├── air.csv ├── lstmair.py └── lstmair_1.py /air.csv: -------------------------------------------------------------------------------- 1 | date,AQI,PM2.5,PM10,SO2,CO,NO2,O3_8h 2 | 2013-12-02,142,109,138,61,2.6,88,11 3 | 2013-12-03,86,64,86,38,1.6,54,45 4 | 2013-12-04,109,82,101,42,2,62,23 5 | 2013-12-05,56,39,56,30,1.2,38,52 6 | 2013-12-06,169,128,162,48,2.5,78,15 7 | 2013-12-07,291,241,285,64,4.2,98,6 8 | 2013-12-08,223,173,189,47,2.9,60,41 9 | 2013-12-09,26,11,16,10,0.6,22,51 10 | 2013-12-10,45,21,45,14,1,29,52 11 | 2013-12-11,30,19,30,15,0.7,30,45 12 | 2013-12-12,29,16,29,11,0.8,25,56 13 | 2013-12-13,66,48,63,29,1.3,45,29 14 | 2013-12-14,56,40,48,29,1.2,41,46 15 | 2013-12-15,64,46,55,31,1.5,49,31 16 | 2013-12-16,134,102,126,59,2.5,70,10 17 | 2013-12-17,80,59,41,35,1.4,39,42 18 | 2013-12-18,45,29,45,22,0.9,32,43 19 | 2013-12-19,63,45,60,30,1.2,50,35 20 | 2013-12-20,45,30,45,28,1.1,46,47 21 | 2013-12-21,82,61,81,43,1.6,69,30 22 | 2013-12-22,179,135,178,67,2.8,95,14 23 | 2013-12-23,166,126,166,62,2.9,90,30 24 | 2013-12-24,269,219,268,94,4.8,123,10 25 | 2013-12-25,219,169,219,65,3.3,94,54 26 | 2013-12-26,30,10,20,9,0.4,21,59 27 | 2013-12-27,23,16,21,19,0.6,34,40 28 | 2013-12-28,31,11,18,11,0.3,21,61 29 | 2013-12-29,78,58,87,48,1.7,76,30 30 | 2013-12-30,67,43,84,28,1.1,53,59 31 | 2013-12-31,99,50,148,23,1.2,49,63 32 | 2014-01-01,81,45,111,28,1.5,62,52 33 | 2014-01-02,145,111,168,69,3.4,93,14 34 | 2014-01-03,74,47,98,29,1.3,52,56 35 | 2014-01-04,149,114,147,40,2.8,75,14 36 | 2014-01-05,119,91,117,36,2.3,67,44 37 | 2014-01-06,182,138,158,46,2.4,68,12 38 | 2014-01-07,145,111,125,34,2,60,43 39 | 2014-01-08,27,15,25,13,0.5,21,53 40 | 2014-01-09,46,27,46,19,0.8,35,53 41 | 2014-01-10,85,63,94,53,1.9,71,19 42 | 2014-01-11,139,106,128,76,2.8,90,11 43 | 2014-01-12,47,27,47,27,0.7,39,59 44 | 2014-01-13,109,82,107,67,2.3,78,20 45 | 2014-01-14,108,82,108,68,2.4,74,24 46 | 2014-01-15,125,95,117,66,2.7,84,18 47 | 2014-01-16,402,353,384,109,4.6,123,20 48 | 2014-01-17,215,165,194,67,2.4,76,30 49 | 2014-01-18,99,74,81,42,1.5,61,36 50 | 2014-01-19,151,115,186,71,2.5,72,41 51 | 2014-01-20,35,8,35,6,0.3,15,65 52 | 2014-01-21,26,18,25,27,0.7,34,50 53 | 2014-01-22,150,115,138,75,2.2,93,16 54 | 2014-01-23,271,221,263,118,4,125,8 55 | 2014-01-24,197,148,168,79,2.8,92,23 56 | 2014-01-25,42,24,42,24,1,42,61 57 | 2014-01-26,72,53,81,45,1,47,44 58 | 2014-01-27,118,89,120,57,1.8,60,56 59 | 2014-01-28,62,40,75,28,0.9,38,56 60 | 2014-01-29,155,118,141,71,2.3,75,32 61 | 2014-01-30,96,72,97,39,1.2,46,68 62 | 2014-01-31,190,143,182,63,1.4,48,38 63 | 2014-02-01,179,135,146,52,2,57,12 64 | 2014-02-02,89,66,97,19,1.2,31,73 65 | 2014-02-03,37,5,32,5,0.3,8,73 66 | 2014-02-04,40,27,40,19,0.6,21,68 67 | 2014-02-05,117,88,102,53,1.6,49,42 68 | 2014-02-06,157,120,130,66,2,64,39 69 | 2014-02-07,133,102,67,33,1.6,59,30 70 | 2014-02-08,90,67,40,23,1.2,36,66 71 | 2014-02-09,33,9,16,16,0.5,18,65 72 | 2014-02-10,35,24,28,26,0.7,38,55 73 | 2014-02-11,129,98,111,58,2.1,77,37 74 | 2014-02-12,146,111,116,53,2.2,77,47 75 | 2014-02-13,238,188,173,73,2.8,84,24 76 | 2014-02-14,315,265,295,73,3.1,95,27 77 | 2014-02-15,428,393,449,100,3.8,110,25 78 | 2014-02-16,346,296,204,79,3.2,88,60 79 | 2014-02-17,138,105,52,67,2.1,72,56 80 | 2014-02-18,95,71,84,38,1.1,61,44 81 | 2014-02-19,87,64,72,34,1.2,60,64 82 | 2014-02-20,214,164,175,45,2.2,79,30 83 | 2014-02-21,309,259,284,78,2.7,101,26 84 | 2014-02-22,313,263,300,102,3.4,102,18 85 | 2014-02-23,261,211,246,130,3.6,92,14 86 | 2014-02-24,310,260,327,133,4.7,119,19 87 | 2014-02-25,403,354,389,78,5.2,122,13 88 | 2014-02-26,366,316,250,81,3.7,106,18 89 | 2014-02-27,35,16,24,13,0.5,25,70 90 | 2014-02-28,103,78,102,33,1.5,71,47 91 | 2014-03-01,54,38,57,23,0.8,48,70 92 | 2014-03-02,178,135,165,60,2.6,93,40 93 | 2014-03-03,268,218,248,96,4.2,102,18 94 | 2014-03-04,77,57,78,27,1.3,40,74 95 | 2014-03-05,35,20,35,16,0.8,35,66 96 | 2014-03-06,39,16,28,14,0.6,29,77 97 | 2014-03-07,66,48,72,26,1.1,53,65 98 | 2014-03-08,172,131,166,68,2.3,92,38 99 | 2014-03-09,124,94,118,45,1.6,68,72 100 | 2014-03-10,107,81,101,53,1.7,72,45 101 | 2014-03-11,205,155,196,76,2.4,80,68 102 | 2014-03-12,41,11,23,9,0.4,26,82 103 | 2014-03-13,62,20,75,14,0.6,37,77 104 | 2014-03-14,64,21,79,13,0.5,31,86 105 | 2014-03-15,124,94,173,43,1.5,89,61 106 | 2014-03-16,148,113,198,76,2.1,72,97 107 | 2014-03-17,145,83,241,27,1.2,50,82 108 | 2014-03-18,87,37,124,17,0.6,36,91 109 | 2014-03-19,72,46,93,17,0.8,46,78 110 | 2014-03-20,44,10,27,5,0.4,23,87 111 | 2014-03-21,57,25,64,11,0.6,43,92 112 | 2014-03-22,82,47,115,16,0.8,53,96 113 | 2014-03-23,177,134,183,44,1.6,69,146 114 | 2014-03-24,270,220,249,53,2,93,115 115 | 2014-03-25,250,200,237,43,1.6,92,159 116 | 2014-03-26,319,269,318,43,2,111,137 117 | 2014-03-27,299,249,300,34,2.4,107,86 118 | 2014-03-28,168,128,171,25,1.7,66,90 119 | 2014-03-29,63,39,76,7,0.6,37,95 120 | 2014-03-30,64,31,78,8,0.5,58,92 121 | 2014-03-31,176,133,183,35,1.8,81,89 122 | 2014-04-01,137,104,117,17,0.9,60,125 123 | 2014-04-02,130,99,159,21,1,58,135 124 | 2014-04-03,65,23,80,6,0.5,36,93 125 | 2014-04-04,91,32,132,8,0.6,40,100 126 | 2014-04-05,65,22,80,6,0.4,29,100 127 | 2014-04-06,96,53,143,12,0.7,58,109 128 | 2014-04-07,128,97,176,20,0.8,62,144 129 | 2014-04-08,224,174,237,38,1.5,82,184 130 | 2014-04-09,159,121,239,19,0.9,50,145 131 | 2014-04-10,251,87,386,27,1.3,52,94 132 | 2014-04-11,81,60,112,17,1,60,94 133 | 2014-04-12,131,100,136,25,1.4,75,136 134 | 2014-04-13,207,157,190,25,1.3,71,194 135 | 2014-04-14,279,229,263,33,1.9,79,188 136 | 2014-04-15,120,91,142,16,1,61,130 137 | 2014-04-16,82,51,113,12,0.7,68,80 138 | 2014-04-17,120,91,124,19,1.4,71,101 139 | 2014-04-18,183,138,124,17,1.5,65,115 140 | 2014-04-19,83,61,84,15,0.8,65,87 141 | 2014-04-20,81,60,80,7,0.6,54,99 142 | 2014-04-21,67,48,79,7,0.6,56,107 143 | 2014-04-22,86,58,101,9,0.6,54,143 144 | 2014-04-23,151,116,147,21,0.9,41,145 145 | 2014-04-24,151,115,133,19,0.9,47,140 146 | 2014-04-25,171,129,190,20,1,69,153 147 | 2014-04-26,66,37,82,4,0.4,28,86 148 | 2014-04-27,73,51,93,6,0.6,48,127 149 | 2014-04-28,84,61,98,8,0.7,49,141 150 | 2014-04-29,118,89,143,17,0.9,68,175 151 | 2014-04-30,136,103,158,19,1,67,200 152 | 2014-05-01,159,121,186,19,0.8,41,161 153 | 2014-05-02,48,23,46,3,0.3,21,95 154 | 2014-05-03,89,38,127,6,0.4,43,93 155 | 2014-05-04,55,26,59,3,0.3,17,87 156 | 2014-05-05,51,23,53,4,0.4,36,99 157 | 2014-05-06,99,74,124,27,0.9,61,117 158 | 2014-05-07,85,63,102,12,0.9,45,103 159 | 2014-05-08,99,74,107,16,1,46,157 160 | 2014-05-09,83,61,106,33,1.3,52,119 161 | 2014-05-10,69,50,87,27,1.2,50,107 162 | 2014-05-11,46,24,20,3,0.8,29,92 163 | 2014-05-12,77,34,68,7,0.6,44,132 164 | 2014-05-13,87,52,124,10,0.7,57,109 165 | 2014-05-14,56,17,63,7,0.3,26,94 166 | 2014-05-15,115,59,181,7,0.5,61,107 167 | 2014-05-16,86,45,121,10,0.6,49,128 168 | 2014-05-17,122,56,120,25,1,60,184 169 | 2014-05-18,171,77,142,23,0.9,56,236 170 | 2014-05-19,145,106,158,15,1,45,210 171 | 2014-05-20,105,79,130,9,0.9,46,157 172 | 2014-05-21,169,107,168,25,1.5,53,234 173 | 2014-05-22,180,136,196,37,1.4,61,202 174 | 2014-05-23,140,81,156,20,0.8,55,204 175 | 2014-05-24,101,76,80,6,1,46,143 176 | 2014-05-25,88,65,114,2,0.7,29,95 177 | 2014-05-26,76,22,77,5,0.4,55,131 178 | 2014-05-27,97,35,145,4,0.4,42,103 179 | 2014-05-28,115,30,87,8,0.6,55,176 180 | 2014-05-29,119,42,115,10,0.7,60,181 181 | 2014-05-30,205,84,171,37,1.6,53,294 182 | 2014-05-31,195,114,215,45,2.1,58,260 183 | 2014-06-01,164,44,55,2,0.6,26,229 184 | 2014-06-02,93,26,43,2,0.4,26,152 185 | 2014-06-03,117,33,61,13,0.6,41,179 186 | 2014-06-04,123,53,89,9,0.8,45,185 187 | 2014-06-05,143,58,93,11,0.8,41,207 188 | 2014-06-06,67,49,71,12,1.1,39,75 189 | 2014-06-07,50,9,26,2,0.3,27,100 190 | 2014-06-08,63,27,58,7,0.7,54,116 191 | 2014-06-09,82,27,53,6,0.6,43,138 192 | 2014-06-10,89,67,85,6,1.2,42,115 193 | 2014-06-11,71,40,41,3,0.7,32,125 194 | 2014-06-12,86,24,56,6,0.5,39,143 195 | 2014-06-13,117,48,84,8,0.9,41,179 196 | 2014-06-14,159,38,68,3,0.6,38,224 197 | 2014-06-15,176,101,145,14,1.2,49,241 198 | 2014-06-16,165,126,149,3,1,41,203 199 | 2014-06-17,116,88,107,3,0.9,35,170 200 | 2014-06-18,115,61,72,4,0.7,36,176 201 | 2014-06-19,158,121,132,5,1.2,45,159 202 | 2014-06-20,86,44,38,2,0.8,27,143 203 | 2014-06-21,95,65,63,5,1,34,154 204 | 2014-06-22,89,29,41,2,0.6,31,147 205 | 2014-06-23,111,23,44,2,0.5,38,172 206 | 2014-06-24,158,49,87,6,0.7,52,223 207 | 2014-06-25,134,102,125,10,1.2,48,170 208 | 2014-06-26,167,127,51,4,1.1,33,207 209 | 2014-06-27,74,19,40,3,0.4,34,129 210 | 2014-06-28,67,19,45,5,0.4,42,120 211 | 2014-06-29,154,42,84,11,1,52,219 212 | 2014-06-30,179,73,120,15,1.2,53,244 213 | 2014-07-01,117,89,136,17,1,49,160 214 | 2014-07-02,77,55,57,3,0.9,28,132 215 | 2014-07-03,240,190,103,5,1.3,40,164 216 | 2014-07-04,238,188,128,4,1.3,40,199 217 | 2014-07-05,163,124,100,4,1.1,38,188 218 | 2014-07-06,252,202,155,8,1.4,36,206 219 | 2014-07-07,215,165,185,9,1.2,41,195 220 | 2014-07-08,138,106,123,9,0.9,40,154 221 | 2014-07-09,60,25,69,6,0.6,55,107 222 | 2014-07-10,113,27,80,8,0.5,40,174 223 | 2014-07-11,81,28,67,5,0.5,40,137 224 | 2014-07-12,78,12,35,2,0.3,31,134 225 | 2014-07-13,63,16,52,3,0.4,40,115 226 | 2014-07-14,154,26,64,4,0.5,43,219 227 | 2014-07-15,140,50,106,7,0.6,28,204 228 | 2014-07-16,114,86,111,4,0.8,42,170 229 | 2014-07-17,175,132,135,4,1.8,41,139 230 | 2014-07-18,188,142,107,7,1.7,38,209 231 | 2014-07-19,109,82,102,3,0.8,33,168 232 | 2014-07-20,118,67,91,4,0.7,26,180 233 | 2014-07-21,83,26,43,5,0.5,24,140 234 | 2014-07-22,39,12,37,7,0.5,40,78 235 | 2014-07-23,62,26,74,6,0.7,59,84 236 | 2014-07-24,82,61,112,6,1,68,110 237 | 2014-07-25,133,64,91,7,1.2,43,196 238 | 2014-07-26,192,94,135,10,1.2,41,257 239 | 2014-07-27,197,107,154,18,1,35,262 240 | 2014-07-28,160,122,156,9,0.9,33,218 241 | 2014-07-29,165,125,149,5,0.8,28,191 242 | 2014-07-30,157,120,68,3,1.4,28,170 243 | 2014-07-31,245,195,76,3,1.6,36,209 244 | 2014-08-01,200,150,128,3,1.3,35,198 245 | 2014-08-02,163,124,132,3,1.1,39,220 246 | 2014-08-03,145,111,139,2,1,39,174 247 | 2014-08-04,46,31,43,3,0.6,36,92 248 | 2014-08-05,81,24,50,5,0.6,37,137 249 | 2014-08-06,57,31,64,3,0.6,46,106 250 | 2014-08-07,160,62,92,10,1.1,45,225 251 | 2014-08-08,138,64,103,8,1.1,45,202 252 | 2014-08-09,144,80,123,9,1.1,40,208 253 | 2014-08-10,125,32,49,3,0.6,33,187 254 | 2014-08-11,80,24,48,3,0.5,40,136 255 | 2014-08-12,115,25,58,6,0.6,45,177 256 | 2014-08-13,80,26,35,2,0.6,34,136 257 | 2014-08-14,103,29,44,4,0.6,39,163 258 | 2014-08-15,105,35,69,4,0.6,49,166 259 | 2014-08-16,157,55,92,6,0.9,49,222 260 | 2014-08-17,125,53,88,5,0.8,32,187 261 | 2014-08-18,136,57,84,6,0.8,38,200 262 | 2014-08-19,150,84,119,6,1,40,215 263 | 2014-08-20,166,104,146,14,1.1,41,231 264 | 2014-08-21,167,126,169,9,1.1,49,232 265 | 2014-08-22,108,51,80,3,0.8,58,169 266 | 2014-08-23,153,107,137,5,1.1,55,218 267 | 2014-08-24,93,17,38,4,0.4,27,151 268 | 2014-08-25,57,16,42,4,0.4,36,108 269 | 2014-08-26,75,23,66,5,0.5,56,130 270 | 2014-08-27,135,47,107,8,0.7,59,198 271 | 2014-08-28,103,77,119,7,0.9,54,135 272 | 2014-08-29,98,74,82,4,1,35,158 273 | 2014-08-30,170,129,148,4,1.5,58,115 274 | 2014-08-31,86,64,49,2,1,30,137 275 | 2014-09-01,125,95,83,3,1.6,45,95 276 | 2014-09-02,43,20,15,2,0.8,31,85 277 | 2014-09-03,58,15,35,5,0.6,38,110 278 | 2014-09-04,98,40,91,5,0.8,61,158 279 | 2014-09-05,141,86,138,9,1,51,205 280 | 2014-09-06,183,138,161,12,1.4,39,185 281 | 2014-09-07,200,150,182,10,1.3,44,168 282 | 2014-09-08,73,14,30,4,0.3,24,128 283 | 2014-09-09,108,36,83,5,0.6,49,169 284 | 2014-09-10,109,63,111,11,1.1,57,170 285 | 2014-09-11,109,82,124,16,1.4,64,109 286 | 2014-09-12,97,73,54,4,1,51,84 287 | 2014-09-13,92,67,96,7,0.8,49,150 288 | 2014-09-14,66,42,77,3,0.5,48,119 289 | 2014-09-15,48,18,48,5,0.4,36,80 290 | 2014-09-16,70,38,91,5,0.6,66,52 291 | 2014-09-17,70,51,88,4,0.7,61,57 292 | 2014-09-18,84,62,94,4,0.7,59,130 293 | 2014-09-19,111,84,119,7,0.9,60,121 294 | 2014-09-20,158,120,124,5,1.2,53,162 295 | 2014-09-21,131,100,119,15,1.7,46,111 296 | 2014-09-22,123,94,108,11,2,59,93 297 | 2014-09-23,66,48,22,2,1.1,40,19 298 | 2014-09-24,48,34,40,2,0.8,45,78 299 | 2014-09-25,140,107,130,3,1.3,53,59 300 | 2014-09-26,163,124,103,9,1.6,62,50 301 | 2014-09-27,43,30,36,3,0.6,42,81 302 | 2014-09-28,78,56,107,8,1.2,67,46 303 | 2014-09-29,70,51,77,4,0.9,38,65 304 | 2014-09-30,51,24,52,7,0.6,39,41 305 | 2014-10-01,89,66,77,4,1,57,24 306 | 2014-10-02,74,55,51,4,1,46,39 307 | 2014-10-03,118,89,108,4,1.6,52,19 308 | 2014-10-04,100,75,48,2,1.1,39,52 309 | 2014-10-05,42,30,40,2,0.7,30,67 310 | 2014-10-06,50,25,50,3,0.5,47,69 311 | 2014-10-07,185,140,181,12,1.3,86,83 312 | 2014-10-08,309,259,292,10,2.1,102,54 313 | 2014-10-09,381,331,353,6,2.3,92,74 314 | 2014-10-10,350,300,269,13,2.4,85,101 315 | 2014-10-11,240,190,126,7,1.8,61,68 316 | 2014-10-12,28,6,9,3,0.2,22,55 317 | 2014-10-13,31,13,31,4,0.3,34,54 318 | 2014-10-14,69,43,88,8,0.7,61,57 319 | 2014-10-15,75,43,99,4,0.6,44,67 320 | 2014-10-16,72,34,94,8,0.6,55,72 321 | 2014-10-17,123,94,176,11,1.2,104,58 322 | 2014-10-18,202,152,229,17,2,115,115 323 | 2014-10-19,293,243,313,12,2.5,119,58 324 | 2014-10-20,248,198,212,5,1.6,74,56 325 | 2014-10-21,66,34,81,19,1.2,57,30 326 | 2014-10-22,95,71,136,11,1.3,75,9 327 | 2014-10-23,155,118,176,13,1.5,85,24 328 | 2014-10-24,267,217,265,11,2.1,88,69 329 | 2014-10-25,341,291,327,6,2.4,87,79 330 | 2014-10-26,80,59,62,3,0.7,40,63 331 | 2014-10-27,56,25,61,11,0.7,52,40 332 | 2014-10-28,81,60,106,12,1,69,33 333 | 2014-10-29,138,105,161,13,1.3,89,41 334 | 2014-10-30,205,155,194,17,1.7,99,24 335 | 2014-10-31,202,152,180,10,2.1,89,14 336 | 2014-11-01,78,57,86,6,1.1,49,49 337 | 2014-11-02,29,7,25,4,0.3,23,57 338 | 2014-11-03,52,24,54,5,0.7,44,69 339 | 2014-11-04,124,94,134,16,1.4,70,41 340 | 2014-11-05,102,76,98,7,1.2,51,59 341 | 2014-11-06,32,9,20,3,0.3,21,63 342 | 2014-11-07,59,42,68,13,1.2,48,25 343 | 2014-11-08,90,67,85,10,1.4,55,52 344 | 2014-11-09,79,58,78,7,1.1,57,55 345 | 2014-11-10,91,68,87,9,1.3,67,37 346 | 2014-11-11,58,34,67,4,0.7,31,52 347 | 2014-11-12,41,5,41,3,0.2,10,68 348 | 2014-11-13,45,22,45,7,0.7,47,60 349 | 2014-11-14,55,33,60,15,1,57,38 350 | 2014-11-15,122,93,137,31,2,84,8 351 | 2014-11-16,100,75,109,16,1.6,55,51 352 | 2014-11-17,41,22,41,14,0.7,45,51 353 | 2014-11-18,76,55,93,28,1.7,69,16 354 | 2014-11-19,268,218,285,44,3.3,123,6 355 | 2014-11-20,342,292,360,29,3.7,136,8 356 | 2014-11-21,237,187,239,21,2.8,111,27 357 | 2014-11-22,52,31,54,14,0.8,55,37 358 | 2014-11-23,155,118,166,22,2.4,91,9 359 | 2014-11-24,100,75,112,16,1.8,72,35 360 | 2014-11-25,180,136,178,28,2.5,94,15 361 | 2014-11-26,282,232,288,38,3.6,120,6 362 | 2014-11-27,97,73,108,12,1.2,57,41 363 | 2014-11-28,105,79,147,22,1.6,72,26 364 | 2014-11-29,267,217,297,19,3.4,92,6 365 | 2014-11-30,146,89,241,9,1.3,40,55 366 | 2014-12-01,53,10,57,6,0.5,18,53 367 | 2014-12-02,21,12,21,10,0.7,34,38 368 | 2014-12-03,57,8,63,6,0.3,14,58 369 | 2014-12-04,30,7,29,6,0.3,17,60 370 | 2014-12-05,45,25,45,16,0.8,40,49 371 | 2014-12-06,79,58,91,33,1.8,69,30 372 | 2014-12-07,68,49,77,27,1.5,48,50 373 | 2014-12-08,76,55,80,30,1.3,60,37 374 | 2014-12-09,267,217,280,65,4.8,108,9 375 | 2014-12-10,168,127,216,28,2.5,61,59 376 | 2014-12-11,38,20,38,15,0.6,32,56 377 | 2014-12-12,41,11,41,8,0.4,22,51 378 | 2014-12-13,65,42,80,24,1.1,49,33 379 | 2014-12-14,108,82,123,43,2.1,75,25 380 | 2014-12-15,86,64,117,27,1.5,44,58 381 | 2014-12-16,30,7,30,6,0.3,14,54 382 | 2014-12-17,90,67,111,33,1.6,63,52 383 | 2014-12-18,190,143,194,79,3.9,93,9 384 | 2014-12-19,52,31,54,14,1,33,61 385 | 2014-12-20,24,9,17,10,0.5,24,47 386 | 2014-12-21,36,15,36,13,0.6,30,48 387 | 2014-12-22,93,69,114,39,2.1,74,28 388 | 2014-12-23,98,73,110,49,2.4,77,22 389 | 2014-12-24,31,12,31,17,0.5,32,57 390 | 2014-12-25,43,27,43,22,1,53,53 391 | 2014-12-26,150,115,155,58,3,92,15 392 | 2014-12-27,240,190,236,70,4.1,125,9 393 | 2014-12-28,158,121,186,51,2.8,91,45 394 | 2014-12-29,126,96,165,41,2.8,83,42 395 | 2014-12-30,55,24,61,22,1,51,41 396 | 2014-12-31,46,6,46,7,0.3,12,57 397 | 2015-01-01,58,41,67,24,1.1,50,44 398 | 2015-01-02,69,51,80,31,1.3,60,38 399 | 2015-01-03,197,148,193,67,3.2,101,14 400 | 2015-01-04,224,174,225,75,3.7,120,22 401 | 2015-01-05,139,107,156,57,2.9,70,67 402 | 2015-01-06,51,34,51,22,0.8,40,65 403 | 2015-01-07,84,62,89,38,1.8,64,27 404 | 2015-01-08,163,124,151,49,3,92,11 405 | 2015-01-09,98,73,93,32,1.6,61,55 406 | 2015-01-10,195,147,174,55,2.8,94,32 407 | 2015-01-11,53,37,55,18,0.9,47,44 408 | 2015-01-12,153,117,146,43,2.2,72,25 409 | 2015-01-13,206,156,183,54,2.8,92,14 410 | 2015-01-14,264,214,251,54,3.1,100,6 411 | 2015-01-15,378,328,375,34,4.7,111,6 412 | 2015-01-16,146,112,120,9,1.6,42,63 413 | 2015-01-17,81,60,71,30,1.2,57,51 414 | 2015-01-18,92,68,110,30,1.5,52,69 415 | 2015-01-19,62,43,74,25,1.3,59,64 416 | 2015-01-20,111,84,108,44,2,74,23 417 | 2015-01-21,31,19,23,16,0.6,32,62 418 | 2015-01-22,128,98,121,39,2,80,26 419 | 2015-01-23,256,206,233,61,3.6,121,13 420 | 2015-01-24,126,96,145,33,2,70,26 421 | 2015-01-25,178,134,100,16,1.7,61,25 422 | 2015-01-26,134,102,106,11,1.7,43,59 423 | 2015-01-27,28,17,28,14,0.6,29,56 424 | 2015-01-28,52,37,47,21,1,49,41 425 | 2015-01-29,85,63,77,22,1.2,41,61 426 | 2015-01-30,32,12,21,12,0.5,26,63 427 | 2015-01-31,42,30,42,19,0.8,43,49 428 | 2015-02-01,102,77,98,41,1.9,67,27 429 | 2015-02-02,185,139,156,57,2.5,87,15 430 | 2015-02-03,153,117,79,29,1.9,61,69 431 | 2015-02-04,36,10,32,9,0.4,20,71 432 | 2015-02-05,39,27,35,16,0.7,42,70 433 | 2015-02-06,88,65,78,30,1.8,72,45 434 | 2015-02-07,37,13,26,10,0.4,22,73 435 | 2015-02-08,36,24,32,17,0.6,30,71 436 | 2015-02-09,142,109,127,48,1.9,79,40 437 | 2015-02-10,161,123,138,47,2.4,94,50 438 | 2015-02-11,58,41,56,23,1,44,76 439 | 2015-02-12,45,32,42,16,0.8,44,75 440 | 2015-02-13,158,121,131,34,2.1,83,49 441 | 2015-02-14,286,236,239,55,3.2,109,62 442 | 2015-02-15,334,284,308,78,4.4,113,37 443 | 2015-02-16,159,121,156,31,2.3,54,69 444 | 2015-02-17,41,22,41,10,0.5,28,77 445 | 2015-02-18,64,46,57,18,0.7,31,80 446 | 2015-02-19,268,218,248,55,1.5,42,60 447 | 2015-02-20,183,138,29,9,1.4,38,53 448 | 2015-02-21,202,152,172,9,1.6,32,69 449 | 2015-02-22,163,42,277,4,0.4,14,73 450 | 2015-02-23,82,55,114,21,0.8,34,67 451 | 2015-02-24,203,153,213,34,2.1,59,55 452 | 2015-02-25,103,77,110,10,1.1,32,80 453 | 2015-02-26,39,13,26,6,0.4,18,77 454 | 2015-02-27,37,23,37,13,0.7,30,58 455 | 2015-02-28,162,123,126,8,1.3,40,33 456 | 2015-03-01,70,45,90,12,0.9,39,76 457 | 2015-03-02,73,53,82,17,1.4,44,74 458 | 2015-03-03,48,8,48,2,0.3,10,76 459 | 2015-03-04,41,24,41,12,0.6,31,73 460 | 2015-03-05,144,110,129,47,1.6,59,65 461 | 2015-03-06,245,195,217,59,2.1,82,57 462 | 2015-03-07,281,231,246,41,2.4,83,92 463 | 2015-03-08,169,129,148,22,1.4,53,79 464 | 2015-03-09,40,7,28,3,0.3,14,79 465 | 2015-03-10,45,30,45,13,0.8,39,78 466 | 2015-03-11,52,37,52,13,1,46,75 467 | 2015-03-12,83,61,79,21,1.2,60,60 468 | 2015-03-13,86,64,82,21,1.3,60,80 469 | 2015-03-14,127,97,119,40,1.9,83,42 470 | 2015-03-15,135,103,198,26,1.7,73,93 471 | 2015-03-16,257,207,295,33,2,85,67 472 | 2015-03-17,233,183,222,16,1.7,57,102 473 | 2015-03-18,69,47,89,12,0.8,50,82 474 | 2015-03-19,127,81,203,11,1.1,69,72 475 | 2015-03-20,124,44,199,6,0.5,46,98 476 | 2015-03-21,77,19,103,4,0.3,28,87 477 | 2015-03-22,77,20,104,4,0.3,21,87 478 | 2015-03-23,67,34,84,7,0.7,43,89 479 | 2015-03-24,102,77,122,29,1.8,68,88 480 | 2015-03-25,161,123,158,41,1.8,79,107 481 | 2015-03-26,138,105,155,21,1,56,138 482 | 2015-03-27,138,83,115,18,0.8,55,128 483 | 2015-03-28,163,64,277,8,0.5,33,109 484 | 2015-03-29,166,75,282,17,1.1,67,111 485 | 2015-03-30,197,148,338,29,1.4,63,129 486 | 2015-03-31,202,152,191,21,2.3,54,107 487 | 2015-04-01,80,59,78,5,0.7,49,79 488 | 2015-04-02,50,35,19,4,0.7,26,88 489 | 2015-04-03,62,28,40,4,0.6,27,114 490 | 2015-04-04,84,62,75,5,0.6,36,134 491 | 2015-04-05,74,53,99,3,0.5,30,104 492 | 2015-04-06,38,20,32,2,0.3,14,76 493 | 2015-04-07,45,23,39,4,0.3,23,89 494 | 2015-04-08,126,96,123,12,0.8,49,99 495 | 2015-04-09,212,162,190,17,1.2,59,120 496 | 2015-04-10,200,150,186,9,1.1,62,126 497 | 2015-04-11,188,141,77,16,1.7,46,130 498 | 2015-04-12,44,12,26,2,0.3,12,87 499 | 2015-04-13,67,26,39,3,0.4,22,120 500 | 2015-04-14,74,54,84,5,0.7,54,114 501 | 2015-04-15,168,109,286,14,0.9,70,101 502 | 2015-04-16,91,26,132,3,0.2,13,95 503 | 2015-04-17,112,67,173,16,0.7,55,100 504 | 2015-04-18,182,138,273,27,1.5,89,99 505 | 2015-04-19,91,60,133,6,0.6,30,100 506 | 2015-04-20,90,67,112,7,0.8,43,127 507 | 2015-04-21,90,63,129,8,0.6,44,111 508 | 2015-04-22,84,43,100,8,0.6,49,141 509 | 2015-04-23,79,54,108,11,0.6,49,115 510 | 2015-04-24,103,52,155,7,0.6,47,139 511 | 2015-04-25,115,72,158,12,0.8,64,177 512 | 2015-04-26,161,98,182,20,1,53,226 513 | 2015-04-27,114,81,134,12,0.9,46,175 514 | 2015-04-28,78,43,68,5,0.7,39,134 515 | 2015-04-29,150,115,136,11,1.3,48,196 516 | 2015-04-30,149,114,146,11,1.1,43,209 517 | 2015-05-01,165,125,141,13,1.1,45,171 518 | 2015-05-02,88,45,68,3,0.6,30,145 519 | 2015-05-03,72,40,94,2,0.4,24,113 520 | 2015-05-04,66,23,65,4,0.3,20,119 521 | 2015-05-05,72,43,94,7,0.5,37,114 522 | 2015-05-06,60,19,70,3,0.3,24,100 523 | 2015-05-07,89,42,129,6,0.6,37,119 524 | 2015-05-08,83,52,115,11,1,37,119 525 | 2015-05-09,55,39,52,7,1,33,100 526 | 2015-05-10,49,34,35,4,1.3,46,46 527 | 2015-05-11,42,24,20,2,0.8,30,84 528 | 2015-05-12,54,19,44,2,0.5,41,105 529 | 2015-05-13,98,57,133,4,0.8,66,158 530 | 2015-05-14,57,20,62,5,0.3,29,108 531 | 2015-05-15,67,23,47,3,0.4,26,120 532 | 2015-05-16,116,46,96,8,0.7,43,178 533 | 2015-05-17,166,126,182,15,1.2,43,165 534 | 2015-05-18,75,55,93,3,0.5,33,105 535 | 2015-05-19,49,11,49,2,0.3,16,93 536 | 2015-05-20,63,16,37,2,0.3,22,116 537 | 2015-05-21,91,33,84,6,0.5,43,149 538 | 2015-05-22,137,52,89,12,0.8,41,201 539 | 2015-05-23,179,95,139,16,1,53,244 540 | 2015-05-24,178,115,164,16,1.2,56,243 541 | 2015-05-25,203,101,166,24,1.2,47,281 542 | 2015-05-26,191,87,149,19,0.9,38,256 543 | 2015-05-27,160,92,141,11,0.9,33,225 544 | 2015-05-28,151,116,151,23,1.2,36,197 545 | 2015-05-29,104,61,94,5,0.8,42,164 546 | 2015-05-30,136,54,90,6,0.8,39,200 547 | 2015-05-31,153,55,102,15,0.9,44,218 548 | 2015-06-01,159,88,166,14,1,46,224 549 | 2015-06-02,103,30,63,4,0.5,26,163 550 | 2015-06-03,75,32,101,6,0.5,36,128 551 | 2015-06-04,70,51,90,7,3.4,55,96 552 | 2015-06-05,68,49,52,5,6.8,45,65 553 | 2015-06-06,79,25,62,3,5,32,135 554 | 2015-06-07,43,14,32,4,2.6,30,86 555 | 2015-06-08,69,18,35,4,0.5,35,123 556 | 2015-06-09,134,49,87,15,1.1,49,197 557 | 2015-06-10,100,75,74,4,1.1,34,154 558 | 2015-06-11,48,20,25,3,0.6,21,96 559 | 2015-06-12,44,8,22,3,0.4,22,87 560 | 2015-06-13,65,11,27,3,0.4,18,118 561 | 2015-06-14,98,19,37,3,0.5,29,158 562 | 2015-06-15,166,85,121,15,1.2,40,231 563 | 2015-06-16,177,104,144,12,1.2,50,242 564 | 2015-06-17,126,42,67,3,0.8,36,189 565 | 2015-06-18,53,19,32,2,0.5,28,103 566 | 2015-06-19,35,14,33,2,0.5,24,70 567 | 2015-06-20,103,23,39,2,0.6,37,163 568 | 2015-06-21,137,41,73,5,0.6,39,201 569 | 2015-06-22,163,90,117,16,1.1,38,228 570 | 2015-06-23,231,181,178,15,1.7,39,238 571 | 2015-06-24,159,121,123,9,1.1,43,190 572 | 2015-06-25,164,125,111,6,1,51,128 573 | 2015-06-26,139,106,23,2,0.9,24,200 574 | 2015-06-27,120,89,51,4,0.8,32,182 575 | 2015-06-28,197,148,57,8,1.2,34,219 576 | 2015-06-29,154,118,39,5,1.1,42,178 577 | 2015-06-30,52,15,20,2,0.4,27,102 578 | 2015-07-01,41,18,38,3,0.4,34,82 579 | 2015-07-02,46,8,20,4,0.3,28,92 580 | 2015-07-03,116,24,60,11,0.9,34,178 581 | 2015-07-04,92,33,59,6,0.7,45,150 582 | 2015-07-05,160,62,71,9,1,36,225 583 | 2015-07-06,156,69,76,10,1.1,33,221 584 | 2015-07-07,160,67,86,7,0.9,32,225 585 | 2015-07-08,175,125,132,8,1.1,35,240 586 | 2015-07-09,172,72,92,11,0.8,37,237 587 | 2015-07-10,145,50,82,9,0.7,32,210 588 | 2015-07-11,181,103,126,10,1.1,35,246 589 | 2015-07-12,200,108,158,5,0.9,46,267 590 | 2015-07-13,176,49,84,3,0.6,43,241 591 | 2015-07-14,147,35,65,4,0.6,30,212 592 | 2015-07-15,85,34,62,3,0.6,47,142 593 | 2015-07-16,54,37,47,2,0.7,29,105 594 | 2015-07-17,50,35,43,2,0.8,32,91 595 | 2015-07-18,78,47,30,2,0.8,26,134 596 | 2015-07-19,89,66,33,2,0.9,32,124 597 | 2015-07-20,118,89,144,2,0.9,33,142 598 | 2015-07-21,176,133,0,2,1.1,33,151 599 | 2015-07-22,110,62,55,2,0.7,35,171 600 | 2015-07-23,70,41,54,2,0.8,48,123 601 | 2015-07-24,138,50,77,2,0.9,46,201 602 | 2015-07-25,158,90,108,3,1,38,223 603 | 2015-07-26,151,104,123,4,1,33,216 604 | 2015-07-27,130,75,133,3,0.9,33,192 605 | 2015-07-28,109,52,76,2,0.8,30,169 606 | 2015-07-29,138,86,55,2,0.9,35,201 607 | 2015-07-30,75,44,52,2,0.9,28,129 608 | 2015-07-31,85,26,41,2,0.7,26,142 609 | 2015-08-01,90,67,72,3,1.3,47,100 610 | 2015-08-02,102,74,88,2,1.2,27,162 611 | 2015-08-03,82,60,33,4,1.1,33,101 612 | 2015-08-04,110,21,54,4,0.5,32,171 613 | 2015-08-05,127,64,102,3,1,40,189 614 | 2015-08-06,119,58,95,2,0.8,31,180 615 | 2015-08-07,119,90,0,4,1.1,33,167 616 | 2015-08-08,110,40,72,3,0.7,34,171 617 | 2015-08-09,152,53,85,3,0.8,37,217 618 | 2015-08-10,112,42,80,2,0.7,38,173 619 | 2015-08-11,175,91,128,6,1.4,36,240 620 | 2015-08-12,161,81,129,4,1,36,226 621 | 2015-08-13,202,120,160,7,1.3,41,275 622 | 2015-08-14,119,58,95,4,0.8,35,180 623 | 2015-08-15,80,22,54,3,0.6,36,135 624 | 2015-08-16,201,38,89,6,0.7,40,270 625 | 2015-08-17,145,80,161,8,1,40,209 626 | 2015-08-18,90,48,82,3,0.8,34,147 627 | 2015-08-19,97,51,65,2,0.8,38,156 628 | 2015-08-20,100,33,51,2,0.6,26,160 629 | 2015-08-21,94,14,37,2,0.4,25,152 630 | 2015-08-22,56,17,38,4,0.6,20,107 631 | 2015-08-23,53,21,33,4,0.8,23,103 632 | 2015-08-24,55,13,28,2,0.5,22,106 633 | 2015-08-25,50,14,27,2,0.5,23,99 634 | 2015-08-26,61,12,27,2,0.4,23,113 635 | 2015-08-27,60,12,26,2,0.4,25,111 636 | 2015-08-28,70,16,38,3,0.5,24,124 637 | 2015-08-29,118,28,48,2,0.6,21,179 638 | 2015-08-30,74,28,32,2,0.9,25,128 639 | 2015-08-31,37,25,29,2,0.7,25,73 640 | 2015-09-01,34,11,20,2,0.5,20,67 641 | 2015-09-02,44,10,19,2,0.4,20,87 642 | 2015-09-03,74,15,30,2,0.5,19,128 643 | 2015-09-04,64,46,0,3,1.5,26,101 644 | 2015-09-05,44,18,20,2,0.7,23,88 645 | 2015-09-06,63,17,34,2,0.5,30,115 646 | 2015-09-07,84,25,44,3,0.7,38,140 647 | 2015-09-08,104,52,82,6,0.9,53,164 648 | 2015-09-09,50,32,50,3,0.7,40,94 649 | 2015-09-10,37,8,14,2,0.4,29,41 650 | 2015-09-11,35,9,16,2,0.4,26,69 651 | 2015-09-12,34,9,24,2,0.4,27,68 652 | 2015-09-13,57,20,51,3,0.6,45,105 653 | 2015-09-14,89,66,105,10,0.9,58,145 654 | 2015-09-15,140,105,134,13,1.2,62,204 655 | 2015-09-16,169,128,152,8,1.2,62,180 656 | 2015-09-17,201,151,166,10,1.3,69,181 657 | 2015-09-18,102,76,77,3,0.9,49,110 658 | 2015-09-19,69,23,51,3,0.6,55,95 659 | 2015-09-20,114,86,112,9,1,51,146 660 | 2015-09-21,133,101,134,17,1.3,67,176 661 | 2015-09-22,179,135,0,10,1.5,60,108 662 | 2015-09-23,57,32,60,2,0.7,45,98 663 | 2015-09-24,124,94,102,4,1.2,53,121 664 | 2015-09-25,49,22,44,3,0.6,39,82 665 | 2015-09-26,74,34,72,7,0.7,48,128 666 | 2015-09-27,73,48,85,3,0.7,58,113 667 | 2015-09-28,68,49,62,4,1.3,46,59 668 | 2015-09-29,62,44,0,3,1.1,45,20 669 | 2015-09-30,48,30,0,3,0.7,38,48 670 | 2015-10-01,33,14,29,2,0.3,25,65 671 | 2015-10-02,59,30,68,3,0.6,47,88 672 | 2015-10-03,62,28,69,4,0.7,49,85 673 | 2015-10-04,149,114,155,10,1.3,77,125 674 | 2015-10-05,272,222,244,9,1.7,80,180 675 | 2015-10-06,343,293,327,7,2,84,200 676 | 2015-10-07,310,260,83,8,1.8,76,128 677 | 2015-10-08,35,11,28,2,0.3,23,70 678 | 2015-10-09,39,16,39,3,0.4,29,64 679 | 2015-10-10,27,8,23,2,0.3,17,54 680 | 2015-10-11,37,10,25,2,0.3,21,73 681 | 2015-10-12,60,18,47,3,0.5,48,70 682 | 2015-10-13,84,35,73,6,0.8,67,68 683 | 2015-10-14,135,103,147,16,2,96,66 684 | 2015-10-15,143,109,147,9,1.4,91,123 685 | 2015-10-16,253,203,236,13,2.1,111,159 686 | 2015-10-17,344,294,0,13,2.5,119,97 687 | 2015-10-18,64,46,68,7,0.8,41,50 688 | 2015-10-19,78,57,103,6,0.9,61,46 689 | 2015-10-20,99,74,113,9,1.4,65,15 690 | 2015-10-21,70,51,77,2,0.9,41,28 691 | 2015-10-22,54,29,49,2,0.7,43,25 692 | 2015-10-23,74,54,77,3,0.9,53,45 693 | 2015-10-24,75,55,76,6,1,53,51 694 | 2015-10-25,74,37,84,10,0.9,59,23 695 | 2015-10-26,63,28,75,2,0.5,29,51 696 | 2015-10-27,48,15,48,3,0.5,37,52 697 | 2015-10-28,30,8,20,3,0.3,24,57 698 | 2015-10-29,30,7,22,3,0.3,20,59 699 | 2015-10-30,58,25,52,4,0.7,46,44 700 | 2015-10-31,73,43,70,5,0.8,58,42 701 | 2015-11-01,98,72,106,7,1,78,39 702 | 2015-11-02,102,76,116,8,1.4,78,44 703 | 2015-11-03,199,149,181,16,1.9,90,63 704 | 2015-11-04,260,210,0,15,2,108,29 705 | 2015-11-05,144,110,0,6,1,53,26 706 | 2015-11-06,37,20,9,2,0.5,29,38 707 | 2015-11-07,37,19,0,2,0.5,29,41 708 | 2015-11-08,82,60,89,3,0.9,46,37 709 | 2015-11-09,163,124,0,4,1.6,56,7 710 | 2015-11-10,175,132,0,4,1.6,55,5 711 | 2015-11-11,137,104,0,4,1.9,55,11 712 | 2015-11-12,205,155,136,6,2.5,60,3 713 | 2015-11-13,258,208,188,15,3.1,70,4 714 | 2015-11-14,324,274,298,17,3.6,83,11 715 | 2015-11-15,246,196,0,13,3.2,70,31 716 | 2015-11-16,79,58,85,10,1.5,52,18 717 | 2015-11-17,82,60,86,7,1.5,45,21 718 | 2015-11-18,92,68,90,7,1.1,45,9 719 | 2015-11-19,102,76,0,4,1.7,45,2 720 | 2015-11-20,88,65,0,9,2.3,43,3 721 | 2015-11-21,60,43,0,7,2.1,41,4 722 | 2015-11-22,69,50,0,7,1,39,33 723 | 2015-11-23,39,27,37,10,0.7,28,51 724 | 2015-11-24,65,45,0,8,1.1,52,41 725 | 2015-11-25,69,50,22,9,1.1,37,52 726 | 2015-11-26,55,38,60,11,0.9,37,56 727 | 2015-11-27,264,214,245,36,2.9,93,15 728 | 2015-11-28,308,258,254,44,4,102,13 729 | 2015-11-29,302,252,0,38,4.9,108,21 730 | 2015-11-30,450,343,550,24,6,124,11 731 | 2015-12-01,476,464,454,35,7.9,133,9 732 | 2015-12-02,24,7,22,3,0.3,16,47 733 | 2015-12-03,33,10,33,5,0.4,16,47 734 | 2015-12-04,54,31,58,12,0.9,43,46 735 | 2015-12-05,77,49,85,17,1.4,61,40 736 | 2015-12-06,175,132,162,32,2.8,88,11 737 | 2015-12-07,230,180,199,36,3.5,93,9 738 | 2015-12-08,295,245,246,20,4.3,92,7 739 | 2015-12-09,294,244,10,32,3.6,94,9 740 | 2015-12-10,127,96,47,15,1.8,52,55 741 | 2015-12-11,75,48,86,15,1.4,60,35 742 | 2015-12-12,172,130,174,23,2.8,86,12 743 | 2015-12-13,229,179,219,39,3.9,98,12 744 | 2015-12-14,207,157,27,16,2.7,75,44 745 | 2015-12-15,28,7,13,3,0.4,16,56 746 | 2015-12-16,23,8,14,4,0.5,18,45 747 | 2015-12-17,84,62,91,18,1.6,62,26 748 | 2015-12-18,80,58,85,18,1.8,64,35 749 | 2015-12-19,168,127,155,29,3,87,12 750 | 2015-12-20,249,199,194,27,3.6,101,10 751 | 2015-12-21,280,230,284,23,4.1,104,12 752 | 2015-12-22,347,297,427,29,5.3,103,10 753 | 2015-12-23,305,255,298,21,4.7,104,32 754 | 2015-12-24,209,159,275,18,2.7,80,40 755 | 2015-12-25,485,477,510,12,7.3,141,13 756 | 2015-12-26,315,265,381,9,4.9,102,10 757 | 2015-12-27,75,49,100,13,1.2,53,24 758 | 2015-12-28,149,114,175,23,2.3,79,16 759 | 2015-12-29,329,279,338,34,4.4,119,9 760 | 2015-12-30,104,78,39,11,1.5,54,56 761 | 2015-12-31,90,66,128,16,1.8,72,25 762 | 2016-01-01,226,176,199,33,3.4,106,12 763 | 2016-01-02,316,266,299,35,4.6,124,16 764 | 2016-01-03,297,247,296,20,3.5,83,22 765 | 2016-01-04,53,37,23,6,0.9,33,59 766 | 2016-01-05,63,34,76,11,0.9,38,50 767 | 2016-01-06,44,25,40,10,0.9,35,54 768 | 2016-01-07,35,13,22,6,0.6,28,54 769 | 2016-01-08,54,35,55,13,0.9,43,51 770 | 2016-01-09,102,76,102,23,1.9,74,26 771 | 2016-01-10,69,46,61,20,1.5,55,35 772 | 2016-01-11,32,11,22,6,0.6,25,59 773 | 2016-01-12,38,14,27,8,0.7,30,55 774 | 2016-01-13,62,26,48,14,1,49,47 775 | 2016-01-14,98,73,98,27,1.9,73,40 776 | 2016-01-15,132,100,127,33,2.6,84,25 777 | 2016-01-16,162,123,137,44,2.5,71,15 778 | 2016-01-17,53,37,25,9,0.8,29,68 779 | 2016-01-18,45,10,45,4,0.5,18,62 780 | 2016-01-19,84,62,90,23,1.7,62,39 781 | 2016-01-20,153,117,141,56,3.4,78,11 782 | 2016-01-21,173,131,130,28,2.7,68,12 783 | 2016-01-22,33,13,33,4,0.6,16,65 784 | 2016-01-23,47,9,47,4,0.6,12,63 785 | 2016-01-24,47,13,47,6,0.6,24,60 786 | 2016-01-25,54,28,48,17,0.8,43,50 787 | 2016-01-26,56,35,62,18,0.8,37,58 788 | 2016-01-27,129,98,112,38,2.2,79,27 789 | 2016-01-28,159,121,139,44,2.3,80,37 790 | 2016-01-29,84,62,80,36,1.8,55,28 791 | 2016-01-30,69,50,65,21,1.3,48,40 792 | 2016-01-31,38,18,26,10,0.6,30,66 793 | 2016-02-01,40,13,24,9,0.6,32,68 794 | 2016-02-02,62,29,40,16,0.9,49,55 795 | 2016-02-03,69,35,48,19,1.2,55,43 796 | 2016-02-04,36,13,24,8,0.5,23,71 797 | 2016-02-05,38,10,32,6,0.4,16,76 798 | 2016-02-06,45,31,45,14,0.8,36,70 799 | 2016-02-07,69,50,85,23,0.9,38,74 800 | 2016-02-08,238,188,263,53,1,37,74 801 | 2016-02-09,60,43,53,20,1.1,41,82 802 | 2016-02-10,128,97,115,50,2.5,65,50 803 | 2016-02-11,202,152,168,42,3,68,26 804 | 2016-02-12,192,144,100,18,2.2,54,41 805 | 2016-02-13,34,9,14,5,0.3,12,68 806 | 2016-02-14,36,7,16,3,0.4,11,72 807 | 2016-02-15,46,7,46,4,0.3,14,71 808 | 2016-02-16,38,8,36,5,0.3,18,76 809 | 2016-02-17,64,46,44,16,1.1,48,73 810 | 2016-02-18,42,14,32,5,0.4,22,83 811 | 2016-02-19,40,15,33,5,0.5,26,79 812 | 2016-02-20,40,16,24,6,0.5,22,79 813 | 2016-02-21,108,81,107,26,1.5,57,55 814 | 2016-02-22,92,68,74,16,1.1,40,80 815 | 2016-02-23,41,11,18,5,0.4,17,81 816 | 2016-02-24,49,26,49,9,0.7,35,70 817 | 2016-02-25,45,25,44,10,0.7,36,61 818 | 2016-02-26,55,36,60,14,0.8,40,69 819 | 2016-02-27,45,22,35,9,0.6,36,71 820 | 2016-02-28,48,31,48,7,0.8,33,79 821 | 2016-02-29,53,35,47,12,0.7,42,70 822 | 2016-03-01,158,120,136,30,1.9,85,50 823 | 2016-03-02,212,162,190,32,2.5,110,62 824 | 2016-03-03,333,283,283,46,3.5,119,50 825 | 2016-03-04,365,315,414,47,4.3,113,22 826 | 2016-03-05,170,58,290,3,0.4,23,78 827 | 2016-03-06,116,73,182,28,1.6,68,41 828 | 2016-03-07,70,34,89,10,0.9,33,84 829 | 2016-03-08,39,10,25,3,0.4,16,77 830 | 2016-03-09,37,10,26,4,0.4,16,73 831 | 2016-03-10,49,11,49,4,0.4,18,75 832 | 2016-03-11,51,24,52,8,0.6,36,76 833 | 2016-03-12,144,110,138,40,1.8,82,44 834 | 2016-03-13,48,30,48,9,0.6,32,92 835 | 2016-03-14,103,77,118,21,1.3,64,72 836 | 2016-03-15,190,143,198,47,1.6,79,56 837 | 2016-03-16,300,250,261,38,2.2,89,120 838 | 2016-03-17,338,288,298,31,2.3,103,106 839 | 2016-03-18,227,177,55,12,1.4,64,112 840 | 2016-03-19,88,65,113,17,1,44,76 841 | 2016-03-20,89,66,113,10,1,62,86 842 | 2016-03-21,163,124,179,21,1.2,80,116 843 | 2016-03-22,138,105,207,25,1.4,75,68 844 | 2016-03-23,43,16,37,4,0.5,26,85 845 | 2016-03-24,44,13,24,3,0.4,31,87 846 | 2016-03-25,48,17,38,4,0.5,38,89 847 | 2016-03-26,45,12,29,4,0.4,27,90 848 | 2016-03-27,47,17,47,4,0.4,35,92 849 | 2016-03-28,123,70,195,16,0.8,66,77 850 | 2016-03-29,62,19,74,5,0.4,33,96 851 | 2016-03-30,63,30,76,9,0.6,42,93 852 | 2016-03-31,199,149,239,33,1.4,73,118 853 | 2016-04-01,93,35,135,6,0.4,26,95 854 | 2016-04-02,43,9,28,3,0.2,16,86 855 | 2016-04-03,52,20,54,3,0.3,26,93 856 | 2016-04-04,103,77,114,12,0.6,48,121 857 | 2016-04-05,148,113,146,19,1,52,142 858 | 2016-04-06,192,144,182,30,2,71,96 859 | 2016-04-07,108,81,112,4,1,43,90 860 | 2016-04-08,71,25,92,5,0.4,32,97 861 | 2016-04-09,148,73,245,11,0.7,55,95 862 | 2016-04-10,121,54,192,13,0.8,43,95 863 | 2016-04-11,77,41,103,9,0.6,42,89 864 | 2016-04-12,105,79,104,6,0.8,58,76 865 | 2016-04-13,158,120,134,7,1,64,104 866 | 2016-04-14,76,32,101,4,0.3,28,108 867 | 2016-04-15,80,59,107,16,1,58,91 868 | 2016-04-17,46,16,35,2,0.3,16,91 869 | 2016-04-18,50,19,39,3,0.3,25,100 870 | 2016-04-19,98,73,104,20,1.3,65,64 871 | 2016-04-20,92,68,102,8,0.9,44,121 872 | 2016-04-21,127,96,165,7,0.9,58,124 873 | 2016-04-22,74,33,97,2,0.3,23,108 874 | 2016-04-23,54,23,58,4,0.3,30,97 875 | 2016-04-24,113,85,149,22,0.9,53,152 876 | 2016-04-25,119,90,141,14,0.7,34,172 877 | 2016-04-26,95,71,124,26,1.4,44,141 878 | 2016-04-27,120,91,134,9,1.1,62,115 879 | 2016-04-28,122,81,100,7,1,49,184 880 | 2016-04-29,168,127,160,17,1.4,65,185 881 | 2016-04-30,209,159,168,10,1.4,58,232 882 | 2016-05-01,234,184,166,26,2.3,43,236 883 | 2016-05-02,82,50,103,2,0.5,20,138 884 | 2016-05-03,60,23,70,2,0.4,29,101 885 | 2016-05-04,68,29,59,4,0.5,49,121 886 | 2016-05-05,102,62,153,14,0.9,43,129 887 | 2016-05-06,116,57,182,2,0.2,13,100 888 | 2016-05-07,74,23,55,3,0.3,29,128 889 | 2016-05-08,97,60,103,15,0.7,44,156 890 | 2016-05-09,64,36,64,4,0.5,39,116 891 | 2016-05-10,100,43,76,4,0.5,36,160 892 | 2016-05-11,200,150,166,12,1.1,36,177 893 | 2016-05-12,62,34,45,3,0.5,28,114 894 | 2016-05-13,73,32,60,6,0.6,43,127 895 | 2016-05-14,58,41,33,3,0.5,35,84 896 | 2016-05-15,49,34,33,2,0.5,36,87 897 | 2016-05-16,75,24,59,3,0.5,43,129 898 | 2016-05-17,162,58,104,11,0.6,52,227 899 | 2016-05-18,134,61,101,9,0.5,35,197 900 | 2016-05-19,184,86,118,15,0.8,38,249 901 | 2016-05-20,171,88,110,20,1.1,49,236 902 | 2016-05-21,150,68,83,18,0.8,47,215 903 | 2016-05-22,142,49,87,8,0.7,51,206 904 | 2016-05-23,95,61,106,14,0.9,45,153 905 | 2016-05-24,75,19,44,3,0.4,28,129 906 | 2016-05-25,66,13,31,3,0.3,25,119 907 | 2016-05-26,63,22,61,2,0.3,31,115 908 | 2016-05-27,122,48,104,12,0.6,50,184 909 | 2016-05-28,138,48,87,10,0.7,38,201 910 | 2016-05-29,95,33,76,5,0.5,30,153 911 | 2016-05-30,204,82,147,16,1.1,51,283 912 | 2016-05-31,138,45,115,11,0.8,36,201 913 | 2016-06-01,108,37,73,6,0.7,42,168 914 | 2016-06-02,156,53,88,9,0.8,51,221 915 | 2016-06-03,160,82,125,21,1.2,61,225 916 | 2016-06-04,179,87,127,16,0.9,38,244 917 | 2016-06-05,161,71,98,14,0.9,38,226 918 | 2016-06-06,189,87,119,7,0.9,32,254 919 | 2016-06-07,127,60,0,2,0.8,25,189 920 | 2016-06-08,170,129,129,3,1.2,36,223 921 | 2016-06-09,153,106,140,7,1,33,218 922 | 2016-06-10,123,52,32,2,0.6,20,185 923 | 2016-06-11,64,12,30,2,0.4,25,116 924 | 2016-06-12,146,71,100,7,1,33,210 925 | 2016-06-13,96,47,0,2,0.6,28,155 926 | 2016-06-14,50,35,44,2,0.6,26,95 927 | 2016-06-15,92,19,40,2,0.5,30,150 928 | 2016-06-16,90,26,59,2,0.6,47,148 929 | 2016-06-17,59,24,56,2,0.6,47,103 930 | 2016-06-18,145,42,72,4,0.7,44,209 931 | 2016-06-19,149,65,98,5,0.8,39,213 932 | 2016-06-20,166,85,101,5,1,28,231 933 | 2016-06-21,175,85,89,2,0.9,30,240 934 | 2016-06-22,150,56,85,2,0.7,32,214 935 | 2016-06-23,117,76,102,6,1.1,38,178 936 | 2016-06-24,70,13,30,2,0.6,30,123 937 | 2016-06-25,59,18,38,2,0.4,32,110 938 | 2016-06-26,140,41,77,5,0.5,42,203 939 | 2016-06-27,98,60,88,7,0.7,39,157 940 | 2016-06-28,98,73,0,2,0.7,32,118 941 | 2016-06-29,145,111,0,2,0.9,33,166 942 | 2016-06-30,130,60,57,2,0.7,33,192 943 | 2016-07-01,82,14,32,2,0.4,25,138 944 | 2016-07-02,119,47,71,3,0.7,38,180 945 | 2016-07-03,137,83,108,8,1,43,200 946 | 2016-07-04,173,131,110,5,1.2,32,216 947 | 2016-07-05,161,96,104,5,1,30,226 948 | 2016-07-06,155,74,106,5,0.9,35,220 949 | 2016-07-07,177,110,125,8,1.2,33,242 950 | 2016-07-08,146,91,104,5,1.2,34,210 951 | 2016-07-09,143,83,93,4,0.8,32,207 952 | 2016-07-10,137,91,86,4,0.8,28,200 953 | 2016-07-11,129,86,98,7,0.7,29,191 954 | 2016-07-12,52,29,54,4,0.6,29,94 955 | 2016-07-13,112,20,43,3,0.5,32,173 956 | 2016-07-14,80,35,0,4,0.8,42,135 957 | 2016-07-15,52,36,40,2,0.7,30,77 958 | 2016-07-16,54,38,53,3,0.8,40,82 959 | 2016-07-17,154,79,97,3,1.1,42,219 960 | 2016-07-18,139,106,130,4,1.3,52,137 961 | 2016-07-19,133,101,0,2,1.3,44,53 962 | 2016-07-20,48,33,7,2,0.7,18,57 963 | 2016-07-21,40,28,39,2,0.8,27,53 964 | 2016-07-22,100,75,81,2,1.1,32,154 965 | 2016-07-23,158,120,174,2,1.2,34,180 966 | 2016-07-24,131,73,118,3,0.9,34,194 967 | 2016-07-25,57,40,38,3,0.8,29,108 968 | 2016-07-26,93,21,48,3,0.6,24,151 969 | 2016-07-27,168,47,0,2,0.7,35,233 970 | 2016-07-28,128,50,81,2,0.7,31,190 971 | 2016-07-29,158,120,139,2,1.3,30,217 972 | 2016-07-30,170,129,48,2,1.6,32,87 973 | 2016-07-31,77,56,82,2,1,32,102 974 | 2016-08-01,109,71,100,3,1.3,30,169 975 | 2016-08-02,96,49,58,2,1,31,155 976 | 2016-08-03,153,59,80,3,1,35,218 977 | 2016-08-04,155,101,114,2,1.4,33,220 978 | 2016-08-05,103,66,88,3,0.8,29,163 979 | 2016-08-06,129,98,96,2,1,32,162 980 | 2016-08-07,69,20,34,2,0.6,19,122 981 | 2016-08-08,95,32,48,3,0.8,26,154 982 | 2016-08-09,135,46,70,6,1.2,37,198 983 | 2016-08-10,112,84,97,3,0.9,27,158 984 | 2016-08-11,114,86,100,3,0.9,29,156 985 | 2016-08-12,79,58,73,4,0.9,38,72 986 | 2016-08-13,50,22,35,3,0.7,40,45 987 | 2016-08-14,104,22,48,3,0.6,38,164 988 | 2016-08-15,45,20,42,2,0.6,29,89 989 | 2016-08-16,96,24,41,2,0.6,32,155 990 | 2016-08-17,87,64,0,3,1,58,47 991 | 2016-08-18,99,74,0,2,1.6,42,43 992 | 2016-08-19,67,19,42,2,0.9,25,120 993 | 2016-08-20,134,54,70,2,1,38,197 994 | 2016-08-21,179,54,74,3,1,40,244 995 | 2016-08-22,103,50,66,4,0.9,32,163 996 | 2016-08-23,95,71,91,6,0.9,42,135 997 | 2016-08-24,109,82,110,3,1.1,48,133 998 | 2016-08-25,34,17,23,2,0.4,24,67 999 | 2016-08-26,45,11,29,2,0.4,33,90 1000 | 2016-08-27,48,15,39,3,0.4,38,81 1001 | 2016-08-28,46,12,32,2,0.3,34,92 1002 | 2016-08-29,66,19,47,3,0.5,45,119 1003 | 2016-08-30,109,30,65,3,0.6,48,169 1004 | 2016-08-31,50,16,37,3,0.5,40,88 1005 | 2016-09-01,39,8,31,3,0.3,31,72 1006 | 2016-09-02,39,12,34,2,0.4,31,56 1007 | 2016-09-03,86,21,45,2,0.5,35,143 1008 | 2016-09-04,106,79,0,5,1,44,166 1009 | 2016-09-05,54,28,58,2,0.5,33,94 1010 | 2016-09-06,NA,0,0,0,0,0,0 1011 | 2016-09-07,87,40,65,5,0.7,41,144 1012 | 2016-09-08,55,23,46,2,0.6,44,105 1013 | 2016-09-09,53,18,39,3,0.5,42,68 1014 | 2016-09-10,54,17,44,3,0.5,43,92 1015 | 2016-09-11,65,32,48,2,0.8,29,117 1016 | 2016-09-12,72,34,51,2,0.8,38,126 1017 | 2016-09-13,118,89,98,3,1.1,53,137 1018 | 2016-09-14,130,99,102,4,1.1,50,174 1019 | 2016-09-15,111,79,100,4,0.9,42,172 1020 | 2016-09-16,172,130,125,4,1.1,39,187 1021 | 2016-09-17,57,40,0,2,0.8,37,49 1022 | 2016-09-18,42,23,22,2,0.6,33,18 1023 | 2016-09-19,44,12,29,2,0.4,35,74 1024 | 2016-09-20,59,21,44,3,0.5,47,95 1025 | 2016-09-21,97,68,117,5,1,77,44 1026 | 2016-09-22,137,104,129,7,1.1,59,113 1027 | 2016-09-23,168,127,172,3,1.2,49,182 1028 | 2016-09-24,156,119,203,4,1.1,54,174 1029 | 2016-09-25,211,161,193,4,1.5,49,96 1030 | 2016-09-26,80,59,109,2,1.2,46,61 1031 | 2016-09-27,33,23,29,2,0.6,24,59 1032 | 2016-09-28,50,16,38,3,0.4,40,58 1033 | 2016-09-29,75,53,90,5,0.7,60,95 1034 | 2016-09-30,135,103,138,7,0.9,76,145 1035 | 2016-10-01,220,170,202,11,1.3,86,118 1036 | 2016-10-02,233,183,201,6,1.4,72,132 1037 | 2016-10-03,159,121,140,3,1.1,58,132 1038 | 2016-10-04,47,31,44,3,1.1,37,34 1039 | 2016-10-05,83,61,91,2,1.2,42,57 1040 | 2016-10-06,95,71,0,4,1.6,48,11 1041 | 2016-10-07,55,39,17,2,1.6,43,15 1042 | 2016-10-08,33,13,29,2,0.5,26,60 1043 | 2016-10-09,67,33,64,4,0.7,53,33 1044 | 2016-10-10,122,92,127,10,1.2,79,31 1045 | 2016-10-11,149,114,130,8,1.4,65,62 1046 | 2016-10-12,107,80,102,6,1.2,64,51 1047 | 2016-10-13,206,156,189,5,1.6,75,78 1048 | 2016-10-14,292,242,258,6,2,93,73 1049 | 2016-10-15,236,186,226,4,1.9,88,4 1050 | 2016-10-16,153,117,137,3,1,58,55 1051 | 2016-10-17,85,63,101,2,0.9,53,61 1052 | 2016-10-18,160,122,158,6,1.8,72,10 1053 | 2016-10-19,278,228,228,5,2.3,83,38 1054 | 2016-10-20,115,87,0,6,1.4,54,27 1055 | 2016-10-21,60,43,0,2,0.8,39,33 1056 | 2016-10-22,38,15,25,2,0.6,30,36 1057 | 2016-10-23,55,28,52,4,0.6,44,38 1058 | 2016-10-24,87,64,113,3,1.2,58,4 1059 | 2016-10-25,133,101,135,3,1.5,74,8 1060 | 2016-10-26,69,42,88,4,0.8,50,46 1061 | 2016-10-27,63,30,66,5,1,50,11 1062 | 2016-10-28,38,11,29,2,0.4,30,58 1063 | 2016-10-29,59,26,62,4,0.6,47,42 1064 | 2016-10-30,66,44,81,5,0.8,42,54 1065 | 2016-10-31,29,9,25,4,0.3,19,57 1066 | 2016-11-01,69,45,74,9,0.7,55,37 1067 | 2016-11-02,140,107,149,10,1.5,82,23 1068 | 2016-11-03,243,193,241,9,2.6,104,11 1069 | 2016-11-04,292,242,271,6,3.4,119,12 1070 | 2016-11-05,230,180,203,5,3.1,95,36 1071 | 2016-11-06,95,71,97,10,1.2,56,40 1072 | 2016-11-07,53,37,43,3,0.8,39,50 1073 | 2016-11-08,67,39,71,7,0.8,53,36 1074 | 2016-11-09,208,158,194,14,2.5,86,5 1075 | 2016-11-10,199,149,178,8,1.8,70,15 1076 | 2016-11-11,110,83,124,7,1.7,65,16 1077 | 2016-11-12,100,75,124,10,1.5,66,28 1078 | 2016-11-13,132,100,165,11,2.3,72,4 1079 | 2016-11-14,62,39,73,4,0.9,35,61 1080 | 2016-11-15,79,45,84,13,1.5,63,23 1081 | 2016-11-16,132,100,147,16,2.2,80,21 1082 | 2016-11-17,149,114,165,22,2.5,70,6 1083 | 2016-11-18,242,192,280,19,3.7,87,3 1084 | 2016-11-19,165,125,133,9,1.8,65,49 1085 | 2016-11-20,70,51,0,4,1.1,41,25 1086 | 2016-11-21,30,10,21,3,0.4,15,60 1087 | 2016-11-22,28,8,21,4,0.4,21,55 1088 | 2016-11-23,44,19,33,8,0.6,35,43 1089 | 2016-11-24,102,76,107,18,1.5,70,25 1090 | 2016-11-25,214,164,205,24,2.6,97,8 1091 | 2016-11-26,315,265,361,22,3.5,117,13 1092 | 2016-11-27,68,49,80,7,0.9,45,58 1093 | 2016-11-28,97,63,101,18,1.7,77,16 1094 | 2016-11-29,129,98,146,26,2.6,81,4 1095 | 2016-11-30,117,88,128,15,2.1,67,53 1096 | 2016-12-01,60,33,56,9,0.8,48,57 1097 | 2016-12-02,129,98,131,19,2.1,85,17 1098 | 2016-12-03,259,209,272,24,3.4,113,10 1099 | 2016-12-04,302,252,284,18,3.6,104,17 1100 | 2016-12-05,60,43,50,8,1,43,61 1101 | 2016-12-06,112,84,128,21,2.3,92,11 1102 | 2016-12-07,170,129,169,23,2.7,100,15 1103 | 2016-12-08,114,86,119,11,1.7,53,66 1104 | 2016-12-09,54,25,45,9,0.8,43,48 1105 | 2016-12-10,80,49,74,14,1.4,64,24 1106 | 2016-12-11,219,169,204,35,3.5,101,8 1107 | 2016-12-12,271,221,240,39,3,103,15 1108 | 2016-12-13,68,49,32,9,1.2,50,43 1109 | 2016-12-14,58,28,51,11,0.8,46,43 1110 | 2016-12-15,54,27,53,10,0.9,43,59 1111 | 2016-12-16,149,114,149,22,2.2,92,14 1112 | 2016-12-17,246,196,224,32,3.3,104,11 1113 | 2016-12-18,271,221,239,25,3.5,102,14 1114 | 2016-12-19,273,223,253,22,4.1,111,14 1115 | 2016-12-20,418,376,415,8,8,135,6 1116 | 2016-12-21,431,396,415,12,8,155,9 1117 | 2016-12-22,79,58,57,6,1.3,35,59 1118 | 2016-12-23,62,34,65,9,0.8,49,39 1119 | 2016-12-24,160,122,152,26,2.7,90,10 1120 | 2016-12-25,195,146,168,30,2.8,96,5 1121 | 2016-12-26,59,41,45,15,0.9,47,50 1122 | 2016-12-27,59,42,63,9,0.9,45,51 1123 | 2016-12-28,87,64,64,10,1.1,42,45 1124 | 2016-12-29,88,65,94,12,1.1,53,31 1125 | 2016-12-30,262,212,255,19,3.3,100,8 1126 | 2016-12-31,351,301,356,21,4.6,129,8 1127 | 2017-01-01,470,454,512,8,6.8,141,6 1128 | 2017-01-02,248,198,190,13,3.8,102,38 1129 | 2017-01-03,348,311,339,17,6,153,17 1130 | 2017-01-04,389,364,389,19,7.5,153,13 1131 | 2017-01-05,270,223,222,16,5.3,115,11 1132 | 2017-01-06,248,199,183,23,4.3,110,14 1133 | 2017-01-07,220,167,128,18,3.3,83,11 1134 | 2017-01-08,50,34,20,10,1,34,54 1135 | 2017-01-09,50,36,43,7,0.8,40,47 1136 | 2017-01-10,42,25,39,8,0.7,36,61 1137 | 2017-01-11,95,58,79,19,1.7,75,19 1138 | 2017-01-12,63,41,59,12,1,50,46 1139 | 2017-01-13,34,8,21,6,0.4,23,69 1140 | 2017-01-14,56,20,39,11,0.9,45,52 1141 | 2017-01-15,71,53,70,11,1,50,31 1142 | 2017-01-16,121,96,108,19,1.8,68,8 1143 | 2017-01-17,180,137,142,21,2.2,75,21 1144 | 2017-01-18,62,38,51,11,0.9,52,39 1145 | 2017-01-19,70,45,86,14,1.2,37,63 1146 | 2017-01-20,43,25,37,9,0.8,36,57 1147 | 2017-01-21,49,24,46,9,0.8,29,72 1148 | 2017-01-22,52,26,36,12,0.9,42,49 1149 | 2017-01-23,58,36,46,14,1,50,44 1150 | 2017-01-24,114,90,101,29,2.1,77,29 1151 | 2017-01-25,224,178,177,39,3.3,95,30 1152 | 2017-01-26,209,155,164,26,2.7,62,70 1153 | 2017-01-27,87,78,111,24,0.8,31,77 1154 | 2017-01-28,398,345,426,84,2.7,71,26 1155 | 2017-01-29,56,30,65,8,0.7,15,68 1156 | 2017-01-30,40,29,35,11,0.6,22,72 1157 | 2017-01-31,104,77,84,27,1.3,43,57 1158 | 2017-02-01,51,38,57,16,0.6,29,62 1159 | 2017-02-02,103,83,98,30,1.6,63,50 1160 | 2017-02-03,210,166,179,45,2.7,87,49 1161 | 2017-02-04,305,245,240,48,3.4,94,52 1162 | 2017-02-05,43,12,14,7,0.5,25,86 1163 | 2017-02-06,36,15,26,8,0.5,31,68 1164 | 2017-02-07,103,80,93,21,1.6,62,40 1165 | 2017-02-08,49,30,44,7,0.8,25,76 1166 | 2017-02-09,38,7,20,3,0.3,12,76 1167 | 2017-02-10,42,7,23,3,0.4,17,85 1168 | 2017-02-11,65,53,80,21,1,49,77 1169 | 2017-02-12,137,107,139,42,2.4,81,43 1170 | 2017-02-13,108,85,107,25,2.1,70,70 1171 | 2017-02-14,230,185,188,32,2.9,101,20 1172 | 2017-02-15,281,243,220,38,3.2,112,49 1173 | 2017-02-16,135,100,95,18,1.4,53,66 1174 | 2017-02-17,41,24,41,8,0.6,32,80 1175 | 2017-02-18,113,88,124,27,1.7,77,52 1176 | 2017-02-19,128,94,139,23,1.5,59,83 1177 | 2017-02-20,36,13,34,5,0.5,27,72 1178 | 2017-02-21,82,62,74,15,1.3,59,31 1179 | 2017-02-22,103,76,64,7,1.1,40,68 1180 | 2017-02-23,41,19,30,7,0.6,36,78 1181 | 2017-02-24,57,25,37,9,0.8,47,76 1182 | 2017-02-25,43,11,22,6,0.5,32,86 1183 | 2017-02-26,66,29,47,10,0.8,54,72 1184 | 2017-02-27,97,67,96,17,1.5,80,54 1185 | 2017-02-28,43,14,28,6,0.6,34,87 1186 | 2017-03-01,47,8,37,3,0.4,13,94 1187 | 2017-03-02,67,40,80,13,0.9,54,70 1188 | 2017-03-03,111,82,138,23,1.5,68,60 1189 | 2017-03-04,113,87,108,26,1.7,74,82 1190 | 2017-03-05,42,12,30,4,0.4,19,84 1191 | 2017-03-06,45,17,43,6,0.7,34,81 1192 | 2017-03-07,40,7,23,3,0.4,15,80 1193 | 2017-03-08,45,10,30,3,0.5,24,90 1194 | 2017-03-09,46,13,35,4,0.5,39,83 1195 | 2017-03-10,77,34,65,12,0.9,64,88 1196 | 2017-03-11,65,44,80,15,0.9,48,89 1197 | 2017-03-12,44,7,27,3,0.3,13,88 1198 | 2017-03-13,43,11,28,5,0.5,32,87 1199 | 2017-03-14,51,21,52,8,0.6,43,85 1200 | 2017-03-15,86,65,96,22,1.2,69,77 1201 | 2017-03-16,148,115,156,25,1.4,88,83 1202 | 2017-03-17,160,125,162,19,1.1,71,81 1203 | 2017-03-18,190,146,162,16,1.2,68,139 1204 | 2017-03-19,273,222,217,33,2.1,81,150 1205 | 2017-03-20,182,137,126,19,1.4,75,60 1206 | 2017-03-21,113,87,123,7,0.8,48,98 1207 | 2017-03-22,175,140,178,19,1.3,81,74 1208 | 2017-03-23,160,121,90,6,1.7,60,52 1209 | 2017-03-24,80,60,31,2,1,49,50 1210 | 2017-03-25,48,34,28,3,0.8,36,82 1211 | 2017-03-26,44,12,27,3,0.4,23,89 1212 | 2017-03-27,43,17,34,3,0.4,37,87 1213 | 2017-03-28,80,60,93,9,0.7,54,100 1214 | 2017-03-29,148,118,141,11,0.9,65,111 1215 | 2017-03-30,114,86,129,16,1.2,57,85 1216 | 2017-03-31,47,20,42,4,0.5,34,86 1217 | 2017-04-01,67,31,78,7,0.6,52,88 1218 | 2017-04-02,91,68,112,14,1.1,72,97 1219 | 2017-04-03,165,125,170,21,1.3,78,159 1220 | 2017-04-04,174,130,147,20,1.2,62,90 1221 | 2017-04-05,81,61,57,5,0.6,30,129 1222 | 2017-04-06,125,98,106,6,0.9,47,123 1223 | 2017-04-07,100,76,120,8,0.8,48,76 1224 | 2017-04-08,86,76,136,7,0.9,60,64 1225 | 2017-04-09,87,64,100,7,1,46,98 1226 | 2017-04-10,90,66,119,9,0.8,59,72 1227 | 2017-04-11,58,26,66,3,0.4,35,90 1228 | 2017-04-12,70,30,94,5,0.6,53,97 1229 | 2017-04-13,91,54,135,14,1.1,66,77 1230 | 2017-04-14,93,60,136,6,0.9,67,99 1231 | 2017-04-15,70,36,86,5,0.5,52,119 1232 | 2017-04-16,124,97,176,17,1,72,110 1233 | 2017-04-17,168,123,210,8,1,56,97 1234 | 2017-04-18,65,24,80,2,0.3,23,94 1235 | 2017-04-19,87,45,122,7,0.9,71,35 1236 | 2017-04-20,71,36,88,3,0.7,44,90 1237 | 2017-04-21,54,19,58,2,0.3,23,104 1238 | 2017-04-22,87,44,122,8,0.5,44,122 1239 | 2017-04-23,62,24,72,4,0.4,24,115 1240 | 2017-04-24,66,31,79,5,0.5,31,111 1241 | 2017-04-25,38,13,39,3,0.3,26,77 1242 | 2017-04-26,51,14,38,3,0.4,30,102 1243 | 2017-04-27,54,15,49,2,0.4,36,105 1244 | 2017-04-28,62,23,64,3,0.4,40,115 1245 | 2017-04-29,76,40,103,3,0.5,43,127 1246 | 2017-04-30,105,48,158,5,0.5,44,141 1247 | 2017-05-01,81,39,111,8,0.7,46,123 1248 | 2017-05-02,132,64,132,10,1,54,196 1249 | 2017-05-03,93,69,107,9,0.9,47,118 1250 | 2017-05-04,500,0,0,2,0.3,23,96 1251 | 2017-05-05,342,181,406,4,0.4,24,88 1252 | 2017-05-06,71,34,94,3,0.4,38,113 1253 | 2017-05-07,85,28,75,5,0.4,41,142 1254 | 2017-05-08,101,56,113,8,0.6,55,162 1255 | 2017-05-09,100,43,93,7,0.5,26,160 1256 | 2017-05-10,81,39,69,4,0.5,32,138 1257 | 2017-05-11,91,31,134,3,0.4,33,96 1258 | 2017-05-12,111,45,170,5,0.5,26,144 1259 | 2017-05-13,61,19,67,2,0.3,18,91 1260 | 2017-05-14,70,12,35,2,0.3,16,124 1261 | 2017-05-15,81,23,62,7,0.6,26,138 1262 | 2017-05-16,124,43,90,10,0.6,30,187 1263 | 2017-05-17,185,62,133,10,0.7,39,250 1264 | 2017-05-18,201,86,152,11,0.9,52,275 1265 | 2017-05-19,187,85,150,11,0.8,44,252 1266 | 2017-05-20,171,57,122,8,0.8,40,236 1267 | 2017-05-21,116,57,94,12,1,27,178 1268 | 2017-05-22,53,37,46,7,1.1,37,54 1269 | 2017-05-23,71,18,32,2,0.5,34,126 1270 | 2017-05-24,84,17,54,3,0.4,45,141 1271 | 2017-05-25,104,22,83,5,0.6,39,165 1272 | 2017-05-26,154,45,97,9,0.6,51,219 1273 | 2017-05-27,196,69,117,21,1.4,47,261 1274 | 2017-05-28,194,87,135,17,1.5,36,259 1275 | 2017-05-29,69,28,88,8,0.7,27,101 1276 | 2017-05-30,101,42,70,2,0.7,39,162 1277 | 2017-05-31,140,65,104,4,0.8,45,205 1278 | 2017-06-01,123,23,57,4,0.6,30,186 1279 | 2017-06-02,57,23,65,12,1,40,74 1280 | 2017-06-03,83,29,56,5,0.7,38,140 1281 | 2017-06-04,141,48,93,11,0.7,51,206 1282 | 2017-06-05,149,65,115,17,1,61,214 1283 | 2017-06-06,51,37,32,2,0.6,25,96 1284 | 2017-06-07,91,47,50,4,0.7,32,150 1285 | 2017-06-08,70,25,54,2,0.6,55,124 1286 | 2017-06-09,148,29,90,5,0.7,51,213 1287 | 2017-06-10,82,21,69,11,0.8,34,139 1288 | 2017-06-11,124,33,85,7,0.7,49,187 1289 | 2017-06-12,88,34,78,17,1.2,45,146 1290 | 2017-06-13,93,40,62,5,0.9,44,152 1291 | 2017-06-14,123,37,60,3,0.8,48,186 1292 | 2017-06-15,155,38,95,4,0.7,54,220 1293 | 2017-06-16,158,59,131,7,0.7,41,223 1294 | 2017-06-17,200,82,159,12,0.9,37,267 1295 | 2017-06-18,197,70,124,11,0.9,31,262 1296 | 2017-06-19,154,37,70,3,0.6,27,219 1297 | 2017-06-20,156,32,64,3,0.7,26,221 1298 | 2017-06-21,161,48,79,8,0.9,28,226 1299 | 2017-06-22,50,33,29,2,0.8,25,101 1300 | 2017-06-23,51,19,12,2,0.7,20,102 1301 | 2017-06-24,65,21,26,2,0.6,23,119 1302 | 2017-06-25,108,26,43,2,0.5,33,169 1303 | 2017-06-26,134,24,44,2,0.5,39,198 1304 | 2017-06-27,200,70,96,7,0.9,40,270 1305 | 2017-06-28,189,98,125,8,1.3,43,254 1306 | 2017-06-29,139,52,77,3,0.9,34,203 1307 | 2017-06-30,200,72,113,3,0.9,39,267 1308 | 2017-07-01,198,89,132,5,1,42,263 1309 | 2017-07-02,189,88,108,7,1.1,33,254 1310 | 2017-07-03,122,61,72,3,0.9,30,185 1311 | 2017-07-04,96,48,51,3,0.9,39,156 1312 | 2017-07-05,134,82,80,3,1.1,38,198 1313 | 2017-07-06,96,70,79,4,1.5,32,93 1314 | 2017-07-07,113,32,38,3,0.8,20,175 1315 | 2017-07-08,161,41,61,2,0.7,31,226 1316 | 2017-07-09,169,73,94,3,1.1,29,234 1317 | 2017-07-10,136,25,55,2,0.6,34,200 1318 | 2017-07-11,208,48,94,4,0.9,44,311 1319 | 2017-07-12,191,74,132,4,1,41,256 1320 | 2017-07-13,131,63,90,3,0.8,25,195 1321 | 2017-07-14,127,34,63,3,0.7,34,190 1322 | 2017-07-15,97,40,45,3,1,27,157 1323 | 2017-07-16,175,67,83,3,1.2,34,240 1324 | 2017-07-17,120,54,68,3,1.1,28,182 1325 | 2017-07-18,88,60,61,3,0.9,27,146 1326 | 2017-07-19,110,75,74,3,0.8,25,171 1327 | 2017-07-20,127,99,105,3,0.8,31,174 1328 | 2017-07-21,53,22,23,2,0.7,27,104 1329 | 2017-07-22,38,23,34,2,0.7,31,77 1330 | 2017-07-23,60,44,59,2,0.8,39,106 1331 | 2017-07-24,57,40,54,2,0.8,41,43 1332 | 2017-07-25,80,32,52,4,0.9,34,137 1333 | 2017-07-26,43,22,34,3,0.7,32,86 1334 | 2017-07-27,64,40,66,3,1,48,117 1335 | 2017-07-28,70,28,56,3,0.8,44,125 1336 | 2017-07-29,91,31,58,2,0.7,38,150 1337 | 2017-07-30,129,38,66,3,0.7,35,192 1338 | 2017-07-31,200,80,101,3,1,36,265 1339 | 2017-08-01,90,66,72,2,1,30,144 1340 | 2017-08-02,51,34,42,4,1.1,25,90 1341 | 2017-08-03,90,23,57,3,0.7,21,149 1342 | 2017-08-04,112,21,43,3,0.6,38,174 1343 | 2017-08-05,136,27,57,3,0.7,34,200 1344 | 2017-08-06,78,17,34,2,0.5,31,134 1345 | 2017-08-07,88,11,35,3,0.5,31,146 1346 | 2017-08-08,162,29,69,3,0.7,39,227 1347 | 2017-08-09,101,24,34,2,0.6,27,162 1348 | 2017-08-10,125,65,83,3,0.8,33,188 1349 | 2017-08-11,119,88,95,3,1.2,38,139 1350 | 2017-08-12,46,31,35,3,0.8,38,79 1351 | 2017-08-13,57,40,47,2,0.9,37,99 1352 | 2017-08-14,93,28,39,2,0.8,27,152 1353 | 2017-08-15,106,55,75,2,1,32,167 1354 | 2017-08-16,85,56,67,3,0.9,37,142 1355 | 2017-08-17,92,23,35,2,0.7,28,151 1356 | 2017-08-18,72,53,68,3,1.2,55,123 1357 | 2017-08-19,70,42,43,2,1,33,124 1358 | 2017-08-20,99,60,69,3,1.2,38,159 1359 | 2017-08-21,133,72,94,2,1.1,39,197 1360 | 2017-08-22,98,72,81,3,1,35,97 1361 | 2017-08-23,57,20,32,2,0.7,28,109 1362 | 2017-08-24,47,13,37,3,0.6,38,82 1363 | 2017-08-25,47,10,38,3,0.5,39,80 1364 | 2017-08-26,60,15,56,3,0.6,49,52 1365 | 2017-08-27,38,17,26,3,0.6,28,76 1366 | 2017-08-28,34,19,23,3,0.6,28,68 1367 | 2017-08-29,49,17,50,3,0.5,37,87 1368 | 2017-08-30,91,52,87,4,0.9,44,150 1369 | 2017-08-31,107,83,99,2,0.9,35,120 1370 | 2017-09-01,182,139,145,3,1.5,41,143 1371 | 2017-09-02,138,103,105,3,1.2,34,139 1372 | 2017-09-03,100,58,81,4,0.9,32,160 1373 | 2017-09-04,116,88,107,4,1,36,158 1374 | 2017-09-05,56,39,85,3,0.7,37,85 1375 | 2017-09-06,68,16,53,3,0.5,41,122 1376 | 2017-09-07,146,48,105,3,0.8,49,211 1377 | 2017-09-08,189,118,152,4,1.3,43,254 1378 | 2017-09-09,132,101,119,7,1.8,33,181 1379 | 2017-09-10,122,86,107,2,1.2,41,82 1380 | 2017-09-11,50,20,43,2,0.5,41,89 1381 | 2017-09-12,68,23,65,2,0.6,48,122 1382 | 2017-09-13,123,74,125,5,1.2,59,186 1383 | 2017-09-14,112,85,118,4,1.1,52,160 1384 | 2017-09-15,80,60,102,4,0.9,64,121 1385 | 2017-09-16,122,91,124,4,1.1,63,153 1386 | 2017-09-17,43,11,47,3,0.4,36,87 1387 | 2017-09-18,80,23,73,3,0.6,58,136 1388 | 2017-09-19,57,13,48,3,0.5,47,83 1389 | 2017-09-20,58,14,58,3,0.5,50,91 1390 | 2017-09-21,97,59,124,8,1,79,139 1391 | 2017-09-22,70,23,94,2,0.5,41,83 1392 | 2017-09-23,120,50,192,7,0.9,75,108 1393 | 2017-09-24,102,64,157,4,1.1,63,143 1394 | 2017-09-25,100,76,127,8,1.5,47,136 1395 | 2017-09-26,66,48,77,2,0.7,43,56 1396 | 2017-09-27,61,28,61,4,1,49,30 1397 | 2017-09-28,36,10,37,3,0.4,30,66 1398 | 2017-09-29,90,45,103,5,0.8,73,68 1399 | 2017-09-30,142,113,154,4,1.2,69,112 1400 | 2017-10-01,95,69,89,2,0.8,49,83 1401 | 2017-10-02,44,13,43,3,0.6,35,36 1402 | 2017-10-03,42,16,39,2,0.5,35,53 1403 | 2017-10-04,55,30,62,4,0.6,40,70 1404 | 2017-10-05,75,55,78,5,0.8,41,88 1405 | 2017-10-06,90,67,88,5,0.8,50,91 1406 | 2017-10-07,145,114,128,3,1.2,75,14 1407 | 2017-10-08,164,123,102,2,1.3,69,7 1408 | 2017-10-09,41,29,24,3,0.7,30,35 1409 | 2017-10-10,25,6,7,3,0.4,20,41 1410 | 2017-10-11,35,11,20,3,0.5,29,43 1411 | 2017-10-12,50,22,37,2,0.5,40,40 1412 | 2017-10-13,61,38,54,2,0.8,50,53 1413 | 2017-10-14,55,15,33,2,0.7,43,20 1414 | 2017-10-15,67,50,53,3,1.1,42,47 1415 | 2017-10-16,55,41,54,3,1,42,58 1416 | 2017-10-17,92,70,77,3,1.2,50,48 1417 | 2017-10-18,90,69,44,2,1.2,47,27 1418 | 2017-10-19,75,56,40,2,1.2,39,59 1419 | 2017-10-20,128,98,79,2,1.5,48,59 1420 | 2017-10-21,100,73,71,3,1.3,38,72 1421 | 2017-10-22,56,39,48,5,1,45,20 1422 | 2017-10-23,50,36,43,2,0.7,39,52 1423 | 2017-10-24,92,70,72,3,1,47,65 1424 | 2017-10-25,140,110,92,3,1.3,56,36 1425 | 2017-10-26,202,153,123,3,1.6,69,25 1426 | 2017-10-27,221,170,123,3,1.6,68,46 1427 | 2017-10-28,62,43,55,2,0.7,27,55 1428 | 2017-10-29,33,8,23,3,0.4,28,57 1429 | 2017-10-30,58,19,44,3,0.6,47,46 1430 | 2017-10-31,91,62,105,5,1,73,9 1431 | 2017-11-01,98,65,100,3,1.1,79,31 1432 | 2017-11-02,71,52,87,6,1,57,56 1433 | 2017-11-03,37,8,28,2,0.4,31,62 1434 | 2017-11-04,67,38,64,5,0.8,55,47 1435 | 2017-11-05,130,101,120,6,1.3,71,37 1436 | 2017-11-06,201,152,144,5,1.5,71,56 1437 | 2017-11-07,111,81,99,3,1,44,66 1438 | 2017-11-08,63,20,45,6,0.8,52,30 1439 | 2017-11-09,78,53,94,6,1.4,65,22 1440 | 2017-11-10,39,7,37,2,0.3,15,58 1441 | 2017-11-11,46,18,38,4,0.5,37,36 1442 | 2017-11-12,78,56,93,6,1,64,15 1443 | 2017-11-13,60,26,71,3,0.6,31,61 1444 | 2017-11-14,32,11,32,3,0.5,27,62 1445 | 2017-11-15,46,16,38,3,0.5,38,60 1446 | 2017-11-16,90,58,87,10,1.4,73,19 1447 | 2017-11-17,55,22,58,4,0.7,31,64 1448 | 2017-11-18,54,40,62,7,0.6,36,60 1449 | 2017-11-19,117,89,118,9,1.4,73,17 1450 | 2017-11-20,135,105,129,10,1.9,86,29 1451 | 2017-11-21,158,119,158,12,2,86,37 1452 | 2017-11-22,33,7,31,3,0.4,18,62 1453 | 2017-11-23,30,7,29,3,0.4,21,52 1454 | 2017-11-24,47,22,50,7,0.6,35,52 1455 | 2017-11-25,76,39,74,7,1,59,25 1456 | 2017-11-26,30,12,30,3,0.4,26,61 1457 | 2017-11-27,93,70,96,10,1.4,72,13 1458 | 2017-11-28,64,37,76,4,0.9,38,64 1459 | 2017-11-29,43,14,36,4,0.5,36,43 1460 | 2017-11-30,55,26,52,7,0.8,44,17 1461 | 2017-12-01,87,73,106,11,1.2,71,0 1462 | 2017-12-02,162,152,220,17,2,108,0 1463 | 2017-12-03,254,48,77,6,3,39,0 1464 | 2017-12-04,28,6,22,2,0.5,18,0 1465 | 2017-12-05,77,25,51,6,1,49,0 1466 | 2017-12-06,82,23,52,7,1,42,0 1467 | 2017-12-07,29,9,28,5,0.3,21,0 1468 | 2017-12-08,28,23,48,6,0.5,49,0 1469 | 2017-12-09,77,34,63,8,1.4,64,0 1470 | 2017-12-10,30,7,46,3,0.3,15,0 1471 | 2017-12-11,39,6,21,3,0.5,17,0 1472 | 2017-12-12,23,14,27,5,0.3,33,0 1473 | 2017-12-13,65,32,50,8,1,54,22 1474 | 2017-12-14,97,74,87,19,1.9,71,13 1475 | 2017-12-15,51,33,55,7,0.9,34,57 1476 | 2017-12-16,41,8,39,3,0.3,13,64 1477 | 2017-12-17,68,28,52,7,0.9,54,56 1478 | 2017-12-18,47,12,47,4,0.5,21,63 1479 | 2017-12-19,65,37,72,9,0.9,52,33 1480 | 2017-12-20,53,20,43,5,0.6,42,64 1481 | 2017-12-21,98,53,77,13,1.4,78,20 1482 | 2017-12-22,72,36,61,9,1.2,57,62 1483 | 2017-12-23,79,32,57,11,1,63,19 1484 | 2017-12-24,49,13,49,4,0.5,16,73 1485 | 2017-12-25,62,31,50,10,0.7,49,43 1486 | 2017-12-26,59,25,44,7,0.7,48,47 1487 | 2017-12-27,99,76,89,11,1.5,71,15 1488 | 2017-12-28,143,109,110,13,1.9,70,19 1489 | 2017-12-29,225,175,168,6,2.9,86,11 1490 | 2017-12-30,145,111,118,5,2,62,52 1491 | 2017-12-31,64,32,67,6,1,51,35 1492 | 2018-01-01,57,34,63,9,1,44,38 1493 | 2018-01-02,50,28,50,7,0.8,33,46 1494 | 2018-01-03,28,11,28,5,0.4,21,51 1495 | 2018-01-04,40,15,30,4,0.5,32,39 1496 | 2018-01-05,63,32,54,8,0.9,50,36 1497 | 2018-01-06,48,16,30,5,0.5,38,48 1498 | 2018-01-07,54,38,57,10,0.8,43,50 1499 | 2018-01-08,55,12,60,4,0.3,11,61 1500 | 2018-01-09,35,7,35,3,0.3,13,63 1501 | 2018-01-10,32,6,21,3,0.3,9,63 1502 | 2018-01-11,32,13,25,5,0.5,25,55 1503 | 2018-01-12,87,61,81,11,1.3,69,21 1504 | 2018-01-13,139,106,122,15,1.7,79,17 1505 | 2018-01-14,176,133,137,12,1.7,71,41 1506 | 2018-01-15,59,32,58,8,0.9,47,42 1507 | 2018-01-16,114,45,177,5,0.7,42,55 1508 | 2018-01-17,77,42,104,8,1,49,62 1509 | 2018-01-18,93,63,105,11,1.2,74,19 1510 | 2018-01-19,108,81,122,13,1.5,73,36 1511 | 2018-01-20,63,31,75,9,0.8,48,32 1512 | 2018-01-21,64,37,77,19,1.2,44,29 1513 | 2018-01-22,47,22,47,4,0.6,25,65 1514 | 2018-01-23,32,11,32,4,0.4,15,60 1515 | 2018-01-24,35,17,33,5,0.4,28,65 1516 | 2018-01-25,33,9,23,4,0.4,26,62 1517 | 2018-01-26,53,29,41,8,0.6,42,42 1518 | 2018-01-27,112,84,95,14,1.4,67,14 1519 | 2018-01-28,59,11,67,3,0.4,15,66 1520 | 2018-01-29,56,8,61,3,0.4,20,67 1521 | 2018-01-30,36,11,36,6,0.4,24,68 1522 | 2018-01-31,62,22,74,7,0.5,29,65 1523 | 2018-02-01,68,30,85,10,0.7,36,64 1524 | 2018-02-02,34,8,30,5,0.3,11,68 1525 | 2018-02-03,32,8,21,5,0.4,20,64 1526 | 2018-02-04,40,19,36,8,0.5,32,55 1527 | 2018-02-05,34,7,18,3,0.3,15,67 1528 | 2018-02-06,65,47,61,13,0.9,51,43 1529 | 2018-02-07,51,33,52,8,0.6,31,76 1530 | 2018-02-08,73,53,76,12,0.9,53,49 1531 | 2018-02-09,80,40,109,8,0.7,32,74 1532 | 2018-02-10,44,10,44,3,0.3,12,74 1533 | 2018-02-11,67,9,84,2,0.3,6,73 1534 | 2018-02-12,53,12,56,4,0.4,15,73 1535 | 2018-02-13,79,58,79,13,1.1,57,50 1536 | 2018-02-14,37,13,33,3,0.4,18,74 1537 | 2018-02-15,73,53,66,10,0.5,22,80 1538 | 2018-02-16,107,80,101,14,0.6,24,85 1539 | 2018-02-17,109,82,92,10,1.3,35,49 1540 | 2018-02-18,152,116,109,14,1.7,46,80 1541 | 2018-02-19,188,141,131,24,2,42,69 1542 | 2018-02-20,63,45,42,6,0.7,21,85 1543 | 2018-02-21,48,33,43,6,0.6,26,81 1544 | 2018-02-22,45,18,45,6,0.5,29,77 1545 | 2018-02-23,52,23,54,6,0.6,29,79 1546 | 2018-02-24,62,30,74,10,0.6,21,65 1547 | 2018-02-25,82,60,71,10,0.8,43,66 1548 | 2018-02-26,162,123,121,21,1.5,69,86 1549 | 2018-02-27,218,168,170,12,1.8,51,66 1550 | 2018-02-28,115,87,116,9,1,34,74 1551 | 2018-03-01,50,17,50,4,0.3,17,80 1552 | 2018-03-02,103,77,103,18,1,51,65 1553 | 2018-03-03,215,165,189,18,1.8,72,52 1554 | 2018-03-04,124,57,198,7,0.8,35,46 1555 | 2018-03-05,90,48,130,9,0.8,41,65 1556 | 2018-03-06,64,46,65,10,0.9,38,64 1557 | 2018-03-07,65,47,64,8,0.7,47,44 1558 | 2018-03-08,61,43,72,6,0.7,34,70 1559 | 2018-03-09,135,103,106,12,1.2,66,73 1560 | 2018-03-10,153,117,125,14,1.4,58,101 1561 | 2018-03-11,84,62,69,16,1.3,45,59 1562 | 2018-03-12,189,142,137,10,1.6,69,84 1563 | 2018-03-13,283,233,189,10,2,92,139 1564 | 2018-03-14,276,226,176,16,2.4,73,78 1565 | 2018-03-15,61,20,72,3,0.4,16,87 1566 | 2018-03-16,55,32,60,7,0.5,28,87 1567 | 2018-03-17,83,61,60,4,0.9,57,27 1568 | 2018-03-18,135,103,71,3,0.9,51,81 1569 | 2018-03-19,93,69,59,4,0.8,43,88 1570 | 2018-03-20,40,23,39,4,0.5,32,80 1571 | 2018-03-21,79,58,82,8,0.8,51,68 1572 | 2018-03-22,110,83,100,7,0.9,61,88 1573 | 2018-03-23,138,105,126,10,1.3,82,59 1574 | 2018-03-24,117,88,99,9,1.1,58,108 1575 | 2018-03-25,74,54,89,7,0.6,54,117 1576 | 2018-03-26,150,115,133,12,1,70,129 1577 | 2018-03-27,233,183,182,11,1.3,94,109 1578 | 2018-03-28,NA,0,0,6,0.8,47,69 1579 | 2018-03-29,107,37,164,12,0.8,42,80 1580 | 2018-03-30,66,39,81,7,0.6,50,96 1581 | 2018-03-31,128,97,146,12,1,77,110 1582 | 2018-04-01,213,163,198,14,1.4,74,185 1583 | 2018-04-02,256,206,225,9,1.6,63,143 1584 | 2018-04-03,69,12,87,2,0.2,15,80 1585 | 2018-04-04,39,22,20,2,0.4,31,59 1586 | 2018-04-05,73,50,95,2,0.5,25,42 1587 | 2018-04-06,59,14,68,2,0.2,8,83 1588 | 2018-04-07,47,18,47,4,0.3,22,89 1589 | 2018-04-08,66,38,82,6,0.5,45,82 1590 | 2018-04-09,108,81,118,20,1.3,59,105 1591 | 2018-04-10,80,47,109,7,0.8,37,82 1592 | 2018-04-11,54,18,57,4,0.3,35,97 1593 | 2018-04-12,76,29,102,9,0.6,37,94 1594 | 2018-04-13,63,37,57,8,1.1,50,47 1595 | 2018-04-14,113,26,175,2,0.3,12,93 1596 | 2018-04-15,64,23,77,4,0.3,28,101 1597 | 2018-04-16,101,67,152,9,0.6,45,143 1598 | 2018-04-17,126,89,201,9,0.8,39,145 1599 | 2018-04-18,133,101,197,7,0.8,45,160 1600 | 2018-04-19,147,112,179,9,0.9,46,187 1601 | 2018-04-20,150,115,146,11,1.3,41,211 1602 | 2018-04-21,85,63,67,3,0.9,31,71 1603 | 2018-04-22,36,10,18,2,0.3,19,71 1604 | 2018-04-23,49,16,29,2,0.4,26,97 1605 | 2018-04-24,56,18,33,2,0.4,35,107 1606 | 2018-04-25,77,31,61,4,0.5,42,132 1607 | 2018-04-26,113,85,103,6,0.7,50,153 1608 | 2018-04-27,107,39,163,4,0.5,36,129 1609 | 2018-04-28,133,88,159,6,0.7,51,196 1610 | 2018-04-29,176,133,156,8,1,55,155 1611 | 2018-04-30,60,26,62,4,0.6,23,111 1612 | 2018-05-01,111,38,171,2,0.4,30,77 1613 | 2018-05-02,46,15,38,2,0.3,21,92 1614 | 2018-05-03,50,14,50,3,0.3,27,100 1615 | 2018-05-04,100,56,105,8,0.6,52,159 1616 | 2018-05-05,NA,0,0,4,0.5,45,79 1617 | 2018-05-06,112,55,174,4,0.5,39,136 1618 | 2018-05-07,92,51,124,7,0.7,42,150 1619 | 2018-05-08,81,28,75,4,0.5,36,137 1620 | 2018-05-09,106,43,92,7,0.6,46,166 1621 | 2018-05-10,130,85,131,11,0.9,58,192 1622 | 2018-05-11,100,75,100,6,0.8,48,101 1623 | 2018-05-12,169,128,115,4,1.4,40,149 1624 | 2018-05-13,105,45,76,3,0.5,37,165 1625 | 2018-05-14,158,106,130,6,1.1,41,223 1626 | 2018-05-15,83,61,92,4,1,40,125 1627 | 2018-05-16,138,105,83,5,1.7,34,164 1628 | 2018-05-17,54,38,54,3,0.9,27,73 1629 | 2018-05-18,84,21,44,4,0.5,28,140 1630 | 2018-05-19,97,35,63,5,0.7,39,156 1631 | 2018-05-20,54,37,42,3,0.7,28,104 1632 | 2018-05-21,79,58,38,2,0.9,34,49 1633 | 2018-05-22,96,42,141,2,0.4,23,90 1634 | 2018-05-23,130,52,209,5,0.5,38,138 1635 | 2018-05-24,135,47,120,7,0.7,48,198 1636 | 2018-05-25,144,55,118,6,0.7,37,208 1637 | 2018-05-26,NA,0,0,4,0.7,33,128 1638 | 2018-05-27,83,40,116,3,0.3,31,128 1639 | 2018-05-28,NA,0,0,2,0.2,23,87 1640 | 2018-05-29,55,13,50,2,0.3,31,105 1641 | 2018-05-30,85,12,34,3,0.3,32,142 1642 | 2018-05-31,137,26,65,5,0.5,43,200 1643 | 2018-06-01,114,25,62,3,0.4,44,175 1644 | 2018-06-02,178,45,97,8,0.7,47,243 1645 | 2018-06-03,81,49,112,4,0.6,37,115 1646 | 2018-06-04,93,27,82,3,0.4,37,151 1647 | 2018-06-05,147,35,106,6,0.5,39,211 1648 | 2018-06-06,158,45,130,8,0.7,41,223 1649 | 2018-06-07,84,19,51,3,0.4,22,140 1650 | 2018-06-08,80,14,42,2,0.4,30,135 1651 | 2018-06-09,49,20,37,2,0.5,26,97 1652 | 2018-06-10,95,31,31,2,0.6,21,153 1653 | 2018-06-11,89,58,58,2,0.8,28,146 1654 | 2018-06-12,125,77,75,3,0.9,39,187 1655 | 2018-06-13,59,42,41,3,0.8,30,93 1656 | 2018-06-14,111,23,37,3,0.6,33,172 1657 | 2018-06-15,120,72,63,5,1.3,26,181 1658 | 2018-06-16,126,73,75,3,0.9,26,188 1659 | 2018-06-17,87,41,43,2,0.7,25,144 1660 | 2018-06-18,131,72,71,3,0.8,31,194 1661 | 2018-06-19,104,47,65,4,0.9,25,164 1662 | 2018-06-20,86,35,45,3,0.6,30,143 1663 | 2018-06-21,142,24,56,6,0.7,33,206 1664 | 2018-06-22,89,55,82,6,1,46,146 1665 | 2018-06-23,190,50,76,4,0.7,29,255 1666 | 2018-06-24,164,48,83,4,0.7,28,229 1667 | 2018-06-25,111,73,104,5,1,38,172 1668 | 2018-06-26,144,110,95,4,1.5,32,202 1669 | 2018-06-27,44,24,43,3,0.4,32,87 1670 | 2018-06-28,59,8,22,3,0.3,23,110 1671 | 2018-06-29,95,16,50,2,0.4,40,153 1672 | 2018-06-30,165,29,67,5,0.8,31,230 1673 | 2018-07-01,107,44,49,4,0.9,24,167 1674 | 2018-07-02,96,39,49,3,0.7,21,155 1675 | 2018-07-03,109,49,46,3,0.7,22,169 1676 | 2018-07-04,152,52,69,3,0.8,29,217 1677 | 2018-07-05,156,61,92,3,1,33,221 1678 | 2018-07-06,150,32,50,3,0.8,23,215 1679 | 2018-07-07,65,47,45,3,0.8,25,46 1680 | 2018-07-08,98,48,37,3,0.8,21,157 1681 | 2018-07-09,93,69,62,3,0.8,27,75 1682 | 2018-07-10,46,30,31,3,0.6,20,92 1683 | 2018-07-11,40,27,25,3,0.6,32,62 1684 | 2018-07-12,43,30,24,3,0.6,29,71 1685 | 2018-07-13,55,39,42,3,0.8,35,98 1686 | 2018-07-14,99,46,39,3,0.7,21,158 1687 | 2018-07-15,103,53,51,3,0.8,26,163 1688 | 2018-07-16,33,23,30,3,0.7,24,62 1689 | 2018-07-17,32,18,12,3,0.6,25,57 1690 | 2018-07-18,99,74,59,3,1.2,25,106 1691 | 2018-07-19,84,62,50,3,0.8,29,117 1692 | 2018-07-20,95,71,66,3,0.9,20,154 1693 | 2018-07-21,116,61,68,3,0.8,19,177 1694 | 2018-07-22,55,39,41,3,0.7,25,96 1695 | 2018-07-23,89,46,53,3,0.8,23,146 1696 | 2018-07-24,28,14,18,3,0.5,17,55 1697 | 2018-07-25,48,9,15,3,0.4,16,96 1698 | 2018-07-26,85,10,28,3,0.5,23,141 1699 | 2018-07-27,83,43,50,3,1,21,139 1700 | 2018-07-28,114,49,55,3,1,19,175 1701 | 2018-07-29,130,65,78,3,1.1,24,192 1702 | 2018-07-30,126,64,74,3,1,26,188 1703 | 2018-07-31,145,56,73,3,1,28,209 1704 | 2018-08-01,149,52,77,3,1,25,213 1705 | 2018-08-02,135,74,90,3,1.3,23,198 1706 | 2018-08-03,120,47,69,2,0.9,25,182 1707 | 2018-08-04,152,56,86,3,1,27,217 1708 | 2018-08-05,73,30,48,3,0.7,19,127 1709 | 2018-08-06,46,32,44,4,1.2,28,56 1710 | 2018-08-07,78,55,54,3,1.1,24,133 1711 | 2018-08-08,38,20,21,3,0.8,20,75 1712 | 2018-08-09,95,26,30,2,0.9,26,154 1713 | 2018-08-10,135,32,42,2,0.8,26,198 1714 | 2018-08-11,76,41,43,3,1,22,131 1715 | 2018-08-12,68,49,39,2,1,21,95 1716 | 2018-08-13,76,41,37,2,0.9,20,131 1717 | 2018-08-14,35,23,29,2,0.7,19,70 1718 | 2018-08-15,45,13,25,2,0.5,24,89 1719 | 2018-08-16,81,12,27,2,0.3,23,137 1720 | 2018-08-17,137,28,57,2,0.6,36,200 1721 | 2018-08-18,45,13,20,3,0.4,22,90 1722 | 2018-08-19,38,18,31,3,0.6,28,75 1723 | 2018-08-20,78,21,32,2,0.7,22,133 1724 | 2018-08-21,51,11,27,2,0.4,25,101 1725 | 2018-08-22,54,17,47,2,0.6,43,60 1726 | 2018-08-23,68,15,36,2,0.5,31,121 1727 | 2018-08-24,54,11,31,2,0.4,29,104 1728 | 2018-08-25,121,27,60,3,0.6,29,183 1729 | 2018-08-26,125,53,82,3,0.8,28,187 1730 | 2018-08-27,124,56,79,5,1,30,186 1731 | 2018-08-28,92,53,67,3,0.9,32,150 1732 | 2018-08-29,53,8,21,2,0.4,22,103 1733 | 2018-08-30,39,14,34,3,0.6,30,77 1734 | 2018-08-31,86,13,28,3,0.5,26,143 1735 | 2018-09-01,88,44,50,3,0.9,30,145 1736 | 2018-09-02,67,41,34,2,0.8,19,120 1737 | 2018-09-03,42,29,28,2,0.5,19,78 1738 | 2018-09-04,43,7,19,2,0.3,24,86 1739 | 2018-09-05,62,11,33,3,0.4,31,114 1740 | 2018-09-06,35,8,35,2,0.3,19,68 1741 | 2018-09-07,34,5,18,2,0.3,17,68 1742 | 2018-09-08,42,8,23,2,0.3,27,84 1743 | 2018-09-09,75,24,56,4,0.5,41,129 1744 | 2018-09-10,75,43,74,6,0.9,52,129 1745 | 2018-09-11,80,43,68,5,0.8,41,135 1746 | 2018-09-12,103,47,58,4,0.8,37,163 1747 | 2018-09-13,110,80,97,4,0.9,49,170 1748 | 2018-09-14,132,100,109,5,1,50,157 1749 | 2018-09-15,30,14,23,2,0.4,20,59 1750 | 2018-09-16,42,8,26,3,0.3,30,83 1751 | 2018-09-17,52,12,40,3,0.4,41,72 1752 | 2018-09-18,63,20,55,3,0.5,50,56 1753 | 2018-09-19,74,28,63,3,0.7,59,42 1754 | 2018-09-20,64,45,70,3,0.7,50,116 1755 | 2018-09-21,45,15,45,2,0.3,29,62 1756 | 2018-09-22,34,6,25,2,0.2,18,68 1757 | 2018-09-23,30,5,25,2,0.3,22,59 1758 | 2018-09-24,36,8,25,3,0.3,28,72 1759 | 2018-09-25,48,22,48,4,0.6,36,90 1760 | 2018-09-26,54,34,57,3,0.6,40,93 1761 | 2018-09-27,89,66,80,5,0.9,59,68 1762 | 2018-09-28,75,55,42,3,0.8,35,83 1763 | 2018-09-29,32,6,13,3,0.3,24,64 1764 | 2018-09-30,30,5,18,3,0.3,21,59 1765 | 2018-10-01,40,8,21,3,0.3,19,80 1766 | 2018-10-02,44,11,29,3,0.4,35,81 1767 | 2018-10-03,53,13,34,3,0.5,42,82 1768 | 2018-10-04,74,46,74,8,1,56,128 1769 | 2018-10-05,109,82,87,7,1.2,56,123 1770 | 2018-10-06,33,8,21,3,0.3,18,66 1771 | 2018-10-07,49,10,36,2,0.4,39,67 1772 | 2018-10-08,42,9,34,2,0.4,33,73 1773 | 2018-10-09,26,4,19,3,0.2,15,51 1774 | 2018-10-10,33,7,22,3,0.3,26,52 1775 | 2018-10-11,47,12,31,2,0.3,37,59 1776 | 2018-10-12,73,40,73,4,0.6,58,72 1777 | 2018-10-13,113,85,104,6,1,75,90 1778 | 2018-10-14,189,142,143,6,1.2,77,114 1779 | 2018-10-15,203,153,126,5,1.4,69,55 1780 | 2018-10-16,83,61,38,3,0.9,37,74 1781 | 2018-10-17,53,32,51,2,0.6,42,63 1782 | 2018-10-18,67,31,50,3,0.6,53,64 1783 | 2018-10-19,73,43,56,3,0.7,58,79 1784 | 2018-10-20,88,65,75,5,0.8,68,81 1785 | 2018-10-21,152,116,111,7,1.4,85,56 1786 | 2018-10-22,158,120,116,5,1.2,58,72 1787 | 2018-10-23,45,15,43,2,0.4,36,58 1788 | 2018-10-24,85,45,95,4,0.9,68,37 1789 | 2018-10-25,112,84,123,9,1.5,74,29 1790 | 2018-10-26,45,5,45,3,0.2,11,56 1791 | 2018-10-27,33,10,32,3,0.3,26,57 1792 | 2018-10-28,36,4,29,2,0.2,11,72 1793 | 2018-10-29,31,5,20,2,0.3,21,62 1794 | 2018-10-30,49,11,33,3,0.4,39,65 1795 | 2018-10-31,62,23,51,4,0.8,49,45 1796 | 2018-11-01,80,51,77,6,0.9,64,58 1797 | 2018-11-02,152,116,126,8,1.5,96,31 1798 | 2018-11-03,211,161,148,8,1.7,89,81 1799 | 2018-11-04,102,76,69,3,0.8,48,23 1800 | 2018-11-05,47,20,27,2,0.5,37,30 1801 | 2018-11-06,50,14,31,3,0.5,40,40 1802 | 2018-11-07,65,28,55,4,0.7,52,16 1803 | 2018-11-08,94,70,101,6,1.2,73,14 1804 | 2018-11-09,54,31,58,3,0.6,41,61 1805 | 2018-11-10,50,13,38,3,0.4,40,37 1806 | 2018-11-11,72,46,80,5,0.7,57,49 1807 | 2018-11-12,132,100,119,7,1.2,75,33 1808 | 2018-11-13,230,180,159,6,1.7,78,33 1809 | 2018-11-14,270,220,164,4,2.2,75,37 1810 | 2018-11-15,84,62,57,3,0.8,32,52 1811 | 2018-11-16,39,14,28,3,0.4,31,52 1812 | 2018-11-17,78,44,76,7,0.8,62,24 1813 | 2018-11-18,64,30,77,5,0.7,42,63 1814 | 2018-11-19,83,47,92,10,1.1,66,17 1815 | 2018-11-20,69,40,87,6,0.8,54,50 1816 | 2018-11-21,49,21,49,4,0.5,35,55 1817 | 2018-11-22,68,28,64,6,0.7,54,37 1818 | 2018-11-23,93,69,98,13,1.4,66,13 1819 | 2018-11-24,123,93,106,9,1.2,63,46 1820 | 2018-11-25,119,90,112,8,1.4,73,24 1821 | 2018-11-26,266,216,231,11,2.4,105,15 1822 | 2018-11-27,163,50,275,3,0.5,31,61 1823 | 2018-11-28,116,56,181,15,1.3,68,12 1824 | 2018-11-29,101,58,152,14,1.6,65,17 1825 | 2018-11-30,123,93,184,12,1.9,83,16 1826 | 2018-12-01,175,132,199,10,2,82,30 1827 | 2018-12-02,232,182,227,7,2.6,85,5 1828 | 2018-12-03,NA,0,0,3,0.5,21,57 1829 | 2018-12-04,61,14,71,3,0.4,25,58 1830 | 2018-12-05,77,39,103,10,1.1,59,8 1831 | 2018-12-06,37,9,37,3,0.4,15,54 1832 | 2018-12-07,38,6,38,3,0.3,12,56 1833 | 2018-12-08,36,11,36,3,0.3,22,60 1834 | 2018-12-09,73,41,71,9,0.9,58,26 1835 | 2018-12-10,83,58,89,12,1.1,66,18 1836 | 2018-12-11,52,21,54,6,0.6,32,52 1837 | 2018-12-12,73,31,64,7,0.8,58,31 1838 | 2018-12-13,49,13,40,5,0.5,39,58 1839 | 2018-12-14,83,48,76,11,1,66,23 1840 | 2018-12-15,120,91,116,14,1.5,85,12 1841 | 2018-12-16,88,65,107,8,1.2,59,54 1842 | 2018-12-17,57,25,53,6,0.6,45,53 1843 | 2018-12-18,67,27,58,6,0.8,53,53 1844 | 2018-12-19,78,34,72,8,1,62,25 1845 | 2018-12-20,93,51,93,11,1.2,74,10 1846 | 2018-12-21,94,70,117,12,1.3,70,43 1847 | 2018-12-22,66,34,82,7,0.8,41,53 1848 | 2018-12-23,52,13,53,3,0.4,22,58 1849 | 2018-12-24,78,51,93,10,1,62,19 1850 | 2018-12-25,58,27,66,7,0.7,35,55 1851 | 2018-12-26,33,9,26,4,0.4,26,50 1852 | 2018-12-27,51,7,52,4,0.3,10,54 1853 | 2018-12-28,39,9,39,4,0.4,19,50 1854 | 2018-12-29,33,10,28,5,0.4,26,52 1855 | 2018-12-30,47,15,32,4,0.5,37,42 1856 | 2018-12-31,70,38,59,10,0.9,56,20 1857 | 2019-01-01,45,28,45,8,0.7,34,47 1858 | 2019-01-02,78,57,75,12,1,56,28 1859 | 2019-01-03,162,123,136,21,1.9,82,12 1860 | 2019-01-04,40,18,40,5,0.5,26,61 1861 | 2019-01-05,47,17,34,7,0.5,37,49 1862 | 2019-01-06,88,64,95,12,1.4,70,13 1863 | 2019-01-07,55,34,54,9,0.9,44,52 1864 | 2019-01-08,35,10,29,4,0.5,28,62 1865 | 2019-01-09,74,41,66,12,0.9,59,26 1866 | 2019-01-10,100,75,113,14,1.5,79,17 1867 | 2019-01-11,135,103,130,15,1.7,80,21 1868 | 2019-01-12,267,217,212,14,2.7,101,14 1869 | 2019-01-13,169,128,183,6,1.7,64,58 1870 | 2019-01-14,137,104,143,8,1.7,72,46 1871 | 2019-01-15,54,9,57,4,0.3,18,61 1872 | 2019-01-16,73,38,74,10,0.9,58,37 1873 | 2019-01-17,78,45,77,13,1.2,62,34 1874 | 2019-01-18,94,64,105,15,1.4,75,18 1875 | 2019-01-19,33,11,33,5,0.5,24,59 1876 | 2019-01-20,33,9,29,3,0.3,19,66 1877 | 2019-01-21,57,24,63,6,0.6,44,62 1878 | 2019-01-22,64,28,70,7,0.9,51,54 1879 | 2019-01-23,60,23,53,6,0.7,48,56 1880 | 2019-01-24,79,58,75,12,1.2,53,41 1881 | 2019-01-25,32,10,32,4,0.5,21,61 1882 | 2019-01-26,44,25,40,5,0.6,35,50 1883 | 2019-01-27,76,49,102,9,1,45,67 1884 | 2019-01-28,56,35,61,6,0.6,33,59 1885 | 2019-01-29,139,106,140,17,1.5,76,24 1886 | 2019-01-30,63,28,75,5,0.6,22,61 1887 | 2019-01-31,30,13,27,5,0.5,20,59 1888 | 2019-02-01,68,42,85,7,0.9,49,54 1889 | 2019-02-02,142,108,137,8,1.4,55,29 1890 | 2019-02-03,104,40,157,3,0.4,14,77 1891 | 2019-02-04,78,46,106,6,0.8,27,58 1892 | 2019-02-05,139,97,227,10,0.9,26,49 1893 | 2019-02-06,78,53,105,14,1.1,22,57 1894 | 2019-02-07,35,8,29,3,0.4,11,69 1895 | 2019-02-08,46,25,46,6,0.5,18,64 1896 | 2019-02-09,32,9,21,4,0.3,13,63 1897 | 2019-02-10,39,27,39,6,0.5,24,52 1898 | 2019-02-11,51,35,51,8,0.7,30,67 1899 | 2019-02-12,52,30,54,7,0.8,25,52 1900 | 2019-02-13,38,23,38,3,0.6,23,69 1901 | 2019-02-14,72,52,60,5,0.9,32,47 1902 | 2019-02-15,35,8,21,3,0.3,10,70 1903 | 2019-02-16,38,8,19,3,0.3,13,75 1904 | 2019-02-17,36,14,25,4,0.4,25,71 1905 | 2019-02-18,59,31,42,7,0.7,47,45 1906 | 2019-02-19,118,89,89,5,1,37,67 1907 | 2019-02-20,64,46,39,5,0.6,32,74 1908 | 2019-02-21,129,98,63,5,1.2,53,81 1909 | 2019-02-22,132,100,85,6,1.3,61,60 1910 | 2019-02-23,180,136,74,9,1.6,66,93 1911 | 2019-02-24,104,78,41,6,1,49,77 1912 | 2019-02-25,70,51,75,9,1,49,67 1913 | 2019-02-26,73,52,79,10,0.9,58,58 1914 | 2019-02-27,120,91,106,8,1.1,60,76 1915 | 2019-02-28,109,82,102,7,1,55,87 1916 | 2019-03-01,158,120,126,8,1.2,62,103 1917 | 2019-03-02,233,183,155,9,1.4,65,131 1918 | 2019-03-03,213,163,160,10,1.4,62,104 1919 | 2019-03-04,143,109,107,6,1.1,54,91 1920 | 2019-03-05,114,86,66,5,0.9,42,87 1921 | 2019-03-06,42,8,22,2,0.3,16,84 1922 | 2019-03-07,48,20,44,4,0.5,38,80 1923 | 2019-03-08,79,58,103,9,0.8,59,88 1924 | 2019-03-09,113,85,121,9,0.8,61,65 1925 | 2019-03-10,145,111,133,5,1,55,70 1926 | 2019-03-11,41,22,36,3,0.5,24,82 1927 | 2019-03-12,39,4,26,2,0.3,11,77 1928 | 2019-03-13,39,8,29,2,0.3,23,78 1929 | 2019-03-14,43,7,43,3,0.3,23,79 1930 | 2019-03-15,48,11,48,3,0.3,17,79 1931 | 2019-03-16,56,23,61,4,0.5,38,76 1932 | 2019-03-17,74,49,98,7,0.7,51,104 1933 | 2019-03-18,134,102,144,10,0.9,74,112 1934 | 2019-03-19,163,124,168,9,1,74,130 1935 | 2019-03-20,85,63,101,5,0.7,39,83 1936 | 2019-03-21,40,5,25,2,0.3,11,79 1937 | 2019-03-22,41,7,32,2,0.2,18,82 1938 | 2019-03-23,41,11,33,3,0.3,14,81 1939 | 2019-03-24,69,36,87,6,0.4,44,79 1940 | 2019-03-25,56,21,61,3,0.5,39,94 1941 | 2019-03-26,85,47,120,9,0.8,44,85 1942 | 2019-03-27,91,63,132,7,0.9,52,79 1943 | 2019-03-28,58,24,65,7,0.5,28,61 1944 | 2019-03-29,71,22,92,4,0.4,30,76 1945 | 2019-03-30,40,5,26,3,0.2,9,79 1946 | 2019-03-31,42,8,30,2,0.3,25,83 1947 | 2019-04-01,45,13,40,2,0.4,30,89 1948 | 2019-04-02,58,30,66,6,0.6,40,88 1949 | 2019-04-03,78,57,86,8,0.6,50,128 1950 | 2019-04-04,90,67,124,7,0.6,54,126 1951 | 2019-04-05,171,40,292,3,0.3,25,84 1952 | 2019-04-06,131,39,212,6,0.5,36,89 1953 | 2019-04-07,75,40,99,8,0.6,40,94 1954 | 2019-04-08,61,29,71,12,0.9,35,83 1955 | 2019-04-09,39,24,39,3,0.5,22,70 1956 | 2019-04-10,48,26,39,3,0.4,28,95 1957 | 2019-04-11,65,47,68,2,0.4,37,105 1958 | 2019-04-12,85,63,86,4,0.6,41,114 1959 | 2019-04-13,109,82,87,4,0.6,38,92 1960 | 2019-04-14,57,17,63,3,0.3,24,101 1961 | 2019-04-15,74,43,97,6,0.5,42,114 1962 | 2019-04-16,101,72,109,7,0.6,37,161 1963 | 2019-04-17,138,105,137,9,1,54,189 1964 | 2019-04-18,107,38,163,3,0.4,20,91 1965 | 2019-04-19,61,20,72,3,0.4,27,86 1966 | 2019-04-20,57,40,61,2,0.5,43,39 1967 | 2019-04-21,112,59,174,5,0.8,41,105 1968 | 2019-04-22,126,94,133,5,0.9,42,188 1969 | 2019-04-23,124,94,69,2,0.7,30,104 1970 | 2019-04-24,60,43,44,2,0.6,26,57 1971 | 2019-04-25,49,9,21,3,0.2,16,97 1972 | 2019-04-26,60,19,27,3,0.3,18,111 1973 | 2019-04-27,54,38,38,3,0.4,27,79 1974 | 2019-04-28,65,47,37,3,0.5,23,88 1975 | 2019-04-29,139,106,85,3,0.9,38,126 1976 | 2019-04-30,74,35,98,2,0.4,23,96 1977 | 2019-05-01,60,13,38,3,0.3,28,111 1978 | 2019-05-02,85,23,57,3,0.3,37,141 1979 | 2019-05-03,108,53,93,7,0.6,44,168 1980 | 2019-05-04,126,49,84,7,0.5,29,188 1981 | 2019-05-05,52,22,54,2,0.2,15,96 1982 | 2019-05-06,56,19,38,2,0.3,27,107 1983 | 2019-05-07,65,23,52,3,0.3,32,118 1984 | 2019-05-08,69,47,87,5,0.5,47,103 1985 | 2019-05-09,81,37,68,3,0.5,39,137 1986 | 2019-05-10,124,51,99,6,0.6,48,186 1987 | 2019-05-11,138,71,97,6,0.8,41,201 1988 | 2019-05-12,117,88,174,5,0.8,27,94 1989 | 2019-05-13,60,19,69,3,0.3,21,102 1990 | 2019-05-14,101,54,121,7,0.6,49,161 1991 | 2019-05-15,134,91,208,10,1.1,49,197 1992 | 2019-05-16,116,67,141,4,0.7,39,177 1993 | 2019-05-17,112,81,115,3,0.8,34,173 1994 | 2019-05-18,54,38,41,2,0.6,26,80 1995 | 2019-05-19,58,30,65,3,0.3,15,82 1996 | 2019-05-20,47,12,46,2,0.3,19,93 1997 | 2019-05-21,61,14,39,2,0.4,35,113 1998 | 2019-05-22,94,21,55,2,0.5,52,152 1999 | 2019-05-23,195,27,71,4,0.6,45,260 2000 | 2019-05-24,130,45,111,6,0.7,54,192 2001 | 2019-05-25,175,49,115,6,0.7,44,240 2002 | 2019-05-26,64,36,77,4,0.8,25,90 2003 | 2019-05-27,48,6,15,3,0.2,14,96 2004 | 2019-05-28,80,12,36,3,0.3,32,135 2005 | 2019-05-29,144,21,51,3,0.4,33,208 2006 | 2019-05-30,61,20,54,4,0.3,24,113 2007 | 2019-05-31,60,10,33,3,0.3,23,112 2008 | 2019-06-01,104,30,74,4,0.5,40,164 2009 | 2019-06-02,141,45,79,4,0.7,38,205 2010 | 2019-06-03,124,28,55,2,0.5,26,186 2011 | 2019-06-04,98,60,70,7,1.2,26,157 2012 | 2019-06-05,75,47,62,3,0.9,35,129 2013 | 2019-06-06,73,53,54,3,0.9,41,109 2014 | 2019-06-07,117,62,60,2,0.7,21,178 2015 | 2019-06-08,80,34,47,2,0.5,22,136 2016 | 2019-06-09,49,6,20,3,0.3,17,98 2017 | 2019-06-10,97,29,54,2,0.6,27,156 2018 | 2019-06-11,175,51,62,5,0.9,24,240 2019 | 2019-06-12,156,35,56,7,0.9,27,221 2020 | 2019-06-13,127,23,43,2,0.6,25,189 2021 | 2019-06-14,87,31,56,3,0.6,33,144 2022 | 2019-06-15,123,21,52,6,0.7,26,185 2023 | 2019-06-16,36,25,32,3,0.6,23,58 2024 | 2019-06-17,97,51,51,3,0.9,31,156 2025 | 2019-06-18,186,60,65,3,0.8,28,251 2026 | 2019-06-19,154,74,90,6,1.2,21,219 2027 | 2019-06-20,179,61,82,3,0.8,30,244 2028 | 2019-06-21,101,51,79,6,1,28,161 2029 | 2019-06-22,117,22,56,2,0.4,32,178 2030 | 2019-06-23,193,40,88,8,0.8,35,258 2031 | 2019-06-24,166,36,74,5,0.7,33,231 2032 | 2019-06-25,187,46,102,7,0.8,30,252 2033 | 2019-06-26,188,43,83,6,0.8,25,253 2034 | 2019-06-27,170,48,76,5,0.8,27,235 2035 | 2019-06-28,120,27,40,2,0.6,18,181 2036 | 2019-06-29,55,14,28,3,0.4,16,105 2037 | 2019-06-30,47,5,18,3,0.3,14,93 2038 | 2019-07-01,67,10,30,2,0.3,25,120 2039 | 2019-07-02,110,24,62,2,0.6,34,170 2040 | 2019-07-03,119,21,38,3,0.5,28,180 2041 | 2019-07-04,173,30,72,4,0.6,39,238 2042 | 2019-07-05,60,27,49,2,0.6,34,112 2043 | 2019-07-06,33,7,14,3,0.3,16,66 2044 | 2019-07-07,64,13,21,2,0.4,17,116 2045 | 2019-07-08,100,25,34,2,0.5,25,159 2046 | 2019-07-09,50,29,49,2,0.6,40,98 2047 | 2019-07-10,90,44,47,3,0.8,25,147 2048 | 2019-07-11,96,28,39,2,0.5,23,155 2049 | 2019-07-12,144,25,48,2,0.5,25,208 2050 | 2019-07-13,151,55,77,3,0.9,29,216 2051 | 2019-07-14,117,15,31,2,0.5,17,178 2052 | 2019-07-15,162,53,68,3,0.8,25,227 2053 | 2019-07-16,101,37,51,3,0.8,28,161 2054 | 2019-07-17,72,52,42,3,0.8,29,69 2055 | 2019-07-18,130,67,64,2,0.9,25,192 2056 | 2019-07-19,77,56,61,2,0.9,31,110 2057 | 2019-07-20,80,59,59,2,0.8,32,70 2058 | 2019-07-21,146,64,69,2,0.8,27,210 2059 | 2019-07-22,104,78,99,2,1.1,45,111 2060 | 2019-07-23,105,24,28,2,0.6,17,165 2061 | 2019-07-24,109,33,55,3,0.7,30,169 2062 | 2019-07-25,130,24,52,3,0.5,31,192 2063 | 2019-07-26,167,40,70,2,0.7,24,232 2064 | 2019-07-27,167,83,86,3,0.9,27,232 2065 | 2019-07-28,113,55,59,3,0.8,16,174 2066 | 2019-07-29,43,14,13,3,0.5,22,86 2067 | 2019-07-30,114,27,33,3,0.6,20,175 2068 | 2019-07-31,142,22,43,3,0.7,27,206 2069 | 2019-08-01,150,24,54,2,0.7,23,214 2070 | 2019-08-02,83,29,36,5,0.8,21,139 2071 | 2019-08-03,117,35,44,3,0.7,26,178 2072 | 2019-08-04,65,40,45,3,0.9,28,117 2073 | 2019-08-05,51,30,27,3,0.7,21,101 2074 | 2019-08-06,91,46,47,2,0.7,24,149 2075 | 2019-08-07,96,17,23,3,0.6,21,155 2076 | 2019-08-08,123,33,46,2,0.7,28,185 2077 | 2019-08-09,75,40,45,2,0.7,23,129 2078 | 2019-08-10,61,23,25,3,0.6,26,113 2079 | 2019-08-11,28,15,20,2,0.6,22,38 2080 | 2019-08-12,39,6,16,2,0.4,15,78 2081 | 2019-08-13,39,5,16,3,0.4,16,78 2082 | 2019-08-14,44,11,28,2,0.5,28,88 2083 | 2019-08-15,117,15,38,2,0.5,29,178 2084 | 2019-08-16,39,6,18,2,0.3,16,78 2085 | 2019-08-17,39,11,24,2,0.4,26,78 2086 | 2019-08-18,86,15,45,2,0.5,33,143 2087 | 2019-08-19,132,40,80,3,0.7,36,195 2088 | 2019-08-20,70,51,54,3,0.8,30,88 2089 | 2019-08-21,46,26,27,4,0.6,25,92 2090 | 2019-08-22,43,14,32,3,0.6,34,83 2091 | 2019-08-23,43,10,31,3,0.5,34,80 2092 | 2019-08-24,100,15,43,3,0.5,32,159 2093 | 2019-08-25,94,23,52,2,0.6,30,152 2094 | 2019-08-26,102,76,90,2,0.9,39,123 2095 | 2019-08-27,46,28,32,2,0.5,31,91 2096 | 2019-08-28,34,4,25,2,0.3,21,67 2097 | 2019-08-29,36,3,15,3,0.3,16,71 2098 | 2019-08-30,45,6,21,2,0.3,20,89 2099 | 2019-08-31,86,12,37,2,0.4,28,143 2100 | 2019-09-01,100,20,51,3,0.4,32,160 2101 | 2019-09-02,128,26,59,2,0.5,34,190 2102 | 2019-09-03,178,48,83,3,0.7,39,243 2103 | 2019-09-04,143,52,79,3,0.8,39,207 2104 | 2019-09-05,149,45,72,2,0.6,34,213 2105 | 2019-09-06,178,49,83,3,0.7,40,243 2106 | 2019-09-07,150,45,74,3,0.7,36,215 2107 | 2019-09-08,127,34,72,3,0.6,36,189 2108 | 2019-09-09,147,65,92,7,1.3,31,211 2109 | 2019-09-10,33,10,11,3,0.5,19,65 2110 | 2019-09-11,40,15,26,5,0.7,32,47 2111 | 2019-09-12,38,20,31,2,0.5,25,75 2112 | 2019-09-13,35,22,23,2,0.5,22,69 2113 | 2019-09-14,50,11,26,3,0.4,27,100 2114 | 2019-09-15,68,27,53,2,0.5,38,121 2115 | 2019-09-16,61,17,44,3,0.5,28,113 2116 | 2019-09-17,83,29,60,3,0.6,30,139 2117 | 2019-09-18,41,6,26,3,0.3,21,82 2118 | 2019-09-19,56,24,61,3,0.5,41,90 2119 | 2019-09-20,74,37,70,3,0.7,41,128 2120 | 2019-09-21,120,58,78,5,1.1,37,182 2121 | 2019-09-22,119,77,72,4,1.3,31,180 2122 | 2019-09-23,51,29,40,3,0.6,35,101 2123 | 2019-09-24,61,12,35,3,0.4,28,113 2124 | 2019-09-25,100,23,53,3,0.6,37,160 2125 | 2019-09-26,127,34,56,2,0.7,35,189 2126 | 2019-09-27,95,51,57,3,0.8,31,154 2127 | 2019-09-28,127,57,67,2,0.8,32,189 2128 | 2019-09-29,137,59,76,2,0.9,35,200 2129 | 2019-09-30,104,71,96,3,0.9,32,164 2130 | 2019-10-01,70,51,79,3,0.8,23,0 2131 | 2019-10-02,70,51,69,3,0.9,24,0 2132 | 2019-10-03,89,56,82,2,0.8,22,146 2133 | 2019-10-04,27,11,27,2,0.4,12,47 2134 | 2019-10-05,23,6,16,2,0.3,18,0 2135 | 2019-10-06,47,23,33,2,0.4,37,0 2136 | 2019-10-07,54,38,52,2,0.6,35,0 2137 | 2019-10-08,29,7,23,3,0.3,22,58 2138 | 2019-10-09,55,31,55,4,0.5,44,69 2139 | 2019-10-10,67,48,44,2,0.5,31,49 2140 | 2019-10-11,59,42,57,4,0.8,45,35 2141 | 2019-10-12,72,28,72,15,1.4,57,14 2142 | 2019-10-13,55,23,51,4,0.9,44,17 2143 | 2019-10-14,34,9,21,2,0.3,27,53 2144 | 2019-10-15,49,16,32,2,0.4,39,46 2145 | 2019-10-16,58,28,44,2,0.5,46,35 2146 | 2019-10-17,74,54,53,2,0.8,51,8 2147 | 2019-10-18,82,60,46,2,0.8,43,58 2148 | 2019-10-19,163,124,86,2,1.2,58,42 2149 | 2019-10-20,105,79,121,2,0.7,42,60 2150 | 2019-10-21,55,17,54,3,0.5,44,43 2151 | 2019-10-22,75,44,98,3,0.9,60,49 2152 | 2019-10-23,104,78,120,4,1.1,67,95 2153 | 2019-10-24,90,67,84,2,0.9,52,46 2154 | 2019-10-25,30,8,20,2,0.4,24,55 2155 | 2019-10-26,59,30,54,3,0.6,47,36 2156 | 2019-10-27,73,53,80,3,0.8,58,38 2157 | 2019-10-28,113,26,175,2,0.3,20,60 2158 | 2019-10-29,68,32,85,4,0.6,54,44 2159 | 2019-10-30,93,54,114,3,0.8,74,28 2160 | 2019-10-31,74,36,84,3,0.9,59,66 2161 | 2019-11-01,64,25,68,6,0.8,51,36 2162 | 2019-11-02,64,29,49,2,0.7,51,13 2163 | 2019-11-03,48,33,48,3,0.6,34,33 2164 | 2019-11-04,67,48,57,2,0.8,44,34 2165 | 2019-11-05,59,42,57,3,0.8,41,40 2166 | 2019-11-06,73,46,71,2,0.7,58,19 2167 | 2019-11-07,47,24,47,3,0.5,37,44 2168 | 2019-11-08,70,39,73,3,0.8,56,26 2169 | 2019-11-09,112,84,94,3,1,67,21 2170 | 2019-11-10,67,31,84,2,0.4,23,60 2171 | 2019-11-11,54,17,53,2,0.5,43,51 2172 | 2019-11-12,92,50,92,6,0.9,73,18 2173 | 2019-11-13,55,9,59,3,0.2,14,63 2174 | 2019-11-14,62,25,57,5,0.6,49,22 2175 | 2019-11-15,64,35,78,6,0.9,51,17 2176 | 2019-11-16,65,47,80,9,1.3,52,13 2177 | 2019-11-17,119,52,188,5,0.8,34,54 2178 | 2019-11-18,74,19,98,2,0.3,20,53 2179 | 2019-11-19,56,20,62,2,0.4,32,49 2180 | 2019-11-20,87,61,124,8,0.9,69,15 2181 | 2019-11-21,119,90,158,9,1.6,78,6 2182 | 2019-11-22,183,138,181,9,2.4,94,5 2183 | 2019-11-23,175,132,137,6,1.6,69,34 2184 | 2019-11-24,30,7,30,3,0.2,11,58 2185 | 2019-11-25,40,13,30,3,0.4,32,29 2186 | 2019-11-26,73,38,72,6,0.8,58,14 2187 | 2019-11-27,34,7,21,3,0.3,27,55 2188 | 2019-11-28,75,39,69,11,1,60,17 2189 | 2019-11-29,80,58,74,7,1,64,7 2190 | 2019-11-30,72,52,39,3,0.7,35,59 2191 | 2019-12-01,30,11,30,4,0.3,17,60 2192 | 2019-12-02,30,10,25,3,0.3,24,52 2193 | 2019-12-03,48,15,43,3,0.5,38,62 2194 | 2019-12-04,43,13,32,3,0.4,34,65 2195 | 2019-12-05,48,21,38,4,0.7,38,56 2196 | 2019-12-06,73,49,67,5,0.9,58,19 2197 | 2019-12-07,78,52,68,4,0.9,62,29 2198 | 2019-12-08,189,142,142,3,1.7,75,5 2199 | 2019-12-09,233,183,183,2,2.1,87,9 2200 | 2019-12-10,129,98,114,3,1.4,51,56 2201 | 2019-12-11,29,6,15,2,0.3,22,58 2202 | 2019-12-12,59,19,37,4,0.6,47,30 2203 | 2019-12-13,50,21,47,5,0.7,40,58 2204 | 2019-12-14,57,15,28,3,0.5,45,38 2205 | 2019-12-15,85,49,75,10,1.3,68,11 2206 | 2019-12-16,92,68,49,2,1.3,65,7 2207 | 2019-12-17,28,10,18,2,0.3,14,56 2208 | 2019-12-18,47,19,27,2,0.5,37,34 2209 | 2019-12-19,30,11,23,3,0.4,24,53 2210 | 2019-12-20,60,19,34,3,0.6,48,26 2211 | 2019-12-21,65,38,51,4,0.8,52,18 2212 | 2019-12-22,87,63,78,7,1.2,69,18 2213 | 2019-12-23,67,48,57,5,1,42,46 2214 | 2019-12-24,109,82,76,4,1.3,55,18 2215 | 2019-12-25,79,58,57,4,1,39,51 2216 | 2019-12-26,47,16,47,2,0.5,34,51 2217 | 2019-12-27,75,39,88,4,0.9,60,16 2218 | 2019-12-28,103,77,118,9,1.6,72,13 2219 | 2019-12-29,118,89,110,6,1.4,55,55 2220 | 2019-12-30,35,8,35,3,0.3,10,52 2221 | 2019-12-31,48,21,36,5,0.5,38,31 2222 | 2020-01-01,62,35,56,7,0.8,49,20 2223 | 2020-01-02,80,51,80,7,1.2,64,16 2224 | 2020-01-03,82,50,72,8,1.2,65,26 2225 | 2020-01-04,74,43,66,7,1.1,59,44 2226 | 2020-01-05,83,61,73,6,1.3,66,13 2227 | 2020-01-06,75,55,32,3,1,47,30 2228 | 2020-01-07,30,12,19,4,0.4,22,59 2229 | 2020-01-08,40,17,25,3,0.5,32,64 2230 | 2020-01-09,63,35,39,6,0.8,50,39 2231 | 2020-01-10,43,26,33,6,0.6,34,63 2232 | 2020-01-11,32,11,20,3,0.4,25,56 2233 | 2020-01-12,42,19,26,7,0.5,33,50 2234 | 2020-01-13,31,11,20,4,0.4,18,62 2235 | 2020-01-14,39,17,25,4,0.4,31,53 2236 | 2020-01-15,72,49,58,7,0.9,57,25 2237 | 2020-01-16,60,41,49,7,0.9,48,54 2238 | 2020-01-17,97,72,79,12,1.5,66,26 2239 | 2020-01-18,207,157,154,4,2.1,63,27 2240 | 2020-01-19,60,28,69,2,0.5,24,60 2241 | 2020-01-20,31,10,27,2,0.3,18,62 2242 | 2020-01-21,60,43,56,7,0.9,43,44 2243 | 2020-01-22,89,66,70,8,1.1,52,42 2244 | 2020-01-23,77,56,63,6,0.9,36,71 2245 | 2020-01-24,102,76,77,6,0.7,21,73 2246 | 2020-01-25,193,145,161,10,1,33,69 2247 | 2020-01-26,202,152,147,11,1.7,38,75 2248 | 2020-01-27,208,158,137,10,1.8,37,81 2249 | 2020-01-28,221,171,147,13,2.1,40,109 2250 | 2020-01-29,94,70,51,7,1,27,81 2251 | 2020-01-30,64,46,48,5,0.8,27,81 2252 | 2020-01-31,62,44,47,4,0.8,27,80 2253 | 2020-02-01,36,9,16,2,0.3,10,72 2254 | 2020-02-02,45,31,32,2,0.4,11,68 2255 | 2020-02-03,34,18,28,2,0.4,14,67 2256 | 2020-02-04,34,10,18,2,0.3,12,67 2257 | 2020-02-05,38,26,33,3,0.6,18,48 2258 | -------------------------------------------------------------------------------- /lstmair.py: -------------------------------------------------------------------------------- 1 | """ 2 | Predict the pollution for the next day based the weather conditions and pollution over the last day 3 | and given the “expected” weather conditions for the next hour. 4 | """ 5 | from math import sqrt 6 | from numpy import concatenate 7 | from matplotlib import pyplot 8 | from pandas import read_csv 9 | from pandas import DataFrame 10 | from pandas import concat 11 | import tensorflow as tf 12 | from tensorflow import keras 13 | from sklearn.preprocessing import MinMaxScaler 14 | from sklearn.preprocessing import LabelEncoder 15 | from sklearn.metrics import mean_squared_error 16 | 17 | # convert series to supervised learning 18 | def series_to_supervised(data, n_in=1, n_out=1, dropnan=True): 19 | n_vars = 1 if type(data) is list else data.shape[1] 20 | df = DataFrame(data) 21 | cols, names = list(), list() 22 | # input sequence (t-n, ... t-1) 23 | for i in range(n_in, 0, -1): 24 | cols.append(df.shift(i)) 25 | names += [('var%d(t-%d)' % (j+1, i)) for j in range(n_vars)] 26 | # forecast sequence (t, t+1, ... t+n) 27 | for i in range(0, n_out): 28 | cols.append(df.shift(-i)) 29 | if i == 0: 30 | names += [('var%d(t)' % (j+1)) for j in range(n_vars)] 31 | else: 32 | names += [('var%d(t+%d)' % (j+1, i)) for j in range(n_vars)] 33 | # put it all together 34 | agg = concat(cols, axis=1) 35 | agg.columns = names 36 | # drop rows with NaN values 37 | if dropnan: 38 | agg.dropna(inplace=True) 39 | return agg 40 | 41 | # load dataset 42 | dataset = read_csv(r"D:\workspace\ML\air.csv", header=0, index_col=0) 43 | values = dataset.values 44 | # ensure all data is float 45 | values = values.astype('float32') 46 | # standlize features 47 | scaler = MinMaxScaler(feature_range=(0, 1)) 48 | scaled = scaler.fit_transform(values) 49 | min_aqi= min(dataset['AQI']) 50 | max_aqi= max(dataset['AQI']) 51 | # frame as supervised learning 52 | reframed = series_to_supervised(scaled, 1, 1) 53 | print(reframed.head()) 54 | # specify the number of lag hours 55 | n_features = 7 56 | 57 | # split into train and test sets 58 | values = reframed.values 59 | n_train = 2000 60 | train = values[:n_train, :] 61 | test = values[n_train:, :] 62 | # split into input and outputs 63 | col = [0,1,2,3,4,5,6,8,9,10,11,12,13] 64 | train_X, train_y = train[:, col], train[:, -n_features] 65 | test_X, test_y = test[:, col], test[:, -n_features] 66 | print(train_X.shape, len(train_X), train_y.shape) 67 | # reshape input to be 3D [samples, timesteps, features] 68 | train_X = train_X.reshape((train_X.shape[0], 1, train_X.shape[1])) 69 | test_X = test_X.reshape((test_X.shape[0], 1, test_X.shape[1])) 70 | print(train_X.shape, train_y.shape, test_X.shape, test_y.shape) 71 | 72 | # design network 73 | model = keras.Sequential() 74 | model.add( 75 | keras.layers.Bidirectional( 76 | keras.layers.LSTM( 77 | units=50, 78 | input_shape=(train_X.shape[1], train_X.shape[2]) 79 | ) 80 | ) 81 | ) 82 | model.add(keras.layers.Dropout(rate=0.2)) 83 | model.add(keras.layers.Dense(units=1)) 84 | model.compile(loss='mean_squared_error', optimizer='adam') 85 | # fit network 86 | history = model.fit(train_X, train_y, epochs=50, batch_size=32, validation_data=(test_X, test_y), verbose=2, shuffle=False) 87 | # plot history 88 | pyplot.plot(history.history['loss'], label='train') 89 | pyplot.plot(history.history['val_loss'], label='test') 90 | pyplot.legend() 91 | pyplot.show() 92 | 93 | # make a prediction 94 | yhat = model.predict(test_X) 95 | # invert scaling for forecast 96 | inv_yhat = yhat*(max_aqi-min_aqi)+min_aqi 97 | # invert scaling for actual 98 | test_y = test_y.reshape((len(test_y), 1)) 99 | inv_y = test_y*(max_aqi-min_aqi)+min_aqi 100 | # calculate RMSE 101 | rmse = sqrt(mean_squared_error(inv_y, inv_yhat)) 102 | print('Test RMSE: %.3f' % rmse) -------------------------------------------------------------------------------- /lstmair_1.py: -------------------------------------------------------------------------------- 1 | """ 2 | https://machinelearningmastery.com/multivariate-time-series-forecasting-lstms-keras/ 3 | Predict the pollution for the next day 4 | based on the weather conditions and pollution over the last 24 hours. 5 | """ 6 | from math import sqrt 7 | from numpy import concatenate 8 | from matplotlib import pyplot 9 | from pandas import read_csv 10 | from pandas import DataFrame 11 | from pandas import concat 12 | import tensorflow as tf 13 | from tensorflow import keras 14 | from sklearn.preprocessing import MinMaxScaler 15 | from sklearn.preprocessing import LabelEncoder 16 | from sklearn.metrics import mean_squared_error 17 | 18 | n_day = 7 #based on past n_day to predict aqi 19 | # convert series to supervised learning 20 | def series_to_supervised(data, n_in=1, n_out=1, dropnan=True): 21 | n_vars = 1 if type(data) is list else data.shape[1] 22 | df = DataFrame(data) 23 | cols, names = list(), list() 24 | # input sequence (t-n, ... t-1) 25 | for i in range(n_in, 0, -1): 26 | cols.append(df.shift(i)) 27 | names += [('var%d(t-%d)' % (j+1, i)) for j in range(n_vars)] 28 | # forecast sequence (t, t+1, ... t+n) 29 | for i in range(0, n_out): 30 | cols.append(df.shift(-i)) 31 | if i == 0: 32 | names += [('var%d(t)' % (j+1)) for j in range(n_vars)] 33 | else: 34 | names += [('var%d(t+%d)' % (j+1, i)) for j in range(n_vars)] 35 | # put it all together 36 | agg = concat(cols, axis=1) 37 | agg.columns = names 38 | # drop rows with NaN values 39 | if dropnan: 40 | agg.dropna(inplace=True) 41 | return agg 42 | 43 | # load dataset 44 | dataset = read_csv(r"D:\workspace\ML\air.csv", header=0, index_col=0) 45 | values = dataset.values 46 | # ensure all data is float 47 | values = values.astype('float32') 48 | # standlize features 49 | scaler = MinMaxScaler(feature_range=(0, 1)) 50 | scaled = scaler.fit_transform(values) 51 | min_aqi= min(dataset['AQI']) 52 | max_aqi= max(dataset['AQI']) 53 | # frame as supervised learning 54 | reframed = series_to_supervised(scaled, n_day, 1) 55 | print(reframed.head()) 56 | # specify the number of lag hours 57 | n_features = 7 58 | 59 | # split into train and test sets 60 | values = reframed.values 61 | n_train = 2000 62 | train = values[:n_train, :] 63 | test = values[n_train:, :] 64 | # split into input and outputs 65 | train_X, train_y = train[:, :n_day*n_features], train[:, -n_features] 66 | test_X, test_y = test[:, :n_day*n_features], test[:, -n_features] 67 | print(train_X.shape, len(train_X), train_y.shape) 68 | # reshape input to be 3D [samples, timesteps, features] 69 | train_X = train_X.reshape((len(train_X), n_day, n_features)) 70 | test_X = test_X.reshape((len(test_X), n_day, n_features)) 71 | print(train_X.shape, train_y.shape, test_X.shape, test_y.shape) 72 | 73 | # design network 74 | model = keras.Sequential() 75 | model.add( 76 | keras.layers.Bidirectional( 77 | keras.layers.LSTM( 78 | units=50, 79 | input_shape=(train_X.shape[1], train_X.shape[2]) 80 | ) 81 | ) 82 | ) 83 | model.add(keras.layers.Dropout(rate=0.2)) 84 | model.add(keras.layers.Dense(units=1)) 85 | model.compile(loss='mean_squared_error', optimizer='adam') 86 | # fit network 87 | history = model.fit(train_X, train_y, epochs=50, batch_size=32, validation_data=(test_X, test_y), verbose=2, shuffle=False) 88 | # plot history 89 | pyplot.plot(history.history['loss'], label='train') 90 | pyplot.plot(history.history['val_loss'], label='test') 91 | pyplot.legend() 92 | pyplot.show() 93 | 94 | # make a prediction 95 | yhat = model.predict(test_X) 96 | # invert scaling for forecast 97 | inv_yhat = yhat*(max_aqi-min_aqi)+min_aqi 98 | # invert scaling for actual 99 | test_y = test_y.reshape((len(test_y), 1)) 100 | inv_y = test_y*(max_aqi-min_aqi)+min_aqi 101 | # calculate RMSE 102 | rmse = sqrt(mean_squared_error(inv_y, inv_yhat)) 103 | print('Test RMSE: %.3f' % rmse) --------------------------------------------------------------------------------