├── Lecture 1.pdf
├── Lecture 2 slides.pdf
├── Lecture 3.ipynb
├── Lecture_2.ipynb
├── Lecture_4.ipynb
├── Lecture_5.ipynb
├── Lecture_6.ipynb
├── Lecture_7.ipynb
├── Lecture_8.ipynb
├── README.md
├── audi.csv
├── bmw.csv
├── co2.csv
├── earthquakes.csv
├── ford.csv
├── hyundai.csv
├── skoda.csv
├── telecom_data.csv
├── toyota.csv
└── vw.csv


/Lecture 1.pdf:
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https://raw.githubusercontent.com/SKawsar/Data_Visualization_with_Python/5d6b60ba3a44ab33596411583d50c03d24069f78/Lecture 1.pdf


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/Lecture 2 slides.pdf:
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https://raw.githubusercontent.com/SKawsar/Data_Visualization_with_Python/5d6b60ba3a44ab33596411583d50c03d24069f78/Lecture 2 slides.pdf


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/Lecture_2.ipynb:
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  1 | {
  2 |  "cells": [
  3 |   {
  4 |    "cell_type": "markdown",
  5 |    "metadata": {},
  6 |    "source": [
  7 |     "# Lecture 02: Data Visualization: Pie Chart, Bar plot\n",
  8 |     "\n",
  9 |     "Instructor:\n",
 10 |     "<br>Md Shahidullah Kawsar\n",
 11 |     "<br>Data Scientist\n",
 12 |     "<br>IDARE, Houston, TX, USA\n",
 13 |     "\n",
 14 |     "#### Objectives:\n",
 15 |     "- Familiarity with Anaconda, jupyter notebook, and Github\n",
 16 |     "- Familiarity with matplotlib and seaborn\n",
 17 |     "- Data Analysis using NumPy and Pandas\n",
 18 |     "- Data Visualization: Pie Chart, Bar plot\n",
 19 |     "\n",
 20 |     "#### References:\n",
 21 |     "- Python Version 3.7 (preferred) or higher: https://www.python.org/downloads/%7B%7B6%7D%7D\n",
 22 |     "- Download Anaconda installer: https://www.anaconda.com/products/individual\n",
 23 |     "- How to Install Anaconda (Python) on Windows 10: https://www.youtube.com/watch?v=syijLJ3oQzU\n",
 24 |     "- Easily Install Anaconda Python on MacOS: https://www.youtube.com/watch?v=V6ZAv7hBH6Y&ab_channel=JustUnderstandingDataJustUnderstandingData\n",
 25 |     "- Lecture 7 and 8 of Module 1 Python Fundamentals: https://www.youtube.com/playlist?list=PLGjf1T0akmhPUjOVx-MD54Z4zYCkyAZdB"
 26 |    ]
 27 |   },
 28 |   {
 29 |    "cell_type": "code",
 30 |    "execution_count": 29,
 31 |    "metadata": {},
 32 |    "outputs": [],
 33 |    "source": [
 34 |     "# pip install numpy\n",
 35 |     "\n",
 36 |     "####################\n",
 37 |     "# pip install pandas \n",
 38 |     "\n",
 39 |     "# pip install matplotlib\n",
 40 |     "\n",
 41 |     "####################\n",
 42 |     "# pip install seaborn"
 43 |    ]
 44 |   },
 45 |   {
 46 |    "cell_type": "code",
 47 |    "execution_count": 30,
 48 |    "metadata": {},
 49 |    "outputs": [],
 50 |    "source": [
 51 |     "import pandas as pd\n",
 52 |     "import numpy as np\n",
 53 |     "import matplotlib.pyplot as plt\n",
 54 |     "import seaborn as sns"
 55 |    ]
 56 |   },
 57 |   {
 58 |    "cell_type": "code",
 59 |    "execution_count": 31,
 60 |    "metadata": {},
 61 |    "outputs": [
 62 |     {
 63 |      "data": {
 64 |       "text/html": [
 65 |        "<div>\n",
 66 |        "<style scoped>\n",
 67 |        "    .dataframe tbody tr th:only-of-type {\n",
 68 |        "        vertical-align: middle;\n",
 69 |        "    }\n",
 70 |        "\n",
 71 |        "    .dataframe tbody tr th {\n",
 72 |        "        vertical-align: top;\n",
 73 |        "    }\n",
 74 |        "\n",
 75 |        "    .dataframe thead th {\n",
 76 |        "        text-align: right;\n",
 77 |        "    }\n",
 78 |        "</style>\n",
 79 |        "<table border=\"1\" class=\"dataframe\">\n",
 80 |        "  <thead>\n",
 81 |        "    <tr style=\"text-align: right;\">\n",
 82 |        "      <th></th>\n",
 83 |        "      <th>model</th>\n",
 84 |        "      <th>year</th>\n",
 85 |        "      <th>price</th>\n",
 86 |        "      <th>transmission</th>\n",
 87 |        "      <th>mileage</th>\n",
 88 |        "      <th>fuelType</th>\n",
 89 |        "      <th>mpg</th>\n",
 90 |        "      <th>engineSize</th>\n",
 91 |        "    </tr>\n",
 92 |        "  </thead>\n",
 93 |        "  <tbody>\n",
 94 |        "    <tr>\n",
 95 |        "      <th>0</th>\n",
 96 |        "      <td>5 Series</td>\n",
 97 |        "      <td>2014</td>\n",
 98 |        "      <td>11200</td>\n",
 99 |        "      <td>Automatic</td>\n",
100 |        "      <td>67068</td>\n",
101 |        "      <td>Diesel</td>\n",
102 |        "      <td>57.6</td>\n",
103 |        "      <td>2.0</td>\n",
104 |        "    </tr>\n",
105 |        "    <tr>\n",
106 |        "      <th>1</th>\n",
107 |        "      <td>6 Series</td>\n",
108 |        "      <td>2018</td>\n",
109 |        "      <td>27000</td>\n",
110 |        "      <td>Automatic</td>\n",
111 |        "      <td>14827</td>\n",
112 |        "      <td>Petrol</td>\n",
113 |        "      <td>42.8</td>\n",
114 |        "      <td>2.0</td>\n",
115 |        "    </tr>\n",
116 |        "    <tr>\n",
117 |        "      <th>2</th>\n",
118 |        "      <td>5 Series</td>\n",
119 |        "      <td>2016</td>\n",
120 |        "      <td>16000</td>\n",
121 |        "      <td>Automatic</td>\n",
122 |        "      <td>62794</td>\n",
123 |        "      <td>Diesel</td>\n",
124 |        "      <td>51.4</td>\n",
125 |        "      <td>3.0</td>\n",
126 |        "    </tr>\n",
127 |        "    <tr>\n",
128 |        "      <th>3</th>\n",
129 |        "      <td>1 Series</td>\n",
130 |        "      <td>2017</td>\n",
131 |        "      <td>12750</td>\n",
132 |        "      <td>Automatic</td>\n",
133 |        "      <td>26676</td>\n",
134 |        "      <td>Diesel</td>\n",
135 |        "      <td>72.4</td>\n",
136 |        "      <td>1.5</td>\n",
137 |        "    </tr>\n",
138 |        "    <tr>\n",
139 |        "      <th>4</th>\n",
140 |        "      <td>7 Series</td>\n",
141 |        "      <td>2014</td>\n",
142 |        "      <td>14500</td>\n",
143 |        "      <td>Automatic</td>\n",
144 |        "      <td>39554</td>\n",
145 |        "      <td>Diesel</td>\n",
146 |        "      <td>50.4</td>\n",
147 |        "      <td>3.0</td>\n",
148 |        "    </tr>\n",
149 |        "  </tbody>\n",
150 |        "</table>\n",
151 |        "</div>"
152 |       ],
153 |       "text/plain": [
154 |        "       model  year  price transmission  mileage fuelType   mpg  engineSize\n",
155 |        "0   5 Series  2014  11200    Automatic    67068   Diesel  57.6         2.0\n",
156 |        "1   6 Series  2018  27000    Automatic    14827   Petrol  42.8         2.0\n",
157 |        "2   5 Series  2016  16000    Automatic    62794   Diesel  51.4         3.0\n",
158 |        "3   1 Series  2017  12750    Automatic    26676   Diesel  72.4         1.5\n",
159 |        "4   7 Series  2014  14500    Automatic    39554   Diesel  50.4         3.0"
160 |       ]
161 |      },
162 |      "metadata": {},
163 |      "output_type": "display_data"
164 |     },
165 |     {
166 |      "data": {
167 |       "text/html": [
168 |        "<div>\n",
169 |        "<style scoped>\n",
170 |        "    .dataframe tbody tr th:only-of-type {\n",
171 |        "        vertical-align: middle;\n",
172 |        "    }\n",
173 |        "\n",
174 |        "    .dataframe tbody tr th {\n",
175 |        "        vertical-align: top;\n",
176 |        "    }\n",
177 |        "\n",
178 |        "    .dataframe thead th {\n",
179 |        "        text-align: right;\n",
180 |        "    }\n",
181 |        "</style>\n",
182 |        "<table border=\"1\" class=\"dataframe\">\n",
183 |        "  <thead>\n",
184 |        "    <tr style=\"text-align: right;\">\n",
185 |        "      <th></th>\n",
186 |        "      <th>model</th>\n",
187 |        "      <th>year</th>\n",
188 |        "      <th>price</th>\n",
189 |        "      <th>transmission</th>\n",
190 |        "      <th>mileage</th>\n",
191 |        "      <th>fuelType</th>\n",
192 |        "      <th>mpg</th>\n",
193 |        "      <th>engineSize</th>\n",
194 |        "    </tr>\n",
195 |        "  </thead>\n",
196 |        "  <tbody>\n",
197 |        "    <tr>\n",
198 |        "      <th>10776</th>\n",
199 |        "      <td>X3</td>\n",
200 |        "      <td>2016</td>\n",
201 |        "      <td>19000</td>\n",
202 |        "      <td>Automatic</td>\n",
203 |        "      <td>40818</td>\n",
204 |        "      <td>Diesel</td>\n",
205 |        "      <td>54.3</td>\n",
206 |        "      <td>2.0</td>\n",
207 |        "    </tr>\n",
208 |        "    <tr>\n",
209 |        "      <th>10777</th>\n",
210 |        "      <td>5 Series</td>\n",
211 |        "      <td>2016</td>\n",
212 |        "      <td>14600</td>\n",
213 |        "      <td>Automatic</td>\n",
214 |        "      <td>42947</td>\n",
215 |        "      <td>Diesel</td>\n",
216 |        "      <td>60.1</td>\n",
217 |        "      <td>2.0</td>\n",
218 |        "    </tr>\n",
219 |        "    <tr>\n",
220 |        "      <th>10778</th>\n",
221 |        "      <td>3 Series</td>\n",
222 |        "      <td>2017</td>\n",
223 |        "      <td>13100</td>\n",
224 |        "      <td>Manual</td>\n",
225 |        "      <td>25468</td>\n",
226 |        "      <td>Petrol</td>\n",
227 |        "      <td>42.8</td>\n",
228 |        "      <td>2.0</td>\n",
229 |        "    </tr>\n",
230 |        "    <tr>\n",
231 |        "      <th>10779</th>\n",
232 |        "      <td>1 Series</td>\n",
233 |        "      <td>2014</td>\n",
234 |        "      <td>9930</td>\n",
235 |        "      <td>Automatic</td>\n",
236 |        "      <td>45000</td>\n",
237 |        "      <td>Diesel</td>\n",
238 |        "      <td>64.2</td>\n",
239 |        "      <td>2.0</td>\n",
240 |        "    </tr>\n",
241 |        "    <tr>\n",
242 |        "      <th>10780</th>\n",
243 |        "      <td>X1</td>\n",
244 |        "      <td>2017</td>\n",
245 |        "      <td>15981</td>\n",
246 |        "      <td>Automatic</td>\n",
247 |        "      <td>59432</td>\n",
248 |        "      <td>Diesel</td>\n",
249 |        "      <td>57.6</td>\n",
250 |        "      <td>2.0</td>\n",
251 |        "    </tr>\n",
252 |        "  </tbody>\n",
253 |        "</table>\n",
254 |        "</div>"
255 |       ],
256 |       "text/plain": [
257 |        "           model  year  price transmission  mileage fuelType   mpg  engineSize\n",
258 |        "10776         X3  2016  19000    Automatic    40818   Diesel  54.3         2.0\n",
259 |        "10777   5 Series  2016  14600    Automatic    42947   Diesel  60.1         2.0\n",
260 |        "10778   3 Series  2017  13100       Manual    25468   Petrol  42.8         2.0\n",
261 |        "10779   1 Series  2014   9930    Automatic    45000   Diesel  64.2         2.0\n",
262 |        "10780         X1  2017  15981    Automatic    59432   Diesel  57.6         2.0"
263 |       ]
264 |      },
265 |      "metadata": {},
266 |      "output_type": "display_data"
267 |     }
268 |    ],
269 |    "source": [
270 |     "# dataset source: https://www.kaggle.com/aishwaryamuthukumar/cars-dataset-audi-bmw-ford-hyundai-skoda-vw\n",
271 |     "# read the bmw.csv file \n",
272 |     "df = pd.read_csv(\"bmw.csv\")\n",
273 |     "\n",
274 |     "# check the first 5 rows\n",
275 |     "display(df.head())\n",
276 |     "\n",
277 |     "# check the last 5 rows\n",
278 |     "display(df.tail())"
279 |    ]
280 |   },
281 |   {
282 |    "cell_type": "code",
283 |    "execution_count": 32,
284 |    "metadata": {},
285 |    "outputs": [
286 |     {
287 |      "data": {
288 |       "text/plain": [
289 |        "(10781, 8)"
290 |       ]
291 |      },
292 |      "execution_count": 32,
293 |      "metadata": {},
294 |      "output_type": "execute_result"
295 |     }
296 |    ],
297 |    "source": [
298 |     "# find the number of rows and columns present in the dataframe\n",
299 |     "df.shape"
300 |    ]
301 |   },
302 |   {
303 |    "cell_type": "code",
304 |    "execution_count": 33,
305 |    "metadata": {},
306 |    "outputs": [
307 |     {
308 |      "name": "stdout",
309 |      "output_type": "stream",
310 |      "text": [
311 |       "<class 'pandas.core.frame.DataFrame'>\n",
312 |       "RangeIndex: 10781 entries, 0 to 10780\n",
313 |       "Data columns (total 8 columns):\n",
314 |       " #   Column        Non-Null Count  Dtype  \n",
315 |       "---  ------        --------------  -----  \n",
316 |       " 0   model         10781 non-null  object \n",
317 |       " 1   year          10781 non-null  int64  \n",
318 |       " 2   price         10781 non-null  int64  \n",
319 |       " 3   transmission  10781 non-null  object \n",
320 |       " 4   mileage       10781 non-null  int64  \n",
321 |       " 5   fuelType      10781 non-null  object \n",
322 |       " 6   mpg           10781 non-null  float64\n",
323 |       " 7   engineSize    10781 non-null  float64\n",
324 |       "dtypes: float64(2), int64(3), object(3)\n",
325 |       "memory usage: 673.9+ KB\n"
326 |      ]
327 |     }
328 |    ],
329 |    "source": [
330 |     "# check the data types and missing values\n",
331 |     "df.info()"
332 |    ]
333 |   },
334 |   {
335 |    "cell_type": "code",
336 |    "execution_count": 34,
337 |    "metadata": {},
338 |    "outputs": [
339 |     {
340 |      "data": {
341 |       "text/plain": [
342 |        " 3 Series    2443\n",
343 |        " 1 Series    1969\n",
344 |        " 2 Series    1229\n",
345 |        " 5 Series    1056\n",
346 |        " 4 Series     995\n",
347 |        " X1           804\n",
348 |        " X3           551\n",
349 |        " X5           468\n",
350 |        " X2           288\n",
351 |        " X4           179\n",
352 |        " M4           125\n",
353 |        " 6 Series     108\n",
354 |        " Z4           108\n",
355 |        " X6           106\n",
356 |        " 7 Series     106\n",
357 |        " X7            55\n",
358 |        " i3            43\n",
359 |        " 8 Series      39\n",
360 |        " M5            29\n",
361 |        " M3            27\n",
362 |        " M2            21\n",
363 |        " i8            17\n",
364 |        " M6             8\n",
365 |        " Z3             7\n",
366 |        "Name: model, dtype: int64"
367 |       ]
368 |      },
369 |      "execution_count": 34,
370 |      "metadata": {},
371 |      "output_type": "execute_result"
372 |     }
373 |    ],
374 |    "source": [
375 |     "# number of unique values and their count in the 'model' column\n",
376 |     "df['model'].value_counts()"
377 |    ]
378 |   },
379 |   {
380 |    "cell_type": "code",
381 |    "execution_count": 35,
382 |    "metadata": {},
383 |    "outputs": [
384 |     {
385 |      "data": {
386 |       "text/plain": [
387 |        "2019    3485\n",
388 |        "2016    1882\n",
389 |        "2017    1721\n",
390 |        "2015     922\n",
391 |        "2018     848\n",
392 |        "2020     733\n",
393 |        "2014     501\n",
394 |        "2013     357\n",
395 |        "2012     119\n",
396 |        "2011      51\n",
397 |        "2010      41\n",
398 |        "2009      30\n",
399 |        "2008      23\n",
400 |        "2007      16\n",
401 |        "2006      14\n",
402 |        "2004      12\n",
403 |        "2005       6\n",
404 |        "2002       6\n",
405 |        "1999       4\n",
406 |        "2001       3\n",
407 |        "2000       2\n",
408 |        "2003       2\n",
409 |        "1997       1\n",
410 |        "1998       1\n",
411 |        "1996       1\n",
412 |        "Name: year, dtype: int64"
413 |       ]
414 |      },
415 |      "execution_count": 35,
416 |      "metadata": {},
417 |      "output_type": "execute_result"
418 |     }
419 |    ],
420 |    "source": [
421 |     "# number of unique values and their count in the 'year' column\n",
422 |     "df['year'].value_counts()"
423 |    ]
424 |   },
425 |   {
426 |    "cell_type": "code",
427 |    "execution_count": 36,
428 |    "metadata": {},
429 |    "outputs": [
430 |     {
431 |      "data": {
432 |       "text/plain": [
433 |        "Semi-Auto    4666\n",
434 |        "Automatic    3588\n",
435 |        "Manual       2527\n",
436 |        "Name: transmission, dtype: int64"
437 |       ]
438 |      },
439 |      "execution_count": 36,
440 |      "metadata": {},
441 |      "output_type": "execute_result"
442 |     }
443 |    ],
444 |    "source": [
445 |     "# number of unique values and their count in the 'transmission' column\n",
446 |     "df['transmission'].value_counts()"
447 |    ]
448 |   },
449 |   {
450 |    "cell_type": "code",
451 |    "execution_count": 37,
452 |    "metadata": {},
453 |    "outputs": [
454 |     {
455 |      "data": {
456 |       "text/plain": [
457 |        "Diesel      7027\n",
458 |        "Petrol      3417\n",
459 |        "Hybrid       298\n",
460 |        "Other         36\n",
461 |        "Electric       3\n",
462 |        "Name: fuelType, dtype: int64"
463 |       ]
464 |      },
465 |      "execution_count": 37,
466 |      "metadata": {},
467 |      "output_type": "execute_result"
468 |     }
469 |    ],
470 |    "source": [
471 |     "# number of unique values and their count in the 'fuelType' column\n",
472 |     "df['fuelType'].value_counts()"
473 |    ]
474 |   },
475 |   {
476 |    "cell_type": "markdown",
477 |    "metadata": {},
478 |    "source": [
479 |     "#### Pie chart"
480 |    ]
481 |   },
482 |   {
483 |    "cell_type": "code",
484 |    "execution_count": 38,
485 |    "metadata": {},
486 |    "outputs": [
487 |     {
488 |      "data": {
489 |       "image/png": 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\n",
490 |       "text/plain": [
491 |        "<Figure size 432x288 with 1 Axes>"
492 |       ]
493 |      },
494 |      "metadata": {},
495 |      "output_type": "display_data"
496 |     }
497 |    ],
498 |    "source": [
499 |     "df['transmission'].value_counts().plot(kind='pie', autopct='%1.1f%%', startangle=180)\n",
500 |     "\n",
501 |     "plt.xlabel(\"transmission systems in BMW used cars\")\n",
502 |     "plt.ylabel(\"\")\n",
503 |     "plt.show()"
504 |    ]
505 |   },
506 |   {
507 |    "cell_type": "code",
508 |    "execution_count": 39,
509 |    "metadata": {},
510 |    "outputs": [
511 |     {
512 |      "data": {
513 |       "image/png": 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\n",
514 |       "text/plain": [
515 |        "<Figure size 432x288 with 1 Axes>"
516 |       ]
517 |      },
518 |      "metadata": {},
519 |      "output_type": "display_data"
520 |     }
521 |    ],
522 |    "source": [
523 |     "df['fuelType'].value_counts().plot(kind='pie', autopct='%1.1f%%', startangle=90)\n",
524 |     "\n",
525 |     "plt.xlabel(\"fuelType in BMW used cars\")\n",
526 |     "plt.ylabel(\"\")\n",
527 |     "plt.show()"
528 |    ]
529 |   },
530 |   {
531 |    "cell_type": "markdown",
532 |    "metadata": {},
533 |    "source": [
534 |     "#### Bar plot"
535 |    ]
536 |   },
537 |   {
538 |    "cell_type": "code",
539 |    "execution_count": 40,
540 |    "metadata": {},
541 |    "outputs": [
542 |     {
543 |      "data": {
544 |       "image/png": 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\n",
545 |       "text/plain": [
546 |        "<Figure size 432x288 with 1 Axes>"
547 |       ]
548 |      },
549 |      "metadata": {
550 |       "needs_background": "light"
551 |      },
552 |      "output_type": "display_data"
553 |     }
554 |    ],
555 |    "source": [
556 |     "df['fuelType'].value_counts().plot(kind='bar')\n",
557 |     "\n",
558 |     "plt.xlabel(\"fuelType in BMW used cars\")\n",
559 |     "plt.ylabel(\"\")\n",
560 |     "plt.show()"
561 |    ]
562 |   },
563 |   {
564 |    "cell_type": "code",
565 |    "execution_count": null,
566 |    "metadata": {},
567 |    "outputs": [],
568 |    "source": []
569 |   }
570 |  ],
571 |  "metadata": {
572 |   "kernelspec": {
573 |    "display_name": "Python 3",
574 |    "language": "python",
575 |    "name": "python3"
576 |   },
577 |   "language_info": {
578 |    "codemirror_mode": {
579 |     "name": "ipython",
580 |     "version": 3
581 |    },
582 |    "file_extension": ".py",
583 |    "mimetype": "text/x-python",
584 |    "name": "python",
585 |    "nbconvert_exporter": "python",
586 |    "pygments_lexer": "ipython3",
587 |    "version": "3.8.5"
588 |   }
589 |  },
590 |  "nbformat": 4,
591 |  "nbformat_minor": 4
592 | }
593 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # Data_Visualization_with_Python
 2 | 
 3 | Lecture 1: 
 4 | - What is Machine Learning, Supervised Learning, Unsupervised Learning, Deep Learning?
 5 | - What is Classification, Regression, Clustering, Anomaly Detection?
 6 | 
 7 | Lecture 2: 
 8 | - Example of Bad data visualization
 9 | - Data visualization in Python: Pie Chart, Bar plot
10 | 
11 | Lecture 3:
12 | - Familiarity with matplotlib and seaborn
13 | - Data Analysis using NumPy and Pandas
14 | - How to find the number of unique values present in the DataFrame?
15 | - How to rename a column name is pandas DataFrame?
16 | - How to round the numeric values in a pandas column?
17 | - How to change the index of a DataFrame?
18 | - How to write functions in Python?
19 | - Data Visualization: Bar plot
20 | - How to change the context of a plot?
21 | - How to create subplots?
22 | - How to set a title, xlabel and ylabel of a plot?
23 | - How to change the range of x and y axis?
24 | - How to rotate the x and y tick labels?
25 | 
26 | Lecture 4:
27 | - How to create a new DataFrame?
28 | - How to create new column in a DataFrame?
29 | - What is slope?
30 | - What's the equation of a straight line?
31 | - Line plot
32 | - How to draw multiple line charts in the same figure?
33 | - How to change the color, linestyle and marker of a figure?
34 | - How to modify the legend of a figure?
35 | 
36 | 
37 | Lecture 5:
38 | - Scatter plot
39 | - Regression line
40 | - Pair plot
41 | 
42 | Lecture 6:
43 | - Histogram
44 | - Distribution
45 | - ecdf (empirical cumulative distribution function)
46 | 
47 | Lecture 7:
48 | - Boxplot
49 | - Violinplot
50 | 
51 | Lecture 8:
52 | - Time-series plot
53 | - Plotly visualization example using AutoVizWidget
54 | 


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/co2.csv:
--------------------------------------------------------------------------------
  1 | date,CO2_ppm
  2 | 1958-03-01,315.71
  3 | 1958-04-01,317.45
  4 | 1958-05-01,317.5
  5 | 1958-06-01,317.1
  6 | 1958-07-01,315.86
  7 | 1958-08-01,314.93
  8 | 1958-09-01,313.2
  9 | 1958-10-01,312.66
 10 | 1958-11-01,313.33
 11 | 1958-12-01,314.67
 12 | 1959-01-01,315.62
 13 | 1959-02-01,316.38
 14 | 1959-03-01,316.71
 15 | 1959-04-01,317.72
 16 | 1959-05-01,318.29
 17 | 1959-06-01,318.15
 18 | 1959-07-01,316.54
 19 | 1959-08-01,314.8
 20 | 1959-09-01,313.84
 21 | 1959-10-01,313.26
 22 | 1959-11-01,314.8
 23 | 1959-12-01,315.58
 24 | 1960-01-01,316.43
 25 | 1960-02-01,316.97
 26 | 1960-03-01,317.58
 27 | 1960-04-01,319.02
 28 | 1960-05-01,320.03
 29 | 1960-06-01,319.59
 30 | 1960-07-01,318.18
 31 | 1960-08-01,315.91
 32 | 1960-09-01,314.16
 33 | 1960-10-01,313.83
 34 | 1960-11-01,315.0
 35 | 1960-12-01,316.19
 36 | 1961-01-01,316.93
 37 | 1961-02-01,317.7
 38 | 1961-03-01,318.54
 39 | 1961-04-01,319.48
 40 | 1961-05-01,320.58
 41 | 1961-06-01,319.77
 42 | 1961-07-01,318.57
 43 | 1961-08-01,316.79
 44 | 1961-09-01,314.8
 45 | 1961-10-01,315.38
 46 | 1961-11-01,316.1
 47 | 1961-12-01,317.01
 48 | 1962-01-01,317.94
 49 | 1962-02-01,318.56
 50 | 1962-03-01,319.68
 51 | 1962-04-01,320.63
 52 | 1962-05-01,321.01
 53 | 1962-06-01,320.55
 54 | 1962-07-01,319.58
 55 | 1962-08-01,317.4
 56 | 1962-09-01,316.26
 57 | 1962-10-01,315.42
 58 | 1962-11-01,316.69
 59 | 1962-12-01,317.69
 60 | 1963-01-01,318.74
 61 | 1963-02-01,319.08
 62 | 1963-03-01,319.86
 63 | 1963-04-01,321.39
 64 | 1963-05-01,322.25
 65 | 1963-06-01,321.47
 66 | 1963-07-01,319.74
 67 | 1963-08-01,317.77
 68 | 1963-09-01,316.21
 69 | 1963-10-01,315.99
 70 | 1963-11-01,317.12
 71 | 1963-12-01,318.31
 72 | 1964-01-01,319.57
 73 | 1964-02-01,320.07
 74 | 1964-03-01,320.73
 75 | 1964-04-01,321.77
 76 | 1964-05-01,322.25
 77 | 1964-06-01,321.89
 78 | 1964-07-01,320.44
 79 | 1964-08-01,318.7
 80 | 1964-09-01,316.7
 81 | 1964-10-01,316.79
 82 | 1964-11-01,317.79
 83 | 1964-12-01,318.71
 84 | 1965-01-01,319.44
 85 | 1965-02-01,320.44
 86 | 1965-03-01,320.89
 87 | 1965-04-01,322.13
 88 | 1965-05-01,322.16
 89 | 1965-06-01,321.87
 90 | 1965-07-01,321.39
 91 | 1965-08-01,318.81
 92 | 1965-09-01,317.81
 93 | 1965-10-01,317.3
 94 | 1965-11-01,318.87
 95 | 1965-12-01,319.42
 96 | 1966-01-01,320.62
 97 | 1966-02-01,321.59
 98 | 1966-03-01,322.39
 99 | 1966-04-01,323.87
100 | 1966-05-01,324.01
101 | 1966-06-01,323.75
102 | 1966-07-01,322.39
103 | 1966-08-01,320.37
104 | 1966-09-01,318.64
105 | 1966-10-01,318.1
106 | 1966-11-01,319.79
107 | 1966-12-01,321.08
108 | 1967-01-01,322.07
109 | 1967-02-01,322.5
110 | 1967-03-01,323.04
111 | 1967-04-01,324.42
112 | 1967-05-01,325.0
113 | 1967-06-01,324.09
114 | 1967-07-01,322.55
115 | 1967-08-01,320.92
116 | 1967-09-01,319.31
117 | 1967-10-01,319.31
118 | 1967-11-01,320.72
119 | 1967-12-01,321.96
120 | 1968-01-01,322.57
121 | 1968-02-01,323.15
122 | 1968-03-01,323.89
123 | 1968-04-01,325.02
124 | 1968-05-01,325.57
125 | 1968-06-01,325.36
126 | 1968-07-01,324.14
127 | 1968-08-01,322.03
128 | 1968-09-01,320.41
129 | 1968-10-01,320.25
130 | 1968-11-01,321.31
131 | 1968-12-01,322.84
132 | 1969-01-01,324.0
133 | 1969-02-01,324.42
134 | 1969-03-01,325.64
135 | 1969-04-01,326.66
136 | 1969-05-01,327.34
137 | 1969-06-01,326.76
138 | 1969-07-01,325.88
139 | 1969-08-01,323.67
140 | 1969-09-01,322.38
141 | 1969-10-01,321.78
142 | 1969-11-01,322.85
143 | 1969-12-01,324.11
144 | 1970-01-01,325.03
145 | 1970-02-01,325.99
146 | 1970-03-01,326.87
147 | 1970-04-01,328.13
148 | 1970-05-01,328.07
149 | 1970-06-01,327.66
150 | 1970-07-01,326.35
151 | 1970-08-01,324.69
152 | 1970-09-01,323.1
153 | 1970-10-01,323.16
154 | 1970-11-01,323.98
155 | 1970-12-01,325.13
156 | 1971-01-01,326.17
157 | 1971-02-01,326.68
158 | 1971-03-01,327.18
159 | 1971-04-01,327.78
160 | 1971-05-01,328.92
161 | 1971-06-01,328.57
162 | 1971-07-01,327.34
163 | 1971-08-01,325.46
164 | 1971-09-01,323.36
165 | 1971-10-01,323.57
166 | 1971-11-01,324.8
167 | 1971-12-01,326.01
168 | 1972-01-01,326.77
169 | 1972-02-01,327.63
170 | 1972-03-01,327.75
171 | 1972-04-01,329.72
172 | 1972-05-01,330.07
173 | 1972-06-01,329.09
174 | 1972-07-01,328.05
175 | 1972-08-01,326.32
176 | 1972-09-01,324.93
177 | 1972-10-01,325.06
178 | 1972-11-01,326.5
179 | 1972-12-01,327.55
180 | 1973-01-01,328.54
181 | 1973-02-01,329.56
182 | 1973-03-01,330.3
183 | 1973-04-01,331.5
184 | 1973-05-01,332.48
185 | 1973-06-01,332.07
186 | 1973-07-01,330.87
187 | 1973-08-01,329.31
188 | 1973-09-01,327.51
189 | 1973-10-01,327.18
190 | 1973-11-01,328.16
191 | 1973-12-01,328.64
192 | 1974-01-01,329.35
193 | 1974-02-01,330.71
194 | 1974-03-01,331.48
195 | 1974-04-01,332.65
196 | 1974-05-01,333.2
197 | 1974-06-01,332.16
198 | 1974-07-01,331.07
199 | 1974-08-01,329.12
200 | 1974-09-01,327.32
201 | 1974-10-01,327.28
202 | 1974-11-01,328.3
203 | 1974-12-01,329.58
204 | 1975-01-01,330.73
205 | 1975-02-01,331.46
206 | 1975-03-01,331.9
207 | 1975-04-01,333.17
208 | 1975-05-01,333.94
209 | 1975-06-01,333.45
210 | 1975-07-01,331.98
211 | 1975-08-01,329.95
212 | 1975-09-01,328.5
213 | 1975-10-01,328.35
214 | 1975-11-01,329.37
215 | 1975-12-01,330.59
216 | 1976-01-01,331.59
217 | 1976-02-01,332.75
218 | 1976-03-01,333.52
219 | 1976-04-01,334.64
220 | 1976-05-01,334.77
221 | 1976-06-01,334.0
222 | 1976-07-01,333.06
223 | 1976-08-01,330.68
224 | 1976-09-01,328.95
225 | 1976-10-01,328.75
226 | 1976-11-01,330.15
227 | 1976-12-01,331.62
228 | 1977-01-01,332.66
229 | 1977-02-01,333.13
230 | 1977-03-01,334.95
231 | 1977-04-01,336.13
232 | 1977-05-01,336.93
233 | 1977-06-01,336.17
234 | 1977-07-01,334.88
235 | 1977-08-01,332.56
236 | 1977-09-01,331.29
237 | 1977-10-01,331.27
238 | 1977-11-01,332.41
239 | 1977-12-01,333.6
240 | 1978-01-01,334.95
241 | 1978-02-01,335.25
242 | 1978-03-01,336.66
243 | 1978-04-01,337.69
244 | 1978-05-01,338.03
245 | 1978-06-01,338.01
246 | 1978-07-01,336.41
247 | 1978-08-01,334.41
248 | 1978-09-01,332.37
249 | 1978-10-01,332.41
250 | 1978-11-01,333.75
251 | 1978-12-01,334.9
252 | 1979-01-01,336.14
253 | 1979-02-01,336.69
254 | 1979-03-01,338.27
255 | 1979-04-01,338.95
256 | 1979-05-01,339.21
257 | 1979-06-01,339.26
258 | 1979-07-01,337.54
259 | 1979-08-01,335.75
260 | 1979-09-01,333.98
261 | 1979-10-01,334.19
262 | 1979-11-01,335.31
263 | 1979-12-01,336.81
264 | 1980-01-01,337.9
265 | 1980-02-01,338.34
266 | 1980-03-01,340.01
267 | 1980-04-01,340.93
268 | 1980-05-01,341.48
269 | 1980-06-01,341.33
270 | 1980-07-01,339.4
271 | 1980-08-01,337.7
272 | 1980-09-01,336.19
273 | 1980-10-01,336.15
274 | 1980-11-01,337.27
275 | 1980-12-01,338.32
276 | 1981-01-01,339.29
277 | 1981-02-01,340.55
278 | 1981-03-01,341.61
279 | 1981-04-01,342.53
280 | 1981-05-01,343.03
281 | 1981-06-01,342.54
282 | 1981-07-01,340.78
283 | 1981-08-01,338.44
284 | 1981-09-01,336.95
285 | 1981-10-01,337.08
286 | 1981-11-01,338.58
287 | 1981-12-01,339.88
288 | 1982-01-01,340.96
289 | 1982-02-01,341.73
290 | 1982-03-01,342.81
291 | 1982-04-01,343.97
292 | 1982-05-01,344.63
293 | 1982-06-01,343.79
294 | 1982-07-01,342.32
295 | 1982-08-01,340.09
296 | 1982-09-01,338.28
297 | 1982-10-01,338.29
298 | 1982-11-01,339.6
299 | 1982-12-01,340.9
300 | 1983-01-01,341.68
301 | 1983-02-01,342.9
302 | 1983-03-01,343.33
303 | 1983-04-01,345.25
304 | 1983-05-01,346.03
305 | 1983-06-01,345.63
306 | 1983-07-01,344.19
307 | 1983-08-01,342.27
308 | 1983-09-01,340.35
309 | 1983-10-01,340.38
310 | 1983-11-01,341.59
311 | 1983-12-01,343.05
312 | 1984-01-01,344.1
313 | 1984-02-01,344.79
314 | 1984-03-01,345.52
315 | 1984-04-01,346.84
316 | 1984-05-01,347.63
317 | 1984-06-01,346.97
318 | 1984-07-01,345.53
319 | 1984-08-01,343.55
320 | 1984-09-01,341.4
321 | 1984-10-01,341.67
322 | 1984-11-01,343.1
323 | 1984-12-01,344.7
324 | 1985-01-01,345.21
325 | 1985-02-01,346.16
326 | 1985-03-01,347.74
327 | 1985-04-01,348.34
328 | 1985-05-01,349.06
329 | 1985-06-01,348.38
330 | 1985-07-01,346.71
331 | 1985-08-01,345.02
332 | 1985-09-01,343.27
333 | 1985-10-01,343.13
334 | 1985-11-01,344.49
335 | 1985-12-01,345.88
336 | 1986-01-01,346.56
337 | 1986-02-01,347.28
338 | 1986-03-01,348.01
339 | 1986-04-01,349.77
340 | 1986-05-01,350.38
341 | 1986-06-01,349.93
342 | 1986-07-01,348.16
343 | 1986-08-01,346.08
344 | 1986-09-01,345.22
345 | 1986-10-01,344.51
346 | 1986-11-01,345.93
347 | 1986-12-01,347.22
348 | 1987-01-01,348.52
349 | 1987-02-01,348.73
350 | 1987-03-01,349.73
351 | 1987-04-01,351.31
352 | 1987-05-01,352.09
353 | 1987-06-01,351.53
354 | 1987-07-01,350.11
355 | 1987-08-01,348.08
356 | 1987-09-01,346.52
357 | 1987-10-01,346.59
358 | 1987-11-01,347.96
359 | 1987-12-01,349.16
360 | 1988-01-01,350.39
361 | 1988-02-01,351.64
362 | 1988-03-01,352.41
363 | 1988-04-01,353.69
364 | 1988-05-01,354.21
365 | 1988-06-01,353.72
366 | 1988-07-01,352.69
367 | 1988-08-01,350.4
368 | 1988-09-01,348.92
369 | 1988-10-01,349.13
370 | 1988-11-01,350.2
371 | 1988-12-01,351.41
372 | 1989-01-01,352.91
373 | 1989-02-01,353.27
374 | 1989-03-01,353.96
375 | 1989-04-01,355.64
376 | 1989-05-01,355.86
377 | 1989-06-01,355.37
378 | 1989-07-01,353.99
379 | 1989-08-01,351.81
380 | 1989-09-01,350.05
381 | 1989-10-01,350.25
382 | 1989-11-01,351.49
383 | 1989-12-01,352.85
384 | 1990-01-01,353.8
385 | 1990-02-01,355.04
386 | 1990-03-01,355.73
387 | 1990-04-01,356.32
388 | 1990-05-01,357.32
389 | 1990-06-01,356.34
390 | 1990-07-01,354.84
391 | 1990-08-01,353.01
392 | 1990-09-01,351.31
393 | 1990-10-01,351.62
394 | 1990-11-01,353.07
395 | 1990-12-01,354.33
396 | 1991-01-01,354.84
397 | 1991-02-01,355.73
398 | 1991-03-01,357.23
399 | 1991-04-01,358.66
400 | 1991-05-01,359.13
401 | 1991-06-01,358.13
402 | 1991-07-01,356.19
403 | 1991-08-01,353.85
404 | 1991-09-01,352.25
405 | 1991-10-01,352.35
406 | 1991-11-01,353.81
407 | 1991-12-01,355.12
408 | 1992-01-01,356.25
409 | 1992-02-01,357.11
410 | 1992-03-01,357.86
411 | 1992-04-01,359.09
412 | 1992-05-01,359.59
413 | 1992-06-01,359.33
414 | 1992-07-01,357.01
415 | 1992-08-01,354.94
416 | 1992-09-01,352.96
417 | 1992-10-01,353.32
418 | 1992-11-01,354.32
419 | 1992-12-01,355.57
420 | 1993-01-01,357.0
421 | 1993-02-01,357.31
422 | 1993-03-01,358.47
423 | 1993-04-01,359.27
424 | 1993-05-01,360.19
425 | 1993-06-01,359.52
426 | 1993-07-01,357.33
427 | 1993-08-01,355.64
428 | 1993-09-01,354.03
429 | 1993-10-01,354.12
430 | 1993-11-01,355.41
431 | 1993-12-01,356.91
432 | 1994-01-01,358.24
433 | 1994-02-01,358.92
434 | 1994-03-01,359.99
435 | 1994-04-01,361.23
436 | 1994-05-01,361.65
437 | 1994-06-01,360.81
438 | 1994-07-01,359.38
439 | 1994-08-01,357.46
440 | 1994-09-01,355.73
441 | 1994-10-01,356.07
442 | 1994-11-01,357.53
443 | 1994-12-01,358.98
444 | 1995-01-01,359.92
445 | 1995-02-01,360.86
446 | 1995-03-01,361.83
447 | 1995-04-01,363.3
448 | 1995-05-01,363.69
449 | 1995-06-01,363.19
450 | 1995-07-01,361.64
451 | 1995-08-01,359.12
452 | 1995-09-01,358.17
453 | 1995-10-01,357.99
454 | 1995-11-01,359.45
455 | 1995-12-01,360.68
456 | 1996-01-01,362.07
457 | 1996-02-01,363.24
458 | 1996-03-01,364.17
459 | 1996-04-01,364.57
460 | 1996-05-01,365.13
461 | 1996-06-01,364.92
462 | 1996-07-01,363.55
463 | 1996-08-01,361.38
464 | 1996-09-01,359.54
465 | 1996-10-01,359.58
466 | 1996-11-01,360.89
467 | 1996-12-01,362.24
468 | 1997-01-01,363.09
469 | 1997-02-01,364.03
470 | 1997-03-01,364.51
471 | 1997-04-01,366.35
472 | 1997-05-01,366.64
473 | 1997-06-01,365.59
474 | 1997-07-01,364.31
475 | 1997-08-01,362.25
476 | 1997-09-01,360.29
477 | 1997-10-01,360.82
478 | 1997-11-01,362.49
479 | 1997-12-01,364.38
480 | 1998-01-01,365.26
481 | 1998-02-01,365.98
482 | 1998-03-01,367.24
483 | 1998-04-01,368.66
484 | 1998-05-01,369.42
485 | 1998-06-01,368.99
486 | 1998-07-01,367.82
487 | 1998-08-01,365.95
488 | 1998-09-01,364.02
489 | 1998-10-01,364.4
490 | 1998-11-01,365.52
491 | 1998-12-01,367.13
492 | 1999-01-01,368.18
493 | 1999-02-01,369.07
494 | 1999-03-01,369.68
495 | 1999-04-01,370.99
496 | 1999-05-01,370.96
497 | 1999-06-01,370.3
498 | 1999-07-01,369.45
499 | 1999-08-01,366.9
500 | 1999-09-01,364.81
501 | 1999-10-01,365.37
502 | 1999-11-01,366.72
503 | 1999-12-01,368.1
504 | 2000-01-01,369.29
505 | 2000-02-01,369.54
506 | 2000-03-01,370.6
507 | 2000-04-01,371.81
508 | 2000-05-01,371.58
509 | 2000-06-01,371.7
510 | 2000-07-01,369.86
511 | 2000-08-01,368.13
512 | 2000-09-01,367.0
513 | 2000-10-01,367.03
514 | 2000-11-01,368.37
515 | 2000-12-01,369.67
516 | 2001-01-01,370.59
517 | 2001-02-01,371.51
518 | 2001-03-01,372.43
519 | 2001-04-01,373.37
520 | 2001-05-01,373.85
521 | 2001-06-01,373.21
522 | 2001-07-01,371.51
523 | 2001-08-01,369.61
524 | 2001-09-01,368.18
525 | 2001-10-01,368.45
526 | 2001-11-01,369.76
527 | 2001-12-01,371.24
528 | 2002-01-01,372.53
529 | 2002-02-01,373.2
530 | 2002-03-01,374.12
531 | 2002-04-01,375.02
532 | 2002-05-01,375.76
533 | 2002-06-01,375.52
534 | 2002-07-01,374.01
535 | 2002-08-01,371.85
536 | 2002-09-01,370.75
537 | 2002-10-01,370.55
538 | 2002-11-01,372.25
539 | 2002-12-01,373.79
540 | 2003-01-01,374.88
541 | 2003-02-01,375.64
542 | 2003-03-01,376.45
543 | 2003-04-01,377.73
544 | 2003-05-01,378.6
545 | 2003-06-01,378.28
546 | 2003-07-01,376.7
547 | 2003-08-01,374.38
548 | 2003-09-01,373.17
549 | 2003-10-01,373.14
550 | 2003-11-01,374.66
551 | 2003-12-01,375.99
552 | 2004-01-01,377.0
553 | 2004-02-01,377.87
554 | 2004-03-01,378.88
555 | 2004-04-01,380.35
556 | 2004-05-01,380.62
557 | 2004-06-01,379.69
558 | 2004-07-01,377.47
559 | 2004-08-01,376.01
560 | 2004-09-01,374.25
561 | 2004-10-01,374.46
562 | 2004-11-01,376.16
563 | 2004-12-01,377.51
564 | 2005-01-01,378.46
565 | 2005-02-01,379.73
566 | 2005-03-01,380.77
567 | 2005-04-01,382.29
568 | 2005-05-01,382.45
569 | 2005-06-01,382.21
570 | 2005-07-01,380.74
571 | 2005-08-01,378.74
572 | 2005-09-01,376.7
573 | 2005-10-01,377.0
574 | 2005-11-01,378.35
575 | 2005-12-01,380.11
576 | 2006-01-01,381.38
577 | 2006-02-01,382.19
578 | 2006-03-01,382.67
579 | 2006-04-01,384.61
580 | 2006-05-01,385.03
581 | 2006-06-01,384.05
582 | 2006-07-01,382.46
583 | 2006-08-01,380.41
584 | 2006-09-01,378.85
585 | 2006-10-01,379.13
586 | 2006-11-01,380.15
587 | 2006-12-01,381.82
588 | 2007-01-01,382.89
589 | 2007-02-01,383.9
590 | 2007-03-01,384.58
591 | 2007-04-01,386.5
592 | 2007-05-01,386.56
593 | 2007-06-01,386.1
594 | 2007-07-01,384.5
595 | 2007-08-01,381.99
596 | 2007-09-01,380.96
597 | 2007-10-01,381.12
598 | 2007-11-01,382.45
599 | 2007-12-01,383.95
600 | 2008-01-01,385.52
601 | 2008-02-01,385.82
602 | 2008-03-01,386.03
603 | 2008-04-01,387.21
604 | 2008-05-01,388.54
605 | 2008-06-01,387.76
606 | 2008-07-01,386.36
607 | 2008-08-01,384.09
608 | 2008-09-01,383.18
609 | 2008-10-01,382.99
610 | 2008-11-01,384.19
611 | 2008-12-01,385.56
612 | 2009-01-01,386.94
613 | 2009-02-01,387.48
614 | 2009-03-01,388.82
615 | 2009-04-01,389.55
616 | 2009-05-01,390.14
617 | 2009-06-01,389.48
618 | 2009-07-01,388.03
619 | 2009-08-01,386.11
620 | 2009-09-01,384.74
621 | 2009-10-01,384.43
622 | 2009-11-01,386.02
623 | 2009-12-01,387.42
624 | 2010-01-01,388.71
625 | 2010-02-01,390.2
626 | 2010-03-01,391.17
627 | 2010-04-01,392.46
628 | 2010-05-01,393.0
629 | 2010-06-01,392.15
630 | 2010-07-01,390.2
631 | 2010-08-01,388.35
632 | 2010-09-01,386.85
633 | 2010-10-01,387.24
634 | 2010-11-01,388.67
635 | 2010-12-01,389.79
636 | 2011-01-01,391.33
637 | 2011-02-01,391.86
638 | 2011-03-01,392.6
639 | 2011-04-01,393.25
640 | 2011-05-01,394.19
641 | 2011-06-01,393.73
642 | 2011-07-01,392.51
643 | 2011-08-01,390.13
644 | 2011-09-01,389.08
645 | 2011-10-01,389.0
646 | 2011-11-01,390.28
647 | 2011-12-01,391.86
648 | 2012-01-01,393.12
649 | 2012-02-01,393.86
650 | 2012-03-01,394.4
651 | 2012-04-01,396.18
652 | 2012-05-01,396.74
653 | 2012-06-01,395.71
654 | 2012-07-01,394.36
655 | 2012-08-01,392.39
656 | 2012-09-01,391.11
657 | 2012-10-01,391.05
658 | 2012-11-01,392.98
659 | 2012-12-01,394.34
660 | 2013-01-01,395.55
661 | 2013-02-01,396.8
662 | 2013-03-01,397.43
663 | 2013-04-01,398.41
664 | 2013-05-01,399.78
665 | 2013-06-01,398.61
666 | 2013-07-01,397.32
667 | 2013-08-01,395.2
668 | 2013-09-01,393.45
669 | 2013-10-01,393.7
670 | 2013-11-01,395.16
671 | 2013-12-01,396.84
672 | 2014-01-01,397.85
673 | 2014-02-01,398.01
674 | 2014-03-01,399.77
675 | 2014-04-01,401.38
676 | 2014-05-01,401.78
677 | 2014-06-01,401.25
678 | 2014-07-01,399.1
679 | 2014-08-01,397.03
680 | 2014-09-01,395.38
681 | 2014-10-01,396.03
682 | 2014-11-01,397.28
683 | 2014-12-01,398.91
684 | 2015-01-01,399.98
685 | 2015-02-01,400.28
686 | 2015-03-01,401.54
687 | 2015-04-01,403.28
688 | 2015-05-01,403.96
689 | 2015-06-01,402.8
690 | 2015-07-01,401.31
691 | 2015-08-01,398.93
692 | 2015-09-01,397.63
693 | 2015-10-01,398.29
694 | 2015-11-01,400.16
695 | 2015-12-01,401.85
696 | 2016-01-01,402.56
697 | 2016-02-01,404.12
698 | 2016-03-01,404.87
699 | 2016-04-01,407.45
700 | 2016-05-01,407.72
701 | 2016-06-01,406.83
702 | 2016-07-01,404.41
703 | 2016-08-01,402.27
704 | 2016-09-01,401.05
705 | 2016-10-01,401.59
706 | 2016-11-01,403.55
707 | 2016-12-01,404.45
708 | 2017-01-01,406.17
709 | 2017-02-01,406.46
710 | 2017-03-01,407.22
711 | 2017-04-01,409.04
712 | 2017-05-01,409.69
713 | 2017-06-01,408.88
714 | 2017-07-01,407.12
715 | 2017-08-01,405.13
716 | 2017-09-01,403.37
717 | 2017-10-01,403.63
718 | 2017-11-01,405.12
719 | 2017-12-01,406.81
720 | 2018-01-01,407.96
721 | 2018-02-01,408.32
722 | 2018-03-01,409.41
723 | 2018-04-01,410.24
724 | 2018-05-01,411.24
725 | 2018-06-01,410.79
726 | 2018-07-01,408.71
727 | 2018-08-01,406.99
728 | 2018-09-01,405.51
729 | 


--------------------------------------------------------------------------------
/earthquakes.csv:
--------------------------------------------------------------------------------
  1 | date,Year,earthquakes_per_year
  2 | 1900-01-01,1900,13.0
  3 | 1901-01-01,1901,14.0
  4 | 1902-01-01,1902,8.0
  5 | 1903-01-01,1903,10.0
  6 | 1904-01-01,1904,16.0
  7 | 1905-01-01,1905,26.0
  8 | 1906-01-01,1906,32.0
  9 | 1907-01-01,1907,27.0
 10 | 1908-01-01,1908,18.0
 11 | 1909-01-01,1909,32.0
 12 | 1910-01-01,1910,36.0
 13 | 1911-01-01,1911,24.0
 14 | 1912-01-01,1912,22.0
 15 | 1913-01-01,1913,23.0
 16 | 1914-01-01,1914,22.0
 17 | 1915-01-01,1915,18.0
 18 | 1916-01-01,1916,25.0
 19 | 1917-01-01,1917,21.0
 20 | 1918-01-01,1918,21.0
 21 | 1919-01-01,1919,14.0
 22 | 1920-01-01,1920,8.0
 23 | 1921-01-01,1921,11.0
 24 | 1922-01-01,1922,14.0
 25 | 1923-01-01,1923,23.0
 26 | 1924-01-01,1924,18.0
 27 | 1925-01-01,1925,17.0
 28 | 1926-01-01,1926,19.0
 29 | 1927-01-01,1927,20.0
 30 | 1928-01-01,1928,22.0
 31 | 1929-01-01,1929,19.0
 32 | 1930-01-01,1930,13.0
 33 | 1931-01-01,1931,26.0
 34 | 1932-01-01,1932,13.0
 35 | 1933-01-01,1933,14.0
 36 | 1934-01-01,1934,22.0
 37 | 1935-01-01,1935,24.0
 38 | 1936-01-01,1936,21.0
 39 | 1937-01-01,1937,22.0
 40 | 1938-01-01,1938,26.0
 41 | 1939-01-01,1939,21.0
 42 | 1940-01-01,1940,23.0
 43 | 1941-01-01,1941,24.0
 44 | 1942-01-01,1942,27.0
 45 | 1943-01-01,1943,41.0
 46 | 1944-01-01,1944,31.0
 47 | 1945-01-01,1945,27.0
 48 | 1946-01-01,1946,35.0
 49 | 1947-01-01,1947,26.0
 50 | 1948-01-01,1948,28.0
 51 | 1949-01-01,1949,36.0
 52 | 1950-01-01,1950,39.0
 53 | 1951-01-01,1951,21.0
 54 | 1952-01-01,1952,17.0
 55 | 1953-01-01,1953,22.0
 56 | 1954-01-01,1954,17.0
 57 | 1955-01-01,1955,19.0
 58 | 1956-01-01,1956,15.0
 59 | 1957-01-01,1957,34.0
 60 | 1958-01-01,1958,10.0
 61 | 1959-01-01,1959,15.0
 62 | 1960-01-01,1960,22.0
 63 | 1961-01-01,1961,18.0
 64 | 1962-01-01,1962,15.0
 65 | 1963-01-01,1963,20.0
 66 | 1964-01-01,1964,15.0
 67 | 1965-01-01,1965,22.0
 68 | 1966-01-01,1966,19.0
 69 | 1967-01-01,1967,16.0
 70 | 1968-01-01,1968,30.0
 71 | 1969-01-01,1969,27.0
 72 | 1970-01-01,1970,29.0
 73 | 1971-01-01,1971,23.0
 74 | 1972-01-01,1972,20.0
 75 | 1973-01-01,1973,16.0
 76 | 1974-01-01,1974,21.0
 77 | 1975-01-01,1975,21.0
 78 | 1976-01-01,1976,25.0
 79 | 1977-01-01,1977,16.0
 80 | 1978-01-01,1978,18.0
 81 | 1979-01-01,1979,15.0
 82 | 1980-01-01,1980,18.0
 83 | 1981-01-01,1981,14.0
 84 | 1982-01-01,1982,10.0
 85 | 1983-01-01,1983,15.0
 86 | 1984-01-01,1984,8.0
 87 | 1985-01-01,1985,15.0
 88 | 1986-01-01,1986,6.0
 89 | 1987-01-01,1987,11.0
 90 | 1988-01-01,1988,8.0
 91 | 1989-01-01,1989,7.0
 92 | 1990-01-01,1990,13.0
 93 | 1991-01-01,1991,10.0
 94 | 1992-01-01,1992,23.0
 95 | 1993-01-01,1993,16.0
 96 | 1994-01-01,1994,15.0
 97 | 1995-01-01,1995,25.0
 98 | 1996-01-01,1996,22.0
 99 | 1997-01-01,1997,20.0
100 | 1998-01-01,1998,16.0
101 | 


--------------------------------------------------------------------------------
/telecom_data.csv:
--------------------------------------------------------------------------------
   1 | Account_Length,Vmail_Message,CustServ_Calls,Churn,Intl_Plan,Vmail_Plan,Total_mins,Total_calls,Total_charges
   2 | 128,25,1,no,no,yes,717.2,303,320.26
   3 | 107,26,1,no,no,yes,625.2,332,313.64
   4 | 137,0,0,no,no,no,539.4000000000002,333,224.89
   5 | 84,0,2,no,yes,no,564.8,255,263.7
   6 | 75,0,3,no,yes,no,512.0,359,238.99
   7 | 118,0,0,no,yes,no,654.1999999999998,323,271.51
   8 | 121,24,3,no,no,yes,786.8000000000003,321,290.91
   9 | 147,0,0,no,yes,no,479.00000000000006,275,258.70000000000005
  10 | 117,0,1,no,no,no,760.6000000000001,271,289.12
  11 | 141,37,0,no,yes,yes,818.2,297,406.94
  12 | 65,0,4,yes,no,no,579.1000000000001,337,263.0
  13 | 74,0,0,no,no,no,556.2,374,253.08
  14 | 168,0,1,no,no,no,386.0,297,181.29
  15 | 95,0,3,no,no,no,608.8,283,251.94
  16 | 62,0,4,no,no,no,644.0,251,262.31
  17 | 161,0,4,yes,no,no,816.7,301,252.89
  18 | 85,27,1,no,no,yes,580.3999999999999,308,154.31999999999996
  19 | 93,0,3,no,no,no,546.6,349,188.59
  20 | 76,33,1,no,no,yes,578.2,244,226.2
  21 | 73,0,1,no,no,no,589.7,254,256.7
  22 | 147,0,0,no,no,no,614.1999999999998,347,267.8
  23 | 77,0,5,yes,no,no,447.6,280,245.62
  24 | 130,0,0,no,no,no,447.20000000000016,308,229.86
  25 | 111,0,2,no,no,no,445.0,316,230.65
  26 | 132,0,0,no,no,no,573.5999999999998,275,285.08
  27 | 174,0,3,no,no,no,667.6,308,310.85
  28 | 57,39,0,no,no,yes,596.3,345,245.94
  29 | 54,0,3,no,no,no,406.6,245,146.71
  30 | 20,0,0,no,no,no,636.0,301,245.62
  31 | 49,0,1,no,no,no,524.1999999999998,317,228.3
  32 | 142,0,2,no,no,no,486.2,312,291.64
  33 | 75,0,1,no,no,no,684.0999999999998,315,315.62999999999994
  34 | 172,0,3,no,no,no,549.1,324,348.59
  35 | 12,0,1,yes,no,no,794.0,330,359.88
  36 | 57,25,0,no,no,yes,593.5999999999998,289,271.99
  37 | 72,37,3,no,no,yes,604.8000000000002,259,219.52
  38 | 36,30,0,no,no,yes,452.6,323,177.72
  39 | 78,0,1,no,no,no,592.3,293,282.0
  40 | 136,33,3,no,yes,yes,503.7,318,159.73
  41 | 149,0,1,no,no,no,611.6,303,246.74
  42 | 98,0,3,no,no,no,490.3,324,234.44
  43 | 135,41,0,yes,yes,yes,513.8,285,178.4
  44 | 34,0,2,no,no,no,728.5,262,373.43
  45 | 160,0,3,no,no,no,438.8,283,217.65
  46 | 64,0,1,no,no,no,648.6,274,323.56
  47 | 59,28,2,no,no,yes,505.5,310,211.4
  48 | 65,0,3,no,no,no,521.8,365,194.06
  49 | 142,0,2,no,no,no,571.1999999999998,339,298.33
  50 | 119,0,5,yes,no,no,542.3999999999999,325,198.73
  51 | 97,24,1,no,no,yes,432.0,275,117.85
  52 | 52,0,3,no,no,no,706.3,296,305.12
  53 | 60,0,1,no,no,no,687.5,304,317.4899999999999
  54 | 10,0,2,no,no,no,670.4999999999999,241,346.42
  55 | 96,0,2,no,no,no,665.5,257,291.26
  56 | 87,0,5,yes,no,no,584.3000000000002,329,260.04
  57 | 81,0,1,no,no,no,705.2,253,336.14
  58 | 141,0,1,no,no,no,455.7,290,186.17
  59 | 121,30,3,yes,no,yes,460.7,286,231.05
  60 | 68,0,3,no,no,no,537.2,340,185.16000000000003
  61 | 125,0,1,no,no,no,608.0,332,255.12
  62 | 174,0,1,no,no,no,540.0,249,224.28
  63 | 116,34,2,no,no,yes,624.7,334,237.72
  64 | 74,33,2,no,no,yes,592.4,282,202.0
  65 | 149,28,3,no,no,yes,646.6,212,327.53
  66 | 38,0,2,no,no,no,461.3,307,204.51
  67 | 40,41,2,no,no,yes,537.9000000000002,269,264.99
  68 | 43,0,0,no,yes,no,631.4,280,228.26
  69 | 113,0,0,no,yes,no,469.20000000000016,359,176.18
  70 | 126,0,1,no,no,no,589.8,211,216.93
  71 | 150,0,4,yes,no,no,510.4,314,203.8
  72 | 138,0,3,no,no,no,719.4,287,367.38
  73 | 162,46,0,no,no,yes,679.8000000000002,244,323.55999999999995
  74 | 147,0,3,no,no,no,578.0,281,237.34
  75 | 90,0,1,no,no,no,589.8,372,215.08
  76 | 85,0,0,no,no,no,593.2,305,253.36
  77 | 50,0,1,no,no,no,567.9,275,236.9
  78 | 82,0,0,yes,no,no,763.1000000000001,286,351.85000000000014
  79 | 144,0,4,yes,no,no,319.9,308,200.02
  80 | 46,0,2,no,no,no,564.2,292,238.07
  81 | 70,0,1,no,no,no,569.0,278,285.06
  82 | 144,0,1,no,no,no,741.8000000000003,294,297.63
  83 | 116,0,3,no,yes,no,711.3000000000003,297,348.46
  84 | 55,25,3,no,no,yes,488.4,310,226.3
  85 | 70,24,1,no,no,yes,741.6999999999997,271,299.86
  86 | 106,0,2,yes,no,no,663.5999999999998,270,260.34000000000003
  87 | 128,29,0,no,no,yes,736.8000000000003,275,389.54
  88 | 94,0,4,yes,no,no,510.5,295,240.31
  89 | 111,0,1,no,no,no,617.2,294,248.0
  90 | 74,35,2,no,no,yes,490.5,254,250.82
  91 | 128,0,1,yes,no,no,708.3,290,283.54
  92 | 82,0,1,no,no,no,459.5,262,158.56
  93 | 155,0,0,yes,no,no,599.1999999999998,327,258.03
  94 | 80,0,1,no,no,no,558.4,278,302.56
  95 | 78,0,3,no,no,no,704.7,317,336.49999999999994
  96 | 90,0,3,no,no,no,508.0,250,182.96
  97 | 104,0,1,no,no,no,532.3999999999999,361,227.41
  98 | 73,0,0,no,no,no,560.5,258,230.79
  99 | 99,0,4,no,no,no,605.1,279,253.15
 100 | 120,0,1,yes,no,no,594.0,336,230.01
 101 | 77,0,2,yes,no,no,742.5,314,350.52
 102 | 98,21,4,no,no,yes,577.9999999999999,297,217.44
 103 | 108,0,0,no,no,no,511.0,320,185.23
 104 | 135,0,0,no,no,no,461.2,293,226.85
 105 | 95,0,1,no,no,no,576.4000000000002,316,298.2800000000001
 106 | 122,0,1,no,no,no,604.0999999999998,280,306.59
 107 | 95,0,4,no,no,no,627.0999999999998,282,258.13
 108 | 36,29,2,no,no,yes,679.8,297,263.08
 109 | 93,21,1,no,no,yes,509.2,335,263.42999999999995
 110 | 141,32,1,no,no,yes,509.20000000000016,331,268.40000000000003
 111 | 157,0,3,no,no,no,628.7,326,306.4899999999999
 112 | 120,0,1,no,no,no,609.6999999999998,277,181.81
 113 | 103,0,2,no,no,no,643.7,304,286.66
 114 | 98,0,4,no,no,no,591.6999999999998,347,284.82
 115 | 125,0,1,no,no,no,593.8,319,301.59
 116 | 63,0,1,no,no,no,449.3,275,247.88
 117 | 36,42,0,yes,yes,yes,610.0,343,205.05
 118 | 64,0,1,no,no,no,386.6,317,104.51
 119 | 74,0,1,yes,no,no,681.8,281,246.91
 120 | 112,36,2,no,no,yes,458.8,320,221.01
 121 | 97,0,2,no,no,no,606.6000000000001,322,211.13
 122 | 46,0,1,no,no,no,650.7,292,267.69
 123 | 41,22,0,no,no,yes,505.0,314,198.94
 124 | 121,0,3,no,no,no,604.8,327,281.41
 125 | 193,0,1,no,no,no,427.70000000000016,311,161.41
 126 | 130,0,2,no,no,no,501.0,339,275.69000000000005
 127 | 85,0,1,no,no,no,695.3,265,320.8400000000001
 128 | 162,0,4,yes,no,no,392.1,280,189.64
 129 | 61,27,4,yes,no,yes,566.1999999999998,362,281.93
 130 | 92,0,2,no,no,no,469.6,303,217.41
 131 | 131,36,3,no,no,yes,650.0999999999998,338,329.33
 132 | 90,0,3,no,no,no,521.0,331,199.69
 133 | 75,0,1,no,no,no,587.3000000000002,296,311.61999999999995
 134 | 78,0,1,no,no,no,732.3,378,334.58
 135 | 82,0,4,no,no,no,614.7,259,268.44
 136 | 163,0,1,no,no,no,615.1,327,268.86
 137 | 91,0,3,no,yes,no,561.6000000000001,328,298.15
 138 | 75,21,5,no,no,yes,636.0999999999998,341,298.0
 139 | 91,0,3,no,no,no,620.8,351,260.03
 140 | 127,36,1,no,no,yes,584.5,272,320.09
 141 | 113,23,2,no,no,yes,525.8000000000002,225,216.26
 142 | 110,0,1,no,no,no,630.9,314,254.4
 143 | 120,39,0,no,no,yes,685.0,285,320.84
 144 | 157,28,3,no,no,yes,504.6,325,165.84
 145 | 103,0,1,no,no,no,654.2,231,271.21000000000004
 146 | 117,0,2,yes,yes,no,608.1,312,307.93
 147 | 140,0,3,no,no,no,516.6999999999998,299,172.26000000000005
 148 | 127,0,1,no,no,no,567.3000000000002,282,258.49
 149 | 83,0,1,no,yes,no,620.6,322,194.26
 150 | 121,0,1,no,no,no,570.0,327,220.59
 151 | 145,43,2,no,no,yes,717.8,282,360.4
 152 | 113,0,1,no,no,no,598.1,297,234.68000000000004
 153 | 117,0,1,no,no,no,618.6,322,350.24
 154 | 65,0,1,no,no,no,580.3,325,284.9
 155 | 56,0,1,no,no,no,621.9,383,208.22000000000003
 156 | 96,0,5,no,no,no,687.4,252,341.42
 157 | 151,0,0,no,no,no,746.5,359,335.73
 158 | 83,0,0,yes,no,no,734.4999999999999,357,241.79
 159 | 139,23,0,no,no,yes,677.5,339,322.35
 160 | 6,0,1,no,no,no,629.1,270,242.42
 161 | 115,24,1,no,no,yes,499.9,371,214.56000000000003
 162 | 87,0,0,no,no,no,453.1,311,183.42
 163 | 141,0,0,no,no,no,724.1,330,325.5900000000001
 164 | 141,36,3,no,no,yes,668.9,325,295.07
 165 | 62,0,1,no,no,no,483.1,308,278.86
 166 | 146,0,1,no,no,no,528.1999999999998,334,224.07
 167 | 92,33,2,no,no,yes,697.6999999999997,290,301.76
 168 | 185,31,1,no,no,yes,625.4000000000002,388,324.9
 169 | 148,0,1,no,no,no,717.4,323,331.0100000000001
 170 | 94,38,1,no,no,yes,482.1,317,159.48000000000005
 171 | 32,0,0,no,no,no,578.5999999999998,232,217.81
 172 | 68,0,1,no,no,no,571.2,291,164.65
 173 | 64,27,2,no,no,yes,527.1,280,220.35
 174 | 25,0,3,no,no,no,610.2,278,322.1
 175 | 65,0,1,no,no,no,492.20000000000016,332,229.49
 176 | 179,0,0,no,no,no,619.4,326,307.31999999999994
 177 | 94,0,2,no,no,no,603.6,342,238.9
 178 | 62,0,0,no,no,no,544.9000000000002,316,248.46
 179 | 127,0,2,no,no,no,638.2,305,260.95
 180 | 116,0,3,no,no,no,591.8000000000002,291,267.73
 181 | 70,0,3,no,no,no,725.5999999999997,346,274.56
 182 | 94,23,4,no,yes,yes,703.3,369,349.21
 183 | 126,0,5,yes,no,no,345.6,304,167.85000000000005
 184 | 67,36,2,no,no,yes,533.0999999999998,320,220.07
 185 | 19,0,2,no,no,no,669.0,289,280.83
 186 | 170,0,3,no,yes,no,647.6999999999998,314,207.73
 187 | 73,0,1,no,no,no,734.8,385,314.22
 188 | 106,0,1,no,no,no,431.7,320,242.63
 189 | 93,0,2,no,no,no,589.1999999999998,303,149.39
 190 | 164,0,1,no,no,no,519.9,352,239.12
 191 | 51,0,1,no,no,no,660.1,314,299.49999999999994
 192 | 107,0,0,no,no,no,435.4,298,157.74
 193 | 130,0,1,no,no,no,515.1,284,289.06
 194 | 80,0,2,no,no,no,622.0,274,272.21
 195 | 94,0,0,no,no,no,504.1,339,201.02
 196 | 118,23,1,no,no,yes,584.7,255,190.41
 197 | 117,23,1,no,no,yes,562.4,270,239.19
 198 | 78,0,0,no,no,no,603.1,368,316.83
 199 | 208,0,2,yes,no,no,695.2,288,263.27
 200 | 131,26,4,yes,yes,yes,761.6999999999997,332,337.2800000000001
 201 | 63,0,0,no,no,no,518.7,262,289.42999999999995
 202 | 53,24,3,no,no,yes,629.2,383,308.2000000000001
 203 | 62,0,2,no,no,no,766.7,326,317.94
 204 | 97,0,3,no,no,no,648.9,298,305.75
 205 | 105,0,2,no,no,no,543.0,246,267.67999999999995
 206 | 157,0,1,no,no,no,617.6999999999998,282,257.40000000000003
 207 | 66,36,1,no,no,yes,519.0,272,238.21
 208 | 122,0,2,no,no,no,521.2,262,240.17
 209 | 38,0,3,no,no,no,615.2,284,285.19
 210 | 106,0,3,no,no,no,638.1000000000001,294,324.36000000000007
 211 | 99,0,3,no,no,no,705.8,297,298.42999999999995
 212 | 99,0,1,no,no,no,596.5,289,254.02
 213 | 144,0,0,no,yes,no,657.3000000000002,308,261.9
 214 | 82,24,1,no,no,yes,532.8000000000002,308,177.95999999999995
 215 | 86,31,1,no,no,yes,539.7,384,299.4000000000001
 216 | 70,0,2,yes,yes,no,545.6,310,139.17000000000002
 217 | 93,0,3,no,no,no,594.5999999999998,328,284.1
 218 | 93,0,0,no,no,no,521.2,288,224.78
 219 | 120,0,3,no,no,no,674.3,260,328.27
 220 | 136,0,1,yes,no,no,681.3,355,226.54
 221 | 106,0,0,no,no,no,528.9,338,246.38
 222 | 81,0,3,no,no,no,560.6,319,269.22
 223 | 127,22,1,no,no,yes,595.6,291,301.72
 224 | 65,0,1,no,no,no,633.6,314,277.64
 225 | 35,0,2,no,no,no,574.6999999999998,345,230.51
 226 | 88,0,2,no,no,no,483.4,287,275.77000000000004
 227 | 65,0,1,no,no,no,700.7,332,318.29
 228 | 123,0,3,no,no,no,680.8000000000002,301,289.52
 229 | 126,27,2,no,no,yes,461.9,303,130.29999999999998
 230 | 104,23,4,no,no,yes,650.9,333,213.02
 231 | 45,22,0,no,no,yes,684.9999999999999,287,233.9
 232 | 93,0,0,yes,yes,no,669.5,285,294.26999999999987
 233 | 63,36,1,no,yes,yes,698.9,319,268.05
 234 | 100,0,3,no,no,no,614.5,346,245.67
 235 | 53,0,0,no,no,no,554.3000000000002,299,211.61
 236 | 92,0,1,no,yes,no,655.5999999999998,367,295.98
 237 | 139,0,5,yes,no,no,549.5000000000001,331,245.87
 238 | 110,40,2,no,no,yes,565.3,338,292.44
 239 | 110,0,3,no,no,no,477.3,323,233.24
 240 | 215,0,0,no,no,no,441.8,358,264.17999999999995
 241 | 73,0,1,no,no,no,510.0,295,195.63
 242 | 138,0,0,no,no,no,516.7,298,252.51
 243 | 137,0,2,yes,yes,no,504.6,280,270.83
 244 | 36,0,1,no,no,no,720.0,333,349.06
 245 | 85,0,3,no,no,no,603.3000000000002,256,258.25000000000006
 246 | 108,0,0,yes,no,no,830.6,237,429.92
 247 | 22,0,0,no,no,no,488.6,301,246.87
 248 | 107,37,0,no,no,yes,435.1,291,295.47
 249 | 51,0,0,no,no,no,658.1,223,348.14
 250 | 94,0,4,no,no,no,639.3000000000002,282,307.56
 251 | 119,23,2,no,no,yes,672.1999999999998,367,291.68
 252 | 33,29,4,yes,no,yes,568.4,269,332.29
 253 | 106,0,4,no,no,no,586.1,350,254.28
 254 | 82,0,3,no,no,no,621.4,289,237.61
 255 | 86,41,0,no,no,yes,595.4,296,289.91
 256 | 97,0,0,no,yes,no,605.9,283,236.9
 257 | 106,32,4,no,no,yes,569.6,313,231.3
 258 | 108,0,1,no,no,no,552.3,334,282.88
 259 | 114,0,1,no,no,no,542.5,307,241.66
 260 | 92,0,1,yes,yes,no,475.3,319,260.48
 261 | 59,0,1,no,no,no,568.6,286,225.75
 262 | 24,25,1,no,no,yes,612.1000000000001,279,289.23
 263 | 151,0,1,no,no,no,516.9,262,273.17
 264 | 117,0,1,no,no,no,551.3,310,238.96
 265 | 78,0,1,no,no,no,643.0,320,302.64
 266 | 155,0,2,no,no,no,611.8,259,216.48
 267 | 114,30,1,no,no,yes,769.1999999999997,259,364.95
 268 | 114,28,4,no,no,yes,659.6,320,299.92999999999995
 269 | 119,0,3,no,no,no,586.2,271,317.42999999999995
 270 | 64,48,0,no,no,yes,382.5,298,182.88
 271 | 118,0,2,no,yes,no,530.1,321,237.9
 272 | 101,0,0,no,no,no,696.0,325,319.33
 273 | 117,0,1,no,no,no,523.3000000000002,311,250.22000000000003
 274 | 49,28,3,no,no,yes,663.8,298,274.08
 275 | 139,0,3,no,no,no,643.4000000000002,304,268.54999999999995
 276 | 92,28,1,no,no,yes,595.0999999999998,286,294.91
 277 | 83,0,3,no,no,no,585.5,311,188.0
 278 | 148,0,0,no,yes,no,641.3000000000002,276,270.34000000000003
 279 | 144,48,2,yes,no,yes,533.9000000000002,271,268.36
 280 | 131,25,2,no,no,yes,683.6999999999998,255,320.54
 281 | 146,0,3,no,yes,no,656.7,345,288.92999999999995
 282 | 143,0,2,no,no,no,547.5,328,244.26
 283 | 81,0,2,no,no,no,613.0,278,256.47
 284 | 48,37,1,no,no,yes,527.9000000000002,280,203.45
 285 | 86,28,1,no,no,yes,759.3,281,315.72
 286 | 71,0,3,no,no,no,667.5,278,344.94
 287 | 145,24,2,no,no,yes,590.9,303,307.66
 288 | 137,0,2,no,no,no,537.6999999999998,313,251.6
 289 | 137,0,2,no,no,no,719.6,262,359.66
 290 | 167,0,0,no,no,no,609.3000000000002,254,317.03
 291 | 89,0,1,yes,no,no,882.1999999999997,301,401.41
 292 | 199,34,0,no,no,yes,757.3,316,372.78
 293 | 132,0,0,no,no,no,363.4,317,161.24
 294 | 94,0,1,no,no,no,523.6999999999998,336,201.49
 295 | 96,37,5,yes,no,yes,519.1999999999998,300,268.17
 296 | 96,18,1,no,no,yes,575.4,272,314.53
 297 | 166,0,1,no,no,no,610.4000000000002,381,279.13
 298 | 74,0,2,no,no,no,485.9,240,187.16
 299 | 36,0,0,no,no,no,594.1999999999998,275,296.89
 300 | 113,0,4,no,no,no,647.9,346,273.42999999999995
 301 | 94,0,1,no,no,no,675.6999999999998,305,350.28
 302 | 67,0,2,no,no,no,489.4,276,245.97
 303 | 127,0,1,yes,no,no,744.5000000000001,395,285.94
 304 | 121,0,0,yes,no,no,829.1,266,372.15
 305 | 158,0,1,no,no,no,700.7,313,306.13
 306 | 136,0,1,no,no,no,570.0,294,263.71
 307 | 196,0,2,no,no,no,665.7,298,244.34
 308 | 113,0,1,yes,no,no,762.9000000000003,344,294.8
 309 | 122,0,4,yes,no,no,656.5,298,211.66000000000003
 310 | 112,0,0,no,no,no,579.5,292,243.96
 311 | 209,0,3,no,no,no,677.9999999999999,298,254.74
 312 | 62,0,1,yes,no,no,747.6,307,342.2
 313 | 110,38,1,no,no,yes,625.4000000000002,302,251.2
 314 | 16,0,0,no,no,no,606.1,229,282.3
 315 | 73,0,0,no,no,no,589.1999999999998,339,256.71
 316 | 128,0,0,no,no,no,603.9,319,309.69000000000005
 317 | 39,0,1,no,no,no,502.9,327,169.13
 318 | 103,28,2,no,no,yes,559.6,285,213.35
 319 | 119,29,3,no,no,yes,529.8000000000002,259,198.15
 320 | 173,21,3,no,no,yes,722.3,321,344.16
 321 | 128,32,2,yes,yes,yes,576.6,258,218.46
 322 | 86,0,0,no,no,no,729.1,257,354.0
 323 | 114,32,1,no,no,yes,548.3,276,282.73
 324 | 104,0,0,no,no,no,640.5,297,293.59
 325 | 148,0,1,no,no,no,595.8,321,301.6
 326 | 129,0,3,no,no,no,620.4,329,308.11
 327 | 100,30,0,no,no,yes,437.70000000000016,332,189.73
 328 | 121,35,1,no,no,yes,486.69999999999993,210,238.82
 329 | 143,33,1,no,no,yes,640.5,320,226.58
 330 | 76,0,0,no,no,no,616.3,315,252.42
 331 | 158,0,0,no,no,no,539.9,294,142.51
 332 | 116,0,3,no,no,no,643.1,329,197.45
 333 | 54,0,1,yes,no,no,728.1999999999997,270,276.33
 334 | 86,0,7,yes,no,no,476.0,371,186.48
 335 | 108,0,0,no,no,no,649.3,268,269.37
 336 | 66,0,1,no,no,no,594.8,266,292.92999999999995
 337 | 151,17,1,no,no,yes,530.9,235,227.3
 338 | 99,0,0,no,no,no,621.5,253,232.56
 339 | 55,0,2,no,no,no,680.5,374,366.33
 340 | 77,0,2,no,no,no,720.6,305,286.72
 341 | 78,0,0,no,no,no,614.4,298,242.54
 342 | 89,0,1,yes,no,no,661.3000000000002,261,328.1
 343 | 101,0,1,no,no,no,725.5999999999997,372,343.31
 344 | 44,34,0,no,no,yes,625.2,259,293.17999999999995
 345 | 98,21,2,no,no,yes,485.5,268,281.77
 346 | 64,37,1,no,no,yes,417.2,297,210.33
 347 | 141,0,3,no,no,no,581.6,378,202.48
 348 | 81,33,1,no,no,yes,558.1000000000001,313,314.2800000000001
 349 | 162,0,1,no,no,no,573.0,338,248.63
 350 | 83,41,3,no,no,yes,458.90000000000015,339,177.17999999999995
 351 | 100,0,4,yes,no,no,468.6,207,284.67
 352 | 59,0,4,no,no,no,628.4,307,291.73
 353 | 179,38,4,no,yes,yes,701.8000000000003,238,308.05000000000007
 354 | 79,0,1,no,no,no,431.1,334,143.10000000000005
 355 | 117,0,2,no,no,no,605.3000000000002,274,265.44000000000005
 356 | 64,0,2,yes,yes,no,662.1,261,265.12
 357 | 31,0,1,no,no,no,471.8,298,261.73
 358 | 124,0,1,no,yes,no,650.6999999999998,287,275.95
 359 | 122,23,2,no,no,yes,492.4,315,172.34
 360 | 37,39,1,no,yes,yes,484.3,291,165.30999999999997
 361 | 90,29,1,no,no,yes,598.9999999999999,313,236.02
 362 | 159,0,1,yes,yes,no,761.0999999999997,268,263.87
 363 | 148,0,0,no,no,no,568.4,269,303.86
 364 | 39,36,1,no,no,yes,608.1,370,279.17
 365 | 77,0,2,no,no,no,654.0999999999998,364,374.45000000000016
 366 | 194,0,0,no,no,no,579.0,289,249.43
 367 | 154,0,1,yes,no,no,831.3,278,346.1
 368 | 112,0,4,no,no,no,595.1,337,192.16
 369 | 45,0,1,no,no,no,604.6,338,306.17
 370 | 132,0,1,no,no,no,469.9,366,189.27
 371 | 128,0,0,no,no,no,644.3,297,232.65
 372 | 135,0,1,no,no,no,641.5,283,269.82
 373 | 56,0,2,no,no,no,655.7,309,290.73
 374 | 151,0,0,yes,yes,no,613.9999999999999,241,331.44
 375 | 32,0,2,no,no,no,576.8,304,226.39
 376 | 90,0,2,no,no,no,676.0,240,340.21
 377 | 87,21,0,no,no,yes,539.1,314,195.09000000000003
 378 | 138,0,2,no,no,no,487.8,321,238.42
 379 | 79,0,1,no,no,no,653.0,355,291.2800000000001
 380 | 95,0,1,yes,yes,no,662.1,287,263.43
 381 | 127,0,2,no,no,no,621.5999999999998,313,296.66
 382 | 137,0,3,no,no,no,666.4000000000002,263,289.81
 383 | 97,0,1,no,no,no,561.7,319,293.75
 384 | 149,0,0,no,yes,no,576.4000000000002,264,304.55
 385 | 117,22,1,no,yes,yes,748.0000000000001,289,297.5
 386 | 84,0,2,no,no,no,601.7,301,246.42
 387 | 137,0,4,no,no,no,666.0,310,274.66
 388 | 99,0,3,no,no,no,750.9,262,386.39
 389 | 54,0,1,no,no,no,551.3,243,189.02
 390 | 85,0,1,no,no,no,531.1,342,198.07
 391 | 150,0,3,no,no,no,659.8000000000002,278,342.37
 392 | 43,0,1,no,no,no,638.0000000000001,318,276.71
 393 | 35,0,0,no,no,no,585.6,338,264.94
 394 | 98,0,5,no,no,no,627.9,364,296.72
 395 | 112,0,2,no,no,no,617.4,270,250.95
 396 | 16,0,0,yes,no,no,612.3,279,233.11
 397 | 98,22,0,no,no,yes,489.00000000000006,279,170.31
 398 | 84,0,0,no,no,no,549.5,336,255.87
 399 | 94,0,1,yes,no,no,749.9000000000003,335,308.87
 400 | 84,0,1,no,no,no,507.2,363,239.16000000000003
 401 | 66,0,1,yes,no,no,599.6,282,251.18
 402 | 98,31,1,no,no,yes,578.5999999999998,314,279.32
 403 | 74,0,0,no,no,no,582.6,333,300.77
 404 | 96,26,1,no,no,yes,513.0,295,216.33
 405 | 119,0,1,no,no,no,557.8000000000002,347,222.6
 406 | 73,0,4,no,no,no,634.3,298,264.24
 407 | 92,0,0,no,yes,no,633.1,284,268.66
 408 | 21,0,0,no,no,no,509.9,272,294.51
 409 | 122,0,4,yes,no,no,547.7,320,250.8
 410 | 133,0,1,no,yes,no,523.9,280,186.86
 411 | 145,0,2,no,no,no,556.6999999999998,339,224.51
 412 | 25,0,2,no,no,no,531.4,266,256.81
 413 | 64,0,2,no,no,no,482.8,268,232.66
 414 | 85,0,0,no,no,no,676.3000000000002,275,242.63
 415 | 126,0,3,no,no,no,651.3,329,259.23
 416 | 76,0,0,no,no,no,522.9,259,271.33
 417 | 113,0,2,yes,no,no,769.6999999999997,248,316.2800000000001
 418 | 224,0,1,yes,yes,no,548.9,306,266.07000000000005
 419 | 117,0,0,no,no,no,634.0,285,277.22
 420 | 128,34,1,no,no,yes,592.4000000000002,239,295.14
 421 | 115,0,2,no,no,no,731.1,283,283.18999999999994
 422 | 141,28,2,no,no,yes,652.3999999999999,387,239.68
 423 | 51,0,1,no,no,no,528.5999999999998,321,143.95999999999995
 424 | 100,0,0,no,no,no,696.7,284,268.27
 425 | 96,45,3,no,no,yes,663.0,305,332.47
 426 | 112,16,1,no,no,yes,563.0999999999998,344,260.79
 427 | 129,0,1,no,yes,no,594.4999999999999,366,265.93
 428 | 163,0,1,no,no,no,428.5,341,222.14
 429 | 67,40,1,no,no,yes,548.2,295,265.98999999999995
 430 | 140,0,3,no,no,no,590.5,330,267.91
 431 | 49,0,2,no,no,no,619.5,321,270.93
 432 | 46,0,2,yes,no,no,719.2,296,272.07
 433 | 148,0,1,no,no,no,653.3000000000002,310,246.56
 434 | 112,0,1,no,no,no,697.5,270,331.17999999999995
 435 | 78,0,2,no,no,no,497.7,337,207.04
 436 | 61,31,0,no,no,yes,704.3000000000003,255,281.06
 437 | 58,29,1,no,no,yes,534.7,282,225.59
 438 | 155,0,1,no,no,no,714.2,356,284.38000000000005
 439 | 100,0,0,yes,no,no,682.5,280,293.9
 440 | 113,0,1,no,no,no,688.5,325,256.02
 441 | 81,0,2,no,no,no,555.9,289,252.03
 442 | 135,27,1,no,no,yes,685.5,358,319.75
 443 | 99,0,0,no,no,no,579.1,259,204.59
 444 | 59,29,1,no,no,yes,492.7,302,180.79
 445 | 135,0,1,no,no,no,601.7,364,222.77
 446 | 85,0,2,no,yes,no,720.1999999999997,350,412.28
 447 | 70,0,0,no,no,no,536.1,301,252.65
 448 | 88,0,3,no,no,no,563.0,368,233.32
 449 | 55,0,2,no,no,no,620.9,348,263.6
 450 | 75,0,1,no,no,no,438.5,260,153.08
 451 | 79,21,4,no,no,yes,646.8,292,245.07
 452 | 85,0,0,no,no,no,613.8,312,259.47
 453 | 86,23,0,no,no,yes,727.3,295,318.68999999999994
 454 | 91,0,0,no,no,no,662.5999999999998,317,320.12
 455 | 149,20,1,no,no,yes,677.8999999999999,250,260.24
 456 | 97,0,1,yes,no,no,764.1,327,302.59
 457 | 88,0,1,yes,no,no,685.5,353,237.6
 458 | 60,0,2,no,no,no,511.6,228,268.2
 459 | 54,0,2,no,no,no,549.2,240,173.14
 460 | 11,28,3,no,no,yes,597.0,291,241.14
 461 | 109,0,0,no,no,no,469.1,328,205.1
 462 | 90,0,1,no,no,no,628.6,328,208.6
 463 | 115,0,3,no,no,no,685.6,325,360.33
 464 | 144,18,1,no,no,yes,433.0,338,247.79
 465 | 91,0,0,no,no,no,615.4,253,334.04
 466 | 105,23,0,no,no,yes,694.5999999999997,291,338.58
 467 | 71,0,3,yes,yes,no,541.7,321,238.51
 468 | 132,36,3,yes,no,yes,677.0999999999998,335,327.18
 469 | 112,0,1,no,no,no,640.5000000000001,278,319.04
 470 | 86,32,3,no,no,yes,493.6,394,285.14
 471 | 41,34,2,no,no,yes,626.7,297,226.77
 472 | 44,0,1,no,no,no,656.1999999999998,337,309.23
 473 | 78,0,3,no,no,no,509.2,292,220.38
 474 | 149,0,1,no,no,no,393.4,273,214.92
 475 | 72,33,4,yes,no,yes,581.5,278,215.55
 476 | 139,20,0,no,no,yes,627.3,377,230.59
 477 | 74,0,3,no,no,no,594.1,242,342.58
 478 | 50,0,1,no,no,no,656.3000000000002,327,295.99
 479 | 141,23,3,no,no,yes,540.1,347,271.52000000000004
 480 | 140,0,1,no,no,no,617.0000000000001,358,349.59
 481 | 99,0,2,no,no,no,631.2,305,332.5499999999999
 482 | 166,0,1,no,no,no,559.1,262,172.89
 483 | 124,0,1,no,no,no,599.1999999999998,323,309.94
 484 | 74,0,0,no,no,no,594.9,280,312.4
 485 | 117,0,2,no,no,no,632.0,310,273.11
 486 | 85,0,3,no,no,no,688.3,310,294.0
 487 | 36,16,0,no,no,yes,420.6,313,177.07999999999996
 488 | 102,0,0,no,yes,no,615.0999999999998,343,215.56000000000003
 489 | 76,0,0,no,no,no,751.6,346,317.71
 490 | 165,0,1,no,no,no,681.1,317,297.8
 491 | 130,0,1,no,no,no,579.5,298,243.16
 492 | 78,0,0,no,no,no,754.3,378,353.23
 493 | 55,0,1,yes,yes,no,666.0,308,271.12
 494 | 92,0,2,yes,yes,no,644.9,335,302.1
 495 | 129,33,2,no,no,yes,667.5999999999998,369,320.86
 496 | 18,0,1,no,no,no,647.0000000000001,333,320.34
 497 | 161,0,2,no,yes,no,527.1,301,232.55
 498 | 93,36,2,no,no,yes,492.1,322,180.23
 499 | 144,0,2,no,no,no,657.3,289,246.44
 500 | 75,0,4,yes,yes,no,502.5,247,231.34000000000003
 501 | 95,0,1,no,no,no,502.9,297,131.79
 502 | 126,23,3,no,no,yes,557.6,323,290.23
 503 | 124,28,1,no,no,yes,735.9,319,327.14
 504 | 93,0,1,yes,yes,no,663.5,296,290.91
 505 | 109,26,0,no,yes,yes,652.6999999999998,328,345.13
 506 | 80,0,0,no,no,no,637.2,289,327.05000000000007
 507 | 41,0,1,no,no,no,558.2,222,314.47
 508 | 136,31,2,no,no,yes,618.9,278,285.57
 509 | 92,0,3,yes,no,no,777.4,329,356.68
 510 | 143,24,1,no,no,yes,655.1,328,299.19
 511 | 118,26,5,yes,no,yes,549.6,342,225.93
 512 | 193,17,1,no,no,yes,544.3,315,255.98
 513 | 73,0,3,no,no,no,638.5999999999998,290,214.23
 514 | 62,0,2,no,no,no,627.5000000000001,296,300.89
 515 | 30,30,0,no,no,yes,665.0000000000001,267,294.33
 516 | 60,29,0,yes,yes,yes,603.8,301,180.28
 517 | 148,14,1,no,no,yes,449.8,298,188.53
 518 | 96,0,2,no,no,no,595.5,309,235.56
 519 | 52,0,2,no,no,no,506.0999999999999,324,181.47
 520 | 87,0,1,no,no,no,575.3,294,228.3
 521 | 41,0,3,no,no,no,479.20000000000016,296,168.60000000000005
 522 | 112,0,1,no,no,no,558.4,302,197.49
 523 | 88,0,4,yes,no,no,482.5,247,278.77
 524 | 122,27,7,no,no,yes,682.6,321,264.16
 525 | 61,0,2,no,no,no,359.00000000000006,282,182.94
 526 | 87,0,1,no,no,no,483.7,355,128.17
 527 | 176,0,2,no,no,no,388.8,330,195.6
 528 | 30,0,0,no,no,no,614.0999999999998,325,257.88
 529 | 95,22,0,no,no,yes,450.4,314,297.59
 530 | 46,0,2,no,no,no,490.00000000000006,352,245.18
 531 | 100,0,0,no,yes,no,622.9,333,258.0
 532 | 47,37,2,no,no,yes,606.4,270,289.61
 533 | 77,0,2,no,no,no,622.2,270,292.04
 534 | 98,38,2,no,no,yes,685.1,243,277.78
 535 | 125,36,1,no,no,yes,374.6,302,170.63000000000005
 536 | 67,0,4,no,no,no,632.6,329,318.49
 537 | 194,0,1,no,no,no,566.2,327,265.36
 538 | 128,40,1,no,no,yes,527.7,296,250.92
 539 | 190,22,0,no,no,yes,479.0,290,172.61
 540 | 165,0,0,no,no,no,644.4999999999999,361,291.2
 541 | 59,0,2,no,no,no,551.8,333,266.7
 542 | 47,28,1,no,no,yes,430.6,288,159.02
 543 | 150,29,0,no,no,yes,516.4,243,199.18
 544 | 152,20,9,yes,yes,yes,770.3,297,342.87999999999994
 545 | 26,0,3,no,no,no,646.1,338,259.44
 546 | 79,31,3,no,no,yes,434.7,325,121.32
 547 | 95,27,1,no,no,yes,658.3,314,326.45
 548 | 69,0,2,yes,yes,no,707.9,309,249.67
 549 | 95,41,5,yes,yes,yes,481.6,228,182.83
 550 | 31,31,0,no,no,yes,607.3,285,306.03
 551 | 121,31,4,no,no,yes,649.5,270,266.07
 552 | 111,0,4,yes,no,no,522.6,273,213.02
 553 | 157,0,2,no,no,no,553.3,330,180.19
 554 | 44,0,3,yes,no,no,748.7,298,274.72
 555 | 61,0,2,no,yes,no,392.20000000000016,358,145.53
 556 | 65,0,2,no,no,no,569.9000000000002,287,206.96
 557 | 74,25,2,no,no,yes,503.1,264,230.21
 558 | 123,0,0,no,no,no,702.2,293,293.29
 559 | 58,20,1,no,no,yes,654.3,293,301.05
 560 | 74,0,2,yes,no,no,691.0999999999997,318,322.37
 561 | 125,0,2,no,no,no,584.4000000000002,322,358.17999999999995
 562 | 80,0,1,no,no,no,653.4000000000002,301,306.47
 563 | 53,18,0,no,no,yes,642.7,328,239.99
 564 | 99,28,1,no,no,yes,646.6999999999998,311,239.51
 565 | 99,0,1,no,no,no,485.6,300,277.24
 566 | 66,29,2,no,no,yes,726.3,308,304.9600000000001
 567 | 97,0,3,no,no,no,527.7,282,181.75
 568 | 75,37,2,no,no,yes,652.8999999999999,309,306.67
 569 | 85,0,2,no,yes,no,554.9,295,207.41
 570 | 108,0,2,no,no,no,607.5,282,216.54
 571 | 133,32,2,yes,yes,yes,670.3,348,240.77
 572 | 51,0,1,no,no,no,575.8999999999999,316,246.0
 573 | 186,26,2,no,no,yes,562.4000000000002,316,341.25000000000006
 574 | 44,0,1,no,yes,no,486.8,285,181.83
 575 | 64,31,3,no,no,yes,653.2,322,237.03
 576 | 44,0,2,yes,no,no,794.3000000000003,282,357.34000000000015
 577 | 114,36,1,no,no,yes,707.9000000000003,286,265.3
 578 | 92,0,3,no,no,no,659.9000000000002,279,284.59
 579 | 110,0,2,no,no,no,481.5,328,190.23
 580 | 90,30,1,no,no,yes,565.3000000000002,298,203.43
 581 | 72,21,1,no,no,yes,725.4000000000003,317,260.29999999999995
 582 | 113,0,1,yes,no,no,810.1,382,324.19
 583 | 171,25,3,no,no,yes,567.4000000000002,288,213.85
 584 | 104,0,1,no,no,no,499.2,324,220.51
 585 | 165,0,1,no,no,no,665.5,263,370.4
 586 | 104,0,0,yes,no,no,720.9999999999999,305,259.54999999999995
 587 | 110,0,1,no,no,no,430.9,339,235.88
 588 | 90,0,1,no,yes,no,649.8000000000002,389,282.81
 589 | 114,0,1,no,no,no,415.2,303,223.21
 590 | 101,0,5,yes,no,no,533.4,301,218.76
 591 | 117,14,1,no,no,yes,430.4,288,162.69
 592 | 109,0,2,no,no,no,688.6999999999997,306,231.49
 593 | 82,0,1,no,no,no,529.3,338,233.84
 594 | 92,0,2,no,no,no,486.50000000000006,318,257.02
 595 | 82,29,2,no,no,yes,640.0999999999998,345,236.31
 596 | 90,0,2,no,no,no,649.8,331,333.95
 597 | 87,28,1,no,no,yes,553.9,301,300.04
 598 | 124,0,3,no,no,no,491.20000000000016,251,242.58
 599 | 39,0,2,no,no,no,507.4,282,284.34
 600 | 84,0,1,no,no,no,506.8,314,219.76
 601 | 75,46,0,no,no,yes,671.0,305,313.87
 602 | 102,0,2,no,no,no,528.2,310,218.98
 603 | 62,0,0,yes,yes,no,492.69999999999993,273,174.76
 604 | 143,0,1,no,no,no,517.1,288,200.19
 605 | 53,0,3,no,no,no,578.9,360,290.77
 606 | 30,0,1,no,no,no,576.1999999999998,362,228.44
 607 | 112,0,2,yes,no,no,825.7,326,355.46
 608 | 129,0,0,no,no,no,571.3000000000002,329,187.07
 609 | 63,29,1,no,no,yes,507.70000000000016,262,286.96
 610 | 28,0,0,no,no,no,655.8000000000002,309,274.12
 611 | 111,0,3,no,no,no,579.6,257,219.97
 612 | 91,0,3,no,no,no,663.1999999999998,362,336.65
 613 | 90,0,1,no,no,no,659.6,225,361.93
 614 | 151,0,4,no,no,no,593.2,373,253.02
 615 | 105,29,1,yes,yes,yes,642.1,298,258.65
 616 | 41,37,2,no,no,yes,658.1,326,259.21000000000004
 617 | 48,43,1,no,no,yes,613.3,276,292.0100000000001
 618 | 166,35,2,no,yes,yes,710.3999999999999,388,359.85
 619 | 79,0,3,no,no,no,629.9,386,254.21
 620 | 153,0,1,no,no,no,504.4,306,198.72
 621 | 110,0,0,yes,yes,no,763.2,264,348.71
 622 | 163,0,1,no,no,no,666.4,301,332.93999999999994
 623 | 126,0,1,no,no,no,434.70000000000016,308,200.21
 624 | 105,33,2,no,no,yes,488.1,342,177.42000000000004
 625 | 172,0,3,no,no,no,633.7,308,327.54
 626 | 126,0,0,no,no,no,636.3000000000002,315,307.98
 627 | 97,0,3,no,no,no,529.3,304,198.62
 628 | 95,37,0,yes,yes,yes,614.7,292,268.62
 629 | 87,0,4,no,no,no,673.6999999999998,289,319.83
 630 | 97,0,1,no,no,no,489.0,309,198.36
 631 | 76,0,0,yes,no,no,750.6000000000001,355,294.07
 632 | 140,0,0,no,no,no,604.7,303,286.63
 633 | 169,0,0,no,no,no,533.9,278,241.57
 634 | 68,22,3,no,no,yes,557.1999999999998,309,228.07
 635 | 122,34,2,no,no,yes,471.70000000000016,302,266.61999999999995
 636 | 36,0,2,no,no,no,719.5999999999997,324,372.33
 637 | 120,27,5,no,no,yes,614.2,258,313.38
 638 | 121,0,1,no,no,no,526.2,369,221.48
 639 | 64,19,0,no,no,yes,552.5,319,291.57
 640 | 13,31,1,no,no,yes,685.1,307,332.1
 641 | 106,0,0,no,no,no,484.6,312,256.41
 642 | 88,0,2,no,no,no,549.1,299,259.82
 643 | 74,0,1,no,no,no,582.0999999999998,331,265.5
 644 | 83,0,0,no,no,no,597.1,280,242.74
 645 | 49,0,0,no,no,no,734.3000000000003,307,313.68
 646 | 111,24,1,no,no,yes,654.7,312,282.98
 647 | 50,22,3,no,no,yes,597.7,361,225.94
 648 | 153,28,0,no,no,yes,649.1999999999998,223,241.54
 649 | 88,0,1,no,no,no,482.70000000000016,348,208.12
 650 | 131,39,0,no,no,yes,284.3,356,132.34
 651 | 79,0,3,yes,no,no,735.0,231,332.26
 652 | 140,0,2,no,no,no,607.3,326,172.75
 653 | 105,0,1,no,no,no,607.5,251,244.06
 654 | 54,39,3,no,no,yes,543.1,336,256.67
 655 | 87,22,3,no,no,yes,583.8000000000002,292,273.40000000000003
 656 | 96,31,1,no,no,yes,569.5,330,238.84
 657 | 79,0,5,yes,no,no,592.6,273,287.75
 658 | 55,0,0,no,no,no,636.1999999999998,324,348.64
 659 | 130,0,2,no,no,no,497.00000000000006,306,201.29
 660 | 34,0,0,no,no,no,478.9,296,234.51
 661 | 139,0,1,no,no,no,445.8,268,180.67
 662 | 109,0,1,yes,no,no,776.6,284,279.78000000000003
 663 | 65,31,1,no,no,yes,671.8,256,299.8
 664 | 63,0,0,no,no,no,720.3999999999999,233,330.28
 665 | 152,0,3,no,no,no,412.69999999999993,306,128.18
 666 | 147,0,1,no,no,no,620.4,311,302.61
 667 | 112,22,2,no,no,yes,681.8,378,327.3
 668 | 120,0,2,no,no,no,563.6,323,216.83
 669 | 27,0,0,no,no,no,457.8,333,187.56
 670 | 171,0,1,no,no,no,639.0999999999998,334,274.87
 671 | 101,33,0,no,no,yes,609.6,324,268.6
 672 | 32,26,1,no,no,yes,728.0999999999997,318,291.87
 673 | 3,36,2,no,no,yes,455.4,337,150.70000000000005
 674 | 151,0,0,no,no,no,491.6,286,212.67
 675 | 60,0,3,no,no,no,596.4000000000002,243,266.25
 676 | 119,0,1,no,no,no,613.6,263,264.99999999999994
 677 | 43,0,1,no,no,no,642.0,329,330.43
 678 | 42,0,0,no,no,no,520.5,343,212.81
 679 | 84,0,1,no,no,no,580.8,291,183.13
 680 | 65,0,0,no,no,no,564.0,328,237.55
 681 | 75,0,1,yes,yes,no,766.1,302,285.32000000000005
 682 | 116,0,1,no,no,no,598.2,293,266.95000000000005
 683 | 107,0,0,no,no,no,546.9,269,304.52
 684 | 189,38,3,no,no,yes,541.6,308,188.05
 685 | 123,0,1,no,no,no,609.6,334,260.86
 686 | 110,0,3,no,no,no,548.9,248,253.45
 687 | 63,32,1,no,no,yes,457.30000000000007,334,264.66
 688 | 176,0,3,no,no,no,602.1,289,220.24
 689 | 108,0,1,no,no,no,616.0,342,278.06999999999994
 690 | 13,21,3,no,no,yes,796.7,302,346.48
 691 | 71,0,1,no,no,no,544.4000000000002,328,193.2
 692 | 88,0,2,no,no,no,636.5,326,298.11
 693 | 137,0,1,no,no,no,522.9000000000002,319,224.63
 694 | 82,0,4,no,no,no,660.1,281,257.37
 695 | 92,29,3,no,no,yes,606.8,336,310.97
 696 | 165,0,6,no,no,no,622.5,302,249.28
 697 | 96,0,1,no,no,no,434.9,330,258.8
 698 | 156,0,1,no,no,no,533.9000000000002,271,224.4
 699 | 63,0,0,no,no,no,638.6,255,266.99999999999994
 700 | 37,0,0,no,no,no,707.5,274,374.02
 701 | 98,0,0,no,no,no,606.1,288,251.99
 702 | 121,0,0,no,no,no,410.2,308,206.04
 703 | 94,0,0,no,no,no,434.4,319,173.27
 704 | 99,0,1,no,no,no,612.8000000000002,329,304.8
 705 | 163,23,1,no,no,yes,589.6999999999998,293,286.36
 706 | 161,0,3,no,no,no,615.3,294,258.69
 707 | 99,0,1,no,no,no,471.3,271,209.13
 708 | 108,0,1,no,no,no,608.9,267,257.37
 709 | 84,42,3,no,no,yes,657.2,294,321.69
 710 | 83,32,2,no,yes,yes,460.1,324,241.5
 711 | 139,0,2,no,no,no,563.2,259,256.82
 712 | 69,0,3,no,no,no,684.4,301,326.6
 713 | 129,0,4,no,no,no,665.5,306,274.98999999999995
 714 | 106,0,2,no,no,no,425.4,283,269.28
 715 | 158,0,2,no,no,no,643.3,337,277.08000000000004
 716 | 168,22,2,no,no,yes,569.4,261,232.21
 717 | 115,0,1,yes,yes,no,659.3999999999999,326,225.75
 718 | 57,30,2,no,yes,yes,709.9,344,340.44
 719 | 67,0,1,no,no,no,616.8,291,244.18
 720 | 127,0,1,no,no,no,545.5,353,240.22
 721 | 78,0,2,no,no,no,653.0,291,320.0800000000001
 722 | 100,38,0,no,no,yes,590.9,270,299.64
 723 | 103,36,6,yes,no,yes,434.1,287,206.35
 724 | 113,0,1,no,no,no,527.9,341,166.88000000000005
 725 | 78,0,3,no,no,no,595.7,305,263.34
 726 | 129,36,1,no,no,yes,602.6999999999998,309,278.5
 727 | 57,0,2,no,no,no,593.1,314,287.7399999999999
 728 | 82,0,1,no,no,no,609.8999999999999,315,341.7
 729 | 64,0,1,no,no,no,645.4000000000002,324,288.2100000000001
 730 | 86,39,2,no,no,yes,643.0,329,227.91000000000003
 731 | 151,26,0,no,no,yes,607.5,338,283.75
 732 | 94,0,3,yes,no,no,706.9,264,298.0
 733 | 90,0,2,no,no,no,734.0,329,298.72
 734 | 48,0,2,no,no,no,638.2,296,270.61
 735 | 85,37,2,no,no,yes,583.3,297,274.29
 736 | 93,20,1,no,yes,yes,544.7,335,232.77
 737 | 169,0,3,no,yes,no,538.0,285,315.5
 738 | 68,0,5,yes,no,no,517.8,268,241.95
 739 | 91,0,2,yes,yes,no,561.2,345,277.87
 740 | 68,0,1,no,no,no,622.0,295,270.43
 741 | 101,0,1,no,no,no,611.8999999999999,294,265.5
 742 | 67,20,1,no,no,yes,591.3,215,227.31
 743 | 66,0,0,no,no,no,453.70000000000016,317,168.0
 744 | 116,17,5,no,no,yes,693.5,344,315.67
 745 | 158,0,1,no,no,no,571.3,302,255.24
 746 | 78,0,1,no,no,no,645.7,301,268.23
 747 | 119,26,1,no,no,yes,560.6,307,199.29
 748 | 120,0,1,no,no,no,508.9,338,280.83000000000004
 749 | 155,0,1,no,no,no,614.9,342,286.8400000000001
 750 | 106,0,1,no,no,no,621.2,333,189.91
 751 | 87,0,1,no,yes,no,509.9,332,187.37
 752 | 146,32,3,no,no,yes,495.9,282,199.03
 753 | 101,29,0,no,no,yes,559.3000000000002,297,291.74
 754 | 22,23,3,no,no,yes,488.2,259,182.98
 755 | 90,0,2,no,no,no,417.9,322,200.19
 756 | 41,0,1,no,no,no,595.1,318,313.74999999999994
 757 | 69,0,2,no,no,no,522.2,275,157.89
 758 | 33,0,2,no,no,no,612.2,292,214.78
 759 | 112,0,1,no,no,no,556.8000000000002,302,236.82
 760 | 108,30,2,no,no,yes,684.4,313,254.29
 761 | 136,21,2,no,no,yes,690.7,309,383.59
 762 | 128,0,1,no,no,no,674.6,252,273.28000000000003
 763 | 27,0,2,no,no,no,582.6,322,208.14
 764 | 161,0,1,no,yes,no,642.8,338,248.11
 765 | 33,35,0,no,no,yes,780.6,301,390.1
 766 | 120,31,0,no,no,yes,621.4,259,295.88
 767 | 113,0,2,no,no,no,563.4,322,217.99
 768 | 122,0,0,yes,yes,no,667.5,290,253.5
 769 | 148,26,2,no,no,yes,614.1,383,302.38
 770 | 74,0,3,no,no,no,621.4000000000002,274,225.73
 771 | 106,0,1,no,no,no,593.1999999999998,305,207.47
 772 | 179,0,1,no,no,no,589.6999999999998,273,273.11
 773 | 149,28,5,yes,yes,yes,447.8,279,189.87
 774 | 77,0,0,no,no,no,619.8000000000002,305,276.03000000000003
 775 | 127,0,1,yes,yes,no,534.7,350,236.82
 776 | 80,0,1,no,no,no,598.9,300,285.8300000000001
 777 | 106,0,1,no,no,no,579.5,261,259.75
 778 | 61,20,0,no,no,yes,678.0,324,322.54
 779 | 135,24,2,no,yes,yes,582.8,247,286.4000000000001
 780 | 115,26,6,no,no,yes,627.0,260,286.98
 781 | 167,0,2,no,yes,no,641.0,295,237.13
 782 | 107,0,2,no,yes,no,622.1,248,225.81
 783 | 112,0,1,no,yes,no,507.5,390,187.52
 784 | 35,27,1,no,no,yes,681.9999999999999,260,357.6
 785 | 103,0,3,no,yes,no,522.8,272,320.51
 786 | 107,22,1,no,no,yes,675.4000000000002,350,313.19
 787 | 69,0,3,no,no,no,645.2,215,213.11
 788 | 85,0,0,no,no,no,616.0,264,264.67
 789 | 24,0,2,yes,no,no,668.0000000000001,299,256.61
 790 | 90,0,2,no,no,no,478.2,294,189.45
 791 | 137,0,3,no,no,no,513.7,257,217.73
 792 | 92,45,0,no,yes,yes,580.9,270,165.19
 793 | 38,0,2,no,no,no,605.2,242,226.1
 794 | 69,33,1,yes,yes,yes,698.5,287,242.75
 795 | 45,0,2,no,no,no,580.8,337,291.22
 796 | 73,0,1,no,no,no,609.6,318,231.33
 797 | 92,0,1,no,no,no,636.0,298,225.35
 798 | 113,32,1,no,no,yes,485.1,339,218.35
 799 | 68,0,1,yes,yes,no,580.9,379,255.25
 800 | 135,22,2,no,no,yes,605.8000000000002,348,200.26
 801 | 100,26,1,no,no,yes,520.9,370,265.24
 802 | 96,27,1,no,no,yes,672.9,296,253.72000000000003
 803 | 108,0,1,no,no,no,638.1,336,249.79
 804 | 84,0,0,no,no,no,763.6,290,319.76
 805 | 134,0,1,no,no,no,765.5,264,364.47
 806 | 72,0,0,no,no,no,692.9,244,284.59
 807 | 83,0,0,no,no,no,512.3,284,159.64
 808 | 137,0,0,no,no,no,477.4,344,188.33
 809 | 56,30,1,no,no,yes,505.9,319,242.87
 810 | 61,16,0,no,yes,yes,545.0999999999998,232,202.42
 811 | 171,17,1,no,no,yes,633.5999999999998,299,263.68
 812 | 123,0,1,no,no,no,594.4,344,209.7
 813 | 58,0,0,no,no,no,530.0,348,238.2
 814 | 156,0,1,no,no,no,429.20000000000016,262,231.25
 815 | 166,0,0,no,no,no,656.3999999999999,304,256.57
 816 | 75,41,1,no,no,yes,518.4,297,222.32
 817 | 75,0,2,yes,no,no,775.2,291,367.38000000000005
 818 | 83,0,1,no,no,no,659.1999999999998,298,280.88
 819 | 243,0,2,no,no,no,530.0,279,308.02
 820 | 153,0,1,no,no,no,614.5,327,268.63
 821 | 150,0,1,no,no,no,596.8000000000002,334,290.9000000000001
 822 | 92,16,2,no,no,yes,458.2,332,234.63
 823 | 80,0,0,no,no,no,352.4,290,223.39
 824 | 134,0,1,no,no,no,580.1,283,293.74
 825 | 77,24,1,no,no,yes,457.70000000000016,236,220.8
 826 | 147,0,2,no,no,no,502.6,308,206.03000000000003
 827 | 74,0,1,no,no,no,577.6,315,240.78
 828 | 138,0,1,no,yes,no,580.8000000000002,315,242.33
 829 | 143,0,0,no,no,no,642.0,357,281.03000000000003
 830 | 64,0,2,no,no,no,641.8,350,330.03
 831 | 120,0,2,no,no,no,558.5999999999998,213,181.22
 832 | 121,0,3,yes,yes,no,516.1,331,292.25
 833 | 88,0,2,no,no,no,670.1999999999998,280,306.16
 834 | 87,0,2,yes,no,no,722.6999999999997,331,269.34
 835 | 100,0,0,no,no,no,580.4,321,202.46
 836 | 104,0,3,no,no,no,427.7,287,261.84000000000003
 837 | 27,0,1,no,no,no,357.0,266,101.52
 838 | 81,31,0,no,no,yes,614.3,321,233.85
 839 | 64,33,0,no,yes,yes,545.6,319,296.19
 840 | 107,28,1,no,no,yes,744.1999999999997,348,299.19
 841 | 88,17,1,no,no,yes,646.0000000000001,269,257.32000000000005
 842 | 111,0,3,no,no,no,604.1,348,277.74
 843 | 77,0,5,no,no,no,560.3,312,224.23
 844 | 67,0,2,no,yes,no,462.4,287,142.99
 845 | 102,0,1,no,no,no,537.5,308,228.61
 846 | 146,19,1,no,no,yes,569.4,258,272.99
 847 | 144,51,1,no,no,yes,682.2,296,272.41
 848 | 96,0,1,yes,no,no,677.4,335,358.61
 849 | 70,31,1,no,no,yes,585.3,282,304.93999999999994
 850 | 149,0,0,no,no,no,646.5,306,275.93
 851 | 129,0,2,no,no,no,583.7,300,175.11999999999995
 852 | 166,0,0,no,no,no,584.1999999999998,343,311.24
 853 | 136,0,3,yes,yes,no,494.4,273,130.53
 854 | 149,0,3,no,no,no,727.7,267,299.96
 855 | 70,0,3,no,no,no,638.4,305,316.91
 856 | 120,24,2,no,no,yes,707.7,308,298.72
 857 | 66,0,2,no,no,no,630.0,383,256.29
 858 | 104,0,1,no,no,no,532.1,345,269.68
 859 | 160,0,1,no,no,no,645.3,304,324.87
 860 | 129,37,1,no,no,yes,567.1,286,245.39
 861 | 93,0,3,yes,no,no,764.8999999999999,281,342.07
 862 | 169,0,2,no,no,no,592.9,339,286.91
 863 | 58,0,1,no,no,no,570.3,361,265.04999999999995
 864 | 75,38,3,no,no,yes,669.1999999999998,363,405.18
 865 | 45,0,1,no,no,no,590.4999999999999,303,279.22
 866 | 155,0,3,no,no,no,438.2,323,129.94
 867 | 52,0,4,no,no,no,545.6,324,214.46
 868 | 119,27,0,no,no,yes,645.9,344,216.31
 869 | 86,0,1,no,no,no,514.4000000000002,263,259.43
 870 | 42,0,0,no,no,no,585.0,324,204.64
 871 | 127,0,2,no,yes,no,647.6999999999998,341,311.7100000000001
 872 | 123,0,0,no,no,no,629.5,338,312.87
 873 | 98,0,4,yes,no,no,757.6,345,362.83
 874 | 149,43,1,no,no,yes,633.6999999999998,284,305.29
 875 | 160,0,1,no,no,no,719.7,304,372.37
 876 | 103,0,5,no,no,no,558.6999999999998,318,266.7
 877 | 132,15,1,no,no,yes,557.9,328,204.91
 878 | 137,0,1,no,no,no,601.6,311,201.47
 879 | 129,0,1,no,yes,no,589.1999999999998,313,181.14
 880 | 62,0,1,no,no,no,519.5,248,142.83
 881 | 122,33,4,no,no,yes,672.9,318,245.51
 882 | 32,0,1,no,no,no,570.3,255,260.08000000000004
 883 | 86,0,3,no,no,no,623.0,329,342.7600000000001
 884 | 130,0,1,no,no,no,575.2,367,174.37
 885 | 42,0,1,no,no,no,455.20000000000016,326,95.81
 886 | 73,0,2,no,no,no,567.1,274,220.39
 887 | 66,26,2,no,no,yes,694.3000000000003,341,264.85
 888 | 103,31,0,no,no,yes,501.7,329,241.8
 889 | 128,0,1,no,no,no,701.2,250,333.7100000000001
 890 | 104,0,2,no,no,no,657.8,306,293.0900000000001
 891 | 103,0,0,no,no,no,432.6,331,227.97
 892 | 124,0,0,no,no,no,603.4,299,240.9
 893 | 87,0,1,no,no,no,483.1,342,250.83
 894 | 109,27,1,yes,no,yes,597.7,278,256.67
 895 | 167,0,2,no,yes,no,493.0,309,234.33
 896 | 97,0,4,yes,no,no,496.6,263,241.01
 897 | 106,0,2,no,no,no,571.0,315,243.87
 898 | 125,0,2,no,no,no,502.8,363,254.13
 899 | 108,35,0,no,no,yes,627.4,327,262.13
 900 | 125,0,1,no,no,no,621.8,337,319.7800000000001
 901 | 89,32,1,no,no,yes,692.6000000000001,316,293.55
 902 | 72,29,0,no,yes,yes,504.5,299,267.96000000000004
 903 | 23,0,2,yes,no,no,725.6,383,226.56
 904 | 149,0,7,no,no,no,601.9000000000002,305,266.8
 905 | 73,0,0,no,no,no,574.8,288,219.74
 906 | 61,0,1,yes,no,no,714.2,323,309.7800000000001
 907 | 161,0,4,yes,no,no,481.0,311,256.29
 908 | 73,0,0,no,no,no,551.5,291,198.24
 909 | 118,24,1,no,no,yes,490.1,230,290.51
 910 | 23,0,6,no,no,no,591.4000000000002,274,280.21000000000004
 911 | 127,25,0,no,no,yes,515.5,314,306.0499999999999
 912 | 42,32,0,no,no,yes,540.1,314,244.12
 913 | 118,0,5,yes,no,no,807.2,368,294.2999999999999
 914 | 45,0,2,no,no,no,453.80000000000007,273,210.6
 915 | 50,24,1,no,no,yes,827.2,318,390.48
 916 | 179,0,0,yes,no,no,851.8,353,354.13
 917 | 152,0,2,no,no,no,448.8,336,238.7
 918 | 105,0,2,no,no,no,625.8000000000002,317,283.34
 919 | 72,0,0,no,no,no,528.9,283,339.73
 920 | 52,0,1,no,no,no,780.9000000000003,307,414.78
 921 | 125,0,1,no,no,no,533.6,324,247.56
 922 | 143,0,1,no,no,no,455.0,268,209.77
 923 | 65,0,1,no,no,no,537.1999999999998,238,249.83
 924 | 80,0,1,no,no,no,755.8,283,436.08
 925 | 1,0,1,no,no,no,489.8,255,266.45
 926 | 60,0,1,no,no,no,553.1999999999998,326,255.83
 927 | 43,0,1,no,no,no,371.9,318,229.02
 928 | 143,0,0,no,no,no,508.8,303,236.03
 929 | 81,24,0,no,no,yes,476.8,306,187.43000000000004
 930 | 205,24,2,no,no,yes,519.3,306,234.01
 931 | 24,0,1,no,no,no,608.2,326,279.39
 932 | 74,0,0,no,no,no,640.3999999999999,329,322.56
 933 | 77,0,1,no,no,no,511.9,293,278.52
 934 | 74,0,1,no,no,no,671.7,312,221.99
 935 | 74,0,1,yes,yes,no,555.0,346,259.58
 936 | 200,0,1,no,no,no,450.2,317,221.72
 937 | 86,0,4,no,no,no,717.9,290,328.04
 938 | 91,37,0,no,no,yes,682.8000000000002,320,339.83
 939 | 76,0,2,no,no,no,562.8000000000002,294,244.6
 940 | 130,0,1,no,no,no,594.5999999999998,288,322.72
 941 | 56,0,2,no,no,no,582.9999999999999,302,348.17
 942 | 117,0,0,no,no,no,630.5,354,267.43
 943 | 63,0,2,no,no,no,677.5,286,292.84
 944 | 126,0,0,no,no,no,581.8,314,270.41
 945 | 132,0,1,no,no,no,683.4,324,337.85
 946 | 81,28,4,yes,no,yes,560.8000000000002,361,248.92
 947 | 122,0,2,no,no,no,570.2,291,290.26
 948 | 46,0,2,yes,no,no,736.3,270,283.17
 949 | 150,28,1,no,no,yes,556.9,289,257.73
 950 | 99,0,1,no,no,no,579.1999999999998,321,309.84
 951 | 87,0,1,no,no,no,644.0999999999998,295,243.31000000000003
 952 | 108,0,1,no,no,no,523.4,324,218.1
 953 | 101,0,4,no,no,no,595.7,257,254.3
 954 | 53,0,3,no,no,no,525.8000000000002,325,207.63
 955 | 132,39,2,no,no,yes,597.0,308,283.75
 956 | 158,0,2,no,no,no,609.7,359,278.83
 957 | 114,34,0,no,no,yes,594.5999999999998,359,265.73
 958 | 77,23,2,no,no,yes,605.9,250,267.93
 959 | 144,0,0,no,yes,no,635.9,278,251.52
 960 | 91,23,3,no,no,yes,621.1999999999998,316,257.71
 961 | 58,0,2,no,no,no,487.70000000000016,310,243.93000000000004
 962 | 5,0,3,no,no,no,613.8,206,277.0
 963 | 97,0,0,no,no,no,693.0,245,222.84
 964 | 107,0,3,no,no,no,589.7,296,280.59
 965 | 142,30,1,no,no,yes,600.5999999999998,260,325.3400000000001
 966 | 9,31,1,no,no,yes,600.8999999999999,332,253.56
 967 | 73,0,0,no,no,no,558.1,324,182.11
 968 | 48,22,2,yes,no,yes,689.7,308,327.12
 969 | 43,0,0,no,no,no,554.5,371,191.66
 970 | 122,33,1,yes,no,yes,601.2,327,226.49
 971 | 93,0,0,no,no,no,591.1999999999998,228,192.85
 972 | 85,0,1,no,no,no,632.4,296,281.7
 973 | 59,0,3,no,no,no,690.5,262,335.75
 974 | 87,0,1,no,no,no,557.5999999999998,282,216.96
 975 | 137,0,0,no,no,no,466.00000000000006,285,177.1
 976 | 21,31,6,no,no,yes,595.5,270,235.87
 977 | 129,0,0,yes,no,no,727.8,311,275.56
 978 | 104,0,0,no,no,no,539.4,263,313.46
 979 | 93,21,4,yes,no,yes,495.1,325,234.81
 980 | 63,0,4,yes,no,no,781.6,338,307.62
 981 | 161,0,0,no,no,no,551.6,323,271.95000000000005
 982 | 50,0,3,no,no,no,556.2,330,211.2
 983 | 103,24,1,no,no,yes,626.6,272,321.61
 984 | 84,33,1,no,no,yes,535.3,333,266.29
 985 | 92,0,1,no,no,no,667.3,332,288.8900000000001
 986 | 77,0,1,no,no,no,655.0,306,258.24
 987 | 64,0,1,yes,yes,no,884.9999999999999,245,371.55
 988 | 159,15,1,no,no,yes,466.20000000000016,394,238.88
 989 | 110,27,1,yes,yes,yes,717.6,285,256.27
 990 | 138,0,3,no,no,no,528.1,364,278.11999999999995
 991 | 178,0,1,no,no,no,623.6,341,220.15
 992 | 38,31,0,no,no,yes,749.9,294,368.16
 993 | 50,35,2,no,no,yes,551.9,301,272.29
 994 | 45,26,1,no,no,yes,313.3,331,96.62
 995 | 70,0,0,no,no,no,533.4,303,303.52
 996 | 147,33,3,no,no,yes,709.4,310,288.47
 997 | 94,0,1,no,no,no,495.1,305,198.59
 998 | 179,0,0,no,no,no,511.4,308,230.11
 999 | 116,0,2,no,no,no,592.8,265,213.12
1000 | 59,0,0,no,no,no,602.4000000000002,287,237.94000000000003
1001 | 165,0,0,no,no,no,434.9,297,108.4
1002 | 133,0,2,yes,no,no,635.8,362,192.59
1003 | 140,0,1,no,no,no,561.9,303,310.15
1004 | 93,32,2,no,no,yes,551.0999999999998,281,289.19
1005 | 52,38,0,no,no,yes,575.4000000000002,274,229.93
1006 | 64,27,1,no,no,yes,507.6,320,206.72
1007 | 12,0,2,no,yes,no,563.0,357,279.29
1008 | 48,0,2,no,no,no,649.5999999999998,294,201.0
1009 | 181,0,1,no,no,no,568.1,251,275.95000000000005
1010 | 168,42,2,no,no,yes,486.3,281,218.68
1011 | 155,0,3,no,no,no,528.9,328,224.22000000000003
1012 | 105,0,0,no,no,no,675.4,339,241.31
1013 | 11,0,2,no,no,no,636.5,286,254.33
1014 | 182,0,2,no,no,no,569.5999999999998,327,306.68
1015 | 104,0,1,no,no,no,585.0,246,279.22
1016 | 102,0,0,no,no,no,513.0,356,347.71000000000015
1017 | 122,0,0,no,no,no,663.6,309,283.53
1018 | 41,0,1,no,no,no,499.0,338,242.83
1019 | 132,0,2,no,no,no,606.1999999999998,336,237.48
1020 | 76,0,1,yes,no,no,675.6999999999998,323,245.72
1021 | 13,0,1,no,no,no,522.9,265,267.01
1022 | 115,33,2,no,no,yes,596.0,370,298.21
1023 | 67,0,1,no,no,no,454.2,243,160.31
1024 | 154,0,0,no,no,no,518.4000000000002,290,241.4
1025 | 100,0,2,no,no,no,468.1,300,170.56
1026 | 146,0,1,no,yes,no,621.3000000000002,289,271.91
1027 | 148,11,1,no,no,yes,812.3,317,345.11
1028 | 67,28,2,no,no,yes,555.8,283,210.38
1029 | 161,0,1,yes,yes,no,711.4,341,324.06
1030 | 70,0,1,no,no,no,662.2,349,289.79
1031 | 116,0,0,no,no,no,675.9,312,294.72
1032 | 99,42,2,yes,no,yes,673.0999999999998,333,284.18
1033 | 87,0,1,no,no,no,490.9,285,215.94
1034 | 87,0,1,no,no,no,589.5,274,267.96
1035 | 70,0,2,no,no,no,594.3000000000002,337,233.7
1036 | 131,0,2,no,no,no,502.3,298,225.66
1037 | 119,0,2,no,no,no,577.2,299,221.85
1038 | 119,32,3,no,no,yes,533.8,307,223.87
1039 | 87,0,0,no,yes,no,483.0,258,220.62
1040 | 112,0,5,yes,no,no,386.80000000000007,317,185.93
1041 | 75,0,2,no,no,no,606.2,286,314.89
1042 | 150,0,4,no,no,no,658.1000000000001,304,302.88
1043 | 161,38,0,no,no,yes,664.4000000000002,332,277.74
1044 | 91,24,0,no,yes,yes,527.4999999999999,376,285.69
1045 | 124,0,3,no,no,no,559.3,293,235.03
1046 | 94,0,4,no,yes,no,492.3,300,154.95
1047 | 217,0,4,no,no,no,651.1,353,366.4
1048 | 158,0,0,no,no,no,702.8000000000003,317,303.67
1049 | 102,0,0,no,no,no,635.6,281,276.51
1050 | 85,0,0,no,no,no,611.7,329,228.23
1051 | 79,0,1,no,no,no,564.3,290,295.48
1052 | 139,25,2,no,no,yes,470.1,276,225.33
1053 | 103,0,0,no,no,no,667.5,301,287.14
1054 | 98,0,1,no,yes,no,446.2,254,203.04
1055 | 78,0,2,no,no,no,605.4000000000002,305,298.1
1056 | 50,0,1,no,no,no,453.5,327,250.26
1057 | 161,0,1,no,no,no,470.70000000000016,275,188.82
1058 | 67,0,0,no,no,no,508.5,345,256.04
1059 | 86,38,1,no,no,yes,408.4,384,180.3
1060 | 92,0,0,no,no,no,491.9,304,134.43
1061 | 174,0,1,no,no,no,542.0999999999998,315,169.40999999999997
1062 | 124,0,1,no,no,no,470.9,303,225.15
1063 | 132,31,1,no,no,yes,603.2,291,233.91
1064 | 190,26,1,no,no,yes,447.6,265,217.89
1065 | 101,0,1,no,no,no,495.6,349,283.54
1066 | 185,30,2,no,yes,yes,544.1,328,309.8
1067 | 68,29,0,no,no,yes,621.0,263,236.06
1068 | 117,25,0,no,no,yes,719.8,325,338.92
1069 | 118,0,1,no,no,no,610.8000000000002,289,294.16
1070 | 124,0,0,no,no,no,520.5,382,165.59
1071 | 22,0,1,no,no,no,583.9,315,250.77
1072 | 75,0,1,no,no,no,537.1999999999998,339,226.11
1073 | 134,0,1,no,no,no,629.9,393,243.85
1074 | 164,25,1,no,no,yes,435.00000000000006,253,106.34
1075 | 44,0,1,no,no,no,536.4,272,266.33000000000004
1076 | 177,0,2,no,no,no,632.7,287,279.6
1077 | 110,0,0,no,no,no,573.9,277,213.48
1078 | 53,27,1,no,no,yes,467.0,286,262.07
1079 | 108,0,4,yes,no,no,528.3,288,297.41
1080 | 80,0,0,yes,no,no,713.8,339,245.6
1081 | 158,0,1,no,no,no,649.4000000000002,290,276.15
1082 | 114,0,0,no,no,no,587.0,284,277.66
1083 | 64,19,1,no,no,yes,744.4,342,299.75
1084 | 88,0,3,no,no,no,614.8999999999999,266,237.23
1085 | 82,0,3,no,yes,no,610.0,280,239.99
1086 | 111,0,3,no,no,no,643.5999999999998,315,243.18
1087 | 60,0,2,no,no,no,596.0999999999998,322,179.95000000000005
1088 | 113,0,3,no,no,no,632.6999999999998,308,302.64
1089 | 109,0,1,no,no,no,700.2,367,336.76
1090 | 105,42,0,no,no,yes,579.5,255,292.23
1091 | 85,0,2,no,no,no,573.7,323,226.93
1092 | 131,0,0,no,no,no,526.6999999999998,253,217.56
1093 | 59,0,2,no,no,no,538.8000000000002,293,180.04999999999995
1094 | 148,0,1,no,no,no,530.2,300,221.06
1095 | 210,0,2,no,no,no,515.7,267,298.83
1096 | 115,0,0,no,no,no,641.3000000000002,296,297.39
1097 | 106,0,1,no,no,no,639.8,267,233.19
1098 | 93,0,1,no,no,no,610.4000000000002,325,301.15
1099 | 57,29,1,no,no,yes,767.7,326,333.08
1100 | 98,0,1,no,no,no,569.6999999999998,348,239.81
1101 | 157,0,3,no,no,no,595.8000000000002,297,220.05
1102 | 116,35,1,no,no,yes,696.0,297,283.6500000000001
1103 | 30,0,2,no,no,no,595.5,311,238.99
1104 | 111,0,4,yes,no,no,503.9,270,264.97
1105 | 52,0,0,no,no,no,596.8000000000002,297,272.11
1106 | 72,0,4,no,no,no,600.5,302,246.78
1107 | 135,28,2,yes,no,yes,615.6,352,220.44
1108 | 86,0,3,no,no,no,638.7,339,320.5200000000001
1109 | 98,29,3,no,no,yes,546.2,269,221.81000000000003
1110 | 151,0,3,no,no,no,535.0999999999998,313,270.90000000000003
1111 | 118,0,0,no,no,no,543.3,328,259.16
1112 | 117,0,2,no,no,no,663.9999999999999,303,313.17
1113 | 55,0,0,no,no,no,572.7,292,306.08
1114 | 82,0,0,no,no,no,574.3,292,352.09
1115 | 152,0,1,no,no,no,553.4000000000002,305,108.49
1116 | 108,15,1,no,no,yes,693.6999999999997,296,315.69
1117 | 98,0,1,yes,no,no,552.4000000000002,343,228.7
1118 | 130,0,3,no,no,no,686.6,298,326.16
1119 | 136,0,1,no,yes,no,576.5999999999998,348,212.99
1120 | 47,0,3,no,no,no,602.8,278,303.84
1121 | 189,0,3,no,no,no,635.4,354,245.74
1122 | 107,0,1,no,no,no,481.8,347,200.55
1123 | 91,0,5,yes,no,no,574.3000000000002,371,294.42
1124 | 159,0,1,yes,no,no,687.6,363,308.77
1125 | 11,24,2,no,no,yes,655.4,299,341.1
1126 | 167,0,1,no,no,no,648.6999999999998,320,291.14
1127 | 111,0,2,no,no,no,507.4,284,277.92
1128 | 99,19,2,no,no,yes,500.3,305,226.34
1129 | 159,19,0,no,no,yes,621.1,253,288.14
1130 | 114,31,2,no,yes,yes,527.3,297,173.57999999999996
1131 | 71,0,2,no,no,no,415.6,282,203.98
1132 | 122,0,1,no,no,no,480.2,211,287.69
1133 | 100,25,1,no,no,yes,590.8,320,255.79
1134 | 83,37,1,no,no,yes,480.5,316,222.22
1135 | 64,0,5,yes,no,no,541.3,301,268.24
1136 | 105,0,1,no,no,no,588.6999999999998,316,181.64
1137 | 144,33,2,no,no,yes,670.6,305,281.47
1138 | 106,26,1,yes,yes,yes,753.9,341,333.56
1139 | 19,34,1,no,no,yes,652.9999999999999,330,321.37
1140 | 46,0,1,no,no,no,549.8000000000002,277,227.27
1141 | 127,0,2,no,no,no,593.0,348,237.07
1142 | 9,39,1,no,no,yes,583.1,343,251.75
1143 | 157,0,1,no,no,no,614.1,257,259.25
1144 | 105,0,6,yes,no,no,499.5,272,194.28
1145 | 105,29,0,no,no,yes,710.9,323,313.78
1146 | 155,0,2,no,no,no,507.1,262,193.42
1147 | 31,0,0,no,no,no,498.1,328,214.74
1148 | 161,0,1,no,no,no,599.7,277,280.31
1149 | 95,32,0,no,no,yes,632.3000000000002,267,264.51
1150 | 122,0,3,no,no,no,486.7,304,261.15
1151 | 37,0,2,no,yes,no,499.4,286,279.65
1152 | 132,0,5,yes,no,no,495.30000000000007,323,216.29
1153 | 119,24,0,no,no,yes,506.5,235,197.33000000000004
1154 | 16,0,1,no,no,no,485.2,280,151.01999999999995
1155 | 99,0,1,no,no,no,444.20000000000016,328,177.45999999999995
1156 | 76,26,1,no,no,yes,562.5,339,196.77
1157 | 167,0,4,yes,no,no,522.3,317,219.2
1158 | 129,0,1,no,no,no,478.9,353,135.54
1159 | 116,0,1,no,no,no,543.4,343,264.18
1160 | 60,0,1,no,yes,no,604.6,328,264.65000000000003
1161 | 128,0,0,no,no,no,516.6999999999998,347,208.54
1162 | 47,28,0,no,no,yes,444.3,283,209.29
1163 | 40,0,3,no,yes,no,639.9,261,341.04
1164 | 173,0,0,no,no,no,428.0,234,150.98
1165 | 157,30,1,no,no,yes,766.8000000000003,334,392.32
1166 | 66,32,2,no,no,yes,461.9,323,184.45
1167 | 50,26,0,no,yes,yes,779.4,284,261.74000000000007
1168 | 72,0,3,no,no,no,511.8,351,261.43
1169 | 130,0,1,no,no,no,606.4999999999999,277,291.38
1170 | 143,0,1,no,no,no,614.4,262,295.24
1171 | 89,0,1,no,yes,no,525.6999999999998,311,230.8
1172 | 108,0,0,no,no,no,578.8000000000002,255,203.44
1173 | 32,0,1,no,no,no,484.00000000000006,325,184.13
1174 | 166,0,2,no,no,no,512.3000000000002,320,189.25
1175 | 109,0,1,no,no,no,717.6,328,337.25
1176 | 72,39,1,no,no,yes,536.9,303,215.02
1177 | 134,32,0,no,no,yes,501.6,274,229.7
1178 | 13,0,4,no,no,no,583.8000000000002,285,246.87
1179 | 90,0,3,no,no,no,588.4,299,323.17
1180 | 111,36,3,no,no,yes,525.0,257,165.27
1181 | 101,23,1,no,no,yes,555.5999999999998,295,194.8
1182 | 72,0,0,no,no,no,601.4,330,248.62
1183 | 67,35,1,no,no,yes,675.1,333,342.67999999999995
1184 | 172,0,3,yes,no,no,633.1,333,227.95
1185 | 154,32,2,no,no,yes,571.6,291,263.40000000000003
1186 | 69,0,2,no,no,no,661.8,286,281.72
1187 | 123,0,3,no,no,no,652.5999999999998,305,281.44
1188 | 130,12,0,no,no,yes,574.6,300,249.81
1189 | 142,26,2,no,no,yes,720.1999999999997,338,325.18
1190 | 29,0,1,no,no,no,593.5,291,336.08
1191 | 87,28,0,no,no,yes,553.6,327,229.71
1192 | 149,0,0,no,no,no,384.2,284,204.33
1193 | 146,0,2,no,yes,no,555.3000000000002,276,233.0
1194 | 88,0,4,yes,yes,no,780.0,255,362.08
1195 | 119,15,5,yes,yes,yes,460.5,317,133.36
1196 | 48,0,1,no,no,no,573.2,225,264.65
1197 | 135,0,1,no,no,no,615.5,344,238.34
1198 | 100,0,1,no,no,no,519.0,339,195.38
1199 | 98,0,4,no,no,no,738.4999999999999,276,363.9
1200 | 75,26,2,no,no,yes,478.4,306,180.52
1201 | 180,33,1,no,no,yes,679.2,282,277.47
1202 | 100,25,1,no,no,yes,665.6,343,250.06
1203 | 119,35,2,no,no,yes,695.4,324,318.57
1204 | 86,0,0,no,no,no,666.9,237,401.83
1205 | 155,39,1,no,no,yes,657.1999999999998,304,325.54
1206 | 78,0,1,yes,yes,no,664.0,321,224.64
1207 | 153,0,1,no,no,no,580.3,322,242.77
1208 | 92,25,0,no,no,yes,530.3000000000002,345,231.64
1209 | 13,25,2,no,no,yes,465.1,294,156.95000000000005
1210 | 154,0,3,no,no,no,612.7,336,267.71
1211 | 144,35,0,no,yes,yes,663.0,313,319.16
1212 | 48,0,1,no,no,no,622.3,287,230.38
1213 | 94,0,1,no,no,no,630.8000000000002,294,269.35
1214 | 139,0,1,no,no,no,597.6,354,230.63
1215 | 126,0,1,no,no,no,632.6999999999998,305,289.97
1216 | 122,0,2,no,no,no,581.8000000000002,319,279.84
1217 | 139,0,1,no,no,no,582.9,324,255.24
1218 | 95,0,3,no,no,no,462.1,325,151.92
1219 | 80,31,4,no,no,yes,566.1000000000001,254,208.92
1220 | 131,28,3,no,no,yes,724.3,320,314.49
1221 | 36,0,1,no,no,no,600.6,310,258.32
1222 | 180,0,2,no,no,no,550.4000000000002,283,225.48
1223 | 25,0,2,no,no,no,545.1,312,248.15
1224 | 113,0,3,no,no,no,617.6,306,222.18
1225 | 88,31,1,no,no,yes,613.9999999999999,319,269.22
1226 | 120,0,1,no,no,no,476.50000000000006,312,173.07
1227 | 74,0,1,no,no,no,348.9,272,128.08
1228 | 109,0,2,no,no,no,541.3,299,176.88000000000005
1229 | 162,33,0,no,no,yes,507.4,329,183.39
1230 | 124,37,1,no,no,yes,605.8,279,289.08
1231 | 177,0,2,no,no,no,560.4,257,258.32
1232 | 91,0,1,no,no,no,690.7,299,302.0
1233 | 105,0,0,yes,no,no,684.6999999999998,273,254.51
1234 | 24,0,0,yes,no,no,626.5,283,253.66000000000003
1235 | 48,0,0,no,no,no,301.49999999999994,232,149.81
1236 | 86,0,2,no,no,no,459.50000000000006,329,200.03
1237 | 163,0,4,no,no,no,557.6999999999998,221,211.14
1238 | 91,0,0,no,no,no,506.6,328,137.54999999999998
1239 | 56,0,3,no,no,no,492.1,286,217.81
1240 | 147,24,3,no,yes,yes,789.0,349,425.65
1241 | 64,0,2,no,no,no,537.0,311,221.63
1242 | 108,34,4,yes,no,yes,603.3000000000002,279,316.2399999999999
1243 | 159,0,5,no,no,no,624.1,325,277.78
1244 | 136,0,3,no,yes,no,639.6,286,215.74
1245 | 116,35,1,no,no,yes,600.3,346,254.65
1246 | 45,38,1,no,no,yes,720.5,287,330.73
1247 | 122,0,2,no,no,no,570.8000000000002,380,243.07
1248 | 138,0,5,no,no,no,625.4000000000002,285,294.25
1249 | 132,0,1,no,no,no,579.9,273,290.84
1250 | 101,0,0,no,yes,no,614.9,314,284.96
1251 | 58,0,2,no,no,no,663.1999999999998,337,252.15000000000003
1252 | 81,0,1,no,no,no,466.3,336,231.9
1253 | 87,0,3,no,no,no,593.8,323,301.7800000000001
1254 | 116,0,2,no,no,no,590.8,298,232.81
1255 | 85,0,4,no,yes,no,627.3,349,273.3
1256 | 62,33,2,yes,no,yes,685.1999999999998,326,351.38
1257 | 90,0,0,no,no,no,614.0999999999998,286,288.1
1258 | 98,0,2,no,no,no,573.3,281,274.41
1259 | 73,0,1,no,no,no,519.7,330,178.39
1260 | 107,0,2,no,yes,no,698.8000000000003,267,313.57
1261 | 55,20,2,no,no,yes,570.5999999999998,314,307.1
1262 | 76,22,3,no,no,yes,361.5,349,68.36999999999999
1263 | 30,0,3,no,no,no,589.9,326,253.0
1264 | 157,0,4,no,no,no,516.6,352,223.3
1265 | 40,31,1,yes,no,yes,487.0,259,177.37
1266 | 72,0,1,no,no,no,482.70000000000016,266,211.86
1267 | 95,39,1,no,no,yes,679.9000000000002,343,269.61
1268 | 42,0,0,no,no,no,486.2,303,207.6
1269 | 86,0,1,no,no,no,655.0,297,289.77
1270 | 131,0,0,no,no,no,627.3,320,211.76
1271 | 55,45,4,yes,no,yes,491.5,327,190.84
1272 | 74,0,0,no,no,no,646.7,293,246.38
1273 | 81,37,1,no,yes,yes,780.4999999999999,324,348.41
1274 | 81,0,4,no,no,no,617.2,284,280.42
1275 | 28,0,6,yes,no,no,517.4,284,306.99
1276 | 111,0,0,no,no,no,539.0,326,207.27
1277 | 3,27,2,no,no,yes,603.9,289,329.0300000000001
1278 | 51,0,1,yes,no,no,768.1,362,271.68
1279 | 68,24,1,no,no,yes,643.3,312,240.07
1280 | 163,0,0,yes,no,no,694.1,274,242.44000000000003
1281 | 87,0,2,no,no,no,636.8000000000002,232,302.24
1282 | 58,0,0,yes,no,no,596.6,282,313.28
1283 | 109,0,0,no,no,no,537.8,369,262.98
1284 | 111,0,4,no,no,no,743.5,307,362.64
1285 | 144,0,2,no,no,no,374.4,268,138.24
1286 | 135,0,5,yes,no,no,723.6,296,277.58
1287 | 109,46,4,no,no,yes,624.1,309,230.55
1288 | 107,14,1,no,no,yes,516.3,305,241.9
1289 | 149,0,2,no,no,no,495.5,294,208.74
1290 | 56,0,1,no,no,no,587.6,348,208.6
1291 | 129,0,0,no,no,no,604.0,288,306.23
1292 | 92,0,0,no,no,no,639.0,332,239.45
1293 | 67,30,1,no,no,yes,674.1,309,356.13
1294 | 120,0,0,no,no,no,609.7,291,179.39999999999995
1295 | 166,0,1,no,no,no,617.0,335,271.35
1296 | 66,0,1,no,no,no,543.4000000000002,317,232.55
1297 | 76,0,0,no,no,no,549.5999999999998,288,234.44000000000003
1298 | 79,0,2,no,no,no,686.9,391,298.59
1299 | 98,31,2,no,no,yes,651.4999999999999,337,300.04
1300 | 141,22,1,no,no,yes,712.4,316,234.39
1301 | 49,0,2,yes,no,no,693.1,307,280.94
1302 | 46,0,3,no,no,no,595.1,280,271.57
1303 | 137,0,3,no,no,no,484.1,278,267.31000000000006
1304 | 171,0,1,yes,no,no,646.1,297,210.25000000000003
1305 | 10,0,1,no,no,no,615.5999999999998,336,291.8900000000001
1306 | 88,0,3,no,no,no,545.8,304,257.28000000000003
1307 | 89,0,2,no,no,no,537.0,293,190.2
1308 | 82,0,3,yes,no,no,640.0000000000001,286,318.0
1309 | 139,0,3,no,no,no,544.8,374,211.67
1310 | 87,0,0,no,no,no,561.0,344,228.61
1311 | 137,0,2,no,yes,no,607.4,339,318.7999999999999
1312 | 45,0,1,yes,no,no,457.5,332,223.77
1313 | 90,0,1,no,no,no,623.1,288,310.73
1314 | 103,0,1,no,no,no,617.1,308,272.82000000000005
1315 | 100,0,2,no,no,no,482.70000000000016,322,123.48
1316 | 110,0,3,no,no,no,468.1,296,163.82
1317 | 124,0,2,no,no,no,498.20000000000016,288,213.22
1318 | 10,0,2,no,no,no,612.9000000000002,259,267.41
1319 | 89,29,2,no,no,yes,827.7,368,452.28
1320 | 121,0,2,no,no,no,535.7,310,169.84
1321 | 101,0,3,no,no,no,636.8000000000002,284,275.29999999999995
1322 | 103,31,2,no,no,yes,544.6,345,205.96
1323 | 51,0,1,no,no,no,596.3,263,231.01
1324 | 2,0,2,yes,yes,no,472.70000000000016,250,238.0
1325 | 111,0,0,no,no,no,648.1999999999998,357,279.01
1326 | 118,0,2,no,no,no,568.8,324,272.52
1327 | 17,31,6,yes,no,yes,573.3,277,278.92
1328 | 130,0,2,no,no,no,669.4999999999999,328,288.08
1329 | 193,0,2,yes,no,no,460.4,315,251.07
1330 | 114,0,1,no,no,no,652.1999999999998,355,257.88
1331 | 137,0,2,no,no,no,551.0,273,304.82
1332 | 185,29,2,no,no,yes,563.9999999999999,302,211.57
1333 | 101,0,3,no,no,no,618.4,290,237.29
1334 | 95,32,3,no,no,yes,609.6,294,292.2
1335 | 7,30,1,no,no,yes,645.0,347,312.7700000000001
1336 | 126,0,1,yes,no,no,690.8000000000003,302,273.36
1337 | 71,0,0,no,no,no,504.0,345,247.08
1338 | 124,0,3,no,no,no,662.9,260,258.44
1339 | 97,0,0,yes,yes,no,642.8,334,307.49
1340 | 28,0,2,no,no,no,592.3999999999999,329,264.08
1341 | 90,0,4,yes,yes,no,512.0,305,186.64
1342 | 190,0,1,no,no,no,614.1,289,240.45
1343 | 31,28,1,no,no,yes,714.1,314,312.66
1344 | 52,24,2,no,no,yes,535.4,280,213.43
1345 | 73,0,0,no,no,no,508.9,227,214.13
1346 | 111,0,0,yes,no,no,692.6,301,317.7
1347 | 98,0,4,yes,no,no,333.5,219,190.03
1348 | 106,0,1,yes,yes,no,514.1,243,231.67
1349 | 111,0,0,no,no,no,657.0,344,297.56999999999994
1350 | 59,0,1,no,no,no,640.5,281,325.76999999999987
1351 | 71,22,2,no,no,yes,530.0,314,269.31
1352 | 55,0,0,yes,no,no,762.0999999999997,377,313.28
1353 | 13,0,1,no,no,no,491.5,305,201.58
1354 | 136,16,0,no,no,yes,531.9000000000002,333,273.34000000000003
1355 | 123,0,0,no,no,no,592.6,319,302.7100000000001
1356 | 105,0,2,no,no,no,546.6999999999998,286,218.36
1357 | 50,31,3,no,no,yes,750.7,329,278.20000000000005
1358 | 118,0,1,no,no,no,579.8,317,282.02
1359 | 97,0,3,no,no,no,540.3,259,246.95
1360 | 51,0,0,no,no,no,679.9,323,313.51
1361 | 73,0,1,yes,no,no,726.0,283,348.34
1362 | 35,0,2,no,no,no,396.9,325,176.98999999999995
1363 | 64,0,1,no,no,no,703.8000000000003,250,321.3900000000001
1364 | 63,0,3,no,no,no,370.2,307,198.58
1365 | 117,31,3,no,no,yes,613.6,350,315.36
1366 | 115,0,1,yes,no,no,779.6,304,349.02
1367 | 162,0,1,no,no,no,600.6,298,242.16
1368 | 89,0,3,no,no,no,506.2,287,269.01
1369 | 94,0,1,no,yes,no,609.6,335,237.21
1370 | 129,0,4,no,no,no,558.7,292,160.38000000000005
1371 | 86,0,1,no,no,no,537.0999999999998,336,210.22
1372 | 96,0,1,no,no,no,612.9,399,322.5
1373 | 190,0,1,no,no,no,628.9,313,258.72
1374 | 80,0,1,no,no,no,495.7,259,269.79
1375 | 108,0,4,yes,no,no,518.7,312,254.91000000000003
1376 | 97,32,0,no,no,yes,594.6,328,250.56000000000003
1377 | 84,42,0,no,no,yes,747.3,346,403.99
1378 | 65,0,4,yes,no,no,777.1000000000001,374,361.6
1379 | 131,34,1,no,no,yes,502.69999999999993,359,309.76
1380 | 58,43,1,no,yes,yes,617.4,305,251.93
1381 | 36,0,3,no,no,no,645.3000000000002,359,267.86
1382 | 54,0,1,no,no,no,469.4,345,260.85
1383 | 45,0,1,no,no,no,619.2,312,252.42
1384 | 125,39,2,no,no,yes,709.8,328,250.47
1385 | 72,21,2,no,no,yes,541.8000000000002,316,189.29
1386 | 141,0,3,no,no,no,447.5,309,258.88
1387 | 113,0,0,no,no,no,546.4999999999999,356,281.28
1388 | 20,35,0,no,no,yes,497.30000000000007,353,217.14
1389 | 212,0,1,no,no,no,580.7,281,352.17
1390 | 99,0,4,no,yes,no,567.1999999999998,324,262.73
1391 | 94,0,1,no,no,no,626.9999999999999,235,255.41
1392 | 40,0,1,no,no,no,360.3,315,145.38
1393 | 86,29,3,no,no,yes,588.6,368,282.58
1394 | 101,0,3,yes,no,no,696.0,293,288.56
1395 | 170,0,0,no,no,no,650.0,334,237.63
1396 | 105,0,1,no,no,no,652.2,296,214.74
1397 | 103,0,0,no,no,no,508.8,300,245.29
1398 | 140,27,4,no,yes,yes,559.0,331,255.5
1399 | 101,0,1,no,no,no,368.1,218,194.67
1400 | 98,19,1,no,no,yes,592.9,272,295.68
1401 | 104,0,4,no,no,no,614.4,324,275.90000000000003
1402 | 115,0,3,no,no,no,505.3,279,222.94
1403 | 112,0,0,no,no,no,582.7,281,214.89
1404 | 70,0,1,no,no,no,680.4000000000002,268,323.37000000000006
1405 | 126,0,0,no,no,no,486.20000000000016,285,252.03000000000003
1406 | 87,39,3,no,no,yes,480.1,265,206.64
1407 | 125,0,4,yes,no,no,473.3,316,277.9
1408 | 86,0,1,no,no,no,640.0,350,293.08
1409 | 73,31,6,yes,no,yes,579.8,296,278.88
1410 | 232,0,1,no,no,no,491.6,299,171.61
1411 | 1,30,0,no,no,yes,672.4,317,312.64
1412 | 133,0,1,no,no,no,646.8,268,321.0
1413 | 103,0,1,no,no,no,534.6,296,222.21
1414 | 131,24,1,no,no,yes,589.1,263,265.54
1415 | 95,20,0,no,no,yes,634.3999999999999,269,303.4
1416 | 182,0,1,no,no,no,595.4000000000002,334,292.69
1417 | 99,0,0,no,no,no,559.0,299,256.27
1418 | 27,0,3,no,no,no,674.9,322,259.05
1419 | 141,0,1,no,no,no,435.0,264,190.5
1420 | 29,37,2,no,yes,yes,563.8000000000002,293,203.16
1421 | 65,0,2,no,no,no,434.6,312,220.42
1422 | 81,0,3,yes,yes,no,553.6999999999998,266,268.98999999999995
1423 | 37,20,0,no,no,yes,702.3,300,286.39
1424 | 107,31,1,no,no,yes,649.0000000000001,225,320.9600000000001
1425 | 127,28,1,no,yes,yes,418.6,383,192.35
1426 | 78,0,0,no,no,no,600.5,303,307.9500000000001
1427 | 55,0,2,no,no,no,578.4,359,273.59000000000003
1428 | 86,30,2,no,no,yes,627.8999999999999,306,308.18999999999994
1429 | 176,0,2,no,no,no,580.5,299,215.1
1430 | 96,0,2,no,yes,no,599.6,337,164.45000000000005
1431 | 11,38,1,no,no,yes,646.4,300,297.76
1432 | 48,34,1,no,no,yes,697.2,266,286.68
1433 | 127,0,1,no,no,no,629.9,343,315.93
1434 | 63,0,0,no,no,no,576.3,292,307.63
1435 | 79,0,1,no,no,no,586.3000000000002,280,225.43
1436 | 47,37,2,no,no,yes,548.6,365,230.21
1437 | 89,19,0,yes,yes,yes,508.9,364,173.44
1438 | 83,26,1,no,no,yes,605.5,303,200.97
1439 | 126,34,4,no,yes,yes,685.0,365,283.2100000000001
1440 | 60,0,2,no,no,no,679.0,348,293.68
1441 | 122,0,0,no,no,no,577.3,366,243.62
1442 | 136,0,1,no,no,no,485.6,291,169.51
1443 | 172,47,1,no,no,yes,715.3,345,321.0
1444 | 102,0,1,yes,no,no,614.1999999999998,279,263.43
1445 | 113,0,1,no,yes,no,541.7,301,198.93
1446 | 79,0,3,no,no,no,653.0,267,340.62
1447 | 55,8,1,no,no,yes,781.2,314,449.52
1448 | 111,28,2,no,no,yes,443.8,234,192.08
1449 | 160,0,0,no,no,no,574.7,345,277.17
1450 | 110,0,4,no,no,no,596.6999999999998,339,249.52
1451 | 192,0,4,no,no,no,686.9,240,240.27
1452 | 93,0,0,no,no,no,472.6,300,173.14
1453 | 101,33,2,no,no,yes,600.5,346,248.6
1454 | 77,0,2,no,no,no,560.9,327,304.57
1455 | 105,40,2,no,no,yes,582.7,339,283.4
1456 | 133,44,2,yes,no,yes,621.6,287,285.37
1457 | 131,0,1,no,no,no,706.8000000000003,258,318.87
1458 | 106,33,1,no,no,yes,478.0,322,194.26
1459 | 118,0,1,no,no,no,515.0,338,300.72
1460 | 125,0,1,no,no,no,593.9,295,292.59
1461 | 95,0,0,no,no,no,615.4,268,275.46000000000004
1462 | 80,0,3,no,no,no,546.1999999999998,326,239.8
1463 | 145,0,0,no,no,no,499.6,280,226.05
1464 | 37,0,2,no,no,no,499.0,344,141.43
1465 | 87,0,1,no,no,no,603.5000000000001,244,280.40000000000003
1466 | 69,0,3,no,no,no,658.0,284,292.07
1467 | 83,0,1,no,no,no,460.3,307,241.77
1468 | 195,0,0,no,no,no,472.5,298,223.12
1469 | 67,35,0,yes,yes,yes,630.1999999999998,285,279.73
1470 | 75,27,3,no,no,yes,522.9000000000002,350,241.84
1471 | 123,27,0,no,no,yes,570.9000000000002,274,236.74
1472 | 41,41,1,no,no,yes,466.2,292,169.41
1473 | 75,0,0,no,no,no,618.9,291,219.26
1474 | 76,0,1,yes,yes,no,714.1000000000001,278,244.74
1475 | 86,0,1,no,yes,no,664.9,319,279.28
1476 | 140,0,0,no,no,no,535.4,245,297.73
1477 | 70,0,3,no,no,no,372.1,333,206.08
1478 | 121,35,0,no,no,yes,616.1,258,279.99
1479 | 112,0,1,no,no,no,671.0999999999998,334,260.1
1480 | 118,0,2,no,no,no,659.2,315,266.84000000000003
1481 | 66,16,1,no,no,yes,721.0999999999997,297,370.97
1482 | 78,0,0,no,no,no,497.4,291,249.28
1483 | 129,34,2,no,no,yes,542.1999999999998,318,248.71
1484 | 6,0,3,no,no,no,552.4,317,225.78
1485 | 107,0,1,no,yes,no,689.7,299,351.57
1486 | 107,0,3,yes,yes,no,570.2,320,293.64
1487 | 138,0,1,no,no,no,509.2,339,243.27
1488 | 103,0,0,no,no,no,621.3000000000002,273,368.22
1489 | 116,44,0,no,no,yes,709.8000000000003,275,316.23
1490 | 189,0,2,no,no,no,615.8,289,270.69
1491 | 161,0,2,no,no,no,574.2,333,270.78
1492 | 1,0,1,no,no,no,711.1,282,281.45
1493 | 89,0,1,no,no,no,603.0999999999998,334,288.6
1494 | 64,0,1,no,no,no,687.1,296,227.18
1495 | 126,30,4,yes,no,yes,471.4,288,203.13
1496 | 129,0,2,no,no,no,618.4999999999999,318,274.11
1497 | 128,32,0,no,no,yes,687.0999999999998,321,263.09000000000003
1498 | 81,36,3,no,no,yes,619.2,311,309.4500000000001
1499 | 114,0,1,no,no,no,520.8,307,228.15
1500 | 50,0,0,no,no,no,674.0,308,274.29
1501 | 86,0,3,no,no,no,581.0999999999998,301,284.5900000000001
1502 | 96,0,1,no,no,no,622.7,297,225.68
1503 | 72,0,0,no,no,no,578.5,296,252.76
1504 | 64,40,8,no,no,yes,617.4,303,233.47000000000003
1505 | 57,17,2,no,yes,yes,648.5,308,304.71
1506 | 65,0,2,no,no,no,663.0,389,340.29
1507 | 163,0,1,no,no,no,647.0999999999998,348,256.36
1508 | 136,0,2,no,no,no,679.3000000000002,268,319.54
1509 | 116,0,1,no,no,no,617.8,348,301.76
1510 | 93,0,3,no,no,no,685.8000000000002,287,314.58
1511 | 142,40,3,no,no,yes,632.8000000000002,311,277.55000000000007
1512 | 92,0,1,no,no,no,666.0,272,283.43
1513 | 70,0,1,no,no,no,680.8000000000002,283,240.03
1514 | 22,14,1,no,no,yes,490.8,295,122.49
1515 | 37,0,2,no,no,no,666.3,326,282.91
1516 | 51,0,1,no,no,no,662.0,330,372.46
1517 | 174,0,2,no,no,no,518.0,316,273.92
1518 | 68,0,1,yes,no,no,716.6,312,305.09
1519 | 130,0,1,no,no,no,613.8,287,258.51
1520 | 104,0,2,no,no,no,557.1999999999998,304,256.78
1521 | 134,0,2,no,no,no,609.1,312,255.00000000000003
1522 | 108,35,2,no,no,yes,567.6,349,270.46
1523 | 103,0,3,no,no,no,649.1,216,284.46
1524 | 62,0,1,no,no,no,600.9,312,318.37
1525 | 162,0,2,no,no,no,535.6999999999998,301,261.34
1526 | 93,19,2,no,no,yes,399.9,316,116.2
1527 | 42,0,1,no,no,no,445.6,307,172.07
1528 | 155,23,2,no,no,yes,603.9999999999999,352,279.71
1529 | 36,0,0,no,no,no,582.8,321,273.61
1530 | 143,0,0,yes,no,no,597.9,315,265.52000000000004
1531 | 197,0,3,no,no,no,564.2,301,281.29
1532 | 81,0,1,yes,no,no,756.9,345,348.96000000000015
1533 | 138,0,4,yes,yes,no,409.6,317,201.35
1534 | 103,18,0,yes,no,yes,503.8,287,222.34
1535 | 127,0,2,yes,yes,no,734.1999999999997,283,327.48
1536 | 136,0,1,yes,no,no,736.5,308,368.59
1537 | 99,0,2,no,no,no,657.9000000000002,280,305.24
1538 | 95,0,0,no,no,no,489.0,295,260.22
1539 | 118,21,4,yes,yes,yes,535.5,331,213.23
1540 | 113,0,5,yes,no,no,364.6,316,228.23
1541 | 128,0,0,no,yes,no,509.7,334,212.35
1542 | 117,0,3,no,no,no,452.9,307,241.81
1543 | 48,36,3,no,no,yes,676.1,304,337.7
1544 | 81,0,0,no,yes,no,708.9999999999999,341,329.67
1545 | 57,0,1,no,no,no,599.0,265,295.74
1546 | 140,0,1,no,no,no,518.6,275,195.35
1547 | 107,38,2,no,no,yes,515.0,257,164.39
1548 | 56,0,1,no,no,no,499.70000000000016,306,231.78000000000003
1549 | 159,0,1,no,no,no,547.0,303,219.68
1550 | 102,0,1,no,no,no,622.5999999999998,323,240.3
1551 | 107,0,1,no,no,no,534.3000000000002,347,274.98
1552 | 106,0,2,no,no,no,396.0,316,148.01000000000005
1553 | 225,0,0,yes,no,no,657.8000000000002,311,273.18
1554 | 75,0,2,no,no,no,490.6,278,186.88
1555 | 86,0,0,no,no,no,672.5,265,297.32
1556 | 169,0,1,no,no,no,606.8,271,286.14
1557 | 122,22,2,no,no,yes,557.7,321,263.19
1558 | 106,0,0,no,no,no,694.9,373,325.51999999999987
1559 | 52,32,2,no,no,yes,680.1999999999998,237,349.19999999999993
1560 | 79,34,2,no,no,yes,611.4,284,309.87
1561 | 135,0,2,no,no,no,640.1,316,284.38999999999993
1562 | 70,0,0,no,no,no,575.9,305,208.65
1563 | 80,0,2,no,no,no,573.0999999999998,259,258.75
1564 | 37,0,0,no,no,no,540.6999999999998,300,263.79
1565 | 161,39,1,no,no,yes,543.5999999999998,295,263.03000000000003
1566 | 137,0,1,no,no,no,582.1,255,335.02
1567 | 123,0,0,no,no,no,455.5,357,242.13
1568 | 80,38,2,no,no,yes,653.1,249,278.51
1569 | 94,0,0,no,no,no,607.8000000000002,330,330.26
1570 | 105,27,1,no,no,yes,594.6999999999998,293,328.08
1571 | 73,31,0,no,no,yes,612.0,301,291.57
1572 | 112,0,2,no,no,no,620.8,300,340.35
1573 | 179,0,1,no,no,no,596.2,304,255.49
1574 | 57,0,1,no,no,no,614.5,269,310.57000000000005
1575 | 127,14,1,no,no,yes,546.3000000000002,268,273.48
1576 | 122,40,1,no,yes,yes,664.7,273,255.71
1577 | 33,35,1,no,no,yes,512.6,300,242.26
1578 | 94,0,3,no,no,no,506.4,253,220.37
1579 | 100,0,1,no,no,no,572.6,381,245.01
1580 | 106,0,2,no,no,no,528.1,281,214.7
1581 | 148,38,2,no,no,yes,451.9,292,164.46
1582 | 120,29,0,no,no,yes,744.0000000000001,318,246.1
1583 | 91,34,1,no,no,yes,587.1,305,203.99
1584 | 86,0,1,no,no,no,551.0,285,321.65
1585 | 78,25,0,no,no,yes,718.0,261,283.48
1586 | 94,0,1,no,no,no,573.2,334,308.21
1587 | 85,0,2,yes,no,no,755.1,291,383.16
1588 | 89,0,1,no,no,no,451.4,231,233.6
1589 | 128,0,1,no,no,no,609.4000000000002,304,290.43
1590 | 115,0,1,no,yes,no,608.3,318,277.72
1591 | 76,0,1,no,no,no,561.6999999999998,264,290.57
1592 | 75,39,1,no,no,yes,619.4999999999999,319,196.0
1593 | 90,29,2,no,no,yes,568.5,344,212.16
1594 | 30,0,3,no,no,no,493.1,324,234.88
1595 | 105,0,1,yes,yes,no,818.6999999999997,319,339.97
1596 | 102,31,3,no,no,yes,441.0,270,210.77
1597 | 83,0,3,no,no,no,534.2,255,233.94
1598 | 63,49,0,no,no,yes,592.1000000000001,319,234.08
1599 | 155,0,2,no,no,no,541.0,308,215.27
1600 | 82,29,2,no,no,yes,386.80000000000007,286,124.57
1601 | 87,0,1,no,no,no,629.4999999999999,309,284.94
1602 | 115,26,0,no,no,yes,652.2,347,320.6
1603 | 99,0,0,yes,yes,no,767.6,300,244.51
1604 | 121,44,3,no,yes,yes,639.2,368,265.90000000000003
1605 | 54,33,2,no,no,yes,481.6,289,196.83
1606 | 105,0,3,no,no,no,510.3,251,165.29
1607 | 73,0,1,no,no,no,550.4,340,244.24
1608 | 95,0,0,no,no,no,770.0000000000001,359,396.76000000000016
1609 | 21,19,3,no,no,yes,504.8999999999999,280,205.09
1610 | 163,25,2,no,no,yes,686.5,294,312.56
1611 | 57,0,0,no,no,no,700.9,295,350.04
1612 | 104,0,4,no,yes,no,773.5,271,376.05
1613 | 83,20,0,no,no,yes,474.7,262,243.07
1614 | 141,0,2,no,no,no,693.8,315,333.08
1615 | 95,0,3,no,no,no,604.5999999999998,314,235.1
1616 | 184,0,1,yes,no,no,729.5,291,268.98
1617 | 74,0,2,no,no,no,658.1999999999998,211,339.89
1618 | 67,0,0,no,no,no,636.6999999999998,312,333.31
1619 | 104,0,0,no,yes,no,580.3,328,312.88000000000005
1620 | 71,39,1,no,no,yes,576.9,329,232.31
1621 | 149,0,4,yes,no,no,504.4,323,251.77
1622 | 154,35,0,no,no,yes,588.7,303,227.43
1623 | 138,21,0,no,no,yes,348.0,370,205.22
1624 | 117,0,1,no,no,no,576.1,305,194.23
1625 | 130,0,1,no,no,no,550.5,372,219.3
1626 | 73,0,2,no,no,no,591.1,372,235.85
1627 | 100,38,0,no,no,yes,818.5,319,368.89
1628 | 149,0,1,no,no,no,528.4000000000002,284,173.64999999999995
1629 | 29,0,2,no,no,no,510.1,296,189.74
1630 | 131,0,1,no,no,no,432.8,287,232.02
1631 | 153,0,2,no,no,no,601.6,322,252.92
1632 | 84,0,2,no,no,no,571.9000000000002,392,195.33
1633 | 133,0,2,no,no,no,576.5999999999998,309,295.43
1634 | 112,0,0,no,no,no,562.9000000000002,339,244.89
1635 | 87,0,0,no,no,no,661.0,273,349.64
1636 | 72,0,2,no,no,no,623.9,336,271.04
1637 | 66,0,4,yes,no,no,514.3,357,204.4
1638 | 65,29,1,no,no,yes,699.1999999999997,287,276.12
1639 | 74,0,2,no,no,no,691.1999999999997,310,311.7
1640 | 116,0,6,yes,no,no,516.4,240,220.33
1641 | 68,0,2,no,no,no,497.8,285,226.48
1642 | 68,0,3,no,no,no,611.6,298,266.88
1643 | 54,0,1,no,yes,no,653.6,249,256.97
1644 | 99,0,1,no,no,no,430.4,323,229.94
1645 | 107,0,3,no,no,no,626.9,280,364.68000000000006
1646 | 124,0,1,no,no,no,528.5999999999998,259,214.46
1647 | 95,36,3,no,no,yes,842.3,330,348.99
1648 | 173,0,0,yes,no,no,667.1999999999998,398,228.5
1649 | 110,0,1,no,no,no,556.8,274,274.97
1650 | 102,0,0,no,no,no,690.2,330,334.67
1651 | 130,0,0,no,no,no,443.6,339,210.09
1652 | 91,31,1,no,no,yes,602.8000000000002,292,176.73
1653 | 64,0,1,yes,yes,no,490.4,362,198.05
1654 | 176,23,1,no,no,yes,630.7,314,249.6
1655 | 93,0,1,yes,yes,no,517.9,289,206.72
1656 | 84,12,1,no,no,yes,404.8,276,203.18
1657 | 138,0,3,no,no,no,587.5,286,261.06
1658 | 101,28,1,no,no,yes,629.6000000000001,364,334.54
1659 | 136,0,2,no,no,no,483.8,278,224.73
1660 | 111,0,2,no,no,no,582.1999999999998,284,303.0900000000001
1661 | 132,36,0,no,no,yes,503.20000000000016,265,188.52
1662 | 128,0,3,no,no,no,587.9000000000002,265,211.18
1663 | 92,38,1,no,no,yes,620.8,349,276.59
1664 | 197,0,5,yes,yes,no,537.2,295,225.97
1665 | 191,0,1,no,no,no,624.5,314,270.85
1666 | 99,33,2,no,no,yes,593.6999999999998,292,226.73
1667 | 106,31,3,no,no,yes,448.7,340,168.17
1668 | 88,0,2,no,no,no,698.6999999999997,232,299.1500000000001
1669 | 78,0,0,no,no,no,505.0,310,185.64
1670 | 98,0,1,no,no,no,543.9,322,244.29
1671 | 17,35,1,no,no,yes,687.1,337,278.29
1672 | 56,24,1,no,no,yes,585.0,264,318.36
1673 | 84,0,2,no,no,no,727.5999999999997,245,368.68
1674 | 95,0,2,no,no,no,558.7,265,233.4
1675 | 16,0,5,no,no,no,637.7,293,235.84
1676 | 76,0,1,yes,yes,no,702.9,284,293.45
1677 | 93,0,0,no,no,no,600.0,269,282.95
1678 | 83,0,2,no,no,no,471.2,302,207.98
1679 | 123,0,1,no,no,no,589.7,257,227.13
1680 | 64,0,1,no,no,no,656.1999999999998,325,332.24999999999994
1681 | 82,0,0,yes,no,no,815.8000000000003,301,355.76000000000016
1682 | 107,0,2,no,no,no,571.8000000000002,335,238.66000000000003
1683 | 110,0,1,no,no,no,604.5000000000001,308,249.0
1684 | 96,29,1,no,no,yes,546.0,224,279.71
1685 | 47,30,2,no,no,yes,676.9,355,293.5900000000001
1686 | 115,0,2,no,no,no,408.30000000000007,306,189.21
1687 | 69,0,3,no,no,no,490.2,262,242.11
1688 | 163,40,2,no,no,yes,724.5,224,341.32
1689 | 90,0,3,no,no,no,382.3,301,206.34
1690 | 98,0,3,no,no,no,445.0,324,214.25000000000003
1691 | 90,39,1,no,no,yes,522.6999999999998,250,244.1
1692 | 174,15,1,no,no,yes,666.6,376,290.74
1693 | 95,0,2,yes,no,no,689.3,305,254.93
1694 | 79,0,1,yes,no,no,724.7,320,339.59
1695 | 123,27,1,no,no,yes,633.4,361,239.32
1696 | 99,0,7,yes,no,no,600.0,291,307.66
1697 | 114,0,2,no,no,no,702.8999999999999,327,359.51
1698 | 141,0,1,no,no,no,582.4,307,217.77
1699 | 132,0,1,no,no,no,596.9,309,265.16
1700 | 133,0,0,no,no,no,663.4000000000002,285,349.49
1701 | 133,0,4,no,no,no,551.4999999999999,360,222.56000000000003
1702 | 93,32,2,no,no,yes,535.8,268,250.87
1703 | 34,0,2,yes,no,no,755.4000000000003,246,262.28000000000003
1704 | 140,0,4,yes,no,no,584.8000000000002,269,269.1
1705 | 96,26,2,no,no,yes,571.5,287,236.46
1706 | 144,0,1,yes,no,no,650.8000000000002,280,196.34
1707 | 24,29,3,no,no,yes,563.3000000000002,326,193.14
1708 | 54,0,1,no,no,no,672.7,389,339.5200000000001
1709 | 50,0,5,yes,no,no,504.1,320,253.65
1710 | 92,23,4,no,no,yes,553.6,325,175.10000000000005
1711 | 96,0,3,no,no,no,639.9,191,247.09
1712 | 146,0,2,no,no,no,679.2,286,332.82
1713 | 138,17,0,no,yes,yes,556.1000000000001,307,208.54
1714 | 102,0,4,no,no,no,563.1999999999998,308,222.72
1715 | 76,0,5,yes,no,no,543.6,254,278.37
1716 | 99,0,3,no,no,no,552.9999999999999,254,290.47
1717 | 83,36,0,no,no,yes,599.4,305,281.02
1718 | 36,25,1,no,no,yes,552.1,253,203.11
1719 | 70,0,1,no,no,no,584.3,331,285.49
1720 | 109,0,2,yes,yes,no,726.6,308,372.36
1721 | 100,0,2,no,no,no,531.8000000000002,360,236.65
1722 | 104,0,1,no,no,no,549.5,340,264.61
1723 | 106,0,1,no,no,no,630.4000000000002,319,292.26
1724 | 84,0,1,no,no,no,461.3,344,233.93
1725 | 80,0,2,no,no,no,678.4,280,304.16
1726 | 100,0,1,no,no,no,404.5,224,208.94
1727 | 99,0,2,no,no,no,629.4000000000002,326,338.36
1728 | 50,0,1,no,no,no,555.3,342,248.68
1729 | 105,0,1,no,no,no,531.9000000000002,222,304.91
1730 | 113,23,4,no,no,yes,596.1,252,258.82
1731 | 111,36,2,no,no,yes,446.8,317,208.05
1732 | 161,0,2,no,no,no,623.6999999999998,301,301.79
1733 | 70,0,0,yes,no,no,804.7,317,335.9500000000001
1734 | 97,43,3,no,no,yes,611.9999999999999,325,277.36
1735 | 130,0,0,no,no,no,638.0,258,295.37
1736 | 92,0,1,no,no,no,687.0,303,282.5800000000001
1737 | 119,0,0,no,no,no,503.6,250,207.21
1738 | 115,0,1,yes,no,no,690.4,346,268.04
1739 | 134,0,0,no,no,no,574.5999999999998,262,272.28
1740 | 127,25,0,no,no,yes,723.5999999999997,257,365.1
1741 | 80,0,2,yes,no,no,742.5,408,247.36
1742 | 153,31,0,no,no,yes,481.0,344,175.35
1743 | 85,0,3,no,no,no,730.2,280,349.99
1744 | 79,0,1,no,no,no,502.2,279,276.75
1745 | 35,0,1,no,no,no,656.0,290,205.06
1746 | 120,26,0,no,no,yes,744.5,317,313.54
1747 | 68,0,0,no,no,no,594.0,341,252.79
1748 | 60,0,1,yes,no,no,649.9000000000002,340,311.26
1749 | 120,0,1,no,no,no,519.9,350,208.18
1750 | 71,23,1,no,no,yes,717.1,379,336.17
1751 | 124,0,3,no,no,no,522.8,324,240.7
1752 | 23,0,1,yes,no,no,551.6999999999998,297,310.17
1753 | 225,0,1,no,no,no,656.0,310,282.2
1754 | 181,0,0,yes,yes,no,561.8000000000002,267,315.59
1755 | 63,0,2,no,no,no,587.2,316,283.17
1756 | 54,0,2,yes,yes,no,601.4000000000002,329,204.95
1757 | 80,15,1,no,yes,yes,483.0,317,192.34
1758 | 118,39,1,no,yes,yes,404.1,326,162.20999999999995
1759 | 42,0,2,no,yes,no,532.5999999999998,341,221.54
1760 | 134,0,0,no,no,no,693.6,310,322.17999999999995
1761 | 66,35,0,no,no,yes,670.5,307,275.98
1762 | 66,0,2,no,no,no,706.9,312,328.73
1763 | 127,28,1,no,no,yes,721.3,366,314.30999999999995
1764 | 146,0,0,no,no,no,538.6,291,241.8
1765 | 93,42,1,no,no,yes,622.6,292,233.39
1766 | 77,0,0,yes,no,no,746.1999999999997,265,315.48
1767 | 111,0,4,yes,no,no,494.3,295,178.42000000000004
1768 | 125,0,2,no,no,no,505.30000000000007,288,225.32
1769 | 115,14,2,no,no,yes,520.9,299,282.79
1770 | 115,0,2,yes,yes,no,532.6999999999998,336,230.17
1771 | 114,0,2,no,no,no,585.9,263,195.95
1772 | 106,0,0,no,no,no,640.6,335,312.4
1773 | 118,39,2,no,no,yes,553.1,345,276.99
1774 | 59,0,1,no,no,no,486.1,279,166.61
1775 | 87,40,1,no,yes,yes,612.6,280,286.54
1776 | 21,0,1,no,no,no,700.8000000000003,286,351.83
1777 | 142,24,0,no,no,yes,791.9000000000003,278,335.89
1778 | 62,0,0,no,no,no,642.0999999999998,346,290.3400000000001
1779 | 149,0,3,yes,no,no,717.5,263,294.27
1780 | 54,39,2,no,no,yes,524.4999999999999,265,283.61
1781 | 112,0,1,no,no,no,615.5999999999998,325,232.93
1782 | 68,0,1,no,no,no,609.1,304,277.51
1783 | 201,21,1,no,no,yes,562.3000000000002,306,178.36
1784 | 88,0,1,no,no,no,536.6,236,201.09
1785 | 85,29,1,no,no,yes,460.9,350,212.26
1786 | 51,0,0,yes,yes,no,614.8000000000002,289,273.56
1787 | 45,29,2,no,no,yes,601.8,303,290.33
1788 | 116,0,0,no,no,no,603.5,324,342.76
1789 | 146,31,1,no,no,yes,621.3,278,234.29
1790 | 63,34,1,no,no,yes,587.3,318,253.0
1791 | 133,0,0,no,no,no,419.6,331,165.59
1792 | 125,0,2,no,no,no,616.6,349,272.19
1793 | 72,0,1,no,no,no,540.8,307,232.1
1794 | 130,0,0,no,no,no,571.6999999999998,314,282.96
1795 | 97,0,1,no,no,no,714.8999999999999,319,345.05000000000007
1796 | 54,0,1,yes,no,no,725.0,293,283.67
1797 | 160,29,1,no,no,yes,566.4,364,183.79
1798 | 79,0,1,no,no,no,505.20000000000016,314,261.49
1799 | 92,47,0,no,no,yes,563.3000000000002,331,257.25
1800 | 59,0,1,no,no,no,678.3,286,283.35
1801 | 132,0,1,no,no,no,424.5,270,135.1
1802 | 21,0,0,no,no,no,701.1,318,293.0499999999999
1803 | 93,0,2,no,no,no,648.1999999999998,335,324.99
1804 | 147,36,5,no,no,yes,594.0999999999998,315,168.73999999999995
1805 | 101,0,1,no,no,no,655.4,278,273.75
1806 | 125,0,0,yes,yes,no,621.4,343,323.76
1807 | 63,0,3,no,no,no,670.5000000000001,329,285.4
1808 | 107,0,0,no,no,no,566.1,317,249.02
1809 | 110,0,3,no,no,no,544.5999999999998,298,195.81
1810 | 83,0,3,no,no,no,671.5,292,287.73
1811 | 117,0,1,no,no,no,666.5,336,355.96000000000015
1812 | 124,0,0,no,no,no,674.4,377,294.42
1813 | 115,0,3,no,no,no,589.1999999999998,339,292.94000000000005
1814 | 156,0,1,no,yes,no,617.9999999999999,324,168.24
1815 | 89,0,0,no,no,no,531.5,312,225.56
1816 | 72,0,0,no,no,no,541.2,397,173.59
1817 | 101,42,0,no,no,yes,560.0,259,241.47
1818 | 53,0,2,no,no,no,560.7,342,202.23
1819 | 116,0,2,no,no,no,507.8,374,241.85
1820 | 78,0,3,no,no,no,628.9,381,342.51
1821 | 117,17,0,no,no,yes,655.9999999999999,273,327.58
1822 | 56,0,1,no,no,no,539.6999999999998,296,292.0
1823 | 123,39,1,no,no,yes,639.8,329,184.76
1824 | 127,0,2,no,no,no,516.4,298,179.41
1825 | 116,23,2,no,no,yes,681.5,306,348.31
1826 | 138,26,1,no,no,yes,625.3,304,249.83
1827 | 120,0,3,no,no,no,586.9,279,179.88000000000005
1828 | 102,0,3,no,no,no,560.2,363,257.51
1829 | 95,0,2,no,no,no,607.9,304,309.26
1830 | 102,0,2,no,no,no,512.6,244,194.94
1831 | 89,25,1,no,no,yes,585.2,336,225.6
1832 | 50,0,1,no,no,no,551.5,295,143.78
1833 | 93,42,7,no,no,yes,698.0,327,330.59
1834 | 68,0,1,no,no,no,561.0,362,199.96
1835 | 70,0,2,no,no,no,674.7,305,251.77
1836 | 138,29,0,no,no,yes,683.7,346,322.85
1837 | 141,37,4,no,no,yes,590.2,325,276.97
1838 | 112,17,0,no,no,yes,602.4000000000002,318,219.0
1839 | 117,0,1,yes,yes,no,537.8000000000002,270,216.83
1840 | 1,26,1,no,no,yes,578.8000000000002,381,238.98
1841 | 70,0,1,no,no,no,568.5000000000001,306,307.55
1842 | 87,22,2,no,no,yes,548.4000000000002,326,284.0200000000001
1843 | 52,21,2,no,no,yes,464.6,311,208.21
1844 | 97,0,0,yes,no,no,717.4,265,308.14
1845 | 105,0,2,no,no,no,601.7,257,302.02
1846 | 77,28,4,yes,no,yes,599.4,296,263.83000000000004
1847 | 80,0,2,yes,yes,no,695.1999999999997,333,335.98
1848 | 120,43,1,no,no,yes,525.8,308,216.79
1849 | 54,39,2,no,no,yes,495.9,315,180.73
1850 | 148,0,2,no,yes,no,513.8,326,247.36
1851 | 119,0,2,yes,no,no,677.1,301,292.66
1852 | 162,26,1,yes,no,yes,619.3999999999999,386,273.45
1853 | 85,0,5,yes,no,no,510.7,356,197.76
1854 | 101,25,1,no,no,yes,566.2,359,293.47
1855 | 172,0,0,no,no,no,653.1,275,283.99999999999994
1856 | 80,0,1,no,no,no,644.2,327,333.69000000000005
1857 | 67,0,2,no,no,no,353.5,301,128.89
1858 | 86,0,1,no,no,no,622.6,263,203.14
1859 | 107,0,1,yes,no,no,769.8000000000003,333,325.99
1860 | 133,0,0,no,no,no,633.4000000000002,302,184.04
1861 | 116,0,0,no,no,no,673.6,325,293.91
1862 | 63,0,0,no,no,no,694.1,299,273.53000000000003
1863 | 119,16,0,yes,yes,yes,499.0,321,232.99
1864 | 133,0,0,yes,yes,no,693.0,289,253.01
1865 | 94,0,1,no,yes,no,561.3000000000002,289,170.04999999999995
1866 | 69,0,0,no,no,no,671.8000000000002,243,271.45
1867 | 146,0,7,yes,no,no,494.1,317,199.95
1868 | 119,0,2,yes,no,no,557.7,315,260.58
1869 | 142,25,0,no,yes,yes,578.3,292,285.91
1870 | 123,0,3,no,no,no,637.0,263,262.76
1871 | 101,0,1,yes,no,no,803.7,363,358.21
1872 | 43,0,0,no,no,no,667.5,342,291.86
1873 | 69,0,0,no,no,no,653.5,291,306.17
1874 | 15,0,2,no,yes,no,596.9,247,374.82
1875 | 107,25,1,no,no,yes,574.2,290,258.68
1876 | 67,0,2,no,no,no,595.1999999999998,345,242.44
1877 | 99,0,1,no,no,no,569.4,282,237.13
1878 | 46,0,1,no,no,no,604.6,389,293.5
1879 | 55,0,1,no,yes,no,631.5,333,300.24
1880 | 39,0,1,yes,no,no,743.4,368,286.66
1881 | 92,0,2,no,no,no,525.7,383,251.85
1882 | 56,0,4,yes,no,no,581.6999999999998,293,311.26
1883 | 76,0,0,yes,no,no,752.3000000000003,299,314.63
1884 | 132,33,2,no,yes,yes,638.6,236,264.54
1885 | 140,28,1,no,no,yes,525.1,277,237.16
1886 | 51,12,2,no,yes,yes,541.0999999999998,299,244.52
1887 | 27,0,1,no,no,no,646.0,293,235.49
1888 | 224,0,3,no,no,no,509.1,311,262.28
1889 | 105,28,0,yes,yes,yes,445.6,301,214.86
1890 | 117,0,2,no,no,no,570.6999999999998,271,148.39
1891 | 91,0,1,yes,no,no,475.9,341,220.0
1892 | 135,0,4,no,no,no,557.6999999999998,270,150.28
1893 | 146,0,3,no,no,no,661.0999999999998,263,373.64
1894 | 147,0,0,yes,yes,no,563.1999999999998,356,206.31
1895 | 68,0,2,yes,no,no,786.4999999999999,349,352.0
1896 | 68,0,3,no,no,no,535.1000000000001,310,304.6
1897 | 86,21,0,no,no,yes,581.6,328,267.81
1898 | 131,0,1,no,no,no,643.8,334,317.62
1899 | 86,29,1,no,no,yes,706.5,306,351.45000000000016
1900 | 159,0,2,yes,no,no,696.6,309,298.98
1901 | 134,40,1,no,no,yes,532.3,268,337.79
1902 | 113,0,1,no,no,no,684.1,281,280.14000000000004
1903 | 132,0,1,no,no,no,623.8,346,260.78
1904 | 85,0,1,no,no,no,638.9000000000002,231,286.98
1905 | 93,38,1,yes,yes,yes,552.5,371,254.21
1906 | 174,33,4,yes,no,yes,517.6,318,185.75
1907 | 61,0,2,no,no,no,577.9,310,279.39
1908 | 91,39,1,no,no,yes,390.3,317,188.25
1909 | 88,28,2,no,no,yes,649.3,326,276.34
1910 | 88,45,2,no,no,yes,555.5999999999998,367,353.24999999999994
1911 | 195,36,0,no,no,yes,670.6,289,272.56999999999994
1912 | 182,0,0,no,no,no,562.5999999999998,323,301.34
1913 | 118,0,4,no,no,no,634.5000000000001,231,282.79
1914 | 103,0,8,yes,no,no,551.3,363,273.93
1915 | 65,0,2,no,no,no,524.4,283,241.82
1916 | 61,25,3,no,no,yes,420.9,311,180.25
1917 | 172,0,1,no,no,no,718.5999999999997,346,369.92
1918 | 72,0,1,no,no,no,562.5,322,298.11
1919 | 113,0,2,no,no,no,627.9,313,324.2000000000001
1920 | 177,0,1,no,no,no,605.9000000000002,330,287.11
1921 | 100,0,6,yes,no,no,526.7,322,274.13
1922 | 67,0,1,no,no,no,629.3000000000002,309,279.32
1923 | 136,0,3,no,no,no,450.1,329,179.39999999999995
1924 | 71,0,4,no,no,no,577.3000000000002,346,247.94
1925 | 134,0,1,no,no,no,725.4,362,390.02
1926 | 124,0,1,no,no,no,732.9,304,368.88
1927 | 84,0,2,no,no,no,645.1999999999998,351,310.42
1928 | 39,0,2,no,no,no,564.3,312,251.24
1929 | 110,0,3,no,no,no,444.1,312,200.84
1930 | 102,0,1,no,no,no,530.4000000000002,296,191.38
1931 | 70,0,0,no,no,no,607.1,360,318.8400000000001
1932 | 142,0,1,no,no,no,579.4,288,269.06
1933 | 81,0,1,no,yes,no,566.5999999999998,271,186.39
1934 | 17,0,1,no,no,no,699.3000000000003,315,377.17
1935 | 119,0,1,yes,no,no,755.7,260,308.13
1936 | 105,0,0,yes,no,no,794.3,332,287.73
1937 | 108,42,3,yes,yes,yes,555.4,303,295.7
1938 | 90,0,2,no,no,no,415.3,360,227.14
1939 | 100,33,1,no,no,yes,484.8,369,157.09
1940 | 155,30,1,no,no,yes,578.0999999999998,268,305.55
1941 | 113,0,2,yes,no,no,543.1,306,229.77
1942 | 123,0,1,no,no,no,593.8,273,307.00000000000006
1943 | 145,0,1,no,no,no,622.0,348,348.83
1944 | 42,0,2,no,no,no,673.0,285,342.5499999999999
1945 | 125,0,0,no,no,no,598.4,305,300.7800000000001
1946 | 131,30,1,no,no,yes,604.2,292,276.86
1947 | 107,0,1,no,no,no,603.5999999999998,236,175.48000000000005
1948 | 48,0,1,no,no,no,552.5,266,205.3
1949 | 76,0,0,no,no,no,636.3,300,292.7700000000001
1950 | 128,0,1,no,no,no,653.5,327,314.42999999999995
1951 | 73,0,0,no,no,no,617.4,291,241.93
1952 | 52,0,4,yes,no,no,471.5,302,223.6
1953 | 126,26,1,no,yes,yes,469.9,346,201.02
1954 | 124,0,1,no,no,no,594.8000000000002,333,277.18999999999994
1955 | 137,0,0,no,no,no,666.8000000000002,355,289.22
1956 | 71,0,0,yes,no,no,721.4,320,269.11
1957 | 139,0,0,no,no,no,617.5,285,257.62
1958 | 107,30,3,no,no,yes,578.3000000000002,257,221.8
1959 | 147,0,1,no,no,no,583.3,285,219.51
1960 | 116,0,3,no,no,no,400.1,286,173.07000000000005
1961 | 60,31,2,no,no,yes,672.9,275,268.35
1962 | 38,0,0,no,no,no,375.4,274,203.91000000000003
1963 | 63,0,3,no,no,no,540.0,296,213.63
1964 | 94,0,3,no,no,no,612.4,326,305.17
1965 | 131,0,0,no,no,no,465.0,359,187.98
1966 | 158,0,1,no,no,no,563.5,297,245.65
1967 | 139,0,1,yes,no,no,629.9,336,279.51
1968 | 77,0,1,no,no,no,590.6,342,289.9000000000001
1969 | 140,0,3,no,no,no,557.3,312,225.34
1970 | 72,0,1,no,no,no,543.9,302,229.9
1971 | 52,20,1,no,no,yes,603.8,295,327.14
1972 | 103,0,5,no,no,no,601.9000000000002,320,267.71
1973 | 74,32,1,no,no,yes,728.9000000000003,318,303.77
1974 | 124,0,2,no,no,no,555.4000000000002,279,193.53
1975 | 85,21,5,no,no,yes,678.6999999999998,299,226.44
1976 | 113,20,5,yes,no,yes,599.5,241,326.63
1977 | 71,0,2,no,no,no,468.69999999999993,296,217.67
1978 | 177,27,1,no,no,yes,652.0999999999998,294,283.7
1979 | 49,0,2,yes,yes,no,630.1,303,237.75000000000003
1980 | 106,0,3,yes,yes,no,549.8,250,223.97
1981 | 60,0,1,no,no,no,609.8,247,266.59
1982 | 43,0,4,no,no,no,646.6,299,373.9
1983 | 66,0,1,no,no,no,585.8,359,266.63
1984 | 125,0,0,no,no,no,628.0,257,255.4
1985 | 114,4,3,no,no,yes,604.8000000000002,272,279.91
1986 | 112,0,3,yes,no,no,674.1,312,236.24
1987 | 101,16,2,no,no,yes,535.5000000000001,325,230.03
1988 | 70,0,0,no,no,no,313.0,273,179.85
1989 | 59,0,0,no,no,no,475.5,329,188.92
1990 | 59,0,1,no,no,no,560.5,298,266.64
1991 | 124,30,2,no,no,yes,645.3,225,286.8
1992 | 99,0,2,no,no,no,593.9,315,285.4500000000001
1993 | 150,0,1,no,no,no,578.0,316,238.06
1994 | 81,0,2,no,no,no,560.8000000000002,267,244.39
1995 | 86,0,0,no,no,no,701.1,286,284.2600000000001
1996 | 84,0,0,no,no,no,435.9,267,147.70000000000005
1997 | 118,35,1,no,no,yes,741.6000000000001,341,293.87000000000006
1998 | 89,0,1,no,no,no,672.4,343,251.72000000000003
1999 | 93,0,3,no,no,no,575.0000000000001,273,233.08
2000 | 85,0,2,no,no,no,471.9,283,214.96
2001 | 160,0,0,no,no,no,447.2,274,199.69
2002 | 28,0,3,no,no,no,532.4,294,246.12
2003 | 73,0,1,yes,no,no,689.5,342,290.56999999999994
2004 | 156,0,3,no,no,no,631.9999999999999,333,318.79
2005 | 33,0,1,no,yes,no,555.1999999999998,346,248.1
2006 | 77,0,4,no,no,no,643.5999999999998,267,308.31
2007 | 119,0,1,no,no,no,546.0,283,248.83
2008 | 91,27,3,no,no,yes,557.7,273,268.09
2009 | 102,0,3,no,no,no,670.1,304,259.64000000000004
2010 | 86,33,3,no,no,yes,570.1,308,163.37
2011 | 82,0,0,no,no,no,502.3,307,226.83
2012 | 89,0,0,no,no,no,479.1,367,216.14
2013 | 86,0,3,no,no,no,589.3,323,252.63
2014 | 134,0,1,no,no,no,474.1,310,211.33
2015 | 92,0,2,no,no,no,560.5,272,223.01999999999995
2016 | 87,0,3,no,no,no,553.6,283,241.34
2017 | 64,0,0,no,no,no,569.0,290,212.57
2018 | 80,0,3,no,no,no,649.2,302,244.39
2019 | 165,39,3,no,no,yes,542.2,324,246.98
2020 | 153,22,1,no,no,yes,625.9,323,264.6
2021 | 41,30,1,no,no,yes,545.2,292,208.12
2022 | 108,0,2,no,no,no,692.7,271,288.57
2023 | 104,26,1,no,no,yes,577.6999999999998,317,258.57
2024 | 115,0,1,no,no,no,494.1,256,220.8
2025 | 87,0,1,no,no,no,507.6,306,244.99
2026 | 159,23,2,no,no,yes,544.4,275,216.51
2027 | 119,0,2,no,no,no,542.4,364,235.39
2028 | 69,0,1,no,no,no,617.9,334,314.05
2029 | 87,36,1,no,yes,yes,595.4,340,285.6500000000001
2030 | 93,0,1,yes,no,no,792.0,312,388.18
2031 | 154,0,0,yes,yes,no,549.4,326,235.43
2032 | 57,37,1,no,no,yes,647.3,309,222.34
2033 | 130,0,5,no,no,no,603.6999999999998,314,264.16
2034 | 151,0,2,no,no,no,605.2,264,251.0
2035 | 162,0,2,yes,no,no,757.6999999999997,227,325.5
2036 | 60,0,1,no,no,no,697.2,339,389.64
2037 | 81,0,3,no,no,no,714.7,232,284.05
2038 | 132,0,3,no,no,no,561.9,334,197.71
2039 | 86,0,1,no,no,no,489.3,333,202.22
2040 | 136,0,1,yes,no,no,766.2,321,337.14
2041 | 121,21,1,no,no,yes,539.0,317,243.31
2042 | 105,15,2,no,no,yes,543.6,353,314.6
2043 | 105,34,2,no,no,yes,576.1999999999998,242,214.44
2044 | 51,26,1,no,no,yes,692.5,257,254.92
2045 | 64,0,3,no,no,no,486.19999999999993,314,209.45
2046 | 80,30,0,no,yes,yes,574.5,365,270.63
2047 | 56,0,4,no,no,no,615.1,320,171.45999999999995
2048 | 120,0,1,no,no,no,602.8,310,304.92
2049 | 103,0,3,no,no,no,619.5,337,284.25
2050 | 164,27,3,no,no,yes,582.2,351,299.17
2051 | 116,27,2,no,no,yes,634.0,278,276.97
2052 | 121,0,1,no,no,no,585.8,301,303.92999999999995
2053 | 55,0,1,no,yes,no,668.5,316,291.4899999999999
2054 | 183,0,2,no,no,no,554.5,322,264.57000000000005
2055 | 104,0,0,no,no,no,613.9,368,174.89999999999995
2056 | 90,0,1,no,no,no,481.20000000000016,327,169.32999999999996
2057 | 82,0,1,no,no,no,480.9,290,196.6
2058 | 101,0,3,no,no,no,567.3,325,251.28
2059 | 9,16,2,no,no,yes,507.5,294,272.35
2060 | 97,0,0,no,no,no,749.6,263,352.86
2061 | 94,0,3,yes,no,no,729.5,311,333.82
2062 | 127,25,0,no,no,yes,703.3,276,294.55
2063 | 125,34,0,no,no,yes,618.4999999999999,325,190.19000000000003
2064 | 140,0,1,no,no,no,659.5999999999998,330,283.08
2065 | 90,0,2,no,no,no,505.30000000000007,390,297.52
2066 | 67,0,2,no,no,no,589.4000000000002,259,286.7100000000001
2067 | 113,0,1,no,no,no,583.7,249,209.85
2068 | 121,26,0,no,no,yes,659.6,308,284.16
2069 | 93,0,4,no,no,no,555.1999999999998,276,206.92
2070 | 121,0,1,no,no,no,444.8,278,145.89999999999995
2071 | 53,0,0,yes,no,no,697.8,338,252.29
2072 | 75,0,1,no,no,no,544.4,284,220.8
2073 | 132,0,2,no,no,no,746.4000000000003,320,316.44
2074 | 162,0,3,no,no,no,451.9,347,202.13
2075 | 140,0,1,no,no,no,645.8,342,294.79
2076 | 91,0,2,no,no,no,632.1,340,254.08
2077 | 73,28,2,no,no,yes,545.1999999999998,370,255.95
2078 | 95,0,4,yes,yes,no,702.7,327,280.73
2079 | 145,0,0,no,no,no,668.2,363,346.26000000000016
2080 | 100,0,1,no,no,no,401.3,274,132.17
2081 | 122,0,2,no,no,no,684.8,320,308.44
2082 | 109,0,0,no,no,no,748.9,265,309.43
2083 | 82,0,1,no,no,no,546.1,323,337.47
2084 | 65,23,0,no,no,yes,646.3999999999999,285,289.71
2085 | 52,0,3,no,no,no,493.8,272,205.49
2086 | 136,24,2,no,no,yes,574.4,286,271.12
2087 | 75,0,1,no,no,no,518.4,306,264.87
2088 | 146,0,1,no,no,no,615.7,249,283.09
2089 | 105,0,4,no,no,no,600.6,316,273.01
2090 | 48,0,2,no,no,no,574.4,284,221.08
2091 | 45,0,1,no,no,no,696.3000000000003,300,288.48
2092 | 106,37,2,no,no,yes,609.3000000000002,298,207.24
2093 | 33,0,2,no,no,no,571.3,245,208.7
2094 | 68,0,2,no,no,no,577.1999999999998,346,267.2
2095 | 106,0,0,no,no,no,621.0999999999998,258,240.98
2096 | 141,0,0,no,no,no,536.1,286,232.73
2097 | 98,0,0,no,no,no,592.5,340,220.35
2098 | 94,28,0,no,no,yes,480.6,265,176.93
2099 | 65,0,2,no,no,no,546.4,276,243.49
2100 | 85,0,1,no,no,no,594.9999999999999,337,240.14
2101 | 71,0,3,yes,no,no,817.6999999999997,331,348.83000000000015
2102 | 112,30,0,no,no,yes,372.6,315,166.77
2103 | 110,0,0,no,no,no,555.1,305,258.83000000000004
2104 | 111,0,2,no,no,no,655.1,299,251.41
2105 | 74,0,2,yes,no,no,723.8000000000003,304,294.77
2106 | 105,0,2,no,no,no,472.3,271,203.02
2107 | 40,0,0,no,no,no,639.0,272,224.55
2108 | 128,18,0,yes,yes,yes,615.1,302,283.73
2109 | 123,0,2,yes,no,no,747.1999999999997,306,303.38
2110 | 122,0,0,no,no,no,535.2,252,222.04
2111 | 114,19,3,no,no,yes,568.8000000000002,322,217.42
2112 | 102,25,2,no,no,yes,512.5,282,237.8
2113 | 126,0,0,no,no,no,574.4,267,376.44
2114 | 150,0,4,yes,no,no,519.3000000000002,273,212.66
2115 | 60,0,2,yes,no,no,799.9000000000003,296,327.8900000000001
2116 | 123,0,3,no,no,no,621.0,284,248.58
2117 | 138,0,0,yes,yes,no,620.3000000000002,324,295.31000000000006
2118 | 29,0,1,no,no,no,484.8,236,203.11
2119 | 111,0,4,no,no,no,581.5,334,248.01
2120 | 37,0,0,yes,yes,no,592.0999999999998,306,284.19
2121 | 111,0,0,yes,no,no,735.6,297,308.43
2122 | 81,0,1,no,no,no,614.2,260,288.49
2123 | 46,0,1,no,no,no,525.8000000000002,298,195.37
2124 | 69,27,0,no,no,yes,803.6999999999997,272,355.23
2125 | 125,0,1,no,no,no,464.3,280,234.79
2126 | 43,0,3,no,no,no,478.1,313,313.24
2127 | 127,27,1,no,no,yes,625.1999999999998,253,313.35
2128 | 94,0,1,no,no,no,698.0,314,334.33
2129 | 46,0,3,no,no,no,630.4000000000002,276,280.30999999999995
2130 | 73,26,2,no,no,yes,469.6,297,265.78
2131 | 146,23,2,no,no,yes,690.3,359,354.52
2132 | 93,0,1,no,no,no,671.1,291,241.3
2133 | 52,31,1,no,no,yes,599.5,266,308.3400000000001
2134 | 202,0,3,no,no,no,485.8,323,230.49
2135 | 129,31,2,no,no,yes,625.6999999999998,285,261.18999999999994
2136 | 94,0,1,no,no,no,700.4,239,325.89
2137 | 100,0,0,no,no,no,543.2,352,206.25000000000003
2138 | 43,0,1,no,no,no,680.1999999999998,298,250.27
2139 | 130,0,0,no,no,no,591.5999999999998,309,226.91
2140 | 124,0,3,no,no,no,663.9,342,303.72
2141 | 92,0,3,yes,yes,no,755.9000000000003,332,361.14
2142 | 48,0,4,no,no,no,592.0,276,304.19
2143 | 98,29,2,no,no,yes,583.7,317,298.44999999999993
2144 | 100,0,1,yes,no,no,465.6,328,190.65
2145 | 79,0,3,no,no,no,479.50000000000006,304,237.72
2146 | 164,0,1,no,no,no,471.9,243,212.21
2147 | 105,0,1,no,no,no,681.3999999999999,309,358.34
2148 | 89,0,0,no,yes,no,541.1999999999998,329,215.07
2149 | 126,0,3,yes,no,no,691.2,300,242.47000000000003
2150 | 96,0,1,no,no,no,606.4,273,284.23
2151 | 120,33,0,no,no,yes,621.1999999999998,260,221.24
2152 | 212,0,2,yes,no,no,724.4,346,257.06
2153 | 72,0,2,no,no,no,564.4,316,324.2
2154 | 155,26,1,no,yes,yes,508.7,336,204.12
2155 | 89,0,2,no,no,no,424.7,285,185.36
2156 | 126,0,2,no,yes,no,741.9000000000003,350,356.06
2157 | 172,0,2,yes,no,no,707.1,322,247.03
2158 | 75,0,3,no,no,no,640.1999999999998,304,279.32
2159 | 143,0,2,no,no,no,557.6,333,286.12
2160 | 166,0,0,yes,yes,no,560.5,284,279.92
2161 | 132,0,1,no,no,no,665.0999999999998,328,343.71000000000015
2162 | 94,0,1,yes,yes,no,610.1999999999998,277,226.92
2163 | 99,0,0,no,no,no,545.2,256,252.26
2164 | 136,35,1,no,no,yes,725.1,313,286.01
2165 | 119,0,1,no,no,no,716.8,307,284.54
2166 | 115,0,3,yes,yes,no,632.0,278,190.47
2167 | 160,0,2,no,no,no,605.9,319,239.53
2168 | 166,0,2,no,no,no,598.4000000000002,289,202.52
2169 | 120,0,1,no,no,no,584.0,317,291.21
2170 | 173,0,1,no,no,no,479.5,354,163.86
2171 | 156,0,0,no,no,no,621.0,269,298.54
2172 | 70,0,0,no,no,no,668.6,305,317.86
2173 | 41,0,1,no,no,no,607.8,318,267.51
2174 | 132,0,0,no,no,no,607.4000000000002,262,272.67
2175 | 47,0,0,yes,yes,no,392.6,346,186.4
2176 | 160,0,1,no,no,no,372.1,291,188.56
2177 | 180,0,3,no,no,no,516.5,319,225.64
2178 | 93,0,2,no,no,no,612.5,262,287.74
2179 | 109,0,2,no,no,no,637.9,279,344.3
2180 | 80,0,0,no,no,no,509.3,310,185.43
2181 | 54,24,2,no,no,yes,396.3,308,139.0
2182 | 121,0,2,no,no,no,562.0,339,318.2999999999999
2183 | 157,29,1,no,no,yes,632.6,333,259.88
2184 | 170,37,0,no,no,yes,676.9,330,308.36
2185 | 138,0,3,no,no,no,621.0,347,236.79
2186 | 92,31,1,no,no,yes,678.5,302,293.58
2187 | 126,0,1,no,no,no,545.0,305,248.69
2188 | 41,0,3,yes,no,no,796.6,283,306.89
2189 | 167,0,4,yes,no,no,571.4,300,273.08000000000004
2190 | 91,0,2,no,no,no,687.6999999999997,314,298.43
2191 | 127,0,3,no,no,no,444.9,316,203.49
2192 | 88,27,1,no,no,yes,545.3,303,237.74
2193 | 113,0,1,no,no,no,404.0,313,174.94000000000003
2194 | 78,0,2,no,no,no,588.4,281,230.64
2195 | 123,0,2,no,no,no,668.1999999999998,269,262.19
2196 | 136,29,2,no,yes,yes,568.2,290,291.05
2197 | 68,34,1,no,no,yes,558.9,302,262.2
2198 | 132,10,0,no,no,yes,629.0999999999998,242,207.75000000000003
2199 | 133,0,2,no,no,no,633.5,296,257.11999999999995
2200 | 127,0,0,no,no,no,547.6999999999998,348,166.26999999999995
2201 | 110,0,2,no,no,no,669.3,253,314.4600000000001
2202 | 121,0,1,no,no,no,522.3,287,265.67999999999995
2203 | 116,0,2,no,no,no,477.4,362,236.16
2204 | 112,16,1,no,yes,yes,559.6,258,211.57
2205 | 97,0,4,yes,yes,no,690.1,318,303.23
2206 | 43,0,2,no,no,no,459.9,377,220.86
2207 | 110,0,3,no,no,no,534.5,352,284.57
2208 | 67,0,1,no,no,no,575.3000000000002,366,212.23
2209 | 166,0,0,no,no,no,480.9,331,245.71
2210 | 129,0,1,no,no,no,616.1999999999998,324,283.57
2211 | 103,0,3,no,yes,no,480.9,273,208.32
2212 | 71,0,0,yes,no,no,736.0,268,333.42
2213 | 112,27,4,no,no,yes,640.1,324,256.78
2214 | 8,36,1,no,no,yes,595.9,268,242.40000000000003
2215 | 98,0,0,yes,no,no,730.0999999999997,267,272.03000000000003
2216 | 90,0,1,no,no,no,624.9000000000002,355,215.24
2217 | 13,0,0,yes,no,no,712.8,302,306.98
2218 | 58,0,2,no,no,no,619.0,282,248.96
2219 | 137,22,2,no,no,yes,559.6,310,238.21
2220 | 116,0,5,yes,no,no,611.4,303,275.63
2221 | 94,28,3,no,no,yes,456.0,283,265.04
2222 | 87,0,3,no,no,no,635.5000000000001,271,263.44
2223 | 120,0,2,no,no,no,573.4000000000002,265,229.23
2224 | 97,24,0,no,no,yes,616.7,293,327.97
2225 | 134,0,6,no,no,no,524.5999999999998,301,223.19
2226 | 68,0,2,no,no,no,509.0,234,265.32
2227 | 93,0,1,no,no,no,633.4,251,314.39
2228 | 120,0,1,no,no,no,512.7,323,203.79
2229 | 41,0,2,no,no,no,688.9000000000003,343,289.36
2230 | 80,0,2,no,no,no,581.9,260,216.21
2231 | 83,25,2,no,no,yes,709.0,322,319.2
2232 | 109,0,2,no,yes,no,541.3,348,179.86
2233 | 66,33,3,no,no,yes,378.2,314,206.81
2234 | 104,0,0,no,no,no,526.8000000000002,283,306.47
2235 | 89,0,1,no,no,no,597.2,289,309.99
2236 | 127,0,2,no,no,no,579.4,299,223.18
2237 | 117,13,1,no,no,yes,602.8,240,294.17
2238 | 128,0,2,no,no,no,623.8000000000002,348,290.45
2239 | 88,0,4,yes,no,no,595.5,287,299.04
2240 | 61,0,1,yes,no,no,695.4,345,306.39
2241 | 22,0,2,no,no,no,596.3,355,266.2
2242 | 78,0,0,no,no,no,521.1999999999998,293,213.61
2243 | 56,29,1,no,no,yes,413.3,330,256.78
2244 | 192,0,2,no,no,no,633.6999999999998,294,275.61
2245 | 70,0,2,no,no,no,532.1,324,248.37
2246 | 148,0,1,no,no,no,678.5,276,303.32
2247 | 65,29,2,no,no,yes,514.5,302,186.85
2248 | 119,0,1,no,no,no,546.1999999999998,255,240.94
2249 | 80,0,0,no,no,no,611.6,312,257.25
2250 | 152,20,5,no,no,yes,729.6999999999997,349,342.28
2251 | 113,0,3,no,no,no,444.4,253,201.72
2252 | 75,0,1,no,no,no,719.3,381,359.82
2253 | 80,0,1,no,no,no,462.5,273,147.53
2254 | 148,0,1,no,no,no,393.0,334,231.83
2255 | 63,0,1,no,yes,no,533.6999999999998,289,301.0
2256 | 97,28,1,no,no,yes,535.8000000000002,248,311.2700000000001
2257 | 166,0,0,no,no,no,460.2,321,178.92000000000004
2258 | 94,0,1,no,no,no,615.1999999999998,312,299.04
2259 | 85,33,1,no,no,yes,676.2,278,290.1
2260 | 80,0,1,yes,yes,no,689.6000000000001,282,285.34
2261 | 210,31,3,no,no,yes,664.3000000000002,294,270.0
2262 | 88,25,1,no,yes,yes,733.3,310,308.53
2263 | 100,0,4,no,no,no,676.7,237,199.2
2264 | 154,35,1,no,no,yes,415.20000000000016,243,189.04
2265 | 32,26,1,no,no,yes,662.6,403,245.06
2266 | 18,0,3,no,no,no,611.4000000000002,312,264.24
2267 | 126,31,0,no,no,yes,763.1000000000001,271,304.37
2268 | 144,37,1,no,no,yes,570.5,294,182.79
2269 | 29,0,2,yes,no,no,760.6999999999997,364,303.32
2270 | 86,16,0,no,no,yes,563.5,306,269.26
2271 | 138,37,0,no,no,yes,420.2,358,199.78
2272 | 146,0,3,no,no,no,740.2,266,373.18
2273 | 175,0,1,no,no,no,685.3,287,371.94
2274 | 74,0,2,no,no,no,666.0,303,326.79
2275 | 48,0,2,no,no,no,478.0,329,190.57
2276 | 74,31,4,no,no,yes,649.4,206,251.61
2277 | 105,0,0,no,yes,no,626.5,355,309.58
2278 | 157,0,3,no,no,no,555.4,209,231.39
2279 | 217,0,0,no,no,no,655.0999999999998,325,327.47
2280 | 68,0,1,no,no,no,695.1,225,321.30999999999995
2281 | 80,0,1,no,no,no,545.5,333,285.56
2282 | 38,25,2,no,no,yes,596.1,338,186.79
2283 | 107,38,0,no,no,yes,704.9,233,353.84000000000015
2284 | 140,0,3,no,no,no,620.7,239,303.88
2285 | 98,0,5,yes,no,no,469.3,325,172.39
2286 | 114,0,2,no,no,no,544.8000000000002,300,260.55999999999995
2287 | 46,0,1,no,no,no,580.3999999999999,302,282.45
2288 | 118,42,0,no,no,yes,597.0,322,325.0900000000001
2289 | 37,0,3,no,no,no,632.9,309,269.63
2290 | 34,0,0,no,no,no,550.5999999999998,328,277.25
2291 | 98,23,1,no,yes,yes,733.0,234,261.82
2292 | 113,0,3,yes,no,no,720.2,365,280.17
2293 | 69,0,0,no,no,no,627.1,229,247.18000000000004
2294 | 121,0,2,no,no,no,499.3,357,209.0
2295 | 59,31,1,no,yes,yes,652.1,239,293.86999999999995
2296 | 59,0,0,no,no,no,533.6,352,274.63
2297 | 190,0,0,no,no,no,440.70000000000016,313,159.59
2298 | 109,0,1,no,no,no,622.2,283,260.16
2299 | 136,0,2,no,no,no,536.9,308,259.98
2300 | 86,0,1,no,no,no,409.9,299,187.12
2301 | 100,27,0,no,no,yes,658.5,265,261.29
2302 | 106,0,0,no,no,no,668.6999999999998,280,286.6
2303 | 104,0,2,no,no,no,568.0,292,280.67
2304 | 129,0,2,no,no,no,606.2,292,290.9600000000001
2305 | 205,0,2,no,no,no,398.9,275,220.69
2306 | 93,32,0,no,no,yes,488.0,338,176.04
2307 | 123,0,3,no,no,no,576.9,287,376.8
2308 | 99,0,1,no,no,no,684.1,311,334.71
2309 | 61,33,3,no,no,yes,683.9999999999999,274,276.8
2310 | 71,0,1,no,no,no,571.3000000000002,272,239.66
2311 | 4,0,0,no,yes,no,664.1,268,268.29
2312 | 148,25,3,no,no,yes,693.8,303,288.25
2313 | 141,0,1,no,no,no,708.6999999999997,329,367.16
2314 | 56,0,0,no,no,no,661.6,267,368.05000000000007
2315 | 160,0,3,no,no,no,574.0,257,187.02
2316 | 43,35,3,no,no,yes,663.4,294,274.45
2317 | 42,0,2,no,no,no,508.2,270,156.95
2318 | 135,0,1,no,yes,no,478.0,310,263.40000000000003
2319 | 106,0,3,no,no,no,534.3,253,187.65
2320 | 106,0,0,no,no,no,610.5,305,253.76
2321 | 83,30,3,no,no,yes,715.0,317,259.13000000000005
2322 | 110,0,1,no,no,no,518.3,331,217.35
2323 | 153,0,1,no,no,no,800.8,231,437.08
2324 | 109,35,5,no,no,yes,776.6,321,346.48
2325 | 31,0,1,no,no,no,579.0,257,258.42
2326 | 124,0,4,yes,no,no,596.0999999999998,324,270.02000000000004
2327 | 110,0,2,yes,no,no,757.8,357,319.59
2328 | 124,0,0,no,no,no,633.9,333,316.58
2329 | 82,0,6,yes,no,no,495.69999999999993,255,237.98
2330 | 122,0,1,no,no,no,511.5,280,296.65
2331 | 137,0,1,no,no,no,555.6999999999998,360,242.38
2332 | 69,0,1,no,no,no,579.7,329,250.52
2333 | 46,34,1,no,no,yes,707.9000000000003,332,219.37
2334 | 103,0,1,no,no,no,548.7,287,235.93
2335 | 16,0,2,no,no,no,549.4000000000002,304,282.77
2336 | 119,0,3,no,no,no,446.4,274,231.27
2337 | 124,0,3,yes,yes,no,539.7,269,223.09
2338 | 122,37,1,no,no,yes,687.4,315,266.43
2339 | 139,0,4,no,no,no,675.3999999999999,307,218.18
2340 | 67,0,2,no,no,no,563.2,299,286.51
2341 | 84,0,1,no,no,no,454.19999999999993,282,142.22
2342 | 101,17,0,no,no,yes,592.6,256,257.62
2343 | 40,0,0,no,no,no,638.1,339,330.68
2344 | 61,0,2,no,no,no,566.0,329,270.82
2345 | 120,0,1,yes,yes,no,554.3,261,247.94
2346 | 95,0,1,no,no,no,578.1000000000001,314,167.23000000000005
2347 | 98,0,0,no,no,no,632.5,282,276.49
2348 | 114,0,2,no,no,no,520.6,302,248.5
2349 | 68,29,1,yes,yes,yes,584.6,303,264.66
2350 | 149,20,2,no,no,yes,695.6999999999997,317,276.09000000000003
2351 | 22,0,0,no,no,no,666.1,308,304.72
2352 | 176,0,0,no,no,no,347.7,338,99.92
2353 | 152,0,2,no,no,no,615.0,313,263.76
2354 | 118,0,0,no,no,no,571.1999999999998,229,217.3
2355 | 101,0,1,no,yes,no,574.8000000000002,225,263.98
2356 | 102,0,2,yes,no,no,701.1,303,280.79
2357 | 118,0,2,no,no,no,732.0,327,341.87
2358 | 105,0,2,yes,no,no,838.4,332,353.95
2359 | 153,0,1,yes,no,no,621.8000000000002,321,237.92
2360 | 71,0,0,no,no,no,425.70000000000016,348,153.42
2361 | 71,31,1,no,no,yes,585.8000000000002,274,292.3400000000001
2362 | 68,0,2,no,no,no,593.3,319,226.96
2363 | 66,0,3,no,no,no,404.0,269,220.43
2364 | 101,0,3,no,no,no,634.7,374,250.34000000000003
2365 | 116,0,0,no,no,no,515.5,253,264.16
2366 | 54,33,0,no,no,yes,602.4000000000002,211,215.25
2367 | 112,29,1,no,no,yes,738.4,310,359.72
2368 | 122,45,1,no,no,yes,512.7,293,254.1
2369 | 74,0,3,no,no,no,633.7,305,236.65
2370 | 90,0,1,no,no,no,585.2,277,236.16000000000003
2371 | 112,0,4,yes,no,no,538.9,342,269.07
2372 | 85,0,4,no,no,no,561.8000000000002,310,256.89
2373 | 100,0,1,no,no,no,682.9000000000002,273,338.75
2374 | 114,0,2,no,no,no,566.4,311,271.33000000000004
2375 | 83,0,0,no,no,no,647.3,316,294.69
2376 | 157,0,0,no,yes,no,610.1,314,286.96
2377 | 51,0,2,no,no,no,519.9,333,268.93
2378 | 42,0,1,yes,no,no,688.9999999999999,239,226.69
2379 | 101,36,1,yes,no,yes,585.5999999999998,362,331.2
2380 | 112,0,3,no,no,no,523.6,324,199.04
2381 | 56,0,2,no,no,no,597.0999999999998,304,246.71
2382 | 53,0,9,yes,no,no,598.6999999999998,366,290.3
2383 | 64,22,1,no,no,yes,569.8000000000002,236,288.34
2384 | 123,0,0,no,no,no,402.2,360,101.16
2385 | 68,30,2,no,no,yes,565.5,330,251.81
2386 | 40,0,0,no,yes,no,705.6999999999997,303,284.23
2387 | 132,0,0,no,no,no,720.9999999999999,266,313.26
2388 | 120,0,2,yes,yes,no,569.6999999999998,292,235.93
2389 | 108,32,6,yes,no,yes,517.9,323,245.64
2390 | 161,0,1,yes,no,no,785.4,346,324.6
2391 | 130,0,0,yes,no,no,583.3000000000002,348,232.92
2392 | 122,0,0,no,no,no,670.7,309,290.71
2393 | 130,19,2,no,no,yes,582.2,306,261.57000000000005
2394 | 90,0,1,no,no,no,644.1,351,296.5
2395 | 139,25,0,no,no,yes,390.9,266,203.67
2396 | 57,0,3,no,no,no,597.3000000000002,349,281.96
2397 | 128,0,4,no,no,no,706.5999999999997,272,365.92
2398 | 127,0,2,no,yes,no,598.6,292,296.6
2399 | 107,0,1,yes,no,no,649.0,241,224.84
2400 | 177,0,1,no,no,no,521.6,271,233.6
2401 | 121,0,1,no,no,no,449.9,281,167.21
2402 | 99,39,0,no,yes,yes,602.9,304,230.72
2403 | 126,0,1,yes,yes,no,716.3,293,259.53
2404 | 77,33,5,yes,no,yes,475.4,327,156.1
2405 | 21,0,2,no,no,no,475.0,352,215.42
2406 | 56,0,1,no,no,no,552.2,236,211.41
2407 | 92,29,1,yes,no,yes,541.3,364,189.01
2408 | 81,0,2,no,no,no,624.4000000000002,315,241.58
2409 | 139,31,1,yes,yes,yes,631.1999999999998,272,278.88
2410 | 68,0,1,no,no,no,610.8000000000002,288,279.64
2411 | 183,8,2,no,no,yes,560.8000000000002,351,229.82
2412 | 90,0,0,no,no,no,445.6,355,149.07
2413 | 165,0,1,no,no,no,617.3,268,236.32
2414 | 89,0,1,yes,no,no,661.8,320,241.76
2415 | 59,0,0,no,no,no,712.5999999999997,265,372.01
2416 | 16,0,0,no,yes,no,454.2,246,232.02
2417 | 114,0,5,yes,no,no,593.0,339,329.45
2418 | 113,0,2,no,no,no,600.0,341,234.75000000000003
2419 | 120,0,2,no,no,no,440.9,284,188.37
2420 | 115,0,0,no,no,no,636.9,288,325.7800000000001
2421 | 37,0,2,yes,no,no,717.5,300,281.84
2422 | 100,0,2,yes,yes,no,505.80000000000007,293,206.95
2423 | 132,0,4,yes,no,no,519.9000000000002,282,233.23
2424 | 38,36,2,no,no,yes,481.5,266,230.86
2425 | 1,0,0,no,no,no,436.9,273,118.62
2426 | 97,15,1,no,no,yes,477.69999999999993,339,202.89
2427 | 55,28,2,no,no,yes,498.8,288,232.94
2428 | 75,0,1,no,no,no,615.6,356,307.61
2429 | 83,0,2,no,no,no,600.1,278,286.16
2430 | 40,0,6,yes,no,no,515.1999999999998,298,256.35
2431 | 101,21,2,no,no,yes,690.6,272,304.47
2432 | 120,40,0,no,no,yes,591.1,301,255.73
2433 | 183,31,1,no,no,yes,571.5,267,253.65
2434 | 75,0,4,yes,no,no,563.6999999999998,330,234.45
2435 | 80,0,2,no,no,no,608.2,330,234.3
2436 | 88,0,0,no,no,no,485.9,324,217.36
2437 | 112,23,1,no,no,yes,806.1,288,280.92999999999995
2438 | 63,0,1,no,no,no,612.5,341,228.27
2439 | 105,31,4,yes,no,yes,688.3999999999999,332,377.71
2440 | 92,0,2,no,no,no,642.5,310,257.73
2441 | 177,0,1,no,no,no,557.8,324,255.99
2442 | 118,0,0,no,no,no,573.1,373,236.5
2443 | 111,13,1,no,no,yes,544.2,300,283.22
2444 | 82,34,3,no,no,yes,677.2,316,353.42999999999995
2445 | 74,0,0,no,no,no,451.1,308,229.68
2446 | 121,31,5,no,no,yes,679.2000000000003,335,203.91
2447 | 131,0,1,no,no,no,560.8000000000002,309,211.71
2448 | 125,0,2,no,no,no,547.7,340,265.46000000000004
2449 | 19,0,1,no,no,no,564.1999999999998,335,279.25
2450 | 138,0,3,no,no,no,498.2,305,202.75
2451 | 119,0,3,no,no,no,661.5,335,267.78000000000003
2452 | 137,0,1,no,no,no,608.0,315,308.78
2453 | 182,0,2,yes,no,no,667.6,336,249.72
2454 | 135,0,1,no,no,no,473.3,291,119.14
2455 | 134,38,1,no,no,yes,601.1,237,229.57
2456 | 45,0,1,no,no,no,582.3,333,279.98
2457 | 129,0,1,no,no,no,515.2,374,205.02
2458 | 142,0,4,no,no,no,627.8,308,270.03000000000003
2459 | 130,45,1,no,no,yes,624.5,284,281.66
2460 | 163,23,1,no,no,yes,760.1999999999997,323,367.44
2461 | 105,0,4,no,no,no,624.0,268,286.35
2462 | 119,0,2,no,no,no,512.1,283,285.02
2463 | 78,0,0,no,no,no,599.5999999999998,330,252.47
2464 | 92,0,2,no,no,no,527.8,310,226.45
2465 | 146,11,2,no,no,yes,596.0,265,290.13
2466 | 125,32,1,no,no,yes,426.1,302,213.59
2467 | 88,0,3,no,no,no,556.0999999999998,266,250.45
2468 | 83,38,0,no,no,yes,512.4,265,298.11999999999995
2469 | 3,0,1,no,yes,no,594.4000000000002,287,239.21
2470 | 152,41,1,yes,yes,yes,650.3,306,273.61
2471 | 48,0,3,no,no,no,517.3,366,248.17
2472 | 189,0,3,no,no,no,604.0,331,264.79999999999995
2473 | 95,23,0,no,no,yes,561.2,313,246.15
2474 | 129,0,1,yes,no,no,519.0,331,197.1
2475 | 66,40,0,no,no,yes,659.8,251,301.36
2476 | 80,22,0,no,no,yes,532.2,300,232.81
2477 | 1,0,1,no,no,no,562.6999999999998,265,284.97
2478 | 84,0,1,no,no,no,562.9,278,287.2700000000001
2479 | 96,0,1,no,no,no,675.1999999999998,314,270.47
2480 | 123,34,1,no,no,yes,754.9000000000003,277,361.34
2481 | 116,29,3,yes,yes,yes,646.0,303,255.86
2482 | 105,0,3,no,yes,no,704.8,301,315.23
2483 | 80,0,1,no,no,no,579.3,346,225.18
2484 | 157,0,2,no,no,no,652.4000000000002,243,316.8
2485 | 67,30,2,no,no,yes,650.1,309,231.19
2486 | 141,39,0,no,no,yes,695.5999999999997,342,349.64
2487 | 79,17,1,no,no,yes,771.8,262,337.16
2488 | 76,0,0,no,no,no,480.69999999999993,280,220.64
2489 | 111,0,0,no,no,no,485.1,316,234.45
2490 | 94,0,0,no,no,no,551.0000000000001,348,236.86
2491 | 143,0,4,yes,no,no,542.8,286,209.72
2492 | 109,0,1,no,no,no,725.2,295,356.1
2493 | 138,0,2,no,no,no,578.9,333,264.48999999999995
2494 | 73,0,0,no,no,no,554.4000000000002,209,258.65000000000003
2495 | 21,0,5,yes,no,no,550.8,246,330.38
2496 | 148,21,1,no,no,yes,561.0,344,206.41
2497 | 103,0,1,no,no,no,579.4000000000002,279,308.62
2498 | 143,22,1,no,no,yes,495.00000000000006,348,226.55
2499 | 79,32,2,no,no,yes,403.0,274,180.26
2500 | 89,0,1,no,no,no,498.6,328,245.33
2501 | 120,0,1,no,no,no,647.5999999999998,299,228.41
2502 | 121,41,1,no,no,yes,613.9,298,213.39
2503 | 101,0,0,no,no,no,588.6,270,248.59
2504 | 115,0,2,no,no,no,712.0,309,314.82
2505 | 168,0,2,no,no,no,665.1,309,355.02000000000015
2506 | 90,0,1,no,no,no,458.0,288,188.44
2507 | 70,0,3,no,no,no,594.5,314,290.86
2508 | 138,0,1,no,no,no,630.2,350,243.47000000000003
2509 | 43,0,0,no,no,no,541.4,322,280.5
2510 | 117,20,2,no,no,yes,509.8999999999999,355,215.46
2511 | 108,0,2,no,no,no,398.3,320,205.54
2512 | 118,0,2,no,no,no,703.7,336,337.82
2513 | 169,0,3,no,no,no,458.4,347,189.21
2514 | 62,42,0,no,no,yes,563.1,262,283.56
2515 | 86,0,2,no,no,no,456.3,345,212.42
2516 | 44,0,0,no,no,no,585.1,300,227.12
2517 | 111,0,5,yes,no,no,533.9,262,235.57
2518 | 127,19,2,no,no,yes,567.7,282,315.94
2519 | 151,0,0,no,yes,no,702.4999999999999,306,349.53
2520 | 53,0,2,no,no,no,595.4,298,264.75
2521 | 15,0,2,no,no,no,520.9,268,273.13
2522 | 123,28,1,no,no,yes,599.3,319,270.73
2523 | 137,0,1,no,no,no,560.3000000000002,327,247.64
2524 | 106,0,2,no,no,no,553.9,351,248.75000000000003
2525 | 88,0,3,no,no,no,523.2,290,264.29
2526 | 106,0,1,no,no,no,703.8999999999999,303,308.85
2527 | 95,0,0,no,no,no,662.0,271,262.16
2528 | 57,0,0,yes,yes,no,488.7,237,287.7100000000001
2529 | 184,0,2,no,no,no,572.4,289,283.91
2530 | 109,0,3,no,no,no,726.3,262,392.61
2531 | 127,0,2,no,no,no,582.3000000000002,359,266.19
2532 | 82,0,2,no,no,no,629.3,323,245.72
2533 | 180,0,1,no,no,no,518.1,338,234.92
2534 | 174,0,2,no,no,no,670.8000000000002,274,286.3
2535 | 92,0,2,yes,no,no,698.5,259,307.27
2536 | 81,0,1,no,no,no,510.5,316,202.92
2537 | 125,0,2,yes,no,no,448.0,281,199.72
2538 | 119,0,0,yes,no,no,730.7,218,275.98
2539 | 122,0,3,no,no,no,596.8,220,268.96000000000004
2540 | 34,0,1,no,no,no,553.6,283,254.61
2541 | 138,28,3,yes,yes,yes,712.4000000000003,335,251.36
2542 | 90,24,1,no,no,yes,452.6,297,226.33
2543 | 73,0,2,no,no,no,537.4000000000002,292,224.46
2544 | 19,0,1,yes,no,no,713.8999999999999,358,252.78000000000003
2545 | 120,28,1,no,no,yes,700.0,280,263.53
2546 | 160,0,3,no,no,no,634.1000000000001,248,309.72
2547 | 141,0,0,no,no,no,563.4000000000002,363,291.11
2548 | 90,0,2,no,no,no,614.1,256,269.47
2549 | 72,0,2,no,no,no,617.0,310,297.86
2550 | 117,21,1,no,no,yes,563.4,314,192.71
2551 | 79,0,2,no,yes,no,671.1,373,297.71
2552 | 87,0,1,no,no,no,584.7,302,258.72
2553 | 102,0,1,no,no,no,640.1,270,207.12
2554 | 49,0,1,no,no,no,613.1999999999998,353,214.81000000000003
2555 | 67,0,6,no,no,no,686.5,328,281.93
2556 | 107,0,2,no,no,no,523.8000000000002,284,238.45
2557 | 190,0,2,no,no,no,636.8,323,295.02
2558 | 118,0,2,no,no,no,478.20000000000016,286,248.38
2559 | 120,0,0,no,no,no,694.0999999999997,366,324.0499999999999
2560 | 94,0,0,no,no,no,448.8,308,183.88
2561 | 115,29,1,no,no,yes,625.5999999999998,279,267.38
2562 | 61,0,1,no,no,no,681.3,295,278.42
2563 | 143,33,1,no,no,yes,545.5,361,261.41
2564 | 110,0,1,no,no,no,489.6,303,232.13
2565 | 104,0,1,no,no,no,564.1,303,305.7399999999999
2566 | 16,0,1,no,no,no,541.8,257,203.32
2567 | 183,0,0,no,no,no,482.0,314,222.22
2568 | 147,0,2,no,no,no,587.1999999999998,302,274.74
2569 | 58,0,2,yes,no,no,665.5999999999998,315,180.48
2570 | 102,0,3,no,yes,no,627.3,245,216.48
2571 | 123,0,3,no,no,no,645.4,293,305.56
2572 | 64,43,1,no,no,yes,429.1,305,199.89
2573 | 103,0,2,no,no,no,655.4,214,294.2700000000001
2574 | 152,0,1,yes,no,no,604.5,230,198.79
2575 | 124,0,1,yes,no,no,673.4,319,247.99
2576 | 97,0,1,no,no,no,514.1,384,204.3
2577 | 131,0,1,yes,no,no,577.5999999999998,336,304.3
2578 | 57,33,2,no,no,yes,662.3000000000002,285,291.95
2579 | 157,0,2,no,no,no,602.7,267,256.8
2580 | 194,0,0,no,no,no,599.3,382,285.75
2581 | 66,0,1,no,no,no,580.8,314,284.1500000000001
2582 | 155,0,0,no,no,no,567.5,316,231.84
2583 | 123,0,4,yes,no,no,496.4,321,218.53
2584 | 116,0,2,no,no,no,626.0,304,333.73
2585 | 63,0,1,no,no,no,620.0,338,294.21
2586 | 64,0,3,no,no,no,619.1,314,245.78000000000003
2587 | 96,0,3,no,no,no,590.6999999999998,328,268.68
2588 | 53,0,1,no,no,no,576.1999999999998,288,251.95
2589 | 105,0,3,no,no,no,641.1,362,260.01
2590 | 53,37,2,no,no,yes,610.7,319,295.58
2591 | 101,0,1,no,no,no,570.9,287,242.2
2592 | 129,30,3,no,no,yes,638.5999999999998,312,301.66
2593 | 122,0,1,yes,no,no,748.0999999999997,382,315.55
2594 | 163,0,5,no,no,no,598.0999999999998,265,266.1
2595 | 93,0,0,no,no,no,545.8,321,235.7
2596 | 115,0,1,yes,yes,no,778.0,302,306.47
2597 | 25,0,1,yes,no,no,720.5999999999997,230,244.77
2598 | 73,0,1,no,no,no,490.3,339,268.36
2599 | 120,0,2,no,no,no,693.0999999999997,279,298.7999999999999
2600 | 196,0,1,no,no,no,571.5,304,274.53
2601 | 97,0,0,yes,no,no,747.2,324,308.73
2602 | 148,0,1,no,no,no,704.7,328,377.95
2603 | 85,30,1,no,no,yes,590.5,317,219.39
2604 | 86,0,2,yes,yes,no,469.69999999999993,353,179.59
2605 | 78,13,2,no,no,yes,709.9999999999999,328,319.87
2606 | 106,0,3,no,no,no,495.6,250,160.68999999999997
2607 | 147,38,2,no,no,yes,814.2,334,364.09
2608 | 145,0,1,yes,no,no,738.0999999999997,334,260.36
2609 | 91,0,3,no,no,no,528.2,299,148.92999999999995
2610 | 81,46,4,no,no,yes,668.4000000000002,327,285.96
2611 | 116,24,1,no,no,yes,740.0,272,415.2
2612 | 69,37,1,no,no,yes,447.0,324,190.21
2613 | 135,0,0,no,no,no,528.7,282,212.6
2614 | 73,0,2,no,no,no,692.1999999999997,291,323.6
2615 | 48,0,1,no,no,no,517.0,351,189.41
2616 | 125,0,0,yes,yes,no,688.4,306,189.14
2617 | 100,0,1,no,no,no,547.3000000000002,296,191.57
2618 | 165,33,0,no,no,yes,608.5,369,321.06
2619 | 64,0,2,no,no,no,544.4000000000002,292,234.94
2620 | 116,27,1,no,yes,yes,687.8000000000003,323,357.67
2621 | 147,35,3,yes,yes,yes,585.2,254,283.12
2622 | 115,0,1,no,no,no,690.7,341,363.48
2623 | 84,35,4,no,no,yes,580.5,377,226.3
2624 | 86,16,4,no,no,yes,618.0,335,312.17
2625 | 134,0,2,no,no,no,592.8,312,260.26
2626 | 105,0,0,yes,no,no,624.6,292,270.27
2627 | 88,0,2,no,no,no,593.1,337,312.35
2628 | 90,27,2,no,no,yes,529.0,286,178.88000000000005
2629 | 86,0,1,no,no,no,706.4,278,312.49
2630 | 37,0,4,no,no,no,550.3,337,180.1
2631 | 141,32,1,yes,no,yes,821.8,313,299.62
2632 | 148,0,2,no,no,no,651.0,337,286.69
2633 | 163,22,2,no,no,yes,512.6,304,204.51
2634 | 89,35,1,no,no,yes,510.3,285,182.69
2635 | 63,0,0,no,no,no,653.6,300,296.06
2636 | 102,0,2,no,no,no,562.3000000000002,290,295.41
2637 | 76,0,1,no,no,no,603.9,292,231.24
2638 | 104,0,2,no,no,no,561.5,250,292.99
2639 | 109,0,3,no,no,no,656.8,280,270.14
2640 | 105,0,2,no,no,no,639.9,324,299.1
2641 | 63,33,1,no,no,yes,773.0,259,337.05
2642 | 105,24,3,no,no,yes,778.5999999999997,329,379.15
2643 | 68,39,1,no,yes,yes,696.9,306,363.32
2644 | 63,21,1,no,yes,yes,519.7,306,260.89
2645 | 74,0,3,no,no,no,428.70000000000016,327,202.90000000000003
2646 | 76,0,0,no,no,no,602.6999999999998,266,249.43
2647 | 91,0,2,yes,yes,no,598.1,316,225.32
2648 | 101,0,5,no,no,no,583.9000000000002,365,218.71000000000004
2649 | 116,0,0,yes,no,no,790.5999999999997,313,318.22
2650 | 131,23,1,no,no,yes,714.7,339,360.34
2651 | 84,0,1,no,no,no,641.2,328,283.78
2652 | 104,0,2,no,no,no,523.3000000000002,260,214.9
2653 | 108,0,3,no,no,no,712.2,280,323.6
2654 | 111,0,0,no,no,no,615.8,340,325.15
2655 | 155,30,1,no,no,yes,555.0,314,271.57000000000005
2656 | 66,0,1,no,no,no,672.8999999999999,283,327.35
2657 | 64,0,1,no,no,no,557.6,262,222.82
2658 | 69,0,2,no,no,no,664.3,321,240.32
2659 | 116,0,3,no,no,no,653.6,254,230.45
2660 | 101,0,0,no,no,no,564.5,315,176.9
2661 | 15,0,2,no,no,no,588.3000000000002,254,288.98
2662 | 88,0,4,yes,no,no,705.5,328,215.66000000000003
2663 | 197,0,0,no,no,no,645.2,319,252.07
2664 | 50,0,2,yes,yes,no,583.2,278,215.32
2665 | 172,0,2,no,no,no,760.6,296,460.63
2666 | 188,26,1,yes,yes,yes,578.3,303,259.28
2667 | 85,0,3,no,yes,no,560.1999999999998,325,255.39
2668 | 103,0,1,yes,yes,no,717.8000000000003,352,381.55
2669 | 136,27,3,no,no,yes,564.4,345,205.66
2670 | 155,21,0,no,no,yes,506.6,290,145.97
2671 | 145,0,2,no,no,no,520.6,306,251.97
2672 | 116,12,2,no,no,yes,560.0,312,239.9
2673 | 152,0,2,no,no,no,563.8,282,279.56
2674 | 65,0,0,yes,yes,no,699.8,316,331.42
2675 | 180,0,3,yes,no,no,697.7,284,287.11
2676 | 67,0,0,no,no,no,527.6999999999998,388,237.37000000000003
2677 | 60,0,0,no,no,no,628.6000000000001,345,352.09000000000015
2678 | 138,0,0,no,no,no,684.1,261,278.52
2679 | 44,0,4,yes,no,no,665.4,302,274.89
2680 | 25,0,2,no,no,no,685.6999999999998,274,292.49
2681 | 145,0,1,no,no,no,621.8,297,313.75
2682 | 122,28,2,no,no,yes,577.7,237,227.93
2683 | 121,0,0,yes,no,no,567.5,298,263.46
2684 | 55,0,0,no,yes,no,338.9,272,132.76
2685 | 77,0,1,no,no,no,611.2,285,275.04
2686 | 12,0,2,no,no,no,609.0,290,245.78
2687 | 64,0,3,no,no,no,516.2,288,181.76
2688 | 92,44,2,no,no,yes,599.3,290,221.62
2689 | 125,29,1,yes,yes,yes,713.2,316,346.77
2690 | 160,0,1,no,no,no,653.8,369,225.56
2691 | 79,0,0,no,no,no,584.1000000000001,317,282.3300000000001
2692 | 36,0,3,no,no,no,698.5999999999997,318,329.98
2693 | 102,0,2,no,no,no,621.1,350,311.3300000000001
2694 | 138,0,1,no,yes,no,647.9,296,265.79
2695 | 164,0,3,no,no,no,581.8,292,194.43
2696 | 125,0,0,yes,no,no,707.3,244,262.07
2697 | 72,0,2,no,no,no,507.70000000000016,311,221.73
2698 | 74,0,3,yes,no,no,807.8,311,346.28
2699 | 134,41,0,no,no,yes,658.6999999999998,276,225.65
2700 | 145,0,1,no,no,no,689.1,281,293.36
2701 | 136,0,0,no,no,no,463.5,314,180.45
2702 | 209,0,3,yes,no,no,712.2,308,293.08
2703 | 66,0,3,no,yes,no,655.0,282,329.06
2704 | 152,20,1,no,no,yes,489.8,340,225.2
2705 | 162,0,1,no,no,no,408.20000000000016,367,236.0
2706 | 72,0,2,no,no,no,514.9000000000002,329,276.25
2707 | 101,0,4,no,no,no,655.1000000000001,295,227.12
2708 | 125,0,0,no,no,no,553.2,318,197.44
2709 | 46,0,2,no,no,no,366.9,279,175.58
2710 | 132,0,1,yes,no,no,725.9999999999999,326,272.14
2711 | 193,31,0,no,no,yes,363.1,274,188.36
2712 | 63,0,0,yes,no,no,723.6,302,280.5
2713 | 124,0,1,no,no,no,645.1,361,247.95
2714 | 144,0,0,no,no,no,629.0,298,286.4
2715 | 116,24,2,no,no,yes,560.3,320,224.56
2716 | 189,30,1,no,no,yes,536.1999999999998,280,224.91
2717 | 97,28,1,no,no,yes,787.4,277,392.42
2718 | 137,50,2,no,no,yes,592.2,304,275.41
2719 | 142,38,0,no,no,yes,552.6999999999998,351,300.79
2720 | 84,0,1,no,no,no,613.8,336,277.18
2721 | 119,19,1,no,no,yes,627.2,339,287.55
2722 | 158,0,1,no,no,no,597.5,283,359.44999999999993
2723 | 50,0,1,no,no,no,599.1,338,237.93000000000004
2724 | 98,0,2,no,no,no,461.3,288,205.11
2725 | 101,24,2,no,no,yes,464.9,280,220.87
2726 | 182,0,2,yes,no,no,686.6,347,292.6500000000001
2727 | 51,0,0,no,no,no,517.8,270,249.75
2728 | 117,0,2,no,no,no,511.0,346,206.24
2729 | 92,0,0,no,yes,no,591.4000000000002,340,248.13
2730 | 86,0,2,no,no,no,605.9000000000002,320,224.98
2731 | 122,0,2,no,no,no,563.8000000000002,322,263.1
2732 | 156,27,1,no,no,yes,651.2,372,308.87
2733 | 127,0,0,yes,no,no,719.4,317,317.93
2734 | 130,0,5,yes,yes,no,723.5,317,204.62
2735 | 158,0,2,no,no,no,664.3,287,297.01
2736 | 145,30,1,no,yes,yes,573.3000000000002,311,289.94
2737 | 90,26,0,yes,yes,yes,584.4,287,271.27
2738 | 127,27,3,no,no,yes,508.5,376,278.13
2739 | 109,0,1,no,no,no,648.6999999999998,366,305.8900000000001
2740 | 88,0,1,no,no,no,483.9,280,195.27
2741 | 101,9,0,no,no,yes,520.0,311,193.35
2742 | 171,0,0,no,no,no,630.9,292,318.48
2743 | 21,0,1,no,no,no,666.8,369,284.05
2744 | 145,31,2,no,no,yes,686.5,327,304.0
2745 | 90,0,2,no,no,no,716.4000000000003,311,312.82000000000005
2746 | 33,0,1,no,no,no,464.4,326,152.66
2747 | 61,40,2,yes,no,yes,469.9,295,217.88
2748 | 107,0,3,no,no,no,535.3,321,214.17
2749 | 147,0,0,yes,no,no,795.6000000000001,258,364.31000000000006
2750 | 117,0,2,no,no,no,525.4000000000002,252,229.78000000000003
2751 | 95,0,1,no,no,no,617.9000000000002,337,239.22000000000003
2752 | 186,0,1,no,no,no,480.6,306,194.72
2753 | 128,0,0,no,no,no,648.6999999999998,278,255.2
2754 | 55,39,3,no,no,yes,572.2,323,298.62
2755 | 134,0,2,no,no,no,378.6,268,214.27
2756 | 96,23,1,no,no,yes,692.0,292,412.67
2757 | 107,0,0,no,no,no,629.3,268,216.38
2758 | 123,0,2,no,no,no,356.3,295,92.59
2759 | 35,0,2,no,no,no,753.6999999999997,250,354.35
2760 | 74,0,0,no,no,no,667.0,376,301.81
2761 | 130,0,1,no,no,no,437.8,366,185.49
2762 | 137,0,0,yes,yes,no,691.6,272,334.43999999999994
2763 | 88,0,1,no,no,no,599.3,338,279.81
2764 | 80,0,3,no,no,no,394.4,272,202.29
2765 | 116,19,3,no,no,yes,542.0,340,245.81
2766 | 123,23,2,no,no,yes,764.6,304,318.68999999999994
2767 | 120,0,1,no,no,no,506.6,327,249.29
2768 | 146,0,1,no,yes,no,650.7,309,273.78
2769 | 106,9,3,no,no,yes,501.4,299,128.37
2770 | 121,44,1,no,no,yes,524.9000000000002,305,293.63
2771 | 137,0,1,no,no,no,550.8000000000002,254,304.7
2772 | 84,30,2,no,no,yes,526.5,237,235.92
2773 | 67,31,1,no,no,yes,607.4000000000002,246,279.96000000000004
2774 | 161,0,4,yes,no,no,511.3,301,223.68
2775 | 134,34,2,yes,no,yes,665.1,319,257.52
2776 | 62,32,0,yes,yes,yes,660.5,365,261.66
2777 | 120,24,1,no,no,yes,637.8,293,234.97000000000003
2778 | 130,30,0,no,no,yes,599.6999999999998,368,219.56
2779 | 20,0,2,no,no,no,725.6,251,342.0100000000001
2780 | 68,0,1,no,no,no,579.0,328,254.79
2781 | 112,0,0,no,no,no,608.1,356,241.98
2782 | 77,0,3,no,no,no,691.5,278,347.67
2783 | 109,0,2,no,no,no,665.5,246,330.87
2784 | 108,0,3,no,no,no,620.8,303,299.91
2785 | 79,17,1,no,no,yes,632.6,323,273.15
2786 | 119,0,3,yes,no,no,724.4,262,305.58
2787 | 38,0,5,yes,no,no,534.6,318,194.46
2788 | 109,29,6,yes,no,yes,608.4,322,278.54
2789 | 78,0,1,no,no,no,514.6,285,246.45
2790 | 134,0,0,no,no,no,698.2,345,273.43
2791 | 47,27,2,no,no,yes,584.4000000000002,306,338.15
2792 | 59,27,0,no,no,yes,404.0,285,204.49
2793 | 151,0,0,no,no,no,717.6,294,294.2
2794 | 129,0,1,no,no,no,498.5,375,218.62
2795 | 107,27,2,no,no,yes,763.1999999999997,326,323.28
2796 | 137,0,0,yes,yes,no,688.6,332,248.74
2797 | 76,0,1,no,no,no,506.4,295,239.56
2798 | 24,0,0,no,no,no,553.1,399,248.01
2799 | 169,0,2,no,no,no,515.0999999999998,263,183.7
2800 | 30,0,1,no,no,no,490.7,273,285.49
2801 | 70,0,3,no,no,no,572.1,308,276.86
2802 | 52,0,0,yes,yes,no,651.0,253,263.06000000000006
2803 | 3,0,4,no,no,no,682.0,297,345.67
2804 | 38,0,2,no,no,no,543.8,319,254.12
2805 | 104,0,3,no,no,no,584.5,282,244.68
2806 | 27,0,1,no,no,no,519.9,330,268.12999999999994
2807 | 166,28,1,no,yes,yes,569.3,279,188.81000000000003
2808 | 13,0,2,no,no,no,704.5000000000001,299,330.06
2809 | 52,0,2,no,no,no,515.4,300,193.37
2810 | 114,25,1,no,no,yes,607.7,302,234.78
2811 | 156,0,1,no,no,no,522.8,307,265.16
2812 | 90,42,0,no,no,yes,682.1,252,282.29
2813 | 62,0,2,no,no,no,484.7,328,232.69
2814 | 82,33,2,no,no,yes,652.4000000000002,299,326.5800000000001
2815 | 52,0,3,no,no,no,542.5999999999998,274,307.35
2816 | 146,0,1,no,no,no,558.3000000000002,255,268.93
2817 | 120,23,2,no,no,yes,734.3000000000003,320,323.08
2818 | 130,0,1,yes,no,no,663.8,321,269.71
2819 | 90,0,1,no,no,no,410.19999999999993,274,179.56
2820 | 147,0,1,no,yes,no,469.6,314,163.98
2821 | 159,0,0,yes,no,no,461.60000000000014,256,189.86
2822 | 74,27,4,no,no,yes,639.3,360,335.51
2823 | 130,0,0,no,no,no,637.1,275,277.46
2824 | 155,0,0,no,yes,no,562.4,316,156.28
2825 | 87,0,2,no,no,no,535.4,269,193.6
2826 | 81,0,0,yes,no,no,761.8000000000003,213,274.87
2827 | 99,0,2,no,no,no,501.6,347,194.14
2828 | 131,0,2,no,no,no,601.2,347,263.45
2829 | 89,0,5,yes,no,no,568.4999999999999,243,267.51
2830 | 123,0,4,yes,yes,no,512.6,337,297.24
2831 | 130,26,1,no,no,yes,698.1,352,279.37
2832 | 99,0,1,no,no,no,450.9,261,213.48
2833 | 36,0,1,no,no,no,645.6,362,305.55
2834 | 87,0,3,no,no,no,561.5,310,305.73
2835 | 139,0,2,no,no,no,575.5000000000001,378,204.99
2836 | 189,0,1,no,no,no,505.50000000000006,273,189.2
2837 | 96,33,3,no,no,yes,572.5,301,236.47000000000003
2838 | 112,0,2,no,no,no,505.3,303,225.77
2839 | 75,0,1,no,no,no,668.7,288,290.0800000000001
2840 | 178,35,2,no,no,yes,514.5999999999998,250,193.75
2841 | 112,0,2,yes,no,no,801.0,293,387.27
2842 | 108,41,0,no,no,yes,501.9,298,235.31
2843 | 100,0,0,no,no,no,468.70000000000016,314,193.51
2844 | 121,20,0,no,no,yes,674.9,339,306.07
2845 | 116,0,1,no,no,no,479.6,289,249.72
2846 | 161,0,1,no,no,no,540.1,247,198.62
2847 | 19,0,0,no,yes,no,631.5,318,249.63
2848 | 104,0,1,no,no,no,670.9000000000002,318,339.31000000000006
2849 | 119,32,0,no,yes,yes,625.7,289,292.0
2850 | 125,0,0,no,no,no,575.6,296,260.46000000000004
2851 | 156,0,1,no,no,no,612.6,368,251.98
2852 | 109,0,2,no,no,no,546.1,335,234.73
2853 | 95,0,2,no,no,no,516.4000000000002,307,239.54
2854 | 90,0,1,no,no,no,547.4,319,322.72
2855 | 105,21,2,no,no,yes,620.4000000000002,251,323.54
2856 | 101,0,1,no,no,no,697.9,327,347.27
2857 | 95,0,1,no,no,no,619.0,334,259.76
2858 | 123,0,0,no,no,no,577.9,303,285.31
2859 | 160,0,1,no,no,no,658.3000000000002,313,294.88
2860 | 141,28,1,no,no,yes,716.0999999999997,357,235.2
2861 | 87,0,0,no,no,no,322.9,380,212.98
2862 | 81,0,2,no,no,no,661.3999999999999,264,303.72
2863 | 75,19,4,no,no,yes,680.9,282,285.25
2864 | 126,24,0,no,no,yes,535.4,294,205.3
2865 | 28,0,3,no,no,no,693.8,307,349.89
2866 | 153,0,0,no,no,no,605.2,349,268.19
2867 | 97,32,2,yes,no,yes,560.1,313,234.64
2868 | 115,0,2,no,no,no,461.7,310,243.57
2869 | 95,0,1,no,no,no,639.5,259,304.12
2870 | 17,0,0,yes,yes,no,738.6999999999997,306,398.54
2871 | 105,20,1,no,no,yes,786.8000000000003,311,405.72
2872 | 121,0,2,no,no,no,503.0,301,193.84
2873 | 125,0,2,no,no,no,625.8,291,252.66000000000003
2874 | 124,0,2,no,no,no,433.6,300,198.08
2875 | 35,0,2,no,no,no,525.6999999999998,248,280.04
2876 | 134,0,0,yes,no,no,781.5,318,330.79
2877 | 123,32,3,no,no,yes,679.1,242,277.34
2878 | 124,0,3,no,no,no,709.6,295,356.25
2879 | 133,0,2,no,no,no,567.6,280,253.42
2880 | 185,19,0,no,no,yes,615.0,330,250.2
2881 | 1,26,1,no,no,yes,503.2,250,223.93
2882 | 107,0,1,no,no,no,502.4,371,191.18
2883 | 91,20,1,no,no,yes,567.4000000000002,305,193.99
2884 | 178,0,2,yes,yes,no,545.3,327,316.52
2885 | 123,0,1,no,no,no,695.8,275,308.39
2886 | 170,0,1,yes,no,no,721.9000000000003,289,336.86
2887 | 135,0,1,no,no,no,592.6,255,290.78
2888 | 85,0,1,no,no,no,604.3,290,243.45
2889 | 134,50,2,no,no,yes,489.50000000000006,345,192.65
2890 | 148,36,1,no,no,yes,551.1999999999998,318,300.94
2891 | 93,0,1,yes,no,no,662.3,343,220.48000000000005
2892 | 138,0,0,no,no,no,522.6,295,187.71
2893 | 159,0,0,no,no,no,578.6,312,309.8400000000001
2894 | 103,34,1,no,no,yes,476.4,272,230.93
2895 | 150,27,0,no,no,yes,623.5,309,313.61
2896 | 37,0,3,no,no,no,634.2,343,294.8400000000001
2897 | 33,0,0,no,yes,no,447.3,309,171.98999999999995
2898 | 55,0,1,no,no,no,589.0,271,208.66
2899 | 134,32,0,no,no,yes,467.6,338,213.61
2900 | 107,0,2,no,no,no,473.20000000000016,300,211.59
2901 | 80,36,1,no,no,yes,665.6,342,279.76
2902 | 78,0,1,yes,no,no,549.0,356,271.04999999999995
2903 | 85,17,4,yes,no,yes,498.0,286,210.76
2904 | 61,15,2,no,no,yes,709.8000000000003,315,332.85
2905 | 97,32,5,no,no,yes,662.7,256,268.52
2906 | 136,0,2,no,yes,no,536.1,347,255.47000000000003
2907 | 135,0,3,no,no,no,479.50000000000006,275,231.87
2908 | 87,19,1,no,no,yes,602.4000000000002,289,305.02
2909 | 165,0,0,no,no,no,646.2,245,219.29
2910 | 148,0,2,yes,no,no,769.6,292,360.19
2911 | 99,0,2,no,no,no,492.5,348,261.22
2912 | 123,0,2,no,no,no,526.3,268,211.98
2913 | 127,0,1,no,yes,no,648.3,313,229.75
2914 | 151,0,0,no,no,no,481.5,275,170.91
2915 | 185,0,1,no,no,no,558.6999999999998,290,213.13
2916 | 65,34,4,no,no,yes,578.0,316,275.22
2917 | 58,0,4,no,no,no,632.0,324,226.51
2918 | 104,0,2,no,no,no,470.4,278,231.78
2919 | 44,0,0,no,no,no,642.0,339,330.7000000000001
2920 | 58,0,4,no,no,no,622.6,321,242.85
2921 | 108,0,0,no,no,no,585.5999999999998,293,262.76000000000005
2922 | 132,0,1,no,no,no,580.9000000000002,336,249.57
2923 | 80,0,2,no,no,no,522.6,244,247.64
2924 | 162,0,2,no,no,no,634.3000000000002,303,304.31
2925 | 110,0,2,no,no,no,603.2,245,266.43
2926 | 96,0,1,yes,no,no,788.4999999999999,309,336.69
2927 | 168,0,2,yes,no,no,579.1,370,222.7
2928 | 72,0,4,yes,no,no,819.8000000000003,359,375.45000000000016
2929 | 125,23,1,no,no,yes,517.0,322,208.23
2930 | 170,0,2,no,no,no,623.0999999999998,312,285.76
2931 | 71,0,3,no,no,no,623.5,299,254.93
2932 | 124,0,1,no,no,no,438.4,370,168.91
2933 | 68,0,2,no,no,no,661.6999999999998,297,259.84
2934 | 97,0,1,no,no,no,396.4,234,222.04
2935 | 98,0,1,no,yes,no,611.3000000000002,234,204.25
2936 | 24,0,2,yes,no,no,527.2,226,288.13
2937 | 136,0,0,no,no,no,647.0999999999998,279,289.25
2938 | 44,0,0,yes,no,no,689.6,281,291.71
2939 | 96,40,0,no,no,yes,454.7,366,171.6
2940 | 31,0,1,no,no,no,453.6,312,133.29
2941 | 72,0,0,no,no,no,703.5,295,328.61
2942 | 24,0,1,no,no,no,458.6,326,250.5
2943 | 112,31,4,no,no,yes,743.2,294,324.16
2944 | 117,0,1,yes,yes,no,710.2,291,233.72
2945 | 137,19,0,no,no,yes,635.8,353,273.33000000000004
2946 | 136,0,0,no,no,no,405.1,269,115.69
2947 | 95,0,0,no,no,no,661.5,312,293.04
2948 | 82,19,1,no,no,yes,596.0,256,254.92
2949 | 145,0,1,yes,no,no,782.2,335,320.12
2950 | 56,0,1,no,yes,no,640.5,296,298.73
2951 | 155,0,2,no,yes,no,561.4,360,213.06
2952 | 133,0,0,yes,no,no,572.9,328,295.23
2953 | 53,0,2,no,no,no,578.4999999999999,312,307.68
2954 | 123,0,5,yes,no,no,745.1,312,343.29
2955 | 136,0,7,no,no,no,672.2,296,312.55999999999995
2956 | 57,0,3,no,no,no,585.5,332,264.78
2957 | 62,0,1,no,no,no,502.1,317,241.38
2958 | 112,0,1,no,no,no,499.10000000000014,299,186.12
2959 | 55,20,1,no,no,yes,631.1999999999998,315,280.49
2960 | 95,0,6,yes,no,no,606.3999999999999,301,308.73
2961 | 125,0,1,no,no,no,662.8000000000002,271,280.03
2962 | 1,0,5,yes,no,no,479.3,290,204.28
2963 | 98,36,6,yes,no,yes,511.9,328,225.06
2964 | 105,0,1,no,no,no,616.5,308,251.81000000000003
2965 | 113,30,0,no,no,yes,613.8000000000002,284,295.55
2966 | 99,0,3,yes,no,no,712.4999999999999,225,308.17
2967 | 103,0,1,no,no,no,468.0,356,231.08
2968 | 177,0,1,no,no,no,614.6,289,281.40000000000003
2969 | 149,20,0,no,no,yes,584.7,342,208.06
2970 | 160,0,1,yes,no,no,738.9,373,295.87
2971 | 116,0,2,no,no,no,518.4,254,233.7
2972 | 90,22,1,no,no,yes,584.8,304,274.79
2973 | 148,0,0,yes,yes,no,553.1,251,186.04
2974 | 147,35,2,yes,no,yes,560.6,327,269.90000000000003
2975 | 95,0,0,no,no,no,481.2,324,249.85
2976 | 201,0,1,no,no,no,640.0,267,261.07
2977 | 80,0,0,no,no,no,530.3,302,286.0300000000001
2978 | 122,0,1,no,yes,no,612.5,312,293.19
2979 | 132,0,0,no,no,no,575.1,314,282.23
2980 | 83,0,1,no,no,no,684.6,276,316.34
2981 | 99,0,7,yes,no,no,561.9,308,261.56
2982 | 84,0,3,yes,no,no,717.1999999999997,302,276.15000000000003
2983 | 46,0,1,no,no,no,493.9,233,241.17
2984 | 87,0,2,no,no,no,660.1,380,333.2399999999999
2985 | 150,0,1,no,no,no,656.9,309,308.38
2986 | 73,0,1,no,no,no,473.1,264,155.05999999999997
2987 | 7,0,3,no,no,no,657.3,252,227.63
2988 | 89,12,2,no,no,yes,551.7,347,258.65
2989 | 131,0,3,yes,yes,no,402.7,275,189.15
2990 | 105,0,3,no,no,no,668.9,234,294.62
2991 | 108,0,2,yes,yes,no,476.3,272,183.48
2992 | 47,28,1,no,no,yes,522.5999999999998,318,256.3
2993 | 101,0,1,no,yes,no,501.4,344,256.27000000000004
2994 | 182,24,1,no,no,yes,474.1,332,236.69
2995 | 161,0,1,no,no,no,573.5999999999998,234,254.31
2996 | 128,0,1,yes,no,no,727.5,290,266.07000000000005
2997 | 69,31,2,no,no,yes,552.7,284,212.87
2998 | 113,34,1,no,no,yes,360.8,266,198.61
2999 | 87,30,0,no,no,yes,641.2,334,226.90000000000003
3000 | 71,0,0,no,no,no,702.0,299,296.66
3001 | 76,0,1,no,no,no,679.0000000000001,269,307.51
3002 | 87,0,3,no,no,no,654.5,282,355.02000000000015
3003 | 117,0,1,no,no,no,507.3,290,237.1
3004 | 177,0,3,yes,no,no,724.9,236,301.59
3005 | 95,0,1,no,no,no,532.6999999999998,282,285.48
3006 | 76,0,1,no,no,no,536.1,256,151.04
3007 | 66,0,2,no,no,no,632.6,320,259.63
3008 | 110,0,1,no,no,no,552.4,374,272.38
3009 | 204,0,3,no,no,no,565.5,322,251.86
3010 | 32,31,0,no,no,yes,636.1,321,274.8
3011 | 133,39,5,no,no,yes,629.1000000000001,272,198.65
3012 | 185,0,2,no,no,no,467.6,293,153.46
3013 | 103,37,1,no,no,yes,650.6999999999998,299,305.23
3014 | 91,0,1,no,no,no,517.1999999999998,292,253.79
3015 | 131,0,2,no,no,no,636.8000000000002,314,311.76
3016 | 153,0,0,no,no,no,532.8,382,263.93
3017 | 132,25,2,no,no,yes,619.3,297,283.51
3018 | 148,0,1,no,no,no,614.0,357,307.83
3019 | 141,0,5,no,no,no,694.4,277,283.82
3020 | 105,0,2,no,no,no,536.3000000000002,349,279.45000000000005
3021 | 169,0,3,yes,no,no,726.3999999999999,307,363.17
3022 | 127,23,1,no,no,yes,564.8,251,215.92
3023 | 57,0,0,no,no,no,521.4,314,275.73
3024 | 123,33,0,no,no,yes,484.69999999999993,252,265.78
3025 | 103,35,4,yes,no,yes,420.1,261,131.58
3026 | 101,0,1,no,no,no,383.0,252,95.93999999999998
3027 | 123,22,2,no,no,yes,414.00000000000006,285,170.84
3028 | 78,32,6,no,no,yes,659.4,295,312.18
3029 | 101,28,4,no,no,yes,718.5,285,276.42
3030 | 129,0,1,no,no,no,656.0999999999998,328,321.58
3031 | 67,34,0,no,no,yes,584.2,347,262.58
3032 | 37,0,3,no,no,no,589.3,332,276.79
3033 | 64,0,3,no,yes,no,546.1,246,290.27
3034 | 173,0,1,no,no,no,385.8,327,204.15000000000003
3035 | 135,0,1,no,no,no,618.9,268,270.31
3036 | 75,42,1,no,no,yes,535.4000000000002,300,169.05
3037 | 88,0,4,yes,no,no,509.5,260,235.72
3038 | 112,0,3,no,no,no,598.3,318,228.68
3039 | 113,0,0,no,no,no,656.0,347,308.36
3040 | 121,28,2,no,no,yes,495.2,260,280.44000000000005
3041 | 70,0,1,no,no,no,498.7,324,203.06000000000003
3042 | 90,0,0,no,no,no,647.7,327,352.09
3043 | 39,0,0,no,no,no,505.6,305,250.07
3044 | 142,0,0,no,no,no,551.0,350,199.37
3045 | 176,0,1,no,no,no,530.0,260,221.7
3046 | 105,0,1,no,no,no,610.1,280,286.77
3047 | 57,0,2,yes,no,no,686.3,266,254.54
3048 | 110,0,1,no,no,no,401.7,251,143.7
3049 | 88,0,2,no,no,no,468.60000000000014,283,142.91
3050 | 95,0,0,no,no,no,542.8,315,239.13
3051 | 147,0,3,no,no,no,558.9,302,257.91
3052 | 101,0,4,yes,no,no,579.5999999999998,338,276.15
3053 | 115,0,1,no,no,no,623.9,303,267.45
3054 | 103,0,2,no,no,no,578.0,320,286.19
3055 | 82,0,0,no,no,no,654.1,359,318.06
3056 | 141,0,0,no,no,no,579.4,337,212.79
3057 | 149,0,2,no,no,no,570.7,311,245.89
3058 | 131,0,2,no,no,no,644.5,300,288.91
3059 | 119,0,1,no,no,no,569.3,290,253.3
3060 | 112,0,3,no,no,no,583.5,296,228.3
3061 | 116,35,2,no,no,yes,502.7,313,252.42
3062 | 94,0,3,no,no,no,762.1,287,422.48
3063 | 90,0,2,no,no,no,703.6999999999997,326,351.99
3064 | 114,31,0,no,no,yes,567.6,308,214.84
3065 | 63,25,1,no,no,yes,460.3,325,193.37
3066 | 130,0,4,yes,no,no,727.8000000000003,350,288.2700000000001
3067 | 122,29,3,no,no,yes,640.0,277,233.85
3068 | 166,0,3,no,no,no,617.9000000000002,307,259.75
3069 | 62,0,0,no,no,no,501.6,319,262.29
3070 | 78,21,2,no,no,yes,517.2,257,178.41
3071 | 148,26,1,no,no,yes,547.4,309,271.41
3072 | 154,0,3,yes,no,no,558.7,300,233.73
3073 | 110,34,1,no,no,yes,464.20000000000016,342,187.81
3074 | 75,0,0,yes,no,no,737.0,342,316.1400000000001
3075 | 84,38,2,no,no,yes,614.4,304,319.99
3076 | 113,0,1,no,no,no,401.0,321,154.66
3077 | 181,40,2,no,no,yes,618.5,240,221.75
3078 | 51,0,2,no,no,no,495.9,290,223.22
3079 | 102,29,0,no,no,yes,823.5,307,359.89
3080 | 107,0,1,no,no,no,412.4,270,241.0
3081 | 88,0,5,yes,no,no,498.4,312,231.84
3082 | 82,0,0,no,no,no,508.3,319,171.51999999999995
3083 | 204,0,6,no,no,no,610.6999999999998,279,237.16
3084 | 130,0,3,no,no,no,540.3000000000002,285,192.69
3085 | 174,0,0,no,no,no,707.0,387,386.47
3086 | 129,0,2,no,no,no,611.5,338,245.65
3087 | 190,0,3,no,yes,no,588.0999999999998,267,294.82
3088 | 54,0,3,no,yes,no,560.6000000000001,327,223.69000000000003
3089 | 78,0,0,no,no,no,717.7,298,328.11
3090 | 100,29,1,no,no,yes,605.6,312,270.17999999999995
3091 | 70,30,3,no,no,yes,450.69999999999993,236,175.03
3092 | 111,0,1,no,no,no,537.1,311,293.11
3093 | 117,0,1,no,no,no,575.7,343,289.55
3094 | 68,0,0,no,no,no,465.3,260,254.39
3095 | 27,0,2,yes,no,no,751.5,326,317.61999999999995
3096 | 91,0,1,no,no,no,492.70000000000016,251,237.22
3097 | 181,27,1,no,no,yes,665.6,306,281.79
3098 | 118,36,3,no,no,yes,659.5999999999998,289,264.57
3099 | 112,0,2,no,no,no,530.8,322,200.97
3100 | 93,0,0,no,no,no,548.9,381,223.02
3101 | 102,0,0,no,no,no,566.4,324,246.23
3102 | 93,0,0,no,no,no,663.8,307,351.45
3103 | 107,32,1,no,no,yes,521.9000000000002,389,218.17
3104 | 100,32,3,no,no,yes,560.7,339,244.95
3105 | 115,0,2,no,no,no,749.3,333,383.45
3106 | 63,13,0,no,no,yes,579.6999999999998,219,236.42
3107 | 57,0,0,no,no,no,719.5999999999997,304,323.93
3108 | 119,26,1,no,no,yes,520.4,334,252.96
3109 | 73,0,1,no,no,no,729.9,289,427.43
3110 | 98,30,2,no,no,yes,487.5,275,229.29
3111 | 139,0,0,no,yes,no,533.9000000000002,367,222.75000000000003
3112 | 31,28,1,no,no,yes,668.6,328,309.0800000000001
3113 | 129,32,1,no,no,yes,612.3000000000002,289,297.5
3114 | 115,0,7,yes,no,no,491.9,262,200.34
3115 | 108,0,2,yes,no,no,755.9000000000003,311,311.65
3116 | 139,0,0,no,no,no,556.0,324,322.44
3117 | 102,0,4,no,no,no,607.2,313,230.09
3118 | 149,0,1,no,no,no,662.0,244,327.48
3119 | 113,0,2,no,no,no,558.1,329,231.55
3120 | 131,33,1,no,no,yes,629.7,314,312.7999999999999
3121 | 83,0,0,no,no,no,525.0,353,282.64
3122 | 96,21,2,no,no,yes,673.3,323,232.54
3123 | 98,0,1,no,no,no,459.30000000000007,344,191.96
3124 | 3,0,3,no,no,no,573.3000000000002,341,230.74
3125 | 77,17,0,no,no,yes,636.8999999999999,288,284.56
3126 | 75,24,3,no,no,yes,687.8,335,339.44
3127 | 40,0,4,yes,no,no,574.6,356,308.1
3128 | 108,0,0,no,no,no,724.7,339,325.24
3129 | 100,0,4,yes,no,no,607.4000000000002,280,336.54
3130 | 16,0,3,no,no,no,551.0,327,205.33
3131 | 115,16,2,no,no,yes,486.1,338,208.72
3132 | 108,25,3,no,no,yes,455.0,301,213.87
3133 | 107,0,5,no,no,no,598.0999999999998,235,302.74
3134 | 161,0,2,yes,no,no,802.0,344,328.85
3135 | 147,0,2,no,no,no,612.9,282,215.51
3136 | 107,0,3,no,no,no,387.1,307,157.42000000000004
3137 | 120,0,1,no,no,no,693.0,324,349.14
3138 | 107,36,1,no,no,yes,452.5,297,208.2
3139 | 58,0,3,no,no,no,520.1,314,255.81
3140 | 91,0,2,no,no,no,472.0,291,185.93
3141 | 13,0,2,no,no,no,611.5,355,278.3
3142 | 104,0,5,no,no,no,625.6,289,224.4
3143 | 93,31,1,no,no,yes,653.7,276,262.68999999999994
3144 | 95,0,2,no,no,no,521.9999999999999,313,200.06000000000003
3145 | 104,0,3,no,no,no,522.8,385,263.5
3146 | 35,0,5,yes,no,no,522.3,317,265.11999999999995
3147 | 62,0,3,no,no,no,598.1999999999998,288,255.57
3148 | 143,0,1,no,no,no,688.5999999999997,300,293.5800000000001
3149 | 62,0,4,no,no,no,605.1,327,293.13000000000005
3150 | 60,0,0,yes,yes,no,696.3,355,272.64000000000004
3151 | 41,0,1,no,no,no,626.1999999999998,330,258.32
3152 | 34,14,2,no,no,yes,610.7,351,258.58000000000004
3153 | 56,0,0,yes,no,no,795.3000000000003,324,364.35
3154 | 183,0,1,no,no,no,750.3,289,373.72
3155 | 94,0,2,no,no,no,575.4,271,250.02
3156 | 73,47,2,no,no,yes,558.5999999999998,328,231.03
3157 | 123,0,2,no,no,no,543.0000000000001,321,315.55
3158 | 64,0,3,no,no,no,531.4,284,263.08
3159 | 127,0,4,yes,yes,no,500.7,345,220.8
3160 | 33,0,3,no,no,no,634.9,326,299.26
3161 | 27,0,1,no,no,no,544.5999999999998,297,126.01
3162 | 123,0,0,no,no,no,668.7,259,298.9
3163 | 148,0,2,no,no,no,711.9,348,368.73
3164 | 81,0,0,no,no,no,513.8,352,192.05
3165 | 122,30,2,no,no,yes,701.7,272,250.5
3166 | 52,0,1,no,no,no,668.2,348,248.62
3167 | 91,44,1,no,no,yes,640.9,297,306.98
3168 | 54,0,2,yes,no,no,727.4000000000003,312,319.28
3169 | 152,0,1,no,no,no,570.8,308,258.98
3170 | 201,0,1,yes,no,no,787.5,281,329.45
3171 | 78,0,4,yes,no,no,434.4,314,240.91000000000003
3172 | 67,0,0,no,no,no,584.1,310,261.41
3173 | 100,0,1,no,no,no,654.6000000000001,330,342.73
3174 | 41,0,3,no,no,no,704.7,302,296.05
3175 | 133,0,3,no,no,no,616.1999999999998,338,331.47
3176 | 36,43,2,no,no,yes,493.5,351,358.94
3177 | 51,28,0,no,no,yes,734.8999999999999,311,323.87
3178 | 122,0,0,no,no,no,418.9,277,167.20999999999995
3179 | 84,41,1,no,no,yes,525.0999999999998,325,269.08
3180 | 91,0,0,no,no,no,540.5,299,190.17
3181 | 110,0,1,no,no,no,595.5,298,274.75
3182 | 91,0,1,no,yes,no,423.9,321,201.24
3183 | 121,0,5,no,no,no,562.6,279,206.26
3184 | 109,0,3,no,no,no,556.1999999999998,316,197.85
3185 | 95,0,2,no,no,no,491.4,308,179.77
3186 | 72,0,0,no,no,no,631.2,338,330.15
3187 | 73,0,0,no,no,no,646.6,352,300.21
3188 | 108,0,3,no,no,no,532.1999999999998,315,231.22
3189 | 58,39,1,no,no,yes,702.1999999999997,259,280.77
3190 | 148,0,1,no,yes,no,659.9,311,342.49999999999994
3191 | 76,0,0,yes,yes,no,674.7,301,280.84
3192 | 103,0,6,yes,no,no,506.7,319,222.32
3193 | 87,0,0,yes,no,no,572.5,275,252.32
3194 | 35,37,2,no,no,yes,591.8,313,285.51
3195 | 88,0,1,no,no,no,431.1,339,184.15
3196 | 67,41,0,no,no,yes,504.0,288,209.26
3197 | 77,29,2,no,no,yes,592.7,301,212.59
3198 | 124,0,1,no,no,no,602.4000000000002,284,300.4500000000001
3199 | 30,0,0,no,no,no,722.0,275,360.39
3200 | 53,32,2,no,no,yes,550.3,295,232.04
3201 | 152,0,1,no,no,no,490.0,298,204.63
3202 | 100,0,1,no,yes,no,359.9,341,191.45
3203 | 59,32,1,no,no,yes,637.0999999999998,356,278.76
3204 | 143,0,3,no,no,no,635.6999999999998,313,244.14
3205 | 142,40,1,no,no,yes,757.8,284,338.56
3206 | 105,0,1,no,no,no,650.5,323,224.85
3207 | 111,0,1,yes,no,no,860.1999999999997,286,349.86000000000007
3208 | 143,0,1,no,no,no,547.9000000000002,322,232.98
3209 | 93,22,0,no,no,yes,747.9000000000003,315,322.44000000000005
3210 | 79,0,2,no,no,no,560.5,339,191.52
3211 | 68,24,3,yes,yes,yes,630.3,304,272.8
3212 | 93,0,1,no,yes,no,651.9999999999999,292,260.2
3213 | 103,0,2,no,no,no,386.20000000000016,416,203.12
3214 | 144,38,0,no,no,yes,452.0,335,260.67
3215 | 93,0,1,no,no,no,642.0,366,321.63
3216 | 149,0,3,no,yes,no,582.4,280,256.40000000000003
3217 | 23,31,1,no,no,yes,622.1,293,350.75000000000006
3218 | 221,24,0,no,no,yes,612.6999999999998,283,265.35
3219 | 164,30,1,no,no,yes,688.3000000000003,295,279.29
3220 | 104,18,2,no,no,yes,602.1,248,254.43
3221 | 150,35,2,no,no,yes,695.0,349,277.82
3222 | 184,12,0,no,no,yes,613.4000000000002,279,214.38
3223 | 88,0,1,no,no,no,595.9,317,240.19
3224 | 61,29,3,no,yes,yes,562.5,322,301.73
3225 | 110,0,2,no,no,no,634.5,344,316.35
3226 | 115,0,3,yes,no,no,728.9,247,288.34
3227 | 33,0,2,no,no,no,666.1,267,282.33
3228 | 100,0,2,yes,no,no,728.7,343,338.01
3229 | 209,0,0,no,no,no,553.8,289,254.89
3230 | 27,0,5,no,no,no,623.3,275,234.27000000000004
3231 | 117,0,1,no,no,no,598.9,290,239.34000000000003
3232 | 87,0,1,no,no,no,516.8000000000002,288,197.96
3233 | 129,27,1,no,no,yes,628.8000000000002,272,306.58
3234 | 142,0,1,no,no,no,607.4999999999999,335,262.61
3235 | 112,0,0,no,no,no,494.8,260,295.32
3236 | 75,28,1,no,no,yes,536.8,365,225.96
3237 | 97,25,3,no,no,yes,533.1,326,226.39
3238 | 121,34,0,no,no,yes,581.8,294,179.58
3239 | 142,0,1,no,yes,no,533.1999999999998,354,206.09
3240 | 121,0,3,yes,no,no,728.5,311,275.04
3241 | 87,33,2,no,no,yes,585.8000000000002,282,268.99
3242 | 34,0,1,no,no,no,758.4,272,361.44
3243 | 177,0,1,yes,yes,no,624.1999999999998,280,260.52000000000004
3244 | 58,30,0,no,no,yes,687.1999999999997,340,328.55
3245 | 113,0,5,yes,yes,no,433.7,321,211.87
3246 | 101,0,1,no,no,no,677.8000000000002,251,284.62
3247 | 89,0,3,no,no,no,426.70000000000016,282,221.62000000000003
3248 | 77,44,0,yes,yes,yes,554.9,306,253.5
3249 | 146,0,4,yes,no,no,348.6,308,87.61999999999998
3250 | 93,0,0,no,no,no,607.4,265,289.88
3251 | 160,0,0,no,no,no,686.9000000000002,283,296.7700000000001
3252 | 55,0,0,no,no,no,605.1,295,237.96
3253 | 88,0,2,no,no,no,639.3000000000002,353,266.0
3254 | 63,0,0,no,no,no,616.6000000000001,270,256.85
3255 | 127,24,1,no,no,yes,548.6,280,260.75
3256 | 57,30,1,no,no,yes,705.2,270,296.86
3257 | 138,0,2,yes,yes,no,630.5999999999998,239,220.31
3258 | 115,0,3,no,no,no,670.9000000000002,287,305.96
3259 | 171,0,2,no,no,no,641.5999999999998,355,349.67999999999995
3260 | 148,0,2,no,no,no,566.0,304,184.33
3261 | 127,0,1,no,no,no,485.2,313,164.73000000000005
3262 | 61,0,1,no,no,no,595.4,308,198.46
3263 | 131,0,1,no,no,no,485.4,289,183.35
3264 | 88,0,1,no,no,no,553.9,295,194.66
3265 | 130,0,2,no,no,no,541.2,295,252.77
3266 | 89,24,0,no,no,yes,525.4,293,259.98
3267 | 82,0,3,yes,no,no,759.3,262,330.89
3268 | 138,33,3,no,no,yes,619.6,293,246.6
3269 | 115,0,1,no,no,no,644.8,298,256.72
3270 | 84,0,2,yes,no,no,759.1000000000001,347,306.01
3271 | 117,0,1,no,yes,no,621.2,345,227.91
3272 | 60,0,2,no,no,no,582.3,242,241.14
3273 | 62,0,2,no,no,no,575.9,263,287.47
3274 | 133,0,2,yes,no,no,760.9,355,312.36
3275 | 131,0,3,no,no,no,745.2,316,395.85
3276 | 65,0,1,no,no,no,558.8,342,187.21
3277 | 120,27,1,no,no,yes,535.1,327,289.5900000000001
3278 | 142,22,1,no,no,yes,620.5999999999998,320,305.2
3279 | 134,0,2,no,no,no,539.9,345,290.71
3280 | 87,0,2,no,no,no,695.6,332,352.51
3281 | 139,43,2,no,no,yes,609.5999999999998,277,215.07
3282 | 76,0,4,yes,no,no,627.3,392,325.22
3283 | 100,0,1,no,no,no,647.5,314,335.61
3284 | 99,31,3,no,no,yes,689.2,248,305.4
3285 | 99,0,3,no,no,no,695.6999999999997,347,272.16
3286 | 48,27,1,no,no,yes,553.3,327,228.79
3287 | 57,0,0,no,no,no,467.50000000000006,365,230.47
3288 | 106,30,0,no,no,yes,613.8,318,225.38
3289 | 170,42,4,yes,no,yes,530.0,261,241.25
3290 | 78,0,1,no,no,no,648.1,317,303.0
3291 | 39,0,1,no,no,no,419.8,314,154.54000000000005
3292 | 127,0,0,no,no,no,513.4,300,262.57
3293 | 119,22,1,yes,yes,yes,559.6,366,208.77
3294 | 114,0,1,no,no,no,469.5,321,218.95
3295 | 95,0,0,no,no,no,573.3000000000002,322,245.36
3296 | 116,0,1,no,no,no,470.0,338,236.65
3297 | 110,0,1,no,no,no,538.1,246,190.81
3298 | 74,0,1,no,no,no,572.8,299,216.38
3299 | 148,33,1,no,no,yes,579.4,251,226.06
3300 | 83,0,1,no,no,no,474.1,301,187.84
3301 | 73,0,2,no,no,no,549.4,355,258.04
3302 | 111,21,1,no,no,yes,529.1999999999998,321,217.14
3303 | 84,0,0,yes,no,no,649.4,310,231.46000000000004
3304 | 75,0,1,no,yes,no,525.3,280,206.48
3305 | 114,26,2,no,no,yes,551.9,314,298.39
3306 | 71,0,4,yes,yes,no,605.0,339,268.04
3307 | 58,22,2,no,no,yes,648.5999999999998,305,243.55
3308 | 106,29,1,no,no,yes,525.1,338,273.56
3309 | 172,0,4,no,no,no,616.3999999999999,301,227.29
3310 | 45,0,1,no,no,no,656.1999999999998,262,331.46
3311 | 100,0,4,no,yes,no,712.4000000000003,313,326.51
3312 | 94,0,2,no,no,no,520.8,323,278.78000000000003
3313 | 128,0,2,no,no,no,626.1999999999998,306,247.82
3314 | 181,0,2,no,no,no,650.9000000000002,337,329.38999999999993
3315 | 127,0,1,no,no,no,447.9,325,232.4
3316 | 89,0,1,no,no,no,553.4,279,190.54
3317 | 149,18,0,no,no,yes,447.8,314,223.06
3318 | 103,29,0,no,no,yes,615.8,324,280.05
3319 | 163,0,1,no,yes,no,604.5999999999998,305,272.25
3320 | 52,0,2,no,no,no,629.5,359,251.06
3321 | 89,0,3,no,no,no,622.1,332,335.29
3322 | 122,0,4,yes,yes,no,466.2,315,168.61
3323 | 60,0,3,no,no,no,502.2,370,263.3
3324 | 62,0,4,yes,no,no,778.6,301,268.89
3325 | 117,0,5,yes,no,no,608.3000000000002,282,282.2100000000001
3326 | 159,0,1,no,no,no,572.8000000000002,305,251.22
3327 | 78,0,2,no,no,no,562.9,300,299.58
3328 | 96,0,1,no,no,no,585.1999999999998,314,233.3
3329 | 79,0,2,no,no,no,557.5999999999998,299,273.57
3330 | 192,36,2,no,no,yes,660.6999999999998,292,339.2000000000001
3331 | 68,0,3,no,no,no,585.4,239,254.83
3332 | 28,0,2,no,no,no,675.6,264,259.64
3333 | 184,0,2,no,yes,no,517.5999999999998,336,196.73
3334 | 74,25,0,no,no,yes,755.4,276,318.41
3335 | 


--------------------------------------------------------------------------------
	model	year	price	transmission	mileage	fuelType	mpg	engineSize
0	5 Series	2014	11200	Automatic	67068	Diesel	57.6	2.0
1	6 Series	2018	27000	Automatic	14827	Petrol	42.8	2.0
2	5 Series	2016	16000	Automatic	62794	Diesel	51.4	3.0
3	1 Series	2017	12750	Automatic	26676	Diesel	72.4	1.5
4	7 Series	2014	14500	Automatic	39554	Diesel	50.4	3.0
	model	year	price	transmission	mileage	fuelType	mpg	engineSize
10776	X3	2016	19000	Automatic	40818	Diesel	54.3	2.0
10777	5 Series	2016	14600	Automatic	42947	Diesel	60.1	2.0
10778	3 Series	2017	13100	Manual	25468	Petrol	42.8	2.0
10779	1 Series	2014	9930	Automatic	45000	Diesel	64.2	2.0
10780	X1	2017	15981	Automatic	59432	Diesel	57.6	2.0