-01-12 09:00:00,1,0,1,1,13.12,16.665,81,7.0015,10,220,230
 5696 | 2012-01-12 10:00:00,1,0,1,1,13.94,17.425,81,7.0015,6,84,90
 5697 | 2012-01-12 11:00:00,1,0,1,2,13.94,17.425,81,7.0015,18,101,119
 5698 | 2012-01-12 12:00:00,1,0,1,2,13.94,17.425,81,7.0015,14,130,144
 5699 | 2012-01-12 13:00:00,1,0,1,1,17.22,21.21,77,11.0014,13,170,183
 5700 | 2012-01-12 14:00:00,1,0,1,1,17.22,21.21,77,11.0014,24,132,156
 5701 | 2012-01-12 15:00:00,1,0,1,1,18.04,21.97,72,8.9981,32,156,188
 5702 | 2012-01-12 16:00:00,1,0,1,1,18.86,22.725,67,12.998,33,248,281
 5703 | 2012-01-12 17:00:00,1,0,1,1,18.86,22.725,63,11.0014,23,472,495
 5704 | 2012-01-12 18:00:00,1,0,1,1,18.04,21.97,67,12.998,22,399,421
 5705 | 2012-01-12 19:00:00,1,0,1,2,17.22,21.21,71,11.0014,17,313,330
 5706 | 2012-01-12 20:00:00,1,0,1,2,17.22,21.21,71,12.998,11,229,240
 5707 | 2012-01-12 21:00:00,1,0,1,1,18.04,21.97,67,8.9981,12,162,174
 5708 | 2012-01-12 22:00:00,1,0,1,1,15.58,19.695,76,19.9995,12,121,133
 5709 | 2012-01-12 23:00:00,1,0,1,1,16.4,20.455,76,22.0028,7,60,67
 5710 | 2012-01-13 00:00:00,1,0,1,2,16.4,20.455,71,19.0012,4,38,42
 5711 | 2012-01-13 01:00:00,1,0,1,2,15.58,19.695,76,19.9995,0,12,12
 5712 | 2012-01-13 02:00:00,1,0,1,1,16.4,20.455,76,23.9994,1,13,14
 5713 | 2012-01-13 03:00:00,1,0,1,1,14.76,16.665,87,16.9979,3,4,7
 5714 | 2012-01-13 04:00:00,1,0,1,3,13.12,14.395,70,32.9975,1,2,3
 5715 | 2012-01-13 05:00:00,1,0,1,2,12.3,12.12,70,36.9974,0,21,21
 5716 | 2012-01-13 06:00:00,1,0,1,2,10.66,12.88,75,15.0013,2,71,73
 5717 | 2012-01-13 07:00:00,1,0,1,1,10.66,12.88,60,15.0013,3,174,177
 5718 | 2012-01-13 08:00:00,1,0,1,1,9.84,10.605,52,23.9994,11,408,419
 5719 | 2012-01-13 09:00:00,1,0,1,1,9.02,9.85,47,26.0027,10,204,214
 5720 | 2012-01-13 10:00:00,1,0,1,1,9.84,9.85,44,30.0026,2,101,103
 5721 | 2012-01-13 11:00:00,1,0,1,1,9.84,9.09,38,40.9973,12,102,114
 5722 | 2012-01-13 12:00:00,1,0,1,1,9.84,9.85,38,32.9975,14,140,154
 5723 | 2012-01-13 13:00:00,1,0,1,1,10.66,10.605,33,35.0008,14,140,154
 5724 | 2012-01-13 14:00:00,1,0,1,1,10.66,10.605,33,36.9974,10,119,129
 5725 | 2012-01-13 15:00:00,1,0,1,1,10.66,10.605,33,39.0007,15,123,138
 5726 | 2012-01-13 16:00:00,1,0,1,1,11.48,12.12,30,31.0009,18,215,233
 5727 | 2012-01-13 17:00:00,1,0,1,1,11.48,12.12,33,27.9993,15,317,332
 5728 | 2012-01-13 18:00:00,1,0,1,1,10.66,11.365,38,19.9995,7,294,301
 5729 | 2012-01-13 19:00:00,1,0,1,1,10.66,12.12,38,19.0012,7,199,206
 5730 | 2012-01-13 20:00:00,1,0,1,1,9.84,12.12,41,11.0014,6,130,136
 5731 | 2012-01-13 21:00:00,1,0,1,1,9.84,10.605,41,19.0012,7,95,102
 5732 | 2012-01-13 22:00:00,1,0,1,1,8.2,9.09,47,22.0028,7,58,65
 5733 | 2012-01-13 23:00:00,1,0,1,1,7.38,9.09,47,12.998,5,60,65
 5734 | 2012-01-14 00:00:00,1,0,0,1,6.56,9.09,47,7.0015,2,42,44
 5735 | 2012-01-14 01:00:00,1,0,0,1,6.56,7.575,47,12.998,6,44,50
 5736 | 2012-01-14 02:00:00,1,0,0,1,6.56,8.335,47,11.0014,6,32,38
 5737 | 2012-01-14 03:00:00,1,0,0,1,5.74,8.335,54,7.0015,6,14,20
 5738 | 2012-01-14 04:00:00,1,0,0,1,5.74,7.575,50,8.9981,0,3,3
 5739 | 2012-01-14 05:00:00,1,0,0,1,5.74,7.575,50,8.9981,0,4,4
 5740 | 2012-01-14 06:00:00,1,0,0,1,5.74,7.575,50,0,0,5,5
 5741 | 2012-01-14 07:00:00,1,0,0,1,5.74,7.575,50,8.9981,0,24,24
 5742 | 2012-01-14 08:00:00,1,0,0,1,4.92,7.575,54,7.0015,3,89,92
 5743 | 2012-01-14 09:00:00,1,0,0,1,5.74,8.335,50,7.0015,3,78,81
 5744 | 2012-01-14 10:00:00,1,0,0,1,6.56,11.365,47,0,14,135,149
 5745 | 2012-01-14 11:00:00,1,0,0,1,8.2,9.85,40,12.998,28,150,178
 5746 | 2012-01-14 12:00:00,1,0,0,1,9.02,10.605,41,16.9979,30,189,219
 5747 | 2012-01-14 13:00:00,1,0,0,1,9.02,10.605,44,19.0012,38,182,220
 5748 | 2012-01-14 14:00:00,1,0,0,1,9.84,10.605,41,19.9995,52,179,231
 5749 | 2012-01-14 15:00:00,1,0,0,1,9.84,10.605,38,19.9995,49,177,226
 5750 | 2012-01-14 16:00:00,1,0,0,1,9.84,11.365,38,15.0013,28,178,206
 5751 | 2012-01-14 17:00:00,1,0,0,1,9.84,11.365,41,16.9979,15,129,144
 5752 | 2012-01-14 18:00:00,1,0,0,1,9.02,11.365,41,12.998,21,122,143
 5753 | 2012-01-14 19:00:00,1,0,0,1,8.2,9.85,47,15.0013,12,90,102
 5754 | 2012-01-14 20:00:00,1,0,0,1,8.2,9.85,44,16.9979,8,95,103
 5755 | 2012-01-14 21:00:00,1,0,0,1,7.38,8.335,43,16.9979,3,66,69
 5756 | 2012-01-14 22:00:00,1,0,0,1,6.56,6.82,47,23.9994,4,62,66
 5757 | 2012-01-14 23:00:00,1,0,0,1,6.56,7.575,47,15.0013,5,71,76
 5758 | 2012-01-15 00:00:00,1,0,0,1,6.56,6.82,47,22.0028,9,50,59
 5759 | 2012-01-15 01:00:00,1,0,0,2,6.56,6.82,47,19.9995,2,40,42
 5760 | 2012-01-15 02:00:00,1,0,0,2,6.56,6.82,47,19.0012,5,38,43
 5761 | 2012-01-15 03:00:00,1,0,0,2,6.56,6.82,48,26.0027,1,24,25
 5762 | 2012-01-15 04:00:00,1,0,0,2,6.56,6.82,47,26.0027,1,5,6
 5763 | 2012-01-15 05:00:00,1,0,0,2,6.56,6.82,47,22.0028,0,5,5
 5764 | 2012-01-15 06:00:00,1,0,0,2,5.74,6.06,50,19.0012,1,7,8
 5765 | 2012-01-15 07:00:00,1,0,0,1,4.92,6.06,54,19.0012,3,14,17
 5766 | 2012-01-15 08:00:00,1,0,0,1,4.92,6.06,54,15.0013,2,34,36
 5767 | 2012-01-15 09:00:00,1,0,0,1,4.92,6.82,54,12.998,10,80,90
 5768 | 2012-01-15 10:00:00,1,0,0,1,5.74,6.06,54,19.0012,11,115,126
 5769 | 2012-01-15 11:00:00,1,0,0,1,6.56,7.575,47,15.0013,21,144,165
 5770 | 2012-01-15 12:00:00,1,0,0,1,7.38,8.335,40,19.9995,42,192,234
 5771 | 2012-01-15 13:00:00,1,0,0,1,8.2,9.09,34,19.0012,40,184,224
 5772 | 2012-01-15 14:00:00,1,0,0,1,8.2,9.09,32,23.9994,25,163,188
 5773 | 2012-01-15 15:00:00,1,0,0,1,9.02,11.365,27,12.998,33,173,206
 5774 | 2012-01-15 16:00:00,1,0,0,1,9.02,10.605,29,19.9995,31,174,205
 5775 | 2012-01-15 17:00:00,1,0,0,1,9.02,10.605,25,16.9979,15,131,146
 5776 | 2012-01-15 18:00:00,1,0,0,1,7.38,9.09,29,15.0013,7,113,120
 5777 | 2012-01-15 19:00:00,1,0,0,1,6.56,8.335,37,11.0014,9,101,110
 5778 | 2012-01-15 20:00:00,1,0,0,1,6.56,9.09,37,7.0015,10,85,95
 5779 | 2012-01-15 21:00:00,1,0,0,1,6.56,8.335,40,11.0014,1,71,72
 5780 | 2012-01-15 22:00:00,1,0,0,1,7.38,10.605,37,6.0032,2,58,60
 5781 | 2012-01-15 23:00:00,1,0,0,1,6.56,9.85,43,6.0032,3,26,29
 5782 | 2012-01-16 00:00:00,1,1,0,1,5.74,7.575,46,8.9981,2,23,25
 5783 | 2012-01-16 01:00:00,1,1,0,1,5.74,8.335,43,7.0015,2,18,20
 5784 | 2012-01-16 02:00:00,1,1,0,1,5.74,10.605,46,0,3,14,17
 5785 | 2012-01-16 03:00:00,1,1,0,1,4.92,9.85,50,0,0,3,3
 5786 | 2012-01-16 04:00:00,1,1,0,1,4.92,7.575,58,7.0015,2,6,8
 5787 | 2012-01-16 05:00:00,1,1,0,1,4.92,8.335,54,6.0032,1,5,6
 5788 | 2012-01-16 06:00:00,1,1,0,1,4.1,6.82,54,6.0032,0,13,13
 5789 | 2012-01-16 07:00:00,1,1,0,1,4.1,6.82,54,7.0015,5,28,33
 5790 | 2012-01-16 08:00:00,1,1,0,1,4.1,6.06,58,11.0014,3,75,78
 5791 | 2012-01-16 09:00:00,1,1,0,1,4.1,6.06,58,11.0014,7,89,96
 5792 | 2012-01-16 10:00:00,1,1,0,2,5.74,6.82,59,12.998,19,107,126
 5793 | 2012-01-16 11:00:00,1,1,0,1,6.56,7.575,59,16.9979,21,158,179
 5794 | 2012-01-16 12:00:00,1,1,0,1,8.2,9.09,55,22.0028,20,165,185
 5795 | 2012-01-16 13:00:00,1,1,0,2,9.84,9.85,41,27.9993,26,202,228
 5796 | 2012-01-16 14:00:00,1,1,0,1,9.84,10.605,44,26.0027,23,158,181
 5797 | 2012-01-16 15:00:00,1,1,0,1,10.66,10.605,44,30.0026,17,175,192
 5798 | 2012-01-16 16:00:00,1,1,0,1,10.66,11.365,44,23.9994,22,158,180
 5799 | 2012-01-16 17:00:00,1,1,0,1,10.66,11.365,48,22.0028,19,174,193
 5800 | 2012-01-16 18:00:00,1,1,0,1,10.66,11.365,52,22.0028,6,175,181
 5801 | 2012-01-16 19:00:00,1,1,0,1,10.66,12.12,56,19.0012,10,134,144
 5802 | 2012-01-16 20:00:00,1,1,0,1,10.66,12.12,60,19.0012,2,88,90
 5803 | 2012-01-16 21:00:00,1,1,0,1,11.48,12.88,52,22.0028,3,46,49
 5804 | 2012-01-16 22:00:00,1,1,0,2,12.3,13.635,49,23.9994,4,39,43
 5805 | 2012-01-16 23:00:00,1,1,0,3,10.66,11.365,70,19.9995,0,28,28
 5806 | 2012-01-17 00:00:00,1,0,1,2,10.66,11.365,70,22.0028,0,12,12
 5807 | 2012-01-17 01:00:00,1,0,1,2,11.48,12.88,65,23.9994,0,2,2
 5808 | 2012-01-17 02:00:00,1,0,1,3,11.48,13.635,75,16.9979,0,12,12
 5809 | 2012-01-17 04:00:00,1,0,1,3,13.12,15.15,66,22.0028,0,2,2
 5810 | 2012-01-17 05:00:00,1,0,1,3,13.12,15.15,66,22.0028,0,13,13
 5811 | 2012-01-17 06:00:00,1,0,1,3,12.3,14.395,75,16.9979,0,57,57
 5812 | 2012-01-17 07:00:00,1,0,1,3,12.3,14.395,81,15.0013,5,121,126
 5813 | 2012-01-17 08:00:00,1,0,1,3,12.3,14.395,81,19.0012,3,90,93
 5814 | 2012-01-17 09:00:00,1,0,1,3,13.12,15.15,81,16.9979,7,61,68
 5815 | 2012-01-17 10:00:00,1,0,1,3,12.3,14.395,87,16.9979,1,61,62
 5816 | 2012-01-17 11:00:00,1,0,1,2,13.94,17.425,87,7.0015,2,73,75
 5817 | 2012-01-17 12:00:00,1,0,1,2,13.12,15.15,87,19.0012,3,83,86
 5818 | 2012-01-17 13:00:00,1,0,1,2,15.58,19.695,76,22.0028,8,95,103
 5819 | 2012-01-17 14:00:00,1,0,1,1,18.04,21.97,62,32.9975,12,120,132
 5820 | 2012-01-17 15:00:00,1,0,1,1,18.04,21.97,62,32.9975,6,123,129
 5821 | 2012-01-17 16:00:00,1,0,1,1,18.86,22.725,63,36.9974,14,205,219
 5822 | 2012-01-17 17:00:00,1,0,1,1,18.86,22.725,63,30.0026,20,442,462
 5823 | 2012-01-17 18:00:00,1,0,1,1,18.86,22.725,63,30.0026,12,451,463
 5824 | 2012-01-17 19:00:00,1,0,1,1,18.86,22.725,63,27.9993,11,297,308
 5825 | 2012-01-17 20:00:00,1,0,1,1,18.86,22.725,63,23.9994,11,169,180
 5826 | 2012-01-17 21:00:00,1,0,1,1,18.86,22.725,67,31.0009,6,174,180
 5827 | 2012-01-17 22:00:00,1,0,1,1,18.86,22.725,72,26.0027,5,85,90
 5828 | 2012-01-17 23:00:00,1,0,1,1,18.86,22.725,72,26.0027,1,60,61
 5829 | 2012-01-18 00:00:00,1,0,1,2,18.86,22.725,77,22.0028,3,14,17
 5830 | 2012-01-18 01:00:00,1,0,1,2,18.86,22.725,77,22.0028,0,10,10
 5831 | 2012-01-18 02:00:00,1,0,1,2,18.04,21.97,51,32.9975,1,1,2
 5832 | 2012-01-18 03:00:00,1,0,1,2,18.04,21.97,51,32.9975,1,3,4
 5833 | 2012-01-18 04:00:00,1,0,1,1,13.94,14.395,46,35.0008,0,1,1
 5834 | 2012-01-18 05:00:00,1,0,1,1,13.94,14.395,46,35.0008,0,29,29
 5835 | 2012-01-18 06:00:00,1,0,1,1,13.94,14.395,36,35.0008,0,88,88
 5836 | 2012-01-18 07:00:00,1,0,1,1,13.12,14.395,42,23.9994,1,262,263
 5837 | 2012-01-18 08:00:00,1,0,1,1,12.3,13.635,52,27.9993,15,474,489
 5838 | 2012-01-18 09:00:00,1,0,1,1,11.48,12.88,52,22.0028,6,196,202
 5839 | 2012-01-18 10:00:00,1,0,1,1,12.3,13.635,42,31.0009,5,88,93
 5840 | 2012-01-18 11:00:00,1,0,1,1,12.3,13.635,42,26.0027,4,110,114
 5841 | 2012-01-18 12:00:00,1,0,1,1,12.3,12.88,39,32.9975,6,155,161
 5842 | 2012-01-18 13:00:00,1,0,1,1,12.3,13.635,42,31.0009,6,124,130
 5843 | 2012-01-18 14:00:00,1,0,1,1,12.3,13.635,33,26.0027,7,98,105
 5844 | 2012-01-18 15:00:00,1,0,1,1,12.3,12.88,33,35.0008,8,122,130
 5845 | 2012-01-18 16:00:00,1,0,1,1,11.48,11.365,30,35.0008,13,163,176
 5846 | 2012-01-18 17:00:00,1,0,1,1,10.66,10.605,33,30.0026,8,338,346
 5847 | 2012-01-18 18:00:00,1,0,1,1,9.84,10.605,32,23.9994,8,347,355
 5848 | 2012-01-18 19:00:00,1,0,1,1,9.02,9.85,37,26.0027,5,251,256
 5849 | 2012-01-18 20:00:00,1,0,1,1,9.02,10.605,37,16.9979,1,164,165
 5850 | 2012-01-18 21:00:00,1,0,1,1,8.2,8.335,40,27.9993,5,119,124
 5851 | 2012-01-18 22:00:00,1,0,1,1,7.38,8.335,47,16.9979,4,74,78
 5852 | 2012-01-18 23:00:00,1,0,1,1,6.56,6.82,47,19.9995,2,36,38
 5853 | 2012-01-19 00:00:00,1,0,1,1,5.74,6.82,50,12.998,0,16,16
 5854 | 2012-01-19 01:00:00,1,0,1,1,5.74,7.575,50,11.0014,0,5,5
 5855 | 2012-01-19 02:00:00,1,0,1,1,5.74,7.575,50,8.9981,0,3,3
 5856 | 2012-01-19 03:00:00,1,0,1,1,4.92,7.575,54,7.0015,0,4,4
 5857 | 2012-01-19 04:00:00,1,0,1,1,4.92,7.575,54,7.0015,0,1,1
 5858 | 2012-01-19 05:00:00,1,0,1,1,4.92,6.06,55,16.9979,0,19,19
 5859 | 2012-01-19 06:00:00,1,0,1,1,4.92,6.82,54,11.0014,0,86,86
 5860 | 2012-01-19 07:00:00,1,0,1,1,4.92,8.335,54,6.0032,2,204,206
 5861 | 2012-01-19 08:00:00,1,0,1,1,4.92,7.575,54,7.0015,9,414,423
 5862 | 2012-01-19 09:00:00,1,0,1,1,4.92,9.85,54,0,6,204,210
 5863 | 2012-01-19 10:00:00,1,0,1,1,5.74,10.605,59,0,10,98,108
 5864 | 2012-01-19 11:00:00,1,0,1,1,6.56,8.335,55,11.0014,6,93,99
 5865 | 2012-01-19 12:00:00,1,0,1,1,8.2,9.85,51,12.998,5,106,111
 5866 | 2012-01-19 13:00:00,1,0,1,1,9.02,10.605,47,19.0012,6,118,124
 5867 | 2012-01-19 14:00:00,1,0,1,1,9.84,11.365,44,12.998,15,104,119
 5868 | 2012-01-19 15:00:00,1,0,1,1,10.66,11.365,44,19.9995,9,118,127
 5869 | 2012-01-19 16:00:00,1,0,1,1,10.66,11.365,41,22.0028,8,185,193
 5870 | 2012-01-19 17:00:00,1,0,1,2,10.66,11.365,44,22.0028,21,364,385
 5871 | 2012-01-19 18:00:00,1,0,1,2,10.66,11.365,44,22.0028,16,345,361
 5872 | 2012-01-19 19:00:00,1,0,1,2,10.66,11.365,48,19.9995,5,229,234
 5873 | 2012-01-19 20:00:00,1,0,1,1,10.66,10.605,52,30.0026,7,184,191
 5874 | 2012-01-19 21:00:00,1,0,1,1,10.66,11.365,44,23.9994,4,117,121
 5875 | 2012-01-19 22:00:00,1,0,1,2,10.66,11.365,44,27.9993,0,90,90
 5876 | 2012-01-19 23:00:00,1,0,1,1,10.66,11.365,48,22.0028,1,55,56
 5877 | 2012-02-01 00:00:00,1,0,1,1,18.04,21.97,38,19.0012,0,31,31
 5878 | 2012-02-01 01:00:00,1,0,1,1,18.04,21.97,41,19.0012,0,4,4
 5879 | 2012-02-01 02:00:00,1,0,1,1,18.04,21.97,44,19.0012,1,6,7
 5880 | 2012-02-01 03:00:00,1,0,1,1,18.04,21.97,44,12.998,0,3,3
 5881 | 2012-02-01 04:00:00,1,0,1,1,16.4,20.455,50,11.0014,0,1,1
 5882 | 2012-02-01 05:00:00,1,0,1,1,16.4,20.455,50,11.0014,0,18,18
 5883 | 2012-02-01 06:00:00,1,0,1,3,16.4,20.455,54,11.0014,0,67,67
 5884 | 2012-02-01 07:00:00,1,0,1,3,15.58,19.695,62,6.0032,7,201,208
 5885 | 2012-02-01 08:00:00,1,0,1,3,14.76,18.18,73,7.0015,15,505,520
 5886 | 2012-02-01 09:00:00,1,0,1,2,14.76,17.425,71,12.998,9,267,276
 5887 | 2012-02-01 10:00:00,1,0,1,1,16.4,20.455,62,8.9981,9,124,133
 5888 | 2012-02-01 11:00:00,1,0,1,1,16.4,20.455,58,11.0014,27,116,143
 5889 | 2012-02-01 12:00:00,1,0,1,1,18.04,21.97,54,7.0015,26,153,179
 5890 | 2012-02-01 13:00:00,1,0,1,1,18.86,22.725,47,15.0013,12,174,186
 5891 | 2012-02-01 14:00:00,1,0,1,1,25.42,31.06,33,15.0013,33,159,192
 5892 | 2012-02-01 15:00:00,1,0,1,1,24.6,31.06,35,19.0012,25,169,194
 5893 | 2012-02-01 16:00:00,1,0,1,1,24.6,31.06,40,15.0013,22,261,283
 5894 | 2012-02-01 17:00:00,1,0,1,1,23.78,27.275,43,12.998,31,508,539
 5895 | 2012-02-01 18:00:00,1,0,1,1,22.96,26.515,46,11.0014,12,514,526
 5896 | 2012-02-01 19:00:00,1,0,1,1,22.14,25.76,52,19.0012,20,315,335
 5897 | 2012-02-01 20:00:00,1,0,1,1,21.32,25,52,11.0014,10,254,264
 5898 | 2012-02-01 21:00:00,1,0,1,1,21.32,25,52,11.0014,16,217,233
 5899 | 2012-02-01 22:00:00,1,0,1,1,20.5,24.24,55,12.998,7,133,140
 5900 | 2012-02-01 23:00:00,1,0,1,1,18.86,22.725,63,6.0032,22,75,97
 5901 | 2012-02-02 00:00:00,1,0,1,1,18.86,22.725,59,8.9981,7,24,31
 5902 | 2012-02-02 01:00:00,1,0,1,2,18.86,22.725,55,0,3,14,17
 5903 | 2012-02-02 02:00:00,1,0,1,2,17.22,21.21,67,8.9981,2,7,9
 5904 | 2012-02-02 03:00:00,1,0,1,2,17.22,21.21,67,8.9981,0,2,2
 5905 | 2012-02-02 04:00:00,1,0,1,3,16.4,20.455,82,6.0032,0,1,1
 5906 | 2012-02-02 05:00:00,1,0,1,3,16.4,20.455,82,0,0,19,19
 5907 | 2012-02-02 06:00:00,1,0,1,3,14.76,18.94,90,0,1,73,74
 5908 | 2012-02-02 07:00:00,1,0,1,3,14.76,18.94,93,0,4,201,205
 5909 | 2012-02-02 08:00:00,1,0,1,3,16.4,20.455,87,0,9,436,445
 5910 | 2012-02-02 09:00:00,1,0,1,3,15.58,19.695,87,0,15,213,228
 5911 | 2012-02-02 10:00:00,1,0,1,3,17.22,21.21,77,7.0015,6,72,78
 5912 | 2012-02-02 11:00:00,1,0,1,3,16.4,20.455,82,16.9979,6,99,105
 5913 | 2012-02-02 12:00:00,1,0,1,1,17.22,21.21,82,0,8,140,148
 5914 | 2012-02-02 13:00:00,1,0,1,2,17.22,21.21,77,0,13,124,137
 5915 | 2012-02-02 14:00:00,1,0,1,1,16.4,20.455,76,7.0015,12,129,141
 5916 | 2012-02-02 15:00:00,1,0,1,1,18.86,22.725,67,11.0014,24,150,174
 5917 | 2012-02-02 16:00:00,1,0,1,1,18.86,22.725,55,19.0012,18,211,229
 5918 | 2012-02-02 17:00:00,1,0,1,1,17.22,21.21,54,32.9975,13,437,450
 5919 | 2012-02-02 18:00:00,1,0,1,1,16.4,20.455,43,31.0009,17,393,410
 5920 | 2012-02-02 19:00:00,1,0,1,1,15.58,19.695,43,35.0008,16,311,327
 5921 | 2012-02-02 20:00:00,1,0,1,1,14.76,15.91,46,35.0008,9,204,213
 5922 | 2012-02-02 21:00:00,1,0,1,1,13.94,15.15,46,27.9993,4,144,148
 5923 | 2012-02-02 22:00:00,1,0,1,1,13.12,14.395,49,27.9993,3,106,109
 5924 | 2012-02-02 23:00:00,1,0,1,1,13.12,15.15,49,16.9979,0,61,61
 5925 | 2012-02-03 00:00:00,1,0,1,1,13.12,14.395,53,26.0027,1,37,38
 5926 | 2012-02-03 01:00:00,1,0,1,1,12.3,13.635,56,22.0028,3,19,22
 5927 | 2012-02-03 02:00:00,1,0,1,1,12.3,14.395,52,15.0013,0,6,6
 5928 | 2012-02-03 03:00:00,1,0,1,1,11.48,12.88,56,19.9995,0,4,4
 5929 | 2012-02-03 04:00:00,1,0,1,1,10.66,12.88,60,15.0013,0,2,2
 5930 | 2012-02-03 05:00:00,1,0,1,1,10.66,12.88,60,15.0013,0,17,17
 5931 | 2012-02-03 06:00:00,1,0,1,1,9.84,12.12,65,11.0014,0,88,88
 5932 | 2012-02-03 07:00:00,1,0,1,1,9.84,11.365,65,15.0013,10,216,226
 5933 | 2012-02-03 08:00:00,1,0,1,1,9.84,11.365,65,15.0013,12,429,441
 5934 | 2012-02-03 09:00:00,1,0,1,1,9.84,11.365,65,12.998,18,252,270
 5935 | 2012-02-03 10:00:00,1,0,1,1,11.48,12.88,56,19.0012,15,114,129
 5936 | 2012-02-03 11:00:00,1,0,1,1,13.12,15.15,53,19.9995,15,149,164
 5937 | 2012-02-03 12:00:00,1,0,1,1,13.94,16.665,46,8.9981,25,191,216
 5938 | 2012-02-03 13:00:00,1,0,1,1,14.76,18.18,46,0,25,173,198
 5939 | 2012-02-03 14:00:00,1,0,1,1,14.76,17.425,46,15.0013,22,148,170
 5940 | 2012-02-03 15:00:00,1,0,1,1,15.58,19.695,40,0,48,168,216
 5941 | 2012-02-03 16:00:00,1,0,1,1,16.4,20.455,37,7.0015,36,275,311
 5942 | 2012-02-03 17:00:00,1,0,1,1,16.4,20.455,37,6.0032,30,458,488
 5943 | 2012-02-03 18:00:00,1,0,1,1,15.58,19.695,40,8.9981,17,368,385
 5944 | 2012-02-03 19:00:00,1,0,1,1,13.94,17.425,49,7.0015,11,256,267
 5945 | 2012-02-03 20:00:00,1,0,1,1,13.94,17.425,49,7.0015,8,155,163
 5946 | 2012-02-03 21:00:00,1,0,1,1,13.94,17.425,49,7.0015,8,126,134
 5947 | 2012-02-03 22:00:00,1,0,1,1,13.94,17.425,49,7.0015,3,116,119
 5948 | 2012-02-03 23:00:00,1,0,1,1,10.66,13.635,70,7.0015,3,74,77
 5949 | 2012-02-04 00:00:00,1,0,0,1,10.66,13.635,70,7.0015,10,76,86
 5950 | 2012-02-04 01:00:00,1,0,0,1,10.66,13.635,70,7.0015,0,43,43
 5951 | 2012-02-04 02:00:00,1,0,0,1,9.84,12.88,70,6.0032,6,38,44
 5952 | 2012-02-04 03:00:00,1,0,0,1,9.84,14.395,75,0,1,17,18
 5953 | 2012-02-04 04:00:00,1,0,0,1,9.84,12.88,81,6.0032,1,5,6
 5954 | 2012-02-04 05:00:00,1,0,0,1,9.84,12.88,81,6.0032,1,3,4
 5955 | 2012-02-04 06:00:00,1,0,0,1,9.02,11.365,87,8.9981,1,4,5
 5956 | 2012-02-04 07:00:00,1,0,0,2,9.84,12.12,87,8.9981,1,27,28
 5957 | 2012-02-04 08:00:00,1,0,0,1,9.84,14.395,87,0,4,86,90
 5958 | 2012-02-04 09:00:00,1,0,0,1,9.84,12.12,81,8.9981,16,141,157
 5959 | 2012-02-04 10:00:00,1,0,0,1,9.84,12.88,87,7.0015,31,193,224
 5960 | 2012-02-04 11:00:00,1,0,0,1,12.3,16.665,70,0,46,224,270
 5961 | 2012-02-04 12:00:00,1,0,0,2,12.3,15.91,70,6.0032,40,260,300
 5962 | 2012-02-04 13:00:00,1,0,0,2,12.3,14.395,70,12.998,58,244,302
 5963 | 2012-02-04 14:00:00,1,0,0,2,13.12,15.15,66,15.0013,47,229,276
 5964 | 2012-02-04 15:00:00,1,0,0,2,13.12,15.15,66,15.0013,61,244,305
 5965 | 2012-02-04 16:00:00,1,0,0,2,13.94,16.665,61,11.0014,20,123,143
 5966 | 2012-02-04 17:00:00,1,0,0,3,12.3,14.395,70,12.998,13,54,67
 5967 | 2012-02-04 18:00:00,1,0,0,3,11.48,13.635,75,11.0014,6,58,64
 5968 | 2012-02-04 19:00:00,1,0,0,3,10.66,13.635,87,8.9981,5,75,80
 5969 | 2012-02-04 20:00:00,1,0,0,3,9.84,11.365,93,12.998,4,73,77
 5970 | 2012-02-04 21:00:00,1,0,0,3,9.84,12.12,93,8.9981,4,74,78
 5971 | 2012-02-04 22:00:00,1,0,0,2,9.84,12.88,87,6.0032,4,91,95
 5972 | 2012-02-04 23:00:00,1,0,0,2,9.84,12.12,87,8.9981,4,66,70
 5973 | 2012-02-05 00:00:00,1,0,0,2,9.84,12.12,87,8.9981,3,58,61
 5974 | 2012-02-05 01:00:00,1,0,0,2,9.84,12.88,93,7.0015,5,46,51
 5975 | 2012-02-05 02:00:00,1,0,0,2,9.84,12.88,93,7.0015,4,59,63
 5976 | 2012-02-05 03:00:00,1,0,0,3,9.84,12.88,87,6.0032,4,13,17
 5977 | 2012-02-05 04:00:00,1,0,0,2,9.84,12.12,87,8.9981,0,9,9
 5978 | 2012-02-05 05:00:00,1,0,0,3,10.66,12.88,81,12.998,0,4,4
 5979 | 2012-02-05 06:00:00,1,0,0,2,10.66,12.12,70,16.9979,0,4,4
 5980 | 2012-02-05 07:00:00,1,0,0,2,9.84,12.12,75,11.0014,0,16,16
 5981 | 2012-02-05 08:00:00,1,0,0,2,9.84,12.12,75,11.0014,4,58,62
 5982 | 2012-02-05 09:00:00,1,0,0,2,9.84,11.365,70,15.0013,9,83,92
 5983 | 2012-02-05 10:00:00,1,0,0,2,10.66,12.12,65,19.0012,10,138,148
 5984 | 2012-02-05 11:00:00,1,0,0,2,10.66,12.88,70,12.998,22,160,182
 5985 | 2012-02-05 12:00:00,1,0,0,2,10.66,12.88,65,12.998,25,223,248
 5986 | 2012-02-05 13:00:00,1,0,0,2,11.48,13.635,61,11.0014,33,241,274
 5987 | 2012-02-05 14:00:00,1,0,0,1,12.3,15.15,61,11.0014,40,203,243
 5988 | 2012-02-05 15:00:00,1,0,0,2,12.3,14.395,56,16.9979,55,217,272
 5989 | 2012-02-05 16:00:00,1,0,0,1,12.3,14.395,56,15.0013,35,261,296
 5990 | 2012-02-05 17:00:00,1,0,0,1,13.12,15.91,53,11.0014,31,275,306
 5991 | 2012-02-05 18:00:00,1,0,0,1,12.3,14.395,52,16.9979,10,171,181
 5992 | 2012-02-05 19:00:00,1,0,0,1,12.3,14.395,52,15.0013,6,63,69
 5993 | 2012-02-05 20:00:00,1,0,0,1,11.48,13.635,56,12.998,3,47,50
 5994 | 2012-02-05 21:00:00,1,0,0,1,11.48,14.395,56,7.0015,6,60,66
 5995 | 2012-02-05 22:00:00,1,0,0,1,10.66,13.635,60,7.0015,9,182,191
 5996 | 2012-02-05 23:00:00,1,0,0,1,9.84,12.12,70,8.9981,4,38,42
 5997 | 2012-02-06 00:00:00,1,0,1,1,9.84,12.12,65,8.9981,7,14,21
 5998 | 2012-02-06 01:00:00,1,0,1,1,9.02,12.88,75,6.0032,0,6,6
 5999 | 2012-02-06 02:00:00,1,0,1,1,9.02,13.635,75,0,0,3,3
 6000 | 2012-02-06 04:00:00,1,0,1,1,7.38,10.605,80,7.0015,0,2,2
 6001 | 2012-02-06 05:00:00,1,0,1,1,7.38,10.605,80,7.0015,0,17,17
 6002 | 2012-02-06 06:00:00,1,0,1,1,6.56,9.09,86,7.0015,0,72,72
 6003 | 2012-02-06 07:00:00,1,0,1,1,6.56,9.09,86,7.0015,5,229,234
 6004 | 2012-02-06 08:00:00,1,0,1,1,6.56,9.09,86,8.9981,10,434,444
 6005 | 2012-02-06 09:00:00,1,0,1,1,7.38,10.605,80,7.0015,8,269,277
 6006 | 2012-02-06 10:00:00,1,0,1,1,9.02,12.12,75,7.0015,20,96,116
 6007 | 2012-02-06 11:00:00,1,0,1,1,10.66,13.635,70,8.9981,12,104,116
 6008 | 2012-02-06 12:00:00,1,0,1,1,13.12,15.91,61,11.0014,19,131,150
 6009 | 2012-02-06 13:00:00,1,0,1,1,15.58,19.695,40,15.0013,17,124,141
 6010 | 2012-02-06 14:00:00,1,0,1,1,16.4,20.455,35,11.0014,14,126,140
 6011 | 2012-02-06 15:00:00,1,0,1,1,17.22,21.21,32,19.0012,25,146,171
 6012 | 2012-02-06 16:00:00,1,0,1,1,16.4,20.455,43,16.9979,13,215,228
 6013 | 2012-02-06 17:00:00,1,0,1,1,16.4,20.455,43,16.9979,13,417,430
 6014 | 2012-02-06 18:00:00,1,0,1,1,15.58,19.695,43,15.0013,11,426,437
 6015 | 2012-02-06 19:00:00,1,0,1,1,14.76,16.665,43,16.9979,7,284,291
 6016 | 2012-02-06 20:00:00,1,0,1,1,13.94,16.665,46,11.0014,7,194,201
 6017 | 2012-02-06 21:00:00,1,0,1,1,13.12,15.91,57,11.0014,11,143,154
 6018 | 2012-02-06 22:00:00,1,0,1,1,12.3,15.15,65,8.9981,4,83,87
 6019 | 2012-02-06 23:00:00,1,0,1,1,12.3,15.15,65,8.9981,3,43,46
 6020 | 2012-02-07 00:00:00,1,0,1,1,12.3,14.395,70,12.998,1,22,23
 6021 | 2012-02-07 01:00:00,1,0,1,1,11.48,14.395,61,8.9981,8,6,14
 6022 | 2012-02-07 02:00:00,1,0,1,1,12.3,16.665,61,0,0,4,4
 6023 | 2012-02-07 03:00:00,1,0,1,2,12.3,16.665,70,0,1,1,2
 6024 | 2012-02-07 04:00:00,1,0,1,2,12.3,16.665,70,0,0,3,3
 6025 | 2012-02-07 05:00:00,1,0,1,1,13.12,16.665,49,6.0032,0,15,15
 6026 | 2012-02-07 06:00:00,1,0,1,1,13.12,15.15,45,19.9995,2,98,100
 6027 | 2012-02-07 07:00:00,1,0,1,1,13.12,17.425,45,0,6,293,299
 6028 | 2012-02-07 08:00:00,1,0,1,1,12.3,15.91,49,0,7,522,529
 6029 | 2012-02-07 09:00:00,1,0,1,1,13.12,16.665,49,0,11,278,289
 6030 | 2012-02-07 10:00:00,1,0,1,1,13.94,16.665,46,11.0014,12,104,116
 6031 | 2012-02-07 11:00:00,1,0,1,1,14.76,17.425,46,12.998,9,120,129
 6032 | 2012-02-07 12:00:00,1,0,1,1,16.4,20.455,40,22.0028,9,163,172
 6033 | 2012-02-07 13:00:00,1,0,1,1,18.04,21.97,38,16.9979,15,169,184
 6034 | 2012-02-07 14:00:00,1,0,1,1,18.04,21.97,38,16.9979,11,127,138
 6035 | 2012-02-07 15:00:00,1,0,1,1,18.04,21.97,38,12.998,13,133,146
 6036 | 2012-02-07 16:00:00,1,0,1,1,18.04,21.97,35,16.9979,19,257,276
 6037 | 2012-02-07 17:00:00,1,0,1,1,18.04,21.97,35,12.998,15,494,509
 6038 | 2012-02-07 18:00:00,1,0,1,1,17.22,21.21,38,12.998,10,508,518
 6039 | 2012-02-07 19:00:00,1,0,1,1,15.58,19.695,43,15.0013,11,327,338
 6040 | 2012-02-07 20:00:00,1,0,1,1,14.76,17.425,50,8.9981,6,206,212
 6041 | 2012-02-07 21:00:00,1,0,1,1,13.94,17.425,61,7.0015,20,170,190
 6042 | 2012-02-07 22:00:00,1,0,1,1,13.12,15.91,57,12.998,11,107,118
 6043 | 2012-02-07 23:00:00,1,0,1,1,13.12,16.665,57,8.9981,2,49,51
 6044 | 2012-02-08 00:00:00,1,0,1,1,12.3,14.395,56,15.0013,2,21,23
 6045 | 2012-02-08 01:00:00,1,0,1,1,11.48,13.635,61,11.0014,1,9,10
 6046 | 2012-02-08 02:00:00,1,0,1,1,10.66,15.15,65,0,0,1,1
 6047 | 2012-02-08 03:00:00,1,0,1,1,10.66,15.15,65,0,0,1,1
 6048 | 2012-02-08 04:00:00,1,0,1,1,9.84,12.88,70,6.0032,0,1,1
 6049 | 2012-02-08 05:00:00,1,0,1,1,9.84,12.88,70,6.0032,0,20,20
 6050 | 2012-02-08 06:00:00,1,0,1,2,9.84,14.395,70,0,3,95,98
 6051 | 2012-02-08 07:00:00,1,0,1,2,9.84,12.88,70,7.0015,5,276,281
 6052 | 2012-02-08 08:00:00,1,0,1,2,9.84,11.365,70,15.0013,13,495,508
 6053 | 2012-02-08 09:00:00,1,0,1,2,9.84,12.88,70,11.0014,8,245,253
 6054 | 2012-02-08 10:00:00,1,0,1,2,10.66,12.88,70,15.0013,1,107,108
 6055 | 2012-02-08 11:00:00,1,0,1,2,10.66,12.88,65,15.0013,5,97,102
 6056 | 2012-02-08 12:00:00,1,0,1,2,11.48,12.88,65,19.0012,14,124,138
 6057 | 2012-02-08 13:00:00,1,0,1,2,11.48,14.395,61,7.0015,15,111,126
 6058 | 2012-02-08 14:00:00,1,0,1,2,12.3,15.15,56,11.0014,8,100,108
 6059 | 2012-02-08 15:00:00,1,0,1,3,12.3,15.91,61,7.0015,5,49,54
 6060 | 2012-02-08 16:00:00,1,0,1,3,10.66,13.635,81,7.0015,2,73,75
 6061 | 2012-02-08 17:00:00,1,0,1,3,9.84,12.88,87,7.0015,8,147,155
 6062 | 2012-02-08 18:00:00,1,0,1,3,9.84,12.88,87,7.0015,4,163,167
 6063 | 2012-02-08 19:00:00,1,0,1,3,9.84,12.88,87,7.0015,3,158,161
 6064 | 2012-02-08 20:00:00,1,0,1,3,9.84,12.12,87,8.9981,3,122,125
 6065 | 2012-02-08 21:00:00,1,0,1,3,9.84,11.365,87,12.998,3,126,129
 6066 | 2012-02-08 22:00:00,1,0,1,2,9.84,12.12,87,8.9981,3,95,98
 6067 | 2012-02-08 23:00:00,1,0,1,2,9.84,12.12,87,11.0014,3,57,60
 6068 | 2012-02-09 00:00:00,1,0,1,2,9.84,12.12,87,11.0014,3,23,26
 6069 | 2012-02-09 01:00:00,1,0,1,2,9.84,12.12,87,8.9981,2,10,12
 6070 | 2012-02-09 02:00:00,1,0,1,1,9.02,11.365,80,8.9981,0,2,2
 6071 | 2012-02-09 03:00:00,1,0,1,1,9.02,10.605,80,19.0012,0,4,4
 6072 | 2012-02-09 04:00:00,1,0,1,2,9.02,9.85,75,30.0026,0,1,1
 6073 | 2012-02-09 05:00:00,1,0,1,1,8.2,9.09,75,19.0012,0,18,18
 6074 | 2012-02-09 06:00:00,1,0,1,1,8.2,9.09,75,19.0012,1,75,76
 6075 | 2012-02-09 07:00:00,1,0,1,1,8.2,9.85,69,16.9979,4,263,267
 6076 | 2012-02-09 08:00:00,1,0,1,1,8.2,9.85,64,16.9979,11,473,484
 6077 | 2012-02-09 09:00:00,1,0,1,1,8.2,9.85,59,15.0013,9,229,238
 6078 | 2012-02-09 10:00:00,1,0,1,1,9.02,10.605,51,15.0013,7,90,97
 6079 | 2012-02-09 11:00:00,1,0,1,1,9.84,11.365,52,15.0013,4,95,99
 6080 | 2012-02-09 12:00:00,1,0,1,1,10.66,11.365,48,22.0028,10,148,158
 6081 | 2012-02-09 13:00:00,1,0,1,1,12.3,13.635,42,22.0028,10,144,154
 6082 | 2012-02-09 14:00:00,1,0,1,1,13.12,15.15,39,19.9995,18,126,144
 6083 | 2012-02-09 15:00:00,1,0,1,1,13.12,15.15,36,19.9995,14,120,134
 6084 | 2012-02-09 16:00:00,1,0,1,1,13.94,16.665,36,0,15,223,238
 6085 | 2012-02-09 17:00:00,1,0,1,1,13.94,16.665,34,8.9981,12,387,399
 6086 | 2012-02-09 18:00:00,1,0,1,1,13.94,16.665,31,11.0014,13,404,417
 6087 | 2012-02-09 19:00:00,1,0,1,1,13.12,16.665,33,7.0015,8,287,295
 6088 | 2012-02-09 20:00:00,1,0,1,1,13.12,17.425,36,0,2,197,199
 6089 | 2012-02-09 21:00:00,1,0,1,1,12.3,15.91,52,6.0032,8,169,177
 6090 | 2012-02-09 22:00:00,1,0,1,2,12.3,16.665,56,0,3,104,107
 6091 | 2012-02-09 23:00:00,1,0,1,2,12.3,16.665,52,0,9,75,84
 6092 | 2012-02-10 00:00:00,1,0,1,2,11.48,15.15,65,6.0032,4,39,43
 6093 | 2012-02-10 01:00:00,1,0,1,2,11.48,15.15,61,6.0032,2,11,13
 6094 | 2012-02-10 02:00:00,1,0,1,1,10.66,14.395,52,6.0032,7,9,16
 6095 | 2012-02-10 03:00:00,1,0,1,1,10.66,14.395,56,6.0032,0,5,5
 6096 | 2012-02-10 04:00:00,1,0,1,1,10.66,14.395,56,6.0032,0,2,2
 6097 | 2012-02-10 05:00:00,1,0,1,1,9.84,11.365,52,15.0013,0,17,17
 6098 | 2012-02-10 06:00:00,1,0,1,1,8.2,9.85,59,12.998,3,61,64
 6099 | 2012-02-10 07:00:00,1,0,1,1,8.2,10.605,59,11.0014,5,225,230
 6100 | 2012-02-10 08:00:00,1,0,1,1,8.2,10.605,59,11.0014,1,447,448
 6101 | 2012-02-10 09:00:00,1,0,1,1,9.02,11.365,55,11.0014,10,265,275
 6102 | 2012-02-10 10:00:00,1,0,1,2,10.66,13.635,48,8.9981,5,119,124
 6103 | 2012-02-10 11:00:00,1,0,1,2,11.48,14.395,45,7.0015,19,134,153
 6104 | 2012-02-10 12:00:00,1,0,1,2,12.3,15.15,42,8.9981,8,168,176
 6105 | 2012-02-10 13:00:00,1,0,1,2,12.3,15.91,42,6.0032,22,170,192
 6106 | 2012-02-10 14:00:00,1,0,1,2,13.12,16.665,39,6.0032,8,138,146
 6107 | 2012-02-10 15:00:00,1,0,1,2,13.12,16.665,45,8.9981,27,164,191
 6108 | 2012-02-10 16:00:00,1,0,1,2,13.94,15.91,42,16.9979,28,240,268
 6109 | 2012-02-10 17:00:00,1,0,1,2,13.94,16.665,42,12.998,15,381,396
 6110 | 2012-02-10 18:00:00,1,0,1,3,12.3,15.15,61,8.9981,14,345,359
 6111 | 2012-02-10 19:00:00,1,0,1,2,13.12,17.425,57,0,16,246,262
 6112 | 2012-02-10 20:00:00,1,0,1,2,13.12,17.425,57,0,7,144,151
 6113 | 2012-02-10 21:00:00,1,0,1,2,13.12,16.665,66,6.0032,14,108,122
 6114 | 2012-02-10 22:00:00,1,0,1,2,13.12,17.425,66,0,11,102,113
 6115 | 2012-02-10 23:00:00,1,0,1,2,12.3,15.91,70,6.0032,1,64,65
 6116 | 2012-02-11 00:00:00,1,0,0,2,12.3,15.15,70,8.9981,3,50,53
 6117 | 2012-02-11 01:00:00,1,0,0,3,11.48,14.395,81,8.9981,2,43,45
 6118 | 2012-02-11 02:00:00,1,0,0,3,10.66,12.88,81,12.998,2,24,26
 6119 | 2012-02-11 03:00:00,1,0,0,3,9.84,11.365,87,15.0013,0,9,9
 6120 | 2012-02-11 04:00:00,1,0,0,3,9.84,11.365,87,15.0013,0,4,4
 6121 | 2012-02-11 05:00:00,1,0,0,3,9.02,11.365,93,11.0014,0,2,2
 6122 | 2012-02-11 06:00:00,1,0,0,3,9.02,11.365,93,8.9981,1,8,9
 6123 | 2012-02-11 07:00:00,1,0,0,3,9.02,11.365,93,8.9981,0,19,19
 6124 | 2012-02-11 08:00:00,1,0,0,3,9.02,11.365,93,8.9981,1,77,78
 6125 | 2012-02-11 09:00:00,1,0,0,3,9.02,12.12,93,7.0015,5,85,90
 6126 | 2012-02-11 10:00:00,1,0,0,3,9.02,12.12,93,7.0015,23,143,166
 6127 | 2012-02-11 11:00:00,1,0,0,2,9.84,12.88,81,7.0015,26,157,183
 6128 | 2012-02-11 12:00:00,1,0,0,2,10.66,12.88,81,11.0014,25,196,221
 6129 | 2012-02-11 13:00:00,1,0,0,2,10.66,12.12,81,19.0012,18,217,235
 6130 | 2012-02-11 14:00:00,1,0,0,2,10.66,12.12,81,16.9979,38,205,243
 6131 | 2012-02-11 15:00:00,1,0,0,2,12.3,13.635,61,19.9995,12,112,124
 6132 | 2012-02-11 16:00:00,1,0,0,3,9.02,9.85,75,27.9993,12,134,146
 6133 | 2012-02-11 17:00:00,1,0,0,3,9.02,9.09,69,31.0009,13,131,144
 6134 | 2012-02-11 18:00:00,1,0,0,2,9.02,9.09,47,43.9989,3,105,108
 6135 | 2012-02-11 19:00:00,1,0,0,2,8.2,7.575,40,36.9974,2,85,87
 6136 | 2012-02-11 20:00:00,1,0,0,2,6.56,6.06,43,36.9974,1,62,63
 6137 | 2012-02-11 21:00:00,1,0,0,1,5.74,3.79,43,43.0006,5,43,48
 6138 | 2012-02-11 22:00:00,1,0,0,2,5.74,5.305,39,26.0027,0,46,46
 6139 | 2012-02-11 23:00:00,1,0,0,3,4.92,3.79,50,32.9975,0,20,20
 6140 | 2012-02-12 00:00:00,1,0,0,3,4.1,3.79,68,26.0027,0,21,21
 6141 | 2012-02-12 01:00:00,1,0,0,3,3.28,2.275,79,31.0009,0,24,24
 6142 | 2012-02-12 02:00:00,1,0,0,2,4.1,3.03,58,39.0007,1,26,27
 6143 | 2012-02-12 03:00:00,1,0,0,2,4.1,2.275,46,46.0022,0,14,14
 6144 | 2012-02-12 04:00:00,1,0,0,2,4.1,2.275,46,47.9988,0,1,1
 6145 | 2012-02-12 05:00:00,1,0,0,1,4.1,3.79,49,26.0027,0,3,3
 6146 | 2012-02-12 06:00:00,1,0,0,1,4.1,3.79,49,26.0027,0,2,2
 6147 | 2012-02-12 07:00:00,1,0,0,1,3.28,4.545,53,12.998,0,18,18
 6148 | 2012-02-12 08:00:00,1,0,0,1,3.28,3.79,53,16.9979,0,26,26
 6149 | 2012-02-12 09:00:00,1,0,0,1,4.1,4.545,49,19.9995,3,60,63
 6150 | 2012-02-12 10:00:00,1,0,0,1,4.92,5.305,42,23.9994,8,83,91
 6151 | 2012-02-12 11:00:00,1,0,0,1,4.92,5.305,42,19.9995,3,121,124
 6152 | 2012-02-12 12:00:00,1,0,0,1,5.74,3.79,39,43.0006,7,133,140
 6153 | 2012-02-12 13:00:00,1,0,0,1,6.56,6.06,40,30.0026,10,128,138
 6154 | 2012-02-12 14:00:00,1,0,0,1,6.56,6.06,40,35.0008,9,102,111
 6155 | 2012-02-12 15:00:00,1,0,0,1,6.56,6.06,40,36.9974,5,150,155
 6156 | 2012-02-12 16:00:00,1,0,0,1,8.2,8.335,34,31.0009,16,148,164
 6157 | 2012-02-12 17:00:00,1,0,0,1,7.38,7.575,37,27.9993,4,83,87
 6158 | 2012-02-12 18:00:00,1,0,0,1,6.56,6.06,40,31.0009,4,92,96
 6159 | 2012-02-12 19:00:00,1,0,0,1,6.56,6.82,40,19.0012,2,78,80
 6160 | 2012-02-12 20:00:00,1,0,0,1,5.74,6.06,42,22.0028,1,56,57
 6161 | 2012-02-12 21:00:00,1,0,0,1,5.74,6.06,43,19.9995,0,36,36
 6162 | 2012-02-12 22:00:00,1,0,0,1,5.74,7.575,43,11.0014,0,28,28
 6163 | 2012-02-12 23:00:00,1,0,0,1,5.74,6.82,43,15.0013,0,23,23
 6164 | 2012-02-13 00:00:00,1,0,1,1,5.74,6.82,46,15.0013,0,9,9
 6165 | 2012-02-13 01:00:00,1,0,1,1,4.92,6.06,50,15.0013,0,6,6
 6166 | 2012-02-13 02:00:00,1,0,1,1,5.74,6.82,46,12.998,0,4,4
 6167 | 2012-02-13 03:00:00,1,0,1,1,4.92,7.575,54,7.0015,0,1,1
 6168 | 2012-02-13 04:00:00,1,0,1,1,4.92,8.335,54,6.0032,0,2,2
 6169 | 2012-02-13 05:00:00,1,0,1,1,4.1,6.06,58,8.9981,0,17,17
 6170 | 2012-02-13 06:00:00,1,0,1,1,4.1,5.305,54,15.0013,1,71,72
 6171 | 2012-02-13 07:00:00,1,0,1,1,4.1,5.305,54,12.998,1,194,195
 6172 | 2012-02-13 08:00:00,1,0,1,1,4.1,6.06,54,8.9981,4,413,417
 6173 | 2012-02-13 09:00:00,1,0,1,1,4.92,6.82,50,12.998,7,198,205
 6174 | 2012-02-13 10:00:00,1,0,1,1,5.74,7.575,50,8.9981,1,70,71
 6175 | 2012-02-13 11:00:00,1,0,1,1,9.02,11.365,37,12.998,5,85,90
 6176 | 2012-02-13 12:00:00,1,0,1,1,11.48,12.88,28,22.0028,7,111,118
 6177 | 2012-02-13 13:00:00,1,0,1,1,13.12,15.15,22,15.0013,11,129,140
 6178 | 2012-02-13 14:00:00,1,0,1,1,13.94,17.425,23,7.0015,10,125,135
 6179 | 2012-02-13 15:00:00,1,0,1,1,14.76,17.425,27,8.9981,10,145,155
 6180 | 2012-02-13 16:00:00,1,0,1,1,14.76,17.425,23,12.998,5,206,211
 6181 | 2012-02-13 17:00:00,1,0,1,1,14.76,17.425,23,12.998,8,399,407
 6182 | 2012-02-13 18:00:00,1,0,1,1,13.94,15.91,25,16.9979,6,399,405
 6183 | 2012-02-13 19:00:00,1,0,1,1,13.94,16.665,25,8.9981,7,256,263
 6184 | 2012-02-13 20:00:00,1,0,1,1,12.3,15.15,42,11.0014,4,210,214
 6185 | 2012-02-13 21:00:00,1,0,1,1,11.48,14.395,45,8.9981,2,145,147
 6186 | 2012-02-13 22:00:00,1,0,1,1,10.66,13.635,56,7.0015,3,99,102
 6187 | 2012-02-13 23:00:00,1,0,1,1,11.48,15.91,41,0,2,34,36
 6188 | 2012-02-14 00:00:00,1,0,1,2,10.66,15.15,60,0,0,14,14
 6189 | 2012-02-14 01:00:00,1,0,1,2,10.66,15.15,56,0,0,6,6
 6190 | 2012-02-14 02:00:00,1,0,1,2,11.48,15.91,41,0,0,3,3
 6191 | 2012-02-14 03:00:00,1,0,1,2,10.66,15.15,52,0,0,3,3
 6192 | 2012-02-14 04:00:00,1,0,1,2,10.66,13.635,65,7.0015,0,2,2
 6193 | 2012-02-14 05:00:00,1,0,1,2,10.66,13.635,65,7.0015,2,20,22
 6194 | 2012-02-14 06:00:00,1,0,1,2,10.66,15.15,56,0,1,89,90
 6195 | 2012-02-14 07:00:00,1,0,1,2,9.84,12.88,60,6.0032,4,276,280
 6196 | 2012-02-14 08:00:00,1,0,1,2,9.84,14.395,70,0,3,510,513
 6197 | 2012-02-14 09:00:00,1,0,1,2,10.66,14.395,56,6.0032,6,256,262
 6198 | 2012-02-14 10:00:00,1,0,1,2,10.66,13.635,60,8.9981,8,90,98
 6199 | 2012-02-14 11:00:00,1,0,1,2,12.3,15.15,45,11.0014,5,107,112
 6200 | 2012-02-14 12:00:00,1,0,1,2,12.3,14.395,52,15.0013,10,162,172
 6201 | 2012-02-14 13:00:00,1,0,1,2,14.76,16.665,40,16.9979,6,167,173
 6202 | 2012-02-14 14:00:00,1,0,1,1,16.4,20.455,40,15.0013,13,111,124
 6203 | 2012-02-14 15:00:00,1,0,1,2,17.22,21.21,38,30.0026,7,138,145
 6204 | 2012-02-14 16:00:00,1,0,1,1,17.22,21.21,35,19.9995,15,251,266
 6205 | 2012-02-14 17:00:00,1,0,1,1,17.22,21.21,38,23.9994,19,504,523
 6206 | 2012-02-14 18:00:00,1,0,1,2,15.58,19.695,46,19.9995,8,398,406
 6207 | 2012-02-14 19:00:00,1,0,1,2,14.76,17.425,50,11.0014,11,270,281
 6208 | 2012-02-14 20:00:00,1,0,1,2,15.58,19.695,46,8.9981,6,178,184
 6209 | 2012-02-14 21:00:00,1,0,1,2,14.76,18.18,50,7.0015,4,105,109
 6210 | 2012-02-14 22:00:00,1,0,1,2,14.76,18.18,50,7.0015,5,72,77
 6211 | 2012-02-14 23:00:00,1,0,1,2,14.76,18.18,50,6.0032,2,55,57
 6212 | 2012-02-15 00:00:00,1,0,1,1,13.12,17.425,57,0,0,22,22
 6213 | 2012-02-15 01:00:00,1,0,1,1,13.94,18.18,53,0,0,5,5
 6214 | 2012-02-15 02:00:00,1,0,1,1,12.3,16.665,61,0,0,4,4
 6215 | 2012-02-15 03:00:00,1,0,1,1,11.48,15.91,75,0,0,3,3
 6216 | 2012-02-15 04:00:00,1,0,1,1,11.48,14.395,70,7.0015,0,1,1
 6217 | 2012-02-15 05:00:00,1,0,1,1,11.48,14.395,70,7.0015,0,25,25
 6218 | 2012-02-15 06:00:00,1,0,1,1,12.3,15.15,61,8.9981,3,92,95
 6219 | 2012-02-15 07:00:00,1,0,1,2,12.3,14.395,65,12.998,3,318,321
 6220 | 2012-02-15 08:00:00,1,0,1,1,13.12,14.395,61,23.9994,7,508,515
 6221 | 2012-02-15 09:00:00,1,0,1,1,13.12,15.15,61,22.0028,5,226,231
 6222 | 2012-02-15 10:00:00,1,0,1,1,13.94,15.15,57,19.9995,12,108,120
 6223 | 2012-02-15 11:00:00,1,0,1,1,14.76,16.665,53,19.0012,13,125,138
 6224 | 2012-02-15 12:00:00,1,0,1,1,15.58,19.695,46,26.0027,11,152,163
 6225 | 2012-02-15 13:00:00,1,0,1,1,16.4,20.455,43,19.0012,11,159,170
 6226 | 2012-02-15 14:00:00,1,0,1,1,17.22,21.21,41,23.9994,6,128,134
 6227 | 2012-02-15 15:00:00,1,0,1,1,17.22,21.21,41,15.0013,7,164,171
 6228 | 2012-02-15 16:00:00,1,0,1,1,17.22,21.21,38,12.998,9,222,231
 6229 | 2012-02-15 17:00:00,1,0,1,1,17.22,21.21,38,12.998,17,470,487
 6230 | 2012-02-15 18:00:00,1,0,1,1,16.4,20.455,40,15.0013,9,459,468
 6231 | 2012-02-15 19:00:00,1,0,1,1,15.58,19.695,43,11.0014,9,302,311
 6232 | 2012-02-15 20:00:00,1,0,1,1,14.76,17.425,46,11.0014,4,207,211
 6233 | 2012-02-15 21:00:00,1,0,1,1,13.94,16.665,53,11.0014,8,170,178
 6234 | 2012-02-15 22:00:00,1,0,1,1,13.94,17.425,49,7.0015,3,104,107
 6235 | 2012-02-15 23:00:00,1,0,1,1,13.94,17.425,53,6.0032,4,54,58
 6236 | 2012-02-16 00:00:00,1,0,1,2,12.3,15.15,70,8.9981,1,22,23
 6237 | 2012-02-16 01:00:00,1,0,1,2,12.3,16.665,70,0,0,5,5
 6238 | 2012-02-16 02:00:00,1,0,1,2,12.3,15.91,70,6.0032,1,6,7
 6239 | 2012-02-16 03:00:00,1,0,1,2,12.3,16.665,61,0,0,1,1
 6240 | 2012-02-16 04:00:00,1,0,1,3,12.3,15.91,70,6.0032,0,3,3
 6241 | 2012-02-16 05:00:00,1,0,1,2,12.3,16.665,70,0,0,20,20
 6242 | 2012-02-16 06:00:00,1,0,1,2,12.3,15.91,70,6.0032,4,83,87
 6243 | 2012-02-16 07:00:00,1,0,1,2,12.3,15.15,70,8.9981,3,285,288
 6244 | 2012-02-16 08:00:00,1,0,1,2,12.3,15.91,70,6.0032,9,489,498
 6245 | 2012-02-16 09:00:00,1,0,1,2,12.3,15.15,70,11.0014,3,199,202
 6246 | 2012-02-16 10:00:00,1,0,1,3,13.12,16.665,70,8.9981,2,42,44
 6247 | 2012-02-16 11:00:00,1,0,1,3,13.12,16.665,70,7.0015,2,69,71
 6248 | 2012-02-16 12:00:00,1,0,1,3,13.12,16.665,76,6.0032,1,44,45
 6249 | 2012-02-16 13:00:00,1,0,1,3,13.94,15.91,71,16.9979,2,62,64
 6250 | 2012-02-16 14:00:00,1,0,1,3,13.12,15.91,81,12.998,1,30,31
 6251 | 2012-02-16 15:00:00,1,0,1,3,13.94,18.18,76,0,3,50,53
 6252 | 2012-02-16 16:00:00,1,0,1,3,13.94,18.18,81,0,8,110,118
 6253 | 2012-02-16 17:00:00,1,0,1,3,13.94,18.18,87,0,8,281,289
 6254 | 2012-02-16 18:00:00,1,0,1,3,13.94,16.665,87,8.9981,8,345,353
 6255 | 2012-02-16 19:00:00,1,0,1,2,13.12,15.91,87,11.0014,4,254,258
 6256 | 2012-02-16 20:00:00,1,0,1,2,13.12,16.665,87,8.9981,5,211,216
 6257 | 2012-02-16 21:00:00,1,0,1,2,13.94,17.425,81,7.0015,3,142,145
 6258 | 2012-02-16 22:00:00,1,0,1,2,13.12,17.425,81,0,3,108,111
 6259 | 2012-02-16 23:00:00,1,0,1,1,13.12,16.665,81,6.0032,3,70,73
 6260 | 2012-02-17 00:00:00,1,0,1,2,12.3,16.665,87,0,2,32,34
 6261 | 2012-02-17 01:00:00,1,0,1,2,12.3,16.665,93,0,2,16,18
 6262 | 2012-02-17 02:00:00,1,0,1,2,12.3,15.91,93,7.0015,1,11,12
 6263 | 2012-02-17 03:00:00,1,0,1,2,11.48,14.395,93,7.0015,0,1,1
 6264 | 2012-02-17 04:00:00,1,0,1,2,11.48,13.635,93,12.998,0,1,1
 6265 | 2012-02-17 05:00:00,1,0,1,2,11.48,13.635,93,11.0014,0,16,16
 6266 | 2012-02-17 06:00:00,1,0,1,2,11.48,14.395,96,8.9981,1,70,71
 6267 | 2012-02-17 07:00:00,1,0,1,2,11.48,14.395,93,7.0015,4,222,226
 6268 | 2012-02-17 08:00:00,1,0,1,2,10.66,15.15,100,0,4,516,520
 6269 | 2012-02-17 09:00:00,1,0,1,2,10.66,15.15,100,0,8,275,283
 6270 | 2012-02-17 10:00:00,1,0,1,1,13.94,15.91,71,19.0012,13,103,116
 6271 | 2012-02-17 11:00:00,1,0,1,1,14.76,16.665,62,27.9993,9,133,142
 6272 | 2012-02-17 12:00:00,1,0,1,1,15.58,19.695,46,26.0027,21,177,198
 6273 | 2012-02-17 13:00:00,1,0,1,1,16.4,20.455,43,23.9994,34,171,205
 6274 | 2012-02-17 14:00:00,1,0,1,1,16.4,20.455,37,23.9994,33,137,170
 6275 | 2012-02-17 15:00:00,1,0,1,1,17.22,21.21,35,27.9993,41,180,221
 6276 | 2012-02-17 16:00:00,1,0,1,1,17.22,21.21,32,19.9995,56,251,307
 6277 | 2012-02-17 17:00:00,1,0,1,1,17.22,21.21,32,22.0028,36,429,465
 6278 | 2012-02-17 18:00:00,1,0,1,1,16.4,20.455,35,16.9979,15,362,377
 6279 | 2012-02-17 19:00:00,1,0,1,1,15.58,19.695,37,15.0013,16,266,282
 6280 | 2012-02-17 20:00:00,1,0,1,1,16.4,20.455,35,12.998,13,158,171
 6281 | 2012-02-17 21:00:00,1,0,1,1,15.58,19.695,37,12.998,15,114,129
 6282 | 2012-02-17 22:00:00,1,0,1,1,14.76,17.425,40,15.0013,15,92,107
 6283 | 2012-02-17 23:00:00,1,0,1,1,14.76,17.425,40,12.998,10,72,82
 6284 | 2012-02-18 00:00:00,1,0,0,1,13.94,16.665,42,11.0014,5,81,86
 6285 | 2012-02-18 01:00:00,1,0,0,1,13.12,15.91,49,11.0014,7,38,45
 6286 | 2012-02-18 02:00:00,1,0,0,1,12.3,14.395,61,16.9979,6,39,45
 6287 | 2012-02-18 03:00:00,1,0,0,1,11.48,14.395,65,7.0015,3,15,18
 6288 | 2012-02-18 04:00:00,1,0,0,1,10.66,15.15,70,0,3,4,7
 6289 | 2012-02-18 05:00:00,1,0,0,1,9.84,12.88,70,6.0032,0,1,1
 6290 | 2012-02-18 06:00:00,1,0,0,1,9.84,14.395,70,0,1,8,9
 6291 | 2012-02-18 07:00:00,1,0,0,1,9.84,14.395,70,0,8,33,41
 6292 | 2012-02-18 08:00:00,1,0,0,1,9.02,13.635,87,0,10,92,102
 6293 | 2012-02-18 09:00:00,1,0,0,1,9.02,12.12,80,7.0015,22,116,138
 6294 | 2012-02-18 10:00:00,1,0,0,1,10.66,13.635,81,7.0015,48,157,205
 6295 | 2012-02-18 11:00:00,1,0,0,1,13.12,16.665,57,8.9981,102,184,286
 6296 | 2012-02-18 12:00:00,1,0,0,1,14.76,17.425,43,12.998,128,241,369
 6297 | 2012-02-18 13:00:00,1,0,0,1,16.4,20.455,43,19.0012,165,219,384
 6298 | 2012-02-18 14:00:00,1,0,0,1,18.04,21.97,35,23.9994,183,244,427
 6299 | 2012-02-18 15:00:00,1,0,0,1,17.22,21.21,41,16.9979,229,270,499
 6300 | 2012-02-18 16:00:00,1,0,0,1,18.04,21.97,44,22.0028,186,218,404
 6301 | 2012-02-18 17:00:00,1,0,0,1,19.68,23.485,36,19.0012,142,222,364
 6302 | 2012-02-18 18:00:00,1,0,0,1,18.86,22.725,38,19.9995,70,176,246
 6303 | 2012-02-18 19:00:00,1,0,0,1,18.04,21.97,44,11.0014,38,150,188
 6304 | 2012-02-18 20:00:00,1,0,0,1,18.04,21.97,44,11.0014,25,123,148
 6305 | 2012-02-18 21:00:00,1,0,0,1,18.04,21.97,33,19.9995,25,89,114
 6306 | 2012-02-18 22:00:00,1,0,0,1,16.4,20.455,40,30.0026,17,101,118
 6307 | 2012-02-18 23:00:00,1,0,0,2,14.76,16.665,40,26.0027,12,62,74
 6308 | 2012-02-19 00:00:00,1,0,0,2,13.94,15.15,39,23.9994,9,65,74
 6309 | 2012-02-19 01:00:00,1,0,0,2,13.12,15.15,39,16.9979,10,62,72
 6310 | 2012-02-19 02:00:00,1,0,0,2,12.3,14.395,36,19.0012,3,45,48
 6311 | 2012-02-19 03:00:00,1,0,0,2,12.3,14.395,36,15.0013,3,12,15
 6312 | 2012-02-19 04:00:00,1,0,0,2,11.48,12.88,41,26.0027,0,3,3
 6313 | 2012-02-19 05:00:00,1,0,0,2,10.66,11.365,48,19.9995,1,1,2
 6314 | 2012-02-19 06:00:00,1,0,0,1,9.84,10.605,52,22.0028,0,5,5
 6315 | 2012-02-19 07:00:00,1,0,0,2,9.84,10.605,52,19.0012,2,12,14
 6316 | 2012-02-19 08:00:00,1,0,0,2,9.84,11.365,56,12.998,8,48,56
 6317 | 2012-02-19 09:00:00,1,0,0,2,9.84,11.365,56,16.9979,20,73,93
 6318 | 2012-02-19 10:00:00,1,0,0,2,10.66,12.12,52,16.9979,49,142,191
 6319 | 2012-02-19 11:00:00,1,0,0,2,10.66,11.365,56,22.0028,82,144,226
 6320 | 2012-02-19 12:00:00,1,0,0,2,11.48,13.635,52,16.9979,71,184,255
 6321 | 2012-02-19 13:00:00,1,0,0,1,12.3,15.15,49,11.0014,64,197,261
 6322 | 2012-02-19 14:00:00,1,0,0,2,13.12,15.91,45,12.998,48,189,237
 6323 | 2012-02-19 15:00:00,1,0,0,2,12.3,14.395,49,12.998,85,168,253
 6324 | 2012-02-19 16:00:00,1,0,0,2,13.12,15.15,45,19.0012,62,150,212
 6325 | 2012-02-19 17:00:00,1,0,0,2,12.3,14.395,49,16.9979,22,135,157
 6326 | 2012-02-19 18:00:00,1,0,0,2,12.3,13.635,49,22.0028,23,144,167
 6327 | 2012-02-19 19:00:00,1,0,0,2,12.3,14.395,52,16.9979,18,101,119
 6328 | 2012-02-19 20:00:00,1,0,0,2,12.3,14.395,52,19.0012,22,81,103
 6329 | 2012-02-19 21:00:00,1,0,0,3,10.66,12.88,65,11.0014,3,33,36
 6330 | 2012-02-19 22:00:00,1,0,0,3,9.84,12.88,75,6.0032,8,47,55
 6331 | 2012-02-19 23:00:00,1,0,0,2,9.02,11.365,93,11.0014,5,30,35
 6332 | 2012-03-01 00:00:00,1,0,1,2,17.22,21.21,94,0,1,10,11
 6333 | 2012-03-01 01:00:00,1,0,1,3,18.86,22.725,94,7.0015,0,12,12
 6334 | 2012-03-01 02:00:00,1,0,1,2,18.86,22.725,94,19.0012,0,6,6
 6335 | 2012-03-01 03:00:00,1,0,1,1,18.86,22.725,94,15.0013,0,3,3
 6336 | 2012-03-01 04:00:00,1,0,1,1,19.68,23.485,88,12.998,0,5,5
 6337 | 2012-03-01 05:00:00,1,0,1,1,19.68,23.485,88,11.0014,0,18,18
 6338 | 2012-03-01 06:00:00,1,0,1,2,17.22,21.21,94,0,2,107,109
 6339 | 2012-03-01 07:00:00,1,0,1,2,18.04,21.97,94,8.9981,8,296,304
 6340 | 2012-03-01 08:00:00,1,0,1,1,17.22,21.21,94,8.9981,15,579,594
 6341 | 2012-03-01 09:00:00,1,0,1,1,18.86,22.725,77,16.9979,5,281,286
 6342 | 2012-03-01 10:00:00,1,0,1,1,21.32,25,55,11.0014,11,122,133
 6343 | 2012-03-01 11:00:00,1,0,1,1,22.96,26.515,43,12.998,19,149,168
 6344 | 2012-03-01 12:00:00,1,0,1,1,22.96,26.515,37,15.0013,16,204,220
 6345 | 2012-03-01 13:00:00,1,0,1,1,23.78,27.275,32,16.9979,24,187,211
 6346 | 2012-03-01 14:00:00,1,0,1,1,23.78,27.275,35,15.0013,37,174,211
 6347 | 2012-03-01 15:00:00,1,0,1,1,24.6,31.06,31,16.9979,31,192,223
 6348 | 2012-03-01 16:00:00,1,0,1,1,23.78,27.275,32,19.9995,38,323,361
 6349 | 2012-03-01 17:00:00,1,0,1,1,22.96,26.515,35,19.9995,49,551,600
 6350 | 2012-03-01 18:00:00,1,0,1,1,22.14,25.76,34,23.9994,27,498,525
 6351 | 2012-03-01 19:00:00,1,0,1,1,19.68,23.485,41,22.0028,11,317,328
 6352 | 2012-03-01 20:00:00,1,0,1,1,18.04,21.97,44,27.9993,12,242,254
 6353 | 2012-03-01 21:00:00,1,0,1,1,17.22,21.21,47,31.0009,7,190,197
 6354 | 2012-03-01 22:00:00,1,0,1,1,15.58,19.695,50,16.9979,3,123,126
 6355 | 2012-03-01 23:00:00,1,0,1,1,14.76,17.425,50,15.0013,9,76,85
 6356 | 2012-03-02 00:00:00,1,0,1,1,13.94,16.665,53,11.0014,1,45,46
 6357 | 2012-03-02 01:00:00,1,0,1,1,13.94,15.91,49,15.0013,2,18,20
 6358 | 2012-03-02 02:00:00,1,0,1,1,13.94,15.91,53,19.0012,2,4,6
 6359 | 2012-03-02 03:00:00,1,0,1,1,13.12,15.91,57,12.998,0,3,3
 6360 | 2012-03-02 04:00:00,1,0,1,1,13.12,17.425,61,0,0,2,2
 6361 | 2012-03-02 05:00:00,1,0,1,1,12.3,16.665,70,0,0,24,24
 6362 | 2012-03-02 06:00:00,1,0,1,1,12.3,16.665,70,0,4,88,92
 6363 | 2012-03-02 07:00:00,1,0,1,1,12.3,16.665,70,0,4,258,262
 6364 | 2012-03-02 08:00:00,1,0,1,1,11.48,15.15,75,6.0032,16,533,549
 6365 | 2012-03-02 09:00:00,1,0,1,1,12.3,16.665,81,0,15,299,314
 6366 | 2012-03-02 10:00:00,1,0,1,1,14.76,17.425,50,11.0014,14,118,132
 6367 | 2012-03-02 11:00:00,1,0,1,1,15.58,19.695,46,12.998,40,154,194
 6368 | 2012-03-02 12:00:00,1,0,1,1,16.4,20.455,43,11.0014,40,194,234
 6369 | 2012-03-02 13:00:00,1,0,1,1,17.22,21.21,44,15.0013,31,191,222
 6370 | 2012-03-02 14:00:00,1,0,1,2,18.04,21.97,44,19.0012,29,176,205
 6371 | 2012-03-02 15:00:00,1,0,1,2,17.22,21.21,50,19.9995,5,73,78
 6372 | 2012-03-02 16:00:00,1,0,1,3,16.4,20.455,58,19.9995,1,49,50
 6373 | 2012-03-02 17:00:00,1,0,1,3,14.76,17.425,81,15.0013,5,123,128
 6374 | 2012-03-02 18:00:00,1,0,1,3,14.76,17.425,87,12.998,6,154,160
 6375 | 2012-03-02 19:00:00,1,0,1,3,14.76,17.425,87,12.998,12,162,174
 6376 | 2012-03-02 20:00:00,1,0,1,2,14.76,17.425,87,12.998,7,93,100
 6377 | 2012-03-02 21:00:00,1,0,1,3,14.76,18.18,87,6.0032,2,99,101
 6378 | 2012-03-02 22:00:00,1,0,1,2,14.76,18.94,87,0,6,69,75
 6379 | 2012-03-02 23:00:00,1,0,1,2,14.76,18.94,87,0,4,19,23
 6380 | 2012-03-03 00:00:00,1,0,0,3,14.76,18.18,93,6.0032,1,21,22
 6381 | 2012-03-03 01:00:00,1,0,0,3,14.76,18.94,93,0,0,44,44
 6382 | 2012-03-03 02:00:00,1,0,0,3,14.76,18.18,93,6.0032,4,34,38
 6383 | 2012-03-03 03:00:00,1,0,0,2,14.76,17.425,93,11.0014,1,20,21
 6384 | 2012-03-03 04:00:00,1,0,0,2,14.76,17.425,93,12.998,0,2,2
 6385 | 2012-03-03 05:00:00,1,0,0,2,14.76,18.18,93,6.0032,1,1,2
 6386 | 2012-03-03 06:00:00,1,0,0,2,14.76,18.18,93,6.0032,1,6,7
 6387 | 2012-03-03 07:00:00,1,0,0,2,14.76,17.425,93,8.9981,2,14,16
 6388 | 2012-03-03 08:00:00,1,0,0,3,14.76,18.94,93,0,2,46,48
 6389 | 2012-03-03 09:00:00,1,0,0,3,15.58,19.695,87,6.0032,7,87,94
 6390 | 2012-03-03 10:00:00,1,0,0,2,16.4,20.455,87,0,31,137,168
 6391 | 2012-03-03 11:00:00,1,0,0,2,16.4,20.455,87,6.0032,33,181,214
 6392 | 2012-03-03 12:00:00,1,0,0,2,17.22,21.21,67,16.9979,47,252,299
 6393 | 2012-03-03 13:00:00,1,0,0,1,18.04,21.97,51,19.0012,87,252,339
 6394 | 2012-03-03 14:00:00,1,0,0,2,18.86,22.725,44,23.9994,151,279,430
 6395 | 2012-03-03 15:00:00,1,0,0,1,19.68,23.485,29,19.9995,145,254,399
 6396 | 2012-03-03 16:00:00,1,0,0,1,20.5,24.24,27,19.9995,167,300,467
 6397 | 2012-03-03 17:00:00,1,0,0,1,20.5,24.24,23,22.0028,106,279,385
 6398 | 2012-03-03 18:00:00,1,0,0,1,20.5,24.24,25,16.9979,53,250,303
 6399 | 2012-03-03 19:00:00,1,0,0,1,18.86,22.725,33,11.0014,34,191,225
 6400 | 2012-03-03 20:00:00,1,0,0,1,18.04,21.97,30,8.9981,28,121,149
 6401 | 2012-03-03 21:00:00,1,0,0,1,18.86,22.725,19,22.0028,24,130,154
 6402 | 2012-03-03 22:00:00,1,0,0,1,18.04,21.97,21,8.9981,19,115,134
 6403 | 2012-03-03 23:00:00,1,0,0,1,17.22,21.21,24,0,12,94,106
 6404 | 2012-03-04 00:00:00,1,0,0,2,16.4,20.455,30,23.9994,5,67,72
 6405 | 2012-03-04 01:00:00,1,0,0,2,15.58,19.695,34,12.998,16,60,76
 6406 | 2012-03-04 02:00:00,1,0,0,2,14.76,17.425,40,11.0014,14,66,80
 6407 | 2012-03-04 03:00:00,1,0,0,2,14.76,17.425,43,8.9981,5,21,26
 6408 | 2012-03-04 04:00:00,1,0,0,2,13.94,16.665,46,12.998,3,11,14
 6409 | 2012-03-04 05:00:00,1,0,0,2,13.94,15.91,46,15.0013,0,5,5
 6410 | 2012-03-04 06:00:00,1,0,0,2,12.3,13.635,52,19.9995,0,5,5
 6411 | 2012-03-04 07:00:00,1,0,0,2,12.3,13.635,52,19.9995,2,21,23
 6412 | 2012-03-04 08:00:00,1,0,0,1,12.3,13.635,52,22.0028,12,54,66
 6413 | 2012-03-04 09:00:00,1,0,0,1,12.3,13.635,49,30.0026,14,104,118
 6414 | 2012-03-04 10:00:00,1,0,0,1,12.3,13.635,49,22.0028,31,161,192
 6415 | 2012-03-04 11:00:00,1,0,0,1,13.12,14.395,45,26.0027,64,192,256
 6416 | 2012-03-04 12:00:00,1,0,0,1,13.94,15.15,42,23.9994,71,256,327
 6417 | 2012-03-04 13:00:00,1,0,0,1,14.76,16.665,37,23.9994,108,256,364
 6418 | 2012-03-04 14:00:00,1,0,0,1,14.76,16.665,34,23.9994,106,226,332
 6419 | 2012-03-04 15:00:00,1,0,0,1,14.76,15.91,32,35.0008,82,252,334
 6420 | 2012-03-04 16:00:00,1,0,0,1,14.76,15.91,29,32.9975,68,231,299
 6421 | 2012-03-04 17:00:00,1,0,0,1,13.94,14.395,31,36.9974,49,214,263
 6422 | 2012-03-04 18:00:00,1,0,0,1,13.12,13.635,33,40.9973,20,164,184
 6423 | 2012-03-04 19:00:00,1,0,0,1,12.3,12.88,36,32.9975,12,120,132
 6424 | 2012-03-04 20:00:00,1,0,0,1,11.48,13.635,38,16.9979,8,80,88
 6425 | 2012-03-04 21:00:00,1,0,0,1,11.48,13.635,36,15.0013,9,70,79
 6426 | 2012-03-04 22:00:00,1,0,0,1,10.66,12.12,41,16.9979,9,53,62
 6427 | 2012-03-04 23:00:00,1,0,0,1,10.66,12.88,41,12.998,2,24,26
 6428 | 2012-03-05 00:00:00,1,0,1,1,9.84,11.365,44,12.998,2,15,17
 6429 | 2012-03-05 01:00:00,1,0,1,1,9.84,12.12,48,8.9981,3,3,6
 6430 | 2012-03-05 02:00:00,1,0,1,1,9.84,12.12,48,8.9981,1,3,4
 6431 | 2012-03-05 03:00:00,1,0,1,1,9.02,11.365,51,11.0014,0,1,1
 6432 | 2012-03-05 04:00:00,1,0,1,1,8.2,11.365,55,6.0032,0,1,1
 6433 | 2012-03-05 05:00:00,1,0,1,1,8.2,11.365,55,6.0032,1,17,18
 6434 | 2012-03-05 06:00:00,1,0,1,1,7.38,9.85,59,8.9981,2,89,91
 6435 | 2012-03-05 07:00:00,1,0,1,1,7.38,9.85,59,8.9981,7,253,260
 6436 | 2012-03-05 08:00:00,1,0,1,1,8.2,11.365,59,7.0015,13,415,428
 6437 | 2012-03-05 09:00:00,1,0,1,2,9.02,12.88,60,6.0032,11,186,197
 6438 | 2012-03-05 10:00:00,1,0,1,2,9.84,12.88,60,0,12,74,86
 6439 | 2012-03-05 11:00:00,1,0,1,2,10.66,13.635,56,8.9981,17,86,103
 6440 | 2012-03-05 12:00:00,1,0,1,2,10.66,15.15,52,0,15,122,137
 6441 | 2012-03-05 13:00:00,1,0,1,2,10.66,12.88,55,19.9995,11,109,120
 6442 | 2012-03-05 14:00:00,1,0,1,2,11.48,12.88,57,23.9994,13,115,128
 6443 | 2012-03-05 15:00:00,1,0,1,2,12.3,14.395,53,12.998,20,110,130
 6444 | 2012-03-05 16:00:00,1,0,1,1,12.3,13.635,45,19.9995,30,180,210
 6445 | 2012-03-05 17:00:00,1,0,1,3,12.3,13.635,45,19.9995,11,376,387
 6446 | 2012-03-05 18:00:00,1,0,1,3,11.48,11.365,55,43.9989,12,363,375
 6447 | 2012-03-05 19:00:00,1,0,1,1,10.66,12.88,53,15.0013,6,220,226
 6448 | 2012-03-05 20:00:00,1,0,1,1,10.66,11.365,37,31.0009,8,171,179
 6449 | 2012-03-05 21:00:00,1,0,1,1,10.66,11.365,37,26.0027,4,116,120
 6450 | 2012-03-05 22:00:00,1,0,1,1,9.84,10.605,35,22.0028,2,76,78
 6451 | 2012-03-05 23:00:00,1,0,1,1,9.02,9.09,37,39.0007,2,29,31
 6452 | 2012-03-06 00:00:00,1,0,1,1,9.02,10.605,37,19.9995,0,8,8
 6453 | 2012-03-06 01:00:00,1,0,1,1,8.2,9.85,44,16.9979,0,6,6
 6454 | 2012-03-06 02:00:00,1,0,1,1,8.2,9.85,44,15.0013,0,4,4
 6455 | 2012-03-06 03:00:00,1,0,1,1,7.38,8.335,51,19.0012,0,1,1
 6456 | 2012-03-06 04:00:00,1,0,1,1,7.38,8.335,51,19.9995,0,3,3
 6457 | 2012-03-06 05:00:00,1,0,1,1,7.38,9.09,51,15.0013,0,25,25
 6458 | 2012-03-06 06:00:00,1,0,1,1,7.38,10.605,51,7.0015,3,99,102
 6459 | 2012-03-06 07:00:00,1,0,1,1,6.56,9.09,55,8.9981,5,270,275
 6460 | 2012-03-06 08:00:00,1,0,1,1,6.56,9.09,59,7.0015,14,487,501
 6461 | 2012-03-06 09:00:00,1,0,1,1,9.02,13.635,47,0,11,222,233
 6462 | 2012-03-06 10:00:00,1,0,1,1,9.84,12.88,44,0,16,113,129
 6463 | 2012-03-06 11:00:00,1,0,1,1,10.66,12.88,41,11.0014,20,110,130
 6464 | 2012-03-06 12:00:00,1,0,1,1,10.66,13.635,41,7.0015,9,129,138
 6465 | 2012-03-06 13:00:00,1,0,1,1,12.3,15.15,39,8.9981,16,148,164
 6466 | 2012-03-06 14:00:00,1,0,1,1,13.12,15.15,36,15.0013,20,116,136
 6467 | 2012-03-06 15:00:00,1,0,1,1,13.94,15.15,36,19.9995,24,142,166
 6468 | 2012-03-06 16:00:00,1,0,1,1,14.76,16.665,32,19.0012,22,228,250
 6469 | 2012-03-06 17:00:00,1,0,1,1,14.76,16.665,34,19.0012,21,425,446
 6470 | 2012-03-06 18:00:00,1,0,1,1,13.94,15.15,42,22.0028,15,442,457
 6471 | 2012-03-06 19:00:00,1,0,1,1,13.94,15.15,46,19.9995,9,278,287
 6472 | 2012-03-06 20:00:00,1,0,1,1,13.12,15.91,49,12.998,3,184,187
 6473 | 2012-03-06 21:00:00,1,0,1,1,13.12,15.91,49,12.998,5,143,148
 6474 | 2012-03-06 22:00:00,1,0,1,1,11.48,13.635,56,11.0014,5,101,106
 6475 | 2012-03-06 23:00:00,1,0,1,1,11.48,13.635,61,15.0013,3,51,54
 6476 | 2012-03-07 00:00:00,1,0,1,1,11.48,12.88,65,19.0012,3,12,15
 6477 | 2012-03-07 01:00:00,1,0,1,1,12.3,13.635,61,19.9995,1,4,5
 6478 | 2012-03-07 02:00:00,1,0,1,1,12.3,14.395,56,19.0012,0,4,4
 6479 | 2012-03-07 03:00:00,1,0,1,1,12.3,13.635,56,23.9994,1,2,3
 6480 | 2012-03-07 04:00:00,1,0,1,1,11.48,12.88,61,22.0028,0,3,3
 6481 | 2012-03-07 05:00:00,1,0,1,1,11.48,12.88,56,19.9995,0,18,18
 6482 | 2012-03-07 06:00:00,1,0,1,1,11.48,12.88,61,26.0027,4,104,108
 6483 | 2012-03-07 07:00:00,1,0,1,1,10.66,11.365,65,26.0027,12,332,344
 6484 | 2012-03-07 08:00:00,1,0,1,1,11.48,12.88,61,19.9995,12,554,566
 6485 | 2012-03-07 09:00:00,1,0,1,1,12.3,13.635,61,22.0028,12,252,264
 6486 | 2012-03-07 10:00:00,1,0,1,1,14.76,16.665,50,19.9995,20,127,147
 6487 | 2012-03-07 11:00:00,1,0,1,1,17.22,21.21,38,19.9995,33,128,161
 6488 | 2012-03-07 12:00:00,1,0,1,1,18.04,21.97,38,26.0027,40,175,215
 6489 | 2012-03-07 13:00:00,1,0,1,1,20.5,24.24,34,27.9993,26,179,205
 6490 | 2012-03-07 14:00:00,1,0,1,1,21.32,25,36,22.0028,38,137,175
 6491 | 2012-03-07 15:00:00,1,0,1,1,22.14,25.76,37,30.0026,44,165,209
 6492 | 2012-03-07 16:00:00,1,0,1,1,22.96,26.515,37,27.9993,34,254,288
 6493 | 2012-03-07 17:00:00,1,0,1,1,22.96,26.515,43,32.9975,58,554,612
 6494 | 2012-03-07 18:00:00,1,0,1,1,22.96,26.515,40,31.0009,35,509,544
 6495 | 2012-03-07 19:00:00,1,0,1,1,22.14,25.76,42,23.9994,16,345,361
 6496 | 2012-03-07 20:00:00,1,0,1,1,20.5,24.24,51,16.9979,18,242,260
 6497 | 2012-03-07 21:00:00,1,0,1,1,18.04,21.97,62,16.9979,11,177,188
 6498 | 2012-03-07 22:00:00,1,0,1,1,18.86,22.725,59,19.9995,10,149,159
 6499 | 2012-03-07 23:00:00,1,0,1,1,18.04,21.97,62,22.0028,4,58,62
 6500 | 2012-03-08 00:00:00,1,0,1,1,18.04,21.97,62,22.0028,11,35,46
 6501 | 2012-03-08 01:00:00,1,0,1,1,18.86,22.725,63,22.0028,4,17,21
 6502 | 2012-03-08 02:00:00,1,0,1,1,18.86,22.725,63,26.0027,6,5,11
 6503 | 2012-03-08 03:00:00,1,0,1,1,18.86,22.725,63,26.0027,0,3,3
 6504 | 2012-03-08 04:00:00,1,0,1,1,18.04,21.97,72,19.0012,0,2,2
 6505 | 2012-03-08 05:00:00,1,0,1,1,17.22,21.21,77,15.0013,1,28,29
 6506 | 2012-03-08 06:00:00,1,0,1,1,17.22,21.21,77,16.9979,4,105,109
 6507 | 2012-03-08 07:00:00,1,0,1,1,17.22,21.21,77,23.9994,8,326,334
 6508 | 2012-03-08 08:00:00,1,0,1,1,18.04,21.97,77,26.0027,12,573,585
 6509 | 2012-03-08 09:00:00,1,0,1,1,18.86,22.725,72,31.0009,19,282,301
 6510 | 2012-03-08 10:00:00,1,0,1,1,20.5,24.24,68,31.0009,19,119,138
 6511 | 2012-03-08 11:00:00,1,0,1,2,22.14,25.76,60,31.0009,48,156,204
 6512 | 2012-03-08 12:00:00,1,0,1,2,22.96,26.515,60,30.0026,27,224,251
 6513 | 2012-03-08 13:00:00,1,0,1,2,24.6,31.06,49,43.0006,35,198,233
 6514 | 2012-03-08 14:00:00,1,0,1,2,25.42,31.06,43,43.0006,48,155,203
 6515 | 2012-03-08 15:00:00,1,0,1,1,26.24,31.06,38,46.0022,24,161,185
 6516 | 2012-03-08 16:00:00,1,0,1,2,25.42,31.06,41,43.0006,37,305,342
 6517 | 2012-03-08 17:00:00,1,0,1,1,25.42,31.06,38,43.9989,52,545,597
 6518 | 2012-03-08 18:00:00,1,0,1,2,25.42,31.06,38,36.9974,45,545,590
 6519 | 2012-03-08 19:00:00,1,0,1,2,24.6,31.06,40,30.0026,21,395,416
 6520 | 2012-03-08 20:00:00,1,0,1,2,24.6,31.06,43,26.0027,20,282,302
 6521 | 2012-03-08 21:00:00,1,0,1,1,24.6,31.06,43,26.0027,27,206,233
 6522 | 2012-03-08 22:00:00,1,0,1,1,22.96,26.515,49,22.0028,12,141,153
 6523 | 2012-03-08 23:00:00,1,0,1,2,22.96,26.515,49,30.0026,6,88,94
 6524 | 2012-03-09 00:00:00,1,0,1,2,23.78,27.275,49,31.0009,3,51,54
 6525 | 2012-03-09 01:00:00,1,0,1,3,22.96,26.515,52,32.9975,4,22,26
 6526 | 2012-03-09 02:00:00,1,0,1,3,19.68,23.485,77,27.9993,2,9,11
 6527 | 2012-03-09 03:00:00,1,0,1,1,18.86,22.725,77,35.0008,0,7,7
 6528 | 2012-03-09 04:00:00,1,0,1,3,16.4,20.455,66,19.0012,0,1,1
 6529 | 2012-03-09 05:00:00,1,0,1,3,16.4,20.455,66,19.0012,2,27,29
 6530 | 2012-03-09 06:00:00,1,0,1,2,16.4,20.455,50,23.9994,2,83,85
 6531 | 2012-03-09 07:00:00,1,0,1,2,15.58,19.695,40,19.9995,6,262,268
 6532 | 2012-03-09 08:00:00,1,0,1,2,13.94,14.395,42,35.0008,17,484,501
 6533 | 2012-03-09 09:00:00,1,0,1,2,13.94,14.395,42,35.0008,17,267,284
 6534 | 2012-03-09 10:00:00,1,0,1,2,13.94,14.395,36,32.9975,14,145,159
 6535 | 2012-03-09 11:00:00,1,0,1,2,14.76,16.665,34,23.9994,17,170,187
 6536 | 2012-03-09 12:00:00,1,0,1,1,14.76,16.665,34,27.9993,27,174,201
 6537 | 2012-03-09 13:00:00,1,0,1,2,15.58,19.695,29,26.0027,49,175,224
 6538 | 2012-03-09 14:00:00,1,0,1,1,17.22,21.21,28,31.0009,49,129,178
 6539 | 2012-03-09 15:00:00,1,0,1,1,18.86,22.725,24,16.9979,50,188,238
 6540 | 2012-03-09 16:00:00,1,0,1,1,19.68,23.485,23,27.9993,51,292,343
 6541 | 2012-03-09 17:00:00,1,0,1,1,18.86,22.725,24,26.0027,68,498,566
 6542 | 2012-03-09 18:00:00,1,0,1,1,18.04,21.97,26,35.0008,30,440,470
 6543 | 2012-03-09 19:00:00,1,0,1,1,17.22,21.21,28,40.9973,12,232,244
 6544 | 2012-03-09 20:00:00,1,0,1,1,15.58,19.695,32,23.9994,3,156,159
 6545 | 2012-03-09 21:00:00,1,0,1,1,14.76,16.665,34,22.0028,8,133,141
 6546 | 2012-03-09 22:00:00,1,0,1,1,13.94,14.395,31,32.9975,7,100,107
 6547 | 2012-03-09 23:00:00,1,0,1,1,13.12,15.15,33,19.9995,9,77,86
 6548 | 2012-03-10 00:00:00,1,0,0,1,12.3,13.635,36,23.9994,9,68,77
 6549 | 2012-03-10 01:00:00,1,0,0,1,12.3,14.395,36,16.9979,1,50,51
 6550 | 2012-03-10 02:00:00,1,0,0,1,10.66,12.12,41,16.9979,12,30,42
 6551 | 2012-03-10 03:00:00,1,0,0,1,10.66,11.365,41,19.9995,0,16,16
 6552 | 2012-03-10 04:00:00,1,0,0,1,9.84,10.605,41,23.9994,1,3,4
 6553 | 2012-03-10 05:00:00,1,0,0,1,9.02,10.605,42,19.0012,3,7,10
 6554 | 2012-03-10 06:00:00,1,0,0,1,9.02,10.605,44,19.0012,1,11,12
 6555 | 2012-03-10 07:00:00,1,0,0,1,9.02,10.605,44,16.9979,4,36,40
 6556 | 2012-03-10 08:00:00,1,0,0,1,9.02,10.605,44,19.9995,15,96,111
 6557 | 2012-03-10 09:00:00,1,0,0,1,9.84,10.605,41,22.0028,21,127,148
 6558 | 2012-03-10 10:00:00,1,0,0,1,10.66,11.365,35,27.9993,47,176,223
 6559 | 2012-03-10 11:00:00,1,0,0,1,12.3,13.635,33,22.0028,56,218,274
 6560 | 2012-03-10 12:00:00,1,0,0,1,12.3,13.635,33,22.0028,88,241,329
 6561 | 2012-03-10 13:00:00,1,0,0,1,13.12,15.15,29,19.0012,89,268,357
 6562 | 2012-03-10 14:00:00,1,0,0,1,13.94,15.91,27,19.0012,117,262,379
 6563 | 2012-03-10 15:00:00,1,0,0,1,13.94,18.18,25,0,132,274,406
 6564 | 2012-03-10 16:00:00,1,0,0,1,14.76,18.18,23,0,115,275,390
 6565 | 2012-03-10 17:00:00,1,0,0,1,14.76,18.94,23,0,104,250,354
 6566 | 2012-03-10 18:00:00,1,0,0,1,14.76,18.18,21,6.0032,67,230,297
 6567 | 2012-03-10 19:00:00,1,0,0,1,13.94,18.18,25,0,25,159,184
 6568 | 2012-03-10 20:00:00,1,0,0,1,13.12,16.665,33,8.9981,20,101,121
 6569 | 2012-03-10 21:00:00,1,0,0,1,12.3,14.395,39,15.0013,16,94,110
 6570 | 2012-03-10 22:00:00,1,0,0,1,10.66,12.88,44,11.0014,19,81,100
 6571 | 2012-03-10 23:00:00,1,0,0,1,10.66,12.88,41,12.998,6,77,83
 6572 | 2012-03-11 00:00:00,1,0,0,1,10.66,14.395,44,6.0032,7,62,69
 6573 | 2012-03-11 01:00:00,1,0,0,1,9.84,12.12,52,11.0014,4,57,61
 6574 | 2012-03-11 03:00:00,1,0,0,1,9.84,12.12,60,8.9981,15,51,66
 6575 | 2012-03-11 04:00:00,1,0,0,1,9.84,12.12,60,8.9981,7,15,22
 6576 | 2012-03-11 05:00:00,1,0,0,1,9.84,12.12,60,11.0014,2,5,7
 6577 | 2012-03-11 06:00:00,1,0,0,1,9.84,12.12,70,11.0014,2,8,10
 6578 | 2012-03-11 07:00:00,1,0,0,1,9.02,11.365,69,8.9981,2,15,17
 6579 | 2012-03-11 08:00:00,1,0,0,1,9.02,11.365,69,8.9981,4,68,72
 6580 | 2012-03-11 09:00:00,1,0,0,1,10.66,12.88,60,15.0013,20,70,90
 6581 | 2012-03-11 10:00:00,1,0,0,1,13.12,15.15,49,19.0012,71,147,218
 6582 | 2012-03-11 11:00:00,1,0,0,1,14.76,16.665,43,19.0012,90,209,299
 6583 | 2012-03-11 12:00:00,1,0,0,1,16.4,20.455,37,19.9995,146,264,410
 6584 | 2012-03-11 13:00:00,1,0,0,1,17.22,21.21,41,19.9995,176,288,464
 6585 | 2012-03-11 14:00:00,1,0,0,1,18.86,22.725,31,19.0012,212,289,501
 6586 | 2012-03-11 15:00:00,1,0,0,1,20.5,24.24,29,19.9995,201,286,487
 6587 | 2012-03-11 16:00:00,1,0,0,1,20.5,24.24,31,23.9994,208,301,509
 6588 | 2012-03-11 17:00:00,1,0,0,1,21.32,25,27,19.9995,199,299,498
 6589 | 2012-03-11 18:00:00,1,0,0,1,21.32,25,29,19.0012,133,256,389
 6590 | 2012-03-11 19:00:00,1,0,0,1,20.5,24.24,31,19.0012,55,203,258
 6591 | 2012-03-11 20:00:00,1,0,0,1,18.04,21.97,47,15.0013,42,129,171
 6592 | 2012-03-11 21:00:00,1,0,0,1,17.22,21.21,54,15.0013,37,110,147
 6593 | 2012-03-11 22:00:00,1,0,0,1,16.4,20.455,54,12.998,13,81,94
 6594 | 2012-03-11 23:00:00,1,0,0,1,16.4,20.455,50,11.0014,12,40,52
 6595 | 2012-03-12 00:00:00,1,0,1,1,15.58,19.695,54,12.998,4,20,24
 6596 | 2012-03-12 01:00:00,1,0,1,1,15.58,19.695,50,8.9981,1,9,10
 6597 | 2012-03-12 02:00:00,1,0,1,1,15.58,19.695,54,7.0015,4,5,9
 6598 | 2012-03-12 03:00:00,1,0,1,1,14.76,17.425,50,8.9981,0,2,2
 6599 | 2012-03-12 04:00:00,1,0,1,1,13.94,16.665,61,12.998,0,3,3
 6600 | 2012-03-12 05:00:00,1,0,1,1,13.94,16.665,61,12.998,1,15,16
 6601 | 2012-03-12 06:00:00,1,0,1,1,13.94,17.425,57,7.0015,2,86,88
 6602 | 2012-03-12 07:00:00,1,0,1,1,13.94,17.425,53,7.0015,9,259,268
 6603 | 2012-03-12 08:00:00,1,0,1,1,13.94,16.665,61,8.9981,17,547,564
 6604 | 2012-03-12 09:00:00,1,0,1,1,15.58,19.695,54,11.0014,21,260,281
 6605 | 2012-03-12 10:00:00,1,0,1,1,16.4,20.455,50,15.0013,39,98,137
 6606 | 2012-03-12 11:00:00,1,0,1,1,18.04,21.97,44,15.0013,39,111,150
 6607 | 2012-03-12 12:00:00,1,0,1,1,19.68,23.485,39,15.0013,59,162,221
 6608 | 2012-03-12 13:00:00,1,0,1,2,22.14,25.76,32,16.9979,74,176,250
 6609 | 2012-03-12 14:00:00,1,0,1,2,23.78,27.275,32,19.0012,76,145,221
 6610 | 2012-03-12 15:00:00,1,0,1,1,22.96,26.515,40,8.9981,74,159,233
 6611 | 2012-03-12 16:00:00,1,0,1,1,25.42,31.06,35,30.0026,77,255,332
 6612 | 2012-03-12 17:00:00,1,0,1,2,25.42,31.06,38,27.9993,87,557,644
 6613 | 2012-03-12 18:00:00,1,0,1,2,24.6,31.06,43,12.998,89,623,712
 6614 | 2012-03-12 19:00:00,1,0,1,2,22.96,26.515,49,15.0013,67,379,446
 6615 | 2012-03-12 20:00:00,1,0,1,2,22.96,26.515,49,15.0013,49,237,286
 6616 | 2012-03-12 21:00:00,1,0,1,2,22.14,25.76,56,15.0013,22,183,205
 6617 | 2012-03-12 22:00:00,1,0,1,2,22.96,26.515,56,15.0013,17,116,133
 6618 | 2012-03-12 23:00:00,1,0,1,1,22.96,26.515,56,15.0013,10,53,63
 6619 | 2012-03-13 00:00:00,1,0,1,2,22.96,26.515,52,12.998,5,21,26
 6620 | 2012-03-13 01:00:00,1,0,1,2,21.32,25,59,15.0013,2,14,16
 6621 | 2012-03-13 02:00:00,1,0,1,3,21.32,25,72,19.9995,0,1,1
 6622 | 2012-03-13 03:00:00,1,0,1,3,21.32,25,72,19.9995,0,2,2
 6623 | 2012-03-13 04:00:00,1,0,1,2,18.86,22.725,82,12.998,0,1,1
 6624 | 2012-03-13 05:00:00,1,0,1,2,18.86,22.725,82,12.998,0,24,24
 6625 | 2012-03-13 06:00:00,1,0,1,3,18.86,22.725,82,12.998,5,108,113
 6626 | 2012-03-13 07:00:00,1,0,1,2,18.86,22.725,82,19.0012,16,292,308
 6627 | 2012-03-13 08:00:00,1,0,1,1,18.86,22.725,82,19.0012,22,571,593
 6628 | 2012-03-13 09:00:00,1,0,1,1,19.68,23.485,82,19.0012,18,324,342
 6629 | 2012-03-13 10:00:00,1,0,1,1,21.32,25,77,15.0013,28,115,143
 6630 | 2012-03-13 11:00:00,1,0,1,1,22.14,25.76,73,19.0012,64,155,219
 6631 | 2012-03-13 12:00:00,1,0,1,1,24.6,30.305,60,19.0012,47,197,244
 6632 | 2012-03-13 13:00:00,1,0,1,1,24.6,30.305,60,26.0027,53,180,233
 6633 | 2012-03-13 14:00:00,1,0,1,1,26.24,31.06,53,22.0028,52,160,212
 6634 | 2012-03-13 15:00:00,1,0,1,1,28.7,31.82,39,15.0013,68,196,264
 6635 | 2012-03-13 16:00:00,1,0,1,1,29.52,32.575,34,26.0027,53,312,365
 6636 | 2012-03-13 17:00:00,1,0,1,1,28.7,31.82,37,7.0015,62,614,676
 6637 | 2012-03-13 18:00:00,1,0,1,1,28.7,31.82,34,19.9995,96,638,734
 6638 | 2012-03-13 19:00:00,1,0,1,1,26.24,31.06,47,15.0013,50,429,479
 6639 | 2012-03-13 20:00:00,1,0,1,1,24.6,31.06,49,11.0014,45,306,351
 6640 | 2012-03-13 21:00:00,1,0,1,1,23.78,27.275,56,7.0015,44,200,244
 6641 | 2012-03-13 22:00:00,1,0,1,1,22.96,26.515,60,6.0032,24,146,170
 6642 | 2012-03-13 23:00:00,1,0,1,1,22.96,26.515,56,8.9981,8,79,87
 6643 | 2012-03-14 00:00:00,1,0,1,1,22.14,25.76,60,7.0015,5,34,39
 6644 | 2012-03-14 01:00:00,1,0,1,1,21.32,25,63,6.0032,2,25,27
 6645 | 2012-03-14 02:00:00,1,0,1,1,20.5,24.24,68,12.998,0,2,2
 6646 | 2012-03-14 03:00:00,1,0,1,1,19.68,23.485,72,12.998,1,3,4
 6647 | 2012-03-14 04:00:00,1,0,1,1,19.68,23.485,67,6.0032,1,4,5
 6648 | 2012-03-14 05:00:00,1,0,1,1,18.04,21.97,82,8.9981,2,25,27
 6649 | 2012-03-14 06:00:00,1,0,1,1,18.04,21.97,82,6.0032,1,120,121
 6650 | 2012-03-14 07:00:00,1,0,1,1,18.04,21.97,82,7.0015,20,348,368
 6651 | 2012-03-14 08:00:00,1,0,1,1,18.04,21.97,82,0,34,628,662
 6652 | 2012-03-14 09:00:00,1,0,1,1,21.32,25,68,0,26,325,351
 6653 | 2012-03-14 10:00:00,1,0,1,1,22.96,26.515,56,7.0015,38,150,188
 6654 | 2012-03-14 11:00:00,1,0,1,2,25.42,31.06,41,11.0014,65,155,220
 6655 | 2012-03-14 12:00:00,1,0,1,2,26.24,31.06,29,0,55,212,267
 6656 | 2012-03-14 13:00:00,1,0,1,1,27.06,31.06,27,15.0013,57,197,254
 6657 | 2012-03-14 14:00:00,1,0,1,1,28.7,31.82,23,22.0028,61,163,224
 6658 | 2012-03-14 15:00:00,1,0,1,1,28.7,31.82,24,0,86,197,283
 6659 | 2012-03-14 16:00:00,1,0,1,1,29.52,31.82,25,12.998,78,278,356
 6660 | 2012-03-14 17:00:00,1,0,1,1,28.7,31.82,28,6.0032,140,642,782
 6661 | 2012-03-14 18:00:00,1,0,1,1,28.7,31.82,32,0,102,647,749
 6662 | 2012-03-14 19:00:00,1,0,1,1,26.24,31.06,33,11.0014,70,402,472
 6663 | 2012-03-14 20:00:00,1,0,1,1,25.42,31.06,35,7.0015,44,286,330
 6664 | 2012-03-14 21:00:00,1,0,1,1,24.6,31.06,40,6.0032,47,241,288
 6665 | 2012-03-14 22:00:00,1,0,1,1,21.32,25,55,8.9981,43,159,202
 6666 | 2012-03-14 23:00:00,1,0,1,1,22.96,26.515,43,11.0014,19,72,91
 6667 | 2012-03-15 00:00:00,1,0,1,1,22.14,25.76,49,8.9981,14,46,60
 6668 | 2012-03-15 01:00:00,1,0,1,1,20.5,24.24,59,7.0015,15,8,23
 6669 | 2012-03-15 02:00:00,1,0,1,1,20.5,24.24,59,0,14,5,19
 6670 | 2012-03-15 03:00:00,1,0,1,1,20.5,24.24,63,0,0,7,7
 6671 | 2012-03-15 04:00:00,1,0,1,1,18.04,21.97,77,7.0015,11,3,14
 6672 | 2012-03-15 05:00:00,1,0,1,1,18.86,22.725,67,0,2,24,26
 6673 | 2012-03-15 06:00:00,1,0,1,1,18.04,21.97,72,6.0032,4,113,117
 6674 | 2012-03-15 07:00:00,1,0,1,1,18.04,21.97,72,6.0032,14,367,381
 6675 | 2012-03-15 08:00:00,1,0,1,1,18.04,21.97,77,7.0015,21,602,623
 6676 | 2012-03-15 09:00:00,1,0,1,1,19.68,23.485,77,6.0032,30,285,315
 6677 | 2012-03-15 10:00:00,1,0,1,1,21.32,25,68,7.0015,34,130,164
 6678 | 2012-03-15 11:00:00,1,0,1,1,22.96,26.515,60,8.9981,60,151,211
 6679 | 2012-03-15 12:00:00,1,0,1,2,25.42,31.06,50,8.9981,59,206,265
 6680 | 2012-03-15 13:00:00,1,0,1,2,27.06,31.06,41,6.0032,62,211,273
 6681 | 2012-03-15 14:00:00,1,0,1,2,29.52,32.575,30,7.0015,81,177,258
 6682 | 2012-03-15 15:00:00,1,0,1,1,29.52,32.575,32,15.0013,100,187,287
 6683 | 2012-03-15 16:00:00,1,0,1,1,29.52,32.575,37,26.0027,95,331,426
 6684 | 2012-03-15 17:00:00,1,0,1,1,28.7,31.82,39,16.9979,79,634,713
 6685 | 2012-03-15 18:00:00,1,0,1,1,27.06,31.06,44,19.0012,98,648,746
 6686 | 2012-03-15 19:00:00,1,0,1,2,26.24,31.06,50,12.998,72,353,425
 6687 | 2012-03-15 20:00:00,1,0,1,2,23.78,27.275,60,23.9994,60,270,330
 6688 | 2012-03-15 21:00:00,1,0,1,1,22.14,25.76,68,19.0012,36,207,243
 6689 | 2012-03-15 22:00:00,1,0,1,1,21.32,25,68,8.9981,32,137,169
 6690 | 2012-03-15 23:00:00,1,0,1,1,19.68,23.485,72,12.998,12,85,97
 6691 | 2012-03-16 00:00:00,1,0,1,1,18.04,21.97,77,16.9979,8,49,57
 6692 | 2012-03-16 01:00:00,1,0,1,2,17.22,21.21,82,22.0028,4,22,26
 6693 | 2012-03-16 02:00:00,1,0,1,2,17.22,21.21,82,12.998,0,4,4
 6694 | 2012-03-16 03:00:00,1,0,1,2,16.4,20.455,87,19.0012,0,3,3
 6695 | 2012-03-16 04:00:00,1,0,1,2,16.4,20.455,87,16.9979,0,3,3
 6696 | 2012-03-16 05:00:00,1,0,1,2,16.4,20.455,87,15.0013,2,30,32
 6697 | 2012-03-16 06:00:00,1,0,1,2,16.4,20.455,87,11.0014,3,96,99
 6698 | 2012-03-16 07:00:00,1,0,1,2,16.4,20.455,87,12.998,13,265,278
 6699 | 2012-03-16 08:00:00,1,0,1,2,16.4,20.455,87,15.0013,28,534,562
 6700 | 2012-03-16 09:00:00,1,0,1,2,17.22,21.21,82,0,35,277,312
 6701 | 2012-03-16 10:00:00,1,0,1,2,16.4,20.455,87,6.0032,44,136,180
 6702 | 2012-03-16 11:00:00,1,0,1,2,18.04,21.97,77,0,40,167,207
 6703 | 2012-03-16 12:00:00,1,0,1,2,18.04,21.97,82,8.9981,72,222,294
 6704 | 2012-03-16 13:00:00,1,0,1,2,18.86,22.725,77,6.0032,52,208,260
 6705 | 2012-03-16 14:00:00,1,0,1,2,19.68,23.485,72,0,56,146,202
 6706 | 2012-03-16 15:00:00,1,0,1,3,18.86,22.725,82,7.0015,19,88,107
 6707 | 2012-03-16 16:00:00,1,0,1,3,19.68,23.485,77,0,18,111,129
 6708 | 2012-03-16 17:00:00,1,0,1,3,19.68,23.485,82,6.0032,23,235,258
 6709 | 2012-03-16 18:00:00,1,0,1,3,19.68,23.485,82,6.0032,31,377,408
 6710 | 2012-03-16 19:00:00,1,0,1,2,18.86,22.725,88,0,23,273,296
 6711 | 2012-03-16 20:00:00,1,0,1,1,18.86,22.725,88,0,31,204,235
 6712 | 2012-03-16 21:00:00,1,0,1,2,18.04,21.97,94,0,8,144,152
 6713 | 2012-03-16 22:00:00,1,0,1,2,18.04,21.97,94,0,16,132,148
 6714 | 2012-03-16 23:00:00,1,0,1,2,18.04,21.97,94,0,22,104,126
 6715 | 2012-03-17 00:00:00,1,0,0,2,18.04,21.97,94,6.0032,13,87,100
 6716 | 2012-03-17 01:00:00,1,0,0,2,18.04,21.97,94,0,12,57,69
 6717 | 2012-03-17 02:00:00,1,0,0,2,18.04,21.97,88,0,10,32,42
 6718 | 2012-03-17 03:00:00,1,0,0,2,18.04,21.97,88,0,2,24,26
 6719 | 2012-03-17 04:00:00,1,0,0,2,17.22,21.21,94,0,0,2,2
 6720 | 2012-03-17 05:00:00,1,0,0,2,17.22,21.21,94,6.0032,5,3,8
 6721 | 2012-03-17 06:00:00,1,0,0,2,17.22,21.21,94,12.998,1,29,30
 6722 | 2012-03-17 07:00:00,1,0,0,2,16.4,20.455,100,8.9981,29,57,86
 6723 | 2012-03-17 08:00:00,1,0,0,2,17.22,21.21,94,7.0015,63,155,218
 6724 | 2012-03-17 09:00:00,1,0,0,2,18.04,21.97,88,6.0032,104,217,321
 6725 | 2012-03-17 10:00:00,1,0,0,2,20.5,24.24,77,6.0032,140,303,443
 6726 | 2012-03-17 11:00:00,1,0,0,2,21.32,25,77,8.9981,226,359,585
 6727 | 2012-03-17 12:00:00,1,0,0,1,22.96,26.515,68,11.0014,286,365,651
 6728 | 2012-03-17 13:00:00,1,0,0,1,24.6,30.305,60,7.0015,286,400,686
 6729 | 2012-03-17 14:00:00,1,0,0,1,25.42,31.06,53,6.0032,352,338,690
 6730 | 2012-03-17 15:00:00,1,0,0,1,26.24,31.06,53,8.9981,357,322,679
 6731 | 2012-03-17 16:00:00,1,0,0,1,26.24,31.06,50,0,367,318,685
 6732 | 2012-03-17 17:00:00,1,0,0,1,26.24,31.06,50,8.9981,291,357,648
 6733 | 2012-03-17 18:00:00,1,0,0,1,25.42,31.06,57,19.9995,221,339,560
 6734 | 2012-03-17 19:00:00,1,0,0,1,23.78,27.275,64,19.0012,155,262,417
 6735 | 2012-03-17 20:00:00,1,0,0,1,22.96,26.515,64,12.998,89,182,271
 6736 | 2012-03-17 21:00:00,1,0,0,1,22.14,25.76,68,11.0014,54,169,223
 6737 | 2012-03-17 22:00:00,1,0,0,1,22.14,25.76,68,0,58,153,211
 6738 | 2012-03-17 23:00:00,1,0,0,1,20.5,24.24,77,11.0014,34,151,185
 6739 | 2012-03-18 00:00:00,1,0,0,1,18.86,22.725,88,12.998,27,80,107
 6740 | 2012-03-18 01:00:00,1,0,0,1,18.86,22.725,82,8.9981,25,88,113
 6741 | 2012-03-18 02:00:00,1,0,0,2,18.86,22.725,82,7.0015,15,41,56
 6742 | 2012-03-18 03:00:00,1,0,0,2,18.04,21.97,88,8.9981,3,15,18
 6743 | 2012-03-18 04:00:00,1,0,0,2,17.22,21.21,94,11.0014,6,8,14
 6744 | 2012-03-18 05:00:00,1,0,0,2,16.4,20.455,94,7.0015,0,6,6
 6745 | 2012-03-18 06:00:00,1,0,0,2,16.4,20.455,94,7.0015,2,9,11
 6746 | 2012-03-18 07:00:00,1,0,0,3,17.22,21.21,88,11.0014,17,25,42
 6747 | 2012-03-18 08:00:00,1,0,0,2,17.22,21.21,88,7.0015,25,71,96
 6748 | 2012-03-18 09:00:00,1,0,0,2,17.22,21.21,88,6.0032,65,113,178
 6749 | 2012-03-18 10:00:00,1,0,0,2,17.22,21.21,88,7.0015,139,212,351
 6750 | 2012-03-18 11:00:00,1,0,0,2,18.04,21.97,82,11.0014,129,239,368
 6751 | 2012-03-18 12:00:00,1,0,0,2,18.04,21.97,88,8.9981,222,281,503
 6752 | 2012-03-18 13:00:00,1,0,0,2,18.86,22.725,82,11.0014,198,346,544
 6753 | 2012-03-18 14:00:00,1,0,0,2,20.5,24.24,77,6.0032,218,303,521
 6754 | 2012-03-18 15:00:00,1,0,0,1,22.14,25.76,68,6.0032,240,314,554
 6755 | 2012-03-18 16:00:00,1,0,0,1,22.14,25.76,73,6.0032,229,312,541
 6756 | 2012-03-18 17:00:00,1,0,0,1,22.96,26.515,64,6.0032,233,308,541
 6757 | 2012-03-18 18:00:00,1,0,0,1,22.96,26.515,64,11.0014,165,294,459
 6758 | 2012-03-18 19:00:00,1,0,0,1,22.96,26.515,64,11.0014,118,234,352
 6759 | 2012-03-18 20:00:00,1,0,0,1,21.32,25,77,8.9981,59,139,198
 6760 | 2012-03-18 21:00:00,1,0,0,1,21.32,25,72,6.0032,44,129,173
 6761 | 2012-03-18 22:00:00,1,0,0,1,20.5,24.24,77,7.0015,21,79,100
 6762 | 2012-03-18 23:00:00,1,0,0,1,19.68,23.485,82,11.0014,7,39,46
 6763 | 2012-03-19 00:00:00,1,0,1,1,19.68,23.485,82,7.0015,4,19,23
 6764 | 2012-03-19 01:00:00,1,0,1,1,18.86,22.725,88,7.0015,0,15,15
 6765 | 2012-03-19 02:00:00,1,0,1,1,18.86,22.725,88,11.0014,1,7,8
 6766 | 2012-03-19 03:00:00,1,0,1,1,18.86,22.725,88,6.0032,0,2,2
 6767 | 2012-03-19 04:00:00,1,0,1,1,18.04,21.97,94,0,0,3,3
 6768 | 2012-03-19 05:00:00,1,0,1,1,18.04,21.97,94,0,0,31,31
 6769 | 2012-03-19 06:00:00,1,0,1,1,18.86,22.725,88,8.9981,2,118,120
 6770 | 2012-03-19 07:00:00,1,0,1,1,18.86,22.725,88,12.998,25,329,354
 6771 | 2012-03-19 08:00:00,1,0,1,1,18.86,22.725,88,7.0015,16,563,579
 6772 | 2012-03-19 09:00:00,1,0,1,1,20.5,24.24,72,11.0014,55,276,331
 6773 | 2012-03-19 10:00:00,1,0,1,1,21.32,25,72,8.9981,56,128,184
 6774 | 2012-03-19 11:00:00,1,0,1,1,22.96,26.515,68,11.0014,56,145,201
 6775 | 2012-03-19 12:00:00,1,0,1,1,24.6,30.305,64,16.9979,71,211,282
 6776 | 2012-03-19 13:00:00,1,0,1,1,25.42,30.305,61,16.9979,69,194,263
 6777 | 2012-03-19 14:00:00,1,0,1,2,26.24,31.06,57,12.998,60,200,260
 6778 | 2012-03-19 15:00:00,1,0,1,1,26.24,31.06,57,15.0013,97,189,286
 6779 | 2012-03-19 16:00:00,1,0,1,1,27.06,31.06,50,15.0013,65,320,385
 6780 | 2012-03-19 17:00:00,1,0,1,1,26.24,31.06,53,15.0013,106,615,721
 6781 | 2012-03-19 18:00:00,1,0,1,1,26.24,31.06,57,16.9979,120,681,801
 6782 | 2012-03-19 19:00:00,1,0,1,1,25.42,30.305,61,15.0013,86,463,549
 6783 | 2012-03-19 20:00:00,1,0,1,1,24.6,30.305,64,15.0013,34,296,330
 6784 | 2012-03-19 21:00:00,1,0,1,1,24.6,30.305,64,11.0014,33,190,223
 6785 | 2012-03-19 22:00:00,1,0,1,2,22.96,26.515,73,11.0014,17,131,148
 6786 | 2012-03-19 23:00:00,1,0,1,2,22.96,26.515,78,8.9981,9,45,54
 6787 | 2012-04-01 00:00:00,2,0,0,2,14.76,16.665,76,16.9979,8,59,67
 6788 | 2012-04-01 01:00:00,2,0,0,2,14.76,17.425,76,11.0014,13,49,62
 6789 | 2012-04-01 02:00:00,2,0,0,2,14.76,17.425,76,11.0014,20,61,81
 6790 | 2012-04-01 03:00:00,2,0,0,2,13.94,16.665,81,8.9981,4,21,25
 6791 | 2012-04-01 04:00:00,2,0,0,2,13.94,17.425,81,6.0032,3,9,12
 6792 | 2012-04-01 05:00:00,2,0,0,2,13.94,17.425,81,6.0032,8,10,18
 6793 | 2012-04-01 06:00:00,2,0,0,2,14.76,17.425,76,8.9981,9,88,97
 6794 | 2012-04-01 07:00:00,2,0,0,2,14.76,17.425,71,8.9981,29,55,84
 6795 | 2012-04-01 08:00:00,2,0,0,2,14.76,18.18,76,6.0032,37,88,125
 6796 | 2012-04-01 09:00:00,2,0,0,2,14.76,17.425,81,8.9981,102,173,275
 6797 | 2012-04-01 10:00:00,2,0,0,2,16.4,20.455,71,7.0015,132,228,360
 6798 | 2012-04-01 11:00:00,2,0,0,2,16.4,20.455,71,12.998,180,271,451
 6799 | 2012-04-01 12:00:00,2,0,0,2,17.22,21.21,67,15.0013,187,258,445
 6800 | 2012-04-01 13:00:00,2,0,0,2,18.04,21.97,62,12.998,190,274,464
 6801 | 2012-04-01 14:00:00,2,0,0,2,19.68,23.485,55,15.0013,283,278,561
 6802 | 2012-04-01 15:00:00,2,0,0,1,20.5,24.24,55,16.9979,295,278,573
 6803 | 2012-04-01 16:00:00,2,0,0,1,21.32,25,52,16.9979,236,275,511
 6804 | 2012-04-01 17:00:00,2,0,0,1,21.32,25,55,19.0012,232,323,555
 6805 | 2012-04-01 18:00:00,2,0,0,1,21.32,25,52,19.9995,153,279,432
 6806 | 2012-04-01 19:00:00,2,0,0,1,21.32,25,55,15.0013,110,236,346
 6807 | 2012-04-01 20:00:00,2,0,0,2,20.5,24.24,59,15.0013,66,166,232
 6808 | 2012-04-01 21:00:00,2,0,0,2,20.5,24.24,59,11.0014,33,101,134
 6809 | 2012-04-01 22:00:00,2,0,0,3,20.5,24.24,63,7.0015,7,61,68
 6810 | 2012-04-01 23:00:00,2,0,0,3,18.86,22.725,72,0,10,53,63
 6811 | 2012-04-02 00:00:00,2,0,1,3,18.04,21.97,82,7.0015,6,11,17
 6812 | 2012-04-02 01:00:00,2,0,1,3,17.22,21.21,88,6.0032,0,5,5
 6813 | 2012-04-02 02:00:00,2,0,1,3,18.04,21.97,94,8.9981,2,3,5
 6814 | 2012-04-02 04:00:00,2,0,1,1,16.4,20.455,76,32.9975,2,2,4
 6815 | 2012-04-02 05:00:00,2,0,1,1,16.4,20.455,76,32.9975,2,22,24
 6816 | 2012-04-02 06:00:00,2,0,1,1,14.76,15.91,71,31.0009,6,104,110
 6817 | 2012-04-02 07:00:00,2,0,1,1,13.94,15.15,66,26.0027,12,294,306
 6818 | 2012-04-02 08:00:00,2,0,1,1,14.76,16.665,57,22.0028,36,553,589
 6819 | 2012-04-02 09:00:00,2,0,1,1,15.58,19.695,54,23.9994,52,265,317
 6820 | 2012-04-02 10:00:00,2,0,1,1,16.4,20.455,50,35.0008,85,119,204
 6821 | 2012-04-02 11:00:00,2,0,1,1,17.22,21.21,47,30.0026,81,128,209
 6822 | 2012-04-02 12:00:00,2,0,1,1,18.04,21.97,44,30.0026,100,181,281
 6823 | 2012-04-02 13:00:00,2,0,1,1,18.86,22.725,36,19.9995,97,184,281
 6824 | 2012-04-02 14:00:00,2,0,1,1,18.86,22.725,31,27.9993,127,141,268
 6825 | 2012-04-02 15:00:00,2,0,1,1,19.68,23.485,33,27.9993,132,192,324
 6826 | 2012-04-02 16:00:00,2,0,1,1,20.5,24.24,34,22.0028,104,291,395
 6827 | 2012-04-02 17:00:00,2,0,1,1,20.5,24.24,29,19.0012,128,601,729
 6828 | 2012-04-02 18:00:00,2,0,1,1,20.5,24.24,27,16.9979,75,543,618
 6829 | 2012-04-02 19:00:00,2,0,1,1,20.5,24.24,27,16.9979,66,428,494
 6830 | 2012-04-02 20:00:00,2,0,1,1,18.86,22.725,31,11.0014,48,281,329
 6831 | 2012-04-02 21:00:00,2,0,1,1,18.86,22.725,28,8.9981,24,214,238
 6832 | 2012-04-02 22:00:00,2,0,1,1,17.22,21.21,44,12.998,17,106,123
 6833 | 2012-04-02 23:00:00,2,0,1,1,18.04,21.97,35,11.0014,6,60,66
 6834 | 2012-04-03 00:00:00,2,0,1,1,16.4,20.455,43,8.9981,1,32,33
 6835 | 2012-04-03 01:00:00,2,0,1,1,15.58,19.695,46,15.0013,0,11,11
 6836 | 2012-04-03 02:00:00,2,0,1,1,14.76,17.425,53,11.0014,0,5,5
 6837 | 2012-04-03 03:00:00,2,0,1,1,15.58,19.695,46,0,0,3,3
 6838 | 2012-04-03 04:00:00,2,0,1,1,13.12,16.665,66,6.0032,0,1,1
 6839 | 2012-04-03 05:00:00,2,0,1,1,13.12,16.665,66,6.0032,2,25,27
 6840 | 2012-04-03 06:00:00,2,0,1,1,12.3,15.91,61,6.0032,2,98,100
 6841 | 2012-04-03 07:00:00,2,0,1,1,13.12,16.665,66,6.0032,14,327,341
 6842 | 2012-04-03 08:00:00,2,0,1,1,13.94,18.18,57,0,27,577,604
 6843 | 2012-04-03 09:00:00,2,0,1,1,17.22,21.21,38,6.0032,54,354,408
 6844 | 2012-04-03 10:00:00,2,0,1,1,18.04,21.97,33,0,77,142,219
 6845 | 2012-04-03 11:00:00,2,0,1,1,19.68,23.485,23,0,91,167,258
 6846 | 2012-04-03 12:00:00,2,0,1,1,21.32,25,25,0,101,230,331
 6847 | 2012-04-03 13:00:00,2,0,1,1,22.96,26.515,19,16.9979,120,225,345
 6848 | 2012-04-03 14:00:00,2,0,1,1,22.96,26.515,21,15.0013,120,191,311
 6849 | 2012-04-03 15:00:00,2,0,1,1,24.6,29.545,20,12.998,109,207,316
 6850 | 2012-04-03 16:00:00,2,0,1,1,25.42,30.305,21,11.0014,145,340,485
 6851 | 2012-04-03 17:00:00,2,0,1,1,25.42,30.305,17,12.998,123,634,757
 6852 | 2012-04-03 18:00:00,2,0,1,1,24.6,30.305,26,11.0014,139,661,800
 6853 | 2012-04-03 19:00:00,2,0,1,1,22.96,26.515,26,7.0015,98,460,558
 6854 | 2012-04-03 20:00:00,2,0,1,1,22.96,26.515,24,8.9981,54,325,379
 6855 | 2012-04-03 21:00:00,2,0,1,1,22.14,25.76,45,0,33,210,243
 6856 | 2012-04-03 22:00:00,2,0,1,1,20.5,24.24,51,0,25,133,158
 6857 | 2012-04-03 23:00:00,2,0,1,1,20.5,24.24,59,0,13,66,79
 6858 | 2012-04-04 00:00:00,2,0,1,1,19.68,23.485,48,0,18,23,41
 6859 | 2012-04-04 01:00:00,2,0,1,1,18.86,22.725,59,0,0,11,11
 6860 | 2012-04-04 02:00:00,2,0,1,1,18.86,22.725,51,0,0,5,5
 6861 | 2012-04-04 03:00:00,2,0,1,1,18.04,21.97,58,6.0032,0,3,3
 6862 | 2012-04-04 04:00:00,2,0,1,1,17.22,21.21,67,6.0032,0,1,1
 6863 | 2012-04-04 05:00:00,2,0,1,1,17.22,21.21,67,6.0032,0,27,27
 6864 | 2012-04-04 06:00:00,2,0,1,2,17.22,21.21,58,0,6,120,126
 6865 | 2012-04-04 07:00:00,2,0,1,2,18.04,21.97,62,0,12,354,366
 6866 | 2012-04-04 08:00:00,2,0,1,2,18.04,21.97,72,7.0015,31,653,684
 6867 | 2012-04-04 09:00:00,2,0,1,2,19.68,23.485,55,8.9981,47,316,363
 6868 | 2012-04-04 10:00:00,2,0,1,2,22.14,25.76,45,8.9981,68,99,167
 6869 | 2012-04-04 11:00:00,2,0,1,2,24.6,31.06,43,23.9994,61,152,213
 6870 | 2012-04-04 12:00:00,2,0,1,2,24.6,31.06,46,27.9993,73,210,283
 6871 | 2012-04-04 13:00:00,2,0,1,2,24.6,31.06,46,16.9979,70,181,251
 6872 | 2012-04-04 14:00:00,2,0,1,2,25.42,31.06,46,12.998,82,176,258
 6873 | 2012-04-04 15:00:00,2,0,1,2,26.24,31.06,44,19.0012,86,182,268
 6874 | 2012-04-04 16:00:00,2,0,1,2,26.24,31.06,44,19.0012,86,304,390
 6875 | 2012-04-04 17:00:00,2,0,1,1,27.06,31.06,41,19.9995,99,645,744
 6876 | 2012-04-04 18:00:00,2,0,1,1,27.06,31.06,41,16.9979,113,646,759
 6877 | 2012-04-04 19:00:00,2,0,1,1,27.06,31.06,39,15.0013,75,419,494
 6878 | 2012-04-04 20:00:00,2,0,1,1,26.24,31.06,27,15.0013,39,333,372
 6879 | 2012-04-04 21:00:00,2,0,1,1,24.6,30.305,23,22.0028,43,255,298
 6880 | 2012-04-04 22:00:00,2,0,1,1,22.96,26.515,22,11.0014,30,151,181
 6881 | 2012-04-04 23:00:00,2,0,1,1,21.32,25,23,27.9993,19,112,131
 6882 | 2012-04-05 00:00:00,2,0,1,1,21.32,25,23,27.9993,12,33,45
 6883 | 2012-04-05 01:00:00,2,0,1,1,19.68,23.485,27,22.0028,4,9,13
 6884 | 2012-04-05 02:00:00,2,0,1,1,18.86,22.725,33,30.0026,7,11,18
 6885 | 2012-04-05 03:00:00,2,0,1,1,17.22,21.21,41,19.9995,0,5,5
 6886 | 2012-04-05 04:00:00,2,0,1,1,15.58,19.695,43,19.0012,0,1,1
 6887 | 2012-04-05 05:00:00,2,0,1,1,15.58,19.695,43,19.0012,1,28,29
 6888 | 2012-04-05 06:00:00,2,0,1,1,14.76,16.665,46,22.0028,8,118,126
 6889 | 2012-04-05 07:00:00,2,0,1,1,13.94,16.665,49,12.998,15,339,354
 6890 | 2012-04-05 08:00:00,2,0,1,1,14.76,17.425,46,15.0013,28,610,638
 6891 | 2012-04-05 09:00:00,2,0,1,1,16.4,20.455,37,16.9979,61,290,351
 6892 | 2012-04-05 10:00:00,2,0,1,1,17.22,21.21,35,19.0012,88,158,246
 6893 | 2012-04-05 11:00:00,2,0,1,2,17.22,21.21,38,15.0013,109,159,268
 6894 | 2012-04-05 12:00:00,2,0,1,1,18.04,21.97,33,0,66,210,276
 6895 | 2012-04-05 13:00:00,2,0,1,1,18.86,22.725,31,0,89,202,291
 6896 | 2012-04-05 14:00:00,2,0,1,1,18.86,22.725,33,11.0014,143,144,287
 6897 | 2012-04-05 15:00:00,2,0,1,1,20.5,24.24,31,7.0015,98,171,269
 6898 | 2012-04-05 16:00:00,2,0,1,1,20.5,24.24,31,12.998,84,318,402
 6899 | 2012-04-05 17:00:00,2,0,1,1,20.5,24.24,31,11.0014,145,677,822
 6900 | 2012-04-05 18:00:00,2,0,1,1,20.5,24.24,31,7.0015,80,618,698
 6901 | 2012-04-05 19:00:00,2,0,1,1,19.68,23.485,31,16.9979,64,423,487
 6902 | 2012-04-05 20:00:00,2,0,1,1,18.04,21.97,41,12.998,33,279,312
 6903 | 2012-04-05 21:00:00,2,0,1,1,17.22,21.21,47,12.998,25,209,234
 6904 | 2012-04-05 22:00:00,2,0,1,1,16.4,20.455,47,12.998,20,129,149
 6905 | 2012-04-05 23:00:00,2,0,1,1,16.4,20.455,50,8.9981,12,124,136
 6906 | 2012-04-06 00:00:00,2,0,1,1,16.4,20.455,43,0,12,49,61
 6907 | 2012-04-06 01:00:00,2,0,1,1,14.76,17.425,62,8.9981,10,28,38
 6908 | 2012-04-06 02:00:00,2,0,1,1,14.76,16.665,50,26.0027,6,5,11
 6909 | 2012-04-06 03:00:00,2,0,1,1,13.94,15.15,53,22.0028,3,5,8
 6910 | 2012-04-06 04:00:00,2,0,1,1,13.94,15.91,49,16.9979,2,3,5
 6911 | 2012-04-06 05:00:00,2,0,1,1,13.12,15.15,53,22.0028,0,23,23
 6912 | 2012-04-06 06:00:00,2,0,1,1,12.3,13.635,49,26.0027,0,80,80
 6913 | 2012-04-06 07:00:00,2,0,1,1,12.3,14.395,49,19.0012,15,231,246
 6914 | 2012-04-06 08:00:00,2,0,1,1,12.3,13.635,49,22.0028,19,489,508
 6915 | 2012-04-06 09:00:00,2,0,1,1,13.94,15.15,42,22.0028,58,318,376
 6916 | 2012-04-06 10:00:00,2,0,1,1,14.76,16.665,40,22.0028,81,157,238
 6917 | 2012-04-06 11:00:00,2,0,1,1,16.4,20.455,37,19.9995,112,179,291
 6918 | 2012-04-06 12:00:00,2,0,1,1,17.22,21.21,35,19.9995,113,224,337
 6919 | 2012-04-06 13:00:00,2,0,1,1,18.04,21.97,33,22.0028,173,238,411
 6920 | 2012-04-06 14:00:00,2,0,1,1,19.68,23.485,29,26.0027,240,250,490
 6921 | 2012-04-06 15:00:00,2,0,1,1,20.5,24.24,27,19.0012,218,319,537
 6922 | 2012-04-06 16:00:00,2,0,1,1,20.5,24.24,22,27.9993,184,352,536
 6923 | 2012-04-06 17:00:00,2,0,1,1,21.32,25,23,27.9993,172,483,655
 6924 | 2012-04-06 18:00:00,2,0,1,1,20.5,24.24,22,31.0009,104,380,484
 6925 | 2012-04-06 19:00:00,2,0,1,1,19.68,23.485,23,19.9995,115,297,412
 6926 | 2012-04-06 20:00:00,2,0,1,1,18.86,22.725,24,19.0012,61,191,252
 6927 | 2012-04-06 21:00:00,2,0,1,1,18.04,21.97,26,8.9981,54,136,190
 6928 | 2012-04-06 22:00:00,2,0,1,1,16.4,20.455,35,15.0013,34,124,158
 6929 | 2012-04-06 23:00:00,2,0,1,1,17.22,21.21,30,19.0012,21,92,113
 6930 | 2012-04-07 00:00:00,2,0,0,1,17.22,21.21,26,19.9995,9,85,94
 6931 | 2012-04-07 01:00:00,2,0,0,1,16.4,20.455,28,16.9979,9,60,69
 6932 | 2012-04-07 02:00:00,2,0,0,1,14.76,16.665,29,23.9994,11,25,36
 6933 | 2012-04-07 03:00:00,2,0,0,1,14.76,16.665,32,16.9979,7,21,28
 6934 | 2012-04-07 04:00:00,2,0,0,1,13.12,15.91,36,11.0014,3,4,7
 6935 | 2012-04-07 05:00:00,2,0,0,1,13.12,15.91,33,11.0014,0,2,2
 6936 | 2012-04-07 06:00:00,2,0,0,1,13.12,15.91,36,12.998,1,18,19
 6937 | 2012-04-07 07:00:00,2,0,0,1,13.12,15.15,33,19.0012,14,40,54
 6938 | 2012-04-07 08:00:00,2,0,0,1,13.94,15.91,34,16.9979,29,94,123
 6939 | 2012-04-07 09:00:00,2,0,0,1,16.4,20.455,30,16.9979,103,173,276
 6940 | 2012-04-07 10:00:00,2,0,0,1,17.22,21.21,28,16.9979,187,176,363
 6941 | 2012-04-07 11:00:00,2,0,0,1,18.04,21.97,24,19.9995,251,244,495
 6942 | 2012-04-07 12:00:00,2,0,0,1,18.86,22.725,23,26.0027,320,270,590
 6943 | 2012-04-07 13:00:00,2,0,0,1,20.5,24.24,22,12.998,355,288,643
 6944 | 2012-04-07 14:00:00,2,0,0,1,20.5,24.24,22,19.9995,326,252,578
 6945 | 2012-04-07 15:00:00,2,0,0,1,21.32,25,19,27.9993,321,305,626
 6946 | 2012-04-07 16:00:00,2,0,0,1,22.14,25.76,19,26.0027,354,261,615
 6947 | 2012-04-07 17:00:00,2,0,0,1,22.14,25.76,19,27.9993,299,268,567
 6948 | 2012-04-07 18:00:00,2,0,0,1,22.14,25.76,18,19.9995,227,290,517
 6949 | 2012-04-07 19:00:00,2,0,0,1,22.14,25.76,16,22.0028,170,243,413
 6950 | 2012-04-07 20:00:00,2,0,0,1,20.5,24.24,20,15.0013,73,135,208
 6951 | 2012-04-07 21:00:00,2,0,0,1,20.5,24.24,20,12.998,75,159,234
 6952 | 2012-04-07 22:00:00,2,0,0,1,19.68,23.485,20,12.998,76,106,182
 6953 | 2012-04-07 23:00:00,2,0,0,1,18.86,22.725,23,15.0013,32,86,118
 6954 | 2012-04-08 00:00:00,2,0,0,1,18.04,21.97,24,15.0013,21,64,85
 6955 | 2012-04-08 01:00:00,2,0,0,1,18.04,21.97,24,15.0013,14,50,64
 6956 | 2012-04-08 02:00:00,2,0,0,1,18.04,21.97,24,15.0013,7,25,32
 6957 | 2012-04-08 03:00:00,2,0,0,1,17.22,21.21,26,8.9981,8,18,26
 6958 | 2012-04-08 04:00:00,2,0,0,1,16.4,20.455,40,0,0,7,7
 6959 | 2012-04-08 05:00:00,2,0,0,1,15.58,19.695,46,0,4,8,12
 6960 | 2012-04-08 06:00:00,2,0,0,1,14.76,18.94,37,0,7,21,28
 6961 | 2012-04-08 07:00:00,2,0,0,1,15.58,19.695,27,11.0014,12,25,37
 6962 | 2012-04-08 08:00:00,2,0,0,1,16.4,20.455,30,12.998,19,65,84
 6963 | 2012-04-08 09:00:00,2,0,0,1,18.04,21.97,26,15.0013,71,108,179
 6964 | 2012-04-08 10:00:00,2,0,0,1,20.5,24.24,25,15.0013,113,186,299
 6965 | 2012-04-08 11:00:00,2,0,0,1,20.5,24.24,25,19.0012,195,209,404
 6966 | 2012-04-08 12:00:00,2,0,0,1,22.14,25.76,24,16.9979,198,259,457
 6967 | 2012-04-08 13:00:00,2,0,0,1,23.78,27.275,23,11.0014,229,254,483
 6968 | 2012-04-08 14:00:00,2,0,0,1,24.6,29.545,18,30.0026,254,249,503
 6969 | 2012-04-08 15:00:00,2,0,0,1,25.42,30.305,17,23.9994,260,226,486
 6970 | 2012-04-08 16:00:00,2,0,0,1,26.24,30.305,19,22.0028,232,244,476
 6971 | 2012-04-08 17:00:00,2,0,0,1,25.42,30.305,22,19.9995,185,226,411
 6972 | 2012-04-08 18:00:00,2,0,0,1,25.42,30.305,25,22.0028,151,159,310
 6973 | 2012-04-08 19:00:00,2,0,0,1,24.6,30.305,23,26.0027,89,187,276
 6974 | 2012-04-08 20:00:00,2,0,0,1,22.96,26.515,28,27.9993,65,146,211
 6975 | 2012-04-08 21:00:00,2,0,0,1,21.32,25,34,15.0013,53,77,130
 6976 | 2012-04-08 22:00:00,2,0,0,1,20.5,24.24,36,15.0013,33,85,118
 6977 | 2012-04-08 23:00:00,2,0,0,1,20.5,24.24,39,16.9979,10,41,51
 6978 | 2012-04-09 00:00:00,2,0,1,1,19.68,23.485,39,19.0012,8,29,37
 6979 | 2012-04-09 01:00:00,2,0,1,1,18.86,22.725,41,8.9981,4,12,16
 6980 | 2012-04-09 02:00:00,2,0,1,1,18.86,22.725,31,12.998,2,4,6
 6981 | 2012-04-09 03:00:00,2,0,1,1,18.04,21.97,30,11.0014,0,3,3
 6982 | 2012-04-09 04:00:00,2,0,1,1,18.04,21.97,24,12.998,2,3,5
 6983 | 2012-04-09 05:00:00,2,0,1,1,18.04,21.97,24,12.998,2,30,32
 6984 | 2012-04-09 06:00:00,2,0,1,1,17.22,21.21,26,15.0013,3,108,111
 6985 | 2012-04-09 07:00:00,2,0,1,1,17.22,21.21,28,12.998,11,320,331
 6986 | 2012-04-09 08:00:00,2,0,1,1,18.04,21.97,30,12.998,22,595,617
 6987 | 2012-04-09 09:00:00,2,0,1,1,18.86,22.725,31,23.9994,50,236,286
 6988 | 2012-04-09 10:00:00,2,0,1,1,20.5,24.24,27,32.9975,65,113,178
 6989 | 2012-04-09 11:00:00,2,0,1,1,21.32,25,27,27.9993,96,127,223
 6990 | 2012-04-09 12:00:00,2,0,1,1,22.14,25.76,28,47.9988,94,186,280
 6991 | 2012-04-09 13:00:00,2,0,1,1,22.14,25.76,28,39.0007,108,173,281
 6992 | 2012-04-09 14:00:00,2,0,1,1,22.96,26.515,28,36.9974,66,152,218
 6993 | 2012-04-09 15:00:00,2,0,1,1,23.78,27.275,28,36.9974,82,173,255
 6994 | 2012-04-09 16:00:00,2,0,1,1,22.96,26.515,30,27.9993,81,310,391
 6995 | 2012-04-09 17:00:00,2,0,1,1,22.14,25.76,32,27.9993,67,565,632
 6996 | 2012-04-09 18:00:00,2,0,1,1,22.14,25.76,34,19.9995,60,586,646
 6997 | 2012-04-09 19:00:00,2,0,1,1,21.32,25,34,23.9994,35,386,421
 6998 | 2012-04-09 20:00:00,2,0,1,1,20.5,24.24,36,30.0026,21,255,276
 6999 | 2012-04-09 21:00:00,2,0,1,3,19.68,23.485,41,27.9993,14,151,165
 7000 | 2012-04-09 22:00:00,2,0,1,2,18.86,22.725,41,32.9975,6,102,108
 7001 | 2012-04-09 23:00:00,2,0,1,1,18.04,21.97,44,19.9995,6,61,67
 7002 | 2012-04-10 00:00:00,2,0,1,2,18.04,21.97,47,19.0012,3,23,26
 7003 | 2012-04-10 01:00:00,2,0,1,1,17.22,21.21,50,15.0013,0,9,9
 7004 | 2012-04-10 02:00:00,2,0,1,1,14.76,17.425,71,8.9981,0,2,2
 7005 | 2012-04-10 03:00:00,2,0,1,1,14.76,17.425,71,8.9981,0,2,2
 7006 | 2012-04-10 04:00:00,2,0,1,1,13.94,16.665,71,8.9981,0,2,2
 7007 | 2012-04-10 05:00:00,2,0,1,1,13.94,16.665,71,8.9981,0,24,24
 7008 | 2012-04-10 06:00:00,2,0,1,1,13.94,17.425,71,7.0015,3,100,103
 7009 | 2012-04-10 07:00:00,2,0,1,1,13.94,17.425,71,7.0015,16,368,384
 7010 | 2012-04-10 08:00:00,2,0,1,1,15.58,19.695,62,8.9981,22,670,692
 7011 | 2012-04-10 09:00:00,2,0,1,1,17.22,21.21,67,12.998,16,303,319
 7012 | 2012-04-10 10:00:00,2,0,1,1,18.86,22.725,47,11.0014,49,132,181
 7013 | 2012-04-10 11:00:00,2,0,1,1,20.5,24.24,36,0,78,161,239
 7014 | 2012-04-10 12:00:00,2,0,1,1,22.14,25.76,22,19.0012,75,184,259
 7015 | 2012-04-10 13:00:00,2,0,1,1,21.32,25,23,11.0014,81,202,283
 7016 | 2012-04-10 14:00:00,2,0,1,1,22.14,25.76,24,12.998,75,149,224
 7017 | 2012-04-10 15:00:00,2,0,1,1,22.96,26.515,21,19.9995,46,157,203
 7018 | 2012-04-10 16:00:00,2,0,1,1,23.78,27.275,21,16.9979,66,296,362
 7019 | 2012-04-10 17:00:00,2,0,1,1,22.96,26.515,21,35.0008,88,656,744
 7020 | 2012-04-10 18:00:00,2,0,1,1,22.14,25.76,22,27.9993,78,626,704
 7021 | 2012-04-10 19:00:00,2,0,1,1,21.32,25,20,23.9994,51,428,479
 7022 | 2012-04-10 20:00:00,2,0,1,1,18.86,22.725,28,26.0027,34,248,282
 7023 | 2012-04-10 21:00:00,2,0,1,1,18.04,21.97,30,30.0026,15,191,206
 7024 | 2012-04-10 22:00:00,2,0,1,1,16.4,20.455,37,32.9975,9,118,127
 7025 | 2012-04-10 23:00:00,2,0,1,1,14.76,16.665,40,27.9993,14,48,62
 7026 | 2012-04-11 00:00:00,2,0,1,1,13.94,15.15,36,27.9993,8,22,30
 7027 | 2012-04-11 01:00:00,2,0,1,1,13.94,15.91,39,19.0012,3,9,12
 7028 | 2012-04-11 02:00:00,2,0,1,1,13.12,15.15,45,19.0012,0,2,2
 7029 | 2012-04-11 03:00:00,2,0,1,1,12.3,14.395,49,15.0013,0,2,2
 7030 | 2012-04-11 05:00:00,2,0,1,1,11.48,13.635,56,12.998,1,26,27
 7031 | 2012-04-11 06:00:00,2,0,1,1,11.48,14.395,56,7.0015,3,103,106
 7032 | 2012-04-11 07:00:00,2,0,1,1,11.48,14.395,52,8.9981,18,303,321
 7033 | 2012-04-11 08:00:00,2,0,1,1,12.3,14.395,49,15.0013,14,581,595
 7034 | 2012-04-11 09:00:00,2,0,1,2,13.12,15.15,49,19.9995,20,282,302
 7035 | 2012-04-11 10:00:00,2,0,1,2,13.94,15.15,49,22.0028,26,127,153
 7036 | 2012-04-11 11:00:00,2,0,1,2,15.58,19.695,43,22.0028,38,142,180
 7037 | 2012-04-11 12:00:00,2,0,1,2,14.76,16.665,46,26.0027,35,147,182
 7038 | 2012-04-11 13:00:00,2,0,1,2,16.4,20.455,40,23.9994,16,147,163
 7039 | 2012-04-11 14:00:00,2,0,1,1,14.76,17.425,57,12.998,34,101,135
 7040 | 2012-04-11 15:00:00,2,0,1,3,15.58,19.695,46,15.0013,50,152,202
 7041 | 2012-04-11 16:00:00,2,0,1,1,18.04,21.97,33,19.9995,51,256,307
 7042 | 2012-04-11 17:00:00,2,0,1,1,17.22,21.21,35,26.0027,52,527,579
 7043 | 2012-04-11 18:00:00,2,0,1,3,16.4,20.455,43,27.9993,39,546,585
 7044 | 2012-04-11 19:00:00,2,0,1,1,16.4,20.455,40,23.9994,28,356,384
 7045 | 2012-04-11 20:00:00,2,0,1,1,14.76,16.665,46,22.0028,22,213,235
 7046 | 2012-04-11 21:00:00,2,0,1,1,13.94,15.15,57,26.0027,11,154,165
 7047 | 2012-04-11 22:00:00,2,0,1,1,13.94,15.15,57,22.0028,4,130,134
 7048 | 2012-04-11 23:00:00,2,0,1,1,13.94,15.15,57,19.9995,9,52,61
 7049 | 2012-04-12 00:00:00,2,0,1,1,13.12,15.15,66,19.0012,1,22,23
 7050 | 2012-04-12 01:00:00,2,0,1,1,13.12,15.15,66,15.0013,2,7,9
 7051 | 2012-04-12 02:00:00,2,0,1,1,13.12,15.15,61,19.0012,0,4,4
 7052 | 2012-04-12 03:00:00,2,0,1,1,13.12,15.15,61,16.9979,2,3,5
 7053 | 2012-04-12 04:00:00,2,0,1,1,12.3,14.395,61,15.0013,0,1,1
 7054 | 2012-04-12 05:00:00,2,0,1,1,12.3,14.395,61,15.0013,0,21,21
 7055 | 2012-04-12 06:00:00,2,0,1,1,12.3,14.395,65,16.9979,2,94,96
 7056 | 2012-04-12 07:00:00,2,0,1,1,12.3,13.635,65,22.0028,12,294,306
 7057 | 2012-04-12 08:00:00,2,0,1,1,13.12,15.15,66,22.0028,20,604,624
 7058 | 2012-04-12 09:00:00,2,0,1,1,14.76,16.665,57,23.9994,16,271,287
 7059 | 2012-04-12 10:00:00,2,0,1,1,16.4,20.455,50,19.9995,38,103,141
 7060 | 2012-04-12 11:00:00,2,0,1,1,17.22,21.21,47,19.9995,50,174,224
 7061 | 2012-04-12 12:00:00,2,0,1,1,18.86,22.725,41,30.0026,60,199,259
 7062 | 2012-04-12 13:00:00,2,0,1,1,19.68,23.485,36,30.0026,55,148,203
 7063 | 2012-04-12 14:00:00,2,0,1,1,20.5,24.24,31,22.0028,74,150,224
 7064 | 2012-04-12 15:00:00,2,0,1,1,19.68,23.485,31,16.9979,42,169,211
 7065 | 2012-04-12 16:00:00,2,0,1,1,19.68,23.485,31,19.0012,54,299,353
 7066 | 2012-04-12 17:00:00,2,0,1,1,20.5,24.24,27,26.0027,60,596,656
 7067 | 2012-04-12 18:00:00,2,0,1,1,20.5,24.24,27,26.0027,63,547,610
 7068 | 2012-04-12 19:00:00,2,0,1,1,18.86,22.725,31,19.9995,50,383,433
 7069 | 2012-04-12 20:00:00,2,0,1,1,18.04,21.97,33,16.9979,26,254,280
 7070 | 2012-04-12 21:00:00,2,0,1,1,17.22,21.21,35,8.9981,13,174,187
 7071 | 2012-04-12 22:00:00,2,0,1,1,17.22,21.21,35,12.998,15,143,158
 7072 | 2012-04-12 23:00:00,2,0,1,1,17.22,21.21,35,12.998,8,86,94
 7073 | 2012-04-13 00:00:00,2,0,1,1,16.4,20.455,37,16.9979,14,41,55
 7074 | 2012-04-13 01:00:00,2,0,1,1,14.76,17.425,46,12.998,2,28,30
 7075 | 2012-04-13 02:00:00,2,0,1,1,13.94,16.665,49,12.998,6,5,11
 7076 | 2012-04-13 03:00:00,2,0,1,1,13.94,16.665,61,11.0014,3,8,11
 7077 | 2012-04-13 04:00:00,2,0,1,2,13.94,16.665,53,8.9981,1,4,5
 7078 | 2012-04-13 05:00:00,2,0,1,2,13.94,16.665,53,11.0014,2,19,21
 7079 | 2012-04-13 06:00:00,2,0,1,1,13.12,15.91,57,11.0014,0,84,84
 7080 | 2012-04-13 07:00:00,2,0,1,1,13.94,15.91,61,15.0013,13,283,296
 7081 | 2012-04-13 08:00:00,2,0,1,1,15.58,19.695,46,11.0014,24,539,563
 7082 | 2012-04-13 09:00:00,2,0,1,1,17.22,21.21,41,11.0014,36,294,330
 7083 | 2012-04-13 10:00:00,2,0,1,1,18.04,21.97,38,12.998,59,133,192
 7084 | 2012-04-13 11:00:00,2,0,1,1,18.86,22.725,36,8.9981,75,158,233
 7085 | 2012-04-13 12:00:00,2,0,1,1,20.5,24.24,31,0,104,218,322
 7086 | 2012-04-13 13:00:00,2,0,1,1,21.32,25,27,19.0012,112,246,358
 7087 | 2012-04-13 14:00:00,2,0,1,1,21.32,25,27,0,125,223,348
 7088 | 2012-04-13 15:00:00,2,0,1,1,22.14,25.76,28,16.9979,115,237,352
 7089 | 2012-04-13 16:00:00,2,0,1,1,22.96,26.515,26,16.9979,113,350,463
 7090 | 2012-04-13 17:00:00,2,0,1,1,22.96,26.515,24,11.0014,117,621,738
 7091 | 2012-04-13 18:00:00,2,0,1,1,22.14,25.76,26,8.9981,107,564,671
 7092 | 2012-04-13 19:00:00,2,0,1,1,22.14,25.76,24,11.0014,75,352,427
 7093 | 2012-04-13 20:00:00,2,0,1,1,20.5,24.24,29,8.9981,44,242,286
 7094 | 2012-04-13 21:00:00,2,0,1,1,20.5,24.24,36,0,36,153,189
 7095 | 2012-04-13 22:00:00,2,0,1,1,18.04,21.97,62,7.0015,34,181,215
 7096 | 2012-04-13 23:00:00,2,0,1,1,17.22,21.21,62,6.0032,35,163,198
 7097 | 2012-04-14 00:00:00,2,0,0,1,16.4,20.455,58,8.9981,11,85,96
 7098 | 2012-04-14 01:00:00,2,0,0,1,16.4,20.455,58,8.9981,10,60,70
 7099 | 2012-04-14 02:00:00,2,0,0,1,15.58,19.695,66,8.9981,3,53,56
 7100 | 2012-04-14 03:00:00,2,0,0,1,14.76,18.18,66,6.0032,6,26,32
 7101 | 2012-04-14 04:00:00,2,0,0,1,14.76,18.18,71,7.0015,5,9,14
 7102 | 2012-04-14 05:00:00,2,0,0,1,14.76,18.18,66,7.0015,2,5,7
 7103 | 2012-04-14 06:00:00,2,0,0,1,13.94,16.665,76,11.0014,2,19,21
 7104 | 2012-04-14 07:00:00,2,0,0,1,14.76,18.18,71,7.0015,8,56,64
 7105 | 2012-04-14 08:00:00,2,0,0,1,14.76,17.425,71,8.9981,24,136,160
 7106 | 2012-04-14 09:00:00,2,0,0,1,17.22,21.21,54,8.9981,59,206,265
 7107 | 2012-04-14 10:00:00,2,0,0,1,18.86,22.725,51,11.0014,139,267,406
 7108 | 2012-04-14 11:00:00,2,0,0,1,21.32,25,45,12.998,207,357,564
 7109 | 2012-04-14 12:00:00,2,0,0,1,23.78,27.275,35,16.9979,274,404,678
 7110 | 2012-04-14 13:00:00,2,0,0,1,25.42,31.06,33,19.9995,308,370,678
 7111 | 2012-04-14 14:00:00,2,0,0,2,26.24,31.06,27,30.0026,288,372,660
 7112 | 2012-04-14 15:00:00,2,0,0,2,26.24,31.06,27,23.9994,311,347,658
 7113 | 2012-04-14 16:00:00,2,0,0,2,26.24,31.06,27,23.9994,253,329,582
 7114 | 2012-04-14 17:00:00,2,0,0,2,25.42,31.06,33,16.9979,251,309,560
 7115 | 2012-04-14 18:00:00,2,0,0,2,25.42,31.06,35,15.0013,197,284,481
 7116 | 2012-04-14 19:00:00,2,0,0,2,24.6,31.06,40,11.0014,163,296,459
 7117 | 2012-04-14 20:00:00,2,0,0,2,22.96,26.515,46,8.9981,112,209,321
 7118 | 2012-04-14 21:00:00,2,0,0,2,22.96,26.515,43,8.9981,53,167,220
 7119 | 2012-04-14 22:00:00,2,0,0,2,22.14,25.76,52,11.0014,64,148,212
 7120 | 2012-04-14 23:00:00,2,0,0,2,22.14,25.76,56,12.998,45,151,196
 7121 | 2012-04-15 00:00:00,2,0,0,2,22.14,25.76,56,12.998,30,94,124
 7122 | 2012-04-15 01:00:00,2,0,0,2,22.14,25.76,56,11.0014,17,89,106
 7123 | 2012-04-15 02:00:00,2,0,0,2,22.14,25.76,56,7.0015,20,54,74
 7124 | 2012-04-15 03:00:00,2,0,0,2,21.32,25,59,8.9981,18,27,45
 7125 | 2012-04-15 04:00:00,2,0,0,2,22.14,25.76,52,0,2,10,12
 7126 | 2012-04-15 05:00:00,2,0,0,1,20.5,24.24,68,11.0014,4,6,10
 7127 | 2012-04-15 06:00:00,2,0,0,1,20.5,24.24,63,8.9981,5,11,16
 7128 | 2012-04-15 07:00:00,2,0,0,1,20.5,24.24,63,7.0015,16,30,46
 7129 | 2012-04-15 08:00:00,2,0,0,1,21.32,25,59,0,33,64,97
 7130 | 2012-04-15 09:00:00,2,0,0,1,22.14,25.76,56,15.0013,97,154,251
 7131 | 2012-04-15 10:00:00,2,0,0,1,23.78,27.275,53,15.0013,186,235,421
 7132 | 2012-04-15 11:00:00,2,0,0,1,25.42,31.06,46,19.9995,227,301,528
 7133 | 2012-04-15 12:00:00,2,0,0,1,26.24,31.06,44,19.0012,275,360,635
 7134 | 2012-04-15 13:00:00,2,0,0,1,27.06,31.06,44,19.0012,298,383,681
 7135 | 2012-04-15 14:00:00,2,0,0,1,28.7,31.82,39,19.0012,282,346,628
 7136 | 2012-04-15 15:00:00,2,0,0,1,28.7,31.82,39,26.0027,266,351,617
 7137 | 2012-04-15 16:00:00,2,0,0,1,29.52,32.575,39,23.9994,286,330,616
 7138 | 2012-04-15 17:00:00,2,0,0,1,28.7,31.82,42,22.0028,262,361,623
 7139 | 2012-04-15 18:00:00,2,0,0,1,28.7,31.82,42,16.9979,184,295,479
 7140 | 2012-04-15 19:00:00,2,0,0,1,28.7,31.82,42,16.9979,114,265,379
 7141 | 2012-04-15 20:00:00,2,0,0,1,26.24,31.06,50,15.0013,86,205,291
 7142 | 2012-04-15 21:00:00,2,0,0,1,25.42,31.06,57,16.9979,76,153,229
 7143 | 2012-04-15 22:00:00,2,0,0,1,27.88,31.82,44,23.9994,37,97,134
 7144 | 2012-04-15 23:00:00,2,0,0,1,27.06,31.06,50,26.0027,25,65,90
 7145 | 2012-04-16 00:00:00,2,1,0,1,26.24,31.06,53,22.0028,15,26,41
 7146 | 2012-04-16 01:00:00,2,1,0,1,25.42,30.305,61,23.9994,7,21,28
 7147 | 2012-04-16 02:00:00,2,1,0,1,24.6,30.305,64,16.9979,5,9,14
 7148 | 2012-04-16 03:00:00,2,1,0,1,23.78,27.275,68,12.998,3,5,8
 7149 | 2012-04-16 04:00:00,2,1,0,1,22.14,25.76,77,15.0013,0,6,6
 7150 | 2012-04-16 05:00:00,2,1,0,1,22.14,25.76,77,15.0013,4,34,38
 7151 | 2012-04-16 06:00:00,2,1,0,1,21.32,25,83,11.0014,10,123,133
 7152 | 2012-04-16 07:00:00,2,1,0,1,21.32,25,83,8.9981,20,367,387
 7153 | 2012-04-16 08:00:00,2,1,0,2,22.96,26.515,83,11.0014,48,549,597
 7154 | 2012-04-16 09:00:00,2,1,0,1,25.42,30.305,69,15.0013,59,238,297
 7155 | 2012-04-16 10:00:00,2,1,0,1,25.42,30.305,69,16.9979,75,149,224
 7156 | 2012-04-16 11:00:00,2,1,0,1,26.24,30.305,65,16.9979,115,136,251
 7157 | 2012-04-16 12:00:00,2,1,0,1,27.88,31.82,57,16.9979,75,196,271
 7158 | 2012-04-16 13:00:00,2,1,0,1,30.34,33.335,45,19.9995,79,184,263
 7159 | 2012-04-16 14:00:00,2,1,0,1,31.16,34.09,45,22.0028,105,183,288
 7160 | 2012-04-16 15:00:00,2,1,0,1,32.8,34.85,33,30.0026,81,194,275
 7161 | 2012-04-16 16:00:00,2,1,0,1,32.8,34.85,33,31.0009,92,266,358
 7162 | 2012-04-16 17:00:00,2,1,0,1,32.8,34.85,33,26.0027,111,601,712
 7163 | 2012-04-16 18:00:00,2,1,0,1,32.8,34.85,31,26.0027,87,589,676
 7164 | 2012-04-16 19:00:00,2,1,0,1,31.16,33.335,35,26.0027,61,461,522
 7165 | 2012-04-16 20:00:00,2,1,0,1,30.34,32.575,37,19.9995,48,327,375
 7166 | 2012-04-16 21:00:00,2,1,0,1,27.88,31.82,51,16.9979,39,232,271
 7167 | 2012-04-16 22:00:00,2,1,0,1,27.88,31.82,51,16.9979,35,179,214
 7168 | 2012-04-16 23:00:00,2,1,0,1,28.7,31.82,45,19.9995,24,97,121
 7169 | 2012-04-17 00:00:00,2,0,1,1,27.06,31.06,54,12.998,10,33,43
 7170 | 2012-04-17 01:00:00,2,0,1,1,26.24,31.06,57,11.0014,6,5,11
 7171 | 2012-04-17 02:00:00,2,0,1,1,22.96,26.515,83,7.0015,1,3,4
 7172 | 2012-04-17 03:00:00,2,0,1,1,22.96,26.515,83,6.0032,0,6,6
 7173 | 2012-04-17 04:00:00,2,0,1,1,27.06,31.06,44,15.0013,3,6,9
 7174 | 2012-04-17 05:00:00,2,0,1,1,24.6,31.06,53,16.9979,1,29,30
 7175 | 2012-04-17 06:00:00,2,0,1,1,24.6,31.06,46,16.9979,8,136,144
 7176 | 2012-04-17 07:00:00,2,0,1,1,24.6,31.06,43,16.9979,18,443,461
 7177 | 2012-04-17 08:00:00,2,0,1,1,24.6,31.06,43,15.0013,42,631,673
 7178 | 2012-04-17 09:00:00,2,0,1,1,24.6,31.06,38,32.9975,71,329,400
 7179 | 2012-04-17 10:00:00,2,0,1,1,24.6,31.06,38,27.9993,52,165,217
 7180 | 2012-04-17 11:00:00,2,0,1,1,24.6,31.06,33,27.9993,65,174,239
 7181 | 2012-04-17 12:00:00,2,0,1,1,24.6,31.06,33,23.9994,65,179,244
 7182 | 2012-04-17 13:00:00,2,0,1,1,25.42,31.06,29,16.9979,52,187,239
 7183 | 2012-04-17 14:00:00,2,0,1,1,26.24,31.06,27,19.0012,59,198,257
 7184 | 2012-04-17 15:00:00,2,0,1,1,27.06,31.06,24,22.0028,91,217,308
 7185 | 2012-04-17 16:00:00,2,0,1,1,27.88,31.06,22,23.9994,50,320,370
 7186 | 2012-04-17 17:00:00,2,0,1,1,26.24,30.305,25,19.9995,108,673,781
 7187 | 2012-04-17 18:00:00,2,0,1,1,26.24,30.305,25,19.0012,105,670,775
 7188 | 2012-04-17 19:00:00,2,0,1,1,24.6,30.305,26,16.9979,73,464,537
 7189 | 2012-04-17 20:00:00,2,0,1,1,24.6,30.305,23,19.0012,44,358,402
 7190 | 2012-04-17 21:00:00,2,0,1,1,22.96,26.515,26,19.9995,37,260,297
 7191 | 2012-04-17 22:00:00,2,0,1,1,22.14,25.76,30,16.9979,18,144,162
 7192 | 2012-04-17 23:00:00,2,0,1,1,22.14,25.76,32,15.0013,10,72,82
 7193 | 2012-04-18 00:00:00,2,0,1,1,22.14,25.76,32,11.0014,3,35,38
 7194 | 2012-04-18 01:00:00,2,0,1,1,21.32,25,34,12.998,1,13,14
 7195 | 2012-04-18 02:00:00,2,0,1,2,20.5,24.24,42,12.998,1,8,9
 7196 | 2012-04-18 03:00:00,2,0,1,2,20.5,24.24,42,15.0013,0,6,6
 7197 | 2012-04-18 04:00:00,2,0,1,2,20.5,24.24,42,19.0012,0,7,7
 7198 | 2012-04-18 05:00:00,2,0,1,2,20.5,24.24,39,19.0012,0,34,34
 7199 | 2012-04-18 06:00:00,2,0,1,2,20.5,24.24,39,19.0012,6,128,134
 7200 | 2012-04-18 07:00:00,2,0,1,2,20.5,24.24,39,12.998,10,408,418
 7201 | 2012-04-18 08:00:00,2,0,1,3,20.5,24.24,39,12.998,25,551,576
 7202 | 2012-04-18 09:00:00,2,0,1,3,19.68,23.485,44,19.9995,20,245,265
 7203 | 2012-04-18 10:00:00,2,0,1,3,19.68,23.485,47,15.0013,31,116,147
 7204 | 2012-04-18 11:00:00,2,0,1,3,18.86,22.725,47,16.9979,14,105,119
 7205 | 2012-04-18 12:00:00,2,0,1,3,18.86,22.725,51,7.0015,15,95,110
 7206 | 2012-04-18 13:00:00,2,0,1,3,18.86,22.725,59,0,13,51,64
 7207 | 2012-04-18 14:00:00,2,0,1,3,18.04,21.97,72,7.0015,8,43,51
 7208 | 2012-04-18 15:00:00,2,0,1,3,17.22,21.21,77,12.998,10,88,98
 7209 | 2012-04-18 16:00:00,2,0,1,2,17.22,21.21,77,15.0013,36,199,235
 7210 | 2012-04-18 17:00:00,2,0,1,2,17.22,21.21,77,12.998,46,442,488
 7211 | 2012-04-18 18:00:00,2,0,1,2,17.22,21.21,77,0,27,478,505
 7212 | 2012-04-18 19:00:00,2,0,1,2,17.22,21.21,77,8.9981,26,342,368
 7213 | 2012-04-18 20:00:00,2,0,1,2,17.22,21.21,77,7.0015,8,252,260
 7214 | 2012-04-18 21:00:00,2,0,1,2,17.22,21.21,82,6.0032,24,165,189
 7215 | 2012-04-18 22:00:00,2,0,1,2,17.22,21.21,77,6.0032,9,153,162
 7216 | 2012-04-18 23:00:00,2,0,1,2,17.22,21.21,77,0,14,56,70
 7217 | 2012-04-19 00:00:00,2,0,1,3,17.22,21.21,77,0,5,20,25
 7218 | 2012-04-19 01:00:00,2,0,1,3,17.22,21.21,77,7.0015,2,11,13
 7219 | 2012-04-19 02:00:00,2,0,1,2,17.22,21.21,77,0,2,4,6
 7220 | 2012-04-19 03:00:00,2,0,1,2,17.22,21.21,77,0,1,3,4
 7221 | 2012-04-19 04:00:00,2,0,1,2,17.22,21.21,71,0,0,4,4
 7222 | 2012-04-19 05:00:00,2,0,1,1,16.4,20.455,82,0,0,30,30
 7223 | 2012-04-19 06:00:00,2,0,1,2,16.4,20.455,82,7.0015,4,116,120
 7224 | 2012-04-19 07:00:00,2,0,1,2,16.4,20.455,82,8.9981,15,391,406
 7225 | 2012-04-19 08:00:00,2,0,1,2,17.22,21.21,82,7.0015,26,651,677
 7226 | 2012-04-19 09:00:00,2,0,1,2,18.86,22.725,72,0,31,270,301
 7227 | 2012-04-19 10:00:00,2,0,1,1,19.68,23.485,63,6.0032,46,143,189
 7228 | 2012-04-19 11:00:00,2,0,1,1,21.32,25,48,0,46,183,229
 7229 | 2012-04-19 12:00:00,2,0,1,1,22.14,25.76,49,0,51,213,264
 7230 | 2012-04-19 13:00:00,2,0,1,1,22.96,26.515,46,0,52,186,238
 7231 | 2012-04-19 14:00:00,2,0,1,1,23.78,27.275,43,0,54,183,237
 7232 | 2012-04-19 15:00:00,2,0,1,1,24.6,31.06,43,0,66,196,262
 7233 | 2012-04-19 16:00:00,2,0,1,1,25.42,31.06,41,7.0015,63,324,387
 7234 | 2012-04-19 17:00:00,2,0,1,1,24.6,31.06,43,6.0032,85,663,748
 7235 | 2012-04-19 18:00:00,2,0,1,1,24.6,31.06,43,6.0032,99,677,776
 7236 | 2012-04-19 19:00:00,2,0,1,1,23.78,27.275,46,8.9981,70,516,586
 7237 | 2012-04-19 20:00:00,2,0,1,1,22.96,26.515,49,15.0013,52,352,404
 7238 | 2012-04-19 21:00:00,2,0,1,1,21.32,25,55,7.0015,27,240,267
 7239 | 2012-04-19 22:00:00,2,0,1,1,21.32,25,59,12.998,29,219,248
 7240 | 2012-04-19 23:00:00,2,0,1,1,20.5,24.24,63,7.0015,20,124,144
 7241 | 2012-05-01 00:00:00,2,0,1,2,20.5,24.24,59,12.998,7,28,35
 7242 | 2012-05-01 01:00:00,2,0,1,2,20.5,24.24,63,8.9981,0,21,21
 7243 | 2012-05-01 02:00:00,2,0,1,2,20.5,24.24,72,6.0032,1,7,8
 7244 | 2012-05-01 03:00:00,2,0,1,2,20.5,24.24,77,0,1,2,3
 7245 | 2012-05-01 04:00:00,2,0,1,2,21.32,25,72,6.0032,1,7,8
 7246 | 2012-05-01 05:00:00,2,0,1,2,21.32,25,72,6.0032,0,17,17
 7247 | 2012-05-01 06:00:00,2,0,1,3,21.32,25,77,7.0015,2,24,26
 7248 | 2012-05-01 07:00:00,2,0,1,2,20.5,24.24,94,16.9979,8,161,169
 7249 | 2012-05-01 08:00:00,2,0,1,2,21.32,25,94,19.0012,19,538,557
 7250 | 2012-05-01 09:00:00,2,0,1,2,22.14,25.76,88,12.998,18,331,349
 7251 | 2012-05-01 10:00:00,2,0,1,1,25.42,29.545,78,16.9979,30,144,174
 7252 | 2012-05-01 11:00:00,2,0,1,2,27.06,31.06,65,19.0012,50,179,229
 7253 | 2012-05-01 12:00:00,2,0,1,2,28.7,32.575,58,15.0013,41,228,269
 7254 | 2012-05-01 13:00:00,2,0,1,2,29.52,33.335,51,15.0013,41,208,249
 7255 | 2012-05-01 14:00:00,2,0,1,2,30.34,33.335,48,16.9979,37,167,204
 7256 | 2012-05-01 15:00:00,2,0,1,2,30.34,33.335,45,15.0013,48,186,234
 7257 | 2012-05-01 16:00:00,2,0,1,1,30.34,33.335,45,12.998,41,313,354
 7258 | 2012-05-01 17:00:00,2,0,1,1,30.34,33.335,48,6.0032,65,616,681
 7259 | 2012-05-01 18:00:00,2,0,1,1,28.7,32.575,54,8.9981,81,662,743
 7260 | 2012-05-01 19:00:00,2,0,1,1,28.7,32.575,54,8.9981,58,429,487
 7261 | 2012-05-01 20:00:00,2,0,1,1,27.06,31.06,61,11.0014,36,299,335
 7262 | 2012-05-01 21:00:00,2,0,1,1,26.24,30.305,65,8.9981,31,251,282
 7263 | 2012-05-01 22:00:00,2,0,1,1,26.24,30.305,65,0,21,190,211
 7264 | 2012-05-01 23:00:00,2,0,1,1,24.6,28.79,78,0,16,79,95
 7265 | 2012-05-02 00:00:00,2,0,1,1,24.6,28.79,78,7.0015,4,43,47
 7266 | 2012-05-02 01:00:00,2,0,1,1,22.96,26.515,83,0,8,7,15
 7267 | 2012-05-02 02:00:00,2,0,1,1,22.96,26.515,83,0,7,9,16
 7268 | 2012-05-02 03:00:00,2,0,1,1,22.96,26.515,83,6.0032,0,6,6
 7269 | 2012-05-02 04:00:00,2,0,1,1,22.14,25.76,88,0,2,2,4
 7270 | 2012-05-02 05:00:00,2,0,1,1,22.14,25.76,90,8.9981,2,31,33
 7271 | 2012-05-02 06:00:00,2,0,1,3,22.96,26.515,84,0,3,117,120
 7272 | 2012-05-02 07:00:00,2,0,1,2,22.14,25.76,88,12.998,14,344,358
 7273 | 2012-05-02 08:00:00,2,0,1,2,22.96,26.515,88,0,26,640,666
 7274 | 2012-05-02 09:00:00,2,0,1,2,22.96,26.515,88,0,26,289,315
 7275 | 2012-05-02 10:00:00,2,0,1,2,23.78,27.275,83,7.0015,28,147,175
 7276 | 2012-05-02 11:00:00,2,0,1,2,23.78,27.275,81,8.9981,39,145,184
 7277 | 2012-05-02 12:00:00,2,0,1,2,23.78,27.275,83,15.0013,35,210,245
 7278 | 2012-05-02 13:00:00,2,0,1,2,23.78,27.275,78,12.998,49,179,228
 7279 | 2012-05-02 14:00:00,2,0,1,1,25.42,30.305,69,6.0032,51,189,240
 7280 | 2012-05-02 15:00:00,2,0,1,1,26.24,30.305,65,12.998,52,204,256
 7281 | 2012-05-02 16:00:00,2,0,1,1,26.24,30.305,65,11.0014,54,313,367
 7282 | 2012-05-02 17:00:00,2,0,1,1,24.6,29.545,73,16.9979,70,659,729
 7283 | 2012-05-02 18:00:00,2,0,1,1,22.96,26.515,73,15.0013,43,770,813
 7284 | 2012-05-02 19:00:00,2,0,1,1,22.14,25.76,77,16.9979,43,461,504
 7285 | 2012-05-02 20:00:00,2,0,1,1,21.32,25,77,16.9979,42,296,338
 7286 | 2012-05-02 21:00:00,2,0,1,1,21.32,25,77,15.0013,21,218,239
 7287 | 2012-05-02 22:00:00,2,0,1,1,20.5,24.24,82,15.0013,27,146,173
 7288 | 2012-05-02 23:00:00,2,0,1,2,20.5,24.24,77,16.9979,21,77,98
 7289 | 2012-05-03 00:00:00,2,0,1,2,19.68,23.485,82,15.0013,15,75,90
 7290 | 2012-05-03 01:00:00,2,0,1,2,18.86,22.725,88,7.0015,9,15,24
 7291 | 2012-05-03 02:00:00,2,0,1,2,18.86,22.725,88,8.9981,4,13,17
 7292 | 2012-05-03 03:00:00,2,0,1,2,18.86,22.725,88,0,2,4,6
 7293 | 2012-05-03 04:00:00,2,0,1,2,18.86,22.725,88,16.9979,0,2,2
 7294 | 2012-05-03 05:00:00,2,0,1,2,18.86,22.725,88,16.9979,1,20,21
 7295 | 2012-05-03 06:00:00,2,0,1,2,18.86,22.725,88,11.0014,8,128,136
 7296 | 2012-05-03 07:00:00,2,0,1,3,18.04,21.97,94,7.0015,8,376,384
 7297 | 2012-05-03 08:00:00,2,0,1,3,18.86,22.725,88,12.998,19,608,627
 7298 | 2012-05-03 09:00:00,2,0,1,2,19.68,23.485,88,7.0015,25,279,304
 7299 | 2012-05-03 10:00:00,2,0,1,2,21.32,25,77,0,36,132,168
 7300 | 2012-05-03 11:00:00,2,0,1,1,22.14,25.76,77,0,34,167,201
 7301 | 2012-05-03 12:00:00,2,0,1,1,22.96,26.515,73,8.9981,64,237,301
 7302 | 2012-05-03 13:00:00,2,0,1,1,24.6,29.545,69,12.998,48,217,265
 7303 | 2012-05-03 14:00:00,2,0,1,1,26.24,30.305,65,12.998,33,171,204
 7304 | 2012-05-03 15:00:00,2,0,1,1,27.06,31.06,61,12.998,63,220,283
 7305 | 2012-05-03 16:00:00,2,0,1,1,27.88,31.82,57,11.0014,45,325,370
 7306 | 2012-05-03 17:00:00,2,0,1,1,29.52,33.335,54,8.9981,87,617,704
 7307 | 2012-05-03 18:00:00,2,0,1,1,29.52,33.335,58,8.9981,64,642,706
 7308 | 2012-05-03 19:00:00,2,0,1,1,28.7,32.575,61,12.998,55,467,522
 7309 | 2012-05-03 20:00:00,2,0,1,1,26.24,30.305,73,12.998,52,368,420
 7310 | 2012-05-03 21:00:00,2,0,1,1,25.42,29.545,78,8.9981,42,257,299
 7311 | 2012-05-03 22:00:00,2,0,1,1,25.42,29.545,78,0,29,217,246
 7312 | 2012-05-03 23:00:00,2,0,1,1,24.6,28.03,83,0,21,100,121
 7313 | 2012-05-04 00:00:00,2,0,1,1,24.6,28.79,78,22.0028,19,70,89
 7314 | 2012-05-04 01:00:00,2,0,1,1,24.6,28.79,78,7.0015,15,33,48
 7315 | 2012-05-04 02:00:00,2,0,1,1,23.78,27.275,83,8.9981,0,11,11
 7316 | 2012-05-04 03:00:00,2,0,1,1,22.96,26.515,88,15.0013,0,14,14
 7317 | 2012-05-04 04:00:00,2,0,1,1,22.96,26.515,88,12.998,0,4,4
 7318 | 2012-05-04 05:00:00,2,0,1,1,22.96,26.515,88,12.998,0,24,24
 7319 | 2012-05-04 06:00:00,2,0,1,1,22.14,25.76,94,7.0015,8,127,135
 7320 | 2012-05-04 07:00:00,2,0,1,1,22.96,26.515,88,0,9,347,356
 7321 | 2012-05-04 08:00:00,2,0,1,1,22.96,26.515,88,0,34,584,618
 7322 | 2012-05-04 09:00:00,2,0,1,1,24.6,28.79,78,0,32,262,294
 7323 | 2012-05-04 10:00:00,2,0,1,2,25.42,29.545,73,8.9981,45,154,199
 7324 | 2012-05-04 11:00:00,2,0,1,2,28.7,32.575,61,0,77,181,258
 7325 | 2012-05-04 12:00:00,2,0,1,3,25.42,29.545,78,23.9994,46,125,171
 7326 | 2012-05-04 13:00:00,2,0,1,2,26.24,30.305,73,0,71,207,278
 7327 | 2012-05-04 14:00:00,2,0,1,2,27.06,31.06,74,19.0012,83,159,242
 7328 | 2012-05-04 15:00:00,2,0,1,2,29.52,34.09,62,7.0015,103,240,343
 7329 | 2012-05-04 16:00:00,2,0,1,1,31.16,34.09,48,11.0014,82,358,440
 7330 | 2012-05-04 17:00:00,2,0,1,1,28.7,32.575,54,31.0009,96,547,643
 7331 | 2012-05-04 18:00:00,2,0,1,1,28.7,32.575,54,31.0009,77,564,641
 7332 | 2012-05-04 19:00:00,2,0,1,1,28.7,32.575,51,8.9981,64,388,452
 7333 | 2012-05-04 20:00:00,2,0,1,1,27.88,31.82,51,7.0015,58,255,313
 7334 | 2012-05-04 21:00:00,2,0,1,1,26.24,30.305,69,12.998,49,186,235
 7335 | 2012-05-04 22:00:00,2,0,1,1,24.6,28.03,83,8.9981,50,182,232
 7336 | 2012-05-04 23:00:00,2,0,1,1,24.6,28.03,83,6.0032,51,205,256
 7337 | 2012-05-05 00:00:00,2,0,0,1,24.6,28.03,83,0,42,111,153
 7338 | 2012-05-05 01:00:00,2,0,0,1,24.6,28.03,83,0,28,79,107
 7339 | 2012-05-05 02:00:00,2,0,0,1,23.78,27.275,88,0,24,51,75
 7340 | 2012-05-05 03:00:00,2,0,0,1,23.78,27.275,83,0,11,21,32
 7341 | 2012-05-05 04:00:00,2,0,0,1,22.96,26.515,88,7.0015,0,9,9
 7342 | 2012-05-05 05:00:00,2,0,0,1,22.96,26.515,88,6.0032,8,14,22
 7343 | 2012-05-05 06:00:00,2,0,0,2,22.14,25.76,94,0,9,33,42
 7344 | 2012-05-05 07:00:00,2,0,0,1,22.96,26.515,88,0,8,79,87
 7345 | 2012-05-05 08:00:00,2,0,0,1,23.78,27.275,83,6.0032,42,155,197
 7346 | 2012-05-05 09:00:00,2,0,0,1,25.42,29.545,78,7.0015,61,223,284
 7347 | 2012-05-05 10:00:00,2,0,0,1,27.06,31.06,65,8.9981,148,284,432
 7348 | 2012-05-05 11:00:00,2,0,0,1,28.7,32.575,58,6.0032,221,354,575
 7349 | 2012-05-05 12:00:00,2,0,0,1,29.52,33.335,58,7.0015,220,330,550
 7350 | 2012-05-05 13:00:00,2,0,0,1,30.34,34.09,55,8.9981,217,307,524
 7351 | 2012-05-05 14:00:00,2,0,0,3,28.7,32.575,61,19.9995,187,241,428
 7352 | 2012-05-05 15:00:00,2,0,0,3,27.06,31.06,74,12.998,241,300,541
 7353 | 2012-05-05 16:00:00,2,0,0,2,27.88,31.82,65,26.0027,230,310,540
 7354 | 2012-05-05 17:00:00,2,0,0,2,27.88,31.82,65,19.9995,204,298,502
 7355 | 2012-05-05 18:00:00,2,0,0,2,27.06,31.06,69,23.9994,156,278,434
 7356 | 2012-05-05 19:00:00,2,0,0,2,25.42,29.545,73,22.0028,151,254,405
 7357 | 2012-05-05 20:00:00,2,0,0,1,24.6,28.79,78,16.9979,100,209,309
 7358 | 2012-05-05 21:00:00,2,0,0,2,23.78,27.275,78,15.0013,86,183,269
 7359 | 2012-05-05 22:00:00,2,0,0,2,23.78,27.275,78,12.998,67,150,217
 7360 | 2012-05-05 23:00:00,2,0,0,2,22.96,26.515,83,19.0012,35,114,149
 7361 | 2012-05-06 00:00:00,2,0,0,2,22.96,26.515,83,8.9981,23,111,134
 7362 | 2012-05-06 01:00:00,2,0,0,2,22.14,25.76,83,15.0013,37,84,121
 7363 | 2012-05-06 02:00:00,2,0,0,2,22.14,25.76,83,19.0012,29,64,93
 7364 | 2012-05-06 03:00:00,2,0,0,2,22.14,25.76,83,12.998,9,19,28
 7365 | 2012-05-06 04:00:00,2,0,0,3,21.32,25,83,11.0014,9,7,16
 7366 | 2012-05-06 05:00:00,2,0,0,3,21.32,25,83,11.0014,1,10,11
 7367 | 2012-05-06 06:00:00,2,0,0,3,21.32,25,83,15.0013,3,14,17
 7368 | 2012-05-06 07:00:00,2,0,0,3,21.32,25,83,11.0014,5,31,36
 7369 | 2012-05-06 08:00:00,2,0,0,2,20.5,24.24,88,8.9981,23,91,114
 7370 | 2012-05-06 09:00:00,2,0,0,2,21.32,25,83,11.0014,63,128,191
 7371 | 2012-05-06 10:00:00,2,0,0,2,22.14,25.76,77,7.0015,112,221,333
 7372 | 2012-05-06 11:00:00,2,0,0,1,22.96,26.515,73,7.0015,144,270,414
 7373 | 2012-05-06 12:00:00,2,0,0,2,24.6,30.305,64,6.0032,207,351,558
 7374 | 2012-05-06 13:00:00,2,0,0,2,24.6,30.305,64,0,197,368,565
 7375 | 2012-05-06 14:00:00,2,0,0,2,24.6,30.305,64,7.0015,226,292,518
 7376 | 2012-05-06 15:00:00,2,0,0,2,25.42,30.305,61,7.0015,229,342,571
 7377 | 2012-05-06 16:00:00,2,0,0,2,25.42,30.305,61,0,181,363,544
 7378 | 2012-05-06 17:00:00,2,0,0,2,25.42,30.305,65,8.9981,195,316,511
 7379 | 2012-05-06 18:00:00,2,0,0,2,25.42,30.305,61,12.998,131,332,463
 7380 | 2012-05-06 19:00:00,2,0,0,2,24.6,30.305,64,11.0014,117,266,383
 7381 | 2012-05-06 20:00:00,2,0,0,1,24.6,30.305,64,12.998,73,203,276
 7382 | 2012-05-06 21:00:00,2,0,0,1,22.96,26.515,73,12.998,55,148,203
 7383 | 2012-05-06 22:00:00,2,0,0,1,22.96,26.515,73,11.0014,44,113,157
 7384 | 2012-05-06 23:00:00,2,0,0,1,21.32,25,77,12.998,22,80,102
 7385 | 2012-05-07 00:00:00,2,0,1,2,21.32,25,77,8.9981,13,21,34
 7386 | 2012-05-07 01:00:00,2,0,1,2,21.32,25,77,12.998,1,8,9
 7387 | 2012-05-07 02:00:00,2,0,1,1,20.5,24.24,77,12.998,1,5,6
 7388 | 2012-05-07 03:00:00,2,0,1,1,20.5,24.24,77,12.998,2,3,5
 7389 | 2012-05-07 04:00:00,2,0,1,2,18.86,22.725,88,8.9981,0,2,2
 7390 | 2012-05-07 05:00:00,2,0,1,1,18.86,22.725,88,7.0015,2,21,23
 7391 | 2012-05-07 06:00:00,2,0,1,1,18.86,22.725,88,7.0015,8,134,142
 7392 | 2012-05-07 07:00:00,2,0,1,2,19.68,23.485,82,7.0015,18,367,385
 7393 | 2012-05-07 08:00:00,2,0,1,2,20.5,24.24,82,12.998,31,608,639
 7394 | 2012-05-07 09:00:00,2,0,1,2,20.5,24.24,82,15.0013,61,289,350
 7395 | 2012-05-07 10:00:00,2,0,1,2,21.32,25,77,12.998,62,128,190
 7396 | 2012-05-07 11:00:00,2,0,1,2,22.14,25.76,73,12.998,64,149,213
 7397 | 2012-05-07 12:00:00,2,0,1,2,22.96,26.515,68,15.0013,74,189,263
 7398 | 2012-05-07 13:00:00,2,0,1,2,24.6,31.06,53,22.0028,75,197,272
 7399 | 2012-05-07 14:00:00,2,0,1,2,25.42,31.06,50,23.9994,59,180,239
 7400 | 2012-05-07 15:00:00,2,0,1,2,25.42,31.06,53,19.9995,76,186,262
 7401 | 2012-05-07 16:00:00,2,0,1,2,24.6,31.06,53,26.0027,68,320,388
 7402 | 2012-05-07 17:00:00,2,0,1,2,24.6,31.06,53,22.0028,102,667,769
 7403 | 2012-05-07 18:00:00,2,0,1,2,24.6,31.06,53,23.9994,78,602,680
 7404 | 2012-05-07 19:00:00,2,0,1,1,23.78,27.275,56,22.0028,83,463,546
 7405 | 2012-05-07 20:00:00,2,0,1,1,22.14,25.76,52,19.0012,46,277,323
 7406 | 2012-05-07 21:00:00,2,0,1,2,22.14,25.76,45,15.0013,37,210,247
 7407 | 2012-05-07 22:00:00,2,0,1,2,22.14,25.76,45,16.9979,26,147,173
 7408 | 2012-05-07 23:00:00,2,0,1,2,22.14,25.76,45,12.998,21,92,113
 7409 | 2012-05-08 00:00:00,2,0,1,2,21.32,25,52,16.9979,10,28,38
 7410 | 2012-05-08 01:00:00,2,0,1,2,21.32,25,59,15.0013,6,3,9
 7411 | 2012-05-08 02:00:00,2,0,1,2,21.32,25,63,19.9995,9,7,16
 7412 | 2012-05-08 03:00:00,2,0,1,2,21.32,25,68,19.0012,2,4,6
 7413 | 2012-05-08 04:00:00,2,0,1,2,21.32,25,68,22.0028,0,5,5
 7414 | 2012-05-08 05:00:00,2,0,1,2,21.32,25,72,19.0012,0,20,20
 7415 | 2012-05-08 06:00:00,2,0,1,1,20.5,24.24,77,19.9995,7,158,165
 7416 | 2012-05-08 07:00:00,2,0,1,1,21.32,25,72,19.0012,21,442,463
 7417 | 2012-05-08 08:00:00,2,0,1,2,22.14,25.76,73,19.9995,36,605,641
 7418 | 2012-05-08 09:00:00,2,0,1,2,22.96,26.515,68,23.9994,37,258,295
 7419 | 2012-05-08 10:00:00,2,0,1,2,23.78,27.275,68,27.9993,46,111,157
 7420 | 2012-05-08 11:00:00,2,0,1,2,24.6,30.305,64,26.0027,60,157,217
 7421 | 2012-05-08 12:00:00,2,0,1,2,25.42,30.305,65,22.0028,60,203,263
 7422 | 2012-05-08 13:00:00,2,0,1,3,26.24,30.305,65,16.9979,53,166,219
 7423 | 2012-05-08 14:00:00,2,0,1,3,25.42,30.305,69,22.0028,8,63,71
 7424 | 2012-05-08 15:00:00,2,0,1,3,25.42,29.545,73,16.9979,40,94,134
 7425 | 2012-05-08 16:00:00,2,0,1,3,26.24,30.305,73,15.0013,54,335,389
 7426 | 2012-05-08 17:00:00,2,0,1,2,26.24,30.305,69,19.0012,77,640,717
 7427 | 2012-05-08 18:00:00,2,0,1,2,26.24,30.305,69,19.0012,69,641,710
 7428 | 2012-05-08 19:00:00,2,0,1,2,26.24,30.305,69,19.0012,59,399,458
 7429 | 2012-05-08 20:00:00,2,0,1,2,26.24,30.305,69,19.0012,40,262,302
 7430 | 2012-05-08 21:00:00,2,0,1,2,26.24,30.305,65,19.0012,21,202,223
 7431 | 2012-05-08 22:00:00,2,0,1,3,24.6,28.79,78,16.9979,13,134,147
 7432 | 2012-05-08 23:00:00,2,0,1,3,24.6,28.79,78,22.0028,10,53,63
 7433 | 2012-05-09 00:00:00,2,0,1,2,23.78,27.275,83,12.998,8,27,35
 7434 | 2012-05-09 01:00:00,2,0,1,2,24.6,28.79,78,16.9979,3,11,14
 7435 | 2012-05-09 02:00:00,2,0,1,3,22.96,26.515,88,30.0026,0,1,1
 7436 | 2012-05-09 03:00:00,2,0,1,3,22.96,26.515,88,11.0014,0,2,2
 7437 | 2012-05-09 04:00:00,2,0,1,3,22.96,26.515,88,15.0013,0,5,5
 7438 | 2012-05-09 05:00:00,2,0,1,2,22.96,26.515,88,8.9981,1,27,28
 7439 | 2012-05-09 06:00:00,2,0,1,2,22.96,26.515,88,7.0015,5,121,126
 7440 | 2012-05-09 07:00:00,2,0,1,2,22.96,26.515,94,12.998,17,401,418
 7441 | 2012-05-09 08:00:00,2,0,1,2,24.6,28.03,83,8.9981,28,594,622
 7442 | 2012-05-09 09:00:00,2,0,1,2,24.6,28.03,83,0,40,285,325
 7443 | 2012-05-09 10:00:00,2,0,1,2,25.42,30.305,65,16.9979,40,113,153
 7444 | 2012-05-09 11:00:00,2,0,1,2,25.42,31.06,59,19.9995,45,156,201
 7445 | 2012-05-09 12:00:00,2,0,1,2,25.42,31.06,57,15.0013,58,222,280
 7446 | 2012-05-09 13:00:00,2,0,1,2,26.24,31.06,53,16.9979,50,216,266
 7447 | 2012-05-09 14:00:00,2,0,1,2,26.24,31.06,53,16.9979,68,175,243
 7448 | 2012-05-09 15:00:00,2,0,1,2,26.24,31.06,53,7.0015,68,191,259
 7449 | 2012-05-09 16:00:00,2,0,1,2,27.06,31.06,50,12.998,68,289,357
 7450 | 2012-05-09 17:00:00,2,0,1,2,26.24,31.06,53,8.9981,76,629,705
 7451 | 2012-05-09 18:00:00,2,0,1,3,21.32,25,77,39.0007,23,349,372
 7452 | 2012-05-09 19:00:00,2,0,1,3,20.5,24.24,77,23.9994,2,96,98
 7453 | 2012-05-09 20:00:00,2,0,1,3,20.5,24.24,82,15.0013,3,48,51
 7454 | 2012-05-09 21:00:00,2,0,1,3,20.5,24.24,82,11.0014,4,30,34
 7455 | 2012-05-09 22:00:00,2,0,1,3,19.68,23.485,82,7.0015,5,62,67
 7456 | 2012-05-09 23:00:00,2,0,1,3,19.68,23.485,82,12.998,8,47,55
 7457 | 2012-05-10 00:00:00,2,0,1,3,20.5,24.24,77,11.0014,2,31,33
 7458 | 2012-05-10 01:00:00,2,0,1,2,19.68,23.485,88,8.9981,2,9,11
 7459 | 2012-05-10 02:00:00,2,0,1,2,19.68,23.485,88,7.0015,0,3,3
 7460 | 2012-05-10 03:00:00,2,0,1,1,18.86,22.725,88,15.0013,0,3,3
 7461 | 2012-05-10 04:00:00,2,0,1,1,18.86,22.725,77,12.998,0,2,2
 7462 | 2012-05-10 05:00:00,2,0,1,1,18.86,22.725,72,19.9995,1,23,24
 7463 | 2012-05-10 06:00:00,2,0,1,1,18.04,21.97,72,15.0013,9,130,139
 7464 | 2012-05-10 07:00:00,2,0,1,1,18.04,21.97,72,19.9995,8,393,401
 7465 | 2012-05-10 08:00:00,2,0,1,1,18.86,22.725,67,23.9994,27,603,630
 7466 | 2012-05-10 09:00:00,2,0,1,1,20.5,24.24,59,31.0009,62,299,361
 7467 | 2012-05-10 10:00:00,2,0,1,1,20.5,24.24,51,27.9993,42,112,154
 7468 | 2012-05-10 11:00:00,2,0,1,1,21.32,25,48,35.0008,77,179,256
 7469 | 2012-05-10 12:00:00,2,0,1,1,21.32,25,48,27.9993,65,207,272
 7470 | 2012-05-10 13:00:00,2,0,1,1,22.14,25.76,39,30.0026,90,228,318
 7471 | 2012-05-10 14:00:00,2,0,1,1,22.96,26.515,37,27.9993,61,186,247
 7472 | 2012-05-10 15:00:00,2,0,1,1,22.14,25.76,37,26.0027,79,192,271
 7473 | 2012-05-10 16:00:00,2,0,1,1,23.78,27.275,30,31.0009,87,334,421
 7474 | 2012-05-10 17:00:00,2,0,1,1,24.6,31.06,31,26.0027,84,648,732
 7475 | 2012-05-10 18:00:00,2,0,1,1,22.96,26.515,35,35.0008,109,661,770
 7476 | 2012-05-10 19:00:00,2,0,1,1,22.14,25.76,37,23.9994,84,469,553
 7477 | 2012-05-10 20:00:00,2,0,1,1,21.32,25,40,22.0028,59,315,374
 7478 | 2012-05-10 21:00:00,2,0,1,1,20.5,24.24,42,12.998,19,211,230
 7479 | 2012-05-10 22:00:00,2,0,1,1,20.5,24.24,42,7.0015,36,196,232
 7480 | 2012-05-10 23:00:00,2,0,1,1,19.68,23.485,48,7.0015,23,112,135
 7481 | 2012-05-11 00:00:00,2,0,1,1,18.86,22.725,55,7.0015,17,47,64
 7482 | 2012-05-11 01:00:00,2,0,1,1,18.86,22.725,51,8.9981,14,32,46
 7483 | 2012-05-11 02:00:00,2,0,1,1,18.86,22.725,44,11.0014,15,16,31
 7484 | 2012-05-11 03:00:00,2,0,1,1,18.86,22.725,41,19.0012,5,8,13
 7485 | 2012-05-11 04:00:00,2,0,1,1,17.22,21.21,50,12.998,3,6,9
 7486 | 2012-05-11 05:00:00,2,0,1,1,17.22,21.21,47,11.0014,3,23,26
 7487 | 2012-05-11 06:00:00,2,0,1,1,17.22,21.21,50,16.9979,7,128,135
 7488 | 2012-05-11 07:00:00,2,0,1,1,17.22,21.21,50,16.9979,6,345,351
 7489 | 2012-05-11 08:00:00,2,0,1,1,18.86,22.725,44,16.9979,41,579,620
 7490 | 2012-05-11 09:00:00,2,0,1,1,19.68,23.485,41,19.9995,34,288,322
 7491 | 2012-05-11 10:00:00,2,0,1,1,21.32,25,36,22.0028,69,141,210
 7492 | 2012-05-11 11:00:00,2,0,1,1,22.96,26.515,35,16.9979,88,203,291
 7493 | 2012-05-11 12:00:00,2,0,1,1,22.96,26.515,28,27.9993,89,259,348
 7494 | 2012-05-11 13:00:00,2,0,1,1,24.6,30.305,26,26.0027,100,263,363
 7495 | 2012-05-11 14:00:00,2,0,1,1,25.42,30.305,23,15.0013,116,218,334
 7496 | 2012-05-11 15:00:00,2,0,1,1,25.42,30.305,25,12.998,140,299,439
 7497 | 2012-05-11 16:00:00,2,0,1,1,25.42,30.305,25,22.0028,128,397,525
 7498 | 2012-05-11 17:00:00,2,0,1,1,26.24,30.305,23,16.9979,102,677,779
 7499 | 2012-05-11 18:00:00,2,0,1,1,26.24,30.305,23,19.0012,78,518,596
 7500 | 2012-05-11 19:00:00,2,0,1,1,26.24,30.305,23,16.9979,73,430,503
 7501 | 2012-05-11 20:00:00,2,0,1,1,25.42,30.305,25,8.9981,64,277,341
 7502 | 2012-05-11 21:00:00,2,0,1,1,24.6,30.305,28,7.0015,45,225,270
 7503 | 2012-05-11 22:00:00,2,0,1,1,22.96,26.515,35,15.0013,44,190,234
 7504 | 2012-05-11 23:00:00,2,0,1,1,22.14,25.76,37,12.998,38,142,180
 7505 | 2012-05-12 00:00:00,2,0,0,1,21.32,25,42,11.0014,25,111,136
 7506 | 2012-05-12 01:00:00,2,0,0,1,20.5,24.24,48,0,14,79,93
 7507 | 2012-05-12 02:00:00,2,0,0,1,18.86,22.725,59,8.9981,10,46,56
 7508 | 2012-05-12 03:00:00,2,0,0,1,19.68,23.485,59,0,14,20,34
 7509 | 2012-05-12 04:00:00,2,0,0,1,18.04,21.97,67,7.0015,3,6,9
 7510 | 2012-05-12 05:00:00,2,0,0,1,17.22,21.21,67,8.9981,5,8,13
 7511 | 2012-05-12 06:00:00,2,0,0,1,17.22,21.21,67,6.0032,10,23,33
 7512 | 2012-05-12 07:00:00,2,0,0,1,17.22,21.21,71,8.9981,10,57,67
 7513 | 2012-05-12 08:00:00,2,0,0,1,21.32,25,48,0,22,156,178
 7514 | 2012-05-12 09:00:00,2,0,0,1,22.14,25.76,49,0,87,248,335
 7515 | 2012-05-12 10:00:00,2,0,0,1,22.96,26.515,49,6.0032,132,279,411
 7516 | 2012-05-12 11:00:00,2,0,0,1,25.42,31.06,41,6.0032,157,365,522
 7517 | 2012-05-12 12:00:00,2,0,0,1,26.24,31.06,36,11.0014,206,353,559
 7518 | 2012-05-12 13:00:00,2,0,0,1,26.24,31.06,36,12.998,293,366,659
 7519 | 2012-05-12 14:00:00,2,0,0,1,27.06,31.06,36,12.998,257,358,615
 7520 | 2012-05-12 15:00:00,2,0,0,1,27.88,31.06,24,12.998,269,321,590
 7521 | 2012-05-12 16:00:00,2,0,0,2,28.7,31.82,21,12.998,254,337,591
 7522 | 2012-05-12 17:00:00,2,0,0,2,27.06,31.06,36,12.998,233,343,576
 7523 | 2012-05-12 18:00:00,2,0,0,2,27.06,31.06,31,12.998,164,382,546
 7524 | 2012-05-12 19:00:00,2,0,0,2,26.24,31.06,36,11.0014,166,273,439
 7525 | 2012-05-12 20:00:00,2,0,0,1,25.42,31.06,46,11.0014,113,174,287
 7526 | 2012-05-12 21:00:00,2,0,0,2,24.6,30.305,60,8.9981,74,156,230
 7527 | 2012-05-12 22:00:00,2,0,0,1,22.96,26.515,68,8.9981,62,212,274
 7528 | 2012-05-12 23:00:00,2,0,0,1,23.78,27.275,56,6.0032,42,134,176
 7529 | 2012-05-13 00:00:00,2,0,0,1,22.96,26.515,64,11.0014,19,79,98
 7530 | 2012-05-13 01:00:00,2,0,0,2,22.14,25.76,68,8.9981,22,72,94
 7531 | 2012-05-13 02:00:00,2,0,0,2,22.14,25.76,68,11.0014,22,60,82
 7532 | 2012-05-13 03:00:00,2,0,0,2,22.14,25.76,64,8.9981,2,26,28
 7533 | 2012-05-13 04:00:00,2,0,0,2,22.14,25.76,68,12.998,2,7,9
 7534 | 2012-05-13 05:00:00,2,0,0,1,21.32,25,72,12.998,4,8,12
 7535 | 2012-05-13 06:00:00,2,0,0,1,21.32,25,68,11.0014,6,15,21
 7536 | 2012-05-13 07:00:00,2,0,0,1,21.32,25,68,11.0014,18,42,60
 7537 | 2012-05-13 08:00:00,2,0,0,1,22.96,26.515,64,11.0014,32,124,156
 7538 | 2012-05-13 09:00:00,2,0,0,1,24.6,31.06,56,8.9981,79,143,222
 7539 | 2012-05-13 10:00:00,2,0,0,1,24.6,30.305,60,16.9979,128,222,350
 7540 | 2012-05-13 11:00:00,2,0,0,1,25.42,31.06,57,16.9979,150,278,428
 7541 | 2012-05-13 12:00:00,2,0,0,1,26.24,31.06,57,15.0013,189,342,531
 7542 | 2012-05-13 13:00:00,2,0,0,1,27.88,31.82,54,16.9979,255,347,602
 7543 | 2012-05-13 14:00:00,2,0,0,1,28.7,32.575,48,8.9981,228,324,552
 7544 | 2012-05-13 15:00:00,2,0,0,1,29.52,32.575,45,23.9994,190,309,499
 7545 | 2012-05-13 16:00:00,2,0,0,1,29.52,32.575,42,16.9979,225,339,564
 7546 | 2012-05-13 17:00:00,2,0,0,1,28.7,31.82,45,27.9993,191,287,478
 7547 | 2012-05-13 18:00:00,2,0,0,2,27.88,31.82,44,23.9994,129,260,389
 7548 | 2012-05-13 19:00:00,2,0,0,2,27.06,31.06,50,27.9993,107,232,339
 7549 | 2012-05-13 20:00:00,2,0,0,2,27.06,31.06,50,19.0012,67,163,230
 7550 | 2012-05-13 21:00:00,2,0,0,2,26.24,31.06,53,12.998,48,121,169
 7551 | 2012-05-13 22:00:00,2,0,0,2,25.42,30.305,61,11.0014,42,89,131
 7552 | 2012-05-13 23:00:00,2,0,0,2,25.42,31.06,57,15.0013,17,57,74
 7553 | 2012-05-14 00:00:00,2,0,1,2,24.6,31.06,56,16.9979,21,14,35
 7554 | 2012-05-14 01:00:00,2,0,1,2,24.6,30.305,60,19.0012,5,6,11
 7555 | 2012-05-14 02:00:00,2,0,1,1,24.6,30.305,60,19.9995,1,1,2
 7556 | 2012-05-14 03:00:00,2,0,1,2,23.78,27.275,68,22.0028,0,2,2
 7557 | 2012-05-14 04:00:00,2,0,1,2,22.14,25.76,77,15.0013,3,3,6
 7558 | 2012-05-14 05:00:00,2,0,1,2,22.14,25.76,77,11.0014,1,25,26
 7559 | 2012-05-14 06:00:00,2,0,1,3,21.32,25,94,19.9995,3,62,65
 7560 | 2012-05-14 07:00:00,2,0,1,3,21.32,25,94,12.998,3,72,75
 7561 | 2012-05-14 08:00:00,2,0,1,3,22.14,25.76,88,15.0013,1,155,156
 7562 | 2012-05-14 09:00:00,2,0,1,3,22.14,25.76,88,19.0012,5,105,110
 7563 | 2012-05-14 10:00:00,2,0,1,3,22.14,25.76,88,16.9979,6,53,59
 7564 | 2012-05-14 11:00:00,2,0,1,2,22.96,26.515,83,15.0013,12,67,79
 7565 | 2012-05-14 12:00:00,2,0,1,2,22.96,26.515,88,19.0012,53,132,185
 7566 | 2012-05-14 13:00:00,2,0,1,2,25.42,29.545,73,15.0013,33,143,176
 7567 | 2012-05-14 14:00:00,2,0,1,2,25.42,29.545,73,16.9979,43,128,171
 7568 | 2012-05-14 15:00:00,2,0,1,2,25.42,29.545,73,11.0014,40,156,196
 7569 | 2012-05-14 16:00:00,2,0,1,3,25.42,30.305,69,19.0012,20,91,111
 7570 | 2012-05-14 17:00:00,2,0,1,3,22.96,26.515,88,16.9979,25,204,229
 7571 | 2012-05-14 18:00:00,2,0,1,2,23.78,27.275,83,0,17,283,300
 7572 | 2012-05-14 19:00:00,2,0,1,3,23.78,27.275,88,8.9981,10,294,304
 7573 | 2012-05-14 20:00:00,2,0,1,2,23.78,27.275,88,12.998,11,178,189
 7574 | 2012-05-14 21:00:00,2,0,1,2,23.78,27.275,83,6.0032,7,145,152
 7575 | 2012-05-14 22:00:00,2,0,1,2,23.78,27.275,78,6.0032,11,118,129
 7576 | 2012-05-14 23:00:00,2,0,1,2,23.78,27.275,78,7.0015,11,64,75
 7577 | 2012-05-15 00:00:00,2,0,1,2,22.96,26.515,88,8.9981,7,25,32
 7578 | 2012-05-15 01:00:00,2,0,1,3,22.96,26.515,88,8.9981,5,14,19
 7579 | 2012-05-15 02:00:00,2,0,1,2,22.96,26.515,88,8.9981,1,3,4
 7580 | 2012-05-15 03:00:00,2,0,1,3,23.78,27.275,83,8.9981,1,5,6
 7581 | 2012-05-15 04:00:00,2,0,1,3,22.96,26.515,94,0,1,4,5
 7582 | 2012-05-15 05:00:00,2,0,1,3,22.96,26.515,94,15.0013,0,8,8
 7583 | 2012-05-15 06:00:00,2,0,1,3,22.96,26.515,94,15.0013,2,22,24
 7584 | 2012-05-15 07:00:00,2,0,1,3,22.96,26.515,94,8.9981,1,91,92
 7585 | 2012-05-15 08:00:00,2,0,1,2,23.78,27.275,88,6.0032,8,401,409
 7586 | 2012-05-15 09:00:00,2,0,1,2,23.78,27.275,88,6.0032,28,327,355
 7587 | 2012-05-15 10:00:00,2,0,1,1,25.42,29.545,78,7.0015,27,144,171
 7588 | 2012-05-15 11:00:00,2,0,1,1,26.24,29.545,78,12.998,38,186,224
 7589 | 2012-05-15 12:00:00,2,0,1,1,26.24,30.305,73,12.998,44,220,264
 7590 | 2012-05-15 13:00:00,2,0,1,3,26.24,30.305,73,12.998,35,204,239
 7591 | 2012-05-15 14:00:00,2,0,1,2,26.24,30.305,73,12.998,39,145,184
 7592 | 2012-05-15 15:00:00,2,0,1,2,28.7,32.575,61,6.0032,51,205,256
 7593 | 2012-05-15 16:00:00,2,0,1,1,27.88,31.82,65,11.0014,74,300,374
 7594 | 2012-05-15 17:00:00,2,0,1,1,27.88,31.82,65,7.0015,75,603,678
 7595 | 2012-05-15 18:00:00,2,0,1,1,28.7,32.575,61,6.0032,68,665,733
 7596 | 2012-05-15 19:00:00,2,0,1,1,27.06,31.06,69,11.0014,57,455,512
 7597 | 2012-05-15 20:00:00,2,0,1,3,26.24,30.305,73,8.9981,30,233,263
 7598 | 2012-05-15 21:00:00,2,0,1,3,26.24,30.305,73,19.0012,11,98,109
 7599 | 2012-05-15 22:00:00,2,0,1,1,23.78,27.275,78,15.0013,9,74,83
 7600 | 2012-05-15 23:00:00,2,0,1,3,22.96,26.515,88,7.0015,13,58,71
 7601 | 2012-05-16 00:00:00,2,0,1,2,23.78,27.275,88,0,12,27,39
 7602 | 2012-05-16 01:00:00,2,0,1,2,23.78,27.275,88,8.9981,7,14,21
 7603 | 2012-05-16 02:00:00,2,0,1,1,22.96,26.515,94,12.998,5,14,19
 7604 | 2012-05-16 03:00:00,2,0,1,1,22.96,26.515,88,7.0015,1,5,6
 7605 | 2012-05-16 04:00:00,2,0,1,1,22.14,25.76,94,8.9981,1,3,4
 7606 | 2012-05-16 05:00:00,2,0,1,1,22.14,25.76,94,7.0015,4,34,38
 7607 | 2012-05-16 06:00:00,2,0,1,1,22.14,25.76,94,6.0032,8,150,158
 7608 | 2012-05-16 07:00:00,2,0,1,1,22.96,26.515,83,0,14,426,440
 7609 | 2012-05-16 08:00:00,2,0,1,1,23.78,27.275,83,0,33,617,650
 7610 | 2012-05-16 09:00:00,2,0,1,2,24.6,28.79,78,8.9981,33,314,347
 7611 | 2012-05-16 10:00:00,2,0,1,1,27.06,31.06,61,0,43,149,192
 7612 | 2012-05-16 11:00:00,2,0,1,1,28.7,32.575,54,8.9981,55,212,267
 7613 | 2012-05-16 12:00:00,2,0,1,1,28.7,32.575,54,12.998,59,271,330
 7614 | 2012-05-16 13:00:00,2,0,1,1,29.52,32.575,42,0,77,273,350
 7615 | 2012-05-16 14:00:00,2,0,1,1,29.52,32.575,42,6.0032,42,221,263
 7616 | 2012-05-16 15:00:00,2,0,1,2,29.52,33.335,48,7.0015,52,222,274
 7617 | 2012-05-16 16:00:00,2,0,1,1,29.52,32.575,45,7.0015,70,376,446
 7618 | 2012-05-16 17:00:00,2,0,1,1,29.52,33.335,51,12.998,104,769,873
 7619 | 2012-05-16 18:00:00,2,0,1,1,29.52,33.335,51,15.0013,97,749,846
 7620 | 2012-05-16 19:00:00,2,0,1,1,28.7,32.575,54,19.0012,91,499,590
 7621 | 2012-05-16 20:00:00,2,0,1,1,27.06,31.06,65,16.9979,61,398,459
 7622 | 2012-05-16 21:00:00,2,0,1,1,26.24,30.305,73,12.998,63,330,393
 7623 | 2012-05-16 22:00:00,2,0,1,1,26.24,30.305,73,11.0014,33,253,286
 7624 | 2012-05-16 23:00:00,2,0,1,1,25.42,29.545,78,7.0015,26,107,133
 7625 | 2012-05-17 00:00:00,2,0,1,1,24.6,28.79,78,8.9981,30,49,79
 7626 | 2012-05-17 01:00:00,2,0,1,1,24.6,28.03,83,11.0014,12,16,28
 7627 | 2012-05-17 02:00:00,2,0,1,1,24.6,28.79,78,11.0014,8,8,16
 7628 | 2012-05-17 03:00:00,2,0,1,1,24.6,29.545,73,16.9979,0,3,3
 7629 | 2012-05-17 04:00:00,2,0,1,1,24.6,30.305,64,22.0028,3,13,16
 7630 | 2012-05-17 05:00:00,2,0,1,1,22.96,26.515,68,22.0028,1,34,35
 7631 | 2012-05-17 06:00:00,2,0,1,1,22.14,25.76,73,23.9994,10,149,159
 7632 | 2012-05-17 07:00:00,2,0,1,1,22.14,25.76,73,26.0027,25,449,474
 7633 | 2012-05-17 08:00:00,2,0,1,1,21.32,25,55,30.0026,29,605,634
 7634 | 2012-05-17 09:00:00,2,0,1,1,22.14,25.76,52,27.9993,57,289,346
 7635 | 2012-05-17 10:00:00,2,0,1,1,22.96,26.515,52,16.9979,43,162,205
 7636 | 2012-05-17 11:00:00,2,0,1,1,23.78,27.275,49,15.0013,77,202,279
 7637 | 2012-05-17 12:00:00,2,0,1,1,24.6,31.06,43,12.998,72,276,348
 7638 | 2012-05-17 13:00:00,2,0,1,1,25.42,31.06,41,12.998,86,241,327
 7639 | 2012-05-17 14:00:00,2,0,1,1,26.24,31.06,38,12.998,68,202,270
 7640 | 2012-05-17 15:00:00,2,0,1,1,26.24,31.06,36,16.9979,83,233,316
 7641 | 2012-05-17 16:00:00,2,0,1,1,27.06,31.06,31,12.998,86,344,430
 7642 | 2012-05-17 17:00:00,2,0,1,1,27.06,31.06,31,8.9981,133,719,852
 7643 | 2012-05-17 18:00:00,2,0,1,1,27.06,31.06,27,11.0014,134,734,868
 7644 | 2012-05-17 19:00:00,2,0,1,1,26.24,31.06,31,12.998,86,451,537
 7645 | 2012-05-17 20:00:00,2,0,1,1,24.6,31.06,40,12.998,83,363,446
 7646 | 2012-05-17 21:00:00,2,0,1,1,23.78,27.275,40,7.0015,45,254,299
 7647 | 2012-05-17 22:00:00,2,0,1,1,22.96,26.515,43,6.0032,42,209,251
 7648 | 2012-05-17 23:00:00,2,0,1,1,22.14,25.76,49,8.9981,29,137,166
 7649 | 2012-05-18 00:00:00,2,0,1,1,21.32,25,59,7.0015,13,57,70
 7650 | 2012-05-18 01:00:00,2,0,1,1,20.5,24.24,59,6.0032,16,33,49
 7651 | 2012-05-18 02:00:00,2,0,1,1,19.68,23.485,67,8.9981,12,9,21
 7652 | 2012-05-18 03:00:00,2,0,1,1,18.86,22.725,72,6.0032,6,8,14
 7653 | 2012-05-18 04:00:00,2,0,1,1,18.86,22.725,77,11.0014,0,11,11
 7654 | 2012-05-18 05:00:00,2,0,1,1,18.86,22.725,77,7.0015,1,33,34
 7655 | 2012-05-18 06:00:00,2,0,1,1,18.04,21.97,77,8.9981,14,168,182
 7656 | 2012-05-18 07:00:00,2,0,1,1,18.86,22.725,82,7.0015,40,475,515
 7657 | 2012-05-18 08:00:00,2,0,1,1,21.32,25,59,8.9981,49,696,745
 7658 | 2012-05-18 09:00:00,2,0,1,1,22.96,26.515,56,7.0015,57,304,361
 7659 | 2012-05-18 10:00:00,2,0,1,1,24.6,31.06,46,8.9981,74,181,255
 7660 | 2012-05-18 11:00:00,2,0,1,1,25.42,31.06,43,0,109,225,334
 7661 | 2012-05-18 12:00:00,2,0,1,1,25.42,31.06,41,12.998,108,252,360
 7662 | 2012-05-18 13:00:00,2,0,1,1,26.24,31.06,36,11.0014,98,297,395
 7663 | 2012-05-18 14:00:00,2,0,1,1,27.06,31.06,34,8.9981,108,242,350
 7664 | 2012-05-18 15:00:00,2,0,1,1,27.06,31.06,36,12.998,131,260,391
 7665 | 2012-05-18 16:00:00,2,0,1,1,27.06,31.06,34,16.9979,151,417,568
 7666 | 2012-05-18 17:00:00,2,0,1,1,27.06,31.06,34,8.9981,124,688,812
 7667 | 2012-05-18 18:00:00,2,0,1,1,26.24,31.06,38,15.0013,99,570,669
 7668 | 2012-05-18 19:00:00,2,0,1,1,25.42,31.06,41,12.998,91,392,483
 7669 | 2012-05-18 20:00:00,2,0,1,1,25.42,31.06,41,11.0014,73,264,337
 7670 | 2012-05-18 21:00:00,2,0,1,1,24.6,31.06,40,0,49,209,258
 7671 | 2012-05-18 22:00:00,2,0,1,1,22.96,26.515,52,22.0028,57,194,251
 7672 | 2012-05-18 23:00:00,2,0,1,1,21.32,25,55,0,41,133,174
 7673 | 2012-05-19 00:00:00,2,0,0,1,21.32,25,48,7.0015,30,118,148
 7674 | 2012-05-19 01:00:00,2,0,0,1,20.5,24.24,48,0,20,84,104
 7675 | 2012-05-19 02:00:00,2,0,0,1,20.5,24.24,51,7.0015,13,56,69
 7676 | 2012-05-19 03:00:00,2,0,0,1,20.5,24.24,48,7.0015,10,23,33
 7677 | 2012-05-19 04:00:00,2,0,0,1,19.68,23.485,59,6.0032,6,8,14
 7678 | 2012-05-19 05:00:00,2,0,0,1,18.86,22.725,67,0,1,11,12
 7679 | 2012-05-19 06:00:00,2,0,0,1,18.04,21.97,72,6.0032,12,38,50
 7680 | 2012-05-19 07:00:00,2,0,0,1,18.86,22.725,67,7.0015,28,67,95
 7681 | 2012-05-19 08:00:00,2,0,0,1,21.32,25,52,11.0014,33,162,195
 7682 | 2012-05-19 09:00:00,2,0,0,1,22.96,26.515,43,11.0014,79,213,292
 7683 | 2012-05-19 10:00:00,2,0,0,1,22.96,26.515,43,0,177,275,452
 7684 | 2012-05-19 11:00:00,2,0,0,1,25.42,31.06,38,6.0032,235,351,586
 7685 | 2012-05-19 12:00:00,2,0,0,1,27.06,31.06,36,0,276,366,642
 7686 | 2012-05-19 13:00:00,2,0,0,1,28.7,31.82,37,8.9981,332,372,704
 7687 | 2012-05-19 14:00:00,2,0,0,1,29.52,32.575,30,6.0032,361,369,730
 7688 | 2012-05-19 15:00:00,2,0,0,1,29.52,32.575,30,7.0015,356,316,672
 7689 | 2012-05-19 16:00:00,2,0,0,1,30.34,32.575,30,7.0015,331,311,642
 7690 | 2012-05-19 17:00:00,2,0,0,1,30.34,32.575,30,6.0032,279,347,626
 7691 | 2012-05-19 18:00:00,2,0,0,1,30.34,32.575,33,6.0032,254,391,645
 7692 | 2012-05-19 19:00:00,2,0,0,1,28.7,31.82,39,8.9981,203,229,432
 7693 | 2012-05-19 20:00:00,2,0,0,1,27.88,31.82,41,6.0032,118,197,315
 7694 | 2012-05-19 21:00:00,2,0,0,1,26.24,31.06,50,0,81,178,259
 7695 | 2012-05-19 22:00:00,2,0,0,1,26.24,31.06,47,0,104,234,338
 7696 | 2012-05-19 23:00:00,2,0,0,1,24.6,31.06,56,11.0014,71,168,239
 7697 | 2012-06-01 00:00:00,2,0,1,1,27.06,31.06,50,16.9979,10,76,86
 7698 | 2012-06-01 01:00:00,2,0,1,1,26.24,31.06,53,15.0013,0,34,34
 7699 | 2012-06-01 02:00:00,2,0,1,1,26.24,31.06,57,15.0013,3,13,16
 7700 | 2012-06-01 03:00:00,2,0,1,2,25.42,29.545,73,6.0032,0,4,4
 7701 | 2012-06-01 04:00:00,2,0,1,2,25.42,29.545,73,6.0032,1,5,6
 7702 | 2012-06-01 05:00:00,2,0,1,2,25.42,29.545,78,6.0032,4,41,45
 7703 | 2012-06-01 06:00:00,2,0,1,3,25.42,28.03,88,8.9981,5,136,141
 7704 | 2012-06-01 07:00:00,2,0,1,2,26.24,28.79,89,12.998,33,369,402
 7705 | 2012-06-01 08:00:00,2,0,1,2,26.24,28.79,89,12.998,19,675,694
 7706 | 2012-06-01 09:00:00,2,0,1,2,26.24,28.79,83,15.0013,24,274,298
 7707 | 2012-06-01 10:00:00,2,0,1,2,27.06,30.305,78,19.0012,49,155,204
 7708 | 2012-06-01 11:00:00,2,0,1,2,28.7,33.335,74,19.0012,42,193,235
 7709 | 2012-06-01 12:00:00,2,0,1,2,28.7,33.335,74,23.9994,72,238,310
 7710 | 2012-06-01 13:00:00,2,0,1,1,29.52,34.09,70,19.9995,76,240,316
 7711 | 2012-06-01 14:00:00,2,0,1,3,29.52,34.09,66,19.0012,55,199,254
 7712 | 2012-06-01 15:00:00,2,0,1,3,29.52,34.09,66,19.0012,45,213,258
 7713 | 2012-06-01 16:00:00,2,0,1,3,30.34,34.09,58,30.0026,36,186,222
 7714 | 2012-06-01 17:00:00,2,0,1,3,28.7,32.575,70,16.9979,25,202,227
 7715 | 2012-06-01 18:00:00,2,0,1,3,25.42,28.03,88,23.9994,10,100,110
 7716 | 2012-06-01 19:00:00,2,0,1,3,25.42,28.03,88,23.9994,4,41,45
 7717 | 2012-06-01 20:00:00,2,0,1,3,25.42,27.275,94,16.9979,1,38,39
 7718 | 2012-06-01 21:00:00,2,0,1,3,26.24,29.545,78,16.9979,12,73,85
 7719 | 2012-06-01 22:00:00,2,0,1,3,24.6,27.275,88,8.9981,1,22,23
 7720 | 2012-06-01 23:00:00,2,0,1,3,24.6,27.275,88,8.9981,6,67,73
 7721 | 2012-06-02 00:00:00,2,0,0,2,22.96,26.515,83,8.9981,5,81,86
 7722 | 2012-06-02 01:00:00,2,0,0,2,22.96,26.515,83,7.0015,15,61,76
 7723 | 2012-06-02 02:00:00,2,0,0,2,22.14,25.76,88,0,3,38,41
 7724 | 2012-06-02 03:00:00,2,0,0,1,22.96,26.515,73,16.9979,8,18,26
 7725 | 2012-06-02 04:00:00,2,0,0,1,22.14,25.76,68,19.0012,2,11,13
 7726 | 2012-06-02 05:00:00,2,0,0,1,20.5,24.24,72,12.998,1,11,12
 7727 | 2012-06-02 06:00:00,2,0,0,2,20.5,24.24,77,12.998,5,31,36
 7728 | 2012-06-02 07:00:00,2,0,0,1,21.32,25,72,7.0015,9,77,86
 7729 | 2012-06-02 08:00:00,2,0,0,1,22.14,25.76,64,11.0014,30,180,210
 7730 | 2012-06-02 09:00:00,2,0,0,1,22.96,26.515,60,16.9979,89,243,332
 7731 | 2012-06-02 10:00:00,2,0,0,1,24.6,31.06,53,19.9995,145,348,493
 7732 | 2012-06-02 11:00:00,2,0,0,1,23.78,27.275,46,19.0012,179,357,536
 7733 | 2012-06-02 12:00:00,2,0,0,1,25.42,31.06,43,23.9994,250,418,668
 7734 | 2012-06-02 13:00:00,2,0,0,1,25.42,31.06,41,16.9979,279,400,679
 7735 | 2012-06-02 14:00:00,2,0,0,1,26.24,31.06,38,19.9995,259,388,647
 7736 | 2012-06-02 15:00:00,2,0,0,1,26.24,31.06,38,16.9979,297,405,702
 7737 | 2012-06-02 16:00:00,2,0,0,1,26.24,31.06,38,16.9979,275,369,644
 7738 | 2012-06-02 17:00:00,2,0,0,1,26.24,31.06,36,0,248,338,586
 7739 | 2012-06-02 18:00:00,2,0,0,1,26.24,31.06,36,0,171,341,512
 7740 | 2012-06-02 19:00:00,2,0,0,1,26.24,31.06,36,11.0014,185,369,554
 7741 | 2012-06-02 20:00:00,2,0,0,1,25.42,31.06,35,19.0012,139,260,399
 7742 | 2012-06-02 21:00:00,2,0,0,1,24.6,31.06,40,7.0015,96,220,316
 7743 | 2012-06-02 22:00:00,2,0,0,1,23.78,27.275,46,8.9981,52,176,228
 7744 | 2012-06-02 23:00:00,2,0,0,1,22.96,26.515,52,7.0015,53,185,238
 7745 | 2012-06-03 00:00:00,2,0,0,1,22.14,25.76,60,11.0014,27,142,169
 7746 | 2012-06-03 01:00:00,2,0,0,1,22.14,25.76,56,8.9981,21,100,121
 7747 | 2012-06-03 02:00:00,2,0,0,1,21.32,25,59,7.0015,22,67,89
 7748 | 2012-06-03 03:00:00,2,0,0,1,21.32,25,63,7.0015,16,34,50
 7749 | 2012-06-03 04:00:00,2,0,0,1,20.5,24.24,72,6.0032,1,12,13
 7750 | 2012-06-03 05:00:00,2,0,0,1,20.5,24.24,68,0,1,11,12
 7751 | 2012-06-03 06:00:00,2,0,0,1,18.86,22.725,82,7.0015,6,16,22
 7752 | 2012-06-03 07:00:00,2,0,0,1,20.5,24.24,68,7.0015,6,29,35
 7753 | 2012-06-03 08:00:00,2,0,0,1,22.14,25.76,60,6.0032,30,110,140
 7754 | 2012-06-03 09:00:00,2,0,0,1,24.6,31.06,46,12.998,70,230,300
 7755 | 2012-06-03 10:00:00,2,0,0,1,25.42,31.06,43,15.0013,127,277,404
 7756 | 2012-06-03 11:00:00,2,0,0,1,26.24,31.06,41,16.9979,199,312,511
 7757 | 2012-06-03 12:00:00,2,0,0,1,27.06,31.06,39,19.9995,276,408,684
 7758 | 2012-06-03 13:00:00,2,0,0,1,27.88,31.82,36,19.0012,265,421,686
 7759 | 2012-06-03 14:00:00,2,0,0,1,27.88,31.82,36,22.0028,267,411,678
 7760 | 2012-06-03 15:00:00,2,0,0,1,28.7,31.82,34,0,236,408,644
 7761 | 2012-06-03 16:00:00,2,0,0,1,28.7,31.82,34,19.9995,226,436,662
 7762 | 2012-06-03 17:00:00,2,0,0,1,28.7,31.82,34,16.9979,192,386,578
 7763 | 2012-06-03 18:00:00,2,0,0,1,28.7,31.82,34,16.9979,153,343,496
 7764 | 2012-06-03 19:00:00,2,0,0,1,27.88,31.82,34,19.0012,116,337,453
 7765 | 2012-06-03 20:00:00,2,0,0,1,27.06,31.06,39,12.998,84,230,314
 7766 | 2012-06-03 21:00:00,2,0,0,1,25.42,31.06,43,11.0014,66,180,246
 7767 | 2012-06-03 22:00:00,2,0,0,1,25.42,31.06,50,26.0027,61,165,226
 7768 | 2012-06-03 23:00:00,2,0,0,1,23.78,27.275,53,7.0015,26,82,108
 7769 | 2012-06-04 00:00:00,2,0,1,1,23.78,27.275,53,0,11,38,49
 7770 | 2012-06-04 01:00:00,2,0,1,3,22.96,26.515,60,11.0014,4,10,14
 7771 | 2012-06-04 02:00:00,2,0,1,1,22.96,26.515,60,15.0013,1,10,11
 7772 | 2012-06-04 03:00:00,2,0,1,2,22.96,26.515,60,11.0014,0,5,5
 7773 | 2012-06-04 04:00:00,2,0,1,1,22.14,25.76,64,6.0032,2,6,8
 7774 | 2012-06-04 05:00:00,2,0,1,1,21.32,25,68,0,2,33,35
 7775 | 2012-06-04 06:00:00,2,0,1,1,21.32,25,68,0,4,135,139
 7776 | 2012-06-04 07:00:00,2,0,1,1,22.96,26.515,60,15.0013,13,504,517
 7777 | 2012-06-04 08:00:00,2,0,1,1,24.6,31.06,49,15.0013,22,643,665
 7778 | 2012-06-04 09:00:00,2,0,1,1,25.42,31.06,43,19.0012,38,244,282
 7779 | 2012-06-04 10:00:00,2,0,1,1,26.24,31.06,41,31.0009,67,120,187
 7780 | 2012-06-04 11:00:00,2,0,1,1,26.24,31.06,38,32.9975,71,168,239
 7781 | 2012-06-04 12:00:00,2,0,1,1,26.24,31.06,41,30.0026,62,220,282
 7782 | 2012-06-04 13:00:00,2,0,1,1,26.24,31.06,41,23.9994,85,189,274
 7783 | 2012-06-04 14:00:00,2,0,1,1,25.42,31.06,41,32.9975,84,186,270
 7784 | 2012-06-04 15:00:00,2,0,1,1,27.06,31.06,39,19.9995,77,215,292
 7785 | 2012-06-04 16:00:00,2,0,1,1,27.06,31.06,39,31.0009,73,375,448
 7786 | 2012-06-04 17:00:00,2,0,1,1,26.24,31.06,38,30.0026,101,733,834
 7787 | 2012-06-04 18:00:00,2,0,1,1,26.24,31.06,38,26.0027,103,719,822
 7788 | 2012-06-04 19:00:00,2,0,1,1,25.42,31.06,38,27.9993,91,554,645
 7789 | 2012-06-04 20:00:00,2,0,1,1,24.6,31.06,40,23.9994,71,390,461
 7790 | 2012-06-04 21:00:00,2,0,1,1,23.78,27.275,49,16.9979,40,225,265
 7791 | 2012-06-04 22:00:00,2,0,1,1,22.96,26.515,52,19.0012,41,127,168
 7792 | 2012-06-04 23:00:00,2,0,1,1,23.78,27.275,49,19.9995,8,78,86
 7793 | 2012-06-05 00:00:00,2,0,1,1,22.14,25.76,68,27.9993,6,28,34
 7794 | 2012-06-05 01:00:00,2,0,1,2,21.32,25,77,22.0028,2,18,20
 7795 | 2012-06-05 02:00:00,2,0,1,3,21.32,25,72,19.9995,0,8,8
 7796 | 2012-06-05 03:00:00,2,0,1,3,20.5,24.24,82,12.998,0,5,5
 7797 | 2012-06-05 04:00:00,2,0,1,3,20.5,24.24,82,12.998,1,4,5
 7798 | 2012-06-05 05:00:00,2,0,1,3,19.68,23.485,82,11.0014,1,35,36
 7799 | 2012-06-05 06:00:00,2,0,1,1,19.68,23.485,82,16.9979,7,177,184
 7800 | 2012-06-05 07:00:00,2,0,1,1,19.68,23.485,77,19.9995,29,540,569
 7801 | 2012-06-05 08:00:00,2,0,1,2,19.68,23.485,77,15.0013,30,680,710
 7802 | 2012-06-05 09:00:00,2,0,1,2,21.32,25,72,16.9979,50,285,335
 7803 | 2012-06-05 10:00:00,2,0,1,2,21.32,25,63,19.9995,58,118,176
 7804 | 2012-06-05 11:00:00,2,0,1,2,22.96,26.515,56,12.998,65,162,227
 7805 | 2012-06-05 12:00:00,2,0,1,2,22.14,25.76,56,15.0013,45,202,247
 7806 | 2012-06-05 13:00:00,2,0,1,2,24.6,31.06,46,11.0014,66,201,267
 7807 | 2012-06-05 14:00:00,2,0,1,2,23.78,27.275,46,11.0014,82,194,276
 7808 | 2012-06-05 15:00:00,2,0,1,2,23.78,27.275,46,8.9981,54,218,272
 7809 | 2012-06-05 16:00:00,2,0,1,1,24.6,31.06,43,12.998,91,382,473
 7810 | 2012-06-05 17:00:00,2,0,1,1,24.6,31.06,43,0,86,764,850
 7811 | 2012-06-05 18:00:00,2,0,1,1,24.6,31.06,43,12.998,111,679,790
 7812 | 2012-06-05 19:00:00,2,0,1,1,23.78,27.275,46,16.9979,68,445,513
 7813 | 2012-06-05 20:00:00,2,0,1,1,22.96,26.515,49,15.0013,44,371,415
 7814 | 2012-06-05 21:00:00,2,0,1,1,22.14,25.76,56,11.0014,30,253,283
 7815 | 2012-06-05 22:00:00,2,0,1,1,22.96,26.515,52,7.0015,22,171,193
 7816 | 2012-06-05 23:00:00,2,0,1,1,22.14,25.76,56,6.0032,20,93,113
 7817 | 2012-06-06 00:00:00,2,0,1,1,21.32,25,59,6.0032,3,46,49
 7818 | 2012-06-06 01:00:00,2,0,1,1,21.32,25,68,0,6,21,27
 7819 | 2012-06-06 02:00:00,2,0,1,1,20.5,24.24,68,0,4,7,11
 7820 | 2012-06-06 03:00:00,2,0,1,1,18.86,22.725,82,0,0,8,8
 7821 | 2012-06-06 04:00:00,2,0,1,1,18.86,22.725,82,7.0015,3,7,10
 7822 | 2012-06-06 05:00:00,2,0,1,1,19.68,23.485,77,0,1,37,38
 7823 | 2012-06-06 06:00:00,2,0,1,1,19.68,23.485,77,0,7,165,172
 7824 | 2012-06-06 07:00:00,2,0,1,1,20.5,24.24,72,0,16,531,547
 7825 | 2012-06-06 08:00:00,2,0,1,1,22.14,25.76,68,0,31,637,668
 7826 | 2012-06-06 09:00:00,2,0,1,1,22.96,26.515,60,6.0032,35,268,303
 7827 | 2012-06-06 10:00:00,2,0,1,1,24.6,31.06,46,6.0032,55,148,203
 7828 | 2012-06-06 11:00:00,2,0,1,1,25.42,31.06,43,6.0032,65,161,226
 7829 | 2012-06-06 12:00:00,2,0,1,1,25.42,31.06,38,0,80,235,315
 7830 | 2012-06-06 13:00:00,2,0,1,1,25.42,31.06,41,6.0032,73,230,303
 7831 | 2012-06-06 14:00:00,2,0,1,1,26.24,31.06,38,0,111,191,302
 7832 | 2012-06-06 15:00:00,2,0,1,1,26.24,31.06,38,0,75,225,300
 7833 | 2012-06-06 16:00:00,2,0,1,1,26.24,31.06,41,8.9981,107,345,452
 7834 | 2012-06-06 17:00:00,2,0,1,1,25.42,31.06,43,8.9981,72,652,724
 7835 | 2012-06-06 18:00:00,2,0,1,3,24.6,31.06,53,12.998,94,688,782
 7836 | 2012-06-06 19:00:00,2,0,1,1,22.96,26.515,73,19.9995,52,486,538
 7837 | 2012-06-06 20:00:00,2,0,1,1,22.14,25.76,73,19.0012,59,349,408
 7838 | 2012-06-06 21:00:00,2,0,1,1,22.14,25.76,73,11.0014,38,260,298
 7839 | 2012-06-06 22:00:00,2,0,1,1,21.32,25,77,6.0032,27,221,248
 7840 | 2012-06-06 23:00:00,2,0,1,1,21.32,25,77,0,13,110,123
 7841 | 2012-06-07 00:00:00,2,0,1,1,21.32,25,77,8.9981,9,50,59
 7842 | 2012-06-07 01:00:00,2,0,1,1,21.32,25,77,11.0014,5,17,22
 7843 | 2012-06-07 02:00:00,2,0,1,1,21.32,25,77,6.0032,0,12,12
 7844 | 2012-06-07 03:00:00,2,0,1,1,20.5,24.24,77,7.0015,0,5,5
 7845 | 2012-06-07 04:00:00,2,0,1,1,18.86,22.725,88,7.0015,0,6,6
 7846 | 2012-06-07 05:00:00,2,0,1,1,19.68,23.485,82,6.0032,0,34,34
 7847 | 2012-06-07 06:00:00,2,0,1,1,18.86,22.725,88,7.0015,5,165,170
 7848 | 2012-06-07 07:00:00,2,0,1,1,20.5,24.24,82,11.0014,20,506,526
 7849 | 2012-06-07 08:00:00,2,0,1,1,21.32,25,77,0,20,661,681
 7850 | 2012-06-07 09:00:00,2,0,1,1,23.78,27.275,68,0,37,300,337
 7851 | 2012-06-07 10:00:00,2,0,1,1,24.6,30.305,64,6.0032,56,154,210
 7852 | 2012-06-07 11:00:00,2,0,1,1,27.06,31.06,47,15.0013,67,170,237
 7853 | 2012-06-07 12:00:00,2,0,1,1,28.7,31.82,42,0,62,274,336
 7854 | 2012-06-07 13:00:00,2,0,1,1,28.7,31.82,37,19.0012,65,250,315
 7855 | 2012-06-07 14:00:00,2,0,1,1,29.52,32.575,37,16.9979,67,198,265
 7856 | 2012-06-07 15:00:00,2,0,1,1,30.34,32.575,30,0,99,234,333
 7857 | 2012-06-07 16:00:00,2,0,1,1,29.52,32.575,34,15.0013,77,389,466
 7858 | 2012-06-07 17:00:00,2,0,1,1,29.52,32.575,34,16.9979,91,778,869
 7859 | 2012-06-07 18:00:00,2,0,1,1,28.7,31.82,34,19.0012,110,703,813
 7860 | 2012-06-07 19:00:00,2,0,1,1,28.7,31.82,34,19.0012,65,537,602
 7861 | 2012-06-07 20:00:00,2,0,1,1,27.06,31.06,36,19.9995,76,402,478
 7862 | 2012-06-07 21:00:00,2,0,1,1,25.42,31.06,41,22.0028,30,283,313
 7863 | 2012-06-07 22:00:00,2,0,1,1,24.6,31.06,46,11.0014,35,193,228
 7864 | 2012-06-07 23:00:00,2,0,1,1,22.96,26.515,52,8.9981,42,135,177
 7865 | 2012-06-08 00:00:00,2,0,1,1,22.96,26.515,56,11.0014,18,59,77
 7866 | 2012-06-08 01:00:00,2,0,1,1,22.96,26.515,56,11.0014,4,25,29
 7867 | 2012-06-08 02:00:00,2,0,1,1,22.96,26.515,56,0,2,17,19
 7868 | 2012-06-08 03:00:00,2,0,1,1,22.14,25.76,60,6.0032,0,8,8
 7869 | 2012-06-08 04:00:00,2,0,1,1,21.32,25,63,0,1,9,10
 7870 | 2012-06-08 05:00:00,2,0,1,1,20.5,24.24,72,7.0015,1,28,29
 7871 | 2012-06-08 06:00:00,2,0,1,1,21.32,25,68,6.0032,8,131,139
 7872 | 2012-06-08 07:00:00,2,0,1,1,21.32,25,72,7.0015,19,409,428
 7873 | 2012-06-08 08:00:00,2,0,1,1,23.78,27.275,60,6.0032,37,663,700
 7874 | 2012-06-08 09:00:00,2,0,1,1,25.42,31.06,53,11.0014,47,335,382
 7875 | 2012-06-08 10:00:00,2,0,1,1,27.06,31.06,47,16.9979,62,187,249
 7876 | 2012-06-08 11:00:00,2,0,1,1,28.7,31.82,42,16.9979,65,199,264
 7877 | 2012-06-08 12:00:00,2,0,1,1,29.52,32.575,39,22.0028,89,280,369
 7878 | 2012-06-08 13:00:00,2,0,1,1,30.34,32.575,37,16.9979,129,287,416
 7879 | 2012-06-08 14:00:00,2,0,1,1,31.16,33.335,31,26.0027,128,245,373
 7880 | 2012-06-08 15:00:00,2,0,1,1,31.16,33.335,29,19.0012,98,299,397
 7881 | 2012-06-08 16:00:00,2,0,1,1,31.16,33.335,29,19.9995,111,412,523
 7882 | 2012-06-08 17:00:00,2,0,1,1,31.16,33.335,29,12.998,114,679,793
 7883 | 2012-06-08 18:00:00,2,0,1,1,31.16,33.335,27,15.0013,147,576,723
 7884 | 2012-06-08 19:00:00,2,0,1,1,30.34,32.575,30,15.0013,95,460,555
 7885 | 2012-06-08 20:00:00,2,0,1,1,29.52,32.575,32,8.9981,117,291,408
 7886 | 2012-06-08 21:00:00,2,0,1,1,28.7,31.82,37,8.9981,83,256,339
 7887 | 2012-06-08 22:00:00,2,0,1,1,27.88,31.82,41,7.0015,61,230,291
 7888 | 2012-06-08 23:00:00,2,0,1,1,26.24,31.06,57,11.0014,52,163,215
 7889 | 2012-06-09 00:00:00,2,0,0,1,26.24,31.06,53,7.0015,54,152,206
 7890 | 2012-06-09 01:00:00,2,0,0,1,26.24,31.06,53,6.0032,34,89,123
 7891 | 2012-06-09 02:00:00,2,0,0,1,26.24,31.06,50,15.0013,21,68,89
 7892 | 2012-06-09 03:00:00,2,0,0,1,25.42,31.06,57,0,12,28,40
 7893 | 2012-06-09 04:00:00,2,0,0,1,25.42,31.06,57,0,2,6,8
 7894 | 2012-06-09 05:00:00,2,0,0,1,24.6,31.06,56,7.0015,4,15,19
 7895 | 2012-06-09 06:00:00,2,0,0,1,22.96,26.515,64,7.0015,17,63,80
 7896 | 2012-06-09 07:00:00,2,0,0,1,23.78,27.275,64,7.0015,26,61,87
 7897 | 2012-06-09 08:00:00,2,0,0,1,25.42,30.305,61,7.0015,42,202,244
 7898 | 2012-06-09 09:00:00,2,0,0,1,26.24,31.06,57,11.0014,99,241,340
 7899 | 2012-06-09 10:00:00,2,0,0,1,28.7,32.575,51,7.0015,168,298,466
 7900 | 2012-06-09 11:00:00,2,0,0,1,31.16,33.335,35,0,218,351,569
 7901 | 2012-06-09 12:00:00,2,0,0,1,32.8,34.85,29,16.9979,196,335,531
 7902 | 2012-06-09 13:00:00,2,0,0,1,33.62,34.85,24,19.0012,236,349,585
 7903 | 2012-06-09 14:00:00,2,0,0,1,33.62,34.85,23,12.998,239,354,593
 7904 | 2012-06-09 15:00:00,2,0,0,1,34.44,35.605,20,19.9995,218,337,555
 7905 | 2012-06-09 16:00:00,2,0,0,1,33.62,34.85,24,12.998,219,315,534
 7906 | 2012-06-09 17:00:00,2,0,0,1,34.44,35.605,24,0,238,257,495
 7907 | 2012-06-09 18:00:00,2,0,0,1,33.62,34.85,24,15.0013,175,276,451
 7908 | 2012-06-09 19:00:00,2,0,0,1,32.8,34.85,29,11.0014,128,232,360
 7909 | 2012-06-09 20:00:00,2,0,0,1,31.16,33.335,35,15.0013,125,238,363
 7910 | 2012-06-09 21:00:00,2,0,0,1,30.34,32.575,40,12.998,105,211,316
 7911 | 2012-06-09 22:00:00,2,0,0,1,28.7,32.575,58,11.0014,63,151,214
 7912 | 2012-06-09 23:00:00,2,0,0,1,27.88,31.82,61,11.0014,69,161,230
 7913 | 2012-06-10 00:00:00,2,0,0,1,27.06,31.06,69,7.0015,33,125,158
 7914 | 2012-06-10 01:00:00,2,0,0,1,26.24,30.305,73,8.9981,32,84,116
 7915 | 2012-06-10 02:00:00,2,0,0,1,26.24,30.305,69,8.9981,17,56,73
 7916 | 2012-06-10 03:00:00,2,0,0,1,26.24,30.305,73,7.0015,6,23,29
 7917 | 2012-06-10 04:00:00,2,0,0,1,25.42,29.545,78,6.0032,1,9,10
 7918 | 2012-06-10 05:00:00,2,0,0,1,25.42,30.305,69,6.0032,3,10,13
 7919 | 2012-06-10 06:00:00,2,0,0,1,25.42,29.545,73,0,3,27,30
 7920 | 2012-06-10 07:00:00,2,0,0,1,24.6,28.79,78,7.0015,21,41,62
 7921 | 2012-06-10 08:00:00,2,0,0,1,26.24,30.305,73,6.0032,59,122,181
 7922 | 2012-06-10 09:00:00,2,0,0,1,28.7,32.575,58,0,91,175,266
 7923 | 2012-06-10 10:00:00,2,0,0,1,31.16,34.09,40,7.0015,148,265,413
 7924 | 2012-06-10 11:00:00,2,0,0,1,31.16,34.09,45,6.0032,184,315,499
 7925 | 2012-06-10 12:00:00,2,0,0,1,33.62,35.605,30,0,173,329,502
 7926 | 2012-06-10 13:00:00,2,0,0,1,34.44,36.365,28,8.9981,204,288,492
 7927 | 2012-06-10 14:00:00,2,0,0,1,34.44,36.365,30,8.9981,186,314,500
 7928 | 2012-06-10 15:00:00,2,0,0,1,34.44,36.365,30,15.0013,159,316,475
 7929 | 2012-06-10 16:00:00,2,0,0,1,34.44,37.12,36,19.0012,173,335,508
 7930 | 2012-06-10 17:00:00,2,0,0,1,33.62,37.12,41,19.0012,184,337,521
 7931 | 2012-06-10 18:00:00,2,0,0,1,33.62,36.365,38,15.0013,164,326,490
 7932 | 2012-06-10 19:00:00,2,0,0,1,33.62,35.605,28,19.0012,115,260,375
 7933 | 2012-06-10 20:00:00,2,0,0,1,31.16,34.09,48,11.0014,113,250,363
 7934 | 2012-06-10 21:00:00,2,0,0,1,29.52,34.09,62,11.0014,83,170,253
 7935 | 2012-06-10 22:00:00,2,0,0,1,28.7,32.575,65,11.0014,42,117,159
 7936 | 2012-06-10 23:00:00,2,0,0,1,29.52,33.335,58,7.0015,30,80,110
 7937 | 2012-06-11 00:00:00,2,0,1,1,28.7,32.575,65,7.0015,8,33,41
 7938 | 2012-06-11 01:00:00,2,0,1,1,27.06,31.06,74,11.0014,9,15,24
 7939 | 2012-06-11 02:00:00,2,0,1,1,27.06,31.06,74,7.0015,5,12,17
 7940 | 2012-06-11 03:00:00,2,0,1,1,26.24,29.545,78,7.0015,2,4,6
 7941 | 2012-06-11 04:00:00,2,0,1,1,26.24,29.545,78,8.9981,0,7,7
 7942 | 2012-06-11 05:00:00,2,0,1,1,26.24,29.545,78,8.9981,1,36,37
 7943 | 2012-06-11 06:00:00,2,0,1,1,25.42,28.79,83,7.0015,8,136,144
 7944 | 2012-06-11 07:00:00,2,0,1,1,26.24,29.545,78,7.0015,25,478,503
 7945 | 2012-06-11 08:00:00,2,0,1,1,27.06,31.06,74,8.9981,38,613,651
 7946 | 2012-06-11 09:00:00,2,0,1,1,28.7,32.575,65,8.9981,57,259,316
 7947 | 2012-06-11 10:00:00,2,0,1,1,29.52,34.09,62,11.0014,52,95,147
 7948 | 2012-06-11 11:00:00,2,0,1,2,31.16,34.09,48,15.0013,59,143,202
 7949 | 2012-06-11 12:00:00,2,0,1,2,32.8,36.365,43,12.998,63,198,261
 7950 | 2012-06-11 13:00:00,2,0,1,2,32.8,35.605,41,19.9995,63,185,248
 7951 | 2012-06-11 14:00:00,2,0,1,2,33.62,36.365,34,19.0012,66,193,259
 7952 | 2012-06-11 15:00:00,2,0,1,1,32.8,35.605,41,23.9994,72,187,259
 7953 | 2012-06-11 16:00:00,2,0,1,2,32.8,35.605,41,27.9993,87,340,427
 7954 | 2012-06-11 17:00:00,2,0,1,2,32.8,35.605,41,23.9994,85,715,800
 7955 | 2012-06-11 18:00:00,2,0,1,2,32.8,36.365,43,19.9995,105,726,831
 7956 | 2012-06-11 19:00:00,2,0,1,2,31.16,34.09,48,22.0028,89,507,596
 7957 | 2012-06-11 20:00:00,2,0,1,2,30.34,33.335,48,15.0013,61,333,394
 7958 | 2012-06-11 21:00:00,2,0,1,2,29.52,33.335,58,12.998,32,218,250
 7959 | 2012-06-11 22:00:00,2,0,1,2,29.52,33.335,58,12.998,22,142,164
 7960 | 2012-06-11 23:00:00,2,0,1,2,28.7,32.575,58,15.0013,8,72,80
 7961 | 2012-06-12 00:00:00,2,0,1,2,28.7,32.575,58,15.0013,2,26,28
 7962 | 2012-06-12 01:00:00,2,0,1,2,27.88,31.82,65,11.0014,5,11,16
 7963 | 2012-06-12 02:00:00,2,0,1,2,27.88,31.82,65,12.998,0,6,6
 7964 | 2012-06-12 03:00:00,2,0,1,2,27.06,31.06,69,16.9979,3,9,12
 7965 | 2012-06-12 04:00:00,2,0,1,3,24.6,27.275,88,11.0014,0,4,4
 7966 | 2012-06-12 05:00:00,2,0,1,3,24.6,27.275,88,8.9981,1,28,29
 7967 | 2012-06-12 06:00:00,2,0,1,2,24.6,27.275,88,8.9981,6,130,136
 7968 | 2012-06-12 07:00:00,2,0,1,3,25.42,28.03,88,16.9979,16,287,303
 7969 | 2012-06-12 08:00:00,2,0,1,2,25.42,28.03,88,15.0013,15,598,613
 7970 | 2012-06-12 09:00:00,2,0,1,2,26.24,28.79,89,19.0012,31,254,285
 7971 | 2012-06-12 10:00:00,2,0,1,3,26.24,28.79,89,19.0012,29,96,125
 7972 | 2012-06-12 11:00:00,2,0,1,3,27.06,30.305,83,23.9994,8,57,65
 7973 | 2012-06-12 12:00:00,2,0,1,3,27.06,30.305,83,16.9979,19,76,95
 7974 | 2012-06-12 13:00:00,2,0,1,3,27.06,30.305,83,12.998,11,48,59
 7975 | 2012-06-12 14:00:00,2,0,1,3,26.24,28.79,89,16.9979,12,48,60
 7976 | 2012-06-12 15:00:00,2,0,1,3,27.06,29.545,89,12.998,22,94,116
 7977 | 2012-06-12 16:00:00,2,0,1,2,27.06,29.545,89,19.0012,30,209,239
 7978 | 2012-06-12 17:00:00,2,0,1,2,27.06,29.545,89,19.0012,56,625,681
 7979 | 2012-06-12 18:00:00,2,0,1,1,27.88,31.82,83,12.998,57,596,653
 7980 | 2012-06-12 19:00:00,2,0,1,1,27.88,31.82,83,12.998,47,444,491
 7981 | 2012-06-12 20:00:00,2,0,1,1,27.88,31.82,83,12.998,36,350,386
 7982 | 2012-06-12 21:00:00,2,0,1,1,27.88,31.82,83,7.0015,41,233,274
 7983 | 2012-06-12 22:00:00,2,0,1,1,27.06,29.545,94,7.0015,19,188,207
 7984 | 2012-06-12 23:00:00,2,0,1,3,27.06,29.545,94,15.0013,11,78,89
 7985 | 2012-06-13 00:00:00,2,0,1,2,27.06,29.545,94,12.998,7,27,34
 7986 | 2012-06-13 01:00:00,2,0,1,1,26.24,29.545,78,0,7,21,28
 7987 | 2012-06-13 02:00:00,2,0,1,1,25.42,28.79,83,8.9981,0,4,4
 7988 | 2012-06-13 03:00:00,2,0,1,1,25.42,28.79,83,12.998,1,7,8
 7989 | 2012-06-13 04:00:00,2,0,1,1,24.6,28.03,83,8.9981,1,9,10
 7990 | 2012-06-13 05:00:00,2,0,1,1,24.6,28.03,83,12.998,2,38,40
 7991 | 2012-06-13 06:00:00,2,0,1,1,24.6,28.03,83,15.0013,6,188,194
 7992 | 2012-06-13 07:00:00,2,0,1,1,24.6,28.03,83,19.9995,25,480,505
 7993 | 2012-06-13 08:00:00,2,0,1,2,25.42,29.545,73,35.0008,41,672,713
 7994 | 2012-06-13 09:00:00,2,0,1,2,26.24,30.305,69,39.0007,54,298,352
 7995 | 2012-06-13 10:00:00,2,0,1,2,26.24,30.305,65,27.9993,64,134,198
 7996 | 2012-06-13 11:00:00,2,0,1,2,27.06,31.06,54,30.0026,64,182,246
 7997 | 2012-06-13 12:00:00,2,0,1,2,27.88,31.82,44,27.9993,93,241,334
 7998 | 2012-06-13 13:00:00,2,0,1,2,28.7,31.82,45,26.0027,52,203,255
 7999 | 2012-06-13 14:00:00,2,0,1,2,29.52,32.575,37,27.9993,98,222,320
 8000 | 2012-06-13 15:00:00,2,0,1,1,29.52,32.575,32,32.9975,65,216,281
 8001 | 2012-06-13 16:00:00,2,0,1,1,29.52,32.575,30,32.9975,72,320,392
 8002 | 2012-06-13 17:00:00,2,0,1,1,29.52,32.575,32,32.9975,75,782,857
 8003 | 2012-06-13 18:00:00,2,0,1,1,29.52,32.575,32,30.0026,104,640,744
 8004 | 2012-06-13 19:00:00,2,0,1,1,28.7,31.82,34,26.0027,123,548,671
 8005 | 2012-06-13 20:00:00,2,0,1,1,27.88,31.82,36,27.9993,86,362,448
 8006 | 2012-06-13 21:00:00,2,0,1,1,26.24,31.06,44,23.9994,79,317,396
 8007 | 2012-06-13 22:00:00,2,0,1,1,25.42,31.06,50,19.9995,29,209,238
 8008 | 2012-06-13 23:00:00,2,0,1,1,25.42,31.06,50,19.0012,25,128,153
 8009 | 2012-06-14 00:00:00,2,0,1,1,24.6,31.06,53,19.9995,3,45,48
 8010 | 2012-06-14 01:00:00,2,0,1,1,24.6,31.06,56,15.0013,4,17,21
 8011 | 2012-06-14 02:00:00,2,0,1,2,25.42,31.06,53,16.9979,1,8,9
 8012 | 2012-06-14 03:00:00,2,0,1,2,25.42,31.06,53,19.0012,1,4,5
 8013 | 2012-06-14 04:00:00,2,0,1,2,24.6,31.06,56,16.9979,0,6,6
 8014 | 2012-06-14 05:00:00,2,0,1,2,24.6,31.06,56,16.9979,0,40,40
 8015 | 2012-06-14 06:00:00,2,0,1,1,23.78,27.275,60,19.0012,12,169,181
 8016 | 2012-06-14 07:00:00,2,0,1,1,24.6,30.305,60,19.0012,26,480,506
 8017 | 2012-06-14 08:00:00,2,0,1,1,24.6,30.305,64,22.0028,37,682,719
 8018 | 2012-06-14 09:00:00,2,0,1,1,25.42,30.305,61,15.0013,45,312,357
 8019 | 2012-06-14 10:00:00,2,0,1,1,26.24,30.305,65,27.9993,47,132,179
 8020 | 2012-06-14 11:00:00,2,0,1,1,27.06,31.06,57,16.9979,60,168,228
 8021 | 2012-06-14 12:00:00,2,0,1,2,27.06,31.06,61,15.0013,55,210,265
 8022 | 2012-06-14 13:00:00,2,0,1,1,27.88,31.82,57,11.0014,71,213,284
 8023 | 2012-06-14 14:00:00,2,0,1,1,28.7,32.575,54,19.0012,84,214,298
 8024 | 2012-06-14 15:00:00,2,0,1,1,30.34,33.335,48,19.9995,111,213,324
 8025 | 2012-06-14 16:00:00,2,0,1,1,29.52,33.335,51,19.0012,70,368,438
 8026 | 2012-06-14 17:00:00,2,0,1,1,29.52,33.335,48,15.0013,117,750,867
 8027 | 2012-06-14 18:00:00,2,0,1,1,30.34,33.335,42,12.998,107,716,823
 8028 | 2012-06-14 19:00:00,2,0,1,1,28.7,32.575,48,16.9979,96,483,579
 8029 | 2012-06-14 20:00:00,2,0,1,1,27.06,31.06,65,16.9979,84,351,435
 8030 | 2012-06-14 21:00:00,2,0,1,1,26.24,30.305,65,11.0014,67,270,337
 8031 | 2012-06-14 22:00:00,2,0,1,2,26.24,30.305,65,15.0013,46,196,242
 8032 | 2012-06-14 23:00:00,2,0,1,2,25.42,30.305,69,11.0014,36,136,172
 8033 | 2012-06-15 00:00:00,2,0,1,1,24.6,29.545,73,11.0014,26,68,94
 8034 | 2012-06-15 01:00:00,2,0,1,1,23.78,27.275,78,12.998,9,42,51
 8035 | 2012-06-15 02:00:00,2,0,1,1,22.96,26.515,83,7.0015,0,15,15
 8036 | 2012-06-15 03:00:00,2,0,1,1,22.96,26.515,83,11.0014,2,3,5
 8037 | 2012-06-15 04:00:00,2,0,1,1,22.96,26.515,83,11.0014,1,13,14
 8038 | 2012-06-15 05:00:00,2,0,1,1,22.14,25.76,88,7.0015,2,31,33
 8039 | 2012-06-15 06:00:00,2,0,1,1,22.14,25.76,83,8.9981,9,142,151
 8040 | 2012-06-15 07:00:00,2,0,1,1,22.96,26.515,83,11.0014,17,413,430
 8041 | 2012-06-15 08:00:00,2,0,1,1,24.6,29.545,69,11.0014,44,609,653
 8042 | 2012-06-15 09:00:00,2,0,1,1,25.42,30.305,65,11.0014,58,308,366
 8043 | 2012-06-15 10:00:00,2,0,1,1,26.24,31.06,57,11.0014,56,160,216
 8044 | 2012-06-15 11:00:00,2,0,1,1,27.06,31.06,50,12.998,106,180,286
 8045 | 2012-06-15 12:00:00,2,0,1,1,28.7,31.82,45,11.0014,111,292,403
 8046 | 2012-06-15 13:00:00,2,0,1,1,28.7,31.82,42,16.9979,121,272,393
 8047 | 2012-06-15 14:00:00,2,0,1,1,29.52,32.575,39,12.998,121,255,376
 8048 | 2012-06-15 15:00:00,2,0,1,1,29.52,32.575,39,12.998,107,270,377
 8049 | 2012-06-15 16:00:00,2,0,1,1,29.52,32.575,37,12.998,132,426,558
 8050 | 2012-06-15 17:00:00,2,0,1,1,30.34,32.575,37,19.0012,125,698,823
 8051 | 2012-06-15 18:00:00,2,0,1,1,29.52,32.575,39,15.0013,121,572,693
 8052 | 2012-06-15 19:00:00,2,0,1,1,28.7,31.82,42,11.0014,98,369,467
 8053 | 2012-06-15 20:00:00,2,0,1,1,27.88,31.82,44,12.998,89,296,385
 8054 | 2012-06-15 21:00:00,2,0,1,1,27.06,31.06,50,7.0015,83,250,333
 8055 | 2012-06-15 22:00:00,2,0,1,1,26.24,31.06,53,8.9981,79,242,321
 8056 | 2012-06-15 23:00:00,2,0,1,1,25.42,31.06,53,16.9979,46,176,222
 8057 | 2012-06-16 00:00:00,2,0,0,1,23.78,27.275,56,8.9981,25,112,137
 8058 | 2012-06-16 01:00:00,2,0,0,1,22.96,26.515,56,0,16,79,95
 8059 | 2012-06-16 02:00:00,2,0,0,1,23.78,27.275,53,0,12,55,67
 8060 | 2012-06-16 03:00:00,2,0,0,1,22.96,26.515,60,6.0032,8,19,27
 8061 | 2012-06-16 04:00:00,2,0,0,1,22.14,25.76,68,8.9981,3,5,8
 8062 | 2012-06-16 05:00:00,2,0,0,1,22.14,25.76,68,7.0015,2,21,23
 8063 | 2012-06-16 06:00:00,2,0,0,1,22.14,25.76,68,12.998,11,36,47
 8064 | 2012-06-16 07:00:00,2,0,0,1,22.14,25.76,68,12.998,10,68,78
 8065 | 2012-06-16 08:00:00,2,0,0,1,23.78,27.275,64,11.0014,47,157,204
 8066 | 2012-06-16 09:00:00,2,0,0,1,24.6,30.305,60,6.0032,88,279,367
 8067 | 2012-06-16 10:00:00,2,0,0,1,26.24,31.06,47,12.998,139,296,435
 8068 | 2012-06-16 11:00:00,2,0,0,1,27.06,31.06,39,11.0014,213,353,566
 8069 | 2012-06-16 12:00:00,2,0,0,1,27.88,31.82,41,7.0015,254,349,603
 8070 | 2012-06-16 13:00:00,2,0,0,1,29.52,32.575,34,11.0014,293,324,617
 8071 | 2012-06-16 14:00:00,2,0,0,1,29.52,32.575,37,15.0013,264,309,573
 8072 | 2012-06-16 15:00:00,2,0,0,1,30.34,32.575,35,16.9979,295,288,583
 8073 | 2012-06-16 16:00:00,2,0,0,2,29.52,32.575,37,7.0015,238,304,542
 8074 | 2012-06-16 17:00:00,2,0,0,2,29.52,32.575,37,16.9979,244,349,593
 8075 | 2012-06-16 18:00:00,2,0,0,2,29.52,32.575,37,15.0013,256,315,571
 8076 | 2012-06-16 19:00:00,2,0,0,2,28.7,31.82,42,12.998,184,277,461
 8077 | 2012-06-16 20:00:00,2,0,0,2,27.06,31.06,47,12.998,123,229,352
 8078 | 2012-06-16 21:00:00,2,0,0,2,26.24,31.06,50,15.0013,98,192,290
 8079 | 2012-06-16 22:00:00,2,0,0,1,25.42,31.06,53,19.9995,91,189,280
 8080 | 2012-06-16 23:00:00,2,0,0,1,24.6,31.06,53,19.9995,49,134,183
 8081 | 2012-06-17 00:00:00,2,0,0,1,22.96,26.515,56,8.9981,31,117,148
 8082 | 2012-06-17 01:00:00,2,0,0,1,22.96,26.515,60,11.0014,21,67,88
 8083 | 2012-06-17 02:00:00,2,0,0,1,22.96,26.515,56,6.0032,19,55,74
 8084 | 2012-06-17 03:00:00,2,0,0,1,22.14,25.76,64,7.0015,6,22,28
 8085 | 2012-06-17 04:00:00,2,0,0,1,22.14,25.76,64,6.0032,2,16,18
 8086 | 2012-06-17 05:00:00,2,0,0,1,22.14,25.76,68,8.9981,4,13,17
 8087 | 2012-06-17 06:00:00,2,0,0,1,21.32,25,72,7.0015,7,16,23
 8088 | 2012-06-17 07:00:00,2,0,0,1,21.32,25,72,6.0032,18,30,48
 8089 | 2012-06-17 08:00:00,2,0,0,1,22.96,26.515,68,16.9979,24,95,119
 8090 | 2012-06-17 09:00:00,2,0,0,1,22.96,26.515,68,11.0014,91,183,274
 8091 | 2012-06-17 10:00:00,2,0,0,1,23.78,27.275,64,0,148,288,436
 8092 | 2012-06-17 11:00:00,2,0,0,1,25.42,31.06,57,7.0015,196,350,546
 8093 | 2012-06-17 12:00:00,2,0,0,1,25.42,31.06,57,0,260,355,615
 8094 | 2012-06-17 13:00:00,2,0,0,1,26.24,31.06,53,11.0014,267,347,614
 8095 | 2012-06-17 14:00:00,2,0,0,1,26.24,31.06,53,0,255,327,582
 8096 | 2012-06-17 15:00:00,2,0,0,1,27.06,31.06,50,15.0013,203,260,463
 8097 | 2012-06-17 16:00:00,2,0,0,1,27.06,31.06,54,19.9995,240,340,580
 8098 | 2012-06-17 17:00:00,2,0,0,1,26.24,31.06,57,15.0013,232,361,593
 8099 | 2012-06-17 18:00:00,2,0,0,1,26.24,31.06,53,12.998,203,310,513
 8100 | 2012-06-17 19:00:00,2,0,0,1,26.24,31.06,53,11.0014,146,244,390
 8101 | 2012-06-17 20:00:00,2,0,0,1,25.42,31.06,57,12.998,101,201,302
 8102 | 2012-06-17 21:00:00,2,0,0,1,25.42,31.06,57,12.998,76,170,246
 8103 | 2012-06-17 22:00:00,2,0,0,1,24.6,30.305,60,12.998,55,98,153
 8104 | 2012-06-17 23:00:00,2,0,0,1,23.78,27.275,64,12.998,29,79,108
 8105 | 2012-06-18 00:00:00,2,0,1,1,22.96,26.515,73,16.9979,12,28,40
 8106 | 2012-06-18 01:00:00,2,0,1,1,22.14,25.76,77,15.0013,9,5,14
 8107 | 2012-06-18 02:00:00,2,0,1,1,22.14,25.76,77,15.0013,3,6,9
 8108 | 2012-06-18 03:00:00,2,0,1,2,21.32,25,83,15.0013,1,3,4
 8109 | 2012-06-18 04:00:00,2,0,1,2,22.14,25.76,77,12.998,0,9,9
 8110 | 2012-06-18 05:00:00,2,0,1,3,21.32,25,83,8.9981,1,22,23
 8111 | 2012-06-18 06:00:00,2,0,1,3,21.32,25,88,8.9981,0,37,37
 8112 | 2012-06-18 07:00:00,2,0,1,3,21.32,25,94,15.0013,10,135,145
 8113 | 2012-06-18 08:00:00,2,0,1,2,22.14,25.76,83,12.998,27,447,474
 8114 | 2012-06-18 09:00:00,2,0,1,2,22.14,25.76,83,15.0013,28,222,250
 8115 | 2012-06-18 10:00:00,2,0,1,3,22.14,25.76,88,7.0015,13,78,91
 8116 | 2012-06-18 11:00:00,2,0,1,2,22.14,25.76,88,11.0014,25,96,121
 8117 | 2012-06-18 12:00:00,2,0,1,3,22.96,26.515,78,8.9981,29,139,168
 8118 | 2012-06-18 13:00:00,2,0,1,2,23.78,27.275,73,8.9981,51,174,225
 8119 | 2012-06-18 14:00:00,2,0,1,2,23.78,27.275,68,12.998,59,160,219
 8120 | 2012-06-18 15:00:00,2,0,1,2,24.6,29.545,69,12.998,61,176,237
 8121 | 2012-06-18 16:00:00,2,0,1,2,24.6,29.545,73,12.998,53,279,332
 8122 | 2012-06-18 17:00:00,2,0,1,2,24.6,29.545,73,12.998,54,669,723
 8123 | 2012-06-18 18:00:00,2,0,1,2,25.42,30.305,69,11.0014,47,595,642
 8124 | 2012-06-18 19:00:00,2,0,1,2,25.42,29.545,73,6.0032,52,411,463
 8125 | 2012-06-18 20:00:00,2,0,1,2,25.42,29.545,73,8.9981,45,317,362
 8126 | 2012-06-18 21:00:00,2,0,1,2,25.42,29.545,73,7.0015,35,238,273
 8127 | 2012-06-18 22:00:00,2,0,1,2,25.42,29.545,73,11.0014,21,143,164
 8128 | 2012-06-18 23:00:00,2,0,1,3,24.6,28.79,78,12.998,17,57,74
 8129 | 2012-06-19 00:00:00,2,0,1,2,24.6,28.79,78,11.0014,5,30,35
 8130 | 2012-06-19 01:00:00,2,0,1,2,24.6,28.79,78,11.0014,1,13,14
 8131 | 2012-06-19 02:00:00,2,0,1,2,24.6,28.79,78,8.9981,1,14,15
 8132 | 2012-06-19 03:00:00,2,0,1,2,24.6,28.79,78,7.0015,1,7,8
 8133 | 2012-06-19 04:00:00,2,0,1,2,24.6,28.79,78,8.9981,1,9,10
 8134 | 2012-06-19 05:00:00,2,0,1,2,24.6,28.79,78,12.998,3,34,37
 8135 | 2012-06-19 06:00:00,2,0,1,2,24.6,28.79,78,7.0015,9,152,161
 8136 | 2012-06-19 07:00:00,2,0,1,2,24.6,28.79,78,8.9981,18,462,480
 8137 | 2012-06-19 08:00:00,2,0,1,2,24.6,28.79,78,11.0014,40,633,673
 8138 | 2012-06-19 09:00:00,2,0,1,1,26.24,30.305,73,6.0032,40,288,328
 8139 | 2012-06-19 10:00:00,2,0,1,1,26.24,30.305,73,6.0032,44,136,180
 8140 | 2012-06-19 11:00:00,2,0,1,1,27.06,31.06,69,8.9981,56,174,230
 8141 | 2012-06-19 12:00:00,2,0,1,1,28.7,32.575,65,6.0032,70,222,292
 8142 | 2012-06-19 13:00:00,2,0,1,1,30.34,34.09,58,8.9981,69,203,272
 8143 | 2012-06-19 14:00:00,2,0,1,1,31.16,35.605,58,7.0015,61,166,227
 8144 | 2012-06-19 15:00:00,2,0,1,1,31.98,37.12,59,11.0014,72,187,259
 8145 | 2012-06-19 16:00:00,2,0,1,1,32.8,37.88,55,15.0013,48,286,334
 8146 | 2012-06-19 17:00:00,2,0,1,1,32.8,37.88,55,12.998,86,725,811
 8147 | 2012-06-19 18:00:00,2,0,1,1,32.8,37.88,55,11.0014,91,704,795
 8148 | 2012-06-19 19:00:00,2,0,1,1,32.8,38.635,59,15.0013,82,432,514
 8149 | 2012-06-19 20:00:00,2,0,1,1,32.8,37.88,55,16.9979,59,399,458
 8150 | 2012-06-19 21:00:00,2,0,1,1,31.16,35.605,62,11.0014,37,239,276
 8151 | 2012-06-19 22:00:00,2,0,1,1,29.52,34.85,79,6.0032,51,240,291
 8152 | 2012-06-19 23:00:00,2,0,1,1,29.52,34.85,79,8.9981,23,102,125
 8153 | 2012-07-01 00:00:00,3,0,0,1,31.16,36.365,66,0,27,122,149
 8154 | 2012-07-01 01:00:00,3,0,0,1,30.34,34.85,70,8.9981,12,81,93
 8155 | 2012-07-01 02:00:00,3,0,0,1,29.52,34.85,74,6.0032,21,69,90
 8156 | 2012-07-01 03:00:00,3,0,0,1,29.52,35.605,84,8.9981,6,27,33
 8157 | 2012-07-01 04:00:00,3,0,0,1,28.7,33.335,79,12.998,0,4,4
 8158 | 2012-07-01 05:00:00,3,0,0,1,27.88,31.82,79,7.0015,3,7,10
 8159 | 2012-07-01 06:00:00,3,0,0,1,28.7,33.335,79,6.0032,8,19,27
 8160 | 2012-07-01 07:00:00,3,0,0,1,30.34,34.85,70,0,13,37,50
 8161 | 2012-07-01 08:00:00,3,0,0,1,31.98,37.12,62,7.0015,36,106,142
 8162 | 2012-07-01 09:00:00,3,0,0,1,33.62,39.395,56,0,51,168,219
 8163 | 2012-07-01 10:00:00,3,0,0,1,35.26,39.395,44,19.9995,98,268,366
 8164 | 2012-07-01 11:00:00,3,0,0,1,36.08,40.15,39,15.0013,121,256,377
 8165 | 2012-07-01 12:00:00,3,0,0,1,36.9,40.91,37,15.0013,114,319,433
 8166 | 2012-07-01 13:00:00,3,0,0,1,37.72,41.665,33,16.9979,111,309,420
 8167 | 2012-07-01 14:00:00,3,0,0,1,37.72,41.665,33,16.9979,98,346,444
 8168 | 2012-07-01 15:00:00,3,0,0,1,36.9,40.91,37,19.0012,101,244,345
 8169 | 2012-07-01 16:00:00,3,0,0,1,37.72,41.665,33,19.9995,85,228,313
 8170 | 2012-07-01 17:00:00,3,0,0,1,37.72,40.15,26,19.9995,90,323,413
 8171 | 2012-07-01 18:00:00,3,0,0,1,36.08,38.635,32,23.9994,95,275,370
 8172 | 2012-07-01 19:00:00,3,0,0,1,34.44,37.12,39,8.9981,103,279,382
 8173 | 2012-07-01 20:00:00,3,0,0,1,34.44,37.12,39,8.9981,88,244,332
 8174 | 2012-07-01 21:00:00,3,0,0,1,34.44,37.12,39,8.9981,77,181,258
 8175 | 2012-07-01 22:00:00,3,0,0,1,33.62,37.12,43,8.9981,41,110,151
 8176 | 2012-07-01 23:00:00,3,0,0,3,31.98,35.605,52,11.0014,22,88,110
 8177 | 2012-07-02 00:00:00,3,0,1,2,31.16,35.605,58,15.0013,12,31,43
 8178 | 2012-07-02 01:00:00,3,0,1,2,31.16,35.605,58,12.998,3,14,17
 8179 | 2012-07-02 02:00:00,3,0,1,2,30.34,33.335,51,16.9979,1,14,15
 8180 | 2012-07-02 03:00:00,3,0,1,2,29.52,33.335,54,27.9993,0,5,5
 8181 | 2012-07-02 04:00:00,3,0,1,2,29.52,33.335,54,19.9995,2,10,12
 8182 | 2012-07-02 05:00:00,3,0,1,2,29.52,33.335,51,0,3,37,40
 8183 | 2012-07-02 06:00:00,3,0,1,1,28.7,32.575,58,7.0015,4,132,136
 8184 | 2012-07-02 07:00:00,3,0,1,1,30.34,33.335,51,7.0015,8,390,398
 8185 | 2012-07-02 08:00:00,3,0,1,1,31.16,34.85,52,12.998,20,548,568
 8186 | 2012-07-02 09:00:00,3,0,1,1,31.98,34.85,46,16.9979,56,239,295
 8187 | 2012-07-02 10:00:00,3,0,1,1,32.8,36.365,43,16.9979,70,104,174
 8188 | 2012-07-02 11:00:00,3,0,1,1,34.44,36.365,28,19.9995,67,134,201
 8189 | 2012-07-02 12:00:00,3,0,1,1,34.44,36.365,32,12.998,74,183,257
 8190 | 2012-07-02 13:00:00,3,0,1,1,35.26,37.88,34,15.0013,74,162,236
 8191 | 2012-07-02 14:00:00,3,0,1,1,35.26,37.88,34,15.0013,79,151,230
 8192 | 2012-07-02 15:00:00,3,0,1,1,34.44,37.12,36,12.998,59,175,234
 8193 | 2012-07-02 16:00:00,3,0,1,1,34.44,37.12,36,19.0012,61,304,365
 8194 | 2012-07-02 17:00:00,3,0,1,1,34.44,36.365,32,8.9981,82,665,747
 8195 | 2012-07-02 18:00:00,3,0,1,1,34.44,36.365,32,11.0014,72,658,730
 8196 | 2012-07-02 19:00:00,3,0,1,1,31.98,34.85,43,8.9981,71,510,581
 8197 | 2012-07-02 20:00:00,3,0,1,1,31.98,34.85,43,8.9981,38,357,395
 8198 | 2012-07-02 21:00:00,3,0,1,1,31.16,34.09,45,8.9981,17,241,258
 8199 | 2012-07-02 22:00:00,3,0,1,1,30.34,33.335,51,11.0014,19,169,188
 8200 | 2012-07-02 23:00:00,3,0,1,1,30.34,33.335,51,7.0015,12,90,102
 8201 | 2012-07-03 00:00:00,3,0,1,1,29.52,33.335,54,0,9,44,53
 8202 | 2012-07-03 01:00:00,3,0,1,1,29.52,33.335,58,0,5,9,14
 8203 | 2012-07-03 02:00:00,3,0,1,1,29.52,33.335,58,0,2,8,10
 8204 | 2012-07-03 03:00:00,3,0,1,1,28.7,32.575,65,8.9981,0,2,2
 8205 | 2012-07-03 04:00:00,3,0,1,1,27.88,31.82,65,7.0015,0,6,6
 8206 | 2012-07-03 05:00:00,3,0,1,1,28.7,32.575,61,0,2,33,35
 8207 | 2012-07-03 06:00:00,3,0,1,1,28.7,32.575,65,8.9981,5,149,154
 8208 | 2012-07-03 07:00:00,3,0,1,1,30.34,34.09,58,0,21,462,483
 8209 | 2012-07-03 08:00:00,3,0,1,1,30.34,34.09,62,6.0032,42,604,646
 8210 | 2012-07-03 09:00:00,3,0,1,1,32.8,37.12,49,11.0014,46,226,272
 8211 | 2012-07-03 10:00:00,3,0,1,1,33.62,37.12,43,15.0013,56,153,209
 8212 | 2012-07-03 11:00:00,3,0,1,1,35.26,37.88,34,12.998,66,151,217
 8213 | 2012-07-03 12:00:00,3,0,1,1,36.08,37.88,28,12.998,74,198,272
 8214 | 2012-07-03 13:00:00,3,0,1,1,36.9,38.635,25,8.9981,80,203,283
 8215 | 2012-07-03 14:00:00,3,0,1,1,36.9,38.635,25,12.998,69,241,310
 8216 | 2012-07-03 15:00:00,3,0,1,2,36.9,38.635,24,0,71,330,401
 8217 | 2012-07-03 16:00:00,3,0,1,2,36.9,38.635,24,12.998,90,437,527
 8218 | 2012-07-03 17:00:00,3,0,1,2,35.26,37.12,30,11.0014,102,620,722
 8219 | 2012-07-03 18:00:00,3,0,1,2,35.26,37.12,30,0,85,542,627
 8220 | 2012-07-03 19:00:00,3,0,1,2,34.44,37.12,36,8.9981,66,431,497
 8221 | 2012-07-03 20:00:00,3,0,1,3,31.16,34.85,55,32.9975,80,296,376
 8222 | 2012-07-03 21:00:00,3,0,1,2,28.7,32.575,70,19.0012,36,160,196
 8223 | 2012-07-03 22:00:00,3,0,1,1,27.88,31.82,79,12.998,26,151,177
 8224 | 2012-07-03 23:00:00,3,0,1,1,27.06,30.305,83,0,19,152,171
 8225 | 2012-07-04 00:00:00,3,1,0,1,27.88,31.82,79,6.0032,19,140,159
 8226 | 2012-07-04 01:00:00,3,1,0,1,27.88,31.82,74,0,27,96,123
 8227 | 2012-07-04 02:00:00,3,1,0,1,27.06,30.305,83,8.9981,27,66,93
 8228 | 2012-07-04 03:00:00,3,1,0,1,27.88,31.82,74,12.998,9,23,32
 8229 | 2012-07-04 04:00:00,3,1,0,1,27.88,31.82,69,16.9979,5,11,16
 8230 | 2012-07-04 05:00:00,3,1,0,1,27.06,31.06,69,0,5,14,19
 8231 | 2012-07-04 06:00:00,3,1,0,1,27.06,31.06,69,0,9,23,32
 8232 | 2012-07-04 07:00:00,3,1,0,1,27.88,31.82,65,0,10,62,72
 8233 | 2012-07-04 08:00:00,3,1,0,1,28.7,32.575,61,7.0015,43,110,153
 8234 | 2012-07-04 09:00:00,3,1,0,1,31.16,34.85,52,0,90,203,293
 8235 | 2012-07-04 10:00:00,3,1,0,1,32.8,36.365,46,0,143,304,447
 8236 | 2012-07-04 11:00:00,3,1,0,1,33.62,37.88,46,8.9981,164,321,485
 8237 | 2012-07-04 12:00:00,3,1,0,1,35.26,39.395,41,15.0013,164,330,494
 8238 | 2012-07-04 13:00:00,3,1,0,1,36.9,40.91,35,0,177,322,499
 8239 | 2012-07-04 14:00:00,3,1,0,1,36.9,40.91,37,11.0014,190,357,547
 8240 | 2012-07-04 15:00:00,3,1,0,1,37.72,42.425,35,19.9995,155,299,454
 8241 | 2012-07-04 16:00:00,3,1,0,1,37.72,42.425,35,16.9979,163,226,389
 8242 | 2012-07-04 17:00:00,3,1,0,1,37.72,42.425,35,19.9995,161,253,414
 8243 | 2012-07-04 18:00:00,3,1,0,1,36.9,42.425,42,12.998,159,271,430
 8244 | 2012-07-04 19:00:00,3,1,0,1,35.26,40.15,47,15.0013,177,255,432
 8245 | 2012-07-04 20:00:00,3,1,0,1,35.26,40.15,47,15.0013,237,314,551
 8246 | 2012-07-04 21:00:00,3,1,0,1,34.44,40.15,53,8.9981,222,362,584
 8247 | 2012-07-04 22:00:00,3,1,0,1,33.62,39.395,56,15.0013,175,327,502
 8248 | 2012-07-04 23:00:00,3,1,0,2,31.98,34.85,43,6.0032,31,152,183
 8249 | 2012-07-05 00:00:00,3,0,1,1,30.34,33.335,51,7.0015,17,71,88
 8250 | 2012-07-05 01:00:00,3,0,1,1,30.34,33.335,51,19.0012,6,24,30
 8251 | 2012-07-05 02:00:00,3,0,1,1,30.34,33.335,51,0,4,14,18
 8252 | 2012-07-05 03:00:00,3,0,1,1,29.52,33.335,54,12.998,2,5,7
 8253 | 2012-07-05 04:00:00,3,0,1,1,29.52,33.335,58,0,0,7,7
 8254 | 2012-07-05 05:00:00,3,0,1,1,29.52,34.09,62,0,1,28,29
 8255 | 2012-07-05 06:00:00,3,0,1,1,29.52,33.335,58,0,3,130,133
 8256 | 2012-07-05 07:00:00,3,0,1,1,31.16,34.85,55,0,27,316,343
 8257 | 2012-07-05 08:00:00,3,0,1,1,32.8,37.12,49,8.9981,36,514,550
 8258 | 2012-07-05 09:00:00,3,0,1,1,34.44,39.395,49,19.9995,47,246,293
 8259 | 2012-07-05 10:00:00,3,0,1,1,35.26,39.395,44,23.9994,69,117,186
 8260 | 2012-07-05 11:00:00,3,0,1,1,36.9,40.91,35,19.9995,107,137,244
 8261 | 2012-07-05 12:00:00,3,0,1,1,36.9,40.91,35,23.9994,88,188,276
 8262 | 2012-07-05 13:00:00,3,0,1,1,37.72,41.665,33,15.0013,129,181,310
 8263 | 2012-07-05 14:00:00,3,0,1,1,37.72,41.665,33,22.0028,87,154,241
 8264 | 2012-07-05 15:00:00,3,0,1,1,37.72,41.665,33,23.9994,71,183,254
 8265 | 2012-07-05 16:00:00,3,0,1,1,37.72,41.665,33,16.9979,109,324,433
 8266 | 2012-07-05 17:00:00,3,0,1,1,37.72,42.425,35,11.0014,114,575,689
 8267 | 2012-07-05 18:00:00,3,0,1,2,36.9,41.665,39,22.0028,96,511,607
 8268 | 2012-07-05 19:00:00,3,0,1,2,36.08,40.15,39,16.9979,128,375,503
 8269 | 2012-07-05 20:00:00,3,0,1,2,35.26,39.395,41,15.0013,78,243,321
 8270 | 2012-07-05 21:00:00,3,0,1,1,34.44,38.635,47,12.998,91,232,323
 8271 | 2012-07-05 22:00:00,3,0,1,1,33.62,40.15,59,8.9981,63,162,225
 8272 | 2012-07-05 23:00:00,3,0,1,1,32.8,37.88,55,11.0014,32,99,131
 8273 | 2012-07-06 00:00:00,3,0,1,1,31.98,37.12,62,8.9981,39,63,102
 8274 | 2012-07-06 01:00:00,3,0,1,1,31.98,36.365,55,15.0013,7,22,29
 8275 | 2012-07-06 02:00:00,3,0,1,1,31.16,35.605,62,8.9981,4,13,17
 8276 | 2012-07-06 03:00:00,3,0,1,2,30.34,34.85,70,12.998,1,6,7
 8277 | 2012-07-06 04:00:00,3,0,1,1,30.34,34.85,66,15.0013,2,4,6
 8278 | 2012-07-06 05:00:00,3,0,1,1,30.34,34.85,66,12.998,4,31,35
 8279 | 2012-07-06 06:00:00,3,0,1,1,30.34,34.85,66,12.998,4,127,131
 8280 | 2012-07-06 07:00:00,3,0,1,1,31.98,34.85,46,8.9981,20,333,353
 8281 | 2012-07-06 08:00:00,3,0,1,1,32.8,35.605,41,11.0014,28,557,585
 8282 | 2012-07-06 09:00:00,3,0,1,1,33.62,36.365,36,8.9981,55,249,304
 8283 | 2012-07-06 10:00:00,3,0,1,1,35.26,37.12,30,0,80,130,210
 8284 | 2012-07-06 11:00:00,3,0,1,1,34.44,36.365,32,6.0032,92,141,233
 8285 | 2012-07-06 12:00:00,3,0,1,1,36.08,37.88,28,7.0015,111,220,331
 8286 | 2012-07-06 13:00:00,3,0,1,1,36.9,39.395,27,7.0015,99,194,293
 8287 | 2012-07-06 14:00:00,3,0,1,1,36.9,40.15,31,11.0014,91,184,275
 8288 | 2012-07-06 15:00:00,3,0,1,1,37.72,40.91,29,12.998,79,206,285
 8289 | 2012-07-06 16:00:00,3,0,1,1,37.72,40.91,29,7.0015,69,300,369
 8290 | 2012-07-06 17:00:00,3,0,1,1,37.72,40.91,29,0,90,486,576
 8291 | 2012-07-06 18:00:00,3,0,1,1,36.9,40.15,33,16.9979,106,454,560
 8292 | 2012-07-06 19:00:00,3,0,1,1,36.08,39.395,35,15.0013,112,306,418
 8293 | 2012-07-06 20:00:00,3,0,1,1,35.26,38.635,39,7.0015,91,245,336
 8294 | 2012-07-06 21:00:00,3,0,1,1,33.62,38.635,52,8.9981,77,223,300
 8295 | 2012-07-06 22:00:00,3,0,1,1,32.8,37.88,55,12.998,78,210,288
 8296 | 2012-07-06 23:00:00,3,0,1,1,32.8,39.395,63,7.0015,27,137,164
 8297 | 2012-07-07 00:00:00,3,0,0,1,31.98,37.88,66,8.9981,35,115,150
 8298 | 2012-07-07 01:00:00,3,0,0,1,31.16,36.365,70,11.0014,16,55,71
 8299 | 2012-07-07 02:00:00,3,0,0,1,31.16,37.12,72,11.0014,11,47,58
 8300 | 2012-07-07 03:00:00,3,0,0,1,30.34,35.605,74,8.9981,12,19,31
 8301 | 2012-07-07 04:00:00,3,0,0,1,30.34,35.605,74,11.0014,3,13,16
 8302 | 2012-07-07 05:00:00,3,0,0,1,30.34,35.605,74,12.998,2,12,14
 8303 | 2012-07-07 06:00:00,3,0,0,1,30.34,35.605,74,7.0015,4,27,31
 8304 | 2012-07-07 07:00:00,3,0,0,1,31.98,37.88,66,7.0015,8,63,71
 8305 | 2012-07-07 08:00:00,3,0,0,1,33.62,41.665,63,12.998,32,120,152
 8306 | 2012-07-07 09:00:00,3,0,0,1,34.44,41.665,59,11.0014,69,187,256
 8307 | 2012-07-07 10:00:00,3,0,0,1,37.72,43.18,37,15.0013,100,225,325
 8308 | 2012-07-07 11:00:00,3,0,0,1,38.54,43.94,38,12.998,122,245,367
 8309 | 2012-07-07 12:00:00,3,0,0,1,39.36,43.18,31,23.9994,124,218,342
 8310 | 2012-07-07 13:00:00,3,0,0,2,39.36,43.18,31,16.9979,116,244,360
 8311 | 2012-07-07 14:00:00,3,0,0,2,39.36,43.18,30,8.9981,105,203,308
 8312 | 2012-07-07 15:00:00,3,0,0,1,39.36,42.425,26,0,113,193,306
 8313 | 2012-07-07 16:00:00,3,0,0,1,41,43.18,19,11.0014,102,192,294
 8314 | 2012-07-07 17:00:00,3,0,0,1,39.36,42.425,26,8.9981,103,176,279
 8315 | 2012-07-07 18:00:00,3,0,0,1,38.54,41.665,29,6.0032,83,194,277
 8316 | 2012-07-07 19:00:00,3,0,0,1,37.72,41.665,33,8.9981,68,219,287
 8317 | 2012-07-07 20:00:00,3,0,0,1,36.9,40.91,37,11.0014,79,197,276
 8318 | 2012-07-07 21:00:00,3,0,0,1,36.08,39.395,37,12.998,51,150,201
 8319 | 2012-07-07 22:00:00,3,0,0,1,34.44,41.665,59,12.998,56,164,220
 8320 | 2012-07-07 23:00:00,3,0,0,1,34.44,40.91,56,11.0014,34,114,148
 8321 | 2012-07-08 00:00:00,3,0,0,1,33.62,39.395,56,8.9981,22,125,147
 8322 | 2012-07-08 01:00:00,3,0,0,1,33.62,39.395,56,7.0015,25,99,124
 8323 | 2012-07-08 02:00:00,3,0,0,1,33.62,38.635,52,7.0015,11,59,70
 8324 | 2012-07-08 03:00:00,3,0,0,1,32.8,38.635,59,7.0015,1,34,35
 8325 | 2012-07-08 04:00:00,3,0,0,1,31.98,37.88,66,7.0015,2,11,13
 8326 | 2012-07-08 05:00:00,3,0,0,1,31.98,37.12,62,0,1,5,6
 8327 | 2012-07-08 06:00:00,3,0,0,1,31.98,38.635,70,8.9981,5,16,21
 8328 | 2012-07-08 07:00:00,3,0,0,1,32.8,40.15,66,0,19,33,52
 8329 | 2012-07-08 08:00:00,3,0,0,1,34.44,40.15,53,8.9981,35,95,130
 8330 | 2012-07-08 09:00:00,3,0,0,1,35.26,40.91,50,7.0015,70,172,242
 8331 | 2012-07-08 10:00:00,3,0,0,1,36.9,43.18,45,0,85,234,319
 8332 | 2012-07-08 11:00:00,3,0,0,1,37.72,44.695,42,19.9995,120,269,389
 8333 | 2012-07-08 12:00:00,3,0,0,1,37.72,44.695,42,12.998,105,271,376
 8334 | 2012-07-08 13:00:00,3,0,0,1,38.54,43.94,38,16.9979,118,219,337
 8335 | 2012-07-08 14:00:00,3,0,0,1,39.36,45.455,36,11.0014,77,235,312
 8336 | 2012-07-08 15:00:00,3,0,0,3,37.72,44.695,42,19.0012,80,218,298
 8337 | 2012-07-08 16:00:00,3,0,0,2,32.8,40.15,66,15.0013,65,226,291
 8338 | 2012-07-08 17:00:00,3,0,0,1,31.98,37.12,59,0,68,202,270
 8339 | 2012-07-08 18:00:00,3,0,0,1,31.98,37.12,62,7.0015,54,199,253
 8340 | 2012-07-08 19:00:00,3,0,0,1,31.98,37.12,62,11.0014,66,184,250
 8341 | 2012-07-08 20:00:00,3,0,0,1,31.16,36.365,70,6.0032,79,206,285
 8342 | 2012-07-08 21:00:00,3,0,0,1,31.16,36.365,70,8.9981,58,149,207
 8343 | 2012-07-08 22:00:00,3,0,0,3,30.34,34.85,70,6.0032,12,110,122
 8344 | 2012-07-08 23:00:00,3,0,0,3,27.88,31.82,83,6.0032,25,98,123
 8345 | 2012-07-09 00:00:00,3,0,1,2,27.88,31.82,89,6.0032,6,33,39
 8346 | 2012-07-09 01:00:00,3,0,1,3,28.7,33.335,89,7.0015,5,13,18
 8347 | 2012-07-09 02:00:00,3,0,1,3,28.7,33.335,89,12.998,1,4,5
 8348 | 2012-07-09 03:00:00,3,0,1,3,28.7,33.335,89,12.998,0,5,5
 8349 | 2012-07-09 04:00:00,3,0,1,3,27.06,29.545,89,26.0027,1,1,2
 8350 | 2012-07-09 05:00:00,3,0,1,2,27.06,30.305,83,15.0013,1,27,28
 8351 | 2012-07-09 06:00:00,3,0,1,3,26.24,28.79,89,16.9979,6,86,92
 8352 | 2012-07-09 07:00:00,3,0,1,3,27.06,30.305,83,15.0013,7,223,230
 8353 | 2012-07-09 08:00:00,3,0,1,2,27.06,30.305,83,11.0014,26,429,455
 8354 | 2012-07-09 09:00:00,3,0,1,2,27.06,30.305,83,11.0014,38,325,363
 8355 | 2012-07-09 10:00:00,3,0,1,2,27.06,30.305,83,12.998,58,117,175
 8356 | 2012-07-09 11:00:00,3,0,1,2,29.52,34.09,62,8.9981,72,144,216
 8357 | 2012-07-09 12:00:00,3,0,1,2,30.34,34.09,58,8.9981,61,205,266
 8358 | 2012-07-09 13:00:00,3,0,1,2,31.16,34.85,55,16.9979,67,188,255
 8359 | 2012-07-09 14:00:00,3,0,1,2,30.34,34.09,55,16.9979,58,184,242
 8360 | 2012-07-09 15:00:00,3,0,1,2,31.16,34.09,45,15.0013,66,214,280
 8361 | 2012-07-09 16:00:00,3,0,1,1,31.98,34.85,40,19.0012,88,325,413
 8362 | 2012-07-09 17:00:00,3,0,1,1,31.98,34.85,40,11.0014,108,741,849
 8363 | 2012-07-09 18:00:00,3,0,1,1,31.16,34.09,48,8.9981,82,790,872
 8364 | 2012-07-09 19:00:00,3,0,1,1,30.34,34.09,55,11.0014,88,543,631
 8365 | 2012-07-09 20:00:00,3,0,1,2,30.34,34.09,55,7.0015,69,378,447
 8366 | 2012-07-09 21:00:00,3,0,1,2,30.34,34.09,55,6.0032,33,298,331
 8367 | 2012-07-09 22:00:00,3,0,1,2,29.52,33.335,58,7.0015,35,189,224
 8368 | 2012-07-09 23:00:00,3,0,1,2,28.7,32.575,65,7.0015,22,109,131
 8369 | 2012-07-10 00:00:00,3,0,1,1,28.7,32.575,70,6.0032,16,53,69
 8370 | 2012-07-10 01:00:00,3,0,1,1,28.7,33.335,74,8.9981,0,15,15
 8371 | 2012-07-10 02:00:00,3,0,1,1,28.7,33.335,74,8.9981,1,15,16
 8372 | 2012-07-10 03:00:00,3,0,1,1,27.88,31.82,79,0,0,3,3
 8373 | 2012-07-10 04:00:00,3,0,1,1,27.88,31.82,79,8.9981,0,4,4
 8374 | 2012-07-10 05:00:00,3,0,1,1,27.06,30.305,83,8.9981,3,39,42
 8375 | 2012-07-10 06:00:00,3,0,1,2,27.88,31.82,79,7.0015,4,183,187
 8376 | 2012-07-10 07:00:00,3,0,1,2,28.7,33.335,74,7.0015,31,489,520
 8377 | 2012-07-10 08:00:00,3,0,1,1,29.52,34.85,74,8.9981,34,615,649
 8378 | 2012-07-10 09:00:00,3,0,1,1,30.34,34.85,66,8.9981,47,284,331
 8379 | 2012-07-10 10:00:00,3,0,1,1,31.16,35.605,62,12.998,56,134,190
 8380 | 2012-07-10 11:00:00,3,0,1,1,32.8,36.365,46,12.998,92,157,249
 8381 | 2012-07-10 12:00:00,3,0,1,1,32.8,35.605,41,8.9981,69,203,272
 8382 | 2012-07-10 13:00:00,3,0,1,1,33.62,36.365,38,12.998,77,203,280
 8383 | 2012-07-10 14:00:00,3,0,1,1,33.62,36.365,38,11.0014,71,171,242
 8384 | 2012-07-10 15:00:00,3,0,1,1,32.8,35.605,41,15.0013,77,188,265
 8385 | 2012-07-10 16:00:00,3,0,1,1,32.8,36.365,43,15.0013,89,346,435
 8386 | 2012-07-10 17:00:00,3,0,1,1,31.98,35.605,49,12.998,103,769,872
 8387 | 2012-07-10 18:00:00,3,0,1,3,28.7,33.335,74,15.0013,70,749,819
 8388 | 2012-07-10 19:00:00,3,0,1,3,28.7,33.335,74,15.0013,55,359,414
 8389 | 2012-07-10 20:00:00,3,0,1,3,26.24,28.79,83,15.0013,9,75,84
 8390 | 2012-07-10 21:00:00,3,0,1,3,26.24,28.79,89,7.0015,7,83,90
 8391 | 2012-07-10 22:00:00,3,0,1,2,26.24,28.79,83,8.9981,14,125,139
 8392 | 2012-07-10 23:00:00,3,0,1,2,26.24,28.79,89,7.0015,29,74,103
 8393 | 2012-07-11 00:00:00,3,0,1,2,27.06,30.305,83,8.9981,6,38,44
 8394 | 2012-07-11 01:00:00,3,0,1,1,26.24,28.79,89,0,3,11,14
 8395 | 2012-07-11 02:00:00,3,0,1,1,26.24,28.79,89,0,0,5,5
 8396 | 2012-07-11 03:00:00,3,0,1,1,26.24,28.79,89,8.9981,0,5,5
 8397 | 2012-07-11 04:00:00,3,0,1,1,26.24,28.79,89,8.9981,1,6,7
 8398 | 2012-07-11 05:00:00,3,0,1,1,26.24,28.79,89,0,5,36,41
 8399 | 2012-07-11 06:00:00,3,0,1,1,26.24,28.79,89,8.9981,17,168,185
 8400 | 2012-07-11 07:00:00,3,0,1,2,27.06,30.305,83,7.0015,26,471,497
 8401 | 2012-07-11 08:00:00,3,0,1,2,27.88,31.82,79,11.0014,30,644,674
 8402 | 2012-07-11 09:00:00,3,0,1,2,28.7,33.335,74,8.9981,30,298,328
 8403 | 2012-07-11 10:00:00,3,0,1,2,29.52,34.09,62,8.9981,47,148,195
 8404 | 2012-07-11 11:00:00,3,0,1,2,31.16,35.605,58,8.9981,56,173,229
 8405 | 2012-07-11 12:00:00,3,0,1,2,31.98,34.85,43,0,69,223,292
 8406 | 2012-07-11 13:00:00,3,0,1,2,32.8,35.605,42,11.0014,65,208,273
 8407 | 2012-07-11 14:00:00,3,0,1,1,32.8,35.605,41,15.0013,66,175,241
 8408 | 2012-07-11 15:00:00,3,0,1,1,32.8,35.605,41,16.9979,56,220,276
 8409 | 2012-07-11 16:00:00,3,0,1,1,32.8,35.605,38,12.998,53,358,411
 8410 | 2012-07-11 17:00:00,3,0,1,1,32.8,34.85,31,15.0013,90,740,830
 8411 | 2012-07-11 18:00:00,3,0,1,1,31.98,34.09,38,16.9979,79,735,814
 8412 | 2012-07-11 19:00:00,3,0,1,1,30.34,33.335,48,15.0013,73,560,633
 8413 | 2012-07-11 20:00:00,3,0,1,1,30.34,33.335,51,11.0014,73,410,483
 8414 | 2012-07-11 21:00:00,3,0,1,1,29.52,33.335,58,15.0013,69,322,391
 8415 | 2012-07-11 22:00:00,3,0,1,1,29.52,33.335,58,16.9979,41,203,244
 8416 | 2012-07-11 23:00:00,3,0,1,2,28.7,32.575,58,16.9979,20,132,152
 8417 | 2012-07-12 00:00:00,3,0,1,2,27.88,31.82,61,0,1,55,56
 8418 | 2012-07-12 01:00:00,3,0,1,2,27.06,31.06,61,0,0,21,21
 8419 | 2012-07-12 02:00:00,3,0,1,2,27.06,31.06,65,6.0032,0,9,9
 8420 | 2012-07-12 03:00:00,3,0,1,1,26.24,30.305,69,7.0015,0,10,10
 8421 | 2012-07-12 04:00:00,3,0,1,1,26.24,30.305,73,7.0015,0,5,5
 8422 | 2012-07-12 05:00:00,3,0,1,1,25.42,29.545,73,7.0015,4,40,44
 8423 | 2012-07-12 06:00:00,3,0,1,1,26.24,30.305,73,6.0032,7,171,178
 8424 | 2012-07-12 07:00:00,3,0,1,1,26.24,30.305,73,8.9981,32,480,512
 8425 | 2012-07-12 08:00:00,3,0,1,1,27.88,31.82,65,8.9981,49,653,702
 8426 | 2012-07-12 09:00:00,3,0,1,1,29.52,33.335,58,7.0015,42,285,327
 8427 | 2012-07-12 10:00:00,3,0,1,1,30.34,33.335,48,11.0014,69,145,214
 8428 | 2012-07-12 11:00:00,3,0,1,1,31.16,34.09,45,7.0015,49,166,215
 8429 | 2012-07-12 12:00:00,3,0,1,1,31.98,34.09,35,8.9981,71,221,292
 8430 | 2012-07-12 13:00:00,3,0,1,1,32.8,34.85,33,15.0013,52,225,277
 8431 | 2012-07-12 14:00:00,3,0,1,1,31.98,34.09,33,15.0013,42,167,209
 8432 | 2012-07-12 15:00:00,3,0,1,1,32.8,35.605,36,12.998,63,208,271
 8433 | 2012-07-12 16:00:00,3,0,1,1,32.8,35.605,36,12.998,69,370,439
 8434 | 2012-07-12 17:00:00,3,0,1,1,31.16,34.09,43,15.0013,91,704,795
 8435 | 2012-07-12 18:00:00,3,0,1,1,31.16,34.09,45,8.9981,86,739,825
 8436 | 2012-07-12 19:00:00,3,0,1,1,30.34,33.335,48,15.0013,97,532,629
 8437 | 2012-07-12 20:00:00,3,0,1,1,30.34,33.335,48,15.0013,75,439,514
 8438 | 2012-07-12 21:00:00,3,0,1,1,29.52,33.335,48,15.0013,44,329,373
 8439 | 2012-07-12 22:00:00,3,0,1,1,29.52,33.335,51,11.0014,56,262,318
 8440 | 2012-07-12 23:00:00,3,0,1,2,28.7,32.575,51,15.0013,33,178,211
 8441 | 2012-07-13 00:00:00,3,0,1,2,28.7,32.575,54,11.0014,19,76,95
 8442 | 2012-07-13 01:00:00,3,0,1,2,27.88,31.82,54,7.0015,17,42,59
 8443 | 2012-07-13 02:00:00,3,0,1,2,27.06,31.06,61,6.0032,2,15,17
 8444 | 2012-07-13 03:00:00,3,0,1,2,27.88,31.82,61,0,2,7,9
 8445 | 2012-07-13 04:00:00,3,0,1,2,27.06,31.06,61,0,0,11,11
 8446 | 2012-07-13 05:00:00,3,0,1,2,27.06,31.82,56,6.0032,4,30,34
 8447 | 2012-07-13 06:00:00,3,0,1,2,28.7,32.575,54,0,7,120,127
 8448 | 2012-07-13 07:00:00,3,0,1,2,28.7,32.575,54,0,27,353,380
 8449 | 2012-07-13 08:00:00,3,0,1,2,28.7,32.575,54,0,53,660,713
 8450 | 2012-07-13 09:00:00,3,0,1,2,29.52,33.335,51,0,70,344,414
 8451 | 2012-07-13 10:00:00,3,0,1,2,30.34,33.335,48,0,78,190,268
 8452 | 2012-07-13 11:00:00,3,0,1,2,31.16,34.09,45,8.9981,68,220,288
 8453 | 2012-07-13 12:00:00,3,0,1,2,31.16,34.09,40,7.0015,125,254,379
 8454 | 2012-07-13 13:00:00,3,0,1,2,32.8,35.605,38,8.9981,100,274,374
 8455 | 2012-07-13 14:00:00,3,0,1,2,32.8,35.605,38,0,120,249,369
 8456 | 2012-07-13 15:00:00,3,0,1,2,32.8,35.605,36,7.0015,92,261,353
 8457 | 2012-07-13 16:00:00,3,0,1,2,32.8,35.605,36,15.0013,111,381,492
 8458 | 2012-07-13 17:00:00,3,0,1,2,32.8,35.605,36,11.0014,138,697,835
 8459 | 2012-07-13 18:00:00,3,0,1,1,31.98,34.85,46,12.998,108,523,631
 8460 | 2012-07-13 19:00:00,3,0,1,1,30.34,33.335,51,11.0014,103,385,488
 8461 | 2012-07-13 20:00:00,3,0,1,1,30.34,33.335,48,8.9981,95,294,389
 8462 | 2012-07-13 21:00:00,3,0,1,1,29.52,33.335,54,0,76,223,299
 8463 | 2012-07-13 22:00:00,3,0,1,1,30.34,33.335,45,0,59,204,263
 8464 | 2012-07-13 23:00:00,3,0,1,2,29.52,32.575,45,8.9981,37,175,212
 8465 | 2012-07-14 00:00:00,3,0,0,2,29.52,33.335,48,6.0032,35,156,191
 8466 | 2012-07-14 01:00:00,3,0,0,2,28.7,32.575,51,7.0015,13,105,118
 8467 | 2012-07-14 02:00:00,3,0,0,2,28.7,32.575,54,7.0015,10,91,101
 8468 | 2012-07-14 03:00:00,3,0,0,2,28.7,32.575,54,7.0015,9,31,40
 8469 | 2012-07-14 04:00:00,3,0,0,3,27.06,31.06,61,7.0015,3,6,9
 8470 | 2012-07-14 05:00:00,3,0,0,2,26.24,30.305,73,7.0015,0,5,5
 8471 | 2012-07-14 06:00:00,3,0,0,2,26.24,29.545,78,6.0032,6,29,35
 8472 | 2012-07-14 07:00:00,3,0,0,1,26.24,29.545,78,19.0012,7,41,48
 8473 | 2012-07-14 08:00:00,3,0,0,1,25.42,29.545,78,19.0012,33,118,151
 8474 | 2012-07-14 09:00:00,3,0,0,1,27.06,31.06,74,12.998,82,200,282
 8475 | 2012-07-14 10:00:00,3,0,0,2,29.52,34.09,70,6.0032,123,278,401
 8476 | 2012-07-14 11:00:00,3,0,0,2,29.52,34.09,70,7.0015,143,296,439
 8477 | 2012-07-14 12:00:00,3,0,0,2,30.34,34.85,66,6.0032,181,318,499
 8478 | 2012-07-14 13:00:00,3,0,0,2,31.16,35.605,62,6.0032,219,372,591
 8479 | 2012-07-14 14:00:00,3,0,0,1,32.8,37.88,55,7.0015,269,363,632
 8480 | 2012-07-14 15:00:00,3,0,0,1,32.8,37.88,55,11.0014,243,317,560
 8481 | 2012-07-14 16:00:00,3,0,0,2,29.52,34.85,79,23.9994,226,340,566
 8482 | 2012-07-14 17:00:00,3,0,0,3,28.7,33.335,79,11.0014,199,259,458
 8483 | 2012-07-14 18:00:00,3,0,0,1,29.52,34.85,79,8.9981,108,243,351
 8484 | 2012-07-14 19:00:00,3,0,0,1,29.52,35.605,84,6.0032,156,275,431
 8485 | 2012-07-14 20:00:00,3,0,0,1,29.52,35.605,84,6.0032,101,255,356
 8486 | 2012-07-14 21:00:00,3,0,0,1,28.7,33.335,84,15.0013,69,200,269
 8487 | 2012-07-14 22:00:00,3,0,0,1,28.7,33.335,79,12.998,65,160,225
 8488 | 2012-07-14 23:00:00,3,0,0,2,27.88,31.82,83,6.0032,55,156,211
 8489 | 2012-07-15 00:00:00,3,0,0,1,27.88,31.82,89,11.0014,40,147,187
 8490 | 2012-07-15 01:00:00,3,0,0,2,27.88,31.82,89,8.9981,49,119,168
 8491 | 2012-07-15 02:00:00,3,0,0,2,27.88,31.82,89,11.0014,29,86,115
 8492 | 2012-07-15 03:00:00,3,0,0,2,27.88,31.82,89,11.0014,15,42,57
 8493 | 2012-07-15 04:00:00,3,0,0,2,27.88,31.82,89,7.0015,8,11,19
 8494 | 2012-07-15 05:00:00,3,0,0,1,27.88,31.82,89,8.9981,2,7,9
 8495 | 2012-07-15 06:00:00,3,0,0,1,27.88,31.82,83,8.9981,6,9,15
 8496 | 2012-07-15 07:00:00,3,0,0,1,28.7,33.335,79,6.0032,17,30,47
 8497 | 2012-07-15 08:00:00,3,0,0,2,28.7,33.335,84,8.9981,37,96,133
 8498 | 2012-07-15 09:00:00,3,0,0,2,29.52,34.85,79,0,58,163,221
 8499 | 2012-07-15 10:00:00,3,0,0,1,31.16,36.365,66,8.9981,141,241,382
 8500 | 2012-07-15 11:00:00,3,0,0,1,33.62,38.635,52,11.0014,170,281,451
 8501 | 2012-07-15 12:00:00,3,0,0,1,34.44,38.635,47,7.0015,153,336,489
 8502 | 2012-07-15 13:00:00,3,0,0,1,35.26,39.395,41,7.0015,171,309,480
 8503 | 2012-07-15 14:00:00,3,0,0,1,36.9,40.91,37,16.9979,162,314,476
 8504 | 2012-07-15 15:00:00,3,0,0,1,35.26,40.15,47,8.9981,182,307,489
 8505 | 2012-07-15 16:00:00,3,0,0,1,35.26,39.395,41,15.0013,152,343,495
 8506 | 2012-07-15 17:00:00,3,0,0,1,32.8,38.635,59,32.9975,122,314,436
 8507 | 2012-07-15 18:00:00,3,0,0,3,29.52,34.85,79,23.9994,84,228,312
 8508 | 2012-07-15 19:00:00,3,0,0,1,29.52,35.605,84,15.0013,109,203,312
 8509 | 2012-07-15 20:00:00,3,0,0,1,29.52,34.85,79,16.9979,95,199,294
 8510 | 2012-07-15 21:00:00,3,0,0,1,29.52,34.85,79,6.0032,59,164,223
 8511 | 2012-07-15 22:00:00,3,0,0,1,29.52,34.85,74,7.0015,34,96,130
 8512 | 2012-07-15 23:00:00,3,0,0,1,29.52,34.85,79,8.9981,25,66,91
 8513 | 2012-07-16 00:00:00,3,0,1,3,29.52,34.85,79,7.0015,11,32,43
 8514 | 2012-07-16 01:00:00,3,0,1,2,28.7,33.335,74,12.998,1,10,11
 8515 | 2012-07-16 02:00:00,3,0,1,1,28.7,33.335,74,7.0015,4,11,15
 8516 | 2012-07-16 03:00:00,3,0,1,1,27.88,31.82,79,6.0032,2,4,6
 8517 | 2012-07-16 04:00:00,3,0,1,1,27.88,31.82,79,7.0015,1,11,12
 8518 | 2012-07-16 05:00:00,3,0,1,1,27.06,30.305,78,7.0015,10,40,50
 8519 | 2012-07-16 06:00:00,3,0,1,1,27.88,31.82,79,8.9981,8,132,140
 8520 | 2012-07-16 07:00:00,3,0,1,1,29.52,34.09,70,6.0032,24,459,483
 8521 | 2012-07-16 08:00:00,3,0,1,1,30.34,34.85,66,7.0015,48,619,667
 8522 | 2012-07-16 09:00:00,3,0,1,1,31.16,35.605,62,11.0014,51,297,348
 8523 | 2012-07-16 10:00:00,3,0,1,1,32.8,38.635,59,0,69,117,186
 8524 | 2012-07-16 11:00:00,3,0,1,1,34.44,40.15,53,15.0013,57,125,182
 8525 | 2012-07-16 12:00:00,3,0,1,1,34.44,39.395,49,8.9981,79,158,237
 8526 | 2012-07-16 13:00:00,3,0,1,1,34.44,39.395,49,19.0012,63,176,239
 8527 | 2012-07-16 14:00:00,3,0,1,1,36.08,40.91,42,7.0015,53,159,212
 8528 | 2012-07-16 15:00:00,3,0,1,1,35.26,40.15,47,16.9979,61,176,237
 8529 | 2012-07-16 16:00:00,3,0,1,3,31.16,36.365,66,39.0007,77,309,386
 8530 | 2012-07-16 17:00:00,3,0,1,3,31.16,36.365,66,39.0007,86,669,755
 8531 | 2012-07-16 18:00:00,3,0,1,1,34.44,40.15,53,0,97,697,794
 8532 | 2012-07-16 19:00:00,3,0,1,1,32.8,39.395,63,8.9981,92,503,595
 8533 | 2012-07-16 20:00:00,3,0,1,1,32.8,38.635,59,8.9981,66,388,454
 8534 | 2012-07-16 21:00:00,3,0,1,1,31.16,36.365,66,8.9981,45,283,328
 8535 | 2012-07-16 22:00:00,3,0,1,1,31.16,35.605,62,6.0032,56,228,284
 8536 | 2012-07-16 23:00:00,3,0,1,1,30.34,35.605,74,6.0032,27,139,166
 8537 | 2012-07-17 00:00:00,3,0,1,1,29.52,35.605,84,7.0015,10,43,53
 8538 | 2012-07-17 01:00:00,3,0,1,1,30.34,34.85,70,0,4,21,25
 8539 | 2012-07-17 02:00:00,3,0,1,1,29.52,34.09,70,6.0032,1,6,7
 8540 | 2012-07-17 03:00:00,3,0,1,1,29.52,34.09,66,0,0,3,3
 8541 | 2012-07-17 04:00:00,3,0,1,1,29.52,34.09,62,0,0,7,7
 8542 | 2012-07-17 05:00:00,3,0,1,1,27.88,31.82,74,6.0032,7,31,38
 8543 | 2012-07-17 06:00:00,3,0,1,1,29.52,34.09,66,7.0015,16,197,213
 8544 | 2012-07-17 07:00:00,3,0,1,2,30.34,34.85,70,0,26,500,526
 8545 | 2012-07-17 08:00:00,3,0,1,2,32.8,37.88,55,0,43,618,661
 8546 | 2012-07-17 09:00:00,3,0,1,2,33.62,38.635,49,15.0013,32,288,320
 8547 | 2012-07-17 10:00:00,3,0,1,2,34.44,39.395,49,12.998,37,122,159
 8548 | 2012-07-17 11:00:00,3,0,1,2,35.26,40.15,47,0,60,146,206
 8549 | 2012-07-17 12:00:00,3,0,1,2,36.9,40.91,35,0,80,174,254
 8550 | 2012-07-17 13:00:00,3,0,1,1,37.72,40.91,31,12.998,53,168,221
 8551 | 2012-07-17 14:00:00,3,0,1,1,38.54,41.665,29,16.9979,54,160,214
 8552 | 2012-07-17 15:00:00,3,0,1,1,37.72,40.91,31,11.0014,57,187,244
 8553 | 2012-07-17 16:00:00,3,0,1,1,37.72,40.91,29,11.0014,64,317,381
 8554 | 2012-07-17 17:00:00,3,0,1,1,37.72,40.91,29,0,95,675,770
 8555 | 2012-07-17 18:00:00,3,0,1,1,36.9,40.15,33,12.998,60,712,772
 8556 | 2012-07-17 19:00:00,3,0,1,1,36.08,39.395,35,16.9979,69,478,547
 8557 | 2012-07-17 20:00:00,3,0,1,1,35.26,37.88,34,11.0014,52,375,427
 8558 | 2012-07-17 21:00:00,3,0,1,1,33.62,38.635,52,8.9981,50,283,333
 8559 | 2012-07-17 22:00:00,3,0,1,1,32.8,37.88,55,15.0013,29,215,244
 8560 | 2012-07-17 23:00:00,3,0,1,1,31.98,37.12,59,12.998,22,139,161
 8561 | 2012-07-18 00:00:00,3,0,1,1,31.16,36.365,66,11.0014,8,45,53
 8562 | 2012-07-18 01:00:00,3,0,1,1,31.16,36.365,66,7.0015,2,14,16
 8563 | 2012-07-18 02:00:00,3,0,1,1,30.34,34.85,66,8.9981,3,5,8
 8564 | 2012-07-18 03:00:00,3,0,1,1,30.34,34.85,66,8.9981,2,2,4
 8565 | 2012-07-18 04:00:00,3,0,1,1,29.52,34.09,70,8.9981,0,6,6
 8566 | 2012-07-18 05:00:00,3,0,1,1,29.52,34.09,70,11.0014,5,41,46
 8567 | 2012-07-18 06:00:00,3,0,1,1,29.52,34.09,70,11.0014,10,152,162
 8568 | 2012-07-18 07:00:00,3,0,1,1,30.34,34.85,66,11.0014,23,472,495
 8569 | 2012-07-18 08:00:00,3,0,1,1,31.98,37.12,62,7.0015,55,624,679
 8570 | 2012-07-18 09:00:00,3,0,1,1,33.62,39.395,56,0,44,253,297
 8571 | 2012-07-18 10:00:00,3,0,1,1,36.9,42.425,42,12.998,39,99,138
 8572 | 2012-07-18 11:00:00,3,0,1,1,36.9,42.425,42,0,47,136,183
 8573 | 2012-07-18 12:00:00,3,0,1,1,37.72,43.18,37,8.9981,36,166,202
 8574 | 2012-07-18 13:00:00,3,0,1,1,38.54,42.425,33,0,49,154,203
 8575 | 2012-07-18 14:00:00,3,0,1,1,38.54,43.94,38,22.0028,54,116,170
 8576 | 2012-07-18 15:00:00,3,0,1,3,37.72,42.425,35,23.9994,42,152,194
 8577 | 2012-07-18 16:00:00,3,0,1,1,30.34,34.85,66,16.9979,34,190,224
 8578 | 2012-07-18 17:00:00,3,0,1,1,30.34,34.85,70,16.9979,35,335,370
 8579 | 2012-07-18 18:00:00,3,0,1,2,31.16,35.605,62,8.9981,63,580,643
 8580 | 2012-07-18 19:00:00,3,0,1,2,31.16,35.605,62,7.0015,78,438,516
 8581 | 2012-07-18 20:00:00,3,0,1,1,30.34,34.09,62,6.0032,56,310,366
 8582 | 2012-07-18 21:00:00,3,0,1,1,31.16,35.605,62,0,53,266,319
 8583 | 2012-07-18 22:00:00,3,0,1,1,31.16,35.605,58,6.0032,42,246,288
 8584 | 2012-07-18 23:00:00,3,0,1,1,31.16,35.605,58,6.0032,19,112,131
 8585 | 2012-07-19 00:00:00,3,0,1,1,30.34,34.85,66,6.0032,16,50,66
 8586 | 2012-07-19 01:00:00,3,0,1,1,30.34,34.85,66,6.0032,6,19,25
 8587 | 2012-07-19 02:00:00,3,0,1,1,29.52,34.09,70,12.998,0,7,7
 8588 | 2012-07-19 03:00:00,3,0,1,1,29.52,34.09,70,7.0015,1,4,5
 8589 | 2012-07-19 04:00:00,3,0,1,1,29.52,34.09,70,7.0015,0,8,8
 8590 | 2012-07-19 05:00:00,3,0,1,2,29.52,34.09,70,7.0015,5,35,40
 8591 | 2012-07-19 06:00:00,3,0,1,1,29.52,34.09,66,8.9981,8,144,152
 8592 | 2012-07-19 07:00:00,3,0,1,1,30.34,34.09,58,19.0012,23,450,473
 8593 | 2012-07-19 08:00:00,3,0,1,1,31.16,35.605,58,16.9979,32,625,657
 8594 | 2012-07-19 09:00:00,3,0,1,2,31.16,35.605,58,19.0012,36,282,318
 8595 | 2012-07-19 10:00:00,3,0,1,1,31.16,35.605,58,12.998,41,157,198
 8596 | 2012-07-19 11:00:00,3,0,1,1,32.8,37.88,55,7.0015,54,162,216
 8597 | 2012-07-19 12:00:00,3,0,1,1,34.44,39.395,49,19.0012,59,215,274
 8598 | 2012-07-19 13:00:00,3,0,1,1,34.44,38.635,47,8.9981,74,180,254
 8599 | 2012-07-19 14:00:00,3,0,1,1,35.26,39.395,44,6.0032,46,151,197
 8600 | 2012-07-19 15:00:00,3,0,1,1,34.44,38.635,47,6.0032,66,226,292
 8601 | 2012-07-19 16:00:00,3,0,1,1,34.44,38.635,47,6.0032,70,288,358
 8602 | 2012-07-19 17:00:00,3,0,1,1,35.26,39.395,41,0,93,678,771
 8603 | 2012-07-19 18:00:00,3,0,1,1,35.26,39.395,41,12.998,93,684,777
 8604 | 2012-07-19 19:00:00,3,0,1,1,34.44,37.88,44,16.9979,53,480,533
 8605 | 2012-07-19 20:00:00,3,0,1,1,33.62,38.635,49,11.0014,65,440,505
 8606 | 2012-07-19 21:00:00,3,0,1,3,27.06,29.545,89,16.9979,38,294,332
 8607 | 2012-07-19 22:00:00,3,0,1,3,27.06,29.545,89,16.9979,6,62,68
 8608 | 2012-07-19 23:00:00,3,0,1,3,27.06,29.545,89,15.0013,3,62,65
 8609 | 2012-08-01 00:00:00,3,0,1,1,27.88,31.82,79,11.0014,3,44,47
 8610 | 2012-08-01 01:00:00,3,0,1,1,27.06,30.305,83,6.0032,5,28,33
 8611 | 2012-08-01 02:00:00,3,0,1,1,26.24,28.79,83,7.0015,0,13,13
 8612 | 2012-08-01 03:00:00,3,0,1,1,26.24,28.79,83,7.0015,0,7,7
 8613 | 2012-08-01 04:00:00,3,0,1,2,26.24,29.545,78,8.9981,1,3,4
 8614 | 2012-08-01 05:00:00,3,0,1,2,26.24,29.545,78,8.9981,3,46,49
 8615 | 2012-08-01 06:00:00,3,0,1,1,26.24,29.545,78,8.9981,6,179,185
 8616 | 2012-08-01 07:00:00,3,0,1,2,26.24,28.79,83,8.9981,19,468,487
 8617 | 2012-08-01 08:00:00,3,0,1,2,27.06,30.305,78,12.998,32,649,681
 8618 | 2012-08-01 09:00:00,3,0,1,2,27.88,31.82,74,6.0032,34,316,350
 8619 | 2012-08-01 10:00:00,3,0,1,1,29.52,34.09,66,6.0032,61,175,236
 8620 | 2012-08-01 11:00:00,3,0,1,1,31.16,35.605,58,6.0032,54,180,234
 8621 | 2012-08-01 12:00:00,3,0,1,1,32.8,37.12,49,7.0015,75,209,284
 8622 | 2012-08-01 13:00:00,3,0,1,1,32.8,37.12,52,11.0014,59,221,280
 8623 | 2012-08-01 14:00:00,3,0,1,1,33.62,37.88,46,11.0014,88,175,263
 8624 | 2012-08-01 15:00:00,3,0,1,1,33.62,37.88,46,11.0014,89,206,295
 8625 | 2012-08-01 16:00:00,3,0,1,1,32.8,37.88,55,19.0012,93,386,479
 8626 | 2012-08-01 17:00:00,3,0,1,1,32.8,37.12,49,11.0014,103,734,837
 8627 | 2012-08-01 18:00:00,3,0,1,3,31.16,35.605,62,15.0013,105,786,891
 8628 | 2012-08-01 19:00:00,3,0,1,1,30.34,34.85,66,16.9979,88,564,652
 8629 | 2012-08-01 20:00:00,3,0,1,1,30.34,34.85,66,11.0014,65,448,513
 8630 | 2012-08-01 21:00:00,3,0,1,1,29.52,34.09,70,8.9981,36,284,320
 8631 | 2012-08-01 22:00:00,3,0,1,1,29.52,34.09,70,7.0015,37,251,288
 8632 | 2012-08-01 23:00:00,3,0,1,1,28.7,33.335,74,0,18,134,152
 8633 | 2012-08-02 00:00:00,3,0,1,1,28.7,33.335,74,0,8,55,63
 8634 | 2012-08-02 01:00:00,3,0,1,1,27.88,31.82,79,7.0015,6,36,42
 8635 | 2012-08-02 02:00:00,3,0,1,1,27.06,30.305,83,6.0032,3,8,11
 8636 | 2012-08-02 03:00:00,3,0,1,1,27.06,30.305,83,0,0,6,6
 8637 | 2012-08-02 04:00:00,3,0,1,1,27.06,30.305,83,0,0,9,9
 8638 | 2012-08-02 05:00:00,3,0,1,1,27.06,29.545,89,8.9981,4,37,41
 8639 | 2012-08-02 06:00:00,3,0,1,1,27.06,30.305,83,0,6,177,183
 8640 | 2012-08-02 07:00:00,3,0,1,1,28.7,33.335,79,0,21,452,473
 8641 | 2012-08-02 08:00:00,3,0,1,1,29.52,34.85,74,7.0015,21,718,739
 8642 | 2012-08-02 09:00:00,3,0,1,1,31.16,36.365,66,7.0015,31,312,343
 8643 | 2012-08-02 10:00:00,3,0,1,1,32.8,37.88,55,0,51,130,181
 8644 | 2012-08-02 11:00:00,3,0,1,1,33.62,38.635,52,7.0015,59,167,226
 8645 | 2012-08-02 12:00:00,3,0,1,1,34.44,37.88,44,8.9981,56,230,286
 8646 | 2012-08-02 13:00:00,3,0,1,1,35.26,39.395,44,15.0013,98,212,310
 8647 | 2012-08-02 14:00:00,3,0,1,1,35.26,39.395,41,8.9981,54,171,225
 8648 | 2012-08-02 15:00:00,3,0,1,1,31.98,37.12,62,31.0009,68,202,270
 8649 | 2012-08-02 16:00:00,3,0,1,1,33.62,37.88,46,12.998,71,335,406
 8650 | 2012-08-02 17:00:00,3,0,1,1,33.62,38.635,52,16.9979,90,775,865
 8651 | 2012-08-02 18:00:00,3,0,1,1,32.8,38.635,59,15.0013,86,681,767
 8652 | 2012-08-02 19:00:00,3,0,1,1,32.8,39.395,63,11.0014,98,509,607
 8653 | 2012-08-02 20:00:00,3,0,1,1,31.98,37.88,66,0,51,376,427
 8654 | 2012-08-02 21:00:00,3,0,1,1,31.16,36.365,66,15.0013,41,301,342
 8655 | 2012-08-02 22:00:00,3,0,1,1,30.34,34.85,70,12.998,35,227,262
 8656 | 2012-08-02 23:00:00,3,0,1,1,29.52,34.09,70,16.9979,25,152,177
 8657 | 2012-08-03 00:00:00,3,0,1,1,29.52,34.09,70,12.998,15,56,71
 8658 | 2012-08-03 01:00:00,3,0,1,1,28.7,33.335,74,12.998,11,32,43
 8659 | 2012-08-03 02:00:00,3,0,1,1,27.88,31.82,79,15.0013,0,14,14
 8660 | 2012-08-03 03:00:00,3,0,1,1,27.88,31.82,79,15.0013,1,5,6
 8661 | 2012-08-03 04:00:00,3,0,1,1,27.06,30.305,83,16.9979,1,11,12
 8662 | 2012-08-03 05:00:00,3,0,1,1,27.06,30.305,83,11.0014,2,35,37
 8663 | 2012-08-03 06:00:00,3,0,1,1,27.06,30.305,83,15.0013,5,158,163
 8664 | 2012-08-03 07:00:00,3,0,1,1,28.7,33.335,74,7.0015,25,396,421
 8665 | 2012-08-03 08:00:00,3,0,1,1,29.52,34.09,70,8.9981,32,636,668
 8666 | 2012-08-03 09:00:00,3,0,1,2,30.34,34.85,66,7.0015,69,327,396
 8667 | 2012-08-03 10:00:00,3,0,1,2,32.8,37.12,52,12.998,82,167,249
 8668 | 2012-08-03 11:00:00,3,0,1,2,34.44,39.395,49,19.0012,77,186,263
 8669 | 2012-08-03 12:00:00,3,0,1,2,35.26,40.91,50,19.9995,95,243,338
 8670 | 2012-08-03 13:00:00,3,0,1,2,35.26,40.15,47,19.0012,98,247,345
 8671 | 2012-08-03 14:00:00,3,0,1,2,35.26,39.395,44,16.9979,102,229,331
 8672 | 2012-08-03 15:00:00,3,0,1,1,36.08,40.91,42,16.9979,112,268,380
 8673 | 2012-08-03 16:00:00,3,0,1,2,35.26,39.395,41,15.0013,112,380,492
 8674 | 2012-08-03 17:00:00,3,0,1,2,34.44,40.15,53,19.0012,95,646,741
 8675 | 2012-08-03 18:00:00,3,0,1,2,33.62,40.15,59,16.9979,98,573,671
 8676 | 2012-08-03 19:00:00,3,0,1,2,32.8,39.395,63,15.0013,81,388,469
 8677 | 2012-08-03 20:00:00,3,0,1,2,31.98,37.88,66,15.0013,89,300,389
 8678 | 2012-08-03 21:00:00,3,0,1,2,31.16,36.365,66,12.998,54,224,278
 8679 | 2012-08-03 22:00:00,3,0,1,1,31.16,36.365,70,16.9979,46,156,202
 8680 | 2012-08-03 23:00:00,3,0,1,1,30.34,35.605,79,8.9981,26,170,196
 8681 | 2012-08-04 00:00:00,3,0,0,1,30.34,35.605,79,11.0014,24,137,161
 8682 | 2012-08-04 01:00:00,3,0,0,1,29.52,35.605,84,12.998,23,99,122
 8683 | 2012-08-04 02:00:00,3,0,0,1,29.52,35.605,84,8.9981,20,64,84
 8684 | 2012-08-04 03:00:00,3,0,0,1,29.52,35.605,84,8.9981,11,19,30
 8685 | 2012-08-04 04:00:00,3,0,0,1,29.52,34.85,79,12.998,2,11,13
 8686 | 2012-08-04 05:00:00,3,0,0,1,28.7,33.335,84,15.0013,1,16,17
 8687 | 2012-08-04 06:00:00,3,0,0,1,28.7,33.335,84,15.0013,12,37,49
 8688 | 2012-08-04 07:00:00,3,0,0,1,29.52,34.85,77,11.0014,18,49,67
 8689 | 2012-08-04 08:00:00,3,0,0,1,30.34,36.365,72,12.998,49,132,181
 8690 | 2012-08-04 09:00:00,3,0,0,1,31.98,37.88,65,15.0013,61,217,278
 8691 | 2012-08-04 10:00:00,3,0,0,1,33.62,38.635,57,12.998,108,288,396
 8692 | 2012-08-04 11:00:00,3,0,0,1,35.26,40.15,47,16.9979,155,315,470
 8693 | 2012-08-04 12:00:00,3,0,0,1,35.26,39.395,40,23.9994,222,325,547
 8694 | 2012-08-04 13:00:00,3,0,0,1,36.08,40.91,42,19.9995,195,332,527
 8695 | 2012-08-04 14:00:00,3,0,0,1,36.08,40.15,40,26.0027,183,289,472
 8696 | 2012-08-04 15:00:00,3,0,0,1,36.08,40.91,42,27.9993,205,284,489
 8697 | 2012-08-04 16:00:00,3,0,0,1,36.9,40.91,39,19.9995,197,253,450
 8698 | 2012-08-04 17:00:00,3,0,0,1,36.08,39.395,37,19.9995,179,313,492
 8699 | 2012-08-04 18:00:00,3,0,0,1,35.26,39.395,41,22.0028,169,321,490
 8700 | 2012-08-04 19:00:00,3,0,0,1,33.62,38.635,52,23.9994,133,264,397
 8701 | 2012-08-04 20:00:00,3,0,0,1,33.62,38.635,52,19.9995,117,195,312
 8702 | 2012-08-04 21:00:00,3,0,0,1,32.8,38.635,59,16.9979,96,193,289
 8703 | 2012-08-04 22:00:00,3,0,0,1,31.16,36.365,66,19.0012,104,165,269
 8704 | 2012-08-04 23:00:00,3,0,0,1,31.16,36.365,66,19.9995,61,161,222
 8705 | 2012-08-05 00:00:00,3,0,0,1,30.34,34.85,70,19.0012,32,121,153
 8706 | 2012-08-05 01:00:00,3,0,0,1,30.34,34.85,70,16.9979,8,79,87
 8707 | 2012-08-05 02:00:00,3,0,0,1,30.34,34.85,70,19.9995,5,68,73
 8708 | 2012-08-05 03:00:00,3,0,0,1,29.52,34.85,74,16.9979,9,32,41
 8709 | 2012-08-05 04:00:00,3,0,0,1,29.52,34.85,74,16.9979,3,11,14
 8710 | 2012-08-05 05:00:00,3,0,0,1,29.52,34.85,74,16.9979,1,18,19
 8711 | 2012-08-05 06:00:00,3,0,0,1,29.52,34.85,79,16.9979,7,12,19
 8712 | 2012-08-05 07:00:00,3,0,0,1,30.34,35.605,74,19.9995,18,50,68
 8713 | 2012-08-05 08:00:00,3,0,0,1,31.16,36.365,66,22.0028,27,81,108
 8714 | 2012-08-05 09:00:00,3,0,0,1,32.8,38.635,59,23.9994,61,168,229
 8715 | 2012-08-05 10:00:00,3,0,0,1,32.8,38.635,59,27.9993,111,253,364
 8716 | 2012-08-05 11:00:00,3,0,0,1,33.62,39.395,56,27.9993,155,282,437
 8717 | 2012-08-05 12:00:00,3,0,0,1,35.26,40.15,47,35.0008,161,330,491
 8718 | 2012-08-05 13:00:00,3,0,0,1,36.08,40.91,44,31.0009,208,315,523
 8719 | 2012-08-05 14:00:00,3,0,0,1,36.9,42.425,42,31.0009,161,365,526
 8720 | 2012-08-05 15:00:00,3,0,0,1,36.9,40.91,37,35.0008,164,286,450
 8721 | 2012-08-05 16:00:00,3,0,0,1,33.62,37.88,46,16.9979,143,278,421
 8722 | 2012-08-05 17:00:00,3,0,0,1,33.62,37.88,46,16.9979,122,260,382
 8723 | 2012-08-05 18:00:00,3,0,0,3,28.7,33.335,74,8.9981,75,154,229
 8724 | 2012-08-05 19:00:00,3,0,0,1,28.7,33.335,84,15.0013,46,139,185
 8725 | 2012-08-05 20:00:00,3,0,0,1,28.7,33.335,84,7.0015,53,140,193
 8726 | 2012-08-05 21:00:00,3,0,0,1,29.52,34.85,79,7.0015,51,157,208
 8727 | 2012-08-05 22:00:00,3,0,0,1,29.52,34.85,79,6.0032,57,100,157
 8728 | 2012-08-05 23:00:00,3,0,0,2,29.52,34.85,79,11.0014,29,58,87
 8729 | 2012-08-06 00:00:00,3,0,1,2,29.52,34.85,79,0,9,24,33
 8730 | 2012-08-06 01:00:00,3,0,1,1,29.52,34.85,79,6.0032,1,10,11
 8731 | 2012-08-06 02:00:00,3,0,1,2,29.52,34.85,79,8.9981,0,5,5
 8732 | 2012-08-06 03:00:00,3,0,1,3,29.52,34.85,79,6.0032,0,5,5
 8733 | 2012-08-06 04:00:00,3,0,1,2,29.52,34.85,74,8.9981,3,8,11
 8734 | 2012-08-06 05:00:00,3,0,1,1,28.7,33.335,79,12.998,2,23,25
 8735 | 2012-08-06 06:00:00,3,0,1,2,28.7,33.335,79,15.0013,4,137,141
 8736 | 2012-08-06 07:00:00,3,0,1,3,29.52,34.09,70,12.998,14,393,407
 8737 | 2012-08-06 08:00:00,3,0,1,2,28.7,33.335,79,0,27,578,605
 8738 | 2012-08-06 09:00:00,3,0,1,3,28.7,33.335,79,11.0014,28,248,276
 8739 | 2012-08-06 10:00:00,3,0,1,1,30.34,34.85,70,15.0013,54,159,213
 8740 | 2012-08-06 11:00:00,3,0,1,1,31.16,36.365,66,8.9981,108,152,260
 8741 | 2012-08-06 12:00:00,3,0,1,2,31.98,36.365,55,6.0032,72,213,285
 8742 | 2012-08-06 13:00:00,3,0,1,1,32.8,37.12,49,15.0013,85,204,289
 8743 | 2012-08-06 14:00:00,3,0,1,1,33.62,37.88,46,0,99,188,287
 8744 | 2012-08-06 15:00:00,3,0,1,1,33.62,37.88,46,8.9981,91,183,274
 8745 | 2012-08-06 16:00:00,3,0,1,1,34.44,37.88,41,7.0015,88,363,451
 8746 | 2012-08-06 17:00:00,3,0,1,1,33.62,37.12,41,0,112,746,858
 8747 | 2012-08-06 18:00:00,3,0,1,1,33.62,37.12,41,8.9981,100,743,843
 8748 | 2012-08-06 19:00:00,3,0,1,1,31.98,37.12,59,12.998,109,531,640
 8749 | 2012-08-06 20:00:00,3,0,1,1,31.16,36.365,66,11.0014,89,368,457
 8750 | 2012-08-06 21:00:00,3,0,1,1,30.34,34.85,70,12.998,72,245,317
 8751 | 2012-08-06 22:00:00,3,0,1,1,30.34,34.85,70,6.0032,50,157,207
 8752 | 2012-08-06 23:00:00,3,0,1,1,29.52,34.85,74,12.998,16,97,113
 8753 | 2012-08-07 00:00:00,3,0,1,1,28.7,33.335,84,12.998,15,32,47
 8754 | 2012-08-07 01:00:00,3,0,1,1,28.7,33.335,84,8.9981,2,16,18
 8755 | 2012-08-07 02:00:00,3,0,1,1,28.7,33.335,84,8.9981,6,7,13
 8756 | 2012-08-07 03:00:00,3,0,1,1,28.7,33.335,84,0,0,6,6
 8757 | 2012-08-07 04:00:00,3,0,1,1,27.88,31.82,83,8.9981,2,7,9
 8758 | 2012-08-07 05:00:00,3,0,1,1,28.7,33.335,79,7.0015,3,33,36
 8759 | 2012-08-07 06:00:00,3,0,1,2,28.7,33.335,79,12.998,3,176,179
 8760 | 2012-08-07 07:00:00,3,0,1,2,28.7,33.335,74,8.9981,21,481,502
 8761 | 2012-08-07 08:00:00,3,0,1,2,28.7,32.575,70,11.0014,41,664,705
 8762 | 2012-08-07 09:00:00,3,0,1,2,28.7,33.335,74,8.9981,44,283,327
 8763 | 2012-08-07 10:00:00,3,0,1,2,30.34,34.85,70,8.9981,89,161,250
 8764 | 2012-08-07 11:00:00,3,0,1,2,31.16,36.365,66,6.0032,84,130,214
 8765 | 2012-08-07 12:00:00,3,0,1,2,32.8,37.88,55,8.9981,86,197,283
 8766 | 2012-08-07 13:00:00,3,0,1,2,32.8,37.12,52,12.998,68,185,253
 8767 | 2012-08-07 14:00:00,3,0,1,2,33.62,37.88,46,0,76,185,261
 8768 | 2012-08-07 15:00:00,3,0,1,1,32.8,37.12,52,0,100,206,306
 8769 | 2012-08-07 16:00:00,3,0,1,3,31.16,36.365,66,19.0012,101,344,445
 8770 | 2012-08-07 17:00:00,3,0,1,2,31.98,37.12,62,8.9981,125,743,868
 8771 | 2012-08-07 18:00:00,3,0,1,2,31.16,35.605,62,11.0014,103,711,814
 8772 | 2012-08-07 19:00:00,3,0,1,2,31.16,36.365,66,7.0015,104,506,610
 8773 | 2012-08-07 20:00:00,3,0,1,2,30.34,34.85,70,8.9981,74,374,448
 8774 | 2012-08-07 21:00:00,3,0,1,2,29.52,34.85,74,0,70,247,317
 8775 | 2012-08-07 22:00:00,3,0,1,1,29.52,34.85,74,7.0015,43,181,224
 8776 | 2012-08-07 23:00:00,3,0,1,1,29.52,34.85,79,0,18,120,138
 8777 | 2012-08-08 00:00:00,3,0,1,1,28.7,33.335,84,0,12,46,58
 8778 | 2012-08-08 01:00:00,3,0,1,1,29.52,34.85,79,0,3,20,23
 8779 | 2012-08-08 02:00:00,3,0,1,1,28.7,33.335,84,0,1,5,6
 8780 | 2012-08-08 03:00:00,3,0,1,1,28.7,33.335,84,0,1,6,7
 8781 | 2012-08-08 04:00:00,3,0,1,1,28.7,33.335,84,0,1,6,7
 8782 | 2012-08-08 05:00:00,3,0,1,2,27.88,31.82,89,11.0014,3,40,43
 8783 | 2012-08-08 06:00:00,3,0,1,2,28.7,33.335,84,11.0014,4,169,173
 8784 | 2012-08-08 07:00:00,3,0,1,2,28.7,33.335,84,11.0014,24,458,482
 8785 | 2012-08-08 08:00:00,3,0,1,2,30.34,36.365,72,6.0032,48,689,737
 8786 | 2012-08-08 09:00:00,3,0,1,2,31.16,36.365,66,0,33,308,341
 8787 | 2012-08-08 10:00:00,3,0,1,2,32.8,37.12,52,8.9981,63,151,214
 8788 | 2012-08-08 11:00:00,3,0,1,2,32.8,37.12,52,0,80,159,239
 8789 | 2012-08-08 12:00:00,3,0,1,2,32.8,37.12,52,0,63,217,280
 8790 | 2012-08-08 13:00:00,3,0,1,2,32.8,37.12,52,0,101,212,313
 8791 | 2012-08-08 14:00:00,3,0,1,2,32.8,37.12,52,16.9979,63,173,236
 8792 | 2012-08-08 15:00:00,3,0,1,2,34.44,37.88,44,12.998,110,168,278
 8793 | 2012-08-08 16:00:00,3,0,1,2,32.8,37.12,49,19.0012,113,328,441
 8794 | 2012-08-08 17:00:00,3,0,1,2,32.8,37.88,55,19.0012,107,751,858
 8795 | 2012-08-08 18:00:00,3,0,1,2,31.98,36.365,55,11.0014,117,745,862
 8796 | 2012-08-08 19:00:00,3,0,1,1,31.16,36.365,66,15.0013,119,567,686
 8797 | 2012-08-08 20:00:00,3,0,1,1,30.34,34.85,66,12.998,76,424,500
 8798 | 2012-08-08 21:00:00,3,0,1,1,30.34,34.85,66,7.0015,70,311,381
 8799 | 2012-08-08 22:00:00,3,0,1,1,29.52,34.85,74,7.0015,35,198,233
 8800 | 2012-08-08 23:00:00,3,0,1,1,29.52,34.09,70,8.9981,16,120,136
 8801 | 2012-08-09 00:00:00,3,0,1,1,29.52,34.85,74,12.998,16,51,67
 8802 | 2012-08-09 01:00:00,3,0,1,1,28.7,33.335,79,8.9981,5,23,28
 8803 | 2012-08-09 02:00:00,3,0,1,1,28.7,33.335,84,6.0032,2,12,14
 8804 | 2012-08-09 03:00:00,3,0,1,1,27.88,31.82,83,6.0032,1,5,6
 8805 | 2012-08-09 04:00:00,3,0,1,2,27.88,31.82,89,8.9981,0,10,10
 8806 | 2012-08-09 05:00:00,3,0,1,2,27.06,29.545,94,0,4,37,41
 8807 | 2012-08-09 06:00:00,3,0,1,1,27.06,30.305,83,11.0014,5,162,167
 8808 | 2012-08-09 07:00:00,3,0,1,2,28.7,33.335,84,11.0014,24,451,475
 8809 | 2012-08-09 08:00:00,3,0,1,1,29.52,34.85,74,7.0015,28,670,698
 8810 | 2012-08-09 09:00:00,3,0,1,1,31.16,36.365,66,11.0014,54,299,353
 8811 | 2012-08-09 10:00:00,3,0,1,1,32.8,37.88,55,15.0013,72,133,205
 8812 | 2012-08-09 11:00:00,3,0,1,1,34.44,37.88,44,0,94,166,260
 8813 | 2012-08-09 12:00:00,3,0,1,1,34.44,37.88,44,7.0015,85,192,277
 8814 | 2012-08-09 13:00:00,3,0,1,1,35.26,39.395,41,7.0015,80,201,281
 8815 | 2012-08-09 14:00:00,3,0,1,1,36.08,38.635,32,15.0013,86,161,247
 8816 | 2012-08-09 15:00:00,3,0,1,1,36.08,38.635,32,15.0013,63,204,267
 8817 | 2012-08-09 16:00:00,3,0,1,1,35.26,38.635,39,16.9979,97,320,417
 8818 | 2012-08-09 17:00:00,3,0,1,1,35.26,37.88,36,16.9979,111,699,810
 8819 | 2012-08-09 18:00:00,3,0,1,2,33.62,37.88,46,16.9979,78,733,811
 8820 | 2012-08-09 19:00:00,3,0,1,1,32.8,37.88,55,12.998,90,533,623
 8821 | 2012-08-09 20:00:00,3,0,1,1,28.7,32.575,54,19.0012,91,387,478
 8822 | 2012-08-09 21:00:00,3,0,1,2,28.7,32.575,58,11.0014,50,286,336
 8823 | 2012-08-09 22:00:00,3,0,1,2,27.06,31.06,69,15.0013,41,218,259
 8824 | 2012-08-09 23:00:00,3,0,1,1,27.06,31.06,74,0,19,137,156
 8825 | 2012-08-10 00:00:00,3,0,1,1,28.7,32.575,65,6.0032,17,68,85
 8826 | 2012-08-10 01:00:00,3,0,1,1,28.7,32.575,65,7.0015,6,35,41
 8827 | 2012-08-10 02:00:00,3,0,1,1,28.7,33.335,74,11.0014,6,14,20
 8828 | 2012-08-10 03:00:00,3,0,1,2,29.52,34.85,79,12.998,3,6,9
 8829 | 2012-08-10 04:00:00,3,0,1,3,28.7,33.335,84,19.0012,0,7,7
 8830 | 2012-08-10 05:00:00,3,0,1,3,28.7,33.335,84,19.0012,4,29,33
 8831 | 2012-08-10 06:00:00,3,0,1,3,26.24,28.79,89,19.9995,3,41,44
 8832 | 2012-08-10 07:00:00,3,0,1,3,26.24,28.79,89,7.0015,5,128,133
 8833 | 2012-08-10 08:00:00,3,0,1,3,25.42,27.275,91,11.0014,7,112,119
 8834 | 2012-08-10 09:00:00,3,0,1,2,26.24,28.79,89,0,21,199,220
 8835 | 2012-08-10 10:00:00,3,0,1,1,27.06,29.545,89,7.0015,27,166,193
 8836 | 2012-08-10 11:00:00,3,0,1,3,27.88,31.82,79,8.9981,73,178,251
 8837 | 2012-08-10 12:00:00,3,0,1,2,30.34,34.85,66,23.9994,75,240,315
 8838 | 2012-08-10 13:00:00,3,0,1,2,31.16,35.605,58,23.9994,66,224,290
 8839 | 2012-08-10 14:00:00,3,0,1,1,31.16,35.605,58,23.9994,71,236,307
 8840 | 2012-08-10 15:00:00,3,0,1,1,32.8,37.12,52,30.0026,100,224,324
 8841 | 2012-08-10 16:00:00,3,0,1,1,31.98,36.365,55,19.9995,96,371,467
 8842 | 2012-08-10 17:00:00,3,0,1,1,32.8,37.12,52,19.0012,111,619,730
 8843 | 2012-08-10 18:00:00,3,0,1,1,31.16,35.605,62,19.9995,88,552,640
 8844 | 2012-08-10 19:00:00,3,0,1,1,31.16,35.605,62,19.0012,98,394,492
 8845 | 2012-08-10 20:00:00,3,0,1,1,30.34,34.85,66,19.9995,55,315,370
 8846 | 2012-08-10 21:00:00,3,0,1,1,30.34,34.85,66,16.9979,50,236,286
 8847 | 2012-08-10 22:00:00,3,0,1,1,29.52,34.85,74,19.0012,50,168,218
 8848 | 2012-08-10 23:00:00,3,0,1,1,29.52,34.09,70,19.0012,33,159,192
 8849 | 2012-08-11 00:00:00,3,0,0,1,28.7,32.575,70,19.0012,38,142,180
 8850 | 2012-08-11 01:00:00,3,0,0,1,27.06,31.06,74,15.0013,32,84,116
 8851 | 2012-08-11 02:00:00,3,0,0,3,26.24,29.545,78,12.998,19,66,85
 8852 | 2012-08-11 03:00:00,3,0,0,3,25.42,28.79,83,11.0014,2,19,21
 8853 | 2012-08-11 04:00:00,3,0,0,1,25.42,28.79,83,7.0015,3,7,10
 8854 | 2012-08-11 05:00:00,3,0,0,1,25.42,28.03,88,7.0015,2,9,11
 8855 | 2012-08-11 06:00:00,3,0,0,2,25.42,28.03,88,7.0015,5,18,23
 8856 | 2012-08-11 07:00:00,3,0,0,1,26.24,28.79,83,6.0032,8,54,62
 8857 | 2012-08-11 08:00:00,3,0,0,1,27.06,30.305,83,7.0015,30,132,162
 8858 | 2012-08-11 09:00:00,3,0,0,1,27.88,31.82,79,12.998,54,217,271
 8859 | 2012-08-11 10:00:00,3,0,0,1,29.52,34.09,62,6.0032,125,282,407
 8860 | 2012-08-11 11:00:00,3,0,0,1,30.34,34.85,66,11.0014,203,296,499
 8861 | 2012-08-11 12:00:00,3,0,0,1,31.16,35.605,58,15.0013,214,332,546
 8862 | 2012-08-11 13:00:00,3,0,0,1,32.8,37.12,49,23.9994,228,341,569
 8863 | 2012-08-11 14:00:00,3,0,0,1,32.8,37.12,49,19.9995,248,290,538
 8864 | 2012-08-11 15:00:00,3,0,0,1,32.8,36.365,46,19.0012,246,316,562
 8865 | 2012-08-11 16:00:00,3,0,0,1,32.8,36.365,46,19.9995,227,304,531
 8866 | 2012-08-11 17:00:00,3,0,0,3,30.34,34.85,66,23.9994,220,292,512
 8867 | 2012-08-11 18:00:00,3,0,0,2,28.7,33.335,74,19.9995,107,193,300
 8868 | 2012-08-11 19:00:00,3,0,0,2,27.06,29.545,89,7.0015,97,178,275
 8869 | 2012-08-11 20:00:00,3,0,0,3,27.06,29.545,89,27.9993,31,129,160
 8870 | 2012-08-11 21:00:00,3,0,0,2,27.06,29.545,89,11.0014,26,102,128
 8871 | 2012-08-11 22:00:00,3,0,0,2,27.06,29.545,89,11.0014,40,128,168
 8872 | 2012-08-11 23:00:00,3,0,0,3,27.06,30.305,78,11.0014,42,121,163
 8873 | 2012-08-12 00:00:00,3,0,0,2,26.24,30.305,73,8.9981,24,96,120
 8874 | 2012-08-12 01:00:00,3,0,0,1,25.42,29.545,78,8.9981,21,92,113
 8875 | 2012-08-12 02:00:00,3,0,0,1,26.24,30.305,69,8.9981,19,67,86
 8876 | 2012-08-12 03:00:00,3,0,0,1,25.42,29.545,73,6.0032,11,37,48
 8877 | 2012-08-12 04:00:00,3,0,0,1,26.24,30.305,69,6.0032,2,8,10
 8878 | 2012-08-12 05:00:00,3,0,0,1,26.24,31.06,61,12.998,1,9,10
 8879 | 2012-08-12 06:00:00,3,0,0,1,26.24,30.305,65,11.0014,2,14,16
 8880 | 2012-08-12 07:00:00,3,0,0,1,26.24,30.305,65,8.9981,9,30,39
 8881 | 2012-08-12 08:00:00,3,0,0,1,27.06,31.06,54,15.0013,35,84,119
 8882 | 2012-08-12 09:00:00,3,0,0,1,28.7,32.575,48,15.0013,64,153,217
 8883 | 2012-08-12 10:00:00,3,0,0,1,28.7,32.575,51,11.0014,88,240,328
 8884 | 2012-08-12 11:00:00,3,0,0,1,30.34,33.335,42,11.0014,167,282,449
 8885 | 2012-08-12 12:00:00,3,0,0,1,30.34,33.335,42,12.998,163,342,505
 8886 | 2012-08-12 13:00:00,3,0,0,1,31.98,34.85,40,0,178,365,543
 8887 | 2012-08-12 14:00:00,3,0,0,1,31.16,34.09,40,12.998,213,366,579
 8888 | 2012-08-12 15:00:00,3,0,0,1,31.16,34.09,40,8.9981,235,342,577
 8889 | 2012-08-12 16:00:00,3,0,0,1,31.16,34.09,40,7.0015,213,300,513
 8890 | 2012-08-12 17:00:00,3,0,0,1,32.8,34.85,33,0,186,319,505
 8891 | 2012-08-12 18:00:00,3,0,0,1,31.98,34.09,35,7.0015,164,327,491
 8892 | 2012-08-12 19:00:00,3,0,0,1,30.34,32.575,40,8.9981,148,317,465
 8893 | 2012-08-12 20:00:00,3,0,0,1,29.52,32.575,45,0,96,204,300
 8894 | 2012-08-12 21:00:00,3,0,0,1,29.52,33.335,51,6.0032,78,142,220
 8895 | 2012-08-12 22:00:00,3,0,0,1,28.7,32.575,58,8.9981,40,141,181
 8896 | 2012-08-12 23:00:00,3,0,0,1,27.88,31.82,61,0,25,85,110
 8897 | 2012-08-13 00:00:00,3,0,1,1,27.06,31.06,65,7.0015,14,33,47
 8898 | 2012-08-13 01:00:00,3,0,1,1,27.06,31.06,65,6.0032,3,11,14
 8899 | 2012-08-13 02:00:00,3,0,1,1,26.24,30.305,69,7.0015,1,8,9
 8900 | 2012-08-13 03:00:00,3,0,1,1,26.24,30.305,69,0,1,5,6
 8901 | 2012-08-13 04:00:00,3,0,1,1,26.24,30.305,69,7.0015,0,11,11
 8902 | 2012-08-13 05:00:00,3,0,1,1,26.24,30.305,69,7.0015,3,33,36
 8903 | 2012-08-13 06:00:00,3,0,1,1,25.42,29.545,73,6.0032,4,155,159
 8904 | 2012-08-13 07:00:00,3,0,1,1,27.06,31.06,65,8.9981,11,425,436
 8905 | 2012-08-13 08:00:00,3,0,1,2,29.52,33.335,51,6.0032,25,648,673
 8906 | 2012-08-13 09:00:00,3,0,1,2,30.34,33.335,45,0,40,265,305
 8907 | 2012-08-13 10:00:00,3,0,1,2,31.16,34.09,40,0,88,111,199
 8908 | 2012-08-13 11:00:00,3,0,1,1,31.16,34.09,40,6.0032,94,151,245
 8909 | 2012-08-13 12:00:00,3,0,1,1,31.98,34.85,40,12.998,96,180,276
 8910 | 2012-08-13 13:00:00,3,0,1,1,31.98,34.85,40,11.0014,79,175,254
 8911 | 2012-08-13 14:00:00,3,0,1,1,32.8,34.85,33,7.0015,85,163,248
 8912 | 2012-08-13 15:00:00,3,0,1,1,33.62,36.365,34,15.0013,80,194,274
 8913 | 2012-08-13 16:00:00,3,0,1,1,32.8,35.605,36,6.0032,116,348,464
 8914 | 2012-08-13 17:00:00,3,0,1,1,32.8,35.605,36,11.0014,102,716,818
 8915 | 2012-08-13 18:00:00,3,0,1,1,31.16,34.85,52,19.0012,103,709,812
 8916 | 2012-08-13 19:00:00,3,0,1,1,30.34,34.09,58,11.0014,88,467,555
 8917 | 2012-08-13 20:00:00,3,0,1,1,30.34,34.09,62,15.0013,58,374,432
 8918 | 2012-08-13 21:00:00,3,0,1,1,29.52,34.09,66,12.998,44,246,290
 8919 | 2012-08-13 22:00:00,3,0,1,1,29.52,34.09,62,22.0028,44,148,192
 8920 | 2012-08-13 23:00:00,3,0,1,1,28.7,32.575,70,15.0013,28,100,128
 8921 | 2012-08-14 00:00:00,3,0,1,1,28.7,33.335,74,15.0013,12,48,60
 8922 | 2012-08-14 01:00:00,3,0,1,1,27.88,31.82,79,16.9979,8,19,27
 8923 | 2012-08-14 02:00:00,3,0,1,2,27.88,31.82,83,12.998,2,9,11
 8924 | 2012-08-14 03:00:00,3,0,1,2,27.88,31.82,83,12.998,0,3,3
 8925 | 2012-08-14 04:00:00,3,0,1,2,27.88,31.82,83,12.998,0,5,5
 8926 | 2012-08-14 05:00:00,3,0,1,2,27.88,31.82,89,12.998,1,35,36
 8927 | 2012-08-14 06:00:00,3,0,1,3,26.24,28.79,83,12.998,1,63,64
 8928 | 2012-08-14 07:00:00,3,0,1,2,27.06,30.305,83,6.0032,1,178,179
 8929 | 2012-08-14 08:00:00,3,0,1,2,27.06,29.545,89,6.0032,27,591,618
 8930 | 2012-08-14 09:00:00,3,0,1,2,28.7,33.335,74,0,48,354,402
 8931 | 2012-08-14 10:00:00,3,0,1,1,28.7,33.335,79,7.0015,53,155,208
 8932 | 2012-08-14 11:00:00,3,0,1,1,30.34,34.09,62,0,69,127,196
 8933 | 2012-08-14 12:00:00,3,0,1,1,31.98,35.605,49,8.9981,93,207,300
 8934 | 2012-08-14 13:00:00,3,0,1,1,32.8,36.365,46,6.0032,83,203,286
 8935 | 2012-08-14 14:00:00,3,0,1,1,33.62,37.12,41,15.0013,80,175,255
 8936 | 2012-08-14 15:00:00,3,0,1,1,33.62,37.88,46,15.0013,84,199,283
 8937 | 2012-08-14 16:00:00,3,0,1,1,33.62,37.12,43,15.0013,95,363,458
 8938 | 2012-08-14 17:00:00,3,0,1,3,31.16,36.365,66,16.9979,78,734,812
 8939 | 2012-08-14 18:00:00,3,0,1,1,31.16,35.605,62,19.0012,97,757,854
 8940 | 2012-08-14 19:00:00,3,0,1,1,31.16,36.365,66,12.998,94,533,627
 8941 | 2012-08-14 20:00:00,3,0,1,1,30.34,35.605,74,15.0013,65,371,436
 8942 | 2012-08-14 21:00:00,3,0,1,1,30.34,34.09,62,15.0013,56,252,308
 8943 | 2012-08-14 22:00:00,3,0,1,1,29.52,34.09,66,6.0032,28,161,189
 8944 | 2012-08-14 23:00:00,3,0,1,1,29.52,34.09,66,11.0014,53,114,167
 8945 | 2012-08-15 00:00:00,3,0,1,1,28.7,32.575,61,12.998,8,52,60
 8946 | 2012-08-15 01:00:00,3,0,1,1,28.7,32.575,61,0,6,31,37
 8947 | 2012-08-15 02:00:00,3,0,1,1,27.88,31.82,65,0,1,7,8
 8948 | 2012-08-15 03:00:00,3,0,1,1,27.06,31.06,74,7.0015,1,10,11
 8949 | 2012-08-15 04:00:00,3,0,1,1,26.24,28.79,83,7.0015,0,4,4
 8950 | 2012-08-15 05:00:00,3,0,1,1,26.24,29.545,78,7.0015,4,35,39
 8951 | 2012-08-15 06:00:00,3,0,1,1,26.24,29.545,78,7.0015,12,160,172
 8952 | 2012-08-15 07:00:00,3,0,1,2,27.06,31.06,69,12.998,25,467,492
 8953 | 2012-08-15 08:00:00,3,0,1,2,28.7,32.575,65,19.0012,40,642,682
 8954 | 2012-08-15 09:00:00,3,0,1,2,29.52,34.09,62,12.998,57,310,367
 8955 | 2012-08-15 10:00:00,3,0,1,2,29.52,34.09,62,12.998,70,163,233
 8956 | 2012-08-15 11:00:00,3,0,1,2,30.34,34.09,58,12.998,80,155,235
 8957 | 2012-08-15 12:00:00,3,0,1,1,30.34,34.09,55,15.0013,77,230,307
 8958 | 2012-08-15 13:00:00,3,0,1,2,31.98,35.605,49,12.998,88,206,294
 8959 | 2012-08-15 14:00:00,3,0,1,2,31.16,34.85,52,19.9995,94,161,255
 8960 | 2012-08-15 15:00:00,3,0,1,1,31.16,34.85,52,16.9979,70,196,266
 8961 | 2012-08-15 16:00:00,3,0,1,1,31.16,34.09,48,12.998,91,340,431
 8962 | 2012-08-15 17:00:00,3,0,1,1,30.34,34.09,55,19.0012,102,749,851
 8963 | 2012-08-15 18:00:00,3,0,1,1,30.34,33.335,51,15.0013,80,768,848
 8964 | 2012-08-15 19:00:00,3,0,1,1,28.7,32.575,61,8.9981,124,525,649
 8965 | 2012-08-15 20:00:00,3,0,1,1,28.7,32.575,61,8.9981,72,355,427
 8966 | 2012-08-15 21:00:00,3,0,1,1,28.7,32.575,61,12.998,49,266,315
 8967 | 2012-08-15 22:00:00,3,0,1,1,28.7,32.575,61,11.0014,29,197,226
 8968 | 2012-08-15 23:00:00,3,0,1,1,27.88,31.82,65,7.0015,18,120,138
 8969 | 2012-08-16 00:00:00,3,0,1,1,27.06,31.06,69,0,13,63,76
 8970 | 2012-08-16 01:00:00,3,0,1,1,26.24,30.305,73,0,3,18,21
 8971 | 2012-08-16 02:00:00,3,0,1,1,26.24,30.305,69,12.998,0,15,15
 8972 | 2012-08-16 03:00:00,3,0,1,1,25.42,29.545,73,16.9979,0,4,4
 8973 | 2012-08-16 04:00:00,3,0,1,1,25.42,29.545,73,15.0013,2,3,5
 8974 | 2012-08-16 05:00:00,3,0,1,1,24.6,28.79,78,11.0014,7,30,37
 8975 | 2012-08-16 06:00:00,3,0,1,1,24.6,28.79,78,11.0014,3,162,165
 8976 | 2012-08-16 07:00:00,3,0,1,1,26.24,30.305,69,15.0013,16,448,464
 8977 | 2012-08-16 08:00:00,3,0,1,1,27.88,31.82,61,12.998,33,649,682
 8978 | 2012-08-16 09:00:00,3,0,1,1,29.52,33.335,54,7.0015,41,296,337
 8979 | 2012-08-16 10:00:00,3,0,1,1,30.34,33.335,48,8.9981,78,121,199
 8980 | 2012-08-16 11:00:00,3,0,1,1,31.16,33.335,37,6.0032,83,191,274
 8981 | 2012-08-16 12:00:00,3,0,1,1,32.8,34.85,33,7.0015,96,247,343
 8982 | 2012-08-16 13:00:00,3,0,1,1,32.8,34.85,31,15.0013,81,219,300
 8983 | 2012-08-16 14:00:00,3,0,1,1,33.62,35.605,32,0,72,176,248
 8984 | 2012-08-16 15:00:00,3,0,1,1,32.8,34.85,33,16.9979,63,197,260
 8985 | 2012-08-16 16:00:00,3,0,1,1,33.62,35.605,32,15.0013,79,340,419
 8986 | 2012-08-16 17:00:00,3,0,1,1,33.62,36.365,34,12.998,130,767,897
 8987 | 2012-08-16 18:00:00,3,0,1,1,32.8,35.605,36,0,109,723,832
 8988 | 2012-08-16 19:00:00,3,0,1,1,31.16,34.09,40,7.0015,119,558,677
 8989 | 2012-08-16 20:00:00,3,0,1,1,31.16,34.09,40,6.0032,100,414,514
 8990 | 2012-08-16 21:00:00,3,0,1,1,30.34,33.335,48,12.998,83,273,356
 8991 | 2012-08-16 22:00:00,3,0,1,1,29.52,33.335,51,11.0014,69,185,254
 8992 | 2012-08-16 23:00:00,3,0,1,1,28.7,32.575,54,7.0015,58,168,226
 8993 | 2012-08-17 00:00:00,3,0,1,1,27.88,12.12,57,11.0014,21,67,88
 8994 | 2012-08-17 01:00:00,3,0,1,1,27.06,12.12,65,7.0015,16,38,54
 8995 | 2012-08-17 02:00:00,3,0,1,1,27.06,12.12,61,8.9981,4,15,19
 8996 | 2012-08-17 03:00:00,3,0,1,1,26.24,12.12,65,7.0015,0,6,6
 8997 | 2012-08-17 04:00:00,3,0,1,1,26.24,12.12,73,11.0014,0,9,9
 8998 | 2012-08-17 05:00:00,3,0,1,1,26.24,12.12,73,7.0015,2,34,36
 8999 | 2012-08-17 06:00:00,3,0,1,1,25.42,12.12,78,8.9981,6,151,157
 9000 | 2012-08-17 07:00:00,3,0,1,1,26.24,12.12,73,7.0015,11,368,379
 9001 | 2012-08-17 08:00:00,3,0,1,1,27.88,12.12,65,8.9981,43,625,668
 9002 | 2012-08-17 09:00:00,3,0,1,1,28.7,12.12,58,7.0015,58,320,378
 9003 | 2012-08-17 10:00:00,3,0,1,1,30.34,12.12,55,11.0014,82,149,231
 9004 | 2012-08-17 11:00:00,3,0,1,1,31.16,12.12,52,19.0012,98,205,303
 9005 | 2012-08-17 12:00:00,3,0,1,1,33.62,12.12,41,15.0013,110,255,365
 9006 | 2012-08-17 13:00:00,3,0,1,1,34.44,12.12,36,26.0027,103,254,357
 9007 | 2012-08-17 14:00:00,3,0,1,1,35.26,12.12,34,27.9993,128,200,328
 9008 | 2012-08-17 15:00:00,3,0,1,1,35.26,12.12,30,31.0009,127,256,383
 9009 | 2012-08-17 16:00:00,3,0,1,2,34.44,12.12,32,30.0026,116,372,488
 9010 | 2012-08-17 17:00:00,3,0,1,1,33.62,12.12,36,22.0028,144,647,791
 9011 | 2012-08-17 18:00:00,3,0,1,2,33.62,12.12,38,16.9979,108,561,669
 9012 | 2012-08-17 19:00:00,3,0,1,2,30.34,12.12,55,26.0027,88,403,491
 9013 | 2012-08-17 20:00:00,3,0,1,2,29.52,12.12,58,15.0013,97,262,359
 9014 | 2012-08-17 21:00:00,3,0,1,2,27.88,12.12,69,19.9995,57,198,255
 9015 | 2012-08-17 22:00:00,3,0,1,3,27.06,12.12,83,12.998,43,170,213
 9016 | 2012-08-17 23:00:00,3,0,1,3,26.24,12.12,83,15.0013,21,100,121
 9017 | 2012-08-18 00:00:00,3,0,0,2,26.24,28.79,83,15.0013,6,99,105
 9018 | 2012-08-18 01:00:00,3,0,0,3,25.42,27.275,94,11.0014,14,78,92
 9019 | 2012-08-18 02:00:00,3,0,0,3,25.42,28.03,88,11.0014,4,39,43
 9020 | 2012-08-18 03:00:00,3,0,0,1,25.42,28.03,88,12.998,7,23,30
 9021 | 2012-08-18 04:00:00,3,0,0,1,25.42,29.545,73,15.0013,5,8,13
 9022 | 2012-08-18 05:00:00,3,0,0,1,24.6,28.79,78,16.9979,2,7,9
 9023 | 2012-08-18 06:00:00,3,0,0,1,24.6,28.03,83,15.0013,4,23,27
 9024 | 2012-08-18 07:00:00,3,0,0,1,24.6,28.03,83,15.0013,12,52,64
 9025 | 2012-08-18 08:00:00,3,0,0,1,26.24,30.305,69,16.9979,28,161,189
 9026 | 2012-08-18 09:00:00,3,0,0,1,27.06,31.06,65,19.0012,81,211,292
 9027 | 2012-08-18 10:00:00,3,0,0,1,28.7,32.575,54,11.0014,166,314,480
 9028 | 2012-08-18 11:00:00,3,0,0,1,29.52,33.335,51,0,180,356,536
 9029 | 2012-08-18 12:00:00,3,0,0,1,31.16,33.335,37,12.998,266,388,654
 9030 | 2012-08-18 13:00:00,3,0,0,1,30.34,32.575,40,12.998,289,355,644
 9031 | 2012-08-18 14:00:00,3,0,0,1,31.16,33.335,37,19.0012,242,356,598
 9032 | 2012-08-18 15:00:00,3,0,0,1,31.16,33.335,37,15.0013,250,346,596
 9033 | 2012-08-18 16:00:00,3,0,0,1,31.16,33.335,37,16.9979,287,354,641
 9034 | 2012-08-18 17:00:00,3,0,0,1,31.16,33.335,37,15.0013,256,379,635
 9035 | 2012-08-18 18:00:00,3,0,0,1,30.34,32.575,37,11.0014,225,329,554
 9036 | 2012-08-18 19:00:00,3,0,0,1,28.7,31.82,45,11.0014,164,324,488
 9037 | 2012-08-18 20:00:00,3,0,0,1,28.7,31.82,45,7.0015,99,242,341
 9038 | 2012-08-18 21:00:00,3,0,0,1,27.06,31.06,61,0,90,248,338
 9039 | 2012-08-18 22:00:00,3,0,0,1,27.06,31.06,61,0,90,171,261
 9040 | 2012-08-18 23:00:00,3,0,0,1,26.24,30.305,65,6.0032,60,175,235
 9041 | 2012-08-19 00:00:00,3,0,0,1,27.06,31.06,57,6.0032,44,143,187
 9042 | 2012-08-19 01:00:00,3,0,0,1,26.24,30.305,65,0,29,102,131
 9043 | 2012-08-19 02:00:00,3,0,0,2,25.42,30.305,69,6.0032,16,103,119
 9044 | 2012-08-19 03:00:00,3,0,0,2,25.42,30.305,61,11.0014,21,34,55
 9045 | 2012-08-19 04:00:00,3,0,0,2,25.42,30.305,65,11.0014,4,22,26
 9046 | 2012-08-19 05:00:00,3,0,0,2,24.6,29.545,73,8.9981,3,8,11
 9047 | 2012-08-19 06:00:00,3,0,0,2,25.42,30.305,69,7.0015,5,15,20
 9048 | 2012-08-19 07:00:00,3,0,0,2,25.42,30.305,69,8.9981,12,29,41
 9049 | 2012-08-19 08:00:00,3,0,0,2,26.24,30.305,69,7.0015,34,90,124
 9050 | 2012-08-19 09:00:00,3,0,0,2,27.06,31.06,74,0,86,184,270
 9051 | 2012-08-19 10:00:00,3,0,0,2,27.88,31.82,69,0,138,287,425
 9052 | 2012-08-19 11:00:00,3,0,0,3,26.24,29.545,78,11.0014,83,189,272
 9053 | 2012-08-19 12:00:00,3,0,0,3,26.24,30.305,73,0,112,186,298
 9054 | 2012-08-19 13:00:00,3,0,0,3,26.24,28.79,83,8.9981,50,112,162
 9055 | 2012-08-19 14:00:00,3,0,0,3,26.24,30.305,73,0,41,108,149
 9056 | 2012-08-19 15:00:00,3,0,0,2,26.24,30.305,65,0,89,187,276
 9057 | 2012-08-19 16:00:00,3,0,0,2,27.06,31.06,65,0,97,259,356
 9058 | 2012-08-19 17:00:00,3,0,0,2,26.24,29.545,78,7.0015,76,267,343
 9059 | 2012-08-19 18:00:00,3,0,0,2,26.24,29.545,78,7.0015,86,291,377
 9060 | 2012-08-19 19:00:00,3,0,0,2,26.24,30.305,73,8.9981,72,269,341
 9061 | 2012-08-19 20:00:00,3,0,0,2,26.24,30.305,73,12.998,61,213,274
 9062 | 2012-08-19 21:00:00,3,0,0,3,25.42,29.545,78,6.0032,36,154,190
 9063 | 2012-08-19 22:00:00,3,0,0,2,25.42,29.545,78,11.0014,6,50,56
 9064 | 2012-08-19 23:00:00,3,0,0,2,25.42,29.545,73,0,7,39,46
 9065 | 2012-09-01 00:00:00,3,0,0,1,30.34,34.09,62,7.0015,22,146,168
 9066 | 2012-09-01 01:00:00,3,0,0,1,29.52,34.85,74,8.9981,11,68,79
 9067 | 2012-09-01 02:00:00,3,0,0,1,28.7,32.575,70,11.0014,8,61,69
 9068 | 2012-09-01 03:00:00,3,0,0,1,28.7,32.575,70,7.0015,6,29,35
 9069 | 2012-09-01 04:00:00,3,0,0,1,28.7,32.575,70,0,3,9,12
 9070 | 2012-09-01 05:00:00,3,0,0,1,27.88,31.82,79,0,2,20,22
 9071 | 2012-09-01 06:00:00,3,0,0,1,27.88,31.82,79,0,13,23,36
 9072 | 2012-09-01 07:00:00,3,0,0,2,30.34,34.09,58,8.9981,8,58,66
 9073 | 2012-09-01 08:00:00,3,0,0,2,31.16,35.605,58,16.9979,28,134,162
 9074 | 2012-09-01 09:00:00,3,0,0,2,31.16,35.605,58,12.998,62,175,237
 9075 | 2012-09-01 10:00:00,3,0,0,2,31.98,36.365,55,12.998,128,289,417
 9076 | 2012-09-01 11:00:00,3,0,0,2,32.8,37.88,55,15.0013,219,273,492
 9077 | 2012-09-01 12:00:00,3,0,0,2,32.8,37.88,55,11.0014,187,284,471
 9078 | 2012-09-01 13:00:00,3,0,0,2,33.62,38.635,52,6.0032,237,267,504
 9079 | 2012-09-01 14:00:00,3,0,0,2,35.26,39.395,44,11.0014,240,274,514
 9080 | 2012-09-01 15:00:00,3,0,0,2,35.26,39.395,44,19.0012,257,306,563
 9081 | 2012-09-01 16:00:00,3,0,0,2,34.44,39.395,49,11.0014,209,253,462
 9082 | 2012-09-01 17:00:00,3,0,0,2,33.62,38.635,52,0,205,258,463
 9083 | 2012-09-01 18:00:00,3,0,0,2,33.62,38.635,52,0,184,258,442
 9084 | 2012-09-01 19:00:00,3,0,0,3,31.98,37.12,62,0,157,235,392
 9085 | 2012-09-01 20:00:00,3,0,0,3,31.16,36.365,67,16.9979,67,140,207
 9086 | 2012-09-01 21:00:00,3,0,0,3,26.24,28.79,89,0,21,83,104
 9087 | 2012-09-01 22:00:00,3,0,0,2,27.06,29.545,89,0,21,57,78
 9088 | 2012-09-01 23:00:00,3,0,0,1,27.06,29.545,89,6.0032,57,88,145
 9089 | 2012-09-02 00:00:00,3,0,0,2,27.06,29.545,89,6.0032,27,72,99
 9090 | 2012-09-02 01:00:00,3,0,0,1,27.06,29.545,89,0,15,58,73
 9091 | 2012-09-02 02:00:00,3,0,0,1,27.06,29.545,89,0,28,56,84
 9092 | 2012-09-02 03:00:00,3,0,0,1,27.06,29.545,89,6.0032,9,33,42
 9093 | 2012-09-02 04:00:00,3,0,0,1,27.06,29.545,89,0,7,15,22
 9094 | 2012-09-02 05:00:00,3,0,0,1,27.06,29.545,89,0,2,10,12
 9095 | 2012-09-02 06:00:00,3,0,0,2,27.06,29.545,89,0,2,13,15
 9096 | 2012-09-02 07:00:00,3,0,0,1,27.06,29.545,94,6.0032,13,29,42
 9097 | 2012-09-02 08:00:00,3,0,0,1,27.88,31.82,89,6.0032,30,99,129
 9098 | 2012-09-02 09:00:00,3,0,0,2,28.7,33.335,84,0,88,144,232
 9099 | 2012-09-02 10:00:00,3,0,0,2,29.52,34.85,79,0,158,230,388
 9100 | 2012-09-02 11:00:00,3,0,0,2,30.34,34.85,70,0,226,263,489
 9101 | 2012-09-02 12:00:00,3,0,0,3,30.34,34.85,70,0,248,297,545
 9102 | 2012-09-02 13:00:00,3,0,0,3,29.52,34.85,74,6.0032,263,230,493
 9103 | 2012-09-02 14:00:00,3,0,0,3,29.52,34.85,79,6.0032,249,208,457
 9104 | 2012-09-02 15:00:00,3,0,0,3,30.34,35.605,74,8.9981,179,176,355
 9105 | 2012-09-02 16:00:00,3,0,0,1,30.34,34.85,70,0,222,252,474
 9106 | 2012-09-02 17:00:00,3,0,0,1,31.16,36.365,66,6.0032,219,284,503
 9107 | 2012-09-02 18:00:00,3,0,0,1,30.34,35.605,74,0,227,273,500
 9108 | 2012-09-02 19:00:00,3,0,0,2,28.7,33.335,84,15.0013,140,152,292
 9109 | 2012-09-02 20:00:00,3,0,0,2,28.7,33.335,84,11.0014,63,41,104
 9110 | 2012-09-02 21:00:00,3,0,0,1,28.7,32.575,70,11.0014,79,92,171
 9111 | 2012-09-02 22:00:00,3,0,0,3,27.88,31.82,83,8.9981,66,100,166
 9112 | 2012-09-02 23:00:00,3,0,0,3,27.06,29.545,89,6.0032,53,70,123
 9113 | 2012-09-03 00:00:00,3,1,0,2,27.06,29.545,94,0,42,62,104
 9114 | 2012-09-03 01:00:00,3,1,0,2,27.88,31.82,89,11.0014,18,37,55
 9115 | 2012-09-03 02:00:00,3,1,0,1,27.06,29.545,89,7.0015,10,30,40
 9116 | 2012-09-03 03:00:00,3,1,0,1,27.06,29.545,89,8.9981,6,22,28
 9117 | 2012-09-03 04:00:00,3,1,0,1,27.06,29.545,89,6.0032,6,5,11
 9118 | 2012-09-03 05:00:00,3,1,0,1,27.06,29.545,89,0,1,3,4
 9119 | 2012-09-03 06:00:00,3,1,0,1,27.06,29.545,94,0,3,12,15
 9120 | 2012-09-03 07:00:00,3,1,0,1,27.88,31.82,85,0,6,37,43
 9121 | 2012-09-03 08:00:00,3,1,0,2,28.7,33.335,84,7.0015,36,91,127
 9122 | 2012-09-03 09:00:00,3,1,0,2,28.7,33.335,84,8.9981,71,158,229
 9123 | 2012-09-03 10:00:00,3,1,0,2,30.34,35.605,74,15.0013,135,224,359
 9124 | 2012-09-03 11:00:00,3,1,0,2,30.34,34.85,70,19.0012,187,272,459
 9125 | 2012-09-03 12:00:00,3,1,0,2,31.16,35.605,62,19.9995,191,352,543
 9126 | 2012-09-03 13:00:00,3,1,0,2,31.16,36.365,66,16.9979,209,357,566
 9127 | 2012-09-03 14:00:00,3,1,0,1,30.34,34.85,70,19.9995,163,349,512
 9128 | 2012-09-03 15:00:00,3,1,0,1,30.34,34.85,70,15.0013,168,281,449
 9129 | 2012-09-03 16:00:00,3,1,0,1,30.34,34.85,70,15.0013,165,335,500
 9130 | 2012-09-03 17:00:00,3,1,0,1,30.34,34.85,70,8.9981,181,317,498
 9131 | 2012-09-03 18:00:00,3,1,0,1,30.34,34.85,66,11.0014,145,337,482
 9132 | 2012-09-03 19:00:00,3,1,0,1,29.52,34.85,74,12.998,73,301,374
 9133 | 2012-09-03 20:00:00,3,1,0,1,29.52,34.09,76,7.0015,78,183,261
 9134 | 2012-09-03 21:00:00,3,1,0,1,29.52,34.09,76,7.0015,42,142,184
 9135 | 2012-09-03 22:00:00,3,1,0,2,28.7,33.335,84,8.9981,17,104,121
 9136 | 2012-09-03 23:00:00,3,1,0,2,28.7,33.335,84,16.9979,12,58,70
 9137 | 2012-09-04 00:00:00,3,0,1,2,28.7,33.335,84,16.9979,10,19,29
 9138 | 2012-09-04 01:00:00,3,0,1,1,27.88,31.82,82,8.9981,15,9,24
 9139 | 2012-09-04 02:00:00,3,0,1,1,27.88,31.82,82,8.9981,1,4,5
 9140 | 2012-09-04 03:00:00,3,0,1,2,27.06,29.545,89,6.0032,1,9,10
 9141 | 2012-09-04 04:00:00,3,0,1,2,27.06,29.545,89,0,0,8,8
 9142 | 2012-09-04 05:00:00,3,0,1,2,27.06,29.545,89,0,1,37,38
 9143 | 2012-09-04 06:00:00,3,0,1,2,27.88,31.82,89,7.0015,7,165,172
 9144 | 2012-09-04 07:00:00,3,0,1,2,27.88,31.82,89,7.0015,13,480,493
 9145 | 2012-09-04 08:00:00,3,0,1,1,28.7,33.335,84,11.0014,15,617,632
 9146 | 2012-09-04 09:00:00,3,0,1,2,29.52,34.85,79,15.0013,30,293,323
 9147 | 2012-09-04 10:00:00,3,0,1,2,29.52,34.85,74,16.9979,42,130,172
 9148 | 2012-09-04 11:00:00,3,0,1,2,30.34,34.85,70,19.0012,39,159,198
 9149 | 2012-09-04 12:00:00,3,0,1,1,31.16,36.365,70,19.0012,54,233,287
 9150 | 2012-09-04 13:00:00,3,0,1,1,32.8,37.88,55,30.0026,72,203,275
 9151 | 2012-09-04 14:00:00,3,0,1,1,32.8,37.88,55,27.9993,72,202,274
 9152 | 2012-09-04 15:00:00,3,0,1,1,32.8,38.635,59,31.0009,68,224,292
 9153 | 2012-09-04 16:00:00,3,0,1,1,31.16,36.365,70,27.9993,61,397,458
 9154 | 2012-09-04 17:00:00,3,0,1,1,31.16,36.365,70,23.9994,110,746,856
 9155 | 2012-09-04 18:00:00,3,0,1,1,31.16,37.12,75,15.0013,94,745,839
 9156 | 2012-09-04 19:00:00,3,0,1,1,31.16,36.365,70,15.0013,50,502,552
 9157 | 2012-09-04 20:00:00,3,0,1,1,30.34,34.85,70,16.9979,47,338,385
 9158 | 2012-09-04 21:00:00,3,0,1,1,30.34,35.605,74,16.9979,28,240,268
 9159 | 2012-09-04 22:00:00,3,0,1,1,30.34,34.85,70,19.0012,25,154,179
 9160 | 2012-09-04 23:00:00,3,0,1,1,29.52,34.85,74,19.9995,12,83,95
 9161 | 2012-09-05 00:00:00,3,0,1,1,29.52,34.85,74,16.9979,10,27,37
 9162 | 2012-09-05 01:00:00,3,0,1,1,28.7,33.335,84,12.998,2,11,13
 9163 | 2012-09-05 02:00:00,3,0,1,1,28.7,33.335,84,12.998,0,9,9
 9164 | 2012-09-05 03:00:00,3,0,1,1,28.7,33.335,79,19.0012,0,4,4
 9165 | 2012-09-05 04:00:00,3,0,1,1,28.7,33.335,79,19.0012,2,3,5
 9166 | 2012-09-05 05:00:00,3,0,1,2,28.7,33.335,79,19.9995,1,39,40
 9167 | 2012-09-05 06:00:00,3,0,1,1,28.7,33.335,79,19.0012,7,203,210
 9168 | 2012-09-05 07:00:00,3,0,1,2,28.7,33.335,79,16.9979,11,489,500
 9169 | 2012-09-05 08:00:00,3,0,1,1,29.52,34.85,74,12.998,33,692,725
 9170 | 2012-09-05 09:00:00,3,0,1,1,30.34,34.85,70,16.9979,27,263,290
 9171 | 2012-09-05 10:00:00,3,0,1,2,31.16,36.365,70,11.0014,54,181,235
 9172 | 2012-09-05 11:00:00,3,0,1,2,31.98,37.12,62,11.0014,61,156,217
 9173 | 2012-09-05 12:00:00,3,0,1,1,31.98,38.635,70,7.0015,49,217,266
 9174 | 2012-09-05 13:00:00,3,0,1,1,32.8,39.395,63,11.0014,50,184,234
 9175 | 2012-09-05 14:00:00,3,0,1,1,33.62,39.395,56,7.0015,34,177,211
 9176 | 2012-09-05 15:00:00,3,0,1,1,31.98,38.635,70,12.998,41,204,245
 9177 | 2012-09-05 16:00:00,3,0,1,1,31.16,36.365,70,16.9979,86,344,430
 9178 | 2012-09-05 17:00:00,3,0,1,1,31.16,36.365,66,16.9979,83,780,863
 9179 | 2012-09-05 18:00:00,3,0,1,1,31.16,37.12,75,12.998,82,757,839
 9180 | 2012-09-05 19:00:00,3,0,1,1,30.34,34.85,70,11.0014,64,598,662
 9181 | 2012-09-05 20:00:00,3,0,1,1,29.52,35.605,84,11.0014,55,357,412
 9182 | 2012-09-05 21:00:00,3,0,1,1,29.52,34.85,79,0,18,278,296
 9183 | 2012-09-05 22:00:00,3,0,1,1,29.52,34.85,79,0,38,181,219
 9184 | 2012-09-05 23:00:00,3,0,1,1,28.7,33.335,84,6.0032,24,126,150
 9185 | 2012-09-06 00:00:00,3,0,1,2,28.7,33.335,84,6.0032,30,35,65
 9186 | 2012-09-06 01:00:00,3,0,1,2,28.7,33.335,84,0,2,16,18
 9187 | 2012-09-06 02:00:00,3,0,1,1,29.52,34.85,79,0,1,7,8
 9188 | 2012-09-06 03:00:00,3,0,1,1,28.7,33.335,84,7.0015,0,9,9
 9189 | 2012-09-06 04:00:00,3,0,1,2,28.7,33.335,84,6.0032,0,8,8
 9190 | 2012-09-06 05:00:00,3,0,1,2,28.7,33.335,84,12.998,3,35,38
 9191 | 2012-09-06 06:00:00,3,0,1,2,28.7,33.335,84,6.0032,11,189,200
 9192 | 2012-09-06 07:00:00,3,0,1,2,28.7,33.335,84,7.0015,21,461,482
 9193 | 2012-09-06 08:00:00,3,0,1,3,28.7,33.335,79,0,24,622,646
 9194 | 2012-09-06 09:00:00,3,0,1,3,27.06,29.545,94,8.9981,8,115,123
 9195 | 2012-09-06 10:00:00,3,0,1,3,27.06,29.545,94,8.9981,9,40,49
 9196 | 2012-09-06 11:00:00,3,0,1,3,28.7,33.335,84,11.0014,10,52,62
 9197 | 2012-09-06 12:00:00,3,0,1,2,29.52,34.85,79,15.0013,11,126,137
 9198 | 2012-09-06 13:00:00,3,0,1,2,29.52,34.85,79,7.0015,39,152,191
 9199 | 2012-09-06 14:00:00,3,0,1,1,30.34,35.605,74,6.0032,38,178,216
 9200 | 2012-09-06 15:00:00,3,0,1,1,30.34,34.85,66,12.998,42,228,270
 9201 | 2012-09-06 16:00:00,3,0,1,1,30.34,34.85,70,15.0013,42,374,416
 9202 | 2012-09-06 17:00:00,3,0,1,1,30.34,34.85,70,16.9979,67,741,808
 9203 | 2012-09-06 18:00:00,3,0,1,1,29.52,34.09,70,16.9979,74,761,835
 9204 | 2012-09-06 19:00:00,3,0,1,1,27.88,31.82,74,16.9979,54,504,558
 9205 | 2012-09-06 20:00:00,3,0,1,1,27.06,30.305,78,15.0013,50,356,406
 9206 | 2012-09-06 21:00:00,3,0,1,1,26.24,28.79,89,11.0014,32,240,272
 9207 | 2012-09-06 22:00:00,3,0,1,1,26.24,28.79,89,11.0014,24,193,217
 9208 | 2012-09-06 23:00:00,3,0,1,1,26.24,28.79,89,11.0014,19,150,169
 9209 | 2012-09-07 00:00:00,3,0,1,1,26.24,28.79,89,8.9981,17,79,96
 9210 | 2012-09-07 01:00:00,3,0,1,1,25.42,28.03,88,7.0015,10,19,29
 9211 | 2012-09-07 02:00:00,3,0,1,1,25.42,28.79,83,6.0032,1,10,11
 9212 | 2012-09-07 03:00:00,3,0,1,1,25.42,28.79,83,6.0032,0,9,9
 9213 | 2012-09-07 04:00:00,3,0,1,1,25.42,28.03,88,0,1,7,8
 9214 | 2012-09-07 05:00:00,3,0,1,1,25.42,28.03,88,0,1,39,40
 9215 | 2012-09-07 06:00:00,3,0,1,1,25.42,28.03,88,7.0015,5,135,140
 9216 | 2012-09-07 07:00:00,3,0,1,1,26.24,28.79,89,7.0015,21,465,486
 9217 | 2012-09-07 08:00:00,3,0,1,1,27.06,30.305,83,7.0015,29,690,719
 9218 | 2012-09-07 09:00:00,3,0,1,1,28.7,33.335,79,8.9981,33,311,344
 9219 | 2012-09-07 10:00:00,3,0,1,1,29.52,34.85,74,8.9981,53,171,224
 9220 | 2012-09-07 11:00:00,3,0,1,1,31.16,35.605,62,8.9981,81,215,296
 9221 | 2012-09-07 12:00:00,3,0,1,1,31.98,37.12,59,11.0014,76,247,323
 9222 | 2012-09-07 13:00:00,3,0,1,1,32.8,38.635,59,16.9979,71,283,354
 9223 | 2012-09-07 14:00:00,3,0,1,1,32.8,38.635,59,16.9979,66,187,253
 9224 | 2012-09-07 15:00:00,3,0,1,1,32.8,37.88,55,16.9979,66,265,331
 9225 | 2012-09-07 16:00:00,3,0,1,1,32.8,37.88,55,19.0012,75,395,470
 9226 | 2012-09-07 17:00:00,3,0,1,1,31.98,37.12,59,22.0028,88,684,772
 9227 | 2012-09-07 18:00:00,3,0,1,1,31.16,35.605,62,19.9995,95,697,792
 9228 | 2012-09-07 19:00:00,3,0,1,1,30.34,34.09,62,19.0012,70,498,568
 9229 | 2012-09-07 20:00:00,3,0,1,1,29.52,34.09,66,15.0013,51,340,391
 9230 | 2012-09-07 21:00:00,3,0,1,1,28.7,33.335,74,11.0014,55,246,301
 9231 | 2012-09-07 22:00:00,3,0,1,1,28.7,33.335,74,15.0013,52,247,299
 9232 | 2012-09-07 23:00:00,3,0,1,1,27.06,29.545,89,16.9979,28,220,248
 9233 | 2012-09-08 00:00:00,3,0,0,1,27.06,29.545,89,16.9979,20,130,150
 9234 | 2012-09-08 01:00:00,3,0,0,2,27.06,29.545,89,19.0012,10,107,117
 9235 | 2012-09-08 02:00:00,3,0,0,1,27.06,29.545,89,22.0028,9,68,77
 9236 | 2012-09-08 03:00:00,3,0,0,2,27.06,29.545,89,15.0013,3,40,43
 9237 | 2012-09-08 04:00:00,3,0,0,2,27.06,29.545,94,15.0013,3,8,11
 9238 | 2012-09-08 05:00:00,3,0,0,2,27.06,29.545,94,16.9979,2,13,15
 9239 | 2012-09-08 06:00:00,3,0,0,2,27.06,29.545,89,19.0012,8,26,34
 9240 | 2012-09-08 07:00:00,3,0,0,1,27.06,29.545,89,19.0012,11,71,82
 9241 | 2012-09-08 08:00:00,3,0,0,1,28.7,33.335,79,22.0028,33,197,230
 9242 | 2012-09-08 09:00:00,3,0,0,1,28.7,33.335,74,26.0027,87,261,348
 9243 | 2012-09-08 10:00:00,3,0,0,1,30.34,34.85,70,26.0027,100,322,422
 9244 | 2012-09-08 11:00:00,3,0,0,1,31.16,35.605,62,30.0026,173,405,578
 9245 | 2012-09-08 12:00:00,3,0,0,1,32.8,37.88,55,32.9975,220,474,694
 9246 | 2012-09-08 13:00:00,3,0,0,1,33.62,38.635,52,35.0008,233,435,668
 9247 | 2012-09-08 14:00:00,3,0,0,1,33.62,38.635,52,30.0026,260,366,626
 9248 | 2012-09-08 15:00:00,3,0,0,3,22.96,26.515,88,16.9979,175,337,512
 9249 | 2012-09-08 16:00:00,3,0,0,3,22.96,26.515,88,12.998,19,95,114
 9250 | 2012-09-08 17:00:00,3,0,0,3,23.78,27.275,83,12.998,52,119,171
 9251 | 2012-09-08 18:00:00,3,0,0,3,23.78,27.275,83,8.9981,27,140,167
 9252 | 2012-09-08 19:00:00,3,0,0,3,23.78,27.275,88,7.0015,28,187,215
 9253 | 2012-09-08 20:00:00,3,0,0,2,23.78,27.275,88,6.0032,28,166,194
 9254 | 2012-09-08 21:00:00,3,0,0,2,24.6,28.03,83,11.0014,26,155,181
 9255 | 2012-09-08 22:00:00,3,0,0,2,23.78,27.275,78,19.9995,18,176,194
 9256 | 2012-09-08 23:00:00,3,0,0,2,23.78,27.275,73,11.0014,12,121,133
 9257 | 2012-09-09 00:00:00,3,0,0,2,22.96,26.515,73,12.998,18,106,124
 9258 | 2012-09-09 01:00:00,3,0,0,1,22.96,26.515,73,15.0013,20,104,124
 9259 | 2012-09-09 02:00:00,3,0,0,1,22.14,25.76,77,19.0012,15,81,96
 9260 | 2012-09-09 03:00:00,3,0,0,1,22.14,25.76,73,15.0013,14,32,46
 9261 | 2012-09-09 04:00:00,3,0,0,1,21.32,25,77,16.9979,12,16,28
 9262 | 2012-09-09 05:00:00,3,0,0,1,21.32,25,77,12.998,16,39,55
 9263 | 2012-09-09 06:00:00,3,0,0,1,21.32,25,77,12.998,11,24,35
 9264 | 2012-09-09 07:00:00,3,0,0,1,22.14,25.76,73,11.0014,20,50,70
 9265 | 2012-09-09 08:00:00,3,0,0,1,23.78,27.275,68,15.0013,27,143,170
 9266 | 2012-09-09 09:00:00,3,0,0,1,25.42,30.305,61,16.9979,85,214,299
 9267 | 2012-09-09 10:00:00,3,0,0,1,26.24,31.06,57,19.9995,172,323,495
 9268 | 2012-09-09 11:00:00,3,0,0,1,27.06,31.06,47,16.9979,194,391,585
 9269 | 2012-09-09 12:00:00,3,0,0,1,27.06,31.06,47,0,247,510,757
 9270 | 2012-09-09 13:00:00,3,0,0,1,27.88,31.82,39,0,238,491,729
 9271 | 2012-09-09 14:00:00,3,0,0,1,29.52,32.575,30,19.0012,232,415,647
 9272 | 2012-09-09 15:00:00,3,0,0,1,29.52,32.575,32,16.9979,284,412,696
 9273 | 2012-09-09 16:00:00,3,0,0,1,27.88,31.82,36,19.0012,228,473,701
 9274 | 2012-09-09 17:00:00,3,0,0,1,28.7,31.82,37,16.9979,213,458,671
 9275 | 2012-09-09 18:00:00,3,0,0,1,27.06,31.06,36,16.9979,156,404,560
 9276 | 2012-09-09 19:00:00,3,0,0,1,27.06,31.06,36,16.9979,134,362,496
 9277 | 2012-09-09 20:00:00,3,0,0,1,25.42,31.06,41,19.0012,91,265,356
 9278 | 2012-09-09 21:00:00,3,0,0,1,24.6,31.06,46,15.0013,57,149,206
 9279 | 2012-09-09 22:00:00,3,0,0,1,23.78,27.275,49,16.9979,64,125,189
 9280 | 2012-09-09 23:00:00,3,0,0,1,22.96,26.515,52,19.0012,22,70,92
 9281 | 2012-09-10 00:00:00,3,0,1,1,22.96,26.515,52,19.0012,6,35,41
 9282 | 2012-09-10 01:00:00,3,0,1,1,22.14,25.76,60,12.998,7,11,18
 9283 | 2012-09-10 02:00:00,3,0,1,1,22.14,25.76,60,23.9994,11,6,17
 9284 | 2012-09-10 03:00:00,3,0,1,1,21.32,25,68,19.0012,5,7,12
 9285 | 2012-09-10 04:00:00,3,0,1,1,21.32,25,68,19.0012,1,4,5
 9286 | 2012-09-10 05:00:00,3,0,1,1,20.5,24.24,72,16.9979,4,36,40
 9287 | 2012-09-10 06:00:00,3,0,1,1,20.5,24.24,72,8.9981,8,172,180
 9288 | 2012-09-10 07:00:00,3,0,1,1,21.32,25,68,15.0013,20,427,447
 9289 | 2012-09-10 08:00:00,3,0,1,1,22.96,26.515,60,19.0012,33,697,730
 9290 | 2012-09-10 09:00:00,3,0,1,1,24.6,31.06,53,19.9995,40,321,361
 9291 | 2012-09-10 10:00:00,3,0,1,1,25.42,31.06,50,19.0012,42,168,210
 9292 | 2012-09-10 11:00:00,3,0,1,1,25.42,31.06,43,19.9995,69,167,236
 9293 | 2012-09-10 12:00:00,3,0,1,1,26.24,31.06,44,26.0027,76,256,332
 9294 | 2012-09-10 13:00:00,3,0,1,1,26.24,31.06,38,15.0013,72,251,323
 9295 | 2012-09-10 14:00:00,3,0,1,1,27.06,31.06,36,19.0012,107,233,340
 9296 | 2012-09-10 15:00:00,3,0,1,1,27.06,31.06,31,26.0027,115,231,346
 9297 | 2012-09-10 16:00:00,3,0,1,1,27.06,31.06,34,22.0028,108,380,488
 9298 | 2012-09-10 17:00:00,3,0,1,1,27.06,31.06,34,22.0028,127,744,871
 9299 | 2012-09-10 18:00:00,3,0,1,1,25.42,31.06,35,19.9995,111,857,968
 9300 | 2012-09-10 19:00:00,3,0,1,1,25.42,31.06,38,19.9995,71,562,633
 9301 | 2012-09-10 20:00:00,3,0,1,1,24.6,31.06,40,12.998,34,356,390
 9302 | 2012-09-10 21:00:00,3,0,1,1,22.96,26.515,49,11.0014,29,256,285
 9303 | 2012-09-10 22:00:00,3,0,1,1,22.14,25.76,52,8.9981,15,144,159
 9304 | 2012-09-10 23:00:00,3,0,1,1,22.14,25.76,52,0,7,86,93
 9305 | 2012-09-11 00:00:00,3,0,1,1,21.32,25,59,7.0015,5,27,32
 9306 | 2012-09-11 01:00:00,3,0,1,1,20.5,24.24,63,0,0,10,10
 9307 | 2012-09-11 02:00:00,3,0,1,1,19.68,23.485,77,11.0014,1,5,6
 9308 | 2012-09-11 03:00:00,3,0,1,1,19.68,23.485,67,8.9981,1,7,8
 9309 | 2012-09-11 04:00:00,3,0,1,1,19.68,23.485,72,7.0015,1,8,9
 9310 | 2012-09-11 05:00:00,3,0,1,1,18.86,22.725,72,6.0032,3,41,44
 9311 | 2012-09-11 06:00:00,3,0,1,1,18.86,22.725,77,7.0015,11,200,211
 9312 | 2012-09-11 07:00:00,3,0,1,1,20.5,24.24,72,7.0015,24,572,596
 9313 | 2012-09-11 08:00:00,3,0,1,1,22.14,25.76,68,6.0032,48,702,750
 9314 | 2012-09-11 09:00:00,3,0,1,1,24.6,31.06,49,0,35,323,358
 9315 | 2012-09-11 10:00:00,3,0,1,1,25.42,31.06,38,0,54,142,196
 9316 | 2012-09-11 11:00:00,3,0,1,1,26.24,31.06,33,6.0032,60,187,247
 9317 | 2012-09-11 12:00:00,3,0,1,1,26.24,31.06,33,0,62,254,316
 9318 | 2012-09-11 13:00:00,3,0,1,1,27.06,31.06,29,6.0032,72,256,328
 9319 | 2012-09-11 14:00:00,3,0,1,1,27.88,31.06,30,6.0032,74,181,255
 9320 | 2012-09-11 15:00:00,3,0,1,1,28.7,31.82,28,7.0015,73,253,326
 9321 | 2012-09-11 16:00:00,3,0,1,1,28.7,31.82,28,8.9981,99,437,536
 9322 | 2012-09-11 17:00:00,3,0,1,1,28.7,31.82,28,0,168,802,970
 9323 | 2012-09-11 18:00:00,3,0,1,1,26.24,31.06,36,11.0014,110,767,877
 9324 | 2012-09-11 19:00:00,3,0,1,1,25.42,31.06,41,12.998,56,540,596
 9325 | 2012-09-11 20:00:00,3,0,1,1,23.78,27.275,56,8.9981,40,421,461
 9326 | 2012-09-11 21:00:00,3,0,1,1,22.96,26.515,60,7.0015,28,282,310
 9327 | 2012-09-11 22:00:00,3,0,1,1,22.96,26.515,64,7.0015,27,189,216
 9328 | 2012-09-11 23:00:00,3,0,1,1,22.14,25.76,68,7.0015,18,91,109
 9329 | 2012-09-12 00:00:00,3,0,1,1,21.32,25,72,7.0015,8,41,49
 9330 | 2012-09-12 01:00:00,3,0,1,1,21.32,25,72,7.0015,2,19,21
 9331 | 2012-09-12 02:00:00,3,0,1,1,21.32,25,72,6.0032,2,9,11
 9332 | 2012-09-12 03:00:00,3,0,1,1,20.5,24.24,77,6.0032,0,7,7
 9333 | 2012-09-12 04:00:00,3,0,1,1,20.5,24.24,72,6.0032,0,5,5
 9334 | 2012-09-12 05:00:00,3,0,1,1,20.5,24.24,72,6.0032,4,44,48
 9335 | 2012-09-12 06:00:00,3,0,1,1,20.5,24.24,72,6.0032,6,199,205
 9336 | 2012-09-12 07:00:00,3,0,1,1,21.32,25,72,0,24,533,557
 9337 | 2012-09-12 08:00:00,3,0,1,1,22.96,26.515,64,7.0015,43,727,770
 9338 | 2012-09-12 09:00:00,3,0,1,1,24.6,30.305,64,8.9981,50,278,328
 9339 | 2012-09-12 10:00:00,3,0,1,1,25.42,30.305,61,8.9981,57,148,205
 9340 | 2012-09-12 11:00:00,3,0,1,1,27.06,31.06,50,12.998,51,181,232
 9341 | 2012-09-12 12:00:00,3,0,1,1,27.88,31.82,36,8.9981,88,264,352
 9342 | 2012-09-12 13:00:00,3,0,1,1,28.7,31.82,34,8.9981,85,238,323
 9343 | 2012-09-12 14:00:00,3,0,1,1,28.7,31.82,37,11.0014,78,200,278
 9344 | 2012-09-12 15:00:00,3,0,1,1,29.52,32.575,37,8.9981,75,243,318
 9345 | 2012-09-12 16:00:00,3,0,1,1,29.52,32.575,37,11.0014,90,419,509
 9346 | 2012-09-12 17:00:00,3,0,1,1,28.7,31.82,41,19.9995,114,811,925
 9347 | 2012-09-12 18:00:00,3,0,1,1,27.06,31.06,44,16.9979,91,886,977
 9348 | 2012-09-12 19:00:00,3,0,1,1,26.24,31.06,50,12.998,78,557,635
 9349 | 2012-09-12 20:00:00,3,0,1,1,25.42,31.06,57,8.9981,38,432,470
 9350 | 2012-09-12 21:00:00,3,0,1,1,24.6,30.305,60,8.9981,27,279,306
 9351 | 2012-09-12 22:00:00,3,0,1,1,22.96,26.515,64,6.0032,23,189,212
 9352 | 2012-09-12 23:00:00,3,0,1,1,22.96,26.515,68,7.0015,16,111,127
 9353 | 2012-09-13 00:00:00,3,0,1,1,22.96,26.515,73,6.0032,11,46,57
 9354 | 2012-09-13 01:00:00,3,0,1,1,22.14,25.76,77,6.0032,6,22,28
 9355 | 2012-09-13 02:00:00,3,0,1,1,22.14,25.76,77,0,0,9,9
 9356 | 2012-09-13 03:00:00,3,0,1,1,21.32,25,83,0,2,9,11
 9357 | 2012-09-13 04:00:00,3,0,1,1,21.32,25,83,0,0,6,6
 9358 | 2012-09-13 05:00:00,3,0,1,1,21.32,25,83,0,3,54,57
 9359 | 2012-09-13 06:00:00,3,0,1,1,20.5,24.24,82,0,9,186,195
 9360 | 2012-09-13 07:00:00,3,0,1,1,22.14,25.76,77,0,22,549,571
 9361 | 2012-09-13 08:00:00,3,0,1,1,22.96,26.515,73,0,33,725,758
 9362 | 2012-09-13 09:00:00,3,0,1,1,24.6,30.305,64,6.0032,46,292,338
 9363 | 2012-09-13 10:00:00,3,0,1,1,26.24,31.06,61,6.0032,63,149,212
 9364 | 2012-09-13 11:00:00,3,0,1,1,27.06,31.06,50,11.0014,71,183,254
 9365 | 2012-09-13 12:00:00,3,0,1,1,27.88,31.82,44,7.0015,57,240,297
 9366 | 2012-09-13 13:00:00,3,0,1,1,28.7,31.82,42,0,60,223,283
 9367 | 2012-09-13 14:00:00,3,0,1,1,29.52,32.575,39,8.9981,60,214,274
 9368 | 2012-09-13 15:00:00,3,0,1,1,29.52,32.575,42,7.0015,99,253,352
 9369 | 2012-09-13 16:00:00,3,0,1,1,29.52,32.575,39,6.0032,85,406,491
 9370 | 2012-09-13 17:00:00,3,0,1,1,29.52,32.575,42,12.998,97,787,884
 9371 | 2012-09-13 18:00:00,3,0,1,1,27.88,31.82,57,16.9979,108,744,852
 9372 | 2012-09-13 19:00:00,3,0,1,1,26.24,30.305,65,8.9981,80,594,674
 9373 | 2012-09-13 20:00:00,3,0,1,1,25.42,30.305,69,7.0015,55,408,463
 9374 | 2012-09-13 21:00:00,3,0,1,1,25.42,30.305,65,7.0015,26,291,317
 9375 | 2012-09-13 22:00:00,3,0,1,1,24.6,29.545,69,8.9981,28,223,251
 9376 | 2012-09-13 23:00:00,3,0,1,1,23.78,27.275,73,7.0015,33,137,170
 9377 | 2012-09-14 00:00:00,3,0,1,1,22.96,26.515,73,6.0032,24,63,87
 9378 | 2012-09-14 01:00:00,3,0,1,1,22.96,26.515,73,6.0032,6,35,41
 9379 | 2012-09-14 02:00:00,3,0,1,1,22.96,26.515,73,0,7,23,30
 9380 | 2012-09-14 03:00:00,3,0,1,1,22.14,25.76,77,0,5,9,14
 9381 | 2012-09-14 04:00:00,3,0,1,1,22.14,25.76,77,0,1,11,12
 9382 | 2012-09-14 05:00:00,3,0,1,1,22.14,25.76,83,0,1,40,41
 9383 | 2012-09-14 06:00:00,3,0,1,1,22.14,25.76,88,0,8,144,152
 9384 | 2012-09-14 07:00:00,3,0,1,2,22.96,26.515,88,0,17,437,454
 9385 | 2012-09-14 08:00:00,3,0,1,2,24.6,28.79,78,11.0014,51,715,766
 9386 | 2012-09-14 09:00:00,3,0,1,2,25.42,29.545,78,11.0014,46,301,347
 9387 | 2012-09-14 10:00:00,3,0,1,2,27.88,31.82,65,0,75,171,246
 9388 | 2012-09-14 11:00:00,3,0,1,2,27.88,31.82,61,7.0015,84,196,280
 9389 | 2012-09-14 12:00:00,3,0,1,2,28.7,32.575,54,12.998,119,290,409
 9390 | 2012-09-14 13:00:00,3,0,1,2,28.7,32.575,54,12.998,107,301,408
 9391 | 2012-09-14 14:00:00,3,0,1,2,29.52,32.575,45,11.0014,113,258,371
 9392 | 2012-09-14 15:00:00,3,0,1,2,29.52,33.335,48,8.9981,94,273,367
 9393 | 2012-09-14 16:00:00,3,0,1,2,29.52,33.335,51,0,109,454,563
 9394 | 2012-09-14 17:00:00,3,0,1,1,29.52,33.335,51,12.998,137,757,894
 9395 | 2012-09-14 18:00:00,3,0,1,1,29.52,32.575,45,15.0013,116,692,808
 9396 | 2012-09-14 19:00:00,3,0,1,1,27.88,31.82,57,11.0014,83,496,579
 9397 | 2012-09-14 20:00:00,3,0,1,1,27.06,31.06,61,7.0015,67,337,404
 9398 | 2012-09-14 21:00:00,3,0,1,1,26.24,30.305,73,15.0013,42,270,312
 9399 | 2012-09-14 22:00:00,3,0,1,1,25.42,28.79,83,12.998,40,189,229
 9400 | 2012-09-14 23:00:00,3,0,1,1,25.42,29.545,78,6.0032,27,168,195
 9401 | 2012-09-15 00:00:00,3,0,0,1,24.6,28.03,83,7.0015,38,169,207
 9402 | 2012-09-15 01:00:00,3,0,0,1,24.6,29.545,73,0,8,101,109
 9403 | 2012-09-15 02:00:00,3,0,0,1,23.78,27.275,78,7.0015,18,75,93
 9404 | 2012-09-15 03:00:00,3,0,0,1,24.6,29.545,73,16.9979,6,31,37
 9405 | 2012-09-15 04:00:00,3,0,0,2,24.6,29.545,69,23.9994,3,3,6
 9406 | 2012-09-15 05:00:00,3,0,0,1,23.78,27.275,60,35.0008,1,15,16
 9407 | 2012-09-15 06:00:00,3,0,0,1,22.14,25.76,49,27.9993,6,27,33
 9408 | 2012-09-15 07:00:00,3,0,0,1,22.14,25.76,52,19.0012,10,63,73
 9409 | 2012-09-15 08:00:00,3,0,0,1,22.96,26.515,49,27.9993,43,169,212
 9410 | 2012-09-15 09:00:00,3,0,0,1,24.6,31.06,43,27.9993,79,263,342
 9411 | 2012-09-15 10:00:00,3,0,0,1,25.42,31.06,41,26.0027,119,323,442
 9412 | 2012-09-15 11:00:00,3,0,0,1,26.24,31.06,38,26.0027,228,399,627
 9413 | 2012-09-15 12:00:00,3,0,0,1,27.06,31.06,36,23.9994,287,419,706
 9414 | 2012-09-15 13:00:00,3,0,0,1,27.88,31.82,36,12.998,327,377,704
 9415 | 2012-09-15 14:00:00,3,0,0,1,27.88,31.82,34,22.0028,325,390,715
 9416 | 2012-09-15 15:00:00,3,0,0,2,27.88,31.82,34,19.0012,312,342,654
 9417 | 2012-09-15 16:00:00,3,0,0,2,27.06,31.06,36,15.0013,350,433,783
 9418 | 2012-09-15 17:00:00,3,0,0,2,27.06,31.06,36,16.9979,295,434,729
 9419 | 2012-09-15 18:00:00,3,0,0,2,26.24,31.06,36,19.0012,232,382,614
 9420 | 2012-09-15 19:00:00,3,0,0,1,25.42,31.06,41,11.0014,169,309,478
 9421 | 2012-09-15 20:00:00,3,0,0,1,24.6,31.06,43,6.0032,89,241,330
 9422 | 2012-09-15 21:00:00,3,0,0,1,22.96,26.515,52,7.0015,86,210,296
 9423 | 2012-09-15 22:00:00,3,0,0,1,22.96,26.515,52,0,82,197,279
 9424 | 2012-09-15 23:00:00,3,0,0,1,22.14,25.76,60,0,47,182,229
 9425 | 2012-09-16 00:00:00,3,0,0,1,22.14,25.76,64,0,28,123,151
 9426 | 2012-09-16 01:00:00,3,0,0,1,22.14,25.76,64,0,35,82,117
 9427 | 2012-09-16 02:00:00,3,0,0,1,21.32,25,63,0,27,62,89
 9428 | 2012-09-16 03:00:00,3,0,0,1,20.5,24.24,68,0,10,38,48
 9429 | 2012-09-16 04:00:00,3,0,0,1,20.5,24.24,72,0,2,6,8
 9430 | 2012-09-16 05:00:00,3,0,0,1,20.5,24.24,72,0,3,10,13
 9431 | 2012-09-16 06:00:00,3,0,0,1,20.5,24.24,72,0,9,26,35
 9432 | 2012-09-16 07:00:00,3,0,0,1,20.5,24.24,77,7.0015,28,43,71
 9433 | 2012-09-16 08:00:00,3,0,0,1,22.14,25.76,64,11.0014,34,94,128
 9434 | 2012-09-16 09:00:00,3,0,0,1,23.78,27.275,60,8.9981,70,226,296
 9435 | 2012-09-16 10:00:00,3,0,0,1,25.42,31.06,50,7.0015,160,330,490
 9436 | 2012-09-16 11:00:00,3,0,0,1,26.24,31.06,47,11.0014,183,376,559
 9437 | 2012-09-16 12:00:00,3,0,0,1,27.06,31.06,44,11.0014,188,468,656
 9438 | 2012-09-16 13:00:00,3,0,0,1,26.24,31.06,41,11.0014,240,454,694
 9439 | 2012-09-16 14:00:00,3,0,0,1,27.06,31.06,39,8.9981,225,410,635
 9440 | 2012-09-16 15:00:00,3,0,0,1,26.24,31.06,41,11.0014,215,342,557
 9441 | 2012-09-16 16:00:00,3,0,0,1,26.24,31.06,44,11.0014,194,402,596
 9442 | 2012-09-16 17:00:00,3,0,0,1,27.06,31.06,41,0,177,393,570
 9443 | 2012-09-16 18:00:00,3,0,0,1,25.42,31.06,50,11.0014,120,361,481
 9444 | 2012-09-16 19:00:00,3,0,0,1,25.42,31.06,50,8.9981,91,312,403
 9445 | 2012-09-16 20:00:00,3,0,0,1,24.6,31.06,53,7.0015,57,267,324
 9446 | 2012-09-16 21:00:00,3,0,0,1,24.6,31.06,56,7.0015,43,148,191
 9447 | 2012-09-16 22:00:00,3,0,0,1,22.96,26.515,68,6.0032,18,109,127
 9448 | 2012-09-16 23:00:00,3,0,0,1,22.14,25.76,68,7.0015,9,85,94
 9449 | 2012-09-17 00:00:00,3,0,1,1,22.14,25.76,68,11.0014,14,31,45
 9450 | 2012-09-17 01:00:00,3,0,1,1,21.32,25,72,6.0032,9,12,21
 9451 | 2012-09-17 02:00:00,3,0,1,1,21.32,25,72,0,5,8,13
 9452 | 2012-09-17 03:00:00,3,0,1,1,20.5,24.24,77,6.0032,0,7,7
 9453 | 2012-09-17 04:00:00,3,0,1,1,20.5,24.24,77,0,2,9,11
 9454 | 2012-09-17 05:00:00,3,0,1,1,19.68,23.485,82,6.0032,1,44,45
 9455 | 2012-09-17 06:00:00,3,0,1,1,19.68,23.485,82,0,7,157,164
 9456 | 2012-09-17 07:00:00,3,0,1,1,21.32,25,77,0,18,474,492
 9457 | 2012-09-17 08:00:00,3,0,1,1,22.14,25.76,77,6.0032,36,647,683
 9458 | 2012-09-17 09:00:00,3,0,1,1,23.78,27.275,68,8.9981,34,265,299
 9459 | 2012-09-17 10:00:00,3,0,1,2,25.42,30.305,65,12.998,73,129,202
 9460 | 2012-09-17 11:00:00,3,0,1,2,25.42,30.305,69,15.0013,61,191,252
 9461 | 2012-09-17 12:00:00,3,0,1,2,25.42,30.305,69,12.998,62,233,295
 9462 | 2012-09-17 13:00:00,3,0,1,1,26.24,30.305,65,16.9979,112,231,343
 9463 | 2012-09-17 14:00:00,3,0,1,2,26.24,30.305,65,16.9979,129,203,332
 9464 | 2012-09-17 15:00:00,3,0,1,2,26.24,30.305,65,16.9979,82,256,338
 9465 | 2012-09-17 16:00:00,3,0,1,2,26.24,30.305,69,16.9979,74,379,453
 9466 | 2012-09-17 17:00:00,3,0,1,2,26.24,30.305,65,15.0013,102,740,842
 9467 | 2012-09-17 18:00:00,3,0,1,2,25.42,29.545,73,11.0014,66,708,774
 9468 | 2012-09-17 19:00:00,3,0,1,2,25.42,29.545,73,7.0015,51,435,486
 9469 | 2012-09-17 20:00:00,3,0,1,2,25.42,29.545,73,8.9981,32,308,340
 9470 | 2012-09-17 21:00:00,3,0,1,3,25.42,28.79,83,15.0013,28,205,233
 9471 | 2012-09-17 22:00:00,3,0,1,3,25.42,28.79,83,16.9979,20,109,129
 9472 | 2012-09-17 23:00:00,3,0,1,3,24.6,25.76,94,16.9979,4,66,70
 9473 | 2012-09-18 00:00:00,3,0,1,3,24.6,25.76,94,16.9979,2,11,13
 9474 | 2012-09-18 01:00:00,3,0,1,3,24.6,25.76,94,12.998,0,5,5
 9475 | 2012-09-18 02:00:00,3,0,1,3,24.6,25.76,94,12.998,0,4,4
 9476 | 2012-09-18 03:00:00,3,0,1,2,25.42,27.275,94,19.0012,0,6,6
 9477 | 2012-09-18 04:00:00,3,0,1,2,25.42,27.275,94,23.9994,2,5,7
 9478 | 2012-09-18 05:00:00,3,0,1,2,26.24,28.79,89,22.0028,3,45,48
 9479 | 2012-09-18 06:00:00,3,0,1,2,26.24,28.79,89,22.0028,4,163,167
 9480 | 2012-09-18 07:00:00,3,0,1,2,26.24,28.79,89,30.0026,13,343,356
 9481 | 2012-09-18 08:00:00,3,0,1,2,27.06,30.305,83,36.9974,32,640,672
 9482 | 2012-09-18 09:00:00,3,0,1,2,27.06,30.305,83,39.0007,27,266,293
 9483 | 2012-09-18 10:00:00,3,0,1,3,27.88,31.82,79,43.0006,30,130,160
 9484 | 2012-09-18 11:00:00,3,0,1,2,27.88,31.82,79,43.0006,36,115,151
 9485 | 2012-09-18 12:00:00,3,0,1,3,27.88,31.82,83,30.0026,16,72,88
 9486 | 2012-09-18 13:00:00,3,0,1,2,28.7,33.335,74,39.0007,17,97,114
 9487 | 2012-09-18 14:00:00,3,0,1,3,24.6,25.76,94,31.0009,27,116,143
 9488 | 2012-09-18 15:00:00,3,0,1,3,24.6,27.275,88,16.9979,1,35,36
 9489 | 2012-09-18 16:00:00,3,0,1,3,24.6,27.275,88,19.9995,19,122,141
 9490 | 2012-09-18 17:00:00,3,0,1,3,24.6,27.275,88,12.998,36,302,338
 9491 | 2012-09-18 18:00:00,3,0,1,2,24.6,27.275,88,11.0014,19,262,281
 9492 | 2012-09-18 19:00:00,3,0,1,2,24.6,27.275,88,19.9995,22,302,324
 9493 | 2012-09-18 20:00:00,3,0,1,2,24.6,27.275,88,12.998,19,271,290
 9494 | 2012-09-18 21:00:00,3,0,1,2,24.6,27.275,88,12.998,21,186,207
 9495 | 2012-09-18 22:00:00,3,0,1,3,23.78,27.275,83,31.0009,14,137,151
 9496 | 2012-09-18 23:00:00,3,0,1,2,22.96,26.515,83,15.0013,11,67,78
 9497 | 2012-09-19 00:00:00,3,0,1,2,22.96,26.515,68,19.0012,3,23,26
 9498 | 2012-09-19 01:00:00,3,0,1,2,22.14,25.76,68,16.9979,0,12,12
 9499 | 2012-09-19 02:00:00,3,0,1,2,22.14,25.76,64,22.0028,0,3,3
 9500 | 2012-09-19 03:00:00,3,0,1,2,21.32,25,63,16.9979,1,4,5
 9501 | 2012-09-19 04:00:00,3,0,1,2,21.32,25,68,23.9994,0,10,10
 9502 | 2012-09-19 05:00:00,3,0,1,2,21.32,25,68,19.0012,2,54,56
 9503 | 2012-09-19 06:00:00,3,0,1,1,21.32,25,63,16.9979,6,166,172
 9504 | 2012-09-19 07:00:00,3,0,1,1,21.32,25,63,15.0013,16,529,545
 9505 | 2012-09-19 08:00:00,3,0,1,1,21.32,25,59,15.0013,39,758,797
 9506 | 2012-09-19 09:00:00,3,0,1,1,22.14,25.76,60,16.9979,26,336,362
 9507 | 2012-09-19 10:00:00,3,0,1,1,22.96,26.515,52,12.998,23,169,192
 9508 | 2012-09-19 11:00:00,3,0,1,1,24.6,31.06,43,16.9979,44,203,247
 9509 | 2012-09-19 12:00:00,3,0,1,1,24.6,31.06,43,16.9979,53,260,313
 9510 | 2012-09-19 13:00:00,3,0,1,1,24.6,31.06,40,16.9979,55,234,289
 9511 | 2012-09-19 14:00:00,3,0,1,1,25.42,31.06,38,16.9979,59,227,286
 9512 | 2012-09-19 15:00:00,3,0,1,1,25.42,31.06,35,0,57,254,311
 9513 | 2012-09-19 16:00:00,3,0,1,1,25.42,31.06,35,0,69,397,466
 9514 | 2012-09-19 17:00:00,3,0,1,1,24.6,31.06,38,15.0013,74,812,886
 9515 | 2012-09-19 18:00:00,3,0,1,1,23.78,27.275,40,19.0012,85,807,892
 9516 | 2012-09-19 19:00:00,3,0,1,1,22.96,26.515,43,15.0013,72,539,611
 9517 | 2012-09-19 20:00:00,3,0,1,1,21.32,25,48,11.0014,31,378,409
 9518 | 2012-09-19 21:00:00,3,0,1,1,20.5,24.24,59,11.0014,25,324,349
 9519 | 2012-09-19 22:00:00,3,0,1,1,20.5,24.24,63,6.0032,31,198,229
 9520 | 2012-09-19 23:00:00,3,0,1,1,19.68,23.485,67,6.0032,17,106,123
 9521 | 2012-10-01 00:00:00,4,0,1,1,18.86,22.725,72,7.0015,6,39,45
 9522 | 2012-10-01 01:00:00,4,0,1,1,18.04,21.97,77,6.0032,5,13,18
 9523 | 2012-10-01 02:00:00,4,0,1,1,18.86,22.725,72,0,6,6,12
 9524 | 2012-10-01 03:00:00,4,0,1,1,18.04,21.97,77,0,1,6,7
 9525 | 2012-10-01 04:00:00,4,0,1,1,17.22,21.21,82,7.0015,0,10,10
 9526 | 2012-10-01 05:00:00,4,0,1,1,18.04,21.97,77,0,2,34,36
 9527 | 2012-10-01 06:00:00,4,0,1,1,18.04,21.97,77,7.0015,8,147,155
 9528 | 2012-10-01 07:00:00,4,0,1,1,18.04,21.97,77,11.0014,13,470,483
 9529 | 2012-10-01 08:00:00,4,0,1,2,18.86,22.725,77,7.0015,40,744,784
 9530 | 2012-10-01 09:00:00,4,0,1,2,21.32,25,63,0,26,314,340
 9531 | 2012-10-01 10:00:00,4,0,1,1,22.14,25.76,56,0,44,135,179
 9532 | 2012-10-01 11:00:00,4,0,1,1,23.78,27.275,46,0,76,196,272
 9533 | 2012-10-01 12:00:00,4,0,1,2,24.6,31.06,43,11.0014,61,262,323
 9534 | 2012-10-01 13:00:00,4,0,1,2,24.6,31.06,43,11.0014,80,225,305
 9535 | 2012-10-01 14:00:00,4,0,1,2,24.6,31.06,43,7.0015,51,193,244
 9536 | 2012-10-01 15:00:00,4,0,1,2,25.42,31.06,43,8.9981,95,234,329
 9537 | 2012-10-01 16:00:00,4,0,1,2,25.42,31.06,46,16.9979,51,408,459
 9538 | 2012-10-01 17:00:00,4,0,1,3,22.96,26.515,60,16.9979,65,791,856
 9539 | 2012-10-01 18:00:00,4,0,1,3,22.96,26.515,64,7.0015,42,571,613
 9540 | 2012-10-01 19:00:00,4,0,1,2,22.14,25.76,68,7.0015,33,483,516
 9541 | 2012-10-01 20:00:00,4,0,1,3,22.14,25.76,68,0,11,251,262
 9542 | 2012-10-01 21:00:00,4,0,1,2,22.14,25.76,73,8.9981,13,205,218
 9543 | 2012-10-01 22:00:00,4,0,1,3,22.14,25.76,77,6.0032,17,190,207
 9544 | 2012-10-01 23:00:00,4,0,1,3,22.14,25.76,77,0,17,88,105
 9545 | 2012-10-02 00:00:00,4,0,1,2,22.96,26.515,73,0,1,30,31
 9546 | 2012-10-02 01:00:00,4,0,1,2,22.14,25.76,77,7.0015,0,11,11
 9547 | 2012-10-02 02:00:00,4,0,1,2,22.14,25.76,77,7.0015,0,2,2
 9548 | 2012-10-02 03:00:00,4,0,1,2,22.14,25.76,88,12.998,1,4,5
 9549 | 2012-10-02 04:00:00,4,0,1,2,22.96,26.515,83,6.0032,2,8,10
 9550 | 2012-10-02 05:00:00,4,0,1,2,22.96,26.515,83,8.9981,1,42,43
 9551 | 2012-10-02 06:00:00,4,0,1,3,23.78,27.275,83,7.0015,3,176,179
 9552 | 2012-10-02 07:00:00,4,0,1,3,23.78,27.275,83,7.0015,4,256,260
 9553 | 2012-10-02 08:00:00,4,0,1,3,24.6,27.275,88,0,6,128,134
 9554 | 2012-10-02 09:00:00,4,0,1,3,23.78,27.275,88,8.9981,3,83,86
 9555 | 2012-10-02 10:00:00,4,0,1,3,23.78,27.275,88,8.9981,3,42,45
 9556 | 2012-10-02 11:00:00,4,0,1,3,23.78,27.275,94,8.9981,7,92,99
 9557 | 2012-10-02 12:00:00,4,0,1,2,24.6,27.275,88,12.998,6,98,104
 9558 | 2012-10-02 13:00:00,4,0,1,2,24.6,27.275,88,8.9981,6,148,154
 9559 | 2012-10-02 14:00:00,4,0,1,3,24.6,27.275,88,8.9981,16,147,163
 9560 | 2012-10-02 15:00:00,4,0,1,3,25.42,28.79,83,8.9981,14,195,209
 9561 | 2012-10-02 16:00:00,4,0,1,3,25.42,28.03,88,8.9981,46,328,374
 9562 | 2012-10-02 17:00:00,4,0,1,3,25.42,28.03,88,7.0015,38,677,715
 9563 | 2012-10-02 18:00:00,4,0,1,3,25.42,27.275,94,6.0032,48,639,687
 9564 | 2012-10-02 19:00:00,4,0,1,3,25.42,27.275,94,0,27,368,395
 9565 | 2012-10-02 20:00:00,4,0,1,3,25.42,27.275,94,8.9981,20,286,306
 9566 | 2012-10-02 21:00:00,4,0,1,3,25.42,27.275,94,7.0015,24,265,289
 9567 | 2012-10-02 22:00:00,4,0,1,2,25.42,27.275,94,7.0015,28,212,240
 9568 | 2012-10-02 23:00:00,4,0,1,2,25.42,27.275,94,0,11,87,98
 9569 | 2012-10-03 00:00:00,4,0,1,3,25.42,27.275,94,0,5,47,52
 9570 | 2012-10-03 01:00:00,4,0,1,2,25.42,27.275,94,0,3,16,19
 9571 | 2012-10-03 02:00:00,4,0,1,2,25.42,27.275,94,0,2,7,9
 9572 | 2012-10-03 03:00:00,4,0,1,2,24.6,25.76,94,0,0,7,7
 9573 | 2012-10-03 04:00:00,4,0,1,2,24.6,25,100,0,2,9,11
 9574 | 2012-10-03 05:00:00,4,0,1,2,25.42,27.275,94,7.0015,2,32,34
 9575 | 2012-10-03 06:00:00,4,0,1,2,24.6,25.76,94,8.9981,4,173,177
 9576 | 2012-10-03 07:00:00,4,0,1,2,24.6,25.76,94,12.998,11,504,515
 9577 | 2012-10-03 08:00:00,4,0,1,2,25.42,28.03,88,7.0015,28,781,809
 9578 | 2012-10-03 09:00:00,4,0,1,2,25.42,28.79,83,12.998,30,332,362
 9579 | 2012-10-03 10:00:00,4,0,1,1,27.06,30.305,78,11.0014,29,146,175
 9580 | 2012-10-03 11:00:00,4,0,1,1,27.06,30.305,78,11.0014,52,178,230
 9581 | 2012-10-03 12:00:00,4,0,1,2,28.7,32.575,70,7.0015,69,289,358
 9582 | 2012-10-03 13:00:00,4,0,1,2,28.7,33.335,74,7.0015,55,224,279
 9583 | 2012-10-03 14:00:00,4,0,1,2,29.52,34.09,70,11.0014,56,195,251
 9584 | 2012-10-03 15:00:00,4,0,1,2,29.52,34.09,62,11.0014,59,260,319
 9585 | 2012-10-03 16:00:00,4,0,1,2,29.52,33.335,58,0,42,436,478
 9586 | 2012-10-03 17:00:00,4,0,1,1,28.7,32.575,65,0,84,833,917
 9587 | 2012-10-03 18:00:00,4,0,1,1,28.7,32.575,65,0,54,756,810
 9588 | 2012-10-03 19:00:00,4,0,1,1,28.7,32.575,65,0,49,544,593
 9589 | 2012-10-03 20:00:00,4,0,1,1,28.7,32.575,65,0,48,449,497
 9590 | 2012-10-03 21:00:00,4,0,1,2,27.06,31.06,74,0,14,195,209
 9591 | 2012-10-03 22:00:00,4,0,1,1,27.06,31.06,74,0,9,232,241
 9592 | 2012-10-03 23:00:00,4,0,1,2,27.06,30.305,78,0,21,199,220
 9593 | 2012-10-04 00:00:00,4,0,1,3,26.24,28.79,89,0,11,65,76
 9594 | 2012-10-04 01:00:00,4,0,1,2,25.42,27.275,94,0,2,23,25
 9595 | 2012-10-04 02:00:00,4,0,1,1,26.24,28.79,89,0,3,10,13
 9596 | 2012-10-04 03:00:00,4,0,1,2,25.42,28.03,88,0,5,6,11
 9597 | 2012-10-04 04:00:00,4,0,1,2,26.24,28.79,89,0,0,10,10
 9598 | 2012-10-04 05:00:00,4,0,1,3,26.24,28.79,89,7.0015,2,37,39
 9599 | 2012-10-04 06:00:00,4,0,1,3,25.42,27.275,94,6.0032,1,132,133
 9600 | 2012-10-04 07:00:00,4,0,1,2,26.24,28.79,89,6.0032,12,379,391
 9601 | 2012-10-04 08:00:00,4,0,1,1,26.24,28.79,89,0,27,711,738
 9602 | 2012-10-04 09:00:00,4,0,1,2,26.24,28.79,89,12.998,40,319,359
 9603 | 2012-10-04 10:00:00,4,0,1,2,27.06,30.305,83,8.9981,27,150,177
 9604 | 2012-10-04 11:00:00,4,0,1,2,28.7,32.575,70,7.0015,38,176,214
 9605 | 2012-10-04 12:00:00,4,0,1,2,29.52,33.335,54,12.998,57,231,288
 9606 | 2012-10-04 13:00:00,4,0,1,2,29.52,33.335,58,22.0028,63,231,294
 9607 | 2012-10-04 14:00:00,4,0,1,1,28.7,32.575,61,16.9979,56,211,267
 9608 | 2012-10-04 15:00:00,4,0,1,1,29.52,33.335,54,19.0012,77,248,325
 9609 | 2012-10-04 16:00:00,4,0,1,1,28.7,32.575,54,19.0012,86,411,497
 9610 | 2012-10-04 17:00:00,4,0,1,1,28.7,32.575,51,15.0013,112,789,901
 9611 | 2012-10-04 18:00:00,4,0,1,1,27.06,31.06,57,7.0015,75,812,887
 9612 | 2012-10-04 19:00:00,4,0,1,1,27.06,31.06,57,7.0015,67,467,534
 9613 | 2012-10-04 20:00:00,4,0,1,1,26.24,30.305,65,7.0015,50,391,441
 9614 | 2012-10-04 21:00:00,4,0,1,1,25.42,30.305,69,0,33,288,321
 9615 | 2012-10-04 22:00:00,4,0,1,1,26.24,31.06,47,8.9981,29,203,232
 9616 | 2012-10-04 23:00:00,4,0,1,1,24.6,31.06,56,6.0032,18,137,155
 9617 | 2012-10-05 00:00:00,4,0,1,1,22.96,26.515,73,0,16,86,102
 9618 | 2012-10-05 01:00:00,4,0,1,1,22.14,25.76,68,7.0015,3,43,46
 9619 | 2012-10-05 02:00:00,4,0,1,1,22.14,25.76,73,6.0032,1,10,11
 9620 | 2012-10-05 03:00:00,4,0,1,1,22.14,25.76,73,0,5,11,16
 9621 | 2012-10-05 04:00:00,4,0,1,1,22.14,25.76,77,0,0,11,11
 9622 | 2012-10-05 05:00:00,4,0,1,1,21.32,25,77,0,0,41,41
 9623 | 2012-10-05 06:00:00,4,0,1,1,21.32,25,83,0,4,133,137
 9624 | 2012-10-05 07:00:00,4,0,1,1,21.32,25,83,7.0015,11,417,428
 9625 | 2012-10-05 08:00:00,4,0,1,1,23.78,27.275,64,0,36,749,785
 9626 | 2012-10-05 09:00:00,4,0,1,1,24.6,30.305,60,6.0032,58,326,384
 9627 | 2012-10-05 10:00:00,4,0,1,1,27.06,31.06,54,0,68,192,260
 9628 | 2012-10-05 11:00:00,4,0,1,1,28.7,32.575,48,12.998,90,214,304
 9629 | 2012-10-05 12:00:00,4,0,1,1,29.52,32.575,42,11.0014,161,307,468
 9630 | 2012-10-05 13:00:00,4,0,1,1,28.7,32.575,48,0,117,307,424
 9631 | 2012-10-05 14:00:00,4,0,1,1,30.34,32.575,37,15.0013,113,287,400
 9632 | 2012-10-05 15:00:00,4,0,1,1,29.52,32.575,39,16.9979,150,320,470
 9633 | 2012-10-05 16:00:00,4,0,1,1,29.52,32.575,37,0,153,481,634
 9634 | 2012-10-05 17:00:00,4,0,1,1,28.7,31.82,42,11.0014,158,742,900
 9635 | 2012-10-05 18:00:00,4,0,1,1,26.24,31.06,57,8.9981,106,655,761
 9636 | 2012-10-05 19:00:00,4,0,1,1,25.42,29.545,73,11.0014,67,433,500
 9637 | 2012-10-05 20:00:00,4,0,1,1,24.6,28.79,78,8.9981,66,306,372
 9638 | 2012-10-05 21:00:00,4,0,1,1,24.6,29.545,69,15.0013,47,220,267
 9639 | 2012-10-05 22:00:00,4,0,1,1,24.6,29.545,73,19.0012,63,201,264
 9640 | 2012-10-05 23:00:00,4,0,1,1,23.78,27.275,78,15.0013,23,148,171
 9641 | 2012-10-06 00:00:00,4,0,0,1,22.96,26.515,83,11.0014,37,154,191
 9642 | 2012-10-06 01:00:00,4,0,0,1,22.96,26.515,83,16.9979,25,116,141
 9643 | 2012-10-06 02:00:00,4,0,0,1,22.96,26.515,78,12.998,13,62,75
 9644 | 2012-10-06 03:00:00,4,0,0,1,22.14,25.76,77,15.0013,2,54,56
 9645 | 2012-10-06 04:00:00,4,0,0,1,22.14,25.76,83,16.9979,4,7,11
 9646 | 2012-10-06 05:00:00,4,0,0,1,22.14,25.76,83,12.998,2,8,10
 9647 | 2012-10-06 06:00:00,4,0,0,1,22.14,25.76,88,16.9979,2,28,30
 9648 | 2012-10-06 07:00:00,4,0,0,1,22.14,25.76,83,19.9995,13,71,84
 9649 | 2012-10-06 08:00:00,4,0,0,1,22.96,26.515,83,12.998,22,184,206
 9650 | 2012-10-06 09:00:00,4,0,0,1,24.6,29.545,73,12.998,130,265,395
 9651 | 2012-10-06 10:00:00,4,0,0,1,25.42,30.305,69,19.0012,198,341,539
 9652 | 2012-10-06 11:00:00,4,0,0,1,26.24,30.305,65,16.9979,258,389,647
 9653 | 2012-10-06 12:00:00,4,0,0,1,28.7,32.575,54,7.0015,362,381,743
 9654 | 2012-10-06 13:00:00,4,0,0,2,26.24,31.06,57,35.0008,310,400,710
 9655 | 2012-10-06 14:00:00,4,0,0,2,24.6,31.06,56,27.9993,269,307,576
 9656 | 2012-10-06 15:00:00,4,0,0,1,24.6,31.06,46,27.9993,279,341,620
 9657 | 2012-10-06 16:00:00,4,0,0,1,24.6,31.06,43,35.0008,317,342,659
 9658 | 2012-10-06 17:00:00,4,0,0,1,22.14,25.76,49,26.0027,268,342,610
 9659 | 2012-10-06 18:00:00,4,0,0,1,21.32,25,48,27.9993,183,312,495
 9660 | 2012-10-06 19:00:00,4,0,0,1,19.68,23.485,55,15.0013,102,239,341
 9661 | 2012-10-06 20:00:00,4,0,0,1,19.68,23.485,55,16.9979,75,172,247
 9662 | 2012-10-06 21:00:00,4,0,0,1,18.86,22.725,59,8.9981,78,137,215
 9663 | 2012-10-06 22:00:00,4,0,0,1,18.04,21.97,62,8.9981,45,140,185
 9664 | 2012-10-06 23:00:00,4,0,0,1,18.04,21.97,62,8.9981,37,142,179
 9665 | 2012-10-07 00:00:00,4,0,0,1,18.04,21.97,62,11.0014,28,99,127
 9666 | 2012-10-07 01:00:00,4,0,0,1,18.04,21.97,54,15.0013,29,80,109
 9667 | 2012-10-07 02:00:00,4,0,0,1,17.22,21.21,62,8.9981,10,64,74
 9668 | 2012-10-07 03:00:00,4,0,0,2,18.04,21.97,62,8.9981,5,17,22
 9669 | 2012-10-07 04:00:00,4,0,0,2,18.04,21.97,54,16.9979,5,6,11
 9670 | 2012-10-07 05:00:00,4,0,0,2,18.04,21.97,54,8.9981,2,8,10
 9671 | 2012-10-07 06:00:00,4,0,0,2,18.04,21.97,54,12.998,4,19,23
 9672 | 2012-10-07 07:00:00,4,0,0,3,17.22,21.21,58,11.0014,6,29,35
 9673 | 2012-10-07 08:00:00,4,0,0,3,17.22,21.21,67,8.9981,11,51,62
 9674 | 2012-10-07 09:00:00,4,0,0,3,16.4,20.455,71,8.9981,16,70,86
 9675 | 2012-10-07 10:00:00,4,0,0,2,17.22,21.21,67,12.998,41,144,185
 9676 | 2012-10-07 11:00:00,4,0,0,2,17.22,21.21,71,7.0015,76,260,336
 9677 | 2012-10-07 12:00:00,4,0,0,2,17.22,21.21,71,0,100,292,392
 9678 | 2012-10-07 13:00:00,4,0,0,2,18.04,21.97,72,6.0032,80,240,320
 9679 | 2012-10-07 14:00:00,4,0,0,2,18.04,21.97,67,0,71,243,314
 9680 | 2012-10-07 15:00:00,4,0,0,3,17.22,21.21,77,8.9981,74,232,306
 9681 | 2012-10-07 16:00:00,4,0,0,3,16.4,20.455,82,11.0014,87,246,333
 9682 | 2012-10-07 17:00:00,4,0,0,3,16.4,20.455,82,15.0013,35,122,157
 9683 | 2012-10-07 18:00:00,4,0,0,3,16.4,20.455,82,12.998,24,82,106
 9684 | 2012-10-07 19:00:00,4,0,0,2,16.4,20.455,82,7.0015,17,97,114
 9685 | 2012-10-07 20:00:00,4,0,0,1,16.4,20.455,82,8.9981,19,97,116
 9686 | 2012-10-07 21:00:00,4,0,0,1,15.58,19.695,87,7.0015,22,91,113
 9687 | 2012-10-07 22:00:00,4,0,0,1,15.58,19.695,87,8.9981,7,72,79
 9688 | 2012-10-07 23:00:00,4,0,0,1,14.76,17.425,93,8.9981,12,68,80
 9689 | 2012-10-08 00:00:00,4,1,0,1,15.58,19.695,76,19.0012,7,44,51
 9690 | 2012-10-08 01:00:00,4,1,0,1,13.94,16.665,87,11.0014,2,35,37
 9691 | 2012-10-08 02:00:00,4,1,0,1,13.94,16.665,81,12.998,3,12,15
 9692 | 2012-10-08 03:00:00,4,1,0,1,13.94,17.425,81,7.0015,2,8,10
 9693 | 2012-10-08 04:00:00,4,1,0,1,13.12,16.665,87,8.9981,1,6,7
 9694 | 2012-10-08 05:00:00,4,1,0,1,13.94,15.91,76,15.0013,2,17,19
 9695 | 2012-10-08 06:00:00,4,1,0,1,13.94,17.425,76,7.0015,5,54,59
 9696 | 2012-10-08 07:00:00,4,1,0,2,13.94,16.665,76,11.0014,3,151,154
 9697 | 2012-10-08 08:00:00,4,1,0,2,14.76,17.425,71,15.0013,23,374,397
 9698 | 2012-10-08 09:00:00,4,1,0,2,15.58,19.695,66,11.0014,59,273,332
 9699 | 2012-10-08 10:00:00,4,1,0,2,15.58,19.695,68,8.9981,69,229,298
 9700 | 2012-10-08 11:00:00,4,1,0,2,16.4,20.455,62,6.0032,72,236,308
 9701 | 2012-10-08 12:00:00,4,1,0,2,17.22,21.21,63,11.0014,74,267,341
 9702 | 2012-10-08 13:00:00,4,1,0,2,17.22,21.21,62,12.998,82,323,405
 9703 | 2012-10-08 14:00:00,4,1,0,2,17.22,21.21,58,7.0015,121,299,420
 9704 | 2012-10-08 15:00:00,4,1,0,3,17.22,21.21,58,12.998,76,294,370
 9705 | 2012-10-08 16:00:00,4,1,0,3,17.22,21.21,58,12.998,61,316,377
 9706 | 2012-10-08 17:00:00,4,1,0,2,17.22,21.21,66,16.9979,81,416,497
 9707 | 2012-10-08 18:00:00,4,1,0,2,17.22,21.21,66,19.0012,41,415,456
 9708 | 2012-10-08 19:00:00,4,1,0,2,16.4,20.455,71,16.9979,38,333,371
 9709 | 2012-10-08 20:00:00,4,1,0,3,16.4,20.455,71,15.0013,20,207,227
 9710 | 2012-10-08 21:00:00,4,1,0,2,16.4,20.455,76,15.0013,17,134,151
 9711 | 2012-10-08 22:00:00,4,1,0,3,16.4,20.455,76,16.9979,6,101,107
 9712 | 2012-10-08 23:00:00,4,1,0,2,16.4,20.455,71,15.0013,9,60,69
 9713 | 2012-10-09 00:00:00,4,0,1,2,15.58,19.695,82,15.0013,9,22,31
 9714 | 2012-10-09 01:00:00,4,0,1,3,14.76,17.425,87,15.0013,0,13,13
 9715 | 2012-10-09 02:00:00,4,0,1,3,14.76,16.665,87,16.9979,2,5,7
 9716 | 2012-10-09 03:00:00,4,0,1,3,14.76,16.665,87,19.0012,0,3,3
 9717 | 2012-10-09 04:00:00,4,0,1,3,14.76,17.425,87,11.0014,1,6,7
 9718 | 2012-10-09 05:00:00,4,0,1,2,15.58,19.695,82,12.998,0,19,19
 9719 | 2012-10-09 06:00:00,4,0,1,2,15.58,19.695,82,16.9979,2,141,143
 9720 | 2012-10-09 07:00:00,4,0,1,1,15.58,19.695,83,16.9979,5,357,362
 9721 | 2012-10-09 08:00:00,4,0,1,2,17.22,21.21,80,12.998,15,698,713
 9722 | 2012-10-09 09:00:00,4,0,1,2,17.22,21.21,77,15.0013,37,345,382
 9723 | 2012-10-09 10:00:00,4,0,1,2,18.04,21.97,75,15.0013,33,131,164
 9724 | 2012-10-09 11:00:00,4,0,1,2,19.68,23.485,69,12.998,37,156,193
 9725 | 2012-10-09 12:00:00,4,0,1,2,19.68,23.485,69,12.998,43,217,260
 9726 | 2012-10-09 13:00:00,4,0,1,2,20.5,24.24,67,8.9981,54,184,238
 9727 | 2012-10-09 14:00:00,4,0,1,2,22.14,25.76,64,12.998,43,201,244
 9728 | 2012-10-09 15:00:00,4,0,1,2,21.32,25,63,11.0014,59,195,254
 9729 | 2012-10-09 16:00:00,4,0,1,2,20.5,24.24,72,11.0014,70,354,424
 9730 | 2012-10-09 17:00:00,4,0,1,2,21.32,25,68,11.0014,73,733,806
 9731 | 2012-10-09 18:00:00,4,0,1,2,20.5,24.24,72,15.0013,26,758,784
 9732 | 2012-10-09 19:00:00,4,0,1,2,20.5,24.24,72,11.0014,31,483,514
 9733 | 2012-10-09 20:00:00,4,0,1,2,20.5,24.24,72,11.0014,30,330,360
 9734 | 2012-10-09 21:00:00,4,0,1,2,19.68,23.485,77,8.9981,16,209,225
 9735 | 2012-10-09 22:00:00,4,0,1,2,19.68,23.485,77,6.0032,7,155,162
 9736 | 2012-10-09 23:00:00,4,0,1,2,19.68,23.485,77,6.0032,8,76,84
 9737 | 2012-10-10 00:00:00,4,0,1,2,18.86,22.725,88,6.0032,0,33,33
 9738 | 2012-10-10 01:00:00,4,0,1,2,18.86,22.725,88,0,2,6,8
 9739 | 2012-10-10 02:00:00,4,0,1,2,18.86,22.725,88,0,2,6,8
 9740 | 2012-10-10 03:00:00,4,0,1,2,18.86,22.725,88,0,0,6,6
 9741 | 2012-10-10 04:00:00,4,0,1,2,18.86,22.725,88,7.0015,0,6,6
 9742 | 2012-10-10 05:00:00,4,0,1,2,18.86,22.725,88,6.0032,2,38,40
 9743 | 2012-10-10 06:00:00,4,0,1,2,18.86,22.725,88,6.0032,3,172,175
 9744 | 2012-10-10 07:00:00,4,0,1,1,18.86,22.725,82,7.0015,9,498,507
 9745 | 2012-10-10 08:00:00,4,0,1,1,20.5,24.24,77,11.0014,33,806,839
 9746 | 2012-10-10 09:00:00,4,0,1,1,22.14,25.76,60,19.0012,35,331,366
 9747 | 2012-10-10 10:00:00,4,0,1,1,22.96,26.515,52,19.9995,27,190,217
 9748 | 2012-10-10 11:00:00,4,0,1,1,22.14,25.76,52,12.998,53,238,291
 9749 | 2012-10-10 12:00:00,4,0,1,1,22.14,25.76,56,15.0013,78,312,390
 9750 | 2012-10-10 13:00:00,4,0,1,1,22.96,26.515,49,0,60,237,297
 9751 | 2012-10-10 14:00:00,4,0,1,1,24.6,31.06,40,11.0014,63,208,271
 9752 | 2012-10-10 15:00:00,4,0,1,1,24.6,31.06,40,11.0014,58,261,319
 9753 | 2012-10-10 16:00:00,4,0,1,1,24.6,31.06,40,15.0013,92,474,566
 9754 | 2012-10-10 17:00:00,4,0,1,1,23.78,27.275,43,15.0013,91,857,948
 9755 | 2012-10-10 18:00:00,4,0,1,2,22.96,26.515,49,11.0014,57,787,844
 9756 | 2012-10-10 19:00:00,4,0,1,2,22.96,26.515,46,39.0007,32,534,566
 9757 | 2012-10-10 20:00:00,4,0,1,1,21.32,25,48,32.9975,21,371,392
 9758 | 2012-10-10 21:00:00,4,0,1,1,20.5,24.24,51,23.9994,18,251,269
 9759 | 2012-10-10 22:00:00,4,0,1,1,18.86,22.725,55,19.9995,27,170,197
 9760 | 2012-10-10 23:00:00,4,0,1,1,18.04,21.97,58,12.998,17,119,136
 9761 | 2012-10-11 00:00:00,4,0,1,1,18.04,21.97,51,8.9981,1,41,42
 9762 | 2012-10-11 01:00:00,4,0,1,1,18.04,21.97,47,12.998,1,10,11
 9763 | 2012-10-11 02:00:00,4,0,1,1,17.22,21.21,50,8.9981,4,7,11
 9764 | 2012-10-11 03:00:00,4,0,1,1,17.22,21.21,47,19.9995,0,3,3
 9765 | 2012-10-11 04:00:00,4,0,1,1,16.4,20.455,50,16.9979,0,10,10
 9766 | 2012-10-11 05:00:00,4,0,1,1,14.76,17.425,50,11.0014,0,42,42
 9767 | 2012-10-11 06:00:00,4,0,1,1,14.76,17.425,50,11.0014,1,158,159
 9768 | 2012-10-11 07:00:00,4,0,1,1,14.76,16.665,50,16.9979,11,467,478
 9769 | 2012-10-11 08:00:00,4,0,1,1,15.58,19.695,46,26.0027,25,773,798
 9770 | 2012-10-11 09:00:00,4,0,1,1,16.4,20.455,43,26.0027,27,328,355
 9771 | 2012-10-11 10:00:00,4,0,1,1,18.04,21.97,41,23.9994,39,165,204
 9772 | 2012-10-11 11:00:00,4,0,1,1,18.86,22.725,36,0,76,175,251
 9773 | 2012-10-11 12:00:00,4,0,1,1,18.86,22.725,36,0,47,279,326
 9774 | 2012-10-11 13:00:00,4,0,1,1,20.5,24.24,31,7.0015,48,243,291
 9775 | 2012-10-11 14:00:00,4,0,1,1,21.32,25,32,6.0032,78,270,348
 9776 | 2012-10-11 15:00:00,4,0,1,1,21.32,25,34,11.0014,102,358,460
 9777 | 2012-10-11 16:00:00,4,0,1,1,20.5,24.24,36,8.9981,68,413,481
 9778 | 2012-10-11 17:00:00,4,0,1,1,20.5,24.24,39,19.0012,90,737,827
 9779 | 2012-10-11 18:00:00,4,0,1,1,18.86,22.725,44,11.0014,64,628,692
 9780 | 2012-10-11 19:00:00,4,0,1,1,18.04,21.97,51,8.9981,81,662,743
 9781 | 2012-10-11 20:00:00,4,0,1,1,17.22,21.21,62,11.0014,27,388,415
 9782 | 2012-10-11 21:00:00,4,0,1,1,17.22,21.21,62,8.9981,24,236,260
 9783 | 2012-10-11 22:00:00,4,0,1,1,16.4,20.455,66,11.0014,10,167,177
 9784 | 2012-10-11 23:00:00,4,0,1,1,17.22,21.21,58,6.0032,10,176,186
 9785 | 2012-10-12 00:00:00,4,0,1,1,16.4,20.455,66,7.0015,8,60,68
 9786 | 2012-10-12 01:00:00,4,0,1,1,16.4,20.455,66,6.0032,8,29,37
 9787 | 2012-10-12 02:00:00,4,0,1,1,16.4,20.455,66,6.0032,0,16,16
 9788 | 2012-10-12 03:00:00,4,0,1,1,14.76,18.18,76,6.0032,0,6,6
 9789 | 2012-10-12 04:00:00,4,0,1,1,14.76,18.18,76,7.0015,0,8,8
 9790 | 2012-10-12 05:00:00,4,0,1,1,14.76,18.18,81,6.0032,2,33,35
 9791 | 2012-10-12 06:00:00,4,0,1,1,13.94,17.425,81,6.0032,3,140,143
 9792 | 2012-10-12 07:00:00,4,0,1,1,14.76,18.18,81,6.0032,8,384,392
 9793 | 2012-10-12 08:00:00,4,0,1,1,17.22,21.21,71,6.0032,34,711,745
 9794 | 2012-10-12 09:00:00,4,0,1,1,20.5,24.24,39,19.9995,26,374,400
 9795 | 2012-10-12 10:00:00,4,0,1,1,21.32,25,36,19.9995,75,200,275
 9796 | 2012-10-12 11:00:00,4,0,1,1,22.14,25.76,37,23.9994,61,252,313
 9797 | 2012-10-12 12:00:00,4,0,1,1,22.14,25.76,39,31.0009,75,312,387
 9798 | 2012-10-12 13:00:00,4,0,1,1,22.96,26.515,37,26.0027,81,300,381
 9799 | 2012-10-12 14:00:00,4,0,1,1,22.96,26.515,37,31.0009,109,262,371
 9800 | 2012-10-12 15:00:00,4,0,1,1,21.32,25,42,30.0026,138,317,455
 9801 | 2012-10-12 16:00:00,4,0,1,1,18.86,22.725,41,23.9994,108,412,520
 9802 | 2012-10-12 17:00:00,4,0,1,1,18.86,22.725,38,26.0027,131,706,837
 9803 | 2012-10-12 18:00:00,4,0,1,1,18.04,21.97,38,19.9995,76,566,642
 9804 | 2012-10-12 19:00:00,4,0,1,1,17.22,21.21,41,15.0013,40,453,493
 9805 | 2012-10-12 20:00:00,4,0,1,1,17.22,21.21,47,8.9981,28,280,308
 9806 | 2012-10-12 21:00:00,4,0,1,1,16.4,20.455,54,12.998,21,169,190
 9807 | 2012-10-12 22:00:00,4,0,1,1,16.4,20.455,47,19.9995,17,143,160
 9808 | 2012-10-12 23:00:00,4,0,1,1,14.76,17.425,57,12.998,11,89,100
 9809 | 2012-10-13 00:00:00,4,0,0,1,14.76,18.18,57,6.0032,31,218,249
 9810 | 2012-10-13 01:00:00,4,0,0,1,13.94,16.665,53,8.9981,23,123,146
 9811 | 2012-10-13 02:00:00,4,0,0,1,13.94,16.665,53,12.998,7,60,67
 9812 | 2012-10-13 03:00:00,4,0,0,1,13.12,15.15,66,15.0013,2,13,15
 9813 | 2012-10-13 04:00:00,4,0,0,1,12.3,15.15,65,11.0014,2,9,11
 9814 | 2012-10-13 05:00:00,4,0,0,1,12.3,14.395,61,12.998,0,11,11
 9815 | 2012-10-13 06:00:00,4,0,0,1,12.3,14.395,61,12.998,5,23,28
 9816 | 2012-10-13 07:00:00,4,0,0,1,12.3,15.15,61,11.0014,10,60,70
 9817 | 2012-10-13 08:00:00,4,0,0,1,13.94,17.425,53,7.0015,23,151,174
 9818 | 2012-10-13 09:00:00,4,0,0,1,14.76,18.18,50,6.0032,46,220,266
 9819 | 2012-10-13 10:00:00,4,0,0,1,16.4,20.455,43,0,82,265,347
 9820 | 2012-10-13 11:00:00,4,0,0,1,17.22,21.21,35,8.9981,192,335,527
 9821 | 2012-10-13 12:00:00,4,0,0,1,18.04,21.97,35,0,202,371,573
 9822 | 2012-10-13 13:00:00,4,0,0,1,18.86,22.725,36,12.998,235,435,670
 9823 | 2012-10-13 14:00:00,4,0,0,1,19.68,23.485,33,12.998,243,354,597
 9824 | 2012-10-13 15:00:00,4,0,0,1,20.5,24.24,36,12.998,251,364,615
 9825 | 2012-10-13 16:00:00,4,0,0,1,20.5,24.24,31,12.998,294,343,637
 9826 | 2012-10-13 17:00:00,4,0,0,1,18.86,22.725,38,11.0014,193,335,528
 9827 | 2012-10-13 18:00:00,4,0,0,1,18.86,22.725,44,8.9981,174,299,473
 9828 | 2012-10-13 19:00:00,4,0,0,1,18.04,21.97,44,11.0014,73,259,332
 9829 | 2012-10-13 20:00:00,4,0,0,1,16.4,20.455,54,6.0032,57,198,255
 9830 | 2012-10-13 21:00:00,4,0,0,1,16.4,20.455,58,12.998,47,157,204
 9831 | 2012-10-13 22:00:00,4,0,0,1,16.4,20.455,62,0,33,156,189
 9832 | 2012-10-13 23:00:00,4,0,0,1,17.22,21.21,58,19.9995,27,98,125
 9833 | 2012-10-14 00:00:00,4,0,0,1,16.4,20.455,71,16.9979,8,103,111
 9834 | 2012-10-14 01:00:00,4,0,0,1,17.22,21.21,77,19.0012,16,96,112
 9835 | 2012-10-14 02:00:00,4,0,0,1,16.4,20.455,76,6.0032,8,58,66
 9836 | 2012-10-14 03:00:00,4,0,0,1,17.22,21.21,77,19.9995,3,25,28
 9837 | 2012-10-14 04:00:00,4,0,0,1,17.22,21.21,77,19.0012,2,10,12
 9838 | 2012-10-14 05:00:00,4,0,0,1,16.4,20.455,82,12.998,5,6,11
 9839 | 2012-10-14 06:00:00,4,0,0,1,16.4,20.455,82,11.0014,4,20,24
 9840 | 2012-10-14 07:00:00,4,0,0,1,17.22,21.21,82,15.0013,7,44,51
 9841 | 2012-10-14 08:00:00,4,0,0,1,18.04,21.97,77,12.998,28,104,132
 9842 | 2012-10-14 09:00:00,4,0,0,2,19.68,23.485,67,19.0012,62,161,223
 9843 | 2012-10-14 10:00:00,4,0,0,1,22.14,25.76,56,12.998,150,278,428
 9844 | 2012-10-14 11:00:00,4,0,0,1,22.96,26.515,52,19.9995,156,338,494
 9845 | 2012-10-14 12:00:00,4,0,0,1,25.42,31.06,46,22.0028,200,362,562
 9846 | 2012-10-14 13:00:00,4,0,0,1,26.24,31.06,41,30.0026,218,401,619
 9847 | 2012-10-14 14:00:00,4,0,0,1,27.06,31.06,39,27.9993,249,368,617
 9848 | 2012-10-14 15:00:00,4,0,0,1,27.06,31.06,39,27.9993,213,355,568
 9849 | 2012-10-14 16:00:00,4,0,0,1,26.24,31.06,41,19.9995,203,378,581
 9850 | 2012-10-14 17:00:00,4,0,0,1,26.24,31.06,44,12.998,193,346,539
 9851 | 2012-10-14 18:00:00,4,0,0,1,23.78,27.275,60,16.9979,134,319,453
 9852 | 2012-10-14 19:00:00,4,0,0,1,22.96,26.515,64,15.0013,68,268,336
 9853 | 2012-10-14 20:00:00,4,0,0,1,22.14,25.76,73,15.0013,48,198,246
 9854 | 2012-10-14 21:00:00,4,0,0,1,22.96,26.515,73,30.0026,40,156,196
 9855 | 2012-10-14 22:00:00,4,0,0,1,22.96,26.515,73,26.0027,38,87,125
 9856 | 2012-10-14 23:00:00,4,0,0,2,22.96,26.515,68,19.0012,27,78,105
 9857 | 2012-10-15 00:00:00,4,0,1,2,22.96,26.515,73,16.9979,17,31,48
 9858 | 2012-10-15 01:00:00,4,0,1,2,23.78,27.275,64,26.0027,5,24,29
 9859 | 2012-10-15 02:00:00,4,0,1,2,23.78,27.275,64,23.9994,1,5,6
 9860 | 2012-10-15 03:00:00,4,0,1,2,22.96,26.515,73,16.9979,2,2,4
 9861 | 2012-10-15 04:00:00,4,0,1,2,22.96,26.515,68,15.0013,1,9,10
 9862 | 2012-10-15 05:00:00,4,0,1,2,22.96,26.515,73,19.0012,2,38,40
 9863 | 2012-10-15 06:00:00,4,0,1,2,22.96,26.515,73,19.9995,6,141,147
 9864 | 2012-10-15 07:00:00,4,0,1,2,23.78,27.275,68,22.0028,15,461,476
 9865 | 2012-10-15 08:00:00,4,0,1,2,24.6,30.305,64,26.0027,24,713,737
 9866 | 2012-10-15 09:00:00,4,0,1,3,24.6,29.545,69,26.0027,31,328,359
 9867 | 2012-10-15 10:00:00,4,0,1,2,24.6,29.545,73,26.0027,43,125,168
 9868 | 2012-10-15 11:00:00,4,0,1,2,24.6,29.545,73,26.0027,88,175,263
 9869 | 2012-10-15 12:00:00,4,0,1,3,24.6,28.79,78,22.0028,73,211,284
 9870 | 2012-10-15 13:00:00,4,0,1,2,22.96,26.515,88,15.0013,37,109,146
 9871 | 2012-10-15 14:00:00,4,0,1,2,24.6,28.79,78,19.0012,57,128,185
 9872 | 2012-10-15 15:00:00,4,0,1,1,24.6,28.79,78,22.0028,70,190,260
 9873 | 2012-10-15 16:00:00,4,0,1,1,22.96,26.515,64,19.9995,76,371,447
 9874 | 2012-10-15 17:00:00,4,0,1,1,22.96,26.515,64,16.9979,96,670,766
 9875 | 2012-10-15 18:00:00,4,0,1,3,22.14,25.76,77,8.9981,52,540,592
 9876 | 2012-10-15 19:00:00,4,0,1,3,21.32,25,83,6.0032,12,227,239
 9877 | 2012-10-15 20:00:00,4,0,1,2,21.32,25,72,26.0027,19,237,256
 9878 | 2012-10-15 21:00:00,4,0,1,1,21.32,25,59,22.0028,16,190,206
 9879 | 2012-10-15 22:00:00,4,0,1,1,20.5,24.24,59,19.0012,8,118,126
 9880 | 2012-10-15 23:00:00,4,0,1,1,18.86,22.725,63,15.0013,9,72,81
 9881 | 2012-10-16 00:00:00,4,0,1,1,18.86,22.725,63,26.0027,3,45,48
 9882 | 2012-10-16 01:00:00,4,0,1,1,18.04,21.97,67,12.998,4,9,13
 9883 | 2012-10-16 02:00:00,4,0,1,1,18.04,21.97,67,8.9981,2,1,3
 9884 | 2012-10-16 03:00:00,4,0,1,1,17.22,21.21,67,7.0015,0,2,2
 9885 | 2012-10-16 04:00:00,4,0,1,1,17.22,21.21,67,11.0014,0,7,7
 9886 | 2012-10-16 05:00:00,4,0,1,1,17.22,21.21,67,16.9979,5,47,52
 9887 | 2012-10-16 06:00:00,4,0,1,1,17.22,21.21,67,11.0014,4,168,172
 9888 | 2012-10-16 07:00:00,4,0,1,1,17.22,21.21,67,6.0032,20,505,525
 9889 | 2012-10-16 08:00:00,4,0,1,1,18.04,21.97,62,0,35,800,835
 9890 | 2012-10-16 09:00:00,4,0,1,1,19.68,23.485,55,16.9979,32,323,355
 9891 | 2012-10-16 10:00:00,4,0,1,1,20.5,24.24,48,19.0012,65,157,222
 9892 | 2012-10-16 11:00:00,4,0,1,1,20.5,24.24,45,27.9993,56,172,228
 9893 | 2012-10-16 12:00:00,4,0,1,2,21.32,25,45,22.0028,69,256,325
 9894 | 2012-10-16 13:00:00,4,0,1,1,21.32,25,45,19.0012,68,260,328
 9895 | 2012-10-16 14:00:00,4,0,1,1,22.14,25.76,39,16.9979,94,214,308
 9896 | 2012-10-16 15:00:00,4,0,1,1,22.14,25.76,41,22.0028,76,270,346
 9897 | 2012-10-16 16:00:00,4,0,1,1,22.14,25.76,39,19.0012,79,367,446
 9898 | 2012-10-16 17:00:00,4,0,1,1,21.32,25,39,12.998,104,839,943
 9899 | 2012-10-16 18:00:00,4,0,1,1,20.5,24.24,42,11.0014,71,767,838
 9900 | 2012-10-16 19:00:00,4,0,1,1,19.68,23.485,48,0,40,491,531
 9901 | 2012-10-16 20:00:00,4,0,1,1,18.86,22.725,55,0,35,397,432
 9902 | 2012-10-16 21:00:00,4,0,1,1,18.86,22.725,63,0,19,176,195
 9903 | 2012-10-16 22:00:00,4,0,1,1,16.4,20.455,71,6.0032,18,163,181
 9904 | 2012-10-16 23:00:00,4,0,1,1,16.4,20.455,71,0,23,176,199
 9905 | 2012-10-17 00:00:00,4,0,1,1,15.58,19.695,76,0,1,48,49
 9906 | 2012-10-17 01:00:00,4,0,1,1,15.58,19.695,76,0,3,14,17
 9907 | 2012-10-17 02:00:00,4,0,1,1,15.58,19.695,76,0,4,12,16
 9908 | 2012-10-17 03:00:00,4,0,1,1,14.76,18.94,87,0,0,7,7
 9909 | 2012-10-17 04:00:00,4,0,1,1,14.76,18.18,81,6.0032,0,4,4
 9910 | 2012-10-17 05:00:00,4,0,1,2,14.76,18.94,81,0,2,39,41
 9911 | 2012-10-17 06:00:00,4,0,1,1,15.58,19.695,82,0,7,171,178
 9912 | 2012-10-17 07:00:00,4,0,1,1,14.76,18.18,81,7.0015,15,449,464
 9913 | 2012-10-17 08:00:00,4,0,1,2,16.4,20.455,76,0,38,779,817
 9914 | 2012-10-17 09:00:00,4,0,1,2,17.22,21.21,77,0,38,344,382
 9915 | 2012-10-17 10:00:00,4,0,1,2,18.86,22.725,67,0,60,168,228
 9916 | 2012-10-17 11:00:00,4,0,1,2,20.5,24.24,51,6.0032,78,156,234
 9917 | 2012-10-17 12:00:00,4,0,1,2,21.32,25,48,11.0014,71,261,332
 9918 | 2012-10-17 13:00:00,4,0,1,2,22.14,25.76,49,8.9981,73,237,310
 9919 | 2012-10-17 14:00:00,4,0,1,2,22.96,26.515,43,11.0014,82,188,270
 9920 | 2012-10-17 15:00:00,4,0,1,2,23.78,27.275,43,15.0013,62,239,301
 9921 | 2012-10-17 16:00:00,4,0,1,1,22.96,26.515,52,12.998,70,396,466
 9922 | 2012-10-17 17:00:00,4,0,1,1,22.14,25.76,56,7.0015,122,766,888
 9923 | 2012-10-17 18:00:00,4,0,1,1,21.32,25,59,11.0014,90,794,884
 9924 | 2012-10-17 19:00:00,4,0,1,1,20.5,24.24,72,12.998,49,467,516
 9925 | 2012-10-17 20:00:00,4,0,1,1,20.5,24.24,72,8.9981,54,360,414
 9926 | 2012-10-17 21:00:00,4,0,1,1,18.86,22.725,82,12.998,28,301,329
 9927 | 2012-10-17 22:00:00,4,0,1,1,18.86,22.725,88,16.9979,17,198,215
 9928 | 2012-10-17 23:00:00,4,0,1,1,18.86,22.725,88,15.0013,15,84,99
 9929 | 2012-10-18 00:00:00,4,0,1,1,18.86,22.725,88,12.998,4,53,57
 9930 | 2012-10-18 01:00:00,4,0,1,1,18.86,22.725,82,15.0013,0,14,14
 9931 | 2012-10-18 02:00:00,4,0,1,1,18.86,22.725,82,12.998,1,13,14
 9932 | 2012-10-18 03:00:00,4,0,1,1,18.04,21.97,88,15.0013,0,5,5
 9933 | 2012-10-18 04:00:00,4,0,1,1,18.04,21.97,88,15.0013,0,5,5
 9934 | 2012-10-18 05:00:00,4,0,1,1,18.04,21.97,82,15.0013,1,41,42
 9935 | 2012-10-18 06:00:00,4,0,1,1,18.04,21.97,88,19.9995,3,150,153
 9936 | 2012-10-18 07:00:00,4,0,1,1,18.04,21.97,88,16.9979,20,488,508
 9937 | 2012-10-18 08:00:00,4,0,1,1,18.86,22.725,82,16.9979,31,803,834
 9938 | 2012-10-18 09:00:00,4,0,1,2,20.5,24.24,77,11.0014,41,346,387
 9939 | 2012-10-18 10:00:00,4,0,1,2,21.32,25,68,15.0013,60,158,218
 9940 | 2012-10-18 11:00:00,4,0,1,2,22.96,26.515,56,15.0013,79,189,268
 9941 | 2012-10-18 12:00:00,4,0,1,2,24.6,31.06,53,16.9979,93,284,377
 9942 | 2012-10-18 13:00:00,4,0,1,1,25.42,31.06,53,23.9994,96,236,332
 9943 | 2012-10-18 14:00:00,4,0,1,2,25.42,31.06,50,19.9995,94,191,285
 9944 | 2012-10-18 15:00:00,4,0,1,2,24.6,30.305,60,12.998,69,284,353
 9945 | 2012-10-18 16:00:00,4,0,1,1,24.6,31.06,56,19.0012,94,356,450
 9946 | 2012-10-18 17:00:00,4,0,1,2,23.78,27.275,64,22.0028,102,788,890
 9947 | 2012-10-18 18:00:00,4,0,1,2,22.96,26.515,64,22.0028,68,720,788
 9948 | 2012-10-18 19:00:00,4,0,1,2,22.96,26.515,68,19.9995,42,471,513
 9949 | 2012-10-18 20:00:00,4,0,1,2,22.96,26.515,68,16.9979,39,348,387
 9950 | 2012-10-18 21:00:00,4,0,1,2,22.14,25.76,77,12.998,38,245,283
 9951 | 2012-10-18 22:00:00,4,0,1,2,22.14,25.76,83,12.998,27,202,229
 9952 | 2012-10-18 23:00:00,4,0,1,2,22.14,25.76,83,0,6,111,117
 9953 | 2012-10-19 00:00:00,4,0,1,2,22.96,26.515,83,7.0015,5,51,56
 9954 | 2012-10-19 01:00:00,4,0,1,3,22.14,25.76,88,0,4,12,16
 9955 | 2012-10-19 02:00:00,4,0,1,2,22.14,25.76,88,0,1,9,10
 9956 | 2012-10-19 03:00:00,4,0,1,2,22.96,26.515,83,0,0,5,5
 9957 | 2012-10-19 04:00:00,4,0,1,2,22.96,26.515,83,0,1,5,6
 9958 | 2012-10-19 05:00:00,4,0,1,2,22.14,25.76,88,0,1,35,36
 9959 | 2012-10-19 06:00:00,4,0,1,3,22.14,25.76,94,11.0014,5,126,131
 9960 | 2012-10-19 07:00:00,4,0,1,3,22.14,25.76,94,0,5,149,154
 9961 | 2012-10-19 08:00:00,4,0,1,2,22.14,25.76,94,7.0015,20,447,467
 9962 | 2012-10-19 09:00:00,4,0,1,2,22.14,25.76,94,7.0015,26,363,389
 9963 | 2012-10-19 10:00:00,4,0,1,2,23.78,27.275,88,12.998,26,198,224
 9964 | 2012-10-19 11:00:00,4,0,1,1,24.6,28.03,83,12.998,41,211,252
 9965 | 2012-10-19 12:00:00,4,0,1,1,26.24,30.305,69,15.0013,74,258,332
 9966 | 2012-10-19 13:00:00,4,0,1,1,25.42,29.545,73,15.0013,87,288,375
 9967 | 2012-10-19 14:00:00,4,0,1,1,27.06,31.06,61,16.9979,88,277,365
 9968 | 2012-10-19 15:00:00,4,0,1,1,26.24,30.305,65,19.9995,93,302,395
 9969 | 2012-10-19 16:00:00,4,0,1,3,25.42,30.305,69,23.9994,131,434,565
 9970 | 2012-10-19 17:00:00,4,0,1,3,25.42,30.305,69,23.9994,48,377,425
 9971 | 2012-10-19 18:00:00,4,0,1,1,22.96,26.515,83,7.0015,21,212,233
 9972 | 2012-10-19 19:00:00,4,0,1,1,22.14,25.76,88,11.0014,19,213,232
 9973 | 2012-10-19 20:00:00,4,0,1,1,21.32,25,77,12.998,13,216,229
 9974 | 2012-10-19 21:00:00,4,0,1,1,20.5,24.24,77,0,17,189,206
 9975 | 2012-10-19 22:00:00,4,0,1,1,20.5,24.24,77,6.0032,14,176,190
 9976 | 2012-10-19 23:00:00,4,0,1,1,18.86,22.725,88,7.0015,13,118,131
 9977 | 2012-11-01 00:00:00,4,0,1,1,14.76,18.18,57,6.0032,8,52,60
 9978 | 2012-11-01 01:00:00,4,0,1,1,12.3,15.91,75,7.0015,8,22,30
 9979 | 2012-11-01 02:00:00,4,0,1,1,13.12,16.665,66,8.9981,10,10,20
 9980 | 2012-11-01 03:00:00,4,0,1,1,13.94,16.665,61,8.9981,5,10,15
 9981 | 2012-11-01 04:00:00,4,0,1,2,13.94,17.425,66,7.0015,2,8,10
 9982 | 2012-11-01 05:00:00,4,0,1,1,13.94,16.665,66,8.9981,1,39,40
 9983 | 2012-11-01 06:00:00,4,0,1,1,13.94,16.665,61,11.0014,2,146,148
 9984 | 2012-11-01 07:00:00,4,0,1,2,14.76,17.425,57,11.0014,6,414,420
 9985 | 2012-11-01 08:00:00,4,0,1,2,14.76,18.94,56,7.0015,12,668,680
 9986 | 2012-11-01 09:00:00,4,0,1,3,14.76,18.18,57,7.0015,21,310,331
 9987 | 2012-11-01 10:00:00,4,0,1,3,14.76,17.425,62,12.998,13,133,146
 9988 | 2012-11-01 11:00:00,4,0,1,3,14.76,17.425,62,12.998,14,156,170
 9989 | 2012-11-01 12:00:00,4,0,1,3,15.58,19.695,62,11.0014,23,198,221
 9990 | 2012-11-01 13:00:00,4,0,1,2,16.4,20.455,58,11.0014,49,199,248
 9991 | 2012-11-01 14:00:00,4,0,1,2,16.4,20.455,50,15.0013,31,154,185
 9992 | 2012-11-01 15:00:00,4,0,1,2,16.4,20.455,54,11.0014,35,179,214
 9993 | 2012-11-01 16:00:00,4,0,1,2,16.4,20.455,54,11.0014,31,313,344
 9994 | 2012-11-01 17:00:00,4,0,1,3,16.4,20.455,50,15.0013,37,652,689
 9995 | 2012-11-01 18:00:00,4,0,1,2,16.4,20.455,50,11.0014,50,628,678
 9996 | 2012-11-01 19:00:00,4,0,1,2,16.4,20.455,50,11.0014,28,424,452
 9997 | 2012-11-01 20:00:00,4,0,1,2,15.58,19.695,54,16.9979,16,280,296
 9998 | 2012-11-01 21:00:00,4,0,1,2,15.58,19.695,54,8.9981,29,238,267
 9999 | 2012-11-01 22:00:00,4,0,1,1,14.76,17.425,57,11.0014,27,175,202
10000 | 2012-11-01 23:00:00,4,0,1,1,13.94,16.665,57,11.0014,8,112,120
10001 | 2012-11-02 00:00:00,4,0,1,1,13.94,16.665,57,11.0014,10,40,50
10002 | 2012-11-02 01:00:00,4,0,1,1,13.12,15.91,66,11.0014,5,19,24
10003 | 2012-11-02 02:00:00,4,0,1,1,13.12,15.91,66,11.0014,3,7,10
10004 | 2012-11-02 03:00:00,4,0,1,1,12.3,15.15,70,11.0014,0,3,3
10005 | 2012-11-02 04:00:00,4,0,1,1,12.3,15.91,70,7.0015,1,6,7
10006 | 2012-11-02 05:00:00,4,0,1,2,13.12,15.91,66,11.0014,1,25,26
10007 | 2012-11-02 06:00:00,4,0,1,1,12.3,15.15,70,11.0014,2,120,122
10008 | 2012-11-02 07:00:00,4,0,1,2,12.3,15.15,70,8.9981,8,349,357
10009 | 2012-11-02 08:00:00,4,0,1,1,13.12,16.665,57,7.0015,31,656,687
10010 | 2012-11-02 09:00:00,4,0,1,1,13.94,17.425,53,7.0015,27,355,382
10011 | 2012-11-02 10:00:00,4,0,1,1,15.58,19.695,46,19.9995,21,183,204
10012 | 2012-11-02 11:00:00,4,0,1,1,17.22,21.21,41,27.9993,42,179,221
10013 | 2012-11-02 12:00:00,4,0,1,1,17.22,21.21,41,23.9994,52,240,292
10014 | 2012-11-02 13:00:00,4,0,1,1,16.4,20.455,43,23.9994,64,230,294
10015 | 2012-11-02 14:00:00,4,0,1,2,16.4,20.455,40,32.9975,63,199,262
10016 | 2012-11-02 15:00:00,4,0,1,2,16.4,20.455,40,27.9993,51,255,306
10017 | 2012-11-02 16:00:00,4,0,1,1,15.58,19.695,40,22.0028,48,373,421
10018 | 2012-11-02 17:00:00,4,0,1,1,15.58,19.695,40,22.0028,57,581,638
10019 | 2012-11-02 18:00:00,4,0,1,2,15.58,19.695,43,22.0028,32,490,522
10020 | 2012-11-02 19:00:00,4,0,1,2,15.58,19.695,43,19.9995,38,336,374
10021 | 2012-11-02 20:00:00,4,0,1,2,14.76,16.665,46,27.9993,14,207,221
10022 | 2012-11-02 21:00:00,4,0,1,2,14.76,16.665,46,23.9994,23,133,156
10023 | 2012-11-02 22:00:00,4,0,1,1,14.76,16.665,46,16.9979,14,135,149
10024 | 2012-11-02 23:00:00,4,0,1,1,13.94,15.15,53,19.9995,11,108,119
10025 | 2012-11-03 00:00:00,4,0,0,1,13.94,16.665,53,11.0014,9,99,108
10026 | 2012-11-03 01:00:00,4,0,0,2,13.94,15.15,49,22.0028,6,83,89
10027 | 2012-11-03 02:00:00,4,0,0,2,13.94,15.91,49,16.9979,10,36,46
10028 | 2012-11-03 03:00:00,4,0,0,2,13.94,15.91,49,16.9979,6,22,28
10029 | 2012-11-03 04:00:00,4,0,0,2,13.12,15.15,49,19.9995,8,8,16
10030 | 2012-11-03 05:00:00,4,0,0,2,13.12,15.15,49,16.9979,1,8,9
10031 | 2012-11-03 06:00:00,4,0,0,2,13.12,15.91,49,12.998,4,17,21
10032 | 2012-11-03 07:00:00,4,0,0,2,13.12,15.15,49,16.9979,1,58,59
10033 | 2012-11-03 08:00:00,4,0,0,2,13.94,15.15,46,19.9995,10,132,142
10034 | 2012-11-03 09:00:00,4,0,0,2,13.94,15.15,49,19.9995,31,188,219
10035 | 2012-11-03 10:00:00,4,0,0,1,14.76,16.665,46,26.0027,68,260,328
10036 | 2012-11-03 11:00:00,4,0,0,2,14.76,16.665,46,26.0027,56,284,340
10037 | 2012-11-03 12:00:00,4,0,0,2,14.76,15.91,46,31.0009,74,320,394
10038 | 2012-11-03 13:00:00,4,0,0,2,14.76,16.665,46,23.9994,110,339,449
10039 | 2012-11-03 14:00:00,4,0,0,2,14.76,16.665,50,22.0028,136,319,455
10040 | 2012-11-03 15:00:00,4,0,0,2,14.76,15.91,46,30.0026,117,331,448
10041 | 2012-11-03 16:00:00,4,0,0,2,14.76,16.665,46,22.0028,108,292,400
10042 | 2012-11-03 17:00:00,4,0,0,2,14.76,16.665,46,19.9995,112,298,410
10043 | 2012-11-03 18:00:00,4,0,0,2,14.76,16.665,46,19.0012,58,239,297
10044 | 2012-11-03 19:00:00,4,0,0,1,14.76,17.425,50,11.0014,22,217,239
10045 | 2012-11-03 20:00:00,4,0,0,1,13.94,16.665,53,8.9981,23,158,181
10046 | 2012-11-03 21:00:00,4,0,0,1,13.94,17.425,53,7.0015,31,135,166
10047 | 2012-11-03 22:00:00,4,0,0,1,13.12,16.665,57,7.0015,13,133,146
10048 | 2012-11-03 23:00:00,4,0,0,1,13.12,16.665,57,7.0015,15,133,148
10049 | 2012-11-04 00:00:00,4,0,0,1,12.3,15.91,61,7.0015,5,97,102
10050 | 2012-11-04 01:00:00,4,0,0,1,10.66,14.395,81,6.0032,26,139,165
10051 | 2012-11-04 02:00:00,4,0,0,1,12.3,16.665,65,0,6,31,37
10052 | 2012-11-04 03:00:00,4,0,0,1,11.48,14.395,61,7.0015,1,10,11
10053 | 2012-11-04 04:00:00,4,0,0,1,10.66,13.635,65,8.9981,2,7,9
10054 | 2012-11-04 05:00:00,4,0,0,1,10.66,13.635,65,7.0015,0,5,5
10055 | 2012-11-04 06:00:00,4,0,0,1,11.48,14.395,61,8.9981,2,14,16
10056 | 2012-11-04 07:00:00,4,0,0,1,10.66,13.635,65,7.0015,11,39,50
10057 | 2012-11-04 08:00:00,4,0,0,1,12.3,15.15,56,8.9981,34,115,149
10058 | 2012-11-04 09:00:00,4,0,0,1,13.12,16.665,53,0,56,161,217
10059 | 2012-11-04 10:00:00,4,0,0,1,13.94,16.665,49,12.998,73,287,360
10060 | 2012-11-04 11:00:00,4,0,0,1,15.58,19.695,46,15.0013,134,311,445
10061 | 2012-11-04 12:00:00,4,0,0,1,15.58,19.695,46,15.0013,150,354,504
10062 | 2012-11-04 13:00:00,4,0,0,1,16.4,20.455,43,15.0013,122,371,493
10063 | 2012-11-04 14:00:00,4,0,0,1,16.4,20.455,40,12.998,149,360,509
10064 | 2012-11-04 15:00:00,4,0,0,1,16.4,20.455,40,15.0013,149,300,449
10065 | 2012-11-04 16:00:00,4,0,0,1,16.4,20.455,40,22.0028,119,316,435
10066 | 2012-11-04 17:00:00,4,0,0,1,14.76,17.425,43,12.998,57,270,327
10067 | 2012-11-04 18:00:00,4,0,0,1,14.76,17.425,43,15.0013,31,206,237
10068 | 2012-11-04 19:00:00,4,0,0,1,14.76,16.665,43,16.9979,24,203,227
10069 | 2012-11-04 20:00:00,4,0,0,1,13.12,14.395,53,23.9994,7,134,141
10070 | 2012-11-04 21:00:00,4,0,0,1,12.3,13.635,52,19.9995,16,71,87
10071 | 2012-11-04 22:00:00,4,0,0,1,12.3,14.395,52,19.0012,15,64,79
10072 | 2012-11-04 23:00:00,4,0,0,2,12.3,15.15,56,11.0014,12,41,53
10073 | 2012-11-05 00:00:00,4,0,1,2,12.3,14.395,56,12.998,3,20,23
10074 | 2012-11-05 01:00:00,4,0,1,2,12.3,15.15,56,11.0014,0,8,8
10075 | 2012-11-05 02:00:00,4,0,1,2,12.3,15.15,56,11.0014,2,4,6
10076 | 2012-11-05 03:00:00,4,0,1,2,12.3,14.395,56,15.0013,1,3,4
10077 | 2012-11-05 04:00:00,4,0,1,2,12.3,14.395,52,16.9979,5,11,16
10078 | 2012-11-05 05:00:00,4,0,1,2,12.3,13.635,52,22.0028,1,38,39
10079 | 2012-11-05 06:00:00,4,0,1,2,12.3,14.395,49,19.0012,4,135,139
10080 | 2012-11-05 07:00:00,4,0,1,2,12.3,14.395,49,16.9979,8,453,461
10081 | 2012-11-05 08:00:00,4,0,1,2,12.3,14.395,49,15.0013,19,629,648
10082 | 2012-11-05 09:00:00,4,0,1,2,12.3,14.395,52,19.0012,18,239,257
10083 | 2012-11-05 10:00:00,4,0,1,1,13.12,15.15,49,19.0012,30,112,142
10084 | 2012-11-05 11:00:00,4,0,1,1,13.94,15.91,46,15.0013,31,119,150
10085 | 2012-11-05 12:00:00,4,0,1,1,14.76,16.665,43,22.0028,38,206,244
10086 | 2012-11-05 13:00:00,4,0,1,1,14.76,16.665,40,16.9979,39,183,222
10087 | 2012-11-05 14:00:00,4,0,1,1,15.58,19.695,40,11.0014,31,165,196
10088 | 2012-11-05 15:00:00,4,0,1,1,15.58,19.695,40,19.0012,24,207,231
10089 | 2012-11-05 16:00:00,4,0,1,1,14.76,16.665,43,19.0012,35,325,360
10090 | 2012-11-05 17:00:00,4,0,1,1,13.94,15.91,46,15.0013,34,604,638
10091 | 2012-11-05 18:00:00,4,0,1,1,13.94,15.91,46,15.0013,19,523,542
10092 | 2012-11-05 19:00:00,4,0,1,1,13.12,15.91,49,11.0014,11,361,372
10093 | 2012-11-05 20:00:00,4,0,1,1,13.12,15.15,49,16.9979,13,228,241
10094 | 2012-11-05 21:00:00,4,0,1,1,12.3,14.395,52,19.0012,8,144,152
10095 | 2012-11-05 22:00:00,4,0,1,1,11.48,13.635,56,12.998,4,111,115
10096 | 2012-11-05 23:00:00,4,0,1,1,10.66,13.635,60,8.9981,0,53,53
10097 | 2012-11-06 00:00:00,4,0,1,1,9.84,12.88,60,7.0015,1,18,19
10098 | 2012-11-06 01:00:00,4,0,1,1,9.84,12.12,60,11.0014,0,8,8
10099 | 2012-11-06 02:00:00,4,0,1,1,9.84,12.88,65,6.0032,0,2,2
10100 | 2012-11-06 03:00:00,4,0,1,1,9.02,12.12,64,7.0015,0,4,4
10101 | 2012-11-06 04:00:00,4,0,1,1,9.02,12.88,69,6.0032,0,7,7
10102 | 2012-11-06 05:00:00,4,0,1,2,9.02,11.365,64,12.998,1,40,41
10103 | 2012-11-06 06:00:00,4,0,1,1,9.02,11.365,69,8.9981,6,143,149
10104 | 2012-11-06 07:00:00,4,0,1,1,8.2,10.605,69,11.0014,9,378,387
10105 | 2012-11-06 08:00:00,4,0,1,1,9.02,11.365,69,11.0014,20,568,588
10106 | 2012-11-06 09:00:00,4,0,1,1,10.66,12.88,60,11.0014,25,338,363
10107 | 2012-11-06 10:00:00,4,0,1,1,12.3,14.395,49,12.998,41,189,230
10108 | 2012-11-06 11:00:00,4,0,1,1,13.12,16.665,45,8.9981,39,177,216
10109 | 2012-11-06 12:00:00,4,0,1,1,13.12,16.665,45,8.9981,31,217,248
10110 | 2012-11-06 13:00:00,4,0,1,1,13.94,16.665,46,8.9981,46,232,278
10111 | 2012-11-06 14:00:00,4,0,1,1,14.76,18.18,40,7.0015,44,196,240
10112 | 2012-11-06 15:00:00,4,0,1,1,13.94,15.91,46,16.9979,45,227,272
10113 | 2012-11-06 16:00:00,4,0,1,1,13.94,16.665,46,11.0014,33,369,402
10114 | 2012-11-06 17:00:00,4,0,1,1,13.12,15.15,53,15.0013,30,597,627
10115 | 2012-11-06 18:00:00,4,0,1,1,13.12,15.15,57,19.9995,20,477,497
10116 | 2012-11-06 19:00:00,4,0,1,1,12.3,14.395,56,15.0013,15,356,371
10117 | 2012-11-06 20:00:00,4,0,1,1,12.3,14.395,61,15.0013,10,218,228
10118 | 2012-11-06 21:00:00,4,0,1,2,12.3,14.395,56,16.9979,14,137,151
10119 | 2012-11-06 22:00:00,4,0,1,2,12.3,14.395,56,15.0013,17,136,153
10120 | 2012-11-06 23:00:00,4,0,1,1,12.3,14.395,56,15.0013,19,186,205
10121 | 2012-11-07 00:00:00,4,0,1,2,12.3,14.395,56,19.0012,49,234,283
10122 | 2012-11-07 01:00:00,4,0,1,2,11.48,13.635,61,16.9979,6,86,92
10123 | 2012-11-07 02:00:00,4,0,1,2,11.48,12.88,56,19.9995,6,68,74
10124 | 2012-11-07 03:00:00,4,0,1,2,11.48,12.88,52,22.0028,2,9,11
10125 | 2012-11-07 04:00:00,4,0,1,2,11.48,12.88,52,19.9995,0,9,9
10126 | 2012-11-07 05:00:00,4,0,1,2,11.48,12.88,52,22.0028,0,27,27
10127 | 2012-11-07 06:00:00,4,0,1,2,10.66,12.12,56,19.0012,3,115,118
10128 | 2012-11-07 07:00:00,4,0,1,2,10.66,11.365,56,19.9995,5,314,319
10129 | 2012-11-07 08:00:00,4,0,1,2,10.66,12.12,60,19.0012,18,583,601
10130 | 2012-11-07 09:00:00,4,0,1,2,10.66,12.12,60,19.0012,17,351,368
10131 | 2012-11-07 10:00:00,4,0,1,2,11.48,12.88,56,19.9995,27,151,178
10132 | 2012-11-07 11:00:00,4,0,1,2,13.12,14.395,51,23.9994,15,132,147
10133 | 2012-11-07 12:00:00,4,0,1,2,13.12,15.15,53,19.0012,24,188,212
10134 | 2012-11-07 13:00:00,4,0,1,2,13.12,15.15,53,16.9979,23,158,181
10135 | 2012-11-07 14:00:00,4,0,1,2,13.12,14.395,53,23.9994,19,142,161
10136 | 2012-11-07 15:00:00,4,0,1,2,13.12,15.15,53,19.9995,20,178,198
10137 | 2012-11-07 16:00:00,4,0,1,2,13.12,14.395,53,23.9994,23,250,273
10138 | 2012-11-07 17:00:00,4,0,1,2,13.12,14.395,53,26.0027,16,501,517
10139 | 2012-11-07 18:00:00,4,0,1,2,13.12,14.395,53,23.9994,17,448,465
10140 | 2012-11-07 19:00:00,4,0,1,2,12.3,13.635,56,19.9995,17,302,319
10141 | 2012-11-07 20:00:00,4,0,1,2,13.12,15.15,49,22.0028,7,249,256
10142 | 2012-11-07 21:00:00,4,0,1,2,13.12,15.15,49,19.9995,5,121,126
10143 | 2012-11-07 22:00:00,4,0,1,3,12.3,14.395,56,16.9979,4,56,60
10144 | 2012-11-07 23:00:00,4,0,1,3,11.48,13.635,65,15.0013,3,37,40
10145 | 2012-11-08 00:00:00,4,0,1,3,11.48,13.635,61,15.0013,1,14,15
10146 | 2012-11-08 01:00:00,4,0,1,3,12.3,13.635,52,23.9994,1,11,12
10147 | 2012-11-08 02:00:00,4,0,1,2,12.3,14.395,49,15.0013,1,5,6
10148 | 2012-11-08 04:00:00,4,0,1,2,12.3,14.395,45,19.0012,1,9,10
10149 | 2012-11-08 05:00:00,4,0,1,2,12.3,14.395,42,15.0013,0,35,35
10150 | 2012-11-08 06:00:00,4,0,1,1,12.3,14.395,39,15.0013,2,122,124
10151 | 2012-11-08 07:00:00,4,0,1,1,11.48,12.88,36,26.0027,12,411,423
10152 | 2012-11-08 08:00:00,4,0,1,1,12.3,14.395,33,19.0012,16,652,668
10153 | 2012-11-08 09:00:00,4,0,1,1,13.12,14.395,31,23.9994,22,253,275
10154 | 2012-11-08 10:00:00,4,0,1,1,13.12,15.15,31,22.0028,13,148,161
10155 | 2012-11-08 11:00:00,4,0,1,1,14.76,16.665,29,26.0027,16,155,171
10156 | 2012-11-08 12:00:00,4,0,1,1,16.4,20.455,24,32.9975,33,202,235
10157 | 2012-11-08 13:00:00,4,0,1,1,18.04,21.97,18,27.9993,33,195,228
10158 | 2012-11-08 14:00:00,4,0,1,1,18.04,21.97,18,27.9993,33,149,182
10159 | 2012-11-08 15:00:00,4,0,1,1,18.04,21.97,18,27.9993,32,201,233
10160 | 2012-11-08 16:00:00,4,0,1,1,17.22,21.21,16,26.0027,18,321,339
10161 | 2012-11-08 17:00:00,4,0,1,1,16.4,20.455,20,19.9995,36,556,592
10162 | 2012-11-08 18:00:00,4,0,1,1,16.4,20.455,24,27.9993,16,491,507
10163 | 2012-11-08 19:00:00,4,0,1,1,15.58,19.695,27,23.9994,14,359,373
10164 | 2012-11-08 20:00:00,4,0,1,1,15.58,19.695,29,31.0009,10,235,245
10165 | 2012-11-08 21:00:00,4,0,1,1,14.76,16.665,37,26.0027,11,222,233
10166 | 2012-11-08 22:00:00,4,0,1,1,13.94,15.15,42,19.9995,14,147,161
10167 | 2012-11-08 23:00:00,4,0,1,1,13.94,15.15,46,23.9994,5,82,87
10168 | 2012-11-09 00:00:00,4,0,1,1,13.94,15.15,49,22.0028,9,46,55
10169 | 2012-11-09 01:00:00,4,0,1,1,13.12,15.15,53,19.0012,3,17,20
10170 | 2012-11-09 02:00:00,4,0,1,1,13.12,15.15,53,16.9979,1,11,12
10171 | 2012-11-09 03:00:00,4,0,1,1,13.12,14.395,53,27.9993,3,6,9
10172 | 2012-11-09 04:00:00,4,0,1,1,13.12,14.395,53,23.9994,0,14,14
10173 | 2012-11-09 05:00:00,4,0,1,1,12.3,14.395,56,12.998,2,25,27
10174 | 2012-11-09 06:00:00,4,0,1,1,10.66,13.635,65,7.0015,5,126,131
10175 | 2012-11-09 07:00:00,4,0,1,1,10.66,13.635,65,8.9981,9,332,341
10176 | 2012-11-09 08:00:00,4,0,1,1,13.12,15.91,57,11.0014,25,668,693
10177 | 2012-11-09 09:00:00,4,0,1,1,13.94,15.15,53,27.9993,23,304,327
10178 | 2012-11-09 10:00:00,4,0,1,1,14.76,16.665,50,22.0028,34,163,197
10179 | 2012-11-09 11:00:00,4,0,1,1,16.4,20.455,47,19.9995,66,185,251
10180 | 2012-11-09 12:00:00,4,0,1,1,18.04,21.97,41,22.0028,48,214,262
10181 | 2012-11-09 13:00:00,4,0,1,1,18.86,22.725,38,19.9995,62,237,299
10182 | 2012-11-09 14:00:00,4,0,1,1,18.86,22.725,38,12.998,67,207,274
10183 | 2012-11-09 15:00:00,4,0,1,1,18.86,22.725,36,15.0013,78,278,356
10184 | 2012-11-09 16:00:00,4,0,1,1,18.86,22.725,38,11.0014,57,377,434
10185 | 2012-11-09 17:00:00,4,0,1,1,17.22,21.21,44,8.9981,61,593,654
10186 | 2012-11-09 18:00:00,4,0,1,1,17.22,21.21,44,7.0015,46,450,496
10187 | 2012-11-09 19:00:00,4,0,1,1,13.94,17.425,71,6.0032,30,331,361
10188 | 2012-11-09 20:00:00,4,0,1,1,14.76,17.425,66,8.9981,20,235,255
10189 | 2012-11-09 21:00:00,4,0,1,1,13.94,18.18,76,0,23,176,199
10190 | 2012-11-09 22:00:00,4,0,1,1,13.94,17.425,71,7.0015,17,146,163
10191 | 2012-11-09 23:00:00,4,0,1,1,13.12,16.665,81,6.0032,20,142,162
10192 | 2012-11-10 00:00:00,4,0,0,1,13.12,16.665,76,6.0032,16,106,122
10193 | 2012-11-10 01:00:00,4,0,0,1,12.3,15.91,81,6.0032,8,68,76
10194 | 2012-11-10 02:00:00,4,0,0,1,13.12,17.425,81,0,2,42,44
10195 | 2012-11-10 03:00:00,4,0,0,1,12.3,16.665,81,0,9,11,20
10196 | 2012-11-10 04:00:00,4,0,0,1,10.66,13.635,87,7.0015,2,4,6
10197 | 2012-11-10 05:00:00,4,0,0,1,11.48,15.91,87,0,1,9,10
10198 | 2012-11-10 06:00:00,4,0,0,1,9.84,12.88,93,6.0032,5,11,16
10199 | 2012-11-10 07:00:00,4,0,0,1,10.66,13.635,87,7.0015,14,57,71
10200 | 2012-11-10 08:00:00,4,0,0,1,13.12,17.425,76,0,16,130,146
10201 | 2012-11-10 09:00:00,4,0,0,1,14.76,17.425,66,12.998,43,216,259
10202 | 2012-11-10 10:00:00,4,0,0,1,16.4,20.455,58,0,86,264,350
10203 | 2012-11-10 11:00:00,4,0,0,1,16.4,20.455,58,7.0015,143,323,466
10204 | 2012-11-10 12:00:00,4,0,0,1,19.68,23.485,48,0,258,348,606
10205 | 2012-11-10 13:00:00,4,0,0,1,21.32,25,39,0,268,383,651
10206 | 2012-11-10 14:00:00,4,0,0,1,22.14,25.76,37,0,280,347,627
10207 | 2012-11-10 15:00:00,4,0,0,1,21.32,25,45,0,216,351,567
10208 | 2012-11-10 16:00:00,4,0,0,1,22.14,25.76,37,0,227,378,605
10209 | 2012-11-10 17:00:00,4,0,0,1,20.5,24.24,45,12.998,183,318,501
10210 | 2012-11-10 18:00:00,4,0,0,1,18.04,21.97,54,8.9981,103,256,359
10211 | 2012-11-10 19:00:00,4,0,0,1,18.86,22.725,51,6.0032,55,228,283
10212 | 2012-11-10 20:00:00,4,0,0,1,18.04,21.97,54,0,39,153,192
10213 | 2012-11-10 21:00:00,4,0,0,1,16.4,20.455,66,0,51,169,220
10214 | 2012-11-10 22:00:00,4,0,0,1,15.58,19.695,71,6.0032,39,154,193
10215 | 2012-11-10 23:00:00,4,0,0,1,14.76,18.18,71,7.0015,26,120,146
10216 | 2012-11-11 00:00:00,4,0,0,1,13.94,17.425,81,6.0032,14,110,124
10217 | 2012-11-11 01:00:00,4,0,0,1,13.94,17.425,76,6.0032,26,82,108
10218 | 2012-11-11 02:00:00,4,0,0,1,13.12,16.665,87,7.0015,12,58,70
10219 | 2012-11-11 03:00:00,4,0,0,1,13.94,18.18,81,0,9,39,48
10220 | 2012-11-11 04:00:00,4,0,0,1,13.12,16.665,81,7.0015,5,6,11
10221 | 2012-11-11 05:00:00,4,0,0,1,12.3,15.15,87,8.9981,0,12,12
10222 | 2012-11-11 06:00:00,4,0,0,1,12.3,15.91,87,6.0032,3,16,19
10223 | 2012-11-11 07:00:00,4,0,0,1,12.3,15.91,89,6.0032,12,56,68
10224 | 2012-11-11 08:00:00,4,0,0,1,13.12,16.665,87,7.0015,32,87,119
10225 | 2012-11-11 09:00:00,4,0,0,1,14.76,18.94,77,0,94,179,273
10226 | 2012-11-11 10:00:00,4,0,0,1,16.4,20.455,69,7.0015,133,272,405
10227 | 2012-11-11 11:00:00,4,0,0,1,18.86,22.725,59,8.9981,180,324,504
10228 | 2012-11-11 12:00:00,4,0,0,1,20.5,24.24,48,6.0032,195,390,585
10229 | 2012-11-11 13:00:00,4,0,0,1,22.14,25.76,45,7.0015,262,424,686
10230 | 2012-11-11 14:00:00,4,0,0,1,24.6,31.06,33,11.0014,292,362,654
10231 | 2012-11-11 15:00:00,4,0,0,1,22.96,26.515,37,15.0013,304,420,724
10232 | 2012-11-11 16:00:00,4,0,0,1,22.14,25.76,42,15.0013,260,393,653
10233 | 2012-11-11 17:00:00,4,0,0,1,22.14,25.76,45,11.0014,151,342,493
10234 | 2012-11-11 18:00:00,4,0,0,1,21.32,25,45,8.9981,102,303,405
10235 | 2012-11-11 19:00:00,4,0,0,1,19.68,23.485,55,8.9981,69,208,277
10236 | 2012-11-11 20:00:00,4,0,0,1,18.04,21.97,62,11.0014,54,146,200
10237 | 2012-11-11 21:00:00,4,0,0,1,18.04,21.97,67,15.0013,44,127,171
10238 | 2012-11-11 22:00:00,4,0,0,1,17.22,21.21,71,12.998,21,113,134
10239 | 2012-11-11 23:00:00,4,0,0,1,17.22,21.21,71,12.998,16,93,109
10240 | 2012-11-12 00:00:00,4,1,0,1,17.22,21.21,71,7.0015,6,43,49
10241 | 2012-11-12 01:00:00,4,1,0,1,16.4,20.455,76,11.0014,4,26,30
10242 | 2012-11-12 02:00:00,4,1,0,1,16.4,20.455,76,8.9981,6,14,20
10243 | 2012-11-12 03:00:00,4,1,0,1,16.4,20.455,76,8.9981,1,3,4
10244 | 2012-11-12 04:00:00,4,1,0,1,16.4,20.455,76,6.0032,1,3,4
10245 | 2012-11-12 05:00:00,4,1,0,1,15.58,19.695,87,0,1,23,24
10246 | 2012-11-12 06:00:00,4,1,0,1,15.58,19.695,87,7.0015,7,64,71
10247 | 2012-11-12 07:00:00,4,1,0,1,16.4,20.455,87,0,16,248,264
10248 | 2012-11-12 08:00:00,4,1,0,1,17.22,21.21,82,11.0014,50,490,540
10249 | 2012-11-12 09:00:00,4,1,0,1,18.04,21.97,88,7.0015,60,337,397
10250 | 2012-11-12 10:00:00,4,1,0,1,19.68,23.485,77,11.0014,82,184,266
10251 | 2012-11-12 11:00:00,4,1,0,1,21.32,25,72,11.0014,112,255,367
10252 | 2012-11-12 12:00:00,4,1,0,1,22.96,26.515,64,15.0013,105,314,419
10253 | 2012-11-12 13:00:00,4,1,0,1,24.6,30.305,60,15.0013,108,312,420
10254 | 2012-11-12 14:00:00,4,1,0,1,23.78,27.275,60,19.0012,134,310,444
10255 | 2012-11-12 15:00:00,4,1,0,1,22.96,26.515,64,16.9979,102,280,382
10256 | 2012-11-12 16:00:00,4,1,0,1,22.96,26.515,64,11.0014,87,347,434
10257 | 2012-11-12 17:00:00,4,1,0,1,22.96,26.515,64,19.0012,66,530,596
10258 | 2012-11-12 18:00:00,4,1,0,1,21.32,25,72,8.9981,65,486,551
10259 | 2012-11-12 19:00:00,4,1,0,1,22.14,25.76,73,19.0012,30,323,353
10260 | 2012-11-12 20:00:00,4,1,0,2,21.32,25,77,19.0012,31,273,304
10261 | 2012-11-12 21:00:00,4,1,0,3,22.14,25.76,73,15.0013,10,145,155
10262 | 2012-11-12 22:00:00,4,1,0,1,21.32,25,77,16.9979,12,100,112
10263 | 2012-11-12 23:00:00,4,1,0,2,22.14,25.76,77,15.0013,1,62,63
10264 | 2012-11-13 00:00:00,4,0,1,2,21.32,25,83,19.0012,5,18,23
10265 | 2012-11-13 01:00:00,4,0,1,3,18.04,21.97,88,43.0006,0,5,5
10266 | 2012-11-13 02:00:00,4,0,1,3,14.76,15.91,87,30.0026,7,4,11
10267 | 2012-11-13 03:00:00,4,0,1,3,14.76,16.665,87,23.9994,2,3,5
10268 | 2012-11-13 04:00:00,4,0,1,2,14.76,16.665,81,26.0027,0,9,9
10269 | 2012-11-13 05:00:00,4,0,1,2,13.94,15.91,87,19.0012,0,18,18
10270 | 2012-11-13 06:00:00,4,0,1,3,13.12,14.395,81,31.0009,2,48,50
10271 | 2012-11-13 07:00:00,4,0,1,3,13.12,15.15,87,16.9979,1,106,107
10272 | 2012-11-13 08:00:00,4,0,1,3,13.12,15.15,87,16.9979,4,207,211
10273 | 2012-11-13 09:00:00,4,0,1,3,13.12,15.15,81,22.0028,1,109,110
10274 | 2012-11-13 10:00:00,4,0,1,3,12.3,13.635,75,26.0027,10,84,94
10275 | 2012-11-13 11:00:00,4,0,1,1,13.12,15.15,70,16.9979,22,133,155
10276 | 2012-11-13 12:00:00,4,0,1,1,13.94,15.91,61,19.0012,16,180,196
10277 | 2012-11-13 13:00:00,4,0,1,1,13.94,15.91,53,16.9979,30,188,218
10278 | 2012-11-13 14:00:00,4,0,1,1,15.58,19.695,46,26.0027,34,169,203
10279 | 2012-11-13 15:00:00,4,0,1,1,16.4,20.455,40,19.9995,33,184,217
10280 | 2012-11-13 16:00:00,4,0,1,1,15.58,19.695,40,19.9995,28,282,310
10281 | 2012-11-13 17:00:00,4,0,1,1,13.94,15.15,49,23.9994,33,575,608
10282 | 2012-11-13 18:00:00,4,0,1,1,13.94,15.91,49,19.0012,45,514,559
10283 | 2012-11-13 19:00:00,4,0,1,1,13.12,14.395,49,23.9994,12,344,356
10284 | 2012-11-13 20:00:00,4,0,1,1,12.3,13.635,49,23.9994,12,211,223
10285 | 2012-11-13 21:00:00,4,0,1,1,12.3,13.635,49,23.9994,9,178,187
10286 | 2012-11-13 22:00:00,4,0,1,1,10.66,11.365,56,22.0028,15,120,135
10287 | 2012-11-13 23:00:00,4,0,1,1,10.66,11.365,56,19.9995,6,78,84
10288 | 2012-11-14 00:00:00,4,0,1,1,10.66,12.12,56,19.0012,4,20,24
10289 | 2012-11-14 01:00:00,4,0,1,1,9.84,10.605,60,19.9995,2,10,12
10290 | 2012-11-14 02:00:00,4,0,1,1,9.84,10.605,60,19.9995,0,1,1
10291 | 2012-11-14 03:00:00,4,0,1,1,9.84,11.365,65,15.0013,0,5,5
10292 | 2012-11-14 04:00:00,4,0,1,1,9.02,11.365,69,12.998,0,6,6
10293 | 2012-11-14 05:00:00,4,0,1,1,9.02,11.365,69,12.998,0,39,39
10294 | 2012-11-14 06:00:00,4,0,1,1,9.84,11.365,65,12.998,4,142,146
10295 | 2012-11-14 07:00:00,4,0,1,1,9.84,10.605,65,19.0012,10,405,415
10296 | 2012-11-14 08:00:00,4,0,1,1,11.48,12.88,56,19.9995,27,664,691
10297 | 2012-11-14 09:00:00,4,0,1,1,12.3,13.635,52,26.0027,22,310,332
10298 | 2012-11-14 10:00:00,4,0,1,1,13.12,14.395,45,23.9994,18,153,171
10299 | 2012-11-14 11:00:00,4,0,1,1,13.12,15.15,49,16.9979,25,126,151
10300 | 2012-11-14 12:00:00,4,0,1,1,13.94,16.665,46,0,40,200,240
10301 | 2012-11-14 13:00:00,4,0,1,1,14.76,16.665,43,16.9979,32,182,214
10302 | 2012-11-14 14:00:00,4,0,1,1,14.76,17.425,43,8.9981,20,161,181
10303 | 2012-11-14 15:00:00,4,0,1,1,14.76,16.665,43,19.0012,32,228,260
10304 | 2012-11-14 16:00:00,4,0,1,1,13.94,17.425,46,7.0015,31,290,321
10305 | 2012-11-14 17:00:00,4,0,1,1,13.12,15.91,49,12.998,19,564,583
10306 | 2012-11-14 18:00:00,4,0,1,1,13.12,15.91,53,11.0014,24,543,567
10307 | 2012-11-14 19:00:00,4,0,1,1,12.3,15.15,52,11.0014,28,368,396
10308 | 2012-11-14 20:00:00,4,0,1,1,12.3,15.91,52,6.0032,15,252,267
10309 | 2012-11-14 21:00:00,4,0,1,1,12.3,16.665,56,0,5,208,213
10310 | 2012-11-14 22:00:00,4,0,1,1,11.48,15.91,61,0,6,167,173
10311 | 2012-11-14 23:00:00,4,0,1,1,9.84,12.12,70,8.9981,9,78,87
10312 | 2012-11-15 00:00:00,4,0,1,2,10.66,15.15,65,0,1,33,34
10313 | 2012-11-15 01:00:00,4,0,1,2,10.66,13.635,65,7.0015,2,14,16
10314 | 2012-11-15 02:00:00,4,0,1,2,10.66,12.88,70,11.0014,0,7,7
10315 | 2012-11-15 03:00:00,4,0,1,2,10.66,14.395,70,6.0032,0,2,2
10316 | 2012-11-15 04:00:00,4,0,1,2,11.48,14.395,65,8.9981,0,5,5
10317 | 2012-11-15 05:00:00,4,0,1,2,12.3,14.395,61,15.0013,3,34,37
10318 | 2012-11-15 06:00:00,4,0,1,2,12.3,14.395,65,16.9979,1,146,147
10319 | 2012-11-15 07:00:00,4,0,1,2,12.3,14.395,65,12.998,7,403,410
10320 | 2012-11-15 08:00:00,4,0,1,2,12.3,14.395,61,15.0013,21,625,646
10321 | 2012-11-15 09:00:00,4,0,1,2,13.12,15.91,61,12.998,17,306,323
10322 | 2012-11-15 10:00:00,4,0,1,2,13.12,16.665,66,8.9981,11,142,153
10323 | 2012-11-15 11:00:00,4,0,1,2,13.94,16.665,61,8.9981,28,138,166
10324 | 2012-11-15 12:00:00,4,0,1,2,14.76,18.18,62,7.0015,29,184,213
10325 | 2012-11-15 13:00:00,4,0,1,2,15.58,19.695,54,7.0015,20,197,217
10326 | 2012-11-15 14:00:00,4,0,1,2,15.58,19.695,54,11.0014,27,174,201
10327 | 2012-11-15 15:00:00,4,0,1,2,15.58,19.695,58,11.0014,26,191,217
10328 | 2012-11-15 16:00:00,4,0,1,2,14.76,17.425,57,12.998,24,318,342
10329 | 2012-11-15 17:00:00,4,0,1,2,14.76,17.425,57,15.0013,22,541,563
10330 | 2012-11-15 18:00:00,4,0,1,2,14.76,17.425,57,12.998,10,563,573
10331 | 2012-11-15 19:00:00,4,0,1,2,13.94,16.665,61,8.9981,11,375,386
10332 | 2012-11-15 20:00:00,4,0,1,1,13.94,17.425,61,7.0015,23,262,285
10333 | 2012-11-15 21:00:00,4,0,1,2,13.12,16.665,66,7.0015,20,204,224
10334 | 2012-11-15 22:00:00,4,0,1,2,13.12,15.91,66,11.0014,10,143,153
10335 | 2012-11-15 23:00:00,4,0,1,2,13.12,15.91,61,11.0014,7,118,125
10336 | 2012-11-16 00:00:00,4,0,1,2,13.12,16.665,66,7.0015,7,58,65
10337 | 2012-11-16 01:00:00,4,0,1,2,12.3,15.91,65,6.0032,5,16,21
10338 | 2012-11-16 02:00:00,4,0,1,2,12.3,15.15,70,11.0014,0,9,9
10339 | 2012-11-16 03:00:00,4,0,1,2,12.3,15.15,65,8.9981,0,6,6
10340 | 2012-11-16 04:00:00,4,0,1,2,12.3,15.91,65,7.0015,0,5,5
10341 | 2012-11-16 05:00:00,4,0,1,2,12.3,15.91,65,6.0032,2,34,36
10342 | 2012-11-16 06:00:00,4,0,1,2,12.3,15.91,61,6.0032,4,126,130
10343 | 2012-11-16 07:00:00,4,0,1,2,12.3,15.15,61,11.0014,5,362,367
10344 | 2012-11-16 08:00:00,4,0,1,2,13.12,16.665,57,8.9981,17,694,711
10345 | 2012-11-16 09:00:00,4,0,1,1,13.94,17.425,53,7.0015,21,330,351
10346 | 2012-11-16 10:00:00,4,0,1,1,13.94,16.665,53,12.998,33,165,198
10347 | 2012-11-16 11:00:00,4,0,1,1,15.58,19.695,43,15.0013,33,185,218
10348 | 2012-11-16 12:00:00,4,0,1,1,16.4,20.455,43,19.0012,28,262,290
10349 | 2012-11-16 13:00:00,4,0,1,1,17.22,21.21,38,12.998,52,226,278
10350 | 2012-11-16 14:00:00,4,0,1,1,17.22,21.21,35,7.0015,47,204,251
10351 | 2012-11-16 15:00:00,4,0,1,1,17.22,21.21,38,8.9981,30,237,267
10352 | 2012-11-16 16:00:00,4,0,1,1,17.22,21.21,35,19.0012,33,350,383
10353 | 2012-11-16 17:00:00,4,0,1,1,14.76,17.425,46,12.998,41,539,580
10354 | 2012-11-16 18:00:00,4,0,1,1,13.94,16.665,53,11.0014,22,483,505
10355 | 2012-11-16 19:00:00,4,0,1,1,14.76,17.425,46,15.0013,26,306,332
10356 | 2012-11-16 20:00:00,4,0,1,1,14.76,16.665,46,16.9979,20,207,227
10357 | 2012-11-16 21:00:00,4,0,1,1,13.94,16.665,49,12.998,21,157,178
10358 | 2012-11-16 22:00:00,4,0,1,1,13.12,15.15,53,16.9979,23,139,162
10359 | 2012-11-16 23:00:00,4,0,1,1,13.12,15.15,53,15.0013,14,114,128
10360 | 2012-11-17 00:00:00,4,0,0,1,12.3,15.15,52,11.0014,11,95,106
10361 | 2012-11-17 01:00:00,4,0,0,1,10.66,12.88,60,12.998,13,74,87
10362 | 2012-11-17 02:00:00,4,0,0,1,10.66,12.88,65,12.998,8,41,49
10363 | 2012-11-17 03:00:00,4,0,0,1,10.66,12.88,65,12.998,2,19,21
10364 | 2012-11-17 04:00:00,4,0,0,1,9.84,11.365,70,12.998,1,6,7
10365 | 2012-11-17 05:00:00,4,0,0,1,9.84,12.12,70,11.0014,1,10,11
10366 | 2012-11-17 06:00:00,4,0,0,1,9.84,11.365,70,15.0013,0,21,21
10367 | 2012-11-17 07:00:00,4,0,0,1,9.84,11.365,70,12.998,8,70,78
10368 | 2012-11-17 08:00:00,4,0,0,1,10.66,12.88,65,15.0013,30,138,168
10369 | 2012-11-17 09:00:00,4,0,0,1,13.94,15.91,49,15.0013,48,200,248
10370 | 2012-11-17 10:00:00,4,0,0,1,14.76,16.665,46,16.9979,62,258,320
10371 | 2012-11-17 11:00:00,4,0,0,1,15.58,19.695,43,12.998,80,343,423
10372 | 2012-11-17 12:00:00,4,0,0,1,16.4,20.455,40,11.0014,117,359,476
10373 | 2012-11-17 13:00:00,4,0,0,1,17.22,21.21,38,16.9979,179,346,525
10374 | 2012-11-17 14:00:00,4,0,0,1,17.22,21.21,38,12.998,175,380,555
10375 | 2012-11-17 15:00:00,4,0,0,1,17.22,21.21,35,19.9995,175,374,549
10376 | 2012-11-17 16:00:00,4,0,0,1,16.4,20.455,40,15.0013,144,325,469
10377 | 2012-11-17 17:00:00,4,0,0,1,15.58,19.695,40,11.0014,101,302,403
10378 | 2012-11-17 18:00:00,4,0,0,1,14.76,18.18,50,7.0015,34,237,271
10379 | 2012-11-17 19:00:00,4,0,0,1,13.94,17.425,53,6.0032,45,208,253
10380 | 2012-11-17 20:00:00,4,0,0,2,13.94,17.425,66,6.0032,30,142,172
10381 | 2012-11-17 21:00:00,4,0,0,2,13.12,16.665,57,7.0015,15,124,139
10382 | 2012-11-17 22:00:00,4,0,0,2,13.12,16.665,57,7.0015,15,130,145
10383 | 2012-11-17 23:00:00,4,0,0,2,12.3,15.91,70,7.0015,19,114,133
10384 | 2012-11-18 00:00:00,4,0,0,2,12.3,15.15,70,11.0014,11,118,129
10385 | 2012-11-18 01:00:00,4,0,0,1,12.3,14.395,70,12.998,14,81,95
10386 | 2012-11-18 02:00:00,4,0,0,1,11.48,14.395,81,7.0015,8,65,73
10387 | 2012-11-18 03:00:00,4,0,0,2,12.3,15.15,81,11.0014,9,37,46
10388 | 2012-11-18 04:00:00,4,0,0,2,12.3,14.395,81,12.998,4,8,12
10389 | 2012-11-18 05:00:00,4,0,0,1,11.48,14.395,81,8.9981,5,7,12
10390 | 2012-11-18 06:00:00,4,0,0,1,11.48,13.635,81,11.0014,2,13,15
10391 | 2012-11-18 07:00:00,4,0,0,1,11.48,13.635,81,12.998,3,39,42
10392 | 2012-11-18 08:00:00,4,0,0,1,12.3,14.395,75,16.9979,19,100,119
10393 | 2012-11-18 09:00:00,4,0,0,1,13.12,15.15,70,16.9979,49,155,204
10394 | 2012-11-18 10:00:00,4,0,0,1,13.94,15.15,66,19.9995,79,250,329
10395 | 2012-11-18 11:00:00,4,0,0,1,15.58,19.695,62,19.0012,92,267,359
10396 | 2012-11-18 12:00:00,4,0,0,1,16.4,20.455,62,19.0012,101,341,442
10397 | 2012-11-18 13:00:00,4,0,0,1,16.4,20.455,62,22.0028,113,334,447
10398 | 2012-11-18 14:00:00,4,0,0,1,16.4,20.455,62,19.9995,125,303,428
10399 | 2012-11-18 15:00:00,4,0,0,1,17.22,21.21,54,19.0012,89,318,407
10400 | 2012-11-18 16:00:00,4,0,0,2,16.4,20.455,62,22.0028,59,313,372
10401 | 2012-11-18 17:00:00,4,0,0,2,15.58,19.695,66,16.9979,48,232,280
10402 | 2012-11-18 18:00:00,4,0,0,1,14.76,17.425,66,15.0013,36,240,276
10403 | 2012-11-18 19:00:00,4,0,0,1,14.76,17.425,66,11.0014,16,194,210
10404 | 2012-11-18 20:00:00,4,0,0,1,14.76,17.425,66,11.0014,9,120,129
10405 | 2012-11-18 21:00:00,4,0,0,1,14.76,16.665,66,16.9979,17,93,110
10406 | 2012-11-18 22:00:00,4,0,0,2,14.76,16.665,66,16.9979,8,66,74
10407 | 2012-11-18 23:00:00,4,0,0,1,14.76,17.425,66,15.0013,6,53,59
10408 | 2012-11-19 00:00:00,4,0,1,1,14.76,17.425,66,15.0013,5,22,27
10409 | 2012-11-19 01:00:00,4,0,1,2,14.76,17.425,66,15.0013,0,19,19
10410 | 2012-11-19 02:00:00,4,0,1,2,14.76,16.665,66,16.9979,0,5,5
10411 | 2012-11-19 03:00:00,4,0,1,2,14.76,17.425,66,15.0013,0,2,2
10412 | 2012-11-19 04:00:00,4,0,1,2,14.76,17.425,66,15.0013,1,11,12
10413 | 2012-11-19 05:00:00,4,0,1,2,14.76,17.425,66,15.0013,1,38,39
10414 | 2012-11-19 06:00:00,4,0,1,2,14.76,16.665,66,16.9979,3,128,131
10415 | 2012-11-19 07:00:00,4,0,1,2,14.76,16.665,66,19.9995,5,381,386
10416 | 2012-11-19 08:00:00,4,0,1,2,14.76,16.665,66,19.9995,13,650,663
10417 | 2012-11-19 09:00:00,4,0,1,2,14.76,16.665,66,16.9979,18,260,278
10418 | 2012-11-19 10:00:00,4,0,1,2,14.76,16.665,66,16.9979,33,106,139
10419 | 2012-11-19 11:00:00,4,0,1,2,15.58,19.695,66,16.9979,33,164,197
10420 | 2012-11-19 12:00:00,4,0,1,2,16.4,20.455,62,19.0012,35,207,242
10421 | 2012-11-19 13:00:00,4,0,1,1,18.04,21.97,54,16.9979,46,205,251
10422 | 2012-11-19 14:00:00,4,0,1,1,18.04,21.97,54,16.9979,47,170,217
10423 | 2012-11-19 15:00:00,4,0,1,1,18.04,21.97,54,12.998,44,213,257
10424 | 2012-11-19 16:00:00,4,0,1,1,17.22,21.21,58,16.9979,55,325,380
10425 | 2012-11-19 17:00:00,4,0,1,2,17.22,21.21,58,12.998,33,586,619
10426 | 2012-11-19 18:00:00,4,0,1,2,16.4,20.455,58,16.9979,21,559,580
10427 | 2012-11-19 19:00:00,4,0,1,2,16.4,20.455,58,19.0012,25,381,406
10428 | 2012-11-19 20:00:00,4,0,1,2,15.58,19.695,62,16.9979,7,252,259
10429 | 2012-11-19 21:00:00,4,0,1,2,15.58,19.695,54,15.0013,15,188,203
10430 | 2012-11-19 22:00:00,4,0,1,1,13.94,17.425,66,7.0015,7,106,113
10431 | 2012-11-19 23:00:00,4,0,1,1,13.94,17.425,66,7.0015,2,72,74
10432 | 2012-12-01 00:00:00,4,0,0,1,10.66,15.15,81,0,9,99,108
10433 | 2012-12-01 01:00:00,4,0,0,1,10.66,15.15,81,0,5,64,69
10434 | 2012-12-01 02:00:00,4,0,0,2,10.66,15.15,81,0,3,47,50
10435 | 2012-12-01 03:00:00,4,0,0,2,10.66,13.635,81,8.9981,1,14,15
10436 | 2012-12-01 04:00:00,4,0,0,1,10.66,14.395,81,6.0032,0,5,5
10437 | 2012-12-01 05:00:00,4,0,0,1,9.84,12.88,87,6.0032,1,12,13
10438 | 2012-12-01 06:00:00,4,0,0,1,9.84,12.12,87,8.9981,7,20,27
10439 | 2012-12-01 07:00:00,4,0,0,2,9.84,12.12,87,8.9981,7,56,63
10440 | 2012-12-01 08:00:00,4,0,0,2,9.84,12.12,87,8.9981,11,133,144
10441 | 2012-12-01 09:00:00,4,0,0,2,10.66,12.12,93,16.9979,34,159,193
10442 | 2012-12-01 10:00:00,4,0,0,2,11.48,13.635,89,11.0014,45,211,256
10443 | 2012-12-01 11:00:00,4,0,0,2,13.12,16.665,76,7.0015,74,318,392
10444 | 2012-12-01 12:00:00,4,0,0,2,13.12,16.665,81,6.0032,119,327,446
10445 | 2012-12-01 13:00:00,4,0,0,2,13.94,18.18,76,0,123,386,509
10446 | 2012-12-01 14:00:00,4,0,0,2,14.76,18.94,71,0,110,369,479
10447 | 2012-12-01 15:00:00,4,0,0,2,16.4,20.455,62,0,113,371,484
10448 | 2012-12-01 16:00:00,4,0,0,2,15.58,19.695,66,0,89,354,443
10449 | 2012-12-01 17:00:00,4,0,0,2,13.94,17.425,76,7.0015,50,270,320
10450 | 2012-12-01 18:00:00,4,0,0,2,13.94,18.18,76,0,42,255,297
10451 | 2012-12-01 19:00:00,4,0,0,2,13.12,17.425,81,0,30,219,249
10452 | 2012-12-01 20:00:00,4,0,0,1,13.12,17.425,81,0,28,170,198
10453 | 2012-12-01 21:00:00,4,0,0,2,12.3,16.665,87,0,23,135,158
10454 | 2012-12-01 22:00:00,4,0,0,2,12.3,16.665,87,0,17,130,147
10455 | 2012-12-01 23:00:00,4,0,0,2,13.12,17.425,81,0,10,116,126
10456 | 2012-12-02 00:00:00,4,0,0,2,12.3,15.91,87,6.0032,9,108,117
10457 | 2012-12-02 01:00:00,4,0,0,2,12.3,15.91,87,6.0032,10,84,94
10458 | 2012-12-02 02:00:00,4,0,0,2,12.3,16.665,87,0,2,72,74
10459 | 2012-12-02 03:00:00,4,0,0,2,10.66,15.15,93,0,4,21,25
10460 | 2012-12-02 04:00:00,4,0,0,2,10.66,15.15,93,0,1,6,7
10461 | 2012-12-02 05:00:00,4,0,0,2,10.66,15.15,93,0,1,7,8
10462 | 2012-12-02 06:00:00,4,0,0,2,9.84,12.12,93,8.9981,1,15,16
10463 | 2012-12-02 07:00:00,4,0,0,2,9.84,12.12,93,8.9981,5,26,31
10464 | 2012-12-02 08:00:00,4,0,0,2,10.66,14.395,93,6.0032,12,81,93
10465 | 2012-12-02 09:00:00,4,0,0,2,11.48,13.635,93,11.0014,37,135,172
10466 | 2012-12-02 10:00:00,4,0,0,2,12.3,16.665,87,0,63,230,293
10467 | 2012-12-02 11:00:00,4,0,0,2,13.12,15.91,81,11.0014,81,274,355
10468 | 2012-12-02 12:00:00,4,0,0,2,13.94,16.665,81,11.0014,111,409,520
10469 | 2012-12-02 13:00:00,4,0,0,1,16.4,20.455,71,15.0013,84,347,431
10470 | 2012-12-02 14:00:00,4,0,0,1,18.04,21.97,62,16.9979,142,331,473
10471 | 2012-12-02 15:00:00,4,0,0,1,18.04,21.97,67,8.9981,106,311,417
10472 | 2012-12-02 16:00:00,4,0,0,2,18.04,21.97,67,7.0015,85,358,443
10473 | 2012-12-02 17:00:00,4,0,0,3,16.4,20.455,76,12.998,59,244,303
10474 | 2012-12-02 18:00:00,4,0,0,2,18.04,21.97,72,7.0015,25,178,203
10475 | 2012-12-02 19:00:00,4,0,0,2,16.4,20.455,82,12.998,16,158,174
10476 | 2012-12-02 20:00:00,4,0,0,2,17.22,21.21,82,12.998,12,142,154
10477 | 2012-12-02 21:00:00,4,0,0,2,18.04,21.97,77,15.0013,8,91,99
10478 | 2012-12-02 22:00:00,4,0,0,2,18.04,21.97,77,12.998,11,85,96
10479 | 2012-12-02 23:00:00,4,0,0,2,17.22,21.21,82,8.9981,7,44,51
10480 | 2012-12-03 00:00:00,4,0,1,2,17.22,21.21,82,11.0014,3,18,21
10481 | 2012-12-03 01:00:00,4,0,1,1,16.4,20.455,82,8.9981,2,11,13
10482 | 2012-12-03 02:00:00,4,0,1,1,17.22,21.21,77,11.0014,1,9,10
10483 | 2012-12-03 03:00:00,4,0,1,1,15.58,19.695,87,0,2,6,8
10484 | 2012-12-03 04:00:00,4,0,1,1,14.76,18.94,93,0,1,4,5
10485 | 2012-12-03 05:00:00,4,0,1,1,13.94,17.425,93,6.0032,0,38,38
10486 | 2012-12-03 06:00:00,4,0,1,1,14.76,18.94,93,0,2,136,138
10487 | 2012-12-03 07:00:00,4,0,1,2,13.94,18.18,93,0,9,387,396
10488 | 2012-12-03 08:00:00,4,0,1,1,14.76,18.94,93,0,19,712,731
10489 | 2012-12-03 09:00:00,4,0,1,1,16.4,20.455,87,6.0032,19,289,308
10490 | 2012-12-03 10:00:00,4,0,1,1,18.04,21.97,77,8.9981,31,105,136
10491 | 2012-12-03 11:00:00,4,0,1,1,19.68,23.485,77,8.9981,51,182,233
10492 | 2012-12-03 12:00:00,4,0,1,1,21.32,25,68,11.0014,40,228,268
10493 | 2012-12-03 13:00:00,4,0,1,1,23.78,27.275,56,6.0032,81,240,321
10494 | 2012-12-03 14:00:00,4,0,1,1,24.6,31.06,53,0,51,209,260
10495 | 2012-12-03 15:00:00,4,0,1,1,24.6,31.06,56,0,58,210,268
10496 | 2012-12-03 16:00:00,4,0,1,1,24.6,31.06,53,8.9981,45,397,442
10497 | 2012-12-03 17:00:00,4,0,1,1,21.32,25,63,7.0015,43,665,708
10498 | 2012-12-03 18:00:00,4,0,1,1,20.5,24.24,68,6.0032,26,666,692
10499 | 2012-12-03 19:00:00,4,0,1,1,20.5,24.24,68,6.0032,27,444,471
10500 | 2012-12-03 20:00:00,4,0,1,2,18.86,22.725,77,0,16,284,300
10501 | 2012-12-03 21:00:00,4,0,1,1,18.04,21.97,82,12.998,14,207,221
10502 | 2012-12-03 22:00:00,4,0,1,1,17.22,21.21,82,7.0015,5,139,144
10503 | 2012-12-03 23:00:00,4,0,1,1,17.22,21.21,82,7.0015,9,93,102
10504 | 2012-12-04 00:00:00,4,0,1,1,17.22,21.21,88,7.0015,6,49,55
10505 | 2012-12-04 01:00:00,4,0,1,1,17.22,21.21,82,7.0015,3,22,25
10506 | 2012-12-04 02:00:00,4,0,1,1,17.22,21.21,88,6.0032,3,5,8
10507 | 2012-12-04 03:00:00,4,0,1,2,16.4,20.455,87,8.9981,1,3,4
10508 | 2012-12-04 04:00:00,4,0,1,2,16.4,20.455,87,8.9981,0,7,7
10509 | 2012-12-04 05:00:00,4,0,1,2,18.04,21.97,88,0,1,45,46
10510 | 2012-12-04 06:00:00,4,0,1,2,14.76,18.94,93,0,3,150,153
10511 | 2012-12-04 07:00:00,4,0,1,1,17.22,21.21,88,8.9981,7,495,502
10512 | 2012-12-04 08:00:00,4,0,1,2,18.04,21.97,88,11.0014,21,700,721
10513 | 2012-12-04 09:00:00,4,0,1,1,18.86,22.725,82,7.0015,19,317,336
10514 | 2012-12-04 10:00:00,4,0,1,1,18.86,22.725,82,12.998,26,130,156
10515 | 2012-12-04 11:00:00,4,0,1,1,19.68,23.485,77,12.998,24,183,207
10516 | 2012-12-04 12:00:00,4,0,1,1,21.32,25,68,12.998,39,273,312
10517 | 2012-12-04 13:00:00,4,0,1,2,22.14,25.76,64,11.0014,39,233,272
10518 | 2012-12-04 14:00:00,4,0,1,2,23.78,27.275,56,15.0013,39,231,270
10519 | 2012-12-04 15:00:00,4,0,1,2,24.6,31.06,49,16.9979,56,244,300
10520 | 2012-12-04 16:00:00,4,0,1,1,23.78,27.275,49,19.0012,44,391,435
10521 | 2012-12-04 17:00:00,4,0,1,1,21.32,25,59,15.0013,43,700,743
10522 | 2012-12-04 18:00:00,4,0,1,1,20.5,24.24,63,15.0013,38,693,731
10523 | 2012-12-04 19:00:00,4,0,1,1,19.68,23.485,67,15.0013,46,414,460
10524 | 2012-12-04 20:00:00,4,0,1,2,20.5,24.24,63,15.0013,34,272,306
10525 | 2012-12-04 21:00:00,4,0,1,2,20.5,24.24,63,16.9979,28,252,280
10526 | 2012-12-04 22:00:00,4,0,1,2,20.5,24.24,63,19.9995,26,155,181
10527 | 2012-12-04 23:00:00,4,0,1,1,19.68,23.485,67,16.9979,5,91,96
10528 | 2012-12-05 00:00:00,4,0,1,1,20.5,24.24,59,19.0012,6,31,37
10529 | 2012-12-05 01:00:00,4,0,1,1,21.32,25,55,22.0028,0,11,11
10530 | 2012-12-05 02:00:00,4,0,1,1,18.86,22.725,67,11.0014,2,7,9
10531 | 2012-12-05 03:00:00,4,0,1,1,19.68,23.485,67,8.9981,0,7,7
10532 | 2012-12-05 04:00:00,4,0,1,1,20.5,24.24,63,30.0026,1,9,10
10533 | 2012-12-05 05:00:00,4,0,1,1,20.5,24.24,59,19.0012,1,48,49
10534 | 2012-12-05 06:00:00,4,0,1,3,19.68,23.485,55,26.0027,5,119,124
10535 | 2012-12-05 07:00:00,4,0,1,3,18.86,22.725,59,19.9995,9,389,398
10536 | 2012-12-05 08:00:00,4,0,1,2,18.04,21.97,58,19.0012,22,737,759
10537 | 2012-12-05 09:00:00,4,0,1,2,18.04,21.97,51,15.0013,26,362,388
10538 | 2012-12-05 10:00:00,4,0,1,2,18.04,21.97,47,23.9994,14,127,141
10539 | 2012-12-05 11:00:00,4,0,1,1,18.04,21.97,44,19.0012,11,161,172
10540 | 2012-12-05 12:00:00,4,0,1,1,18.04,21.97,41,19.0012,24,208,232
10541 | 2012-12-05 13:00:00,4,0,1,1,18.86,22.725,41,19.0012,14,200,214
10542 | 2012-12-05 14:00:00,4,0,1,1,19.68,23.485,33,32.9975,39,179,218
10543 | 2012-12-05 15:00:00,4,0,1,1,19.68,23.485,33,19.0012,20,265,285
10544 | 2012-12-05 16:00:00,4,0,1,1,18.86,22.725,33,19.0012,23,354,377
10545 | 2012-12-05 17:00:00,4,0,1,1,18.04,21.97,35,19.0012,29,576,605
10546 | 2012-12-05 18:00:00,4,0,1,1,17.22,21.21,35,30.0026,29,580,609
10547 | 2012-12-05 19:00:00,4,0,1,1,15.58,19.695,43,23.9994,14,400,414
10548 | 2012-12-05 20:00:00,4,0,1,1,13.94,15.15,46,26.0027,19,274,293
10549 | 2012-12-05 21:00:00,4,0,1,1,13.94,15.15,46,27.9993,14,184,198
10550 | 2012-12-05 22:00:00,4,0,1,1,13.12,14.395,45,26.0027,4,101,105
10551 | 2012-12-05 23:00:00,4,0,1,1,12.3,13.635,49,26.0027,5,69,74
10552 | 2012-12-06 00:00:00,4,0,1,1,10.66,12.12,48,19.0012,1,43,44
10553 | 2012-12-06 01:00:00,4,0,1,1,10.66,12.12,48,19.0012,0,16,16
10554 | 2012-12-06 02:00:00,4,0,1,1,9.84,10.605,52,19.0012,0,9,9
10555 | 2012-12-06 03:00:00,4,0,1,1,9.02,11.365,55,12.998,0,2,2
10556 | 2012-12-06 04:00:00,4,0,1,1,9.02,10.605,55,19.9995,1,8,9
10557 | 2012-12-06 05:00:00,4,0,1,1,9.02,10.605,55,19.0012,0,32,32
10558 | 2012-12-06 06:00:00,4,0,1,1,9.02,10.605,55,19.9995,2,122,124
10559 | 2012-12-06 07:00:00,4,0,1,1,9.02,10.605,51,19.9995,8,381,389
10560 | 2012-12-06 08:00:00,4,0,1,1,9.02,10.605,51,19.9995,13,646,659
10561 | 2012-12-06 09:00:00,4,0,1,1,9.84,11.365,48,12.998,19,257,276
10562 | 2012-12-06 10:00:00,4,0,1,1,9.84,11.365,52,12.998,23,122,145
10563 | 2012-12-06 11:00:00,4,0,1,1,10.66,12.88,48,11.0014,16,162,178
10564 | 2012-12-06 12:00:00,4,0,1,1,11.48,15.91,41,0,29,206,235
10565 | 2012-12-06 13:00:00,4,0,1,1,12.3,16.665,39,0,33,212,245
10566 | 2012-12-06 14:00:00,4,0,1,1,12.3,15.91,42,6.0032,37,175,212
10567 | 2012-12-06 15:00:00,4,0,1,1,13.12,17.425,39,0,38,232,270
10568 | 2012-12-06 16:00:00,4,0,1,1,13.12,17.425,42,0,39,292,331
10569 | 2012-12-06 17:00:00,4,0,1,1,12.3,15.91,45,7.0015,31,586,617
10570 | 2012-12-06 18:00:00,4,0,1,1,11.48,13.635,45,11.0014,23,542,565
10571 | 2012-12-06 19:00:00,4,0,1,1,10.66,12.88,60,12.998,13,360,373
10572 | 2012-12-06 20:00:00,4,0,1,2,9.84,12.88,60,7.0015,5,222,227
10573 | 2012-12-06 21:00:00,4,0,1,2,9.84,12.12,60,8.9981,7,184,191
10574 | 2012-12-06 22:00:00,4,0,1,1,9.84,12.12,65,11.0014,2,131,133
10575 | 2012-12-06 23:00:00,4,0,1,1,9.84,12.12,65,11.0014,0,93,93
10576 | 2012-12-07 00:00:00,4,0,1,1,9.84,12.88,70,7.0015,3,45,48
10577 | 2012-12-07 01:00:00,4,0,1,2,9.84,11.365,70,12.998,2,26,28
10578 | 2012-12-07 02:00:00,4,0,1,2,10.66,13.635,70,8.9981,0,11,11
10579 | 2012-12-07 03:00:00,4,0,1,2,10.66,12.88,81,12.998,0,5,5
10580 | 2012-12-07 04:00:00,4,0,1,1,10.66,13.635,75,7.0015,0,10,10
10581 | 2012-12-07 05:00:00,4,0,1,2,10.66,13.635,81,7.0015,1,25,26
10582 | 2012-12-07 06:00:00,4,0,1,2,11.48,13.635,75,11.0014,0,84,84
10583 | 2012-12-07 07:00:00,4,0,1,3,11.48,13.635,81,11.0014,3,212,215
10584 | 2012-12-07 08:00:00,4,0,1,2,12.3,14.395,75,12.998,11,430,441
10585 | 2012-12-07 09:00:00,4,0,1,2,12.3,15.15,81,8.9981,10,291,301
10586 | 2012-12-07 10:00:00,4,0,1,2,13.12,15.91,76,11.0014,16,150,166
10587 | 2012-12-07 11:00:00,4,0,1,2,13.12,15.91,76,12.998,20,183,203
10588 | 2012-12-07 12:00:00,4,0,1,2,13.94,16.665,71,12.998,36,204,240
10589 | 2012-12-07 13:00:00,4,0,1,2,14.76,17.425,66,8.9981,23,197,220
10590 | 2012-12-07 14:00:00,4,0,1,2,14.76,17.425,71,11.0014,40,175,215
10591 | 2012-12-07 15:00:00,4,0,1,2,14.76,17.425,71,11.0014,34,269,303
10592 | 2012-12-07 16:00:00,4,0,1,1,14.76,17.425,76,8.9981,39,336,375
10593 | 2012-12-07 17:00:00,4,0,1,2,15.58,19.695,66,0,29,539,568
10594 | 2012-12-07 18:00:00,4,0,1,2,15.58,19.695,71,7.0015,25,473,498
10595 | 2012-12-07 19:00:00,4,0,1,2,15.58,19.695,76,0,15,337,352
10596 | 2012-12-07 20:00:00,4,0,1,3,15.58,19.695,76,7.0015,12,229,241
10597 | 2012-12-07 21:00:00,4,0,1,2,14.76,18.18,93,7.0015,9,162,171
10598 | 2012-12-07 22:00:00,4,0,1,2,14.76,18.18,93,6.0032,15,150,165
10599 | 2012-12-07 23:00:00,4,0,1,2,14.76,18.18,93,6.0032,6,116,122
10600 | 2012-12-08 00:00:00,4,0,0,2,14.76,18.18,93,6.0032,5,98,103
10601 | 2012-12-08 01:00:00,4,0,0,2,14.76,17.425,93,8.9981,16,84,100
10602 | 2012-12-08 02:00:00,4,0,0,2,14.76,17.425,93,8.9981,3,67,70
10603 | 2012-12-08 03:00:00,4,0,0,2,14.76,18.18,93,7.0015,6,23,29
10604 | 2012-12-08 04:00:00,4,0,0,2,14.76,18.94,93,0,3,9,12
10605 | 2012-12-08 05:00:00,4,0,0,2,14.76,18.18,93,7.0015,2,4,6
10606 | 2012-12-08 06:00:00,4,0,0,2,14.76,18.18,93,7.0015,1,19,20
10607 | 2012-12-08 07:00:00,4,0,0,2,14.76,18.18,100,6.0032,3,36,39
10608 | 2012-12-08 08:00:00,4,0,0,2,15.58,19.695,94,6.0032,5,106,111
10609 | 2012-12-08 09:00:00,4,0,0,2,15.58,19.695,94,0,17,153,170
10610 | 2012-12-08 10:00:00,4,0,0,2,16.4,20.455,87,8.9981,43,244,287
10611 | 2012-12-08 11:00:00,4,0,0,2,16.4,20.455,87,7.0015,63,341,404
10612 | 2012-12-08 12:00:00,4,0,0,2,16.4,20.455,87,15.0013,122,364,486
10613 | 2012-12-08 13:00:00,4,0,0,2,16.4,20.455,87,11.0014,148,399,547
10614 | 2012-12-08 14:00:00,4,0,0,2,16.4,20.455,87,19.0012,164,378,542
10615 | 2012-12-08 15:00:00,4,0,0,1,17.22,21.21,82,11.0014,167,374,541
10616 | 2012-12-08 16:00:00,4,0,0,1,17.22,21.21,82,11.0014,139,368,507
10617 | 2012-12-08 17:00:00,4,0,0,1,15.58,19.695,87,8.9981,77,268,345
10618 | 2012-12-08 18:00:00,4,0,0,1,16.4,20.455,87,7.0015,40,264,304
10619 | 2012-12-08 19:00:00,4,0,0,1,16.4,20.455,87,0,34,212,246
10620 | 2012-12-08 20:00:00,4,0,0,2,14.76,18.94,100,0,20,162,182
10621 | 2012-12-08 21:00:00,4,0,0,2,14.76,18.94,100,0,34,175,209
10622 | 2012-12-08 22:00:00,4,0,0,2,15.58,19.695,94,7.0015,23,137,160
10623 | 2012-12-08 23:00:00,4,0,0,2,16.4,20.455,94,0,18,144,162
10624 | 2012-12-09 00:00:00,4,0,0,2,16.4,20.455,87,8.9981,15,103,118
10625 | 2012-12-09 01:00:00,4,0,0,2,16.4,20.455,87,7.0015,17,85,102
10626 | 2012-12-09 02:00:00,4,0,0,2,16.4,20.455,87,7.0015,8,70,78
10627 | 2012-12-09 03:00:00,4,0,0,2,16.4,20.455,87,7.0015,14,34,48
10628 | 2012-12-09 04:00:00,4,0,0,2,16.4,20.455,94,7.0015,1,11,12
10629 | 2012-12-09 05:00:00,4,0,0,2,16.4,20.455,87,7.0015,0,8,8
10630 | 2012-12-09 06:00:00,4,0,0,3,16.4,20.455,94,7.0015,0,6,6
10631 | 2012-12-09 07:00:00,4,0,0,3,16.4,20.455,87,15.0013,1,22,23
10632 | 2012-12-09 08:00:00,4,0,0,3,16.4,20.455,87,11.0014,1,68,69
10633 | 2012-12-09 09:00:00,4,0,0,2,16.4,20.455,87,16.9979,9,94,103
10634 | 2012-12-09 10:00:00,4,0,0,2,16.4,20.455,87,19.0012,39,180,219
10635 | 2012-12-09 11:00:00,4,0,0,2,16.4,20.455,87,19.9995,40,210,250
10636 | 2012-12-09 12:00:00,4,0,0,2,16.4,20.455,82,19.9995,60,255,315
10637 | 2012-12-09 13:00:00,4,0,0,2,15.58,19.695,87,19.0012,65,220,285
10638 | 2012-12-09 14:00:00,4,0,0,2,15.58,19.695,87,12.998,42,190,232
10639 | 2012-12-09 15:00:00,4,0,0,3,14.76,17.425,93,11.0014,25,200,225
10640 | 2012-12-09 16:00:00,4,0,0,3,14.76,17.425,93,11.0014,33,220,253
10641 | 2012-12-09 17:00:00,4,0,0,3,14.76,17.425,93,8.9981,20,209,229
10642 | 2012-12-09 18:00:00,4,0,0,3,14.76,18.18,93,6.0032,17,181,198
10643 | 2012-12-09 19:00:00,4,0,0,3,15.58,19.695,94,6.0032,12,110,122
10644 | 2012-12-09 20:00:00,4,0,0,3,14.76,18.18,100,6.0032,6,102,108
10645 | 2012-12-09 21:00:00,4,0,0,2,14.76,18.18,100,7.0015,10,86,96
10646 | 2012-12-09 22:00:00,4,0,0,3,14.76,18.18,93,7.0015,3,75,78
10647 | 2012-12-09 23:00:00,4,0,0,3,14.76,18.18,100,6.0032,3,48,51
10648 | 2012-12-10 00:00:00,4,0,1,3,14.76,18.18,100,6.0032,0,20,20
10649 | 2012-12-10 01:00:00,4,0,1,2,14.76,18.94,100,0,0,4,4
10650 | 2012-12-10 02:00:00,4,0,1,2,15.58,19.695,94,7.0015,2,3,5
10651 | 2012-12-10 03:00:00,4,0,1,2,15.58,19.695,94,7.0015,0,4,4
10652 | 2012-12-10 04:00:00,4,0,1,2,15.58,19.695,94,7.0015,3,9,12
10653 | 2012-12-10 05:00:00,4,0,1,2,15.58,19.695,94,7.0015,0,27,27
10654 | 2012-12-10 06:00:00,4,0,1,2,15.58,19.695,94,11.0014,2,121,123
10655 | 2012-12-10 07:00:00,4,0,1,2,15.58,19.695,94,16.9979,3,291,294
10656 | 2012-12-10 08:00:00,4,0,1,2,17.22,21.21,100,16.9979,9,575,584
10657 | 2012-12-10 09:00:00,4,0,1,2,17.22,21.21,100,15.0013,11,273,284
10658 | 2012-12-10 10:00:00,4,0,1,2,18.04,21.97,94,15.0013,12,121,133
10659 | 2012-12-10 11:00:00,4,0,1,3,18.86,22.725,94,15.0013,8,126,134
10660 | 2012-12-10 12:00:00,4,0,1,3,18.04,21.97,100,15.0013,23,150,173
10661 | 2012-12-10 13:00:00,4,0,1,3,18.04,21.97,100,15.0013,30,190,220
10662 | 2012-12-10 14:00:00,4,0,1,2,20.5,24.24,94,15.0013,31,179,210
10663 | 2012-12-10 15:00:00,4,0,1,2,20.5,24.24,87,11.0014,29,207,236
10664 | 2012-12-10 16:00:00,4,0,1,2,20.5,24.24,88,7.0015,37,308,345
10665 | 2012-12-10 17:00:00,4,0,1,2,19.68,23.485,82,19.0012,38,578,616
10666 | 2012-12-10 18:00:00,4,0,1,2,18.86,22.725,88,19.0012,20,544,564
10667 | 2012-12-10 19:00:00,4,0,1,1,21.32,25,77,19.0012,18,409,427
10668 | 2012-12-10 20:00:00,4,0,1,1,18.86,22.725,88,16.9979,13,287,300
10669 | 2012-12-10 21:00:00,4,0,1,2,18.86,22.725,94,12.998,21,224,245
10670 | 2012-12-10 22:00:00,4,0,1,2,20.5,24.24,82,15.0013,11,115,126
10671 | 2012-12-10 23:00:00,4,0,1,1,18.86,22.725,88,16.9979,8,76,84
10672 | 2012-12-11 00:00:00,4,0,1,3,18.86,22.725,77,31.0009,2,29,31
10673 | 2012-12-11 01:00:00,4,0,1,1,17.22,21.21,71,30.0026,1,7,8
10674 | 2012-12-11 02:00:00,4,0,1,2,16.4,20.455,66,22.0028,0,1,1
10675 | 2012-12-11 03:00:00,4,0,1,3,14.76,16.665,76,19.0012,0,3,3
10676 | 2012-12-11 04:00:00,4,0,1,2,13.94,15.91,76,19.0012,0,8,8
10677 | 2012-12-11 05:00:00,4,0,1,3,13.94,15.15,71,22.0028,1,40,41
10678 | 2012-12-11 06:00:00,4,0,1,2,13.94,15.15,71,19.9995,0,118,118
10679 | 2012-12-11 07:00:00,4,0,1,1,13.94,15.15,66,27.9993,8,372,380
10680 | 2012-12-11 08:00:00,4,0,1,2,13.94,15.15,61,19.9995,16,708,724
10681 | 2012-12-11 09:00:00,4,0,1,1,13.94,15.15,61,26.0027,12,322,334
10682 | 2012-12-11 10:00:00,4,0,1,1,14.76,16.665,57,22.0028,12,142,154
10683 | 2012-12-11 11:00:00,4,0,1,2,14.76,16.665,53,23.9994,28,145,173
10684 | 2012-12-11 12:00:00,4,0,1,2,14.76,15.91,53,30.0026,13,213,226
10685 | 2012-12-11 13:00:00,4,0,1,2,15.58,19.695,50,15.0013,28,226,254
10686 | 2012-12-11 14:00:00,4,0,1,2,15.58,19.695,50,15.0013,19,185,204
10687 | 2012-12-11 15:00:00,4,0,1,2,15.58,19.695,50,15.0013,20,250,270
10688 | 2012-12-11 16:00:00,4,0,1,2,15.58,19.695,50,15.0013,24,334,358
10689 | 2012-12-11 17:00:00,4,0,1,1,13.12,15.15,53,15.0013,21,580,601
10690 | 2012-12-11 18:00:00,4,0,1,1,13.12,15.15,53,15.0013,23,523,546
10691 | 2012-12-11 19:00:00,4,0,1,1,13.12,15.15,53,15.0013,21,412,433
10692 | 2012-12-11 20:00:00,4,0,1,1,13.12,15.15,53,15.0013,9,248,257
10693 | 2012-12-11 21:00:00,4,0,1,1,13.12,15.91,53,12.998,14,193,207
10694 | 2012-12-11 22:00:00,4,0,1,1,12.3,14.395,56,15.0013,6,100,106
10695 | 2012-12-11 23:00:00,4,0,1,1,12.3,14.395,52,15.0013,4,60,64
10696 | 2012-12-12 00:00:00,4,0,1,1,12.3,15.15,52,11.0014,1,33,34
10697 | 2012-12-12 01:00:00,4,0,1,1,11.48,13.635,61,15.0013,3,18,21
10698 | 2012-12-12 02:00:00,4,0,1,1,11.48,13.635,56,11.0014,5,4,9
10699 | 2012-12-12 03:00:00,4,0,1,1,10.66,13.635,60,8.9981,3,7,10
10700 | 2012-12-12 04:00:00,4,0,1,1,10.66,15.15,60,0,0,4,4
10701 | 2012-12-12 05:00:00,4,0,1,1,10.66,12.88,60,12.998,0,37,37
10702 | 2012-12-12 06:00:00,4,0,1,2,10.66,12.12,60,16.9979,2,126,128
10703 | 2012-12-12 07:00:00,4,0,1,2,10.66,12.88,60,12.998,3,366,369
10704 | 2012-12-12 08:00:00,4,0,1,2,10.66,12.88,65,11.0014,18,670,688
10705 | 2012-12-12 09:00:00,4,0,1,2,11.48,14.395,61,8.9981,13,272,285
10706 | 2012-12-12 10:00:00,4,0,1,2,12.3,15.15,56,11.0014,20,116,136
10707 | 2012-12-12 11:00:00,4,0,1,2,13.12,15.15,49,15.0013,24,148,172
10708 | 2012-12-12 12:00:00,4,0,1,2,13.94,18.18,42,0,14,218,232
10709 | 2012-12-12 13:00:00,4,0,1,2,13.94,18.18,42,0,18,220,238
10710 | 2012-12-12 14:00:00,4,0,1,2,13.94,18.18,46,0,34,191,225
10711 | 2012-12-12 15:00:00,4,0,1,2,13.94,17.425,46,7.0015,21,207,228
10712 | 2012-12-12 16:00:00,4,0,1,2,13.94,16.665,46,8.9981,19,310,329
10713 | 2012-12-12 17:00:00,4,0,1,2,13.12,15.15,53,15.0013,21,540,561
10714 | 2012-12-12 18:00:00,4,0,1,2,13.12,15.15,49,15.0013,25,515,540
10715 | 2012-12-12 19:00:00,4,0,1,2,12.3,14.395,56,15.0013,18,384,402
10716 | 2012-12-12 20:00:00,4,0,1,1,12.3,14.395,52,19.0012,25,243,268
10717 | 2012-12-12 21:00:00,4,0,1,2,12.3,14.395,52,16.9979,16,186,202
10718 | 2012-12-12 22:00:00,4,0,1,2,12.3,14.395,52,15.0013,4,118,122
10719 | 2012-12-12 23:00:00,4,0,1,2,11.48,13.635,56,15.0013,3,76,79
10720 | 2012-12-13 00:00:00,4,0,1,2,11.48,13.635,52,15.0013,1,31,32
10721 | 2012-12-13 01:00:00,4,0,1,2,11.48,12.88,52,19.0012,4,19,23
10722 | 2012-12-13 02:00:00,4,0,1,2,10.66,12.12,56,16.9979,3,5,8
10723 | 2012-12-13 03:00:00,4,0,1,2,10.66,12.12,56,19.0012,0,2,2
10724 | 2012-12-13 04:00:00,4,0,1,2,10.66,12.88,56,12.998,0,8,8
10725 | 2012-12-13 05:00:00,4,0,1,2,10.66,12.88,56,11.0014,2,31,33
10726 | 2012-12-13 06:00:00,4,0,1,1,10.66,12.12,56,16.9979,2,112,114
10727 | 2012-12-13 07:00:00,4,0,1,1,9.84,11.365,60,15.0013,5,380,385
10728 | 2012-12-13 08:00:00,4,0,1,1,9.84,11.365,60,12.998,24,655,679
10729 | 2012-12-13 09:00:00,4,0,1,1,11.48,13.635,52,16.9979,25,300,325
10730 | 2012-12-13 10:00:00,4,0,1,1,13.12,15.15,45,19.0012,28,139,167
10731 | 2012-12-13 11:00:00,4,0,1,1,13.94,15.91,42,16.9979,25,164,189
10732 | 2012-12-13 12:00:00,4,0,1,1,14.76,16.665,40,16.9979,30,252,282
10733 | 2012-12-13 13:00:00,4,0,1,1,14.76,17.425,34,12.998,41,230,271
10734 | 2012-12-13 14:00:00,4,0,1,1,14.76,17.425,34,11.0014,31,211,242
10735 | 2012-12-13 15:00:00,4,0,1,1,14.76,17.425,34,8.9981,40,240,280
10736 | 2012-12-13 16:00:00,4,0,1,1,13.94,17.425,39,7.0015,50,356,406
10737 | 2012-12-13 17:00:00,4,0,1,1,13.12,16.665,42,7.0015,43,507,550
10738 | 2012-12-13 18:00:00,4,0,1,1,13.12,16.665,42,7.0015,20,446,466
10739 | 2012-12-13 19:00:00,4,0,1,1,12.3,15.15,45,11.0014,20,328,348
10740 | 2012-12-13 20:00:00,4,0,1,1,12.3,16.665,45,0,6,235,241
10741 | 2012-12-13 21:00:00,4,0,1,1,11.48,15.91,48,0,13,200,213
10742 | 2012-12-13 22:00:00,4,0,1,1,10.66,14.395,60,6.0032,7,141,148
10743 | 2012-12-13 23:00:00,4,0,1,1,10.66,15.15,60,0,5,115,120
10744 | 2012-12-14 00:00:00,4,0,1,1,9.02,12.88,64,6.0032,4,43,47
10745 | 2012-12-14 01:00:00,4,0,1,1,9.02,12.88,69,6.0032,0,26,26
10746 | 2012-12-14 02:00:00,4,0,1,1,9.02,13.635,69,0,3,6,9
10747 | 2012-12-14 03:00:00,4,0,1,1,8.2,11.365,69,7.0015,0,12,12
10748 | 2012-12-14 04:00:00,4,0,1,1,8.2,11.365,75,6.0032,1,9,10
10749 | 2012-12-14 05:00:00,4,0,1,1,8.2,11.365,69,7.0015,0,34,34
10750 | 2012-12-14 06:00:00,4,0,1,1,6.56,9.09,80,7.0015,1,112,113
10751 | 2012-12-14 07:00:00,4,0,1,1,8.2,10.605,72,7.0015,3,305,308
10752 | 2012-12-14 08:00:00,4,0,1,1,8.2,11.365,69,6.0032,13,623,636
10753 | 2012-12-14 09:00:00,4,0,1,1,9.84,12.12,75,8.9981,13,330,343
10754 | 2012-12-14 10:00:00,4,0,1,1,10.66,12.88,81,12.998,28,162,190
10755 | 2012-12-14 11:00:00,4,0,1,1,13.12,15.15,65,12.998,31,180,211
10756 | 2012-12-14 12:00:00,4,0,1,1,14.76,17.425,50,12.998,29,244,273
10757 | 2012-12-14 13:00:00,4,0,1,1,14.76,17.425,50,15.0013,39,274,313
10758 | 2012-12-14 14:00:00,4,0,1,1,16.4,20.455,43,12.998,48,251,299
10759 | 2012-12-14 15:00:00,4,0,1,1,16.4,20.455,47,11.0014,57,252,309
10760 | 2012-12-14 16:00:00,4,0,1,1,15.58,19.695,54,12.998,45,372,417
10761 | 2012-12-14 17:00:00,4,0,1,1,13.94,16.665,57,11.0014,40,582,622
10762 | 2012-12-14 18:00:00,4,0,1,1,14.76,17.425,46,8.9981,23,432,455
10763 | 2012-12-14 19:00:00,4,0,1,1,13.94,17.425,53,6.0032,17,302,319
10764 | 2012-12-14 20:00:00,4,0,1,1,13.12,16.665,61,8.9981,12,209,221
10765 | 2012-12-14 21:00:00,4,0,1,1,12.3,15.15,75,11.0014,7,165,172
10766 | 2012-12-14 22:00:00,4,0,1,1,11.48,14.395,75,7.0015,4,134,138
10767 | 2012-12-14 23:00:00,4,0,1,1,11.48,15.15,75,6.0032,11,123,134
10768 | 2012-12-15 00:00:00,4,0,0,1,12.3,16.665,70,0,4,90,94
10769 | 2012-12-15 01:00:00,4,0,0,2,10.66,14.395,81,6.0032,9,86,95
10770 | 2012-12-15 02:00:00,4,0,0,1,10.66,15.15,81,0,6,63,69
10771 | 2012-12-15 03:00:00,4,0,0,2,9.84,14.395,81,0,5,18,23
10772 | 2012-12-15 04:00:00,4,0,0,2,9.84,12.88,87,7.0015,1,5,6
10773 | 2012-12-15 05:00:00,4,0,0,2,10.66,15.15,75,0,0,3,3
10774 | 2012-12-15 06:00:00,4,0,0,2,9.84,14.395,75,0,0,11,11
10775 | 2012-12-15 07:00:00,4,0,0,2,9.84,12.88,75,6.0032,1,47,48
10776 | 2012-12-15 08:00:00,4,0,0,2,10.66,14.395,75,6.0032,8,111,119
10777 | 2012-12-15 09:00:00,4,0,0,1,10.66,13.635,75,7.0015,17,203,220
10778 | 2012-12-15 10:00:00,4,0,0,1,13.12,15.91,61,11.0014,23,250,273
10779 | 2012-12-15 11:00:00,4,0,0,1,13.94,17.425,61,6.0032,66,327,393
10780 | 2012-12-15 12:00:00,4,0,0,1,15.58,19.695,50,6.0032,89,364,453
10781 | 2012-12-15 13:00:00,4,0,0,1,15.58,19.695,54,16.9979,88,368,456
10782 | 2012-12-15 14:00:00,4,0,0,1,16.4,20.455,50,11.0014,92,334,426
10783 | 2012-12-15 15:00:00,4,0,0,1,17.22,21.21,47,0,95,352,447
10784 | 2012-12-15 16:00:00,4,0,0,1,16.4,20.455,50,8.9981,85,328,413
10785 | 2012-12-15 17:00:00,4,0,0,1,16.4,20.455,50,15.0013,35,274,309
10786 | 2012-12-15 18:00:00,4,0,0,1,15.58,19.695,58,11.0014,40,232,272
10787 | 2012-12-15 19:00:00,4,0,0,1,14.76,17.425,62,8.9981,32,225,257
10788 | 2012-12-15 20:00:00,4,0,0,2,14.76,17.425,57,12.998,23,178,201
10789 | 2012-12-15 21:00:00,4,0,0,1,14.76,17.425,62,8.9981,15,169,184
10790 | 2012-12-15 22:00:00,4,0,0,1,14.76,17.425,62,12.998,22,134,156
10791 | 2012-12-15 23:00:00,4,0,0,2,14.76,17.425,62,8.9981,11,108,119
10792 | 2012-12-16 00:00:00,4,0,0,2,14.76,18.94,62,0,8,102,110
10793 | 2012-12-16 01:00:00,4,0,0,3,13.94,17.425,76,7.0015,14,82,96
10794 | 2012-12-16 02:00:00,4,0,0,2,13.94,17.425,87,6.0032,8,79,87
10795 | 2012-12-16 03:00:00,4,0,0,2,13.94,16.665,87,12.998,1,37,38
10796 | 2012-12-16 04:00:00,4,0,0,2,13.94,18.18,87,0,1,10,11
10797 | 2012-12-16 05:00:00,4,0,0,2,13.94,18.18,87,0,0,9,9
10798 | 2012-12-16 06:00:00,4,0,0,2,13.94,18.18,87,0,0,6,6
10799 | 2012-12-16 07:00:00,4,0,0,2,13.94,17.425,87,6.0032,5,22,27
10800 | 2012-12-16 08:00:00,4,0,0,2,14.76,17.425,87,8.9981,12,76,88
10801 | 2012-12-16 09:00:00,4,0,0,2,14.76,17.425,87,8.9981,19,113,132
10802 | 2012-12-16 10:00:00,4,0,0,2,14.76,17.425,87,8.9981,42,215,257
10803 | 2012-12-16 11:00:00,4,0,0,2,14.76,17.425,87,8.9981,47,248,295
10804 | 2012-12-16 12:00:00,4,0,0,2,15.58,19.695,82,12.998,67,350,417
10805 | 2012-12-16 13:00:00,4,0,0,2,15.58,19.695,76,12.998,67,289,356
10806 | 2012-12-16 14:00:00,4,0,0,2,15.58,19.695,76,8.9981,50,260,310
10807 | 2012-12-16 15:00:00,4,0,0,2,15.58,19.695,82,7.0015,46,292,338
10808 | 2012-12-16 16:00:00,4,0,0,2,15.58,19.695,82,7.0015,66,334,400
10809 | 2012-12-16 17:00:00,4,0,0,2,15.58,19.695,82,7.0015,29,214,243
10810 | 2012-12-16 18:00:00,4,0,0,3,15.58,19.695,82,7.0015,8,99,107
10811 | 2012-12-16 19:00:00,4,0,0,1,14.76,17.425,93,8.9981,10,99,109
10812 | 2012-12-16 20:00:00,4,0,0,2,15.58,19.695,82,0,14,108,122
10813 | 2012-12-16 21:00:00,4,0,0,2,14.76,18.94,93,0,14,92,106
10814 | 2012-12-16 22:00:00,4,0,0,2,16.4,20.455,82,12.998,6,83,89
10815 | 2012-12-16 23:00:00,4,0,0,2,14.76,17.425,93,8.9981,4,29,33
10816 | 2012-12-17 00:00:00,4,0,1,2,15.58,19.695,87,0,2,26,28
10817 | 2012-12-17 01:00:00,4,0,1,2,15.58,19.695,87,7.0015,1,14,15
10818 | 2012-12-17 02:00:00,4,0,1,2,15.58,19.695,94,0,1,4,5
10819 | 2012-12-17 03:00:00,4,0,1,2,14.76,18.94,93,0,0,3,3
10820 | 2012-12-17 04:00:00,4,0,1,3,14.76,18.94,100,0,2,3,5
10821 | 2012-12-17 05:00:00,4,0,1,2,15.58,19.695,87,0,0,24,24
10822 | 2012-12-17 06:00:00,4,0,1,2,14.76,17.425,93,8.9981,1,107,108
10823 | 2012-12-17 07:00:00,4,0,1,2,14.76,17.425,93,8.9981,5,314,319
10824 | 2012-12-17 08:00:00,4,0,1,2,15.58,19.695,87,7.0015,10,582,592
10825 | 2012-12-17 09:00:00,4,0,1,2,16.4,20.455,87,0,11,271,282
10826 | 2012-12-17 10:00:00,4,0,1,2,15.58,19.695,87,6.0032,15,120,135
10827 | 2012-12-17 11:00:00,4,0,1,2,16.4,20.455,87,6.0032,22,148,170
10828 | 2012-12-17 12:00:00,4,0,1,2,16.4,20.455,87,0,21,211,232
10829 | 2012-12-17 13:00:00,4,0,1,2,16.4,20.455,87,8.9981,16,194,210
10830 | 2012-12-17 14:00:00,4,0,1,2,16.4,20.455,87,6.0032,12,169,181
10831 | 2012-12-17 15:00:00,4,0,1,2,17.22,21.21,88,0,15,196,211
10832 | 2012-12-17 16:00:00,4,0,1,3,16.4,20.455,94,16.9979,15,287,302
10833 | 2012-12-17 17:00:00,4,0,1,2,16.4,20.455,94,16.9979,17,478,495
10834 | 2012-12-17 18:00:00,4,0,1,2,16.4,20.455,94,6.0032,14,493,507
10835 | 2012-12-17 19:00:00,4,0,1,2,17.22,21.21,88,8.9981,7,333,340
10836 | 2012-12-17 20:00:00,4,0,1,2,17.22,21.21,94,16.9979,8,192,200
10837 | 2012-12-17 21:00:00,4,0,1,2,17.22,21.21,94,8.9981,6,114,120
10838 | 2012-12-17 22:00:00,4,0,1,2,17.22,21.21,94,8.9981,5,49,54
10839 | 2012-12-17 23:00:00,4,0,1,3,17.22,21.21,94,15.0013,6,41,47
10840 | 2012-12-18 00:00:00,4,0,1,2,18.04,21.97,94,8.9981,0,18,18
10841 | 2012-12-18 01:00:00,4,0,1,2,18.04,21.97,94,8.9981,0,15,15
10842 | 2012-12-18 02:00:00,4,0,1,2,18.04,21.97,88,15.0013,2,5,7
10843 | 2012-12-18 03:00:00,4,0,1,1,17.22,21.21,88,12.998,0,5,5
10844 | 2012-12-18 04:00:00,4,0,1,1,17.22,21.21,82,11.0014,3,5,8
10845 | 2012-12-18 05:00:00,4,0,1,1,15.58,19.695,87,6.0032,0,36,36
10846 | 2012-12-18 06:00:00,4,0,1,1,14.76,17.425,93,11.0014,1,117,118
10847 | 2012-12-18 07:00:00,4,0,1,1,14.76,17.425,93,8.9981,4,351,355
10848 | 2012-12-18 08:00:00,4,0,1,1,15.58,19.695,94,0,10,652,662
10849 | 2012-12-18 09:00:00,4,0,1,1,16.4,20.455,87,6.0032,19,307,326
10850 | 2012-12-18 10:00:00,4,0,1,1,18.04,21.97,77,6.0032,22,162,184
10851 | 2012-12-18 11:00:00,4,0,1,1,19.68,23.485,63,15.0013,58,211,269
10852 | 2012-12-18 12:00:00,4,0,1,3,19.68,23.485,48,16.9979,49,264,313
10853 | 2012-12-18 13:00:00,4,0,1,1,20.5,24.24,42,19.0012,51,235,286
10854 | 2012-12-18 14:00:00,4,0,1,1,18.86,22.725,47,30.0026,56,191,247
10855 | 2012-12-18 15:00:00,4,0,1,1,18.86,22.725,44,32.9975,28,218,246
10856 | 2012-12-18 16:00:00,4,0,1,1,18.04,21.97,41,31.0009,40,323,363
10857 | 2012-12-18 17:00:00,4,0,1,1,16.4,20.455,47,30.0026,39,533,572
10858 | 2012-12-18 18:00:00,4,0,1,1,15.58,19.695,46,22.0028,13,512,525
10859 | 2012-12-18 19:00:00,4,0,1,1,15.58,19.695,46,26.0027,19,334,353
10860 | 2012-12-18 20:00:00,4,0,1,1,14.76,16.665,50,16.9979,4,264,268
10861 | 2012-12-18 21:00:00,4,0,1,1,14.76,17.425,50,15.0013,9,159,168
10862 | 2012-12-18 22:00:00,4,0,1,1,13.94,16.665,49,0,5,127,132
10863 | 2012-12-18 23:00:00,4,0,1,1,13.94,17.425,49,6.0032,1,80,81
10864 | 2012-12-19 00:00:00,4,0,1,1,12.3,15.91,61,0,6,35,41
10865 | 2012-12-19 01:00:00,4,0,1,1,12.3,15.91,65,6.0032,1,14,15
10866 | 2012-12-19 02:00:00,4,0,1,1,11.48,15.15,65,6.0032,1,2,3
10867 | 2012-12-19 03:00:00,4,0,1,1,10.66,13.635,75,8.9981,0,5,5
10868 | 2012-12-19 04:00:00,4,0,1,1,9.84,12.12,75,8.9981,1,6,7
10869 | 2012-12-19 05:00:00,4,0,1,1,10.66,14.395,75,6.0032,2,29,31
10870 | 2012-12-19 06:00:00,4,0,1,1,9.84,12.88,75,6.0032,3,109,112
10871 | 2012-12-19 07:00:00,4,0,1,1,10.66,13.635,75,8.9981,3,360,363
10872 | 2012-12-19 08:00:00,4,0,1,1,9.84,12.88,87,7.0015,13,665,678
10873 | 2012-12-19 09:00:00,4,0,1,1,11.48,14.395,75,7.0015,8,309,317
10874 | 2012-12-19 10:00:00,4,0,1,1,13.12,16.665,70,7.0015,17,147,164
10875 | 2012-12-19 11:00:00,4,0,1,1,16.4,20.455,54,15.0013,31,169,200
10876 | 2012-12-19 12:00:00,4,0,1,1,16.4,20.455,54,19.0012,33,203,236
10877 | 2012-12-19 13:00:00,4,0,1,1,17.22,21.21,50,12.998,30,183,213
10878 | 2012-12-19 14:00:00,4,0,1,1,17.22,21.21,50,12.998,33,185,218
10879 | 2012-12-19 15:00:00,4,0,1,1,17.22,21.21,50,19.0012,28,209,237
10880 | 2012-12-19 16:00:00,4,0,1,1,17.22,21.21,50,23.9994,37,297,334
10881 | 2012-12-19 17:00:00,4,0,1,1,16.4,20.455,50,26.0027,26,536,562
10882 | 2012-12-19 18:00:00,4,0,1,1,15.58,19.695,50,23.9994,23,546,569
10883 | 2012-12-19 19:00:00,4,0,1,1,15.58,19.695,50,26.0027,7,329,336
10884 | 2012-12-19 20:00:00,4,0,1,1,14.76,17.425,57,15.0013,10,231,241
10885 | 2012-12-19 21:00:00,4,0,1,1,13.94,15.91,61,15.0013,4,164,168
10886 | 2012-12-19 22:00:00,4,0,1,1,13.94,17.425,61,6.0032,12,117,129
10887 | 2012-12-19 23:00:00,4,0,1,1,13.12,16.665,66,8.9981,4,84,88
10888 | 


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