├── ML intern Wine qualty.ipynb
└── winequality-red.csv


/ML intern Wine qualty.ipynb:
--------------------------------------------------------------------------------
  1 | {
  2 |  "cells": [
  3 |   {
  4 |    "cell_type": "code",
  5 |    "execution_count": 31,
  6 |    "id": "3302bd48",
  7 |    "metadata": {},
  8 |    "outputs": [],
  9 |    "source": [
 10 |     "import pandas as pd\n",
 11 |     "import numpy as np\n",
 12 |     "import matplotlib.pyplot as plt\n",
 13 |     "from sklearn.model_selection import train_test_split\n",
 14 |     "from sklearn.preprocessing import StandardScaler\n",
 15 |     "from sklearn.ensemble import RandomForestClassifier\n",
 16 |     "from sklearn.metrics import classification_report, accuracy_score\n"
 17 |    ]
 18 |   },
 19 |   {
 20 |    "cell_type": "code",
 21 |    "execution_count": 33,
 22 |    "id": "3b2e2754",
 23 |    "metadata": {},
 24 |    "outputs": [],
 25 |    "source": [
 26 |     "data = pd.read_csv(\"C:/Users/k7003/winequality-red.csv\")  # Replace with the actual file path of your dataset\n"
 27 |    ]
 28 |   },
 29 |   {
 30 |    "cell_type": "code",
 31 |    "execution_count": 34,
 32 |    "id": "431ad76e",
 33 |    "metadata": {},
 34 |    "outputs": [
 35 |     {
 36 |      "name": "stdout",
 37 |      "output_type": "stream",
 38 |      "text": [
 39 |       "   fixed acidity  volatile acidity  citric acid  residual sugar  chlorides  \\\n",
 40 |       "0            7.4              0.70         0.00             1.9      0.076   \n",
 41 |       "1            7.8              0.88         0.00             2.6      0.098   \n",
 42 |       "2            7.8              0.76         0.04             2.3      0.092   \n",
 43 |       "3           11.2              0.28         0.56             1.9      0.075   \n",
 44 |       "4            7.4              0.70         0.00             1.9      0.076   \n",
 45 |       "\n",
 46 |       "   free sulfur dioxide  total sulfur dioxide  density    pH  sulphates  \\\n",
 47 |       "0                 11.0                  34.0   0.9978  3.51       0.56   \n",
 48 |       "1                 25.0                  67.0   0.9968  3.20       0.68   \n",
 49 |       "2                 15.0                  54.0   0.9970  3.26       0.65   \n",
 50 |       "3                 17.0                  60.0   0.9980  3.16       0.58   \n",
 51 |       "4                 11.0                  34.0   0.9978  3.51       0.56   \n",
 52 |       "\n",
 53 |       "   alcohol  quality  \n",
 54 |       "0      9.4        5  \n",
 55 |       "1      9.8        5  \n",
 56 |       "2      9.8        5  \n",
 57 |       "3      9.8        6  \n",
 58 |       "4      9.4        5  \n",
 59 |       "       fixed acidity  volatile acidity  citric acid  residual sugar  \\\n",
 60 |       "count    1599.000000       1599.000000  1599.000000     1599.000000   \n",
 61 |       "mean        8.319637          0.527821     0.270976        2.538806   \n",
 62 |       "std         1.741096          0.179060     0.194801        1.409928   \n",
 63 |       "min         4.600000          0.120000     0.000000        0.900000   \n",
 64 |       "25%         7.100000          0.390000     0.090000        1.900000   \n",
 65 |       "50%         7.900000          0.520000     0.260000        2.200000   \n",
 66 |       "75%         9.200000          0.640000     0.420000        2.600000   \n",
 67 |       "max        15.900000          1.580000     1.000000       15.500000   \n",
 68 |       "\n",
 69 |       "         chlorides  free sulfur dioxide  total sulfur dioxide      density  \\\n",
 70 |       "count  1599.000000          1599.000000           1599.000000  1599.000000   \n",
 71 |       "mean      0.087467            15.874922             46.467792     0.996747   \n",
 72 |       "std       0.047065            10.460157             32.895324     0.001887   \n",
 73 |       "min       0.012000             1.000000              6.000000     0.990070   \n",
 74 |       "25%       0.070000             7.000000             22.000000     0.995600   \n",
 75 |       "50%       0.079000            14.000000             38.000000     0.996750   \n",
 76 |       "75%       0.090000            21.000000             62.000000     0.997835   \n",
 77 |       "max       0.611000            72.000000            289.000000     1.003690   \n",
 78 |       "\n",
 79 |       "                pH    sulphates      alcohol      quality  \n",
 80 |       "count  1599.000000  1599.000000  1599.000000  1599.000000  \n",
 81 |       "mean      3.311113     0.658149    10.422983     5.636023  \n",
 82 |       "std       0.154386     0.169507     1.065668     0.807569  \n",
 83 |       "min       2.740000     0.330000     8.400000     3.000000  \n",
 84 |       "25%       3.210000     0.550000     9.500000     5.000000  \n",
 85 |       "50%       3.310000     0.620000    10.200000     6.000000  \n",
 86 |       "75%       3.400000     0.730000    11.100000     6.000000  \n",
 87 |       "max       4.010000     2.000000    14.900000     8.000000  \n"
 88 |      ]
 89 |     }
 90 |    ],
 91 |    "source": [
 92 |     "print(data.head())  # To see the first few rows of the dataset\n",
 93 |     "print(data.describe())  # To get statistical information about the dataset\n"
 94 |    ]
 95 |   },
 96 |   {
 97 |    "cell_type": "code",
 98 |    "execution_count": 36,
 99 |    "id": "a181d6b3",
100 |    "metadata": {},
101 |    "outputs": [],
102 |    "source": [
103 |     "X = data.drop('quality', axis=1)\n",
104 |     "y = data['quality']\n"
105 |    ]
106 |   },
107 |   {
108 |    "cell_type": "code",
109 |    "execution_count": 37,
110 |    "id": "2b043d5c",
111 |    "metadata": {},
112 |    "outputs": [],
113 |    "source": [
114 |     "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)"
115 |    ]
116 |   },
117 |   {
118 |    "cell_type": "code",
119 |    "execution_count": 39,
120 |    "id": "e1a7e7e6",
121 |    "metadata": {},
122 |    "outputs": [],
123 |    "source": [
124 |     "scaler = StandardScaler()\n",
125 |     "X_train = scaler.fit_transform(X_train)\n",
126 |     "X_test = scaler.transform(X_test)\n"
127 |    ]
128 |   },
129 |   {
130 |    "cell_type": "code",
131 |    "execution_count": 40,
132 |    "id": "251b6f17",
133 |    "metadata": {},
134 |    "outputs": [
135 |     {
136 |      "data": {
137 |       "text/html": [
138 |        "<style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>RandomForestClassifier(random_state=42)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">RandomForestClassifier</label><div class=\"sk-toggleable__content\"><pre>RandomForestClassifier(random_state=42)</pre></div></div></div></div></div>"
139 |       ],
140 |       "text/plain": [
141 |        "RandomForestClassifier(random_state=42)"
142 |       ]
143 |      },
144 |      "execution_count": 40,
145 |      "metadata": {},
146 |      "output_type": "execute_result"
147 |     }
148 |    ],
149 |    "source": [
150 |     "clf = RandomForestClassifier(random_state=42)\n",
151 |     "clf.fit(X_train, y_train)\n"
152 |    ]
153 |   },
154 |   {
155 |    "cell_type": "code",
156 |    "execution_count": 41,
157 |    "id": "0a515b9e",
158 |    "metadata": {},
159 |    "outputs": [],
160 |    "source": [
161 |     "y_pred = clf.predict(X_test)\n"
162 |    ]
163 |   },
164 |   {
165 |    "cell_type": "code",
166 |    "execution_count": 42,
167 |    "id": "1faabc60",
168 |    "metadata": {},
169 |    "outputs": [
170 |     {
171 |      "name": "stdout",
172 |      "output_type": "stream",
173 |      "text": [
174 |       "Accuracy: 0.659375\n",
175 |       "              precision    recall  f1-score   support\n",
176 |       "\n",
177 |       "           3       0.00      0.00      0.00         1\n",
178 |       "           4       0.00      0.00      0.00        10\n",
179 |       "           5       0.71      0.74      0.72       130\n",
180 |       "           6       0.63      0.70      0.66       132\n",
181 |       "           7       0.64      0.55      0.59        42\n",
182 |       "           8       0.00      0.00      0.00         5\n",
183 |       "\n",
184 |       "    accuracy                           0.66       320\n",
185 |       "   macro avg       0.33      0.33      0.33       320\n",
186 |       "weighted avg       0.63      0.66      0.64       320\n",
187 |       "\n"
188 |      ]
189 |     },
190 |     {
191 |      "name": "stderr",
192 |      "output_type": "stream",
193 |      "text": [
194 |       "C:\\Users\\k7003\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
195 |       "  _warn_prf(average, modifier, msg_start, len(result))\n",
196 |       "C:\\Users\\k7003\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
197 |       "  _warn_prf(average, modifier, msg_start, len(result))\n",
198 |       "C:\\Users\\k7003\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
199 |       "  _warn_prf(average, modifier, msg_start, len(result))\n"
200 |      ]
201 |     }
202 |    ],
203 |    "source": [
204 |     "accuracy = accuracy_score(y_test, y_pred)\n",
205 |     "report = classification_report(y_test, y_pred)\n",
206 |     "print(f\"Accuracy: {accuracy}\")\n",
207 |     "print(report)\n"
208 |    ]
209 |   },
210 |   {
211 |    "cell_type": "code",
212 |    "execution_count": 43,
213 |    "id": "213c76f7",
214 |    "metadata": {},
215 |    "outputs": [
216 |     {
217 |      "data": {
218 |       "image/png": "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",
219 |       "text/plain": [
220 |        "<Figure size 640x480 with 1 Axes>"
221 |       ]
222 |      },
223 |      "metadata": {},
224 |      "output_type": "display_data"
225 |     }
226 |    ],
227 |    "source": [
228 |     "feature_importances = clf.feature_importances_\n",
229 |     "plt.barh(X.columns, feature_importances)\n",
230 |     "plt.xlabel('Feature Importance')\n",
231 |     "plt.title('Feature Importance for Wine Quality Prediction')\n",
232 |     "plt.show()\n"
233 |    ]
234 |   }
235 |  ],
236 |  "metadata": {
237 |   "kernelspec": {
238 |    "display_name": "Python 3 (ipykernel)",
239 |    "language": "python",
240 |    "name": "python3"
241 |   },
242 |   "language_info": {
243 |    "codemirror_mode": {
244 |     "name": "ipython",
245 |     "version": 3
246 |    },
247 |    "file_extension": ".py",
248 |    "mimetype": "text/x-python",
249 |    "name": "python",
250 |    "nbconvert_exporter": "python",
251 |    "pygments_lexer": "ipython3",
252 |    "version": "3.10.9"
253 |   }
254 |  },
255 |  "nbformat": 4,
256 |  "nbformat_minor": 5
257 | }
258 | 


--------------------------------------------------------------------------------
/winequality-red.csv:
--------------------------------------------------------------------------------
   1 | fixed acidity,volatile acidity,citric acid,residual sugar,chlorides,free sulfur dioxide,total sulfur dioxide,density,pH,sulphates,alcohol,quality
   2 | 7.4,0.7,0.0,1.9,0.076,11.0,34.0,0.9978,3.51,0.56,9.4,5
   3 | 7.8,0.88,0.0,2.6,0.098,25.0,67.0,0.9968,3.2,0.68,9.8,5
   4 | 7.8,0.76,0.04,2.3,0.092,15.0,54.0,0.997,3.26,0.65,9.8,5
   5 | 11.2,0.28,0.56,1.9,0.075,17.0,60.0,0.998,3.16,0.58,9.8,6
   6 | 7.4,0.7,0.0,1.9,0.076,11.0,34.0,0.9978,3.51,0.56,9.4,5
   7 | 7.4,0.66,0.0,1.8,0.075,13.0,40.0,0.9978,3.51,0.56,9.4,5
   8 | 7.9,0.6,0.06,1.6,0.069,15.0,59.0,0.9964,3.3,0.46,9.4,5
   9 | 7.3,0.65,0.0,1.2,0.065,15.0,21.0,0.9946,3.39,0.47,10.0,7
  10 | 7.8,0.58,0.02,2.0,0.073,9.0,18.0,0.9968,3.36,0.57,9.5,7
  11 | 7.5,0.5,0.36,6.1,0.071,17.0,102.0,0.9978,3.35,0.8,10.5,5
  12 | 6.7,0.58,0.08,1.8,0.09699999999999999,15.0,65.0,0.9959,3.28,0.54,9.2,5
  13 | 7.5,0.5,0.36,6.1,0.071,17.0,102.0,0.9978,3.35,0.8,10.5,5
  14 | 5.6,0.615,0.0,1.6,0.08900000000000001,16.0,59.0,0.9943,3.58,0.52,9.9,5
  15 | 7.8,0.61,0.29,1.6,0.114,9.0,29.0,0.9974,3.26,1.56,9.1,5
  16 | 8.9,0.62,0.18,3.8,0.17600000000000002,52.0,145.0,0.9986,3.16,0.88,9.2,5
  17 | 8.9,0.62,0.19,3.9,0.17,51.0,148.0,0.9986,3.17,0.93,9.2,5
  18 | 8.5,0.28,0.56,1.8,0.092,35.0,103.0,0.9969,3.3,0.75,10.5,7
  19 | 8.1,0.56,0.28,1.7,0.368,16.0,56.0,0.9968,3.11,1.28,9.3,5
  20 | 7.4,0.59,0.08,4.4,0.086,6.0,29.0,0.9974,3.38,0.5,9.0,4
  21 | 7.9,0.32,0.51,1.8,0.341,17.0,56.0,0.9969,3.04,1.08,9.2,6
  22 | 8.9,0.22,0.48,1.8,0.077,29.0,60.0,0.9968,3.39,0.53,9.4,6
  23 | 7.6,0.39,0.31,2.3,0.08199999999999999,23.0,71.0,0.9982,3.52,0.65,9.7,5
  24 | 7.9,0.43,0.21,1.6,0.106,10.0,37.0,0.9966,3.17,0.91,9.5,5
  25 | 8.5,0.49,0.11,2.3,0.084,9.0,67.0,0.9968,3.17,0.53,9.4,5
  26 | 6.9,0.4,0.14,2.4,0.085,21.0,40.0,0.9968,3.43,0.63,9.7,6
  27 | 6.3,0.39,0.16,1.4,0.08,11.0,23.0,0.9955,3.34,0.56,9.3,5
  28 | 7.6,0.41,0.24,1.8,0.08,4.0,11.0,0.9962,3.28,0.59,9.5,5
  29 | 7.9,0.43,0.21,1.6,0.106,10.0,37.0,0.9966,3.17,0.91,9.5,5
  30 | 7.1,0.71,0.0,1.9,0.08,14.0,35.0,0.9972,3.47,0.55,9.4,5
  31 | 7.8,0.645,0.0,2.0,0.08199999999999999,8.0,16.0,0.9964,3.38,0.59,9.8,6
  32 | 6.7,0.675,0.07,2.4,0.08900000000000001,17.0,82.0,0.9958,3.35,0.54,10.1,5
  33 | 6.9,0.685,0.0,2.5,0.105,22.0,37.0,0.9966,3.46,0.57,10.6,6
  34 | 8.3,0.655,0.12,2.3,0.083,15.0,113.0,0.9966,3.17,0.66,9.8,5
  35 | 6.9,0.605,0.12,10.7,0.073,40.0,83.0,0.9993,3.45,0.52,9.4,6
  36 | 5.2,0.32,0.25,1.8,0.10300000000000001,13.0,50.0,0.9957,3.38,0.55,9.2,5
  37 | 7.8,0.645,0.0,5.5,0.086,5.0,18.0,0.9986,3.4,0.55,9.6,6
  38 | 7.8,0.6,0.14,2.4,0.086,3.0,15.0,0.9975,3.42,0.6,10.8,6
  39 | 8.1,0.38,0.28,2.1,0.066,13.0,30.0,0.9968,3.23,0.73,9.7,7
  40 | 5.7,1.13,0.09,1.5,0.172,7.0,19.0,0.9940000000000001,3.5,0.48,9.8,4
  41 | 7.3,0.45,0.36,5.9,0.07400000000000001,12.0,87.0,0.9978,3.33,0.83,10.5,5
  42 | 7.3,0.45,0.36,5.9,0.07400000000000001,12.0,87.0,0.9978,3.33,0.83,10.5,5
  43 | 8.8,0.61,0.3,2.8,0.08800000000000001,17.0,46.0,0.9976,3.26,0.51,9.3,4
  44 | 7.5,0.49,0.2,2.6,0.332,8.0,14.0,0.9968,3.21,0.9,10.5,6
  45 | 8.1,0.66,0.22,2.2,0.069,9.0,23.0,0.9968,3.3,1.2,10.3,5
  46 | 6.8,0.67,0.02,1.8,0.05,5.0,11.0,0.9962,3.48,0.52,9.5,5
  47 | 4.6,0.52,0.15,2.1,0.054000000000000006,8.0,65.0,0.9934,3.9,0.56,13.1,4
  48 | 7.7,0.935,0.43,2.2,0.114,22.0,114.0,0.997,3.25,0.73,9.2,5
  49 | 8.7,0.29,0.52,1.6,0.113,12.0,37.0,0.9969,3.25,0.58,9.5,5
  50 | 6.4,0.4,0.23,1.6,0.066,5.0,12.0,0.9958,3.34,0.56,9.2,5
  51 | 5.6,0.31,0.37,1.4,0.07400000000000001,12.0,96.0,0.9954,3.32,0.58,9.2,5
  52 | 8.8,0.66,0.26,1.7,0.07400000000000001,4.0,23.0,0.9971,3.15,0.74,9.2,5
  53 | 6.6,0.52,0.04,2.2,0.069,8.0,15.0,0.9956,3.4,0.63,9.4,6
  54 | 6.6,0.5,0.04,2.1,0.068,6.0,14.0,0.9955,3.39,0.64,9.4,6
  55 | 8.6,0.38,0.36,3.0,0.081,30.0,119.0,0.997,3.2,0.56,9.4,5
  56 | 7.6,0.51,0.15,2.8,0.11,33.0,73.0,0.9955,3.17,0.63,10.2,6
  57 | 7.7,0.62,0.04,3.8,0.084,25.0,45.0,0.9978,3.34,0.53,9.5,5
  58 | 10.2,0.42,0.57,3.4,0.07,4.0,10.0,0.9971,3.04,0.63,9.6,5
  59 | 7.5,0.63,0.12,5.1,0.111,50.0,110.0,0.9983,3.26,0.77,9.4,5
  60 | 7.8,0.59,0.18,2.3,0.076,17.0,54.0,0.9975,3.43,0.59,10.0,5
  61 | 7.3,0.39,0.31,2.4,0.07400000000000001,9.0,46.0,0.9962,3.41,0.54,9.4,6
  62 | 8.8,0.4,0.4,2.2,0.079,19.0,52.0,0.998,3.44,0.64,9.2,5
  63 | 7.7,0.69,0.49,1.8,0.115,20.0,112.0,0.9968,3.21,0.71,9.3,5
  64 | 7.5,0.52,0.16,1.9,0.085,12.0,35.0,0.9968,3.38,0.62,9.5,7
  65 | 7.0,0.735,0.05,2.0,0.081,13.0,54.0,0.9966,3.39,0.57,9.8,5
  66 | 7.2,0.725,0.05,4.65,0.086,4.0,11.0,0.9962,3.41,0.39,10.9,5
  67 | 7.2,0.725,0.05,4.65,0.086,4.0,11.0,0.9962,3.41,0.39,10.9,5
  68 | 7.5,0.52,0.11,1.5,0.079,11.0,39.0,0.9968,3.42,0.58,9.6,5
  69 | 6.6,0.705,0.07,1.6,0.076,6.0,15.0,0.9962,3.44,0.58,10.7,5
  70 | 9.3,0.32,0.57,2.0,0.07400000000000001,27.0,65.0,0.9969,3.28,0.79,10.7,5
  71 | 8.0,0.705,0.05,1.9,0.07400000000000001,8.0,19.0,0.9962,3.34,0.95,10.5,6
  72 | 7.7,0.63,0.08,1.9,0.076,15.0,27.0,0.9967,3.32,0.54,9.5,6
  73 | 7.7,0.67,0.23,2.1,0.08800000000000001,17.0,96.0,0.9962,3.32,0.48,9.5,5
  74 | 7.7,0.69,0.22,1.9,0.084,18.0,94.0,0.9961,3.31,0.48,9.5,5
  75 | 8.3,0.675,0.26,2.1,0.084,11.0,43.0,0.9976,3.31,0.53,9.2,4
  76 | 9.7,0.32,0.54,2.5,0.094,28.0,83.0,0.9984,3.28,0.82,9.6,5
  77 | 8.8,0.41,0.64,2.2,0.09300000000000001,9.0,42.0,0.9986,3.54,0.66,10.5,5
  78 | 8.8,0.41,0.64,2.2,0.09300000000000001,9.0,42.0,0.9986,3.54,0.66,10.5,5
  79 | 6.8,0.785,0.0,2.4,0.10400000000000001,14.0,30.0,0.9966,3.52,0.55,10.7,6
  80 | 6.7,0.75,0.12,2.0,0.086,12.0,80.0,0.9958,3.38,0.52,10.1,5
  81 | 8.3,0.625,0.2,1.5,0.08,27.0,119.0,0.9972,3.16,1.12,9.1,4
  82 | 6.2,0.45,0.2,1.6,0.069,3.0,15.0,0.9958,3.41,0.56,9.2,5
  83 | 7.8,0.43,0.7,1.9,0.46399999999999997,22.0,67.0,0.9974,3.13,1.28,9.4,5
  84 | 7.4,0.5,0.47,2.0,0.086,21.0,73.0,0.997,3.36,0.57,9.1,5
  85 | 7.3,0.67,0.26,1.8,0.401,16.0,51.0,0.9969,3.16,1.14,9.4,5
  86 | 6.3,0.3,0.48,1.8,0.069,18.0,61.0,0.9959,3.44,0.78,10.3,6
  87 | 6.9,0.55,0.15,2.2,0.076,19.0,40.0,0.9961,3.41,0.59,10.1,5
  88 | 8.6,0.49,0.28,1.9,0.11,20.0,136.0,0.9972,2.93,1.95,9.9,6
  89 | 7.7,0.49,0.26,1.9,0.062,9.0,31.0,0.9966,3.39,0.64,9.6,5
  90 | 9.3,0.39,0.44,2.1,0.107,34.0,125.0,0.9978,3.14,1.22,9.5,5
  91 | 7.0,0.62,0.08,1.8,0.076,8.0,24.0,0.9978,3.48,0.53,9.0,5
  92 | 7.9,0.52,0.26,1.9,0.079,42.0,140.0,0.9964,3.23,0.54,9.5,5
  93 | 8.6,0.49,0.28,1.9,0.11,20.0,136.0,0.9972,2.93,1.95,9.9,6
  94 | 8.6,0.49,0.29,2.0,0.11,19.0,133.0,0.9972,2.93,1.98,9.8,5
  95 | 7.7,0.49,0.26,1.9,0.062,9.0,31.0,0.9966,3.39,0.64,9.6,5
  96 | 5.0,1.02,0.04,1.4,0.045,41.0,85.0,0.9938,3.75,0.48,10.5,4
  97 | 4.7,0.6,0.17,2.3,0.057999999999999996,17.0,106.0,0.9932,3.85,0.6,12.9,6
  98 | 6.8,0.775,0.0,3.0,0.102,8.0,23.0,0.9965,3.45,0.56,10.7,5
  99 | 7.0,0.5,0.25,2.0,0.07,3.0,22.0,0.9963,3.25,0.63,9.2,5
 100 | 7.6,0.9,0.06,2.5,0.079,5.0,10.0,0.9967,3.39,0.56,9.8,5
 101 | 8.1,0.545,0.18,1.9,0.08,13.0,35.0,0.9972,3.3,0.59,9.0,6
 102 | 8.3,0.61,0.3,2.1,0.084,11.0,50.0,0.9972,3.4,0.61,10.2,6
 103 | 7.8,0.5,0.3,1.9,0.075,8.0,22.0,0.9959,3.31,0.56,10.4,6
 104 | 8.1,0.545,0.18,1.9,0.08,13.0,35.0,0.9972,3.3,0.59,9.0,6
 105 | 8.1,0.575,0.22,2.1,0.077,12.0,65.0,0.9967,3.29,0.51,9.2,5
 106 | 7.2,0.49,0.24,2.2,0.07,5.0,36.0,0.996,3.33,0.48,9.4,5
 107 | 8.1,0.575,0.22,2.1,0.077,12.0,65.0,0.9967,3.29,0.51,9.2,5
 108 | 7.8,0.41,0.68,1.7,0.467,18.0,69.0,0.9973,3.08,1.31,9.3,5
 109 | 6.2,0.63,0.31,1.7,0.08800000000000001,15.0,64.0,0.9969,3.46,0.79,9.3,5
 110 | 8.0,0.33,0.53,2.5,0.091,18.0,80.0,0.9976,3.37,0.8,9.6,6
 111 | 8.1,0.785,0.52,2.0,0.122,37.0,153.0,0.9969,3.21,0.69,9.3,5
 112 | 7.8,0.56,0.19,1.8,0.10400000000000001,12.0,47.0,0.9964,3.19,0.93,9.5,5
 113 | 8.4,0.62,0.09,2.2,0.084,11.0,108.0,0.9964,3.15,0.66,9.8,5
 114 | 8.4,0.6,0.1,2.2,0.085,14.0,111.0,0.9964,3.15,0.66,9.8,5
 115 | 10.1,0.31,0.44,2.3,0.08,22.0,46.0,0.9988,3.32,0.67,9.7,6
 116 | 7.8,0.56,0.19,1.8,0.10400000000000001,12.0,47.0,0.9964,3.19,0.93,9.5,5
 117 | 9.4,0.4,0.31,2.2,0.09,13.0,62.0,0.9966,3.07,0.63,10.5,6
 118 | 8.3,0.54,0.28,1.9,0.077,11.0,40.0,0.9978,3.39,0.61,10.0,6
 119 | 7.8,0.56,0.12,2.0,0.08199999999999999,7.0,28.0,0.997,3.37,0.5,9.4,6
 120 | 8.8,0.55,0.04,2.2,0.11900000000000001,14.0,56.0,0.9962,3.21,0.6,10.9,6
 121 | 7.0,0.69,0.08,1.8,0.09699999999999999,22.0,89.0,0.9959,3.34,0.54,9.2,6
 122 | 7.3,1.07,0.09,1.7,0.17800000000000002,10.0,89.0,0.9962,3.3,0.57,9.0,5
 123 | 8.8,0.55,0.04,2.2,0.11900000000000001,14.0,56.0,0.9962,3.21,0.6,10.9,6
 124 | 7.3,0.695,0.0,2.5,0.075,3.0,13.0,0.998,3.49,0.52,9.2,5
 125 | 8.0,0.71,0.0,2.6,0.08,11.0,34.0,0.9976,3.44,0.53,9.5,5
 126 | 7.8,0.5,0.17,1.6,0.08199999999999999,21.0,102.0,0.996,3.39,0.48,9.5,5
 127 | 9.0,0.62,0.04,1.9,0.146,27.0,90.0,0.9984,3.16,0.7,9.4,5
 128 | 8.2,1.33,0.0,1.7,0.081,3.0,12.0,0.9964,3.53,0.49,10.9,5
 129 | 8.1,1.33,0.0,1.8,0.08199999999999999,3.0,12.0,0.9964,3.54,0.48,10.9,5
 130 | 8.0,0.59,0.16,1.8,0.065,3.0,16.0,0.9962,3.42,0.92,10.5,7
 131 | 6.1,0.38,0.15,1.8,0.07200000000000001,6.0,19.0,0.9955,3.42,0.57,9.4,5
 132 | 8.0,0.745,0.56,2.0,0.11800000000000001,30.0,134.0,0.9968,3.24,0.66,9.4,5
 133 | 5.6,0.5,0.09,2.3,0.049,17.0,99.0,0.9937,3.63,0.63,13.0,5
 134 | 5.6,0.5,0.09,2.3,0.049,17.0,99.0,0.9937,3.63,0.63,13.0,5
 135 | 6.6,0.5,0.01,1.5,0.06,17.0,26.0,0.9952,3.4,0.58,9.8,6
 136 | 7.9,1.04,0.05,2.2,0.084,13.0,29.0,0.9959,3.22,0.55,9.9,6
 137 | 8.4,0.745,0.11,1.9,0.09,16.0,63.0,0.9965,3.19,0.82,9.6,5
 138 | 8.3,0.715,0.15,1.8,0.08900000000000001,10.0,52.0,0.9968,3.23,0.77,9.5,5
 139 | 7.2,0.415,0.36,2.0,0.081,13.0,45.0,0.9972,3.48,0.64,9.2,5
 140 | 7.8,0.56,0.19,2.1,0.081,15.0,105.0,0.9962,3.33,0.54,9.5,5
 141 | 7.8,0.56,0.19,2.0,0.081,17.0,108.0,0.9962,3.32,0.54,9.5,5
 142 | 8.4,0.745,0.11,1.9,0.09,16.0,63.0,0.9965,3.19,0.82,9.6,5
 143 | 8.3,0.715,0.15,1.8,0.08900000000000001,10.0,52.0,0.9968,3.23,0.77,9.5,5
 144 | 5.2,0.34,0.0,1.8,0.05,27.0,63.0,0.9916,3.68,0.79,14.0,6
 145 | 6.3,0.39,0.08,1.7,0.066,3.0,20.0,0.9954,3.34,0.58,9.4,5
 146 | 5.2,0.34,0.0,1.8,0.05,27.0,63.0,0.9916,3.68,0.79,14.0,6
 147 | 8.1,0.67,0.55,1.8,0.11699999999999999,32.0,141.0,0.9968,3.17,0.62,9.4,5
 148 | 5.8,0.68,0.02,1.8,0.087,21.0,94.0,0.9944,3.54,0.52,10.0,5
 149 | 7.6,0.49,0.26,1.6,0.23600000000000002,10.0,88.0,0.9968,3.11,0.8,9.3,5
 150 | 6.9,0.49,0.1,2.3,0.07400000000000001,12.0,30.0,0.9959,3.42,0.58,10.2,6
 151 | 8.2,0.4,0.44,2.8,0.08900000000000001,11.0,43.0,0.9975,3.53,0.61,10.5,6
 152 | 7.3,0.33,0.47,2.1,0.077,5.0,11.0,0.9958,3.33,0.53,10.3,6
 153 | 9.2,0.52,1.0,3.4,0.61,32.0,69.0,0.9996,2.74,2.0,9.4,4
 154 | 7.5,0.6,0.03,1.8,0.095,25.0,99.0,0.995,3.35,0.54,10.1,5
 155 | 7.5,0.6,0.03,1.8,0.095,25.0,99.0,0.995,3.35,0.54,10.1,5
 156 | 7.1,0.43,0.42,5.5,0.07,29.0,129.0,0.9973,3.42,0.72,10.5,5
 157 | 7.1,0.43,0.42,5.5,0.071,28.0,128.0,0.9973,3.42,0.71,10.5,5
 158 | 7.1,0.43,0.42,5.5,0.07,29.0,129.0,0.9973,3.42,0.72,10.5,5
 159 | 7.1,0.43,0.42,5.5,0.071,28.0,128.0,0.9973,3.42,0.71,10.5,5
 160 | 7.1,0.68,0.0,2.2,0.073,12.0,22.0,0.9969,3.48,0.5,9.3,5
 161 | 6.8,0.6,0.18,1.9,0.079,18.0,86.0,0.9968,3.59,0.57,9.3,6
 162 | 7.6,0.95,0.03,2.0,0.09,7.0,20.0,0.9959,3.2,0.56,9.6,5
 163 | 7.6,0.68,0.02,1.3,0.07200000000000001,9.0,20.0,0.9965,3.17,1.08,9.2,4
 164 | 7.8,0.53,0.04,1.7,0.076,17.0,31.0,0.9964,3.33,0.56,10.0,6
 165 | 7.4,0.6,0.26,7.3,0.07,36.0,121.0,0.9982,3.37,0.49,9.4,5
 166 | 7.3,0.59,0.26,7.2,0.07,35.0,121.0,0.9981,3.37,0.49,9.4,5
 167 | 7.8,0.63,0.48,1.7,0.1,14.0,96.0,0.9961,3.19,0.62,9.5,5
 168 | 6.8,0.64,0.1,2.1,0.085,18.0,101.0,0.9956,3.34,0.52,10.2,5
 169 | 7.3,0.55,0.03,1.6,0.07200000000000001,17.0,42.0,0.9956,3.37,0.48,9.0,4
 170 | 6.8,0.63,0.07,2.1,0.08900000000000001,11.0,44.0,0.9953,3.47,0.55,10.4,6
 171 | 7.5,0.705,0.24,1.8,0.36,15.0,63.0,0.9964,3.0,1.59,9.5,5
 172 | 7.9,0.885,0.03,1.8,0.057999999999999996,4.0,8.0,0.9972,3.36,0.33,9.1,4
 173 | 8.0,0.42,0.17,2.0,0.073,6.0,18.0,0.9972,3.29,0.61,9.2,6
 174 | 8.0,0.42,0.17,2.0,0.073,6.0,18.0,0.9972,3.29,0.61,9.2,6
 175 | 7.4,0.62,0.05,1.9,0.068,24.0,42.0,0.9961,3.42,0.57,11.5,6
 176 | 7.3,0.38,0.21,2.0,0.08,7.0,35.0,0.9961,3.33,0.47,9.5,5
 177 | 6.9,0.5,0.04,1.5,0.085,19.0,49.0,0.9958,3.35,0.78,9.5,5
 178 | 7.3,0.38,0.21,2.0,0.08,7.0,35.0,0.9961,3.33,0.47,9.5,5
 179 | 7.5,0.52,0.42,2.3,0.087,8.0,38.0,0.9972,3.58,0.61,10.5,6
 180 | 7.0,0.805,0.0,2.5,0.068,7.0,20.0,0.9969,3.48,0.56,9.6,5
 181 | 8.8,0.61,0.14,2.4,0.067,10.0,42.0,0.9969,3.19,0.59,9.5,5
 182 | 8.8,0.61,0.14,2.4,0.067,10.0,42.0,0.9969,3.19,0.59,9.5,5
 183 | 8.9,0.61,0.49,2.0,0.27,23.0,110.0,0.9972,3.12,1.02,9.3,5
 184 | 7.2,0.73,0.02,2.5,0.076,16.0,42.0,0.9972,3.44,0.52,9.3,5
 185 | 6.8,0.61,0.2,1.8,0.077,11.0,65.0,0.9971,3.54,0.58,9.3,5
 186 | 6.7,0.62,0.21,1.9,0.079,8.0,62.0,0.997,3.52,0.58,9.3,6
 187 | 8.9,0.31,0.57,2.0,0.111,26.0,85.0,0.9971,3.26,0.53,9.7,5
 188 | 7.4,0.39,0.48,2.0,0.08199999999999999,14.0,67.0,0.9972,3.34,0.55,9.2,5
 189 | 7.7,0.705,0.1,2.6,0.084,9.0,26.0,0.9976,3.39,0.49,9.7,5
 190 | 7.9,0.5,0.33,2.0,0.084,15.0,143.0,0.9968,3.2,0.55,9.5,5
 191 | 7.9,0.49,0.32,1.9,0.08199999999999999,17.0,144.0,0.9968,3.2,0.55,9.5,5
 192 | 8.2,0.5,0.35,2.9,0.077,21.0,127.0,0.9976,3.23,0.62,9.4,5
 193 | 6.4,0.37,0.25,1.9,0.07400000000000001,21.0,49.0,0.9974,3.57,0.62,9.8,6
 194 | 6.8,0.63,0.12,3.8,0.099,16.0,126.0,0.9969,3.28,0.61,9.5,5
 195 | 7.6,0.55,0.21,2.2,0.071,7.0,28.0,0.9964,3.28,0.55,9.7,5
 196 | 7.6,0.55,0.21,2.2,0.071,7.0,28.0,0.9964,3.28,0.55,9.7,5
 197 | 7.8,0.59,0.33,2.0,0.07400000000000001,24.0,120.0,0.9968,3.25,0.54,9.4,5
 198 | 7.3,0.58,0.3,2.4,0.07400000000000001,15.0,55.0,0.9968,3.46,0.59,10.2,5
 199 | 11.5,0.3,0.6,2.0,0.067,12.0,27.0,0.9981,3.11,0.97,10.1,6
 200 | 5.4,0.835,0.08,1.2,0.046,13.0,93.0,0.9924,3.57,0.85,13.0,7
 201 | 6.9,1.09,0.06,2.1,0.061,12.0,31.0,0.9948,3.51,0.43,11.4,4
 202 | 9.6,0.32,0.47,1.4,0.055999999999999994,9.0,24.0,0.99695,3.22,0.82,10.3,7
 203 | 8.8,0.37,0.48,2.1,0.09699999999999999,39.0,145.0,0.9975,3.04,1.03,9.3,5
 204 | 6.8,0.5,0.11,1.5,0.075,16.0,49.0,0.99545,3.36,0.79,9.5,5
 205 | 7.0,0.42,0.35,1.6,0.08800000000000001,16.0,39.0,0.9961,3.34,0.55,9.2,5
 206 | 7.0,0.43,0.36,1.6,0.08900000000000001,14.0,37.0,0.99615,3.34,0.56,9.2,6
 207 | 12.8,0.3,0.74,2.6,0.095,9.0,28.0,0.9994,3.2,0.77,10.8,7
 208 | 12.8,0.3,0.74,2.6,0.095,9.0,28.0,0.9994,3.2,0.77,10.8,7
 209 | 7.8,0.57,0.31,1.8,0.069,26.0,120.0,0.99625,3.29,0.53,9.3,5
 210 | 7.8,0.44,0.28,2.7,0.1,18.0,95.0,0.9966,3.22,0.67,9.4,5
 211 | 11.0,0.3,0.58,2.1,0.054000000000000006,7.0,19.0,0.998,3.31,0.88,10.5,7
 212 | 9.7,0.53,0.6,2.0,0.039,5.0,19.0,0.99585,3.3,0.86,12.4,6
 213 | 8.0,0.725,0.24,2.8,0.083,10.0,62.0,0.99685,3.35,0.56,10.0,6
 214 | 11.6,0.44,0.64,2.1,0.059000000000000004,5.0,15.0,0.998,3.21,0.67,10.2,6
 215 | 8.2,0.57,0.26,2.2,0.06,28.0,65.0,0.9959,3.3,0.43,10.1,5
 216 | 7.8,0.735,0.08,2.4,0.092,10.0,41.0,0.9974,3.24,0.71,9.8,6
 217 | 7.0,0.49,0.49,5.6,0.06,26.0,121.0,0.9974,3.34,0.76,10.5,5
 218 | 8.7,0.625,0.16,2.0,0.10099999999999999,13.0,49.0,0.9962,3.14,0.57,11.0,5
 219 | 8.1,0.725,0.22,2.2,0.07200000000000001,11.0,41.0,0.9967,3.36,0.55,9.1,5
 220 | 7.5,0.49,0.19,1.9,0.076,10.0,44.0,0.9957,3.39,0.54,9.7,5
 221 | 7.8,0.53,0.33,2.4,0.08,24.0,144.0,0.99655,3.3,0.6,9.5,5
 222 | 7.8,0.34,0.37,2.0,0.08199999999999999,24.0,58.0,0.9964,3.34,0.59,9.4,6
 223 | 7.4,0.53,0.26,2.0,0.10099999999999999,16.0,72.0,0.9957,3.15,0.57,9.4,5
 224 | 6.8,0.61,0.04,1.5,0.057,5.0,10.0,0.99525,3.42,0.6,9.5,5
 225 | 8.6,0.645,0.25,2.0,0.083,8.0,28.0,0.99815,3.28,0.6,10.0,6
 226 | 8.4,0.635,0.36,2.0,0.08900000000000001,15.0,55.0,0.99745,3.31,0.57,10.4,4
 227 | 7.7,0.43,0.25,2.6,0.073,29.0,63.0,0.99615,3.37,0.58,10.5,6
 228 | 8.9,0.59,0.5,2.0,0.337,27.0,81.0,0.9964,3.04,1.61,9.5,6
 229 | 9.0,0.82,0.14,2.6,0.08900000000000001,9.0,23.0,0.9984,3.39,0.63,9.8,5
 230 | 7.7,0.43,0.25,2.6,0.073,29.0,63.0,0.99615,3.37,0.58,10.5,6
 231 | 6.9,0.52,0.25,2.6,0.081,10.0,37.0,0.99685,3.46,0.5,11.0,5
 232 | 5.2,0.48,0.04,1.6,0.054000000000000006,19.0,106.0,0.9927,3.54,0.62,12.2,7
 233 | 8.0,0.38,0.06,1.8,0.078,12.0,49.0,0.99625,3.37,0.52,9.9,6
 234 | 8.5,0.37,0.2,2.8,0.09,18.0,58.0,0.998,3.34,0.7,9.6,6
 235 | 6.9,0.52,0.25,2.6,0.081,10.0,37.0,0.99685,3.46,0.5,11.0,5
 236 | 8.2,1.0,0.09,2.3,0.065,7.0,37.0,0.99685,3.32,0.55,9.0,6
 237 | 7.2,0.63,0.0,1.9,0.09699999999999999,14.0,38.0,0.99675,3.37,0.58,9.0,6
 238 | 7.2,0.63,0.0,1.9,0.09699999999999999,14.0,38.0,0.99675,3.37,0.58,9.0,6
 239 | 7.2,0.645,0.0,1.9,0.09699999999999999,15.0,39.0,0.99675,3.37,0.58,9.2,6
 240 | 7.2,0.63,0.0,1.9,0.09699999999999999,14.0,38.0,0.99675,3.37,0.58,9.0,6
 241 | 8.2,1.0,0.09,2.3,0.065,7.0,37.0,0.99685,3.32,0.55,9.0,6
 242 | 8.9,0.635,0.37,1.7,0.263,5.0,62.0,0.9971,3.0,1.09,9.3,5
 243 | 12.0,0.38,0.56,2.1,0.09300000000000001,6.0,24.0,0.99925,3.14,0.71,10.9,6
 244 | 7.7,0.58,0.1,1.8,0.102,28.0,109.0,0.99565,3.08,0.49,9.8,6
 245 | 15.0,0.21,0.44,2.2,0.075,10.0,24.0,1.00005,3.07,0.84,9.2,7
 246 | 15.0,0.21,0.44,2.2,0.075,10.0,24.0,1.00005,3.07,0.84,9.2,7
 247 | 7.3,0.66,0.0,2.0,0.084,6.0,23.0,0.9983,3.61,0.96,9.9,6
 248 | 7.1,0.68,0.07,1.9,0.075,16.0,51.0,0.99685,3.38,0.52,9.5,5
 249 | 8.2,0.6,0.17,2.3,0.07200000000000001,11.0,73.0,0.9963,3.2,0.45,9.3,5
 250 | 7.7,0.53,0.06,1.7,0.07400000000000001,9.0,39.0,0.99615,3.35,0.48,9.8,6
 251 | 7.3,0.66,0.0,2.0,0.084,6.0,23.0,0.9983,3.61,0.96,9.9,6
 252 | 10.8,0.32,0.44,1.6,0.063,16.0,37.0,0.9985,3.22,0.78,10.0,6
 253 | 7.1,0.6,0.0,1.8,0.07400000000000001,16.0,34.0,0.9972,3.47,0.7,9.9,6
 254 | 11.1,0.35,0.48,3.1,0.09,5.0,21.0,0.9986,3.17,0.53,10.5,5
 255 | 7.7,0.775,0.42,1.9,0.092,8.0,86.0,0.9959,3.23,0.59,9.5,5
 256 | 7.1,0.6,0.0,1.8,0.07400000000000001,16.0,34.0,0.9972,3.47,0.7,9.9,6
 257 | 8.0,0.57,0.23,3.2,0.073,17.0,119.0,0.99675,3.26,0.57,9.3,5
 258 | 9.4,0.34,0.37,2.2,0.075,5.0,13.0,0.998,3.22,0.62,9.2,5
 259 | 6.6,0.695,0.0,2.1,0.075,12.0,56.0,0.9968,3.49,0.67,9.2,5
 260 | 7.7,0.41,0.76,1.8,0.611,8.0,45.0,0.9968,3.06,1.26,9.4,5
 261 | 10.0,0.31,0.47,2.6,0.085,14.0,33.0,0.99965,3.36,0.8,10.5,7
 262 | 7.9,0.33,0.23,1.7,0.077,18.0,45.0,0.99625,3.29,0.65,9.3,5
 263 | 7.0,0.975,0.04,2.0,0.087,12.0,67.0,0.99565,3.35,0.6,9.4,4
 264 | 8.0,0.52,0.03,1.7,0.07,10.0,35.0,0.99575,3.34,0.57,10.0,5
 265 | 7.9,0.37,0.23,1.8,0.077,23.0,49.0,0.9963,3.28,0.67,9.3,5
 266 | 12.5,0.56,0.49,2.4,0.064,5.0,27.0,0.9999,3.08,0.87,10.9,5
 267 | 11.8,0.26,0.52,1.8,0.071,6.0,10.0,0.9968,3.2,0.72,10.2,7
 268 | 8.1,0.87,0.0,3.3,0.096,26.0,61.0,1.00025,3.6,0.72,9.8,4
 269 | 7.9,0.35,0.46,3.6,0.078,15.0,37.0,0.9973,3.35,0.86,12.8,8
 270 | 6.9,0.54,0.04,3.0,0.077,7.0,27.0,0.9987,3.69,0.91,9.4,6
 271 | 11.5,0.18,0.51,4.0,0.10400000000000001,4.0,23.0,0.9996,3.28,0.97,10.1,6
 272 | 7.9,0.545,0.06,4.0,0.087,27.0,61.0,0.9965,3.36,0.67,10.7,6
 273 | 11.5,0.18,0.51,4.0,0.10400000000000001,4.0,23.0,0.9996,3.28,0.97,10.1,6
 274 | 10.9,0.37,0.58,4.0,0.071,17.0,65.0,0.99935,3.22,0.78,10.1,5
 275 | 8.4,0.715,0.2,2.4,0.076,10.0,38.0,0.99735,3.31,0.64,9.4,5
 276 | 7.5,0.65,0.18,7.0,0.08800000000000001,27.0,94.0,0.99915,3.38,0.77,9.4,5
 277 | 7.9,0.545,0.06,4.0,0.087,27.0,61.0,0.9965,3.36,0.67,10.7,6
 278 | 6.9,0.54,0.04,3.0,0.077,7.0,27.0,0.9987,3.69,0.91,9.4,6
 279 | 11.5,0.18,0.51,4.0,0.10400000000000001,4.0,23.0,0.9996,3.28,0.97,10.1,6
 280 | 10.3,0.32,0.45,6.4,0.073,5.0,13.0,0.9976,3.23,0.82,12.6,8
 281 | 8.9,0.4,0.32,5.6,0.087,10.0,47.0,0.9991,3.38,0.77,10.5,7
 282 | 11.4,0.26,0.44,3.6,0.071,6.0,19.0,0.9986,3.12,0.82,9.3,6
 283 | 7.7,0.27,0.68,3.5,0.358,5.0,10.0,0.9972,3.25,1.08,9.9,7
 284 | 7.6,0.52,0.12,3.0,0.067,12.0,53.0,0.9971,3.36,0.57,9.1,5
 285 | 8.9,0.4,0.32,5.6,0.087,10.0,47.0,0.9991,3.38,0.77,10.5,7
 286 | 9.9,0.59,0.07,3.4,0.102,32.0,71.0,1.00015,3.31,0.71,9.8,5
 287 | 9.9,0.59,0.07,3.4,0.102,32.0,71.0,1.00015,3.31,0.71,9.8,5
 288 | 12.0,0.45,0.55,2.0,0.073,25.0,49.0,0.9997,3.1,0.76,10.3,6
 289 | 7.5,0.4,0.12,3.0,0.092,29.0,53.0,0.9967,3.37,0.7,10.3,6
 290 | 8.7,0.52,0.09,2.5,0.091,20.0,49.0,0.9976,3.34,0.86,10.6,7
 291 | 11.6,0.42,0.53,3.3,0.105,33.0,98.0,1.001,3.2,0.95,9.2,5
 292 | 8.7,0.52,0.09,2.5,0.091,20.0,49.0,0.9976,3.34,0.86,10.6,7
 293 | 11.0,0.2,0.48,2.0,0.34299999999999997,6.0,18.0,0.9979,3.3,0.71,10.5,5
 294 | 10.4,0.55,0.23,2.7,0.091,18.0,48.0,0.9994,3.22,0.64,10.3,6
 295 | 6.9,0.36,0.25,2.4,0.098,5.0,16.0,0.9964,3.41,0.6,10.1,6
 296 | 13.3,0.34,0.52,3.2,0.094,17.0,53.0,1.0014,3.05,0.81,9.5,6
 297 | 10.8,0.5,0.46,2.5,0.073,5.0,27.0,1.0001,3.05,0.64,9.5,5
 298 | 10.6,0.83,0.37,2.6,0.086,26.0,70.0,0.9981,3.16,0.52,9.9,5
 299 | 7.1,0.63,0.06,2.0,0.083,8.0,29.0,0.99855,3.67,0.73,9.6,5
 300 | 7.2,0.65,0.02,2.3,0.094,5.0,31.0,0.9993,3.67,0.8,9.7,5
 301 | 6.9,0.67,0.06,2.1,0.08,8.0,33.0,0.99845,3.68,0.71,9.6,5
 302 | 7.5,0.53,0.06,2.6,0.086,20.0,44.0,0.9965,3.38,0.59,10.7,6
 303 | 11.1,0.18,0.48,1.5,0.068,7.0,15.0,0.9973,3.22,0.64,10.1,6
 304 | 8.3,0.705,0.12,2.6,0.092,12.0,28.0,0.9994,3.51,0.72,10.0,5
 305 | 7.4,0.67,0.12,1.6,0.18600000000000003,5.0,21.0,0.996,3.39,0.54,9.5,5
 306 | 8.4,0.65,0.6,2.1,0.11199999999999999,12.0,90.0,0.9973,3.2,0.52,9.2,5
 307 | 10.3,0.53,0.48,2.5,0.063,6.0,25.0,0.9998,3.12,0.59,9.3,6
 308 | 7.6,0.62,0.32,2.2,0.08199999999999999,7.0,54.0,0.9966,3.36,0.52,9.4,5
 309 | 10.3,0.41,0.42,2.4,0.213,6.0,14.0,0.9994,3.19,0.62,9.5,6
 310 | 10.3,0.43,0.44,2.4,0.214,5.0,12.0,0.9994,3.19,0.63,9.5,6
 311 | 7.4,0.29,0.38,1.7,0.062,9.0,30.0,0.9968,3.41,0.53,9.5,6
 312 | 10.3,0.53,0.48,2.5,0.063,6.0,25.0,0.9998,3.12,0.59,9.3,6
 313 | 7.9,0.53,0.24,2.0,0.07200000000000001,15.0,105.0,0.996,3.27,0.54,9.4,6
 314 | 9.0,0.46,0.31,2.8,0.09300000000000001,19.0,98.0,0.99815,3.32,0.63,9.5,6
 315 | 8.6,0.47,0.3,3.0,0.076,30.0,135.0,0.9976,3.3,0.53,9.4,5
 316 | 7.4,0.36,0.29,2.6,0.087,26.0,72.0,0.99645,3.39,0.68,11.0,5
 317 | 7.1,0.35,0.29,2.5,0.096,20.0,53.0,0.9962,3.42,0.65,11.0,6
 318 | 9.6,0.56,0.23,3.4,0.102,37.0,92.0,0.9996,3.3,0.65,10.1,5
 319 | 9.6,0.77,0.12,2.9,0.08199999999999999,30.0,74.0,0.99865,3.3,0.64,10.4,6
 320 | 9.8,0.66,0.39,3.2,0.083,21.0,59.0,0.9989,3.37,0.71,11.5,7
 321 | 9.6,0.77,0.12,2.9,0.08199999999999999,30.0,74.0,0.99865,3.3,0.64,10.4,6
 322 | 9.8,0.66,0.39,3.2,0.083,21.0,59.0,0.9989,3.37,0.71,11.5,7
 323 | 9.3,0.61,0.26,3.4,0.09,25.0,87.0,0.99975,3.24,0.62,9.7,5
 324 | 7.8,0.62,0.05,2.3,0.079,6.0,18.0,0.99735,3.29,0.63,9.3,5
 325 | 10.3,0.59,0.42,2.8,0.09,35.0,73.0,0.9990000000000001,3.28,0.7,9.5,6
 326 | 10.0,0.49,0.2,11.0,0.071,13.0,50.0,1.0015,3.16,0.69,9.2,6
 327 | 10.0,0.49,0.2,11.0,0.071,13.0,50.0,1.0015,3.16,0.69,9.2,6
 328 | 11.6,0.53,0.66,3.65,0.121,6.0,14.0,0.9978,3.05,0.74,11.5,7
 329 | 10.3,0.44,0.5,4.5,0.107,5.0,13.0,0.998,3.28,0.83,11.5,5
 330 | 13.4,0.27,0.62,2.6,0.08199999999999999,6.0,21.0,1.0002,3.16,0.67,9.7,6
 331 | 10.7,0.46,0.39,2.0,0.061,7.0,15.0,0.9981,3.18,0.62,9.5,5
 332 | 10.2,0.36,0.64,2.9,0.122,10.0,41.0,0.998,3.23,0.66,12.5,6
 333 | 10.2,0.36,0.64,2.9,0.122,10.0,41.0,0.998,3.23,0.66,12.5,6
 334 | 8.0,0.58,0.28,3.2,0.066,21.0,114.0,0.9973,3.22,0.54,9.4,6
 335 | 8.4,0.56,0.08,2.1,0.105,16.0,44.0,0.9958,3.13,0.52,11.0,5
 336 | 7.9,0.65,0.01,2.5,0.078,17.0,38.0,0.9963,3.34,0.74,11.7,7
 337 | 11.9,0.695,0.53,3.4,0.128,7.0,21.0,0.9992,3.17,0.84,12.2,7
 338 | 8.9,0.43,0.45,1.9,0.052000000000000005,6.0,16.0,0.9948,3.35,0.7,12.5,6
 339 | 7.8,0.43,0.32,2.8,0.08,29.0,58.0,0.9974,3.31,0.64,10.3,5
 340 | 12.4,0.49,0.58,3.0,0.10300000000000001,28.0,99.0,1.0008,3.16,1.0,11.5,6
 341 | 12.5,0.28,0.54,2.3,0.08199999999999999,12.0,29.0,0.9997,3.11,1.36,9.8,7
 342 | 12.2,0.34,0.5,2.4,0.066,10.0,21.0,1.0,3.12,1.18,9.2,6
 343 | 10.6,0.42,0.48,2.7,0.065,5.0,18.0,0.9972,3.21,0.87,11.3,6
 344 | 10.9,0.39,0.47,1.8,0.11800000000000001,6.0,14.0,0.9982,3.3,0.75,9.8,6
 345 | 10.9,0.39,0.47,1.8,0.11800000000000001,6.0,14.0,0.9982,3.3,0.75,9.8,6
 346 | 11.9,0.57,0.5,2.6,0.08199999999999999,6.0,32.0,1.0006,3.12,0.78,10.7,6
 347 | 7.0,0.685,0.0,1.9,0.067,40.0,63.0,0.9979,3.6,0.81,9.9,5
 348 | 6.6,0.815,0.02,2.7,0.07200000000000001,17.0,34.0,0.9955,3.58,0.89,12.3,7
 349 | 13.8,0.49,0.67,3.0,0.09300000000000001,6.0,15.0,0.9986,3.02,0.93,12.0,6
 350 | 9.6,0.56,0.31,2.8,0.08900000000000001,15.0,46.0,0.9979,3.11,0.92,10.0,6
 351 | 9.1,0.785,0.0,2.6,0.09300000000000001,11.0,28.0,0.9994,3.36,0.86,9.4,6
 352 | 10.7,0.67,0.22,2.7,0.107,17.0,34.0,1.0004,3.28,0.98,9.9,6
 353 | 9.1,0.795,0.0,2.6,0.096,11.0,26.0,0.9994,3.35,0.83,9.4,6
 354 | 7.7,0.665,0.0,2.4,0.09,8.0,19.0,0.9974,3.27,0.73,9.3,5
 355 | 13.5,0.53,0.79,4.8,0.12,23.0,77.0,1.0018,3.18,0.77,13.0,5
 356 | 6.1,0.21,0.4,1.4,0.066,40.5,165.0,0.9912,3.25,0.59,11.9,6
 357 | 6.7,0.75,0.01,2.4,0.078,17.0,32.0,0.9955,3.55,0.61,12.8,6
 358 | 11.5,0.41,0.52,3.0,0.08,29.0,55.0,1.0001,3.26,0.88,11.0,5
 359 | 10.5,0.42,0.66,2.95,0.11599999999999999,12.0,29.0,0.997,3.24,0.75,11.7,7
 360 | 11.9,0.43,0.66,3.1,0.109,10.0,23.0,1.0,3.15,0.85,10.4,7
 361 | 12.6,0.38,0.66,2.6,0.08800000000000001,10.0,41.0,1.001,3.17,0.68,9.8,6
 362 | 8.2,0.7,0.23,2.0,0.099,14.0,81.0,0.9973,3.19,0.7,9.4,5
 363 | 8.6,0.45,0.31,2.6,0.086,21.0,50.0,0.9982,3.37,0.91,9.9,6
 364 | 11.9,0.58,0.66,2.5,0.07200000000000001,6.0,37.0,0.9992,3.05,0.56,10.0,5
 365 | 12.5,0.46,0.63,2.0,0.071,6.0,15.0,0.9988,2.99,0.87,10.2,5
 366 | 12.8,0.615,0.66,5.8,0.083,7.0,42.0,1.0022,3.07,0.73,10.0,7
 367 | 10.0,0.42,0.5,3.4,0.107,7.0,21.0,0.9979,3.26,0.93,11.8,6
 368 | 12.8,0.615,0.66,5.8,0.083,7.0,42.0,1.0022,3.07,0.73,10.0,7
 369 | 10.4,0.575,0.61,2.6,0.076,11.0,24.0,1.0,3.16,0.69,9.0,5
 370 | 10.3,0.34,0.52,2.8,0.159,15.0,75.0,0.9998,3.18,0.64,9.4,5
 371 | 9.4,0.27,0.53,2.4,0.07400000000000001,6.0,18.0,0.9962,3.2,1.13,12.0,7
 372 | 6.9,0.765,0.02,2.3,0.063,35.0,63.0,0.9975,3.57,0.78,9.9,5
 373 | 7.9,0.24,0.4,1.6,0.055999999999999994,11.0,25.0,0.9967,3.32,0.87,8.7,6
 374 | 9.1,0.28,0.48,1.8,0.067,26.0,46.0,0.9967,3.32,1.04,10.6,6
 375 | 7.4,0.55,0.22,2.2,0.106,12.0,72.0,0.9959,3.05,0.63,9.2,5
 376 | 14.0,0.41,0.63,3.8,0.08900000000000001,6.0,47.0,1.0014,3.01,0.81,10.8,6
 377 | 11.5,0.54,0.71,4.4,0.124,6.0,15.0,0.9984,3.01,0.83,11.8,7
 378 | 11.5,0.45,0.5,3.0,0.078,19.0,47.0,1.0003,3.26,1.11,11.0,6
 379 | 9.4,0.27,0.53,2.4,0.07400000000000001,6.0,18.0,0.9962,3.2,1.13,12.0,7
 380 | 11.4,0.625,0.66,6.2,0.08800000000000001,6.0,24.0,0.9988,3.11,0.99,13.3,6
 381 | 8.3,0.42,0.38,2.5,0.094,24.0,60.0,0.9979,3.31,0.7,10.8,6
 382 | 8.3,0.26,0.42,2.0,0.08,11.0,27.0,0.9974,3.21,0.8,9.4,6
 383 | 13.7,0.415,0.68,2.9,0.085,17.0,43.0,1.0014,3.06,0.8,10.0,6
 384 | 8.3,0.26,0.42,2.0,0.08,11.0,27.0,0.9974,3.21,0.8,9.4,6
 385 | 8.3,0.26,0.42,2.0,0.08,11.0,27.0,0.9974,3.21,0.8,9.4,6
 386 | 7.7,0.51,0.28,2.1,0.087,23.0,54.0,0.998,3.42,0.74,9.2,5
 387 | 7.4,0.63,0.07,2.4,0.09,11.0,37.0,0.9979,3.43,0.76,9.7,6
 388 | 7.8,0.54,0.26,2.0,0.08800000000000001,23.0,48.0,0.9981,3.41,0.74,9.2,6
 389 | 8.3,0.66,0.15,1.9,0.079,17.0,42.0,0.9972,3.31,0.54,9.6,6
 390 | 7.8,0.46,0.26,1.9,0.08800000000000001,23.0,53.0,0.9981,3.43,0.74,9.2,6
 391 | 9.6,0.38,0.31,2.5,0.096,16.0,49.0,0.9982,3.19,0.7,10.0,7
 392 | 5.6,0.85,0.05,1.4,0.045,12.0,88.0,0.9924,3.56,0.82,12.9,8
 393 | 13.7,0.415,0.68,2.9,0.085,17.0,43.0,1.0014,3.06,0.8,10.0,6
 394 | 9.5,0.37,0.52,2.0,0.08199999999999999,6.0,26.0,0.998,3.18,0.51,9.5,5
 395 | 8.4,0.665,0.61,2.0,0.11199999999999999,13.0,95.0,0.997,3.16,0.54,9.1,5
 396 | 12.7,0.6,0.65,2.3,0.063,6.0,25.0,0.9997,3.03,0.57,9.9,5
 397 | 12.0,0.37,0.76,4.2,0.066,7.0,38.0,1.0004,3.22,0.6,13.0,7
 398 | 6.6,0.735,0.02,7.9,0.122,68.0,124.0,0.9994,3.47,0.53,9.9,5
 399 | 11.5,0.59,0.59,2.6,0.087,13.0,49.0,0.9988,3.18,0.65,11.0,6
 400 | 11.5,0.59,0.59,2.6,0.087,13.0,49.0,0.9988,3.18,0.65,11.0,6
 401 | 8.7,0.765,0.22,2.3,0.064,9.0,42.0,0.9963,3.1,0.55,9.4,5
 402 | 6.6,0.735,0.02,7.9,0.122,68.0,124.0,0.9994,3.47,0.53,9.9,5
 403 | 7.7,0.26,0.3,1.7,0.059000000000000004,20.0,38.0,0.9949,3.29,0.47,10.8,6
 404 | 12.2,0.48,0.54,2.6,0.085,19.0,64.0,1.0,3.1,0.61,10.5,6
 405 | 11.4,0.6,0.49,2.7,0.085,10.0,41.0,0.9994,3.15,0.63,10.5,6
 406 | 7.7,0.69,0.05,2.7,0.075,15.0,27.0,0.9974,3.26,0.61,9.1,5
 407 | 8.7,0.31,0.46,1.4,0.059000000000000004,11.0,25.0,0.9966,3.36,0.76,10.1,6
 408 | 9.8,0.44,0.47,2.5,0.063,9.0,28.0,0.9981,3.24,0.65,10.8,6
 409 | 12.0,0.39,0.66,3.0,0.09300000000000001,12.0,30.0,0.9996,3.18,0.63,10.8,7
 410 | 10.4,0.34,0.58,3.7,0.174,6.0,16.0,0.997,3.19,0.7,11.3,6
 411 | 12.5,0.46,0.49,4.5,0.07,26.0,49.0,0.9981,3.05,0.57,9.6,4
 412 | 9.0,0.43,0.34,2.5,0.08,26.0,86.0,0.9987,3.38,0.62,9.5,6
 413 | 9.1,0.45,0.35,2.4,0.08,23.0,78.0,0.9987,3.38,0.62,9.5,5
 414 | 7.1,0.735,0.16,1.9,0.1,15.0,77.0,0.9966,3.27,0.64,9.3,5
 415 | 9.9,0.4,0.53,6.7,0.09699999999999999,6.0,19.0,0.9986,3.27,0.82,11.7,7
 416 | 8.8,0.52,0.34,2.7,0.087,24.0,122.0,0.9982,3.26,0.61,9.5,5
 417 | 8.6,0.725,0.24,6.6,0.11699999999999999,31.0,134.0,1.0014,3.32,1.07,9.3,5
 418 | 10.6,0.48,0.64,2.2,0.111,6.0,20.0,0.997,3.26,0.66,11.7,6
 419 | 7.0,0.58,0.12,1.9,0.091,34.0,124.0,0.9956,3.44,0.48,10.5,5
 420 | 11.9,0.38,0.51,2.0,0.121,7.0,20.0,0.9996,3.24,0.76,10.4,6
 421 | 6.8,0.77,0.0,1.8,0.066,34.0,52.0,0.9976,3.62,0.68,9.9,5
 422 | 9.5,0.56,0.33,2.4,0.08900000000000001,35.0,67.0,0.9972,3.28,0.73,11.8,7
 423 | 6.6,0.84,0.03,2.3,0.059000000000000004,32.0,48.0,0.9952,3.52,0.56,12.3,7
 424 | 7.7,0.96,0.2,2.0,0.047,15.0,60.0,0.9955,3.36,0.44,10.9,5
 425 | 10.5,0.24,0.47,2.1,0.066,6.0,24.0,0.9978,3.15,0.9,11.0,7
 426 | 7.7,0.96,0.2,2.0,0.047,15.0,60.0,0.9955,3.36,0.44,10.9,5
 427 | 6.6,0.84,0.03,2.3,0.059000000000000004,32.0,48.0,0.9952,3.52,0.56,12.3,7
 428 | 6.4,0.67,0.08,2.1,0.045,19.0,48.0,0.9949,3.49,0.49,11.4,6
 429 | 9.5,0.78,0.22,1.9,0.077,6.0,32.0,0.9988,3.26,0.56,10.6,6
 430 | 9.1,0.52,0.33,1.3,0.07,9.0,30.0,0.9978,3.24,0.6,9.3,5
 431 | 12.8,0.84,0.63,2.4,0.08800000000000001,13.0,35.0,0.9997,3.1,0.6,10.4,6
 432 | 10.5,0.24,0.47,2.1,0.066,6.0,24.0,0.9978,3.15,0.9,11.0,7
 433 | 7.8,0.55,0.35,2.2,0.07400000000000001,21.0,66.0,0.9974,3.25,0.56,9.2,5
 434 | 11.9,0.37,0.69,2.3,0.078,12.0,24.0,0.9958,3.0,0.65,12.8,6
 435 | 12.3,0.39,0.63,2.3,0.091,6.0,18.0,1.0004,3.16,0.49,9.5,5
 436 | 10.4,0.41,0.55,3.2,0.076,22.0,54.0,0.9996,3.15,0.89,9.9,6
 437 | 12.3,0.39,0.63,2.3,0.091,6.0,18.0,1.0004,3.16,0.49,9.5,5
 438 | 8.0,0.67,0.3,2.0,0.06,38.0,62.0,0.9958,3.26,0.56,10.2,6
 439 | 11.1,0.45,0.73,3.2,0.066,6.0,22.0,0.9986,3.17,0.66,11.2,6
 440 | 10.4,0.41,0.55,3.2,0.076,22.0,54.0,0.9996,3.15,0.89,9.9,6
 441 | 7.0,0.62,0.18,1.5,0.062,7.0,50.0,0.9951,3.08,0.6,9.3,5
 442 | 12.6,0.31,0.72,2.2,0.07200000000000001,6.0,29.0,0.9987,2.88,0.82,9.8,8
 443 | 11.9,0.4,0.65,2.15,0.068,7.0,27.0,0.9988,3.06,0.68,11.3,6
 444 | 15.6,0.685,0.76,3.7,0.1,6.0,43.0,1.0032,2.95,0.68,11.2,7
 445 | 10.0,0.44,0.49,2.7,0.077,11.0,19.0,0.9963,3.23,0.63,11.6,7
 446 | 5.3,0.57,0.01,1.7,0.054000000000000006,5.0,27.0,0.9934,3.57,0.84,12.5,7
 447 | 9.5,0.735,0.1,2.1,0.079,6.0,31.0,0.9986,3.23,0.56,10.1,6
 448 | 12.5,0.38,0.6,2.6,0.081,31.0,72.0,0.9996,3.1,0.73,10.5,5
 449 | 9.3,0.48,0.29,2.1,0.127,6.0,16.0,0.9968,3.22,0.72,11.2,5
 450 | 8.6,0.53,0.22,2.0,0.1,7.0,27.0,0.9967,3.2,0.56,10.2,6
 451 | 11.9,0.39,0.69,2.8,0.095,17.0,35.0,0.9994,3.1,0.61,10.8,6
 452 | 11.9,0.39,0.69,2.8,0.095,17.0,35.0,0.9994,3.1,0.61,10.8,6
 453 | 8.4,0.37,0.53,1.8,0.413,9.0,26.0,0.9979,3.06,1.06,9.1,6
 454 | 6.8,0.56,0.03,1.7,0.084,18.0,35.0,0.9968,3.44,0.63,10.0,6
 455 | 10.4,0.33,0.63,2.8,0.084,5.0,22.0,0.9998,3.26,0.74,11.2,7
 456 | 7.0,0.23,0.4,1.6,0.063,21.0,67.0,0.9952,3.5,0.63,11.1,5
 457 | 11.3,0.62,0.67,5.2,0.086,6.0,19.0,0.9988,3.22,0.69,13.4,8
 458 | 8.9,0.59,0.39,2.3,0.095,5.0,22.0,0.9986,3.37,0.58,10.3,5
 459 | 9.2,0.63,0.21,2.7,0.09699999999999999,29.0,65.0,0.9988,3.28,0.58,9.6,5
 460 | 10.4,0.33,0.63,2.8,0.084,5.0,22.0,0.9998,3.26,0.74,11.2,7
 461 | 11.6,0.58,0.66,2.2,0.07400000000000001,10.0,47.0,1.0008,3.25,0.57,9.0,3
 462 | 9.2,0.43,0.52,2.3,0.083,14.0,23.0,0.9976,3.35,0.61,11.3,6
 463 | 8.3,0.615,0.22,2.6,0.087,6.0,19.0,0.9982,3.26,0.61,9.3,5
 464 | 11.0,0.26,0.68,2.55,0.085,10.0,25.0,0.997,3.18,0.61,11.8,5
 465 | 8.1,0.66,0.7,2.2,0.098,25.0,129.0,0.9972,3.08,0.53,9.0,5
 466 | 11.5,0.315,0.54,2.1,0.084,5.0,15.0,0.9987,2.98,0.7,9.2,6
 467 | 10.0,0.29,0.4,2.9,0.098,10.0,26.0,1.0006,3.48,0.91,9.7,5
 468 | 10.3,0.5,0.42,2.0,0.069,21.0,51.0,0.9982,3.16,0.72,11.5,6
 469 | 8.8,0.46,0.45,2.6,0.065,7.0,18.0,0.9947,3.32,0.79,14.0,6
 470 | 11.4,0.36,0.69,2.1,0.09,6.0,21.0,1.0,3.17,0.62,9.2,6
 471 | 8.7,0.82,0.02,1.2,0.07,36.0,48.0,0.9952,3.2,0.58,9.8,5
 472 | 13.0,0.32,0.65,2.6,0.09300000000000001,15.0,47.0,0.9996,3.05,0.61,10.6,5
 473 | 9.6,0.54,0.42,2.4,0.081,25.0,52.0,0.997,3.2,0.71,11.4,6
 474 | 12.5,0.37,0.55,2.6,0.083,25.0,68.0,0.9995,3.15,0.82,10.4,6
 475 | 9.9,0.35,0.55,2.1,0.062,5.0,14.0,0.9971,3.26,0.79,10.6,5
 476 | 10.5,0.28,0.51,1.7,0.08,10.0,24.0,0.9982,3.2,0.89,9.4,6
 477 | 9.6,0.68,0.24,2.2,0.087,5.0,28.0,0.9988,3.14,0.6,10.2,5
 478 | 9.3,0.27,0.41,2.0,0.091,6.0,16.0,0.998,3.28,0.7,9.7,5
 479 | 10.4,0.24,0.49,1.8,0.075,6.0,20.0,0.9977,3.18,1.06,11.0,6
 480 | 9.6,0.68,0.24,2.2,0.087,5.0,28.0,0.9988,3.14,0.6,10.2,5
 481 | 9.4,0.685,0.11,2.7,0.077,6.0,31.0,0.9984,3.19,0.7,10.1,6
 482 | 10.6,0.28,0.39,15.5,0.069,6.0,23.0,1.0026,3.12,0.66,9.2,5
 483 | 9.4,0.3,0.56,2.8,0.08,6.0,17.0,0.9964,3.15,0.92,11.7,8
 484 | 10.6,0.36,0.59,2.2,0.152,6.0,18.0,0.9986,3.04,1.05,9.4,5
 485 | 10.6,0.36,0.6,2.2,0.152,7.0,18.0,0.9986,3.04,1.06,9.4,5
 486 | 10.6,0.44,0.68,4.1,0.114,6.0,24.0,0.997,3.06,0.66,13.4,6
 487 | 10.2,0.67,0.39,1.9,0.054000000000000006,6.0,17.0,0.9976,3.17,0.47,10.0,5
 488 | 10.2,0.67,0.39,1.9,0.054000000000000006,6.0,17.0,0.9976,3.17,0.47,10.0,5
 489 | 10.2,0.645,0.36,1.8,0.053,5.0,14.0,0.9982,3.17,0.42,10.0,6
 490 | 11.6,0.32,0.55,2.8,0.081,35.0,67.0,1.0002,3.32,0.92,10.8,7
 491 | 9.3,0.39,0.4,2.6,0.073,10.0,26.0,0.9984,3.34,0.75,10.2,6
 492 | 9.3,0.775,0.27,2.8,0.078,24.0,56.0,0.9984,3.31,0.67,10.6,6
 493 | 9.2,0.41,0.5,2.5,0.055,12.0,25.0,0.9952,3.34,0.79,13.3,7
 494 | 8.9,0.4,0.51,2.6,0.052000000000000005,13.0,27.0,0.995,3.32,0.9,13.4,7
 495 | 8.7,0.69,0.31,3.0,0.086,23.0,81.0,1.0002,3.48,0.74,11.6,6
 496 | 6.5,0.39,0.23,8.3,0.051,28.0,91.0,0.9952,3.44,0.55,12.1,6
 497 | 10.7,0.35,0.53,2.6,0.07,5.0,16.0,0.9972,3.15,0.65,11.0,8
 498 | 7.8,0.52,0.25,1.9,0.081,14.0,38.0,0.9984,3.43,0.65,9.0,6
 499 | 7.2,0.34,0.32,2.5,0.09,43.0,113.0,0.9966,3.32,0.79,11.1,5
 500 | 10.7,0.35,0.53,2.6,0.07,5.0,16.0,0.9972,3.15,0.65,11.0,8
 501 | 8.7,0.69,0.31,3.0,0.086,23.0,81.0,1.0002,3.48,0.74,11.6,6
 502 | 7.8,0.52,0.25,1.9,0.081,14.0,38.0,0.9984,3.43,0.65,9.0,6
 503 | 10.4,0.44,0.73,6.55,0.07400000000000001,38.0,76.0,0.9990000000000001,3.17,0.85,12.0,7
 504 | 10.4,0.44,0.73,6.55,0.07400000000000001,38.0,76.0,0.9990000000000001,3.17,0.85,12.0,7
 505 | 10.5,0.26,0.47,1.9,0.078,6.0,24.0,0.9976,3.18,1.04,10.9,7
 506 | 10.5,0.24,0.42,1.8,0.077,6.0,22.0,0.9976,3.21,1.05,10.8,7
 507 | 10.2,0.49,0.63,2.9,0.07200000000000001,10.0,26.0,0.9968,3.16,0.78,12.5,7
 508 | 10.4,0.24,0.46,1.8,0.075,6.0,21.0,0.9976,3.25,1.02,10.8,7
 509 | 11.2,0.67,0.55,2.3,0.084,6.0,13.0,1.0,3.17,0.71,9.5,6
 510 | 10.0,0.59,0.31,2.2,0.09,26.0,62.0,0.9994,3.18,0.63,10.2,6
 511 | 13.3,0.29,0.75,2.8,0.084,23.0,43.0,0.9986,3.04,0.68,11.4,7
 512 | 12.4,0.42,0.49,4.6,0.073,19.0,43.0,0.9978,3.02,0.61,9.5,5
 513 | 10.0,0.59,0.31,2.2,0.09,26.0,62.0,0.9994,3.18,0.63,10.2,6
 514 | 10.7,0.4,0.48,2.1,0.125,15.0,49.0,0.998,3.03,0.81,9.7,6
 515 | 10.5,0.51,0.64,2.4,0.107,6.0,15.0,0.9973,3.09,0.66,11.8,7
 516 | 10.5,0.51,0.64,2.4,0.107,6.0,15.0,0.9973,3.09,0.66,11.8,7
 517 | 8.5,0.655,0.49,6.1,0.122,34.0,151.0,1.001,3.31,1.14,9.3,5
 518 | 12.5,0.6,0.49,4.3,0.1,5.0,14.0,1.001,3.25,0.74,11.9,6
 519 | 10.4,0.61,0.49,2.1,0.2,5.0,16.0,0.9994,3.16,0.63,8.4,3
 520 | 10.9,0.21,0.49,2.8,0.08800000000000001,11.0,32.0,0.9972,3.22,0.68,11.7,6
 521 | 7.3,0.365,0.49,2.5,0.08800000000000001,39.0,106.0,0.9966,3.36,0.78,11.0,5
 522 | 9.8,0.25,0.49,2.7,0.08800000000000001,15.0,33.0,0.9982,3.42,0.9,10.0,6
 523 | 7.6,0.41,0.49,2.0,0.08800000000000001,16.0,43.0,0.998,3.48,0.64,9.1,5
 524 | 8.2,0.39,0.49,2.3,0.099,47.0,133.0,0.9979,3.38,0.99,9.8,5
 525 | 9.3,0.4,0.49,2.5,0.085,38.0,142.0,0.9978,3.22,0.55,9.4,5
 526 | 9.2,0.43,0.49,2.4,0.086,23.0,116.0,0.9976,3.23,0.64,9.5,5
 527 | 10.4,0.64,0.24,2.8,0.105,29.0,53.0,0.9998,3.24,0.67,9.9,5
 528 | 7.3,0.365,0.49,2.5,0.08800000000000001,39.0,106.0,0.9966,3.36,0.78,11.0,5
 529 | 7.0,0.38,0.49,2.5,0.09699999999999999,33.0,85.0,0.9962,3.39,0.77,11.4,6
 530 | 8.2,0.42,0.49,2.6,0.084,32.0,55.0,0.9988,3.34,0.75,8.7,6
 531 | 9.9,0.63,0.24,2.4,0.077,6.0,33.0,0.9974,3.09,0.57,9.4,5
 532 | 9.1,0.22,0.24,2.1,0.078,1.0,28.0,0.9990000000000001,3.41,0.87,10.3,6
 533 | 11.9,0.38,0.49,2.7,0.098,12.0,42.0,1.0004,3.16,0.61,10.3,5
 534 | 11.9,0.38,0.49,2.7,0.098,12.0,42.0,1.0004,3.16,0.61,10.3,5
 535 | 10.3,0.27,0.24,2.1,0.07200000000000001,15.0,33.0,0.9956,3.22,0.66,12.8,6
 536 | 10.0,0.48,0.24,2.7,0.102,13.0,32.0,1.0,3.28,0.56,10.0,6
 537 | 9.1,0.22,0.24,2.1,0.078,1.0,28.0,0.9990000000000001,3.41,0.87,10.3,6
 538 | 9.9,0.63,0.24,2.4,0.077,6.0,33.0,0.9974,3.09,0.57,9.4,5
 539 | 8.1,0.825,0.24,2.1,0.084,5.0,13.0,0.9972,3.37,0.77,10.7,6
 540 | 12.9,0.35,0.49,5.8,0.066,5.0,35.0,1.0014,3.2,0.66,12.0,7
 541 | 11.2,0.5,0.74,5.15,0.1,5.0,17.0,0.9996,3.22,0.62,11.2,5
 542 | 9.2,0.59,0.24,3.3,0.10099999999999999,20.0,47.0,0.9988,3.26,0.67,9.6,5
 543 | 9.5,0.46,0.49,6.3,0.064,5.0,17.0,0.9988,3.21,0.73,11.0,6
 544 | 9.3,0.715,0.24,2.1,0.07,5.0,20.0,0.9966,3.12,0.59,9.9,5
 545 | 11.2,0.66,0.24,2.5,0.085,16.0,53.0,0.9993,3.06,0.72,11.0,6
 546 | 14.3,0.31,0.74,1.8,0.075,6.0,15.0,1.0008,2.86,0.79,8.4,6
 547 | 9.1,0.47,0.49,2.6,0.094,38.0,106.0,0.9982,3.08,0.59,9.1,5
 548 | 7.5,0.55,0.24,2.0,0.078,10.0,28.0,0.9983,3.45,0.78,9.5,6
 549 | 10.6,0.31,0.49,2.5,0.067,6.0,21.0,0.9987,3.26,0.86,10.7,6
 550 | 12.4,0.35,0.49,2.6,0.079,27.0,69.0,0.9994,3.12,0.75,10.4,6
 551 | 9.0,0.53,0.49,1.9,0.171,6.0,25.0,0.9975,3.27,0.61,9.4,6
 552 | 6.8,0.51,0.01,2.1,0.07400000000000001,9.0,25.0,0.9958,3.33,0.56,9.5,6
 553 | 9.4,0.43,0.24,2.8,0.092,14.0,45.0,0.998,3.19,0.73,10.0,6
 554 | 9.5,0.46,0.24,2.7,0.092,14.0,44.0,0.998,3.12,0.74,10.0,6
 555 | 5.0,1.04,0.24,1.6,0.05,32.0,96.0,0.9934,3.74,0.62,11.5,5
 556 | 15.5,0.645,0.49,4.2,0.095,10.0,23.0,1.00315,2.92,0.74,11.1,5
 557 | 15.5,0.645,0.49,4.2,0.095,10.0,23.0,1.00315,2.92,0.74,11.1,5
 558 | 10.9,0.53,0.49,4.6,0.11800000000000001,10.0,17.0,1.0002,3.07,0.56,11.7,6
 559 | 15.6,0.645,0.49,4.2,0.095,10.0,23.0,1.00315,2.92,0.74,11.1,5
 560 | 10.9,0.53,0.49,4.6,0.11800000000000001,10.0,17.0,1.0002,3.07,0.56,11.7,6
 561 | 13.0,0.47,0.49,4.3,0.085,6.0,47.0,1.0021,3.3,0.68,12.7,6
 562 | 12.7,0.6,0.49,2.8,0.075,5.0,19.0,0.9994,3.14,0.57,11.4,5
 563 | 9.0,0.44,0.49,2.4,0.078,26.0,121.0,0.9978,3.23,0.58,9.2,5
 564 | 9.0,0.54,0.49,2.9,0.094,41.0,110.0,0.9982,3.08,0.61,9.2,5
 565 | 7.6,0.29,0.49,2.7,0.092,25.0,60.0,0.9971,3.31,0.61,10.1,6
 566 | 13.0,0.47,0.49,4.3,0.085,6.0,47.0,1.0021,3.3,0.68,12.7,6
 567 | 12.7,0.6,0.49,2.8,0.075,5.0,19.0,0.9994,3.14,0.57,11.4,5
 568 | 8.7,0.7,0.24,2.5,0.226,5.0,15.0,0.9991,3.32,0.6,9.0,6
 569 | 8.7,0.7,0.24,2.5,0.226,5.0,15.0,0.9991,3.32,0.6,9.0,6
 570 | 9.8,0.5,0.49,2.6,0.25,5.0,20.0,0.9990000000000001,3.31,0.79,10.7,6
 571 | 6.2,0.36,0.24,2.2,0.095,19.0,42.0,0.9946,3.57,0.57,11.7,6
 572 | 11.5,0.35,0.49,3.3,0.07,10.0,37.0,1.0003,3.32,0.91,11.0,6
 573 | 6.2,0.36,0.24,2.2,0.095,19.0,42.0,0.9946,3.57,0.57,11.7,6
 574 | 10.2,0.24,0.49,2.4,0.075,10.0,28.0,0.9978,3.14,0.61,10.4,5
 575 | 10.5,0.59,0.49,2.1,0.07,14.0,47.0,0.9991,3.3,0.56,9.6,4
 576 | 10.6,0.34,0.49,3.2,0.078,20.0,78.0,0.9992,3.19,0.7,10.0,6
 577 | 12.3,0.27,0.49,3.1,0.079,28.0,46.0,0.9993,3.2,0.8,10.2,6
 578 | 9.9,0.5,0.24,2.3,0.10300000000000001,6.0,14.0,0.9978,3.34,0.52,10.0,4
 579 | 8.8,0.44,0.49,2.8,0.083,18.0,111.0,0.9982,3.3,0.6,9.5,5
 580 | 8.8,0.47,0.49,2.9,0.085,17.0,110.0,0.9982,3.29,0.6,9.8,5
 581 | 10.6,0.31,0.49,2.2,0.063,18.0,40.0,0.9976,3.14,0.51,9.8,6
 582 | 12.3,0.5,0.49,2.2,0.08900000000000001,5.0,14.0,1.0002,3.19,0.44,9.6,5
 583 | 12.3,0.5,0.49,2.2,0.08900000000000001,5.0,14.0,1.0002,3.19,0.44,9.6,5
 584 | 11.7,0.49,0.49,2.2,0.083,5.0,15.0,1.0,3.19,0.43,9.2,5
 585 | 12.0,0.28,0.49,1.9,0.07400000000000001,10.0,21.0,0.9976,2.98,0.66,9.9,7
 586 | 11.8,0.33,0.49,3.4,0.09300000000000001,54.0,80.0,1.0002,3.3,0.76,10.7,7
 587 | 7.6,0.51,0.24,2.4,0.091,8.0,38.0,0.998,3.47,0.66,9.6,6
 588 | 11.1,0.31,0.49,2.7,0.094,16.0,47.0,0.9986,3.12,1.02,10.6,7
 589 | 7.3,0.73,0.24,1.9,0.10800000000000001,18.0,102.0,0.9967,3.26,0.59,9.3,5
 590 | 5.0,0.42,0.24,2.0,0.06,19.0,50.0,0.9917,3.72,0.74,14.0,8
 591 | 10.2,0.29,0.49,2.6,0.059000000000000004,5.0,13.0,0.9976,3.05,0.74,10.5,7
 592 | 9.0,0.45,0.49,2.6,0.084,21.0,75.0,0.9987,3.35,0.57,9.7,5
 593 | 6.6,0.39,0.49,1.7,0.07,23.0,149.0,0.9922,3.12,0.5,11.5,6
 594 | 9.0,0.45,0.49,2.6,0.084,21.0,75.0,0.9987,3.35,0.57,9.7,5
 595 | 9.9,0.49,0.58,3.5,0.094,9.0,43.0,1.0004,3.29,0.58,9.0,5
 596 | 7.9,0.72,0.17,2.6,0.096,20.0,38.0,0.9978,3.4,0.53,9.5,5
 597 | 8.9,0.595,0.41,7.9,0.086,30.0,109.0,0.9998,3.27,0.57,9.3,5
 598 | 12.4,0.4,0.51,2.0,0.059000000000000004,6.0,24.0,0.9994,3.04,0.6,9.3,6
 599 | 11.9,0.58,0.58,1.9,0.071,5.0,18.0,0.998,3.09,0.63,10.0,6
 600 | 8.5,0.585,0.18,2.1,0.078,5.0,30.0,0.9967,3.2,0.48,9.8,6
 601 | 12.7,0.59,0.45,2.3,0.08199999999999999,11.0,22.0,1.0,3.0,0.7,9.3,6
 602 | 8.2,0.915,0.27,2.1,0.08800000000000001,7.0,23.0,0.9962,3.26,0.47,10.0,4
 603 | 13.2,0.46,0.52,2.2,0.071,12.0,35.0,1.0006,3.1,0.56,9.0,6
 604 | 7.7,0.835,0.0,2.6,0.081,6.0,14.0,0.9975,3.3,0.52,9.3,5
 605 | 13.2,0.46,0.52,2.2,0.071,12.0,35.0,1.0006,3.1,0.56,9.0,6
 606 | 8.3,0.58,0.13,2.9,0.096,14.0,63.0,0.9984,3.17,0.62,9.1,6
 607 | 8.3,0.6,0.13,2.6,0.085,6.0,24.0,0.9984,3.31,0.59,9.2,6
 608 | 9.4,0.41,0.48,4.6,0.07200000000000001,10.0,20.0,0.9973,3.34,0.79,12.2,7
 609 | 8.8,0.48,0.41,3.3,0.092,26.0,52.0,0.9982,3.31,0.53,10.5,6
 610 | 10.1,0.65,0.37,5.1,0.11,11.0,65.0,1.0026,3.32,0.64,10.4,6
 611 | 6.3,0.36,0.19,3.2,0.075,15.0,39.0,0.9956,3.56,0.52,12.7,6
 612 | 8.8,0.24,0.54,2.5,0.083,25.0,57.0,0.9983,3.39,0.54,9.2,5
 613 | 13.2,0.38,0.55,2.7,0.081,5.0,16.0,1.0006,2.98,0.54,9.4,5
 614 | 7.5,0.64,0.0,2.4,0.077,18.0,29.0,0.9965,3.32,0.6,10.0,6
 615 | 8.2,0.39,0.38,1.5,0.057999999999999996,10.0,29.0,0.9962,3.26,0.74,9.8,5
 616 | 9.2,0.755,0.18,2.2,0.14800000000000002,10.0,103.0,0.9969,2.87,1.36,10.2,6
 617 | 9.6,0.6,0.5,2.3,0.079,28.0,71.0,0.9997,3.5,0.57,9.7,5
 618 | 9.6,0.6,0.5,2.3,0.079,28.0,71.0,0.9997,3.5,0.57,9.7,5
 619 | 11.5,0.31,0.51,2.2,0.079,14.0,28.0,0.9982,3.03,0.93,9.8,6
 620 | 11.4,0.46,0.5,2.7,0.122,4.0,17.0,1.0006,3.13,0.7,10.2,5
 621 | 11.3,0.37,0.41,2.3,0.08800000000000001,6.0,16.0,0.9988,3.09,0.8,9.3,5
 622 | 8.3,0.54,0.24,3.4,0.076,16.0,112.0,0.9976,3.27,0.61,9.4,5
 623 | 8.2,0.56,0.23,3.4,0.078,14.0,104.0,0.9976,3.28,0.62,9.4,5
 624 | 10.0,0.58,0.22,1.9,0.08,9.0,32.0,0.9974,3.13,0.55,9.5,5
 625 | 7.9,0.51,0.25,2.9,0.077,21.0,45.0,0.9974,3.49,0.96,12.1,6
 626 | 6.8,0.69,0.0,5.6,0.124,21.0,58.0,0.9997,3.46,0.72,10.2,5
 627 | 6.8,0.69,0.0,5.6,0.124,21.0,58.0,0.9997,3.46,0.72,10.2,5
 628 | 8.8,0.6,0.29,2.2,0.098,5.0,15.0,0.9988,3.36,0.49,9.1,5
 629 | 8.8,0.6,0.29,2.2,0.098,5.0,15.0,0.9988,3.36,0.49,9.1,5
 630 | 8.7,0.54,0.26,2.5,0.09699999999999999,7.0,31.0,0.9976,3.27,0.6,9.3,6
 631 | 7.6,0.685,0.23,2.3,0.111,20.0,84.0,0.9964,3.21,0.61,9.3,5
 632 | 8.7,0.54,0.26,2.5,0.09699999999999999,7.0,31.0,0.9976,3.27,0.6,9.3,6
 633 | 10.4,0.28,0.54,2.7,0.105,5.0,19.0,0.9988,3.25,0.63,9.5,5
 634 | 7.6,0.41,0.14,3.0,0.087,21.0,43.0,0.9964,3.32,0.57,10.5,6
 635 | 10.1,0.935,0.22,3.4,0.105,11.0,86.0,1.001,3.43,0.64,11.3,4
 636 | 7.9,0.35,0.21,1.9,0.073,46.0,102.0,0.9964,3.27,0.58,9.5,5
 637 | 8.7,0.84,0.0,1.4,0.065,24.0,33.0,0.9954,3.27,0.55,9.7,5
 638 | 9.6,0.88,0.28,2.4,0.086,30.0,147.0,0.9979,3.24,0.53,9.4,5
 639 | 9.5,0.885,0.27,2.3,0.084,31.0,145.0,0.9978,3.24,0.53,9.4,5
 640 | 7.7,0.915,0.12,2.2,0.14300000000000002,7.0,23.0,0.9964,3.35,0.65,10.2,7
 641 | 8.9,0.29,0.35,1.9,0.067,25.0,57.0,0.997,3.18,1.36,10.3,6
 642 | 9.9,0.54,0.45,2.3,0.071,16.0,40.0,0.9991,3.39,0.62,9.4,5
 643 | 9.5,0.59,0.44,2.3,0.071,21.0,68.0,0.9992,3.46,0.63,9.5,5
 644 | 9.9,0.54,0.45,2.3,0.071,16.0,40.0,0.9991,3.39,0.62,9.4,5
 645 | 9.5,0.59,0.44,2.3,0.071,21.0,68.0,0.9992,3.46,0.63,9.5,5
 646 | 9.9,0.54,0.45,2.3,0.071,16.0,40.0,0.9991,3.39,0.62,9.4,5
 647 | 7.8,0.64,0.1,6.0,0.115,5.0,11.0,0.9984,3.37,0.69,10.1,7
 648 | 7.3,0.67,0.05,3.6,0.107,6.0,20.0,0.9972,3.4,0.63,10.1,5
 649 | 8.3,0.845,0.01,2.2,0.07,5.0,14.0,0.9967,3.32,0.58,11.0,4
 650 | 8.7,0.48,0.3,2.8,0.066,10.0,28.0,0.9964,3.33,0.67,11.2,7
 651 | 6.7,0.42,0.27,8.6,0.068,24.0,148.0,0.9948,3.16,0.57,11.3,6
 652 | 10.7,0.43,0.39,2.2,0.106,8.0,32.0,0.9986,2.89,0.5,9.6,5
 653 | 9.8,0.88,0.25,2.5,0.10400000000000001,35.0,155.0,1.001,3.41,0.67,11.2,5
 654 | 15.9,0.36,0.65,7.5,0.096,22.0,71.0,0.9976,2.98,0.84,14.9,5
 655 | 9.4,0.33,0.59,2.8,0.079,9.0,30.0,0.9976,3.12,0.54,12.0,6
 656 | 8.6,0.47,0.47,2.4,0.07400000000000001,7.0,29.0,0.9979,3.08,0.46,9.5,5
 657 | 9.7,0.55,0.17,2.9,0.087,20.0,53.0,1.0004,3.14,0.61,9.4,5
 658 | 10.7,0.43,0.39,2.2,0.106,8.0,32.0,0.9986,2.89,0.5,9.6,5
 659 | 12.0,0.5,0.59,1.4,0.073,23.0,42.0,0.998,2.92,0.68,10.5,7
 660 | 7.2,0.52,0.07,1.4,0.07400000000000001,5.0,20.0,0.9973,3.32,0.81,9.6,6
 661 | 7.1,0.84,0.02,4.4,0.096,5.0,13.0,0.997,3.41,0.57,11.0,4
 662 | 7.2,0.52,0.07,1.4,0.07400000000000001,5.0,20.0,0.9973,3.32,0.81,9.6,6
 663 | 7.5,0.42,0.31,1.6,0.08,15.0,42.0,0.9978,3.31,0.64,9.0,5
 664 | 7.2,0.57,0.06,1.6,0.076,9.0,27.0,0.9972,3.36,0.7,9.6,6
 665 | 10.1,0.28,0.46,1.8,0.05,5.0,13.0,0.9974,3.04,0.79,10.2,6
 666 | 12.1,0.4,0.52,2.0,0.092,15.0,54.0,1.0,3.03,0.66,10.2,5
 667 | 9.4,0.59,0.14,2.0,0.084,25.0,48.0,0.9981,3.14,0.56,9.7,5
 668 | 8.3,0.49,0.36,1.8,0.222,6.0,16.0,0.998,3.18,0.6,9.5,6
 669 | 11.3,0.34,0.45,2.0,0.08199999999999999,6.0,15.0,0.9988,2.94,0.66,9.2,6
 670 | 10.0,0.73,0.43,2.3,0.059000000000000004,15.0,31.0,0.9966,3.15,0.57,11.0,5
 671 | 11.3,0.34,0.45,2.0,0.08199999999999999,6.0,15.0,0.9988,2.94,0.66,9.2,6
 672 | 6.9,0.4,0.24,2.5,0.083,30.0,45.0,0.9959,3.26,0.58,10.0,5
 673 | 8.2,0.73,0.21,1.7,0.07400000000000001,5.0,13.0,0.9968,3.2,0.52,9.5,5
 674 | 9.8,1.24,0.34,2.0,0.079,32.0,151.0,0.998,3.15,0.53,9.5,5
 675 | 8.2,0.73,0.21,1.7,0.07400000000000001,5.0,13.0,0.9968,3.2,0.52,9.5,5
 676 | 10.8,0.4,0.41,2.2,0.084,7.0,17.0,0.9984,3.08,0.67,9.3,6
 677 | 9.3,0.41,0.39,2.2,0.064,12.0,31.0,0.9984,3.26,0.65,10.2,5
 678 | 10.8,0.4,0.41,2.2,0.084,7.0,17.0,0.9984,3.08,0.67,9.3,6
 679 | 8.6,0.8,0.11,2.3,0.084,12.0,31.0,0.9979,3.4,0.48,9.9,5
 680 | 8.3,0.78,0.1,2.6,0.081,45.0,87.0,0.9983,3.48,0.53,10.0,5
 681 | 10.8,0.26,0.45,3.3,0.06,20.0,49.0,0.9972,3.13,0.54,9.6,5
 682 | 13.3,0.43,0.58,1.9,0.07,15.0,40.0,1.0004,3.06,0.49,9.0,5
 683 | 8.0,0.45,0.23,2.2,0.094,16.0,29.0,0.9962,3.21,0.49,10.2,6
 684 | 8.5,0.46,0.31,2.25,0.078,32.0,58.0,0.998,3.33,0.54,9.8,5
 685 | 8.1,0.78,0.23,2.6,0.059000000000000004,5.0,15.0,0.997,3.37,0.56,11.3,5
 686 | 9.8,0.98,0.32,2.3,0.078,35.0,152.0,0.998,3.25,0.48,9.4,5
 687 | 8.1,0.78,0.23,2.6,0.059000000000000004,5.0,15.0,0.997,3.37,0.56,11.3,5
 688 | 7.1,0.65,0.18,1.8,0.07,13.0,40.0,0.997,3.44,0.6,9.1,5
 689 | 9.1,0.64,0.23,3.1,0.095,13.0,38.0,0.9998,3.28,0.59,9.7,5
 690 | 7.7,0.66,0.04,1.6,0.039,4.0,9.0,0.9962,3.4,0.47,9.4,5
 691 | 8.1,0.38,0.48,1.8,0.157,5.0,17.0,0.9976,3.3,1.05,9.4,5
 692 | 7.4,1.185,0.0,4.25,0.09699999999999999,5.0,14.0,0.9966,3.63,0.54,10.7,3
 693 | 9.2,0.92,0.24,2.6,0.087,12.0,93.0,0.9998,3.48,0.54,9.8,5
 694 | 8.6,0.49,0.51,2.0,0.42200000000000004,16.0,62.0,0.9979,3.03,1.17,9.0,5
 695 | 9.0,0.48,0.32,2.8,0.084,21.0,122.0,0.9984,3.32,0.62,9.4,5
 696 | 9.0,0.47,0.31,2.7,0.084,24.0,125.0,0.9984,3.31,0.61,9.4,5
 697 | 5.1,0.47,0.02,1.3,0.034,18.0,44.0,0.9921,3.9,0.62,12.8,6
 698 | 7.0,0.65,0.02,2.1,0.066,8.0,25.0,0.9972,3.47,0.67,9.5,6
 699 | 7.0,0.65,0.02,2.1,0.066,8.0,25.0,0.9972,3.47,0.67,9.5,6
 700 | 9.4,0.615,0.28,3.2,0.087,18.0,72.0,1.0001,3.31,0.53,9.7,5
 701 | 11.8,0.38,0.55,2.1,0.071,5.0,19.0,0.9986,3.11,0.62,10.8,6
 702 | 10.6,1.02,0.43,2.9,0.076,26.0,88.0,0.9984,3.08,0.57,10.1,6
 703 | 7.0,0.65,0.02,2.1,0.066,8.0,25.0,0.9972,3.47,0.67,9.5,6
 704 | 7.0,0.64,0.02,2.1,0.067,9.0,23.0,0.997,3.47,0.67,9.4,6
 705 | 7.5,0.38,0.48,2.6,0.073,22.0,84.0,0.9972,3.32,0.7,9.6,4
 706 | 9.1,0.765,0.04,1.6,0.078,4.0,14.0,0.998,3.29,0.54,9.7,4
 707 | 8.4,1.035,0.15,6.0,0.073,11.0,54.0,0.9990000000000001,3.37,0.49,9.9,5
 708 | 7.0,0.78,0.08,2.0,0.09300000000000001,10.0,19.0,0.9956,3.4,0.47,10.0,5
 709 | 7.4,0.49,0.19,3.0,0.077,16.0,37.0,0.9966,3.37,0.51,10.5,5
 710 | 7.8,0.545,0.12,2.5,0.068,11.0,35.0,0.996,3.34,0.61,11.6,6
 711 | 9.7,0.31,0.47,1.6,0.062,13.0,33.0,0.9983,3.27,0.66,10.0,6
 712 | 10.6,1.025,0.43,2.8,0.08,21.0,84.0,0.9985,3.06,0.57,10.1,5
 713 | 8.9,0.565,0.34,3.0,0.09300000000000001,16.0,112.0,0.9998,3.38,0.61,9.5,5
 714 | 8.7,0.69,0.0,3.2,0.084,13.0,33.0,0.9992,3.36,0.45,9.4,5
 715 | 8.0,0.43,0.36,2.3,0.075,10.0,48.0,0.9976,3.34,0.46,9.4,5
 716 | 9.9,0.74,0.28,2.6,0.078,21.0,77.0,0.998,3.28,0.51,9.8,5
 717 | 7.2,0.49,0.18,2.7,0.069,13.0,34.0,0.9967,3.29,0.48,9.2,6
 718 | 8.0,0.43,0.36,2.3,0.075,10.0,48.0,0.9976,3.34,0.46,9.4,5
 719 | 7.6,0.46,0.11,2.6,0.079,12.0,49.0,0.9968,3.21,0.57,10.0,5
 720 | 8.4,0.56,0.04,2.0,0.08199999999999999,10.0,22.0,0.9976,3.22,0.44,9.6,5
 721 | 7.1,0.66,0.0,3.9,0.086,17.0,45.0,0.9976,3.46,0.54,9.5,5
 722 | 8.4,0.56,0.04,2.0,0.08199999999999999,10.0,22.0,0.9976,3.22,0.44,9.6,5
 723 | 8.9,0.48,0.24,2.85,0.094,35.0,106.0,0.9982,3.1,0.53,9.2,5
 724 | 7.6,0.42,0.08,2.7,0.084,15.0,48.0,0.9968,3.21,0.59,10.0,5
 725 | 7.1,0.31,0.3,2.2,0.053,36.0,127.0,0.9965,2.94,1.62,9.5,5
 726 | 7.5,1.115,0.1,3.1,0.086,5.0,12.0,0.9958,3.54,0.6,11.2,4
 727 | 9.0,0.66,0.17,3.0,0.077,5.0,13.0,0.9976,3.29,0.55,10.4,5
 728 | 8.1,0.72,0.09,2.8,0.084,18.0,49.0,0.9994,3.43,0.72,11.1,6
 729 | 6.4,0.57,0.02,1.8,0.067,4.0,11.0,0.997,3.46,0.68,9.5,5
 730 | 6.4,0.57,0.02,1.8,0.067,4.0,11.0,0.997,3.46,0.68,9.5,5
 731 | 6.4,0.865,0.03,3.2,0.071,27.0,58.0,0.995,3.61,0.49,12.7,6
 732 | 9.5,0.55,0.66,2.3,0.387,12.0,37.0,0.9982,3.17,0.67,9.6,5
 733 | 8.9,0.875,0.13,3.45,0.08800000000000001,4.0,14.0,0.9994,3.44,0.52,11.5,5
 734 | 7.3,0.835,0.03,2.1,0.092,10.0,19.0,0.9966,3.39,0.47,9.6,5
 735 | 7.0,0.45,0.34,2.7,0.08199999999999999,16.0,72.0,0.998,3.55,0.6,9.5,5
 736 | 7.7,0.56,0.2,2.0,0.075,9.0,39.0,0.9987,3.48,0.62,9.3,5
 737 | 7.7,0.965,0.1,2.1,0.11199999999999999,11.0,22.0,0.9963,3.26,0.5,9.5,5
 738 | 7.7,0.965,0.1,2.1,0.11199999999999999,11.0,22.0,0.9963,3.26,0.5,9.5,5
 739 | 8.2,0.59,0.0,2.5,0.09300000000000001,19.0,58.0,1.0002,3.5,0.65,9.3,6
 740 | 9.0,0.46,0.23,2.8,0.092,28.0,104.0,0.9983,3.1,0.56,9.2,5
 741 | 9.0,0.69,0.0,2.4,0.08800000000000001,19.0,38.0,0.9990000000000001,3.35,0.6,9.3,5
 742 | 8.3,0.76,0.29,4.2,0.075,12.0,16.0,0.9965,3.45,0.68,11.5,6
 743 | 9.2,0.53,0.24,2.6,0.078,28.0,139.0,0.9978799999999999,3.21,0.57,9.5,5
 744 | 6.5,0.615,0.0,1.9,0.065,9.0,18.0,0.9972,3.46,0.65,9.2,5
 745 | 11.6,0.41,0.58,2.8,0.096,25.0,101.0,1.00024,3.13,0.53,10.0,5
 746 | 11.1,0.39,0.54,2.7,0.095,21.0,101.0,1.0001,3.13,0.51,9.5,5
 747 | 7.3,0.51,0.18,2.1,0.07,12.0,28.0,0.9976799999999999,3.52,0.73,9.5,6
 748 | 8.2,0.34,0.38,2.5,0.08,12.0,57.0,0.9978,3.3,0.47,9.0,6
 749 | 8.6,0.33,0.4,2.6,0.083,16.0,68.0,0.99782,3.3,0.48,9.4,5
 750 | 7.2,0.5,0.18,2.1,0.071,12.0,31.0,0.99761,3.52,0.72,9.6,6
 751 | 7.3,0.51,0.18,2.1,0.07,12.0,28.0,0.9976799999999999,3.52,0.73,9.5,6
 752 | 8.3,0.65,0.1,2.9,0.08900000000000001,17.0,40.0,0.99803,3.29,0.55,9.5,5
 753 | 8.3,0.65,0.1,2.9,0.08900000000000001,17.0,40.0,0.99803,3.29,0.55,9.5,5
 754 | 7.6,0.54,0.13,2.5,0.09699999999999999,24.0,66.0,0.99785,3.39,0.61,9.4,5
 755 | 8.3,0.65,0.1,2.9,0.08900000000000001,17.0,40.0,0.99803,3.29,0.55,9.5,5
 756 | 7.8,0.48,0.68,1.7,0.415,14.0,32.0,0.99656,3.09,1.06,9.1,6
 757 | 7.8,0.91,0.07,1.9,0.057999999999999996,22.0,47.0,0.99525,3.51,0.43,10.7,6
 758 | 6.3,0.98,0.01,2.0,0.057,15.0,33.0,0.9948799999999999,3.6,0.46,11.2,6
 759 | 8.1,0.87,0.0,2.2,0.084,10.0,31.0,0.99656,3.25,0.5,9.8,5
 760 | 8.1,0.87,0.0,2.2,0.084,10.0,31.0,0.99656,3.25,0.5,9.8,5
 761 | 8.8,0.42,0.21,2.5,0.092,33.0,88.0,0.99823,3.19,0.52,9.2,5
 762 | 9.0,0.58,0.25,2.8,0.075,9.0,104.0,0.99779,3.23,0.57,9.7,5
 763 | 9.3,0.655,0.26,2.0,0.096,5.0,35.0,0.9973799999999999,3.25,0.42,9.6,5
 764 | 8.8,0.7,0.0,1.7,0.069,8.0,19.0,0.9970100000000001,3.31,0.53,10.0,6
 765 | 9.3,0.655,0.26,2.0,0.096,5.0,35.0,0.9973799999999999,3.25,0.42,9.6,5
 766 | 9.1,0.68,0.11,2.8,0.09300000000000001,11.0,44.0,0.9988799999999999,3.31,0.55,9.5,6
 767 | 9.2,0.67,0.1,3.0,0.091,12.0,48.0,0.9988799999999999,3.31,0.54,9.5,6
 768 | 8.8,0.59,0.18,2.9,0.08900000000000001,12.0,74.0,0.9973799999999999,3.14,0.54,9.4,5
 769 | 7.5,0.6,0.32,2.7,0.10300000000000001,13.0,98.0,0.9993799999999999,3.45,0.62,9.5,5
 770 | 7.1,0.59,0.02,2.3,0.08199999999999999,24.0,94.0,0.99744,3.55,0.53,9.7,6
 771 | 7.9,0.72,0.01,1.9,0.076,7.0,32.0,0.9966799999999999,3.39,0.54,9.6,5
 772 | 7.1,0.59,0.02,2.3,0.08199999999999999,24.0,94.0,0.99744,3.55,0.53,9.7,6
 773 | 9.4,0.685,0.26,2.4,0.08199999999999999,23.0,143.0,0.9978,3.28,0.55,9.4,5
 774 | 9.5,0.57,0.27,2.3,0.08199999999999999,23.0,144.0,0.99782,3.27,0.55,9.4,5
 775 | 7.9,0.4,0.29,1.8,0.157,1.0,44.0,0.9973,3.3,0.92,9.5,6
 776 | 7.9,0.4,0.3,1.8,0.157,2.0,45.0,0.9972700000000001,3.31,0.91,9.5,6
 777 | 7.2,1.0,0.0,3.0,0.102,7.0,16.0,0.9958600000000001,3.43,0.46,10.0,5
 778 | 6.9,0.765,0.18,2.4,0.243,5.5,48.0,0.9961200000000001,3.4,0.6,10.3,6
 779 | 6.9,0.635,0.17,2.4,0.24100000000000002,6.0,18.0,0.9961,3.4,0.59,10.3,6
 780 | 8.3,0.43,0.3,3.4,0.079,7.0,34.0,0.9978799999999999,3.36,0.61,10.5,5
 781 | 7.1,0.52,0.03,2.6,0.076,21.0,92.0,0.99745,3.5,0.6,9.8,5
 782 | 7.0,0.57,0.0,2.0,0.19,12.0,45.0,0.9967600000000001,3.31,0.6,9.4,6
 783 | 6.5,0.46,0.14,2.4,0.114,9.0,37.0,0.9973200000000001,3.66,0.65,9.8,5
 784 | 9.0,0.82,0.05,2.4,0.081,26.0,96.0,0.9981399999999999,3.36,0.53,10.0,5
 785 | 6.5,0.46,0.14,2.4,0.114,9.0,37.0,0.9973200000000001,3.66,0.65,9.8,5
 786 | 7.1,0.59,0.01,2.5,0.077,20.0,85.0,0.99746,3.55,0.59,9.8,5
 787 | 9.9,0.35,0.41,2.3,0.083,11.0,61.0,0.9982,3.21,0.5,9.5,5
 788 | 9.9,0.35,0.41,2.3,0.083,11.0,61.0,0.9982,3.21,0.5,9.5,5
 789 | 10.0,0.56,0.24,2.2,0.079,19.0,58.0,0.9991,3.18,0.56,10.1,6
 790 | 10.0,0.56,0.24,2.2,0.079,19.0,58.0,0.9991,3.18,0.56,10.1,6
 791 | 8.6,0.63,0.17,2.9,0.099,21.0,119.0,0.998,3.09,0.52,9.3,5
 792 | 7.4,0.37,0.43,2.6,0.08199999999999999,18.0,82.0,0.99708,3.33,0.68,9.7,6
 793 | 8.8,0.64,0.17,2.9,0.084,25.0,130.0,0.99818,3.23,0.54,9.6,5
 794 | 7.1,0.61,0.02,2.5,0.081,17.0,87.0,0.99745,3.48,0.6,9.7,6
 795 | 7.7,0.6,0.0,2.6,0.055,7.0,13.0,0.99639,3.38,0.56,10.8,5
 796 | 10.1,0.27,0.54,2.3,0.065,7.0,26.0,0.99531,3.17,0.53,12.5,6
 797 | 10.8,0.89,0.3,2.6,0.132,7.0,60.0,0.9978600000000001,2.99,1.18,10.2,5
 798 | 8.7,0.46,0.31,2.5,0.126,24.0,64.0,0.99746,3.1,0.74,9.6,5
 799 | 9.3,0.37,0.44,1.6,0.038,21.0,42.0,0.99526,3.24,0.81,10.8,7
 800 | 9.4,0.5,0.34,3.6,0.08199999999999999,5.0,14.0,0.9987,3.29,0.52,10.7,6
 801 | 9.4,0.5,0.34,3.6,0.08199999999999999,5.0,14.0,0.9987,3.29,0.52,10.7,6
 802 | 7.2,0.61,0.08,4.0,0.08199999999999999,26.0,108.0,0.99641,3.25,0.51,9.4,5
 803 | 8.6,0.55,0.09,3.3,0.068,8.0,17.0,0.99735,3.23,0.44,10.0,5
 804 | 5.1,0.585,0.0,1.7,0.044000000000000004,14.0,86.0,0.99264,3.56,0.94,12.9,7
 805 | 7.7,0.56,0.08,2.5,0.114,14.0,46.0,0.9971,3.24,0.66,9.6,6
 806 | 8.4,0.52,0.22,2.7,0.084,4.0,18.0,0.99682,3.26,0.57,9.9,6
 807 | 8.2,0.28,0.4,2.4,0.052000000000000005,4.0,10.0,0.99356,3.33,0.7,12.8,7
 808 | 8.4,0.25,0.39,2.0,0.040999999999999995,4.0,10.0,0.9938600000000001,3.27,0.71,12.5,7
 809 | 8.2,0.28,0.4,2.4,0.052000000000000005,4.0,10.0,0.99356,3.33,0.7,12.8,7
 810 | 7.4,0.53,0.12,1.9,0.165,4.0,12.0,0.99702,3.26,0.86,9.2,5
 811 | 7.6,0.48,0.31,2.8,0.07,4.0,15.0,0.9969299999999999,3.22,0.55,10.3,6
 812 | 7.3,0.49,0.1,2.6,0.068,4.0,14.0,0.9956200000000001,3.3,0.47,10.5,5
 813 | 12.9,0.5,0.55,2.8,0.07200000000000001,7.0,24.0,1.0001200000000001,3.09,0.68,10.9,6
 814 | 10.8,0.45,0.33,2.5,0.099,20.0,38.0,0.99818,3.24,0.71,10.8,5
 815 | 6.9,0.39,0.24,2.1,0.102,4.0,7.0,0.9946200000000001,3.44,0.58,11.4,4
 816 | 12.6,0.41,0.54,2.8,0.10300000000000001,19.0,41.0,0.99939,3.21,0.76,11.3,6
 817 | 10.8,0.45,0.33,2.5,0.099,20.0,38.0,0.99818,3.24,0.71,10.8,5
 818 | 9.8,0.51,0.19,3.2,0.081,8.0,30.0,0.9984,3.23,0.58,10.5,6
 819 | 10.8,0.29,0.42,1.6,0.084,19.0,27.0,0.99545,3.28,0.73,11.9,6
 820 | 7.1,0.715,0.0,2.35,0.071,21.0,47.0,0.9963200000000001,3.29,0.45,9.4,5
 821 | 9.1,0.66,0.15,3.2,0.09699999999999999,9.0,59.0,0.99976,3.28,0.54,9.6,5
 822 | 7.0,0.685,0.0,1.9,0.099,9.0,22.0,0.9960600000000001,3.34,0.6,9.7,5
 823 | 4.9,0.42,0.0,2.1,0.048,16.0,42.0,0.99154,3.71,0.74,14.0,7
 824 | 6.7,0.54,0.13,2.0,0.076,15.0,36.0,0.9973,3.61,0.64,9.8,5
 825 | 6.7,0.54,0.13,2.0,0.076,15.0,36.0,0.9973,3.61,0.64,9.8,5
 826 | 7.1,0.48,0.28,2.8,0.068,6.0,16.0,0.99682,3.24,0.53,10.3,5
 827 | 7.1,0.46,0.14,2.8,0.076,15.0,37.0,0.99624,3.36,0.49,10.7,5
 828 | 7.5,0.27,0.34,2.3,0.05,4.0,8.0,0.9951,3.4,0.64,11.0,7
 829 | 7.1,0.46,0.14,2.8,0.076,15.0,37.0,0.99624,3.36,0.49,10.7,5
 830 | 7.8,0.57,0.09,2.3,0.065,34.0,45.0,0.9941700000000001,3.46,0.74,12.7,8
 831 | 5.9,0.61,0.08,2.1,0.071,16.0,24.0,0.9937600000000001,3.56,0.77,11.1,6
 832 | 7.5,0.685,0.07,2.5,0.057999999999999996,5.0,9.0,0.9963200000000001,3.38,0.55,10.9,4
 833 | 5.9,0.61,0.08,2.1,0.071,16.0,24.0,0.9937600000000001,3.56,0.77,11.1,6
 834 | 10.4,0.44,0.42,1.5,0.145,34.0,48.0,0.9983200000000001,3.38,0.86,9.9,3
 835 | 11.6,0.47,0.44,1.6,0.147,36.0,51.0,0.99836,3.38,0.86,9.9,4
 836 | 8.8,0.685,0.26,1.6,0.08800000000000001,16.0,23.0,0.9969399999999999,3.32,0.47,9.4,5
 837 | 7.6,0.665,0.1,1.5,0.066,27.0,55.0,0.99655,3.39,0.51,9.3,5
 838 | 6.7,0.28,0.28,2.4,0.012,36.0,100.0,0.99064,3.26,0.39,11.7,7
 839 | 6.7,0.28,0.28,2.4,0.012,36.0,100.0,0.99064,3.26,0.39,11.7,7
 840 | 10.1,0.31,0.35,1.6,0.075,9.0,28.0,0.99672,3.24,0.83,11.2,7
 841 | 6.0,0.5,0.04,2.2,0.092,13.0,26.0,0.9964700000000001,3.46,0.47,10.0,5
 842 | 11.1,0.42,0.47,2.65,0.085,9.0,34.0,0.99736,3.24,0.77,12.1,7
 843 | 6.6,0.66,0.0,3.0,0.115,21.0,31.0,0.99629,3.45,0.63,10.3,5
 844 | 10.6,0.5,0.45,2.6,0.11900000000000001,34.0,68.0,0.99708,3.23,0.72,10.9,6
 845 | 7.1,0.685,0.35,2.0,0.08800000000000001,9.0,92.0,0.9963,3.28,0.62,9.4,5
 846 | 9.9,0.25,0.46,1.7,0.062,26.0,42.0,0.9959,3.18,0.83,10.6,6
 847 | 6.4,0.64,0.21,1.8,0.081,14.0,31.0,0.9968899999999999,3.59,0.66,9.8,5
 848 | 6.4,0.64,0.21,1.8,0.081,14.0,31.0,0.9968899999999999,3.59,0.66,9.8,5
 849 | 7.4,0.68,0.16,1.8,0.078,12.0,39.0,0.9977,3.5,0.7,9.9,6
 850 | 6.4,0.64,0.21,1.8,0.081,14.0,31.0,0.9968899999999999,3.59,0.66,9.8,5
 851 | 6.4,0.63,0.21,1.6,0.08,12.0,32.0,0.9968899999999999,3.58,0.66,9.8,5
 852 | 9.3,0.43,0.44,1.9,0.085,9.0,22.0,0.99708,3.28,0.55,9.5,5
 853 | 9.3,0.43,0.44,1.9,0.085,9.0,22.0,0.99708,3.28,0.55,9.5,5
 854 | 8.0,0.42,0.32,2.5,0.08,26.0,122.0,0.9980100000000001,3.22,1.07,9.7,5
 855 | 9.3,0.36,0.39,1.5,0.08,41.0,55.0,0.9965200000000001,3.47,0.73,10.9,6
 856 | 9.3,0.36,0.39,1.5,0.08,41.0,55.0,0.9965200000000001,3.47,0.73,10.9,6
 857 | 7.6,0.735,0.02,2.5,0.071,10.0,14.0,0.9953799999999999,3.51,0.71,11.7,7
 858 | 9.3,0.36,0.39,1.5,0.08,41.0,55.0,0.9965200000000001,3.47,0.73,10.9,6
 859 | 8.2,0.26,0.34,2.5,0.073,16.0,47.0,0.9959399999999999,3.4,0.78,11.3,7
 860 | 11.7,0.28,0.47,1.7,0.054000000000000006,17.0,32.0,0.9968600000000001,3.15,0.67,10.6,7
 861 | 6.8,0.56,0.22,1.8,0.07400000000000001,15.0,24.0,0.9943799999999999,3.4,0.82,11.2,6
 862 | 7.2,0.62,0.06,2.7,0.077,15.0,85.0,0.99746,3.51,0.54,9.5,5
 863 | 5.8,1.01,0.66,2.0,0.039,15.0,88.0,0.9935700000000001,3.66,0.6,11.5,6
 864 | 7.5,0.42,0.32,2.7,0.067,7.0,25.0,0.9962799999999999,3.24,0.44,10.4,5
 865 | 7.2,0.62,0.06,2.5,0.078,17.0,84.0,0.99746,3.51,0.53,9.7,5
 866 | 7.2,0.62,0.06,2.7,0.077,15.0,85.0,0.99746,3.51,0.54,9.5,5
 867 | 7.2,0.635,0.07,2.6,0.077,16.0,86.0,0.9974799999999999,3.51,0.54,9.7,5
 868 | 6.8,0.49,0.22,2.3,0.071,13.0,24.0,0.9943799999999999,3.41,0.83,11.3,6
 869 | 6.9,0.51,0.23,2.0,0.07200000000000001,13.0,22.0,0.9943799999999999,3.4,0.84,11.2,6
 870 | 6.8,0.56,0.22,1.8,0.07400000000000001,15.0,24.0,0.9943799999999999,3.4,0.82,11.2,6
 871 | 7.6,0.63,0.03,2.0,0.08,27.0,43.0,0.9957799999999999,3.44,0.64,10.9,6
 872 | 7.7,0.715,0.01,2.1,0.064,31.0,43.0,0.99371,3.41,0.57,11.8,6
 873 | 6.9,0.56,0.03,1.5,0.086,36.0,46.0,0.9952200000000001,3.53,0.57,10.6,5
 874 | 7.3,0.35,0.24,2.0,0.067,28.0,48.0,0.9957600000000001,3.43,0.54,10.0,4
 875 | 9.1,0.21,0.37,1.6,0.067,6.0,10.0,0.9955200000000001,3.23,0.58,11.1,7
 876 | 10.4,0.38,0.46,2.1,0.10400000000000001,6.0,10.0,0.99664,3.12,0.65,11.8,7
 877 | 8.8,0.31,0.4,2.8,0.109,7.0,16.0,0.9961399999999999,3.31,0.79,11.8,7
 878 | 7.1,0.47,0.0,2.2,0.067,7.0,14.0,0.9951700000000001,3.4,0.58,10.9,4
 879 | 7.7,0.715,0.01,2.1,0.064,31.0,43.0,0.99371,3.41,0.57,11.8,6
 880 | 8.8,0.61,0.19,4.0,0.094,30.0,69.0,0.99787,3.22,0.5,10.0,6
 881 | 7.2,0.6,0.04,2.5,0.076,18.0,88.0,0.99745,3.53,0.55,9.5,5
 882 | 9.2,0.56,0.18,1.6,0.078,10.0,21.0,0.9957600000000001,3.15,0.49,9.9,5
 883 | 7.6,0.715,0.0,2.1,0.068,30.0,35.0,0.9953299999999999,3.48,0.65,11.4,6
 884 | 8.4,0.31,0.29,3.1,0.19399999999999998,14.0,26.0,0.99536,3.22,0.78,12.0,6
 885 | 7.2,0.6,0.04,2.5,0.076,18.0,88.0,0.99745,3.53,0.55,9.5,5
 886 | 8.8,0.61,0.19,4.0,0.094,30.0,69.0,0.99787,3.22,0.5,10.0,6
 887 | 8.9,0.75,0.14,2.5,0.086,9.0,30.0,0.99824,3.34,0.64,10.5,5
 888 | 9.0,0.8,0.12,2.4,0.083,8.0,28.0,0.99836,3.33,0.65,10.4,6
 889 | 10.7,0.52,0.38,2.6,0.066,29.0,56.0,0.99577,3.15,0.79,12.1,7
 890 | 6.8,0.57,0.0,2.5,0.07200000000000001,32.0,64.0,0.9949100000000001,3.43,0.56,11.2,6
 891 | 10.7,0.9,0.34,6.6,0.11199999999999999,23.0,99.0,1.00289,3.22,0.68,9.3,5
 892 | 7.2,0.34,0.24,2.0,0.071,30.0,52.0,0.9957600000000001,3.44,0.58,10.1,5
 893 | 7.2,0.66,0.03,2.3,0.078,16.0,86.0,0.9974299999999999,3.53,0.57,9.7,5
 894 | 10.1,0.45,0.23,1.9,0.08199999999999999,10.0,18.0,0.99774,3.22,0.65,9.3,6
 895 | 7.2,0.66,0.03,2.3,0.078,16.0,86.0,0.9974299999999999,3.53,0.57,9.7,5
 896 | 7.2,0.63,0.03,2.2,0.08,17.0,88.0,0.99745,3.53,0.58,9.8,6
 897 | 7.1,0.59,0.01,2.3,0.08,27.0,43.0,0.9955,3.42,0.58,10.7,6
 898 | 8.3,0.31,0.39,2.4,0.078,17.0,43.0,0.99444,3.31,0.77,12.5,7
 899 | 7.1,0.59,0.01,2.3,0.08,27.0,43.0,0.9955,3.42,0.58,10.7,6
 900 | 8.3,0.31,0.39,2.4,0.078,17.0,43.0,0.99444,3.31,0.77,12.5,7
 901 | 8.3,1.02,0.02,3.4,0.084,6.0,11.0,0.99892,3.48,0.49,11.0,3
 902 | 8.9,0.31,0.36,2.6,0.055999999999999994,10.0,39.0,0.9956200000000001,3.4,0.69,11.8,5
 903 | 7.4,0.635,0.1,2.4,0.08,16.0,33.0,0.99736,3.58,0.69,10.8,7
 904 | 7.4,0.635,0.1,2.4,0.08,16.0,33.0,0.99736,3.58,0.69,10.8,7
 905 | 6.8,0.59,0.06,6.0,0.06,11.0,18.0,0.9962,3.41,0.59,10.8,7
 906 | 6.8,0.59,0.06,6.0,0.06,11.0,18.0,0.9962,3.41,0.59,10.8,7
 907 | 9.2,0.58,0.2,3.0,0.081,15.0,115.0,0.998,3.23,0.59,9.5,5
 908 | 7.2,0.54,0.27,2.6,0.084,12.0,78.0,0.9964,3.39,0.71,11.0,5
 909 | 6.1,0.56,0.0,2.2,0.079,6.0,9.0,0.9948,3.59,0.54,11.5,6
 910 | 7.4,0.52,0.13,2.4,0.078,34.0,61.0,0.9952799999999999,3.43,0.59,10.8,6
 911 | 7.3,0.305,0.39,1.2,0.059000000000000004,7.0,11.0,0.99331,3.29,0.52,11.5,6
 912 | 9.3,0.38,0.48,3.8,0.132,3.0,11.0,0.99577,3.23,0.57,13.2,6
 913 | 9.1,0.28,0.46,9.0,0.114,3.0,9.0,0.9990100000000001,3.18,0.6,10.9,6
 914 | 10.0,0.46,0.44,2.9,0.065,4.0,8.0,0.99674,3.33,0.62,12.2,6
 915 | 9.4,0.395,0.46,4.6,0.094,3.0,10.0,0.99639,3.27,0.64,12.2,7
 916 | 7.3,0.305,0.39,1.2,0.059000000000000004,7.0,11.0,0.99331,3.29,0.52,11.5,6
 917 | 8.6,0.315,0.4,2.2,0.079,3.0,6.0,0.9951200000000001,3.27,0.67,11.9,6
 918 | 5.3,0.715,0.19,1.5,0.161,7.0,62.0,0.99395,3.62,0.61,11.0,5
 919 | 6.8,0.41,0.31,8.8,0.084,26.0,45.0,0.99824,3.38,0.64,10.1,6
 920 | 8.4,0.36,0.32,2.2,0.081,32.0,79.0,0.9964,3.3,0.72,11.0,6
 921 | 8.4,0.62,0.12,1.8,0.07200000000000001,38.0,46.0,0.9950399999999999,3.38,0.89,11.8,6
 922 | 9.6,0.41,0.37,2.3,0.091,10.0,23.0,0.9978600000000001,3.24,0.56,10.5,5
 923 | 8.4,0.36,0.32,2.2,0.081,32.0,79.0,0.9964,3.3,0.72,11.0,6
 924 | 8.4,0.62,0.12,1.8,0.07200000000000001,38.0,46.0,0.9950399999999999,3.38,0.89,11.8,6
 925 | 6.8,0.41,0.31,8.8,0.084,26.0,45.0,0.99824,3.38,0.64,10.1,6
 926 | 8.6,0.47,0.27,2.3,0.055,14.0,28.0,0.99516,3.18,0.8,11.2,5
 927 | 8.6,0.22,0.36,1.9,0.064,53.0,77.0,0.9960399999999999,3.47,0.87,11.0,7
 928 | 9.4,0.24,0.33,2.3,0.061,52.0,73.0,0.9978600000000001,3.47,0.9,10.2,6
 929 | 8.4,0.67,0.19,2.2,0.09300000000000001,11.0,75.0,0.99736,3.2,0.59,9.2,4
 930 | 8.6,0.47,0.27,2.3,0.055,14.0,28.0,0.99516,3.18,0.8,11.2,5
 931 | 8.7,0.33,0.38,3.3,0.063,10.0,19.0,0.9946799999999999,3.3,0.73,12.0,7
 932 | 6.6,0.61,0.01,1.9,0.08,8.0,25.0,0.99746,3.69,0.73,10.5,5
 933 | 7.4,0.61,0.01,2.0,0.07400000000000001,13.0,38.0,0.9974799999999999,3.48,0.65,9.8,5
 934 | 7.6,0.4,0.29,1.9,0.078,29.0,66.0,0.9971,3.45,0.59,9.5,6
 935 | 7.4,0.61,0.01,2.0,0.07400000000000001,13.0,38.0,0.9974799999999999,3.48,0.65,9.8,5
 936 | 6.6,0.61,0.01,1.9,0.08,8.0,25.0,0.99746,3.69,0.73,10.5,5
 937 | 8.8,0.3,0.38,2.3,0.06,19.0,72.0,0.9954299999999999,3.39,0.72,11.8,6
 938 | 8.8,0.3,0.38,2.3,0.06,19.0,72.0,0.9954299999999999,3.39,0.72,11.8,6
 939 | 12.0,0.63,0.5,1.4,0.071,6.0,26.0,0.9979100000000001,3.07,0.6,10.4,4
 940 | 7.2,0.38,0.38,2.8,0.068,23.0,42.0,0.99356,3.34,0.72,12.9,7
 941 | 6.2,0.46,0.17,1.6,0.073,7.0,11.0,0.99425,3.61,0.54,11.4,5
 942 | 9.6,0.33,0.52,2.2,0.07400000000000001,13.0,25.0,0.9950899999999999,3.36,0.76,12.4,7
 943 | 9.9,0.27,0.49,5.0,0.08199999999999999,9.0,17.0,0.99484,3.19,0.52,12.5,7
 944 | 10.1,0.43,0.4,2.6,0.092,13.0,52.0,0.99834,3.22,0.64,10.0,7
 945 | 9.8,0.5,0.34,2.3,0.094,10.0,45.0,0.99864,3.24,0.6,9.7,7
 946 | 8.3,0.3,0.49,3.8,0.09,11.0,24.0,0.99498,3.27,0.64,12.1,7
 947 | 10.2,0.44,0.42,2.0,0.071,7.0,20.0,0.99566,3.14,0.79,11.1,7
 948 | 10.2,0.44,0.58,4.1,0.092,11.0,24.0,0.99745,3.29,0.99,12.0,7
 949 | 8.3,0.28,0.48,2.1,0.09300000000000001,6.0,12.0,0.99408,3.26,0.62,12.4,7
 950 | 8.9,0.12,0.45,1.8,0.075,10.0,21.0,0.9955200000000001,3.41,0.76,11.9,7
 951 | 8.9,0.12,0.45,1.8,0.075,10.0,21.0,0.9955200000000001,3.41,0.76,11.9,7
 952 | 8.9,0.12,0.45,1.8,0.075,10.0,21.0,0.9955200000000001,3.41,0.76,11.9,7
 953 | 8.3,0.28,0.48,2.1,0.09300000000000001,6.0,12.0,0.99408,3.26,0.62,12.4,7
 954 | 8.2,0.31,0.4,2.2,0.057999999999999996,6.0,10.0,0.99536,3.31,0.68,11.2,7
 955 | 10.2,0.34,0.48,2.1,0.052000000000000005,5.0,9.0,0.9945799999999999,3.2,0.69,12.1,7
 956 | 7.6,0.43,0.4,2.7,0.08199999999999999,6.0,11.0,0.9953799999999999,3.44,0.54,12.2,6
 957 | 8.5,0.21,0.52,1.9,0.09,9.0,23.0,0.9964799999999999,3.36,0.67,10.4,5
 958 | 9.0,0.36,0.52,2.1,0.111,5.0,10.0,0.9956799999999999,3.31,0.62,11.3,6
 959 | 9.5,0.37,0.52,2.0,0.08800000000000001,12.0,51.0,0.99613,3.29,0.58,11.1,6
 960 | 6.4,0.57,0.12,2.3,0.12,25.0,36.0,0.99519,3.47,0.71,11.3,7
 961 | 8.0,0.59,0.05,2.0,0.08900000000000001,12.0,32.0,0.99735,3.36,0.61,10.0,5
 962 | 8.5,0.47,0.27,1.9,0.057999999999999996,18.0,38.0,0.99518,3.16,0.85,11.1,6
 963 | 7.1,0.56,0.14,1.6,0.078,7.0,18.0,0.99592,3.27,0.62,9.3,5
 964 | 6.6,0.57,0.02,2.1,0.115,6.0,16.0,0.99654,3.38,0.69,9.5,5
 965 | 8.8,0.27,0.39,2.0,0.1,20.0,27.0,0.99546,3.15,0.69,11.2,6
 966 | 8.5,0.47,0.27,1.9,0.057999999999999996,18.0,38.0,0.99518,3.16,0.85,11.1,6
 967 | 8.3,0.34,0.4,2.4,0.065,24.0,48.0,0.99554,3.34,0.86,11.0,6
 968 | 9.0,0.38,0.41,2.4,0.10300000000000001,6.0,10.0,0.9960399999999999,3.13,0.58,11.9,7
 969 | 8.5,0.66,0.2,2.1,0.09699999999999999,23.0,113.0,0.9973299999999999,3.13,0.48,9.2,5
 970 | 9.0,0.4,0.43,2.4,0.068,29.0,46.0,0.9943,3.2,0.6,12.2,6
 971 | 6.7,0.56,0.09,2.9,0.079,7.0,22.0,0.99669,3.46,0.61,10.2,5
 972 | 10.4,0.26,0.48,1.9,0.066,6.0,10.0,0.99724,3.33,0.87,10.9,6
 973 | 10.4,0.26,0.48,1.9,0.066,6.0,10.0,0.99724,3.33,0.87,10.9,6
 974 | 10.1,0.38,0.5,2.4,0.10400000000000001,6.0,13.0,0.9964299999999999,3.22,0.65,11.6,7
 975 | 8.5,0.34,0.44,1.7,0.079,6.0,12.0,0.99605,3.52,0.63,10.7,5
 976 | 8.8,0.33,0.41,5.9,0.073,7.0,13.0,0.9965799999999999,3.3,0.62,12.1,7
 977 | 7.2,0.41,0.3,2.1,0.083,35.0,72.0,0.997,3.44,0.52,9.4,5
 978 | 7.2,0.41,0.3,2.1,0.083,35.0,72.0,0.997,3.44,0.52,9.4,5
 979 | 8.4,0.59,0.29,2.6,0.109,31.0,119.0,0.9980100000000001,3.15,0.5,9.1,5
 980 | 7.0,0.4,0.32,3.6,0.061,9.0,29.0,0.99416,3.28,0.49,11.3,7
 981 | 12.2,0.45,0.49,1.4,0.075,3.0,6.0,0.9969,3.13,0.63,10.4,5
 982 | 9.1,0.5,0.3,1.9,0.065,8.0,17.0,0.99774,3.32,0.71,10.5,6
 983 | 9.5,0.86,0.26,1.9,0.079,13.0,28.0,0.9971200000000001,3.25,0.62,10.0,5
 984 | 7.3,0.52,0.32,2.1,0.07,51.0,70.0,0.99418,3.34,0.82,12.9,6
 985 | 9.1,0.5,0.3,1.9,0.065,8.0,17.0,0.99774,3.32,0.71,10.5,6
 986 | 12.2,0.45,0.49,1.4,0.075,3.0,6.0,0.9969,3.13,0.63,10.4,5
 987 | 7.4,0.58,0.0,2.0,0.064,7.0,11.0,0.9956200000000001,3.45,0.58,11.3,6
 988 | 9.8,0.34,0.39,1.4,0.066,3.0,7.0,0.9947,3.19,0.55,11.4,7
 989 | 7.1,0.36,0.3,1.6,0.08,35.0,70.0,0.9969299999999999,3.44,0.5,9.4,5
 990 | 7.7,0.39,0.12,1.7,0.09699999999999999,19.0,27.0,0.9959600000000001,3.16,0.49,9.4,5
 991 | 9.7,0.295,0.4,1.5,0.073,14.0,21.0,0.99556,3.14,0.51,10.9,6
 992 | 7.7,0.39,0.12,1.7,0.09699999999999999,19.0,27.0,0.9959600000000001,3.16,0.49,9.4,5
 993 | 7.1,0.34,0.28,2.0,0.08199999999999999,31.0,68.0,0.9969399999999999,3.45,0.48,9.4,5
 994 | 6.5,0.4,0.1,2.0,0.076,30.0,47.0,0.99554,3.36,0.48,9.4,6
 995 | 7.1,0.34,0.28,2.0,0.08199999999999999,31.0,68.0,0.9969399999999999,3.45,0.48,9.4,5
 996 | 10.0,0.35,0.45,2.5,0.092,20.0,88.0,0.99918,3.15,0.43,9.4,5
 997 | 7.7,0.6,0.06,2.0,0.079,19.0,41.0,0.99697,3.39,0.62,10.1,6
 998 | 5.6,0.66,0.0,2.2,0.087,3.0,11.0,0.9937799999999999,3.71,0.63,12.8,7
 999 | 5.6,0.66,0.0,2.2,0.087,3.0,11.0,0.9937799999999999,3.71,0.63,12.8,7
1000 | 8.9,0.84,0.34,1.4,0.05,4.0,10.0,0.99554,3.12,0.48,9.1,6
1001 | 6.4,0.69,0.0,1.65,0.055,7.0,12.0,0.9916200000000001,3.47,0.53,12.9,6
1002 | 7.5,0.43,0.3,2.2,0.062,6.0,12.0,0.99495,3.44,0.72,11.5,7
1003 | 9.9,0.35,0.38,1.5,0.057999999999999996,31.0,47.0,0.9967600000000001,3.26,0.82,10.6,7
1004 | 9.1,0.29,0.33,2.05,0.063,13.0,27.0,0.99516,3.26,0.84,11.7,7
1005 | 6.8,0.36,0.32,1.8,0.067,4.0,8.0,0.9928,3.36,0.55,12.8,7
1006 | 8.2,0.43,0.29,1.6,0.081,27.0,45.0,0.99603,3.25,0.54,10.3,5
1007 | 6.8,0.36,0.32,1.8,0.067,4.0,8.0,0.9928,3.36,0.55,12.8,7
1008 | 9.1,0.29,0.33,2.05,0.063,13.0,27.0,0.99516,3.26,0.84,11.7,7
1009 | 9.1,0.3,0.34,2.0,0.064,12.0,25.0,0.99516,3.26,0.84,11.7,7
1010 | 8.9,0.35,0.4,3.6,0.11,12.0,24.0,0.99549,3.23,0.7,12.0,7
1011 | 9.6,0.5,0.36,2.8,0.11599999999999999,26.0,55.0,0.9972200000000001,3.18,0.68,10.9,5
1012 | 8.9,0.28,0.45,1.7,0.067,7.0,12.0,0.99354,3.25,0.55,12.3,7
1013 | 8.9,0.32,0.31,2.0,0.08800000000000001,12.0,19.0,0.9957,3.17,0.55,10.4,6
1014 | 7.7,1.005,0.15,2.1,0.102,11.0,32.0,0.9960399999999999,3.23,0.48,10.0,5
1015 | 7.5,0.71,0.0,1.6,0.092,22.0,31.0,0.99635,3.38,0.58,10.0,6
1016 | 8.0,0.58,0.16,2.0,0.12,3.0,7.0,0.99454,3.22,0.58,11.2,6
1017 | 10.5,0.39,0.46,2.2,0.075,14.0,27.0,0.99598,3.06,0.84,11.4,6
1018 | 8.9,0.38,0.4,2.2,0.068,12.0,28.0,0.9948600000000001,3.27,0.75,12.6,7
1019 | 8.0,0.18,0.37,0.9,0.049,36.0,109.0,0.9900700000000001,2.89,0.44,12.7,6
1020 | 8.0,0.18,0.37,0.9,0.049,36.0,109.0,0.9900700000000001,2.89,0.44,12.7,6
1021 | 7.0,0.5,0.14,1.8,0.078,10.0,23.0,0.99636,3.53,0.61,10.4,5
1022 | 11.3,0.36,0.66,2.4,0.12300000000000001,3.0,8.0,0.9964200000000001,3.2,0.53,11.9,6
1023 | 11.3,0.36,0.66,2.4,0.12300000000000001,3.0,8.0,0.9964200000000001,3.2,0.53,11.9,6
1024 | 7.0,0.51,0.09,2.1,0.062,4.0,9.0,0.99584,3.35,0.54,10.5,5
1025 | 8.2,0.32,0.42,2.3,0.098,3.0,9.0,0.9950600000000001,3.27,0.55,12.3,6
1026 | 7.7,0.58,0.01,1.8,0.08800000000000001,12.0,18.0,0.9956799999999999,3.32,0.56,10.5,7
1027 | 8.6,0.83,0.0,2.8,0.095,17.0,43.0,0.9982200000000001,3.33,0.6,10.4,6
1028 | 7.9,0.31,0.32,1.9,0.066,14.0,36.0,0.99364,3.41,0.56,12.6,6
1029 | 6.4,0.795,0.0,2.2,0.065,28.0,52.0,0.9937799999999999,3.49,0.52,11.6,5
1030 | 7.2,0.34,0.21,2.5,0.075,41.0,68.0,0.9958600000000001,3.37,0.54,10.1,6
1031 | 7.7,0.58,0.01,1.8,0.08800000000000001,12.0,18.0,0.9956799999999999,3.32,0.56,10.5,7
1032 | 7.1,0.59,0.0,2.1,0.091,9.0,14.0,0.9948799999999999,3.42,0.55,11.5,7
1033 | 7.3,0.55,0.01,1.8,0.09300000000000001,9.0,15.0,0.9951399999999999,3.35,0.58,11.0,7
1034 | 8.1,0.82,0.0,4.1,0.095,5.0,14.0,0.99854,3.36,0.53,9.6,5
1035 | 7.5,0.57,0.08,2.6,0.08900000000000001,14.0,27.0,0.99592,3.3,0.59,10.4,6
1036 | 8.9,0.745,0.18,2.5,0.077,15.0,48.0,0.99739,3.2,0.47,9.7,6
1037 | 10.1,0.37,0.34,2.4,0.085,5.0,17.0,0.9968299999999999,3.17,0.65,10.6,7
1038 | 7.6,0.31,0.34,2.5,0.08199999999999999,26.0,35.0,0.99356,3.22,0.59,12.5,7
1039 | 7.3,0.91,0.1,1.8,0.07400000000000001,20.0,56.0,0.99672,3.35,0.56,9.2,5
1040 | 8.7,0.41,0.41,6.2,0.078,25.0,42.0,0.9953,3.24,0.77,12.6,7
1041 | 8.9,0.5,0.21,2.2,0.08800000000000001,21.0,39.0,0.99692,3.33,0.83,11.1,6
1042 | 7.4,0.965,0.0,2.2,0.08800000000000001,16.0,32.0,0.99756,3.58,0.67,10.2,5
1043 | 6.9,0.49,0.19,1.7,0.079,13.0,26.0,0.9954700000000001,3.38,0.64,9.8,6
1044 | 8.9,0.5,0.21,2.2,0.08800000000000001,21.0,39.0,0.99692,3.33,0.83,11.1,6
1045 | 9.5,0.39,0.41,8.9,0.069,18.0,39.0,0.99859,3.29,0.81,10.9,7
1046 | 6.4,0.39,0.33,3.3,0.046,12.0,53.0,0.9929399999999999,3.36,0.62,12.2,6
1047 | 6.9,0.44,0.0,1.4,0.07,32.0,38.0,0.9943799999999999,3.32,0.58,11.4,6
1048 | 7.6,0.78,0.0,1.7,0.076,33.0,45.0,0.9961200000000001,3.31,0.62,10.7,6
1049 | 7.1,0.43,0.17,1.8,0.08199999999999999,27.0,51.0,0.99634,3.49,0.64,10.4,5
1050 | 9.3,0.49,0.36,1.7,0.081,3.0,14.0,0.99702,3.27,0.78,10.9,6
1051 | 9.3,0.5,0.36,1.8,0.084,6.0,17.0,0.9970399999999999,3.27,0.77,10.8,6
1052 | 7.1,0.43,0.17,1.8,0.08199999999999999,27.0,51.0,0.99634,3.49,0.64,10.4,5
1053 | 8.5,0.46,0.59,1.4,0.414,16.0,45.0,0.99702,3.03,1.34,9.2,5
1054 | 5.6,0.605,0.05,2.4,0.073,19.0,25.0,0.9925799999999999,3.56,0.55,12.9,5
1055 | 8.3,0.33,0.42,2.3,0.07,9.0,20.0,0.99426,3.38,0.77,12.7,7
1056 | 8.2,0.64,0.27,2.0,0.095,5.0,77.0,0.9974700000000001,3.13,0.62,9.1,6
1057 | 8.2,0.64,0.27,2.0,0.095,5.0,77.0,0.9974700000000001,3.13,0.62,9.1,6
1058 | 8.9,0.48,0.53,4.0,0.10099999999999999,3.0,10.0,0.9958600000000001,3.21,0.59,12.1,7
1059 | 7.6,0.42,0.25,3.9,0.10400000000000001,28.0,90.0,0.99784,3.15,0.57,9.1,5
1060 | 9.9,0.53,0.57,2.4,0.09300000000000001,30.0,52.0,0.9971,3.19,0.76,11.6,7
1061 | 8.9,0.48,0.53,4.0,0.10099999999999999,3.0,10.0,0.9958600000000001,3.21,0.59,12.1,7
1062 | 11.6,0.23,0.57,1.8,0.07400000000000001,3.0,8.0,0.9981,3.14,0.7,9.9,6
1063 | 9.1,0.4,0.5,1.8,0.071,7.0,16.0,0.9946200000000001,3.21,0.69,12.5,8
1064 | 8.0,0.38,0.44,1.9,0.098,6.0,15.0,0.9956,3.3,0.64,11.4,6
1065 | 10.2,0.29,0.65,2.4,0.075,6.0,17.0,0.99565,3.22,0.63,11.8,6
1066 | 8.2,0.74,0.09,2.0,0.067,5.0,10.0,0.99418,3.28,0.57,11.8,6
1067 | 7.7,0.61,0.18,2.4,0.083,6.0,20.0,0.9963,3.29,0.6,10.2,6
1068 | 6.6,0.52,0.08,2.4,0.07,13.0,26.0,0.9935799999999999,3.4,0.72,12.5,7
1069 | 11.1,0.31,0.53,2.2,0.06,3.0,10.0,0.99572,3.02,0.83,10.9,7
1070 | 11.1,0.31,0.53,2.2,0.06,3.0,10.0,0.99572,3.02,0.83,10.9,7
1071 | 8.0,0.62,0.35,2.8,0.086,28.0,52.0,0.997,3.31,0.62,10.8,5
1072 | 9.3,0.33,0.45,1.5,0.057,19.0,37.0,0.99498,3.18,0.89,11.1,7
1073 | 7.5,0.77,0.2,8.1,0.098,30.0,92.0,0.99892,3.2,0.58,9.2,5
1074 | 7.2,0.35,0.26,1.8,0.083,33.0,75.0,0.9968,3.4,0.58,9.5,6
1075 | 8.0,0.62,0.33,2.7,0.08800000000000001,16.0,37.0,0.9972,3.31,0.58,10.7,6
1076 | 7.5,0.77,0.2,8.1,0.098,30.0,92.0,0.99892,3.2,0.58,9.2,5
1077 | 9.1,0.25,0.34,2.0,0.071,45.0,67.0,0.99769,3.44,0.86,10.2,7
1078 | 9.9,0.32,0.56,2.0,0.073,3.0,8.0,0.99534,3.15,0.73,11.4,6
1079 | 8.6,0.37,0.65,6.4,0.08,3.0,8.0,0.9981700000000001,3.27,0.58,11.0,5
1080 | 8.6,0.37,0.65,6.4,0.08,3.0,8.0,0.9981700000000001,3.27,0.58,11.0,5
1081 | 7.9,0.3,0.68,8.3,0.05,37.5,278.0,0.99316,3.01,0.51,12.3,7
1082 | 10.3,0.27,0.56,1.4,0.047,3.0,8.0,0.99471,3.16,0.51,11.8,6
1083 | 7.9,0.3,0.68,8.3,0.05,37.5,289.0,0.99316,3.01,0.51,12.3,7
1084 | 7.2,0.38,0.3,1.8,0.073,31.0,70.0,0.99685,3.42,0.59,9.5,6
1085 | 8.7,0.42,0.45,2.4,0.07200000000000001,32.0,59.0,0.9961700000000001,3.33,0.77,12.0,6
1086 | 7.2,0.38,0.3,1.8,0.073,31.0,70.0,0.99685,3.42,0.59,9.5,6
1087 | 6.8,0.48,0.08,1.8,0.07400000000000001,40.0,64.0,0.99529,3.12,0.49,9.6,5
1088 | 8.5,0.34,0.4,4.7,0.055,3.0,9.0,0.9973799999999999,3.38,0.66,11.6,7
1089 | 7.9,0.19,0.42,1.6,0.057,18.0,30.0,0.9940000000000001,3.29,0.69,11.2,6
1090 | 11.6,0.41,0.54,1.5,0.095,22.0,41.0,0.99735,3.02,0.76,9.9,7
1091 | 11.6,0.41,0.54,1.5,0.095,22.0,41.0,0.99735,3.02,0.76,9.9,7
1092 | 10.0,0.26,0.54,1.9,0.083,42.0,74.0,0.99451,2.98,0.63,11.8,8
1093 | 7.9,0.34,0.42,2.0,0.086,8.0,19.0,0.99546,3.35,0.6,11.4,6
1094 | 7.0,0.54,0.09,2.0,0.081,10.0,16.0,0.99479,3.43,0.59,11.5,6
1095 | 9.2,0.31,0.36,2.2,0.079,11.0,31.0,0.99615,3.33,0.86,12.0,7
1096 | 6.6,0.725,0.09,5.5,0.11699999999999999,9.0,17.0,0.99655,3.35,0.49,10.8,6
1097 | 9.4,0.4,0.47,2.5,0.087,6.0,20.0,0.99772,3.15,0.5,10.5,5
1098 | 6.6,0.725,0.09,5.5,0.11699999999999999,9.0,17.0,0.99655,3.35,0.49,10.8,6
1099 | 8.6,0.52,0.38,1.5,0.096,5.0,18.0,0.99666,3.2,0.52,9.4,5
1100 | 8.0,0.31,0.45,2.1,0.21600000000000003,5.0,16.0,0.9935799999999999,3.15,0.81,12.5,7
1101 | 8.6,0.52,0.38,1.5,0.096,5.0,18.0,0.99666,3.2,0.52,9.4,5
1102 | 8.4,0.34,0.42,2.1,0.07200000000000001,23.0,36.0,0.99392,3.11,0.78,12.4,6
1103 | 7.4,0.49,0.27,2.1,0.071,14.0,25.0,0.9938799999999999,3.35,0.63,12.0,6
1104 | 6.1,0.48,0.09,1.7,0.078,18.0,30.0,0.9940200000000001,3.45,0.54,11.2,6
1105 | 7.4,0.49,0.27,2.1,0.071,14.0,25.0,0.9938799999999999,3.35,0.63,12.0,6
1106 | 8.0,0.48,0.34,2.2,0.073,16.0,25.0,0.9936,3.28,0.66,12.4,6
1107 | 6.3,0.57,0.28,2.1,0.048,13.0,49.0,0.99374,3.41,0.6,12.8,5
1108 | 8.2,0.23,0.42,1.9,0.069,9.0,17.0,0.9937600000000001,3.21,0.54,12.3,6
1109 | 9.1,0.3,0.41,2.0,0.068,10.0,24.0,0.99523,3.27,0.85,11.7,7
1110 | 8.1,0.78,0.1,3.3,0.09,4.0,13.0,0.99855,3.36,0.49,9.5,5
1111 | 10.8,0.47,0.43,2.1,0.171,27.0,66.0,0.9982,3.17,0.76,10.8,6
1112 | 8.3,0.53,0.0,1.4,0.07,6.0,14.0,0.99593,3.25,0.64,10.0,6
1113 | 5.4,0.42,0.27,2.0,0.092,23.0,55.0,0.99471,3.78,0.64,12.3,7
1114 | 7.9,0.33,0.41,1.5,0.055999999999999994,6.0,35.0,0.9939600000000001,3.29,0.71,11.0,6
1115 | 8.9,0.24,0.39,1.6,0.07400000000000001,3.0,10.0,0.99698,3.12,0.59,9.5,6
1116 | 5.0,0.4,0.5,4.3,0.046,29.0,80.0,0.9902,3.49,0.66,13.6,6
1117 | 7.0,0.69,0.07,2.5,0.091,15.0,21.0,0.99572,3.38,0.6,11.3,6
1118 | 7.0,0.69,0.07,2.5,0.091,15.0,21.0,0.99572,3.38,0.6,11.3,6
1119 | 7.0,0.69,0.07,2.5,0.091,15.0,21.0,0.99572,3.38,0.6,11.3,6
1120 | 7.1,0.39,0.12,2.1,0.065,14.0,24.0,0.9925200000000001,3.3,0.53,13.3,6
1121 | 5.6,0.66,0.0,2.5,0.066,7.0,15.0,0.99256,3.52,0.58,12.9,5
1122 | 7.9,0.54,0.34,2.5,0.076,8.0,17.0,0.99235,3.2,0.72,13.1,8
1123 | 6.6,0.5,0.0,1.8,0.062,21.0,28.0,0.9935200000000001,3.44,0.55,12.3,6
1124 | 6.3,0.47,0.0,1.4,0.055,27.0,33.0,0.9922,3.45,0.48,12.3,6
1125 | 10.7,0.4,0.37,1.9,0.081,17.0,29.0,0.99674,3.12,0.65,11.2,6
1126 | 6.5,0.58,0.0,2.2,0.096,3.0,13.0,0.9955700000000001,3.62,0.62,11.5,4
1127 | 8.8,0.24,0.35,1.7,0.055,13.0,27.0,0.9939399999999999,3.14,0.59,11.3,7
1128 | 5.8,0.29,0.26,1.7,0.063,3.0,11.0,0.9915,3.39,0.54,13.5,6
1129 | 6.3,0.76,0.0,2.9,0.07200000000000001,26.0,52.0,0.99379,3.51,0.6,11.5,6
1130 | 10.0,0.43,0.33,2.7,0.095,28.0,89.0,0.9984,3.22,0.68,10.0,5
1131 | 10.5,0.43,0.35,3.3,0.092,24.0,70.0,0.99798,3.21,0.69,10.5,6
1132 | 9.1,0.6,0.0,1.9,0.057999999999999996,5.0,10.0,0.9977,3.18,0.63,10.4,6
1133 | 5.9,0.19,0.21,1.7,0.045,57.0,135.0,0.99341,3.32,0.44,9.5,5
1134 | 7.4,0.36,0.34,1.8,0.075,18.0,38.0,0.9933,3.38,0.88,13.6,7
1135 | 7.2,0.48,0.07,5.5,0.08900000000000001,10.0,18.0,0.99684,3.37,0.68,11.2,7
1136 | 8.5,0.28,0.35,1.7,0.061,6.0,15.0,0.99524,3.3,0.74,11.8,7
1137 | 8.0,0.25,0.43,1.7,0.067,22.0,50.0,0.9946,3.38,0.6,11.9,6
1138 | 10.4,0.52,0.45,2.0,0.08,6.0,13.0,0.99774,3.22,0.76,11.4,6
1139 | 10.4,0.52,0.45,2.0,0.08,6.0,13.0,0.99774,3.22,0.76,11.4,6
1140 | 7.5,0.41,0.15,3.7,0.10400000000000001,29.0,94.0,0.9978600000000001,3.14,0.58,9.1,5
1141 | 8.2,0.51,0.24,2.0,0.079,16.0,86.0,0.99764,3.34,0.64,9.5,6
1142 | 7.3,0.4,0.3,1.7,0.08,33.0,79.0,0.9969,3.41,0.65,9.5,6
1143 | 8.2,0.38,0.32,2.5,0.08,24.0,71.0,0.99624,3.27,0.85,11.0,6
1144 | 6.9,0.45,0.11,2.4,0.043,6.0,12.0,0.99354,3.3,0.65,11.4,6
1145 | 7.0,0.22,0.3,1.8,0.065,16.0,20.0,0.99672,3.61,0.82,10.0,6
1146 | 7.3,0.32,0.23,2.3,0.066,35.0,70.0,0.9958799999999999,3.43,0.62,10.1,5
1147 | 8.2,0.2,0.43,2.5,0.076,31.0,51.0,0.99672,3.53,0.81,10.4,6
1148 | 7.8,0.5,0.12,1.8,0.17800000000000002,6.0,21.0,0.996,3.28,0.87,9.8,6
1149 | 10.0,0.41,0.45,6.2,0.071,6.0,14.0,0.99702,3.21,0.49,11.8,7
1150 | 7.8,0.39,0.42,2.0,0.086,9.0,21.0,0.99526,3.39,0.66,11.6,6
1151 | 10.0,0.35,0.47,2.0,0.061,6.0,11.0,0.99585,3.23,0.52,12.0,6
1152 | 8.2,0.33,0.32,2.8,0.067,4.0,12.0,0.9947299999999999,3.3,0.76,12.8,7
1153 | 6.1,0.58,0.23,2.5,0.044000000000000004,16.0,70.0,0.9935200000000001,3.46,0.65,12.5,6
1154 | 8.3,0.6,0.25,2.2,0.11800000000000001,9.0,38.0,0.99616,3.15,0.53,9.8,5
1155 | 9.6,0.42,0.35,2.1,0.083,17.0,38.0,0.9962200000000001,3.23,0.66,11.1,6
1156 | 6.6,0.58,0.0,2.2,0.1,50.0,63.0,0.99544,3.59,0.68,11.4,6
1157 | 8.3,0.6,0.25,2.2,0.11800000000000001,9.0,38.0,0.99616,3.15,0.53,9.8,5
1158 | 8.5,0.18,0.51,1.75,0.071,45.0,88.0,0.99524,3.33,0.76,11.8,7
1159 | 5.1,0.51,0.18,2.1,0.042,16.0,101.0,0.9924,3.46,0.87,12.9,7
1160 | 6.7,0.41,0.43,2.8,0.076,22.0,54.0,0.99572,3.42,1.16,10.6,6
1161 | 10.2,0.41,0.43,2.2,0.11,11.0,37.0,0.9972799999999999,3.16,0.67,10.8,5
1162 | 10.6,0.36,0.57,2.3,0.087,6.0,20.0,0.9967600000000001,3.14,0.72,11.1,7
1163 | 8.8,0.45,0.43,1.4,0.076,12.0,21.0,0.99551,3.21,0.75,10.2,6
1164 | 8.5,0.32,0.42,2.3,0.075,12.0,19.0,0.99434,3.14,0.71,11.8,7
1165 | 9.0,0.785,0.24,1.7,0.078,10.0,21.0,0.99692,3.29,0.67,10.0,5
1166 | 9.0,0.785,0.24,1.7,0.078,10.0,21.0,0.99692,3.29,0.67,10.0,5
1167 | 8.5,0.44,0.5,1.9,0.369,15.0,38.0,0.99634,3.01,1.1,9.4,5
1168 | 9.9,0.54,0.26,2.0,0.111,7.0,60.0,0.9970899999999999,2.94,0.98,10.2,5
1169 | 8.2,0.33,0.39,2.5,0.07400000000000001,29.0,48.0,0.9952799999999999,3.32,0.88,12.4,7
1170 | 6.5,0.34,0.27,2.8,0.067,8.0,44.0,0.99384,3.21,0.56,12.0,6
1171 | 7.6,0.5,0.29,2.3,0.086,5.0,14.0,0.9950200000000001,3.32,0.62,11.5,6
1172 | 9.2,0.36,0.34,1.6,0.062,5.0,12.0,0.9966700000000001,3.2,0.67,10.5,6
1173 | 7.1,0.59,0.0,2.2,0.078,26.0,44.0,0.9952200000000001,3.42,0.68,10.8,6
1174 | 9.7,0.42,0.46,2.1,0.07400000000000001,5.0,16.0,0.99649,3.27,0.74,12.3,6
1175 | 7.6,0.36,0.31,1.7,0.079,26.0,65.0,0.99716,3.46,0.62,9.5,6
1176 | 7.6,0.36,0.31,1.7,0.079,26.0,65.0,0.99716,3.46,0.62,9.5,6
1177 | 6.5,0.61,0.0,2.2,0.095,48.0,59.0,0.99541,3.61,0.7,11.5,6
1178 | 6.5,0.88,0.03,5.6,0.079,23.0,47.0,0.99572,3.58,0.5,11.2,4
1179 | 7.1,0.66,0.0,2.4,0.052000000000000005,6.0,11.0,0.99318,3.35,0.66,12.7,7
1180 | 5.6,0.915,0.0,2.1,0.040999999999999995,17.0,78.0,0.99346,3.68,0.73,11.4,5
1181 | 8.2,0.35,0.33,2.4,0.076,11.0,47.0,0.9959899999999999,3.27,0.81,11.0,6
1182 | 8.2,0.35,0.33,2.4,0.076,11.0,47.0,0.9959899999999999,3.27,0.81,11.0,6
1183 | 9.8,0.39,0.43,1.65,0.068,5.0,11.0,0.9947799999999999,3.19,0.46,11.4,5
1184 | 10.2,0.4,0.4,2.5,0.068,41.0,54.0,0.99754,3.38,0.86,10.5,6
1185 | 6.8,0.66,0.07,1.6,0.07,16.0,61.0,0.99572,3.29,0.6,9.3,5
1186 | 6.7,0.64,0.23,2.1,0.08,11.0,119.0,0.9953799999999999,3.36,0.7,10.9,5
1187 | 7.0,0.43,0.3,2.0,0.085,6.0,39.0,0.99346,3.33,0.46,11.9,6
1188 | 6.6,0.8,0.03,7.8,0.079,6.0,12.0,0.9963,3.52,0.5,12.2,5
1189 | 7.0,0.43,0.3,2.0,0.085,6.0,39.0,0.99346,3.33,0.46,11.9,6
1190 | 6.7,0.64,0.23,2.1,0.08,11.0,119.0,0.9953799999999999,3.36,0.7,10.9,5
1191 | 8.8,0.955,0.05,1.8,0.075,5.0,19.0,0.99616,3.3,0.44,9.6,4
1192 | 9.1,0.4,0.57,4.6,0.08,6.0,20.0,0.9965200000000001,3.28,0.57,12.5,6
1193 | 6.5,0.885,0.0,2.3,0.166,6.0,12.0,0.99551,3.56,0.51,10.8,5
1194 | 7.2,0.25,0.37,2.5,0.063,11.0,41.0,0.99439,3.52,0.8,12.4,7
1195 | 6.4,0.885,0.0,2.3,0.166,6.0,12.0,0.99551,3.56,0.51,10.8,5
1196 | 7.0,0.745,0.12,1.8,0.114,15.0,64.0,0.9958799999999999,3.22,0.59,9.5,6
1197 | 6.2,0.43,0.22,1.8,0.078,21.0,56.0,0.9963299999999999,3.52,0.6,9.5,6
1198 | 7.9,0.58,0.23,2.3,0.076,23.0,94.0,0.9968600000000001,3.21,0.58,9.5,6
1199 | 7.7,0.57,0.21,1.5,0.069,4.0,9.0,0.9945799999999999,3.16,0.54,9.8,6
1200 | 7.7,0.26,0.26,2.0,0.052000000000000005,19.0,77.0,0.9951,3.15,0.79,10.9,6
1201 | 7.9,0.58,0.23,2.3,0.076,23.0,94.0,0.9968600000000001,3.21,0.58,9.5,6
1202 | 7.7,0.57,0.21,1.5,0.069,4.0,9.0,0.9945799999999999,3.16,0.54,9.8,6
1203 | 7.9,0.34,0.36,1.9,0.065,5.0,10.0,0.99419,3.27,0.54,11.2,7
1204 | 8.6,0.42,0.39,1.8,0.068,6.0,12.0,0.99516,3.35,0.69,11.7,8
1205 | 9.9,0.74,0.19,5.8,0.111,33.0,76.0,0.9987799999999999,3.14,0.55,9.4,5
1206 | 7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
1207 | 7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
1208 | 7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
1209 | 9.9,0.72,0.55,1.7,0.136,24.0,52.0,0.9975200000000001,3.35,0.94,10.0,5
1210 | 7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
1211 | 6.2,0.39,0.43,2.0,0.071,14.0,24.0,0.9942799999999999,3.45,0.87,11.2,7
1212 | 6.8,0.65,0.02,2.1,0.078,8.0,15.0,0.99498,3.35,0.62,10.4,6
1213 | 6.6,0.44,0.15,2.1,0.076,22.0,53.0,0.9957,3.32,0.62,9.3,5
1214 | 6.8,0.65,0.02,2.1,0.078,8.0,15.0,0.99498,3.35,0.62,10.4,6
1215 | 9.6,0.38,0.42,1.9,0.071,5.0,13.0,0.99659,3.15,0.75,10.5,6
1216 | 10.2,0.33,0.46,1.9,0.081,6.0,9.0,0.9962799999999999,3.1,0.48,10.4,6
1217 | 8.8,0.27,0.46,2.1,0.095,20.0,29.0,0.9948799999999999,3.26,0.56,11.3,6
1218 | 7.9,0.57,0.31,2.0,0.079,10.0,79.0,0.99677,3.29,0.69,9.5,6
1219 | 8.2,0.34,0.37,1.9,0.057,43.0,74.0,0.99408,3.23,0.81,12.0,6
1220 | 8.2,0.4,0.31,1.9,0.08199999999999999,8.0,24.0,0.996,3.24,0.69,10.6,6
1221 | 9.0,0.39,0.4,1.3,0.044000000000000004,25.0,50.0,0.9947799999999999,3.2,0.83,10.9,6
1222 | 10.9,0.32,0.52,1.8,0.132,17.0,44.0,0.99734,3.28,0.77,11.5,6
1223 | 10.9,0.32,0.52,1.8,0.132,17.0,44.0,0.99734,3.28,0.77,11.5,6
1224 | 8.1,0.53,0.22,2.2,0.078,33.0,89.0,0.9967799999999999,3.26,0.46,9.6,6
1225 | 10.5,0.36,0.47,2.2,0.07400000000000001,9.0,23.0,0.9963799999999999,3.23,0.76,12.0,6
1226 | 12.6,0.39,0.49,2.5,0.08,8.0,20.0,0.9992,3.07,0.82,10.3,6
1227 | 9.2,0.46,0.23,2.6,0.091,18.0,77.0,0.9992200000000001,3.15,0.51,9.4,5
1228 | 7.5,0.58,0.03,4.1,0.08,27.0,46.0,0.99592,3.02,0.47,9.2,5
1229 | 9.0,0.58,0.25,2.0,0.10400000000000001,8.0,21.0,0.99769,3.27,0.72,9.6,5
1230 | 5.1,0.42,0.0,1.8,0.044000000000000004,18.0,88.0,0.9915700000000001,3.68,0.73,13.6,7
1231 | 7.6,0.43,0.29,2.1,0.075,19.0,66.0,0.99718,3.4,0.64,9.5,5
1232 | 7.7,0.18,0.34,2.7,0.066,15.0,58.0,0.9947,3.37,0.78,11.8,6
1233 | 7.8,0.815,0.01,2.6,0.07400000000000001,48.0,90.0,0.99621,3.38,0.62,10.8,5
1234 | 7.6,0.43,0.29,2.1,0.075,19.0,66.0,0.99718,3.4,0.64,9.5,5
1235 | 10.2,0.23,0.37,2.2,0.057,14.0,36.0,0.9961399999999999,3.23,0.49,9.3,4
1236 | 7.1,0.75,0.01,2.2,0.059000000000000004,11.0,18.0,0.9924200000000001,3.39,0.4,12.8,6
1237 | 6.0,0.33,0.32,12.9,0.054000000000000006,6.0,113.0,0.99572,3.3,0.56,11.5,4
1238 | 7.8,0.55,0.0,1.7,0.07,7.0,17.0,0.99659,3.26,0.64,9.4,6
1239 | 7.1,0.75,0.01,2.2,0.059000000000000004,11.0,18.0,0.9924200000000001,3.39,0.4,12.8,6
1240 | 8.1,0.73,0.0,2.5,0.081,12.0,24.0,0.99798,3.38,0.46,9.6,4
1241 | 6.5,0.67,0.0,4.3,0.057,11.0,20.0,0.9948799999999999,3.45,0.56,11.8,4
1242 | 7.5,0.61,0.2,1.7,0.076,36.0,60.0,0.9949399999999999,3.1,0.4,9.3,5
1243 | 9.8,0.37,0.39,2.5,0.079,28.0,65.0,0.99729,3.16,0.59,9.8,5
1244 | 9.0,0.4,0.41,2.0,0.057999999999999996,15.0,40.0,0.9941399999999999,3.22,0.6,12.2,6
1245 | 8.3,0.56,0.22,2.4,0.08199999999999999,10.0,86.0,0.9983,3.37,0.62,9.5,5
1246 | 5.9,0.29,0.25,13.4,0.067,72.0,160.0,0.99721,3.33,0.54,10.3,6
1247 | 7.4,0.55,0.19,1.8,0.08199999999999999,15.0,34.0,0.99655,3.49,0.68,10.5,5
1248 | 7.4,0.74,0.07,1.7,0.086,15.0,48.0,0.9950200000000001,3.12,0.48,10.0,5
1249 | 7.4,0.55,0.19,1.8,0.08199999999999999,15.0,34.0,0.99655,3.49,0.68,10.5,5
1250 | 6.9,0.41,0.33,2.2,0.081,22.0,36.0,0.9949,3.41,0.75,11.1,6
1251 | 7.1,0.6,0.01,2.3,0.079,24.0,37.0,0.9951399999999999,3.4,0.61,10.9,6
1252 | 7.1,0.6,0.01,2.3,0.079,24.0,37.0,0.9951399999999999,3.4,0.61,10.9,6
1253 | 7.5,0.58,0.14,2.2,0.077,27.0,60.0,0.9963,3.28,0.59,9.8,5
1254 | 7.1,0.72,0.0,1.8,0.12300000000000001,6.0,14.0,0.9962700000000001,3.45,0.58,9.8,5
1255 | 7.9,0.66,0.0,1.4,0.096,6.0,13.0,0.99569,3.43,0.58,9.5,5
1256 | 7.8,0.7,0.06,1.9,0.079,20.0,35.0,0.9962799999999999,3.4,0.69,10.9,5
1257 | 6.1,0.64,0.02,2.4,0.069,26.0,46.0,0.9935799999999999,3.47,0.45,11.0,5
1258 | 7.5,0.59,0.22,1.8,0.08199999999999999,43.0,60.0,0.9949899999999999,3.1,0.42,9.2,5
1259 | 7.0,0.58,0.28,4.8,0.085,12.0,69.0,0.9963299999999999,3.32,0.7,11.0,6
1260 | 6.8,0.64,0.0,2.7,0.12300000000000001,15.0,33.0,0.9953799999999999,3.44,0.63,11.3,6
1261 | 6.8,0.64,0.0,2.7,0.12300000000000001,15.0,33.0,0.9953799999999999,3.44,0.63,11.3,6
1262 | 8.6,0.635,0.68,1.8,0.40299999999999997,19.0,56.0,0.9963200000000001,3.02,1.15,9.3,5
1263 | 6.3,1.02,0.0,2.0,0.083,17.0,24.0,0.9943700000000001,3.59,0.55,11.2,4
1264 | 9.8,0.45,0.38,2.5,0.081,34.0,66.0,0.99726,3.15,0.58,9.8,5
1265 | 8.2,0.78,0.0,2.2,0.08900000000000001,13.0,26.0,0.9978,3.37,0.46,9.6,4
1266 | 8.5,0.37,0.32,1.8,0.066,26.0,51.0,0.99456,3.38,0.72,11.8,6
1267 | 7.2,0.57,0.05,2.3,0.081,16.0,36.0,0.99564,3.38,0.6,10.3,6
1268 | 7.2,0.57,0.05,2.3,0.081,16.0,36.0,0.99564,3.38,0.6,10.3,6
1269 | 10.4,0.43,0.5,2.3,0.068,13.0,19.0,0.996,3.1,0.87,11.4,6
1270 | 6.9,0.41,0.31,2.0,0.079,21.0,51.0,0.9966799999999999,3.47,0.55,9.5,6
1271 | 5.5,0.49,0.03,1.8,0.044000000000000004,28.0,87.0,0.9908,3.5,0.82,14.0,8
1272 | 5.0,0.38,0.01,1.6,0.048,26.0,60.0,0.9908399999999999,3.7,0.75,14.0,6
1273 | 7.3,0.44,0.2,1.6,0.049,24.0,64.0,0.9935,3.38,0.57,11.7,6
1274 | 5.9,0.46,0.0,1.9,0.077,25.0,44.0,0.99385,3.5,0.53,11.2,5
1275 | 7.5,0.58,0.2,2.0,0.073,34.0,44.0,0.9949399999999999,3.1,0.43,9.3,5
1276 | 7.8,0.58,0.13,2.1,0.102,17.0,36.0,0.9944,3.24,0.53,11.2,6
1277 | 8.0,0.715,0.22,2.3,0.075,13.0,81.0,0.9968799999999999,3.24,0.54,9.5,6
1278 | 8.5,0.4,0.4,6.3,0.05,3.0,10.0,0.99566,3.28,0.56,12.0,4
1279 | 7.0,0.69,0.0,1.9,0.114,3.0,10.0,0.99636,3.35,0.6,9.7,6
1280 | 8.0,0.715,0.22,2.3,0.075,13.0,81.0,0.9968799999999999,3.24,0.54,9.5,6
1281 | 9.8,0.3,0.39,1.7,0.062,3.0,9.0,0.9948,3.14,0.57,11.5,7
1282 | 7.1,0.46,0.2,1.9,0.077,28.0,54.0,0.9956,3.37,0.64,10.4,6
1283 | 7.1,0.46,0.2,1.9,0.077,28.0,54.0,0.9956,3.37,0.64,10.4,6
1284 | 7.9,0.765,0.0,2.0,0.084,9.0,22.0,0.9961899999999999,3.33,0.68,10.9,6
1285 | 8.7,0.63,0.28,2.7,0.096,17.0,69.0,0.99734,3.26,0.63,10.2,6
1286 | 7.0,0.42,0.19,2.3,0.071,18.0,36.0,0.9947600000000001,3.39,0.56,10.9,5
1287 | 11.3,0.37,0.5,1.8,0.09,20.0,47.0,0.99734,3.15,0.57,10.5,5
1288 | 7.1,0.16,0.44,2.5,0.068,17.0,31.0,0.9932799999999999,3.35,0.54,12.4,6
1289 | 8.0,0.6,0.08,2.6,0.055999999999999994,3.0,7.0,0.9928600000000001,3.22,0.37,13.0,5
1290 | 7.0,0.6,0.3,4.5,0.068,20.0,110.0,0.9991399999999999,3.3,1.17,10.2,5
1291 | 7.0,0.6,0.3,4.5,0.068,20.0,110.0,0.9991399999999999,3.3,1.17,10.2,5
1292 | 7.6,0.74,0.0,1.9,0.1,6.0,12.0,0.99521,3.36,0.59,11.0,5
1293 | 8.2,0.635,0.1,2.1,0.073,25.0,60.0,0.9963799999999999,3.29,0.75,10.9,6
1294 | 5.9,0.395,0.13,2.4,0.055999999999999994,14.0,28.0,0.9936200000000001,3.62,0.67,12.4,6
1295 | 7.5,0.755,0.0,1.9,0.084,6.0,12.0,0.99672,3.34,0.49,9.7,4
1296 | 8.2,0.635,0.1,2.1,0.073,25.0,60.0,0.9963799999999999,3.29,0.75,10.9,6
1297 | 6.6,0.63,0.0,4.3,0.09300000000000001,51.0,77.5,0.9955799999999999,3.2,0.45,9.5,5
1298 | 6.6,0.63,0.0,4.3,0.09300000000000001,51.0,77.5,0.9955799999999999,3.2,0.45,9.5,5
1299 | 7.2,0.53,0.14,2.1,0.064,15.0,29.0,0.99323,3.35,0.61,12.1,6
1300 | 5.7,0.6,0.0,1.4,0.063,11.0,18.0,0.9919100000000001,3.45,0.56,12.2,6
1301 | 7.6,1.58,0.0,2.1,0.13699999999999998,5.0,9.0,0.9947600000000001,3.5,0.4,10.9,3
1302 | 5.2,0.645,0.0,2.15,0.08,15.0,28.0,0.99444,3.78,0.61,12.5,6
1303 | 6.7,0.86,0.07,2.0,0.1,20.0,57.0,0.99598,3.6,0.74,11.7,6
1304 | 9.1,0.37,0.32,2.1,0.064,4.0,15.0,0.9957600000000001,3.3,0.8,11.2,6
1305 | 8.0,0.28,0.44,1.8,0.081,28.0,68.0,0.9950100000000001,3.36,0.66,11.2,5
1306 | 7.6,0.79,0.21,2.3,0.087,21.0,68.0,0.9955,3.12,0.44,9.2,5
1307 | 7.5,0.61,0.26,1.9,0.073,24.0,88.0,0.9961200000000001,3.3,0.53,9.8,5
1308 | 9.7,0.69,0.32,2.5,0.08800000000000001,22.0,91.0,0.9979,3.29,0.62,10.1,5
1309 | 6.8,0.68,0.09,3.9,0.068,15.0,29.0,0.99524,3.41,0.52,11.1,4
1310 | 9.7,0.69,0.32,2.5,0.08800000000000001,22.0,91.0,0.9979,3.29,0.62,10.1,5
1311 | 7.0,0.62,0.1,1.4,0.071,27.0,63.0,0.996,3.28,0.61,9.2,5
1312 | 7.5,0.61,0.26,1.9,0.073,24.0,88.0,0.9961200000000001,3.3,0.53,9.8,5
1313 | 6.5,0.51,0.15,3.0,0.064,12.0,27.0,0.9929,3.33,0.59,12.8,6
1314 | 8.0,1.18,0.21,1.9,0.083,14.0,41.0,0.9953200000000001,3.34,0.47,10.5,5
1315 | 7.0,0.36,0.21,2.3,0.086,20.0,65.0,0.9955799999999999,3.4,0.54,10.1,6
1316 | 7.0,0.36,0.21,2.4,0.086,24.0,69.0,0.99556,3.4,0.53,10.1,6
1317 | 7.5,0.63,0.27,2.0,0.083,17.0,91.0,0.99616,3.26,0.58,9.8,6
1318 | 5.4,0.74,0.0,1.2,0.040999999999999995,16.0,46.0,0.9925799999999999,4.01,0.59,12.5,6
1319 | 9.9,0.44,0.46,2.2,0.091,10.0,41.0,0.9963799999999999,3.18,0.69,11.9,6
1320 | 7.5,0.63,0.27,2.0,0.083,17.0,91.0,0.99616,3.26,0.58,9.8,6
1321 | 9.1,0.76,0.68,1.7,0.414,18.0,64.0,0.9965200000000001,2.9,1.33,9.1,6
1322 | 9.7,0.66,0.34,2.6,0.094,12.0,88.0,0.9979600000000001,3.26,0.66,10.1,5
1323 | 5.0,0.74,0.0,1.2,0.040999999999999995,16.0,46.0,0.9925799999999999,4.01,0.59,12.5,6
1324 | 9.1,0.34,0.42,1.8,0.057999999999999996,9.0,18.0,0.99392,3.18,0.55,11.4,5
1325 | 9.1,0.36,0.39,1.8,0.06,21.0,55.0,0.99495,3.18,0.82,11.0,7
1326 | 6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
1327 | 6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
1328 | 6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
1329 | 6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
1330 | 6.5,0.52,0.11,1.8,0.073,13.0,38.0,0.9955,3.34,0.52,9.3,5
1331 | 7.4,0.6,0.26,2.1,0.083,17.0,91.0,0.99616,3.29,0.56,9.8,6
1332 | 7.4,0.6,0.26,2.1,0.083,17.0,91.0,0.99616,3.29,0.56,9.8,6
1333 | 7.8,0.87,0.26,3.8,0.107,31.0,67.0,0.9966799999999999,3.26,0.46,9.2,5
1334 | 8.4,0.39,0.1,1.7,0.075,6.0,25.0,0.9958100000000001,3.09,0.43,9.7,6
1335 | 9.1,0.775,0.22,2.2,0.079,12.0,48.0,0.9976,3.18,0.51,9.6,5
1336 | 7.2,0.835,0.0,2.0,0.166,4.0,11.0,0.99608,3.39,0.52,10.0,5
1337 | 6.6,0.58,0.02,2.4,0.069,19.0,40.0,0.99387,3.38,0.66,12.6,6
1338 | 6.0,0.5,0.0,1.4,0.057,15.0,26.0,0.9944799999999999,3.36,0.45,9.5,5
1339 | 6.0,0.5,0.0,1.4,0.057,15.0,26.0,0.9944799999999999,3.36,0.45,9.5,5
1340 | 6.0,0.5,0.0,1.4,0.057,15.0,26.0,0.9944799999999999,3.36,0.45,9.5,5
1341 | 7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
1342 | 7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
1343 | 7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
1344 | 7.6,0.54,0.02,1.7,0.085,17.0,31.0,0.9958899999999999,3.37,0.51,10.4,6
1345 | 7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
1346 | 11.5,0.42,0.48,2.6,0.077,8.0,20.0,0.9985200000000001,3.09,0.53,11.0,5
1347 | 8.2,0.44,0.24,2.3,0.063,10.0,28.0,0.99613,3.25,0.53,10.2,6
1348 | 6.1,0.59,0.01,2.1,0.055999999999999994,5.0,13.0,0.99472,3.52,0.56,11.4,5
1349 | 7.2,0.655,0.03,1.8,0.078,7.0,12.0,0.99587,3.34,0.39,9.5,5
1350 | 7.2,0.655,0.03,1.8,0.078,7.0,12.0,0.99587,3.34,0.39,9.5,5
1351 | 6.9,0.57,0.0,2.8,0.081,21.0,41.0,0.99518,3.41,0.52,10.8,5
1352 | 9.0,0.6,0.29,2.0,0.069,32.0,73.0,0.99654,3.34,0.57,10.0,5
1353 | 7.2,0.62,0.01,2.3,0.065,8.0,46.0,0.9933200000000001,3.32,0.51,11.8,6
1354 | 7.6,0.645,0.03,1.9,0.086,14.0,57.0,0.9969,3.37,0.46,10.3,5
1355 | 7.6,0.645,0.03,1.9,0.086,14.0,57.0,0.9969,3.37,0.46,10.3,5
1356 | 7.2,0.58,0.03,2.3,0.077,7.0,28.0,0.9956799999999999,3.35,0.52,10.0,5
1357 | 6.1,0.32,0.25,1.8,0.086,5.0,32.0,0.99464,3.36,0.44,10.1,5
1358 | 6.1,0.34,0.25,1.8,0.084,4.0,28.0,0.99464,3.36,0.44,10.1,5
1359 | 7.3,0.43,0.24,2.5,0.078,27.0,67.0,0.9964799999999999,3.6,0.59,11.1,6
1360 | 7.4,0.64,0.17,5.4,0.168,52.0,98.0,0.99736,3.28,0.5,9.5,5
1361 | 11.6,0.475,0.4,1.4,0.091,6.0,28.0,0.9970399999999999,3.07,0.65,10.0333333333333,6
1362 | 9.2,0.54,0.31,2.3,0.11199999999999999,11.0,38.0,0.9969899999999999,3.24,0.56,10.9,5
1363 | 8.3,0.85,0.14,2.5,0.09300000000000001,13.0,54.0,0.99724,3.36,0.54,10.1,5
1364 | 11.6,0.475,0.4,1.4,0.091,6.0,28.0,0.9970399999999999,3.07,0.65,10.0333333333333,6
1365 | 8.0,0.83,0.27,2.0,0.08,11.0,63.0,0.9965200000000001,3.29,0.48,9.8,4
1366 | 7.2,0.605,0.02,1.9,0.096,10.0,31.0,0.995,3.46,0.53,11.8,6
1367 | 7.8,0.5,0.09,2.2,0.115,10.0,42.0,0.9971,3.18,0.62,9.5,5
1368 | 7.3,0.74,0.08,1.7,0.094,10.0,45.0,0.9957600000000001,3.24,0.5,9.8,5
1369 | 6.9,0.54,0.3,2.2,0.08800000000000001,9.0,105.0,0.99725,3.25,1.18,10.5,6
1370 | 8.0,0.77,0.32,2.1,0.079,16.0,74.0,0.99656,3.27,0.5,9.8,6
1371 | 6.6,0.61,0.0,1.6,0.069,4.0,8.0,0.9939600000000001,3.33,0.37,10.4,4
1372 | 8.7,0.78,0.51,1.7,0.415,12.0,66.0,0.99623,3.0,1.17,9.2,5
1373 | 7.5,0.58,0.56,3.1,0.153,5.0,14.0,0.9947600000000001,3.21,1.03,11.6,6
1374 | 8.7,0.78,0.51,1.7,0.415,12.0,66.0,0.99623,3.0,1.17,9.2,5
1375 | 7.7,0.75,0.27,3.8,0.11,34.0,89.0,0.99664,3.24,0.45,9.3,5
1376 | 6.8,0.815,0.0,1.2,0.267,16.0,29.0,0.99471,3.32,0.51,9.8,3
1377 | 7.2,0.56,0.26,2.0,0.083,13.0,100.0,0.9958600000000001,3.26,0.52,9.9,5
1378 | 8.2,0.885,0.2,1.4,0.086,7.0,31.0,0.9946,3.11,0.46,10.0,5
1379 | 5.2,0.49,0.26,2.3,0.09,23.0,74.0,0.9953,3.71,0.62,12.2,6
1380 | 7.2,0.45,0.15,2.0,0.078,10.0,28.0,0.9960899999999999,3.29,0.51,9.9,6
1381 | 7.5,0.57,0.02,2.6,0.077,11.0,35.0,0.9955700000000001,3.36,0.62,10.8,6
1382 | 7.5,0.57,0.02,2.6,0.077,11.0,35.0,0.9955700000000001,3.36,0.62,10.8,6
1383 | 6.8,0.83,0.09,1.8,0.07400000000000001,4.0,25.0,0.99534,3.38,0.45,9.6,5
1384 | 8.0,0.6,0.22,2.1,0.08,25.0,105.0,0.99613,3.3,0.49,9.9,5
1385 | 8.0,0.6,0.22,2.1,0.08,25.0,105.0,0.99613,3.3,0.49,9.9,5
1386 | 7.1,0.755,0.15,1.8,0.107,20.0,84.0,0.99593,3.19,0.5,9.5,5
1387 | 8.0,0.81,0.25,3.4,0.076,34.0,85.0,0.9966799999999999,3.19,0.42,9.2,5
1388 | 7.4,0.64,0.07,1.8,0.1,8.0,23.0,0.9961,3.3,0.58,9.6,5
1389 | 7.4,0.64,0.07,1.8,0.1,8.0,23.0,0.9961,3.3,0.58,9.6,5
1390 | 6.6,0.64,0.31,6.1,0.083,7.0,49.0,0.99718,3.35,0.68,10.3,5
1391 | 6.7,0.48,0.02,2.2,0.08,36.0,111.0,0.99524,3.1,0.53,9.7,5
1392 | 6.0,0.49,0.0,2.3,0.068,15.0,33.0,0.99292,3.58,0.59,12.5,6
1393 | 8.0,0.64,0.22,2.4,0.094,5.0,33.0,0.9961200000000001,3.37,0.58,11.0,5
1394 | 7.1,0.62,0.06,1.3,0.07,5.0,12.0,0.9942,3.17,0.48,9.8,5
1395 | 8.0,0.52,0.25,2.0,0.078,19.0,59.0,0.9961200000000001,3.3,0.48,10.2,5
1396 | 6.4,0.57,0.14,3.9,0.07,27.0,73.0,0.99669,3.32,0.48,9.2,5
1397 | 8.6,0.685,0.1,1.6,0.092,3.0,12.0,0.99745,3.31,0.65,9.55,6
1398 | 8.7,0.675,0.1,1.6,0.09,4.0,11.0,0.99745,3.31,0.65,9.55,5
1399 | 7.3,0.59,0.26,2.0,0.08,17.0,104.0,0.99584,3.28,0.52,9.9,5
1400 | 7.0,0.6,0.12,2.2,0.083,13.0,28.0,0.9966,3.52,0.62,10.2,7
1401 | 7.2,0.67,0.0,2.2,0.068,10.0,24.0,0.9956,3.42,0.72,11.1,6
1402 | 7.9,0.69,0.21,2.1,0.08,33.0,141.0,0.9962,3.25,0.51,9.9,5
1403 | 7.9,0.69,0.21,2.1,0.08,33.0,141.0,0.9962,3.25,0.51,9.9,5
1404 | 7.6,0.3,0.42,2.0,0.052000000000000005,6.0,24.0,0.9963,3.44,0.82,11.9,6
1405 | 7.2,0.33,0.33,1.7,0.061,3.0,13.0,0.996,3.23,1.1,10.0,8
1406 | 8.0,0.5,0.39,2.6,0.08199999999999999,12.0,46.0,0.9985,3.43,0.62,10.7,6
1407 | 7.7,0.28,0.3,2.0,0.062,18.0,34.0,0.9952,3.28,0.9,11.3,7
1408 | 8.2,0.24,0.34,5.1,0.062,8.0,22.0,0.9974,3.22,0.94,10.9,6
1409 | 6.0,0.51,0.0,2.1,0.064,40.0,54.0,0.995,3.54,0.93,10.7,6
1410 | 8.1,0.29,0.36,2.2,0.048,35.0,53.0,0.995,3.27,1.01,12.4,7
1411 | 6.0,0.51,0.0,2.1,0.064,40.0,54.0,0.995,3.54,0.93,10.7,6
1412 | 6.6,0.96,0.0,1.8,0.08199999999999999,5.0,16.0,0.9936,3.5,0.44,11.9,6
1413 | 6.4,0.47,0.4,2.4,0.071,8.0,19.0,0.9963,3.56,0.73,10.6,6
1414 | 8.2,0.24,0.34,5.1,0.062,8.0,22.0,0.9974,3.22,0.94,10.9,6
1415 | 9.9,0.57,0.25,2.0,0.10400000000000001,12.0,89.0,0.9963,3.04,0.9,10.1,5
1416 | 10.0,0.32,0.59,2.2,0.077,3.0,15.0,0.9994,3.2,0.78,9.6,5
1417 | 6.2,0.58,0.0,1.6,0.065,8.0,18.0,0.9966,3.56,0.84,9.4,5
1418 | 10.0,0.32,0.59,2.2,0.077,3.0,15.0,0.9994,3.2,0.78,9.6,5
1419 | 7.3,0.34,0.33,2.5,0.064,21.0,37.0,0.9952,3.35,0.77,12.1,7
1420 | 7.8,0.53,0.01,1.6,0.077,3.0,19.0,0.995,3.16,0.46,9.8,5
1421 | 7.7,0.64,0.21,2.2,0.077,32.0,133.0,0.9956,3.27,0.45,9.9,5
1422 | 7.8,0.53,0.01,1.6,0.077,3.0,19.0,0.995,3.16,0.46,9.8,5
1423 | 7.5,0.4,0.18,1.6,0.079,24.0,58.0,0.9965,3.34,0.58,9.4,5
1424 | 7.0,0.54,0.0,2.1,0.079,39.0,55.0,0.9956,3.39,0.84,11.4,6
1425 | 6.4,0.53,0.09,3.9,0.12300000000000001,14.0,31.0,0.9968,3.5,0.67,11.0,4
1426 | 8.3,0.26,0.37,1.4,0.076,8.0,23.0,0.9974,3.26,0.7,9.6,6
1427 | 8.3,0.26,0.37,1.4,0.076,8.0,23.0,0.9974,3.26,0.7,9.6,6
1428 | 7.7,0.23,0.37,1.8,0.046,23.0,60.0,0.9971,3.41,0.71,12.1,6
1429 | 7.6,0.41,0.33,2.5,0.078,6.0,23.0,0.9957,3.3,0.58,11.2,5
1430 | 7.8,0.64,0.0,1.9,0.07200000000000001,27.0,55.0,0.9962,3.31,0.63,11.0,5
1431 | 7.9,0.18,0.4,2.2,0.049,38.0,67.0,0.996,3.33,0.93,11.3,5
1432 | 7.4,0.41,0.24,1.8,0.066,18.0,47.0,0.9956,3.37,0.62,10.4,5
1433 | 7.6,0.43,0.31,2.1,0.069,13.0,74.0,0.9958,3.26,0.54,9.9,6
1434 | 5.9,0.44,0.0,1.6,0.042,3.0,11.0,0.9944,3.48,0.85,11.7,6
1435 | 6.1,0.4,0.16,1.8,0.069,11.0,25.0,0.9955,3.42,0.74,10.1,7
1436 | 10.2,0.54,0.37,15.4,0.214,55.0,95.0,1.00369,3.18,0.77,9.0,6
1437 | 10.2,0.54,0.37,15.4,0.214,55.0,95.0,1.00369,3.18,0.77,9.0,6
1438 | 10.0,0.38,0.38,1.6,0.16899999999999998,27.0,90.0,0.9991399999999999,3.15,0.65,8.5,5
1439 | 6.8,0.915,0.29,4.8,0.07,15.0,39.0,0.99577,3.53,0.54,11.1,5
1440 | 7.0,0.59,0.0,1.7,0.052000000000000005,3.0,8.0,0.996,3.41,0.47,10.3,5
1441 | 7.3,0.67,0.02,2.2,0.07200000000000001,31.0,92.0,0.99566,3.32,0.68,11.066666666666698,6
1442 | 7.2,0.37,0.32,2.0,0.062,15.0,28.0,0.9947,3.23,0.73,11.3,7
1443 | 7.4,0.785,0.19,5.2,0.094,19.0,98.0,0.99713,3.16,0.52,9.56666666666667,6
1444 | 6.9,0.63,0.02,1.9,0.078,18.0,30.0,0.9971200000000001,3.4,0.75,9.8,5
1445 | 6.9,0.58,0.2,1.75,0.057999999999999996,8.0,22.0,0.9932200000000001,3.38,0.49,11.7,5
1446 | 7.3,0.67,0.02,2.2,0.07200000000000001,31.0,92.0,0.99566,3.32,0.68,11.1,6
1447 | 7.4,0.785,0.19,5.2,0.094,19.0,98.0,0.99713,3.16,0.52,9.6,6
1448 | 6.9,0.63,0.02,1.9,0.078,18.0,30.0,0.9971200000000001,3.4,0.75,9.8,5
1449 | 6.8,0.67,0.0,1.9,0.08,22.0,39.0,0.9970100000000001,3.4,0.74,9.7,5
1450 | 6.9,0.58,0.01,1.9,0.08,40.0,54.0,0.9968299999999999,3.4,0.73,9.7,5
1451 | 7.2,0.38,0.31,2.0,0.055999999999999994,15.0,29.0,0.99472,3.23,0.76,11.3,8
1452 | 7.2,0.37,0.32,2.0,0.062,15.0,28.0,0.9947,3.23,0.73,11.3,7
1453 | 7.8,0.32,0.44,2.7,0.10400000000000001,8.0,17.0,0.9973200000000001,3.33,0.78,11.0,7
1454 | 6.6,0.58,0.02,2.0,0.062,37.0,53.0,0.99374,3.35,0.76,11.6,7
1455 | 7.6,0.49,0.33,1.9,0.07400000000000001,27.0,85.0,0.9970600000000001,3.41,0.58,9.0,5
1456 | 11.7,0.45,0.63,2.2,0.073,7.0,23.0,0.99974,3.21,0.69,10.9,6
1457 | 6.5,0.9,0.0,1.6,0.052000000000000005,9.0,17.0,0.99467,3.5,0.63,10.9,6
1458 | 6.0,0.54,0.06,1.8,0.05,38.0,89.0,0.99236,3.3,0.5,10.55,6
1459 | 7.6,0.49,0.33,1.9,0.07400000000000001,27.0,85.0,0.9970600000000001,3.41,0.58,9.0,5
1460 | 8.4,0.29,0.4,1.7,0.067,8.0,20.0,0.99603,3.39,0.6,10.5,5
1461 | 7.9,0.2,0.35,1.7,0.054000000000000006,7.0,15.0,0.9945799999999999,3.32,0.8,11.9,7
1462 | 6.4,0.42,0.09,2.3,0.054000000000000006,34.0,64.0,0.99724,3.41,0.68,10.4,6
1463 | 6.2,0.785,0.0,2.1,0.06,6.0,13.0,0.99664,3.59,0.61,10.0,4
1464 | 6.8,0.64,0.03,2.3,0.075,14.0,31.0,0.99545,3.36,0.58,10.4,6
1465 | 6.9,0.63,0.01,2.4,0.076,14.0,39.0,0.9952200000000001,3.34,0.53,10.8,6
1466 | 6.8,0.59,0.1,1.7,0.063,34.0,53.0,0.9958,3.41,0.67,9.7,5
1467 | 6.8,0.59,0.1,1.7,0.063,34.0,53.0,0.9958,3.41,0.67,9.7,5
1468 | 7.3,0.48,0.32,2.1,0.062,31.0,54.0,0.9972799999999999,3.3,0.65,10.0,7
1469 | 6.7,1.04,0.08,2.3,0.067,19.0,32.0,0.9964799999999999,3.52,0.57,11.0,4
1470 | 7.3,0.48,0.32,2.1,0.062,31.0,54.0,0.9972799999999999,3.3,0.65,10.0,7
1471 | 7.3,0.98,0.05,2.1,0.061,20.0,49.0,0.99705,3.31,0.55,9.7,3
1472 | 10.0,0.69,0.11,1.4,0.084,8.0,24.0,0.9957799999999999,2.88,0.47,9.7,5
1473 | 6.7,0.7,0.08,3.75,0.067,8.0,16.0,0.99334,3.43,0.52,12.6,5
1474 | 7.6,0.35,0.6,2.6,0.073,23.0,44.0,0.99656,3.38,0.79,11.1,6
1475 | 6.1,0.6,0.08,1.8,0.071,14.0,45.0,0.99336,3.38,0.54,11.0,5
1476 | 9.9,0.5,0.5,13.8,0.205,48.0,82.0,1.00242,3.16,0.75,8.8,5
1477 | 5.3,0.47,0.11,2.2,0.048,16.0,89.0,0.99182,3.54,0.88,13.566666666666698,7
1478 | 9.9,0.5,0.5,13.8,0.205,48.0,82.0,1.00242,3.16,0.75,8.8,5
1479 | 5.3,0.47,0.11,2.2,0.048,16.0,89.0,0.99182,3.54,0.88,13.6,7
1480 | 7.1,0.875,0.05,5.7,0.08199999999999999,3.0,14.0,0.99808,3.4,0.52,10.2,3
1481 | 8.2,0.28,0.6,3.0,0.10400000000000001,10.0,22.0,0.99828,3.39,0.68,10.6,5
1482 | 5.6,0.62,0.03,1.5,0.08,6.0,13.0,0.99498,3.66,0.62,10.1,4
1483 | 8.2,0.28,0.6,3.0,0.10400000000000001,10.0,22.0,0.99828,3.39,0.68,10.6,5
1484 | 7.2,0.58,0.54,2.1,0.114,3.0,9.0,0.9971899999999999,3.33,0.57,10.3,4
1485 | 8.1,0.33,0.44,1.5,0.042,6.0,12.0,0.9954200000000001,3.35,0.61,10.7,5
1486 | 6.8,0.91,0.06,2.0,0.06,4.0,11.0,0.99592,3.53,0.64,10.9,4
1487 | 7.0,0.655,0.16,2.1,0.07400000000000001,8.0,25.0,0.9960600000000001,3.37,0.55,9.7,5
1488 | 6.8,0.68,0.21,2.1,0.07,9.0,23.0,0.99546,3.38,0.6,10.3,5
1489 | 6.0,0.64,0.05,1.9,0.066,9.0,17.0,0.9949600000000001,3.52,0.78,10.6,5
1490 | 5.6,0.54,0.04,1.7,0.049,5.0,13.0,0.9942,3.72,0.58,11.4,5
1491 | 6.2,0.57,0.1,2.1,0.048,4.0,11.0,0.9944799999999999,3.44,0.76,10.8,6
1492 | 7.1,0.22,0.49,1.8,0.039,8.0,18.0,0.99344,3.39,0.56,12.4,6
1493 | 5.6,0.54,0.04,1.7,0.049,5.0,13.0,0.9942,3.72,0.58,11.4,5
1494 | 6.2,0.65,0.06,1.6,0.05,6.0,18.0,0.9934799999999999,3.57,0.54,11.95,5
1495 | 7.7,0.54,0.26,1.9,0.08900000000000001,23.0,147.0,0.99636,3.26,0.59,9.7,5
1496 | 6.4,0.31,0.09,1.4,0.066,15.0,28.0,0.99459,3.42,0.7,10.0,7
1497 | 7.0,0.43,0.02,1.9,0.08,15.0,28.0,0.99492,3.35,0.81,10.6,6
1498 | 7.7,0.54,0.26,1.9,0.08900000000000001,23.0,147.0,0.99636,3.26,0.59,9.7,5
1499 | 6.9,0.74,0.03,2.3,0.054000000000000006,7.0,16.0,0.99508,3.45,0.63,11.5,6
1500 | 6.6,0.895,0.04,2.3,0.068,7.0,13.0,0.99582,3.53,0.58,10.8,6
1501 | 6.9,0.74,0.03,2.3,0.054000000000000006,7.0,16.0,0.99508,3.45,0.63,11.5,6
1502 | 7.5,0.725,0.04,1.5,0.076,8.0,15.0,0.99508,3.26,0.53,9.6,5
1503 | 7.8,0.82,0.29,4.3,0.083,21.0,64.0,0.9964200000000001,3.16,0.53,9.4,5
1504 | 7.3,0.585,0.18,2.4,0.078,15.0,60.0,0.9963799999999999,3.31,0.54,9.8,5
1505 | 6.2,0.44,0.39,2.5,0.077,6.0,14.0,0.99555,3.51,0.69,11.0,6
1506 | 7.5,0.38,0.57,2.3,0.106,5.0,12.0,0.99605,3.36,0.55,11.4,6
1507 | 6.7,0.76,0.02,1.8,0.078,6.0,12.0,0.996,3.55,0.63,9.95,3
1508 | 6.8,0.81,0.05,2.0,0.07,6.0,14.0,0.9956200000000001,3.51,0.66,10.8,6
1509 | 7.5,0.38,0.57,2.3,0.106,5.0,12.0,0.99605,3.36,0.55,11.4,6
1510 | 7.1,0.27,0.6,2.1,0.07400000000000001,17.0,25.0,0.9981399999999999,3.38,0.72,10.6,6
1511 | 7.9,0.18,0.4,1.8,0.062,7.0,20.0,0.9941,3.28,0.7,11.1,5
1512 | 6.4,0.36,0.21,2.2,0.047,26.0,48.0,0.99661,3.47,0.77,9.7,6
1513 | 7.1,0.69,0.04,2.1,0.068,19.0,27.0,0.9971200000000001,3.44,0.67,9.8,5
1514 | 6.4,0.79,0.04,2.2,0.061,11.0,17.0,0.9958799999999999,3.53,0.65,10.4,6
1515 | 6.4,0.56,0.15,1.8,0.078,17.0,65.0,0.9929399999999999,3.33,0.6,10.5,6
1516 | 6.9,0.84,0.21,4.1,0.07400000000000001,16.0,65.0,0.9984200000000001,3.53,0.72,9.23333333333333,6
1517 | 6.9,0.84,0.21,4.1,0.07400000000000001,16.0,65.0,0.9984200000000001,3.53,0.72,9.25,6
1518 | 6.1,0.32,0.25,2.3,0.071,23.0,58.0,0.9963299999999999,3.42,0.97,10.6,5
1519 | 6.5,0.53,0.06,2.0,0.063,29.0,44.0,0.9948899999999999,3.38,0.83,10.3,6
1520 | 7.4,0.47,0.46,2.2,0.114,7.0,20.0,0.9964700000000001,3.32,0.63,10.5,5
1521 | 6.6,0.7,0.08,2.6,0.106,14.0,27.0,0.99665,3.44,0.58,10.2,5
1522 | 6.5,0.53,0.06,2.0,0.063,29.0,44.0,0.9948899999999999,3.38,0.83,10.3,6
1523 | 6.9,0.48,0.2,1.9,0.08199999999999999,9.0,23.0,0.99585,3.39,0.43,9.05,4
1524 | 6.1,0.32,0.25,2.3,0.071,23.0,58.0,0.9963299999999999,3.42,0.97,10.6,5
1525 | 6.8,0.48,0.25,2.0,0.076,29.0,61.0,0.9953,3.34,0.6,10.4,5
1526 | 6.0,0.42,0.19,2.0,0.075,22.0,47.0,0.9952200000000001,3.39,0.78,10.0,6
1527 | 6.7,0.48,0.08,2.1,0.064,18.0,34.0,0.9955200000000001,3.33,0.64,9.7,5
1528 | 6.8,0.47,0.08,2.2,0.064,18.0,38.0,0.9955299999999999,3.3,0.65,9.6,6
1529 | 7.1,0.53,0.07,1.7,0.071,15.0,24.0,0.9951,3.29,0.66,10.8,6
1530 | 7.9,0.29,0.49,2.2,0.096,21.0,59.0,0.9971399999999999,3.31,0.67,10.1,6
1531 | 7.1,0.69,0.08,2.1,0.063,42.0,52.0,0.99608,3.42,0.6,10.2,6
1532 | 6.6,0.44,0.09,2.2,0.063,9.0,18.0,0.99444,3.42,0.69,11.3,6
1533 | 6.1,0.705,0.1,2.8,0.081,13.0,28.0,0.99631,3.6,0.66,10.2,5
1534 | 7.2,0.53,0.13,2.0,0.057999999999999996,18.0,22.0,0.9957299999999999,3.21,0.68,9.9,6
1535 | 8.0,0.39,0.3,1.9,0.07400000000000001,32.0,84.0,0.9971700000000001,3.39,0.61,9.0,5
1536 | 6.6,0.56,0.14,2.4,0.064,13.0,29.0,0.99397,3.42,0.62,11.7,7
1537 | 7.0,0.55,0.13,2.2,0.075,15.0,35.0,0.9959,3.36,0.59,9.7,6
1538 | 6.1,0.53,0.08,1.9,0.077,24.0,45.0,0.9952799999999999,3.6,0.68,10.3,6
1539 | 5.4,0.58,0.08,1.9,0.059000000000000004,20.0,31.0,0.99484,3.5,0.64,10.2,6
1540 | 6.2,0.64,0.09,2.5,0.081,15.0,26.0,0.9953799999999999,3.57,0.63,12.0,5
1541 | 7.2,0.39,0.32,1.8,0.065,34.0,60.0,0.9971399999999999,3.46,0.78,9.9,5
1542 | 6.2,0.52,0.08,4.4,0.071,11.0,32.0,0.99646,3.56,0.63,11.6,6
1543 | 7.4,0.25,0.29,2.2,0.054000000000000006,19.0,49.0,0.99666,3.4,0.76,10.9,7
1544 | 6.7,0.855,0.02,1.9,0.064,29.0,38.0,0.99472,3.3,0.56,10.75,6
1545 | 11.1,0.44,0.42,2.2,0.064,14.0,19.0,0.9975799999999999,3.25,0.57,10.4,6
1546 | 8.4,0.37,0.43,2.3,0.063,12.0,19.0,0.9955,3.17,0.81,11.2,7
1547 | 6.5,0.63,0.33,1.8,0.059000000000000004,16.0,28.0,0.99531,3.36,0.64,10.1,6
1548 | 7.0,0.57,0.02,2.0,0.07200000000000001,17.0,26.0,0.99575,3.36,0.61,10.2,5
1549 | 6.3,0.6,0.1,1.6,0.048,12.0,26.0,0.99306,3.55,0.51,12.1,5
1550 | 11.2,0.4,0.5,2.0,0.099,19.0,50.0,0.9978299999999999,3.1,0.58,10.4,5
1551 | 7.4,0.36,0.3,1.8,0.07400000000000001,17.0,24.0,0.99419,3.24,0.7,11.4,8
1552 | 7.1,0.68,0.0,2.3,0.087,17.0,26.0,0.9978299999999999,3.45,0.53,9.5,5
1553 | 7.1,0.67,0.0,2.3,0.083,18.0,27.0,0.9976799999999999,3.44,0.54,9.4,5
1554 | 6.3,0.68,0.01,3.7,0.10300000000000001,32.0,54.0,0.9958600000000001,3.51,0.66,11.3,6
1555 | 7.3,0.735,0.0,2.2,0.08,18.0,28.0,0.99765,3.41,0.6,9.4,5
1556 | 6.6,0.855,0.02,2.4,0.062,15.0,23.0,0.9962700000000001,3.54,0.6,11.0,6
1557 | 7.0,0.56,0.17,1.7,0.065,15.0,24.0,0.9951399999999999,3.44,0.68,10.55,7
1558 | 6.6,0.88,0.04,2.2,0.066,12.0,20.0,0.99636,3.53,0.56,9.9,5
1559 | 6.6,0.855,0.02,2.4,0.062,15.0,23.0,0.9962700000000001,3.54,0.6,11.0,6
1560 | 6.9,0.63,0.33,6.7,0.235,66.0,115.0,0.99787,3.22,0.56,9.5,5
1561 | 7.8,0.6,0.26,2.0,0.08,31.0,131.0,0.9962200000000001,3.21,0.52,9.9,5
1562 | 7.8,0.6,0.26,2.0,0.08,31.0,131.0,0.9962200000000001,3.21,0.52,9.9,5
1563 | 7.8,0.6,0.26,2.0,0.08,31.0,131.0,0.9962200000000001,3.21,0.52,9.9,5
1564 | 7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
1565 | 7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
1566 | 7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
1567 | 6.7,0.67,0.02,1.9,0.061,26.0,42.0,0.9948899999999999,3.39,0.82,10.9,6
1568 | 6.7,0.16,0.64,2.1,0.059000000000000004,24.0,52.0,0.9949399999999999,3.34,0.71,11.2,6
1569 | 7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
1570 | 7.0,0.56,0.13,1.6,0.077,25.0,42.0,0.99629,3.34,0.59,9.2,5
1571 | 6.2,0.51,0.14,1.9,0.055999999999999994,15.0,34.0,0.9939600000000001,3.48,0.57,11.5,6
1572 | 6.4,0.36,0.53,2.2,0.23,19.0,35.0,0.9934,3.37,0.93,12.4,6
1573 | 6.4,0.38,0.14,2.2,0.038,15.0,25.0,0.9951399999999999,3.44,0.65,11.1,6
1574 | 7.3,0.69,0.32,2.2,0.069,35.0,104.0,0.9963200000000001,3.33,0.51,9.5,5
1575 | 6.0,0.58,0.2,2.4,0.075,15.0,50.0,0.99467,3.58,0.67,12.5,6
1576 | 5.6,0.31,0.78,13.9,0.07400000000000001,23.0,92.0,0.99677,3.39,0.48,10.5,6
1577 | 7.5,0.52,0.4,2.2,0.06,12.0,20.0,0.99474,3.26,0.64,11.8,6
1578 | 8.0,0.3,0.63,1.6,0.081,16.0,29.0,0.9958799999999999,3.3,0.78,10.8,6
1579 | 6.2,0.7,0.15,5.1,0.076,13.0,27.0,0.9962200000000001,3.54,0.6,11.9,6
1580 | 6.8,0.67,0.15,1.8,0.11800000000000001,13.0,20.0,0.9954,3.42,0.67,11.3,6
1581 | 6.2,0.56,0.09,1.7,0.053,24.0,32.0,0.9940200000000001,3.54,0.6,11.3,5
1582 | 7.4,0.35,0.33,2.4,0.068,9.0,26.0,0.9947,3.36,0.6,11.9,6
1583 | 6.2,0.56,0.09,1.7,0.053,24.0,32.0,0.9940200000000001,3.54,0.6,11.3,5
1584 | 6.1,0.715,0.1,2.6,0.053,13.0,27.0,0.9936200000000001,3.57,0.5,11.9,5
1585 | 6.2,0.46,0.29,2.1,0.07400000000000001,32.0,98.0,0.9957799999999999,3.33,0.62,9.8,5
1586 | 6.7,0.32,0.44,2.4,0.061,24.0,34.0,0.99484,3.29,0.8,11.6,7
1587 | 7.2,0.39,0.44,2.6,0.066,22.0,48.0,0.9949399999999999,3.3,0.84,11.5,6
1588 | 7.5,0.31,0.41,2.4,0.065,34.0,60.0,0.99492,3.34,0.85,11.4,6
1589 | 5.8,0.61,0.11,1.8,0.066,18.0,28.0,0.9948299999999999,3.55,0.66,10.9,6
1590 | 7.2,0.66,0.33,2.5,0.068,34.0,102.0,0.9941399999999999,3.27,0.78,12.8,6
1591 | 6.6,0.725,0.2,7.8,0.073,29.0,79.0,0.9977,3.29,0.54,9.2,5
1592 | 6.3,0.55,0.15,1.8,0.077,26.0,35.0,0.9931399999999999,3.32,0.82,11.6,6
1593 | 5.4,0.74,0.09,1.7,0.08900000000000001,16.0,26.0,0.9940200000000001,3.67,0.56,11.6,6
1594 | 6.3,0.51,0.13,2.3,0.076,29.0,40.0,0.99574,3.42,0.75,11.0,6
1595 | 6.8,0.62,0.08,1.9,0.068,28.0,38.0,0.99651,3.42,0.82,9.5,6
1596 | 6.2,0.6,0.08,2.0,0.09,32.0,44.0,0.9949,3.45,0.58,10.5,5
1597 | 5.9,0.55,0.1,2.2,0.062,39.0,51.0,0.9951200000000001,3.52,0.76,11.2,6
1598 | 6.3,0.51,0.13,2.3,0.076,29.0,40.0,0.99574,3.42,0.75,11.0,6
1599 | 5.9,0.645,0.12,2.0,0.075,32.0,44.0,0.9954700000000001,3.57,0.71,10.2,5
1600 | 6.0,0.31,0.47,3.6,0.067,18.0,42.0,0.99549,3.39,0.66,11.0,6
1601 | 


--------------------------------------------------------------------------------