├── 978-1-4842-8004-1.jpg ├── errata.md ├── README.md ├── Contributing.md ├── LICENSE.txt ├── Ch_3_regression.csv ├── Ch_5_time_series.csv ├── dialectic_learning_label.csv ├── Ch_3_news_share_example ├── seccond.csv ├── marketdata_sample.csv └── news_sample.csv ├── time_series_r_example_data.csv └── dialectic_learnign_data.csv /978-1-4842-8004-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/advanced-data-analytics-python-2e/HEAD/978-1-4842-8004-1.jpg -------------------------------------------------------------------------------- /errata.md: -------------------------------------------------------------------------------- 1 | # Errata for *Advanced Data Analytics Using Python, 2nd Edition* 2 | 3 | On **page xx** [Summary of error]: 4 | 5 | Details of error here. Highlight key pieces in **bold**. 6 | 7 | *** 8 | 9 | On **page xx** [Summary of error]: 10 | 11 | Details of error here. Highlight key pieces in **bold**. 12 | 13 | *** -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Apress Source Code 2 | 3 | This repository accompanies [*Advanced Data Analytics Using Python*](https://link.springer.com/book/10.1007/978-1-4842-8005-8) by Sayan Mukhopadhyay (Apress, 2022). 4 | 5 | [comment]: #cover 6 | ![Cover image](978-1-4842-8004-1.jpg) 7 | 8 | Download the files as a zip using the green button, or clone the repository to your machine using Git. 9 | 10 | ## Releases 11 | 12 | Release v1.0 corresponds to the code in the published book, without corrections or updates. 13 | 14 | ## Contributions 15 | 16 | See the file Contributing.md for more information on how you can contribute to this repository. -------------------------------------------------------------------------------- /Contributing.md: -------------------------------------------------------------------------------- 1 | # Contributing to Apress Source Code 2 | 3 | Copyright for Apress source code belongs to the author(s). However, under fair use you are encouraged to fork and contribute minor corrections and updates for the benefit of the author(s) and other readers. 4 | 5 | ## How to Contribute 6 | 7 | 1. Make sure you have a GitHub account. 8 | 2. Fork the repository for the relevant book. 9 | 3. Create a new branch on which to make your change, e.g. 10 | `git checkout -b my_code_contribution` 11 | 4. Commit your change. Include a commit message describing the correction. Please note that if your commit message is not clear, the correction will not be accepted. 12 | 5. Submit a pull request. 13 | 14 | Thank you for your contribution! -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- 1 | Freeware License, some rights reserved 2 | 3 | Copyright (c) 2022 Sayan Mukhopadhyay 4 | 5 | Permission is hereby granted, free of charge, to anyone obtaining a copy 6 | of this software and associated documentation files (the "Software"), 7 | to work with the Software within the limits of freeware distribution and fair use. 8 | This includes the rights to use, copy, and modify the Software for personal use. 9 | Users are also allowed and encouraged to submit corrections and modifications 10 | to the Software for the benefit of other users. 11 | 12 | It is not allowed to reuse, modify, or redistribute the Software for 13 | commercial use in any way, or for a user’s educational materials such as books 14 | or blog articles without prior permission from the copyright holder. 15 | 16 | The above copyright notice and this permission notice need to be included 17 | in all copies or substantial portions of the software. 18 | 19 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 20 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 21 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 22 | AUTHORS OR COPYRIGHT HOLDERS OR APRESS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 23 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 24 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 25 | SOFTWARE. 26 | 27 | 28 | -------------------------------------------------------------------------------- /Ch_3_regression.csv: -------------------------------------------------------------------------------- 1 | x,y 2 | 6.1101,17.592 3 | 5.5277,9.1302 4 | 8.5186,13.662 5 | 7.0032,11.854 6 | 5.8598,6.8233 7 | 8.3829,11.886 8 | 7.4764,4.3483 9 | 8.5781,12 10 | 6.4862,6.5987 11 | 5.0546,3.8166 12 | 5.7107,3.2522 13 | 14.164,15.505 14 | 5.734,3.1551 15 | 8.4084,7.2258 16 | 5.6407,0.71618 17 | 5.3794,3.5129 18 | 6.3654,5.3048 19 | 5.1301,0.56077 20 | 6.4296,3.6518 21 | 7.0708,5.3893 22 | 6.1891,3.1386 23 | 20.27,21.767 24 | 5.4901,4.263 25 | 6.3261,5.1875 26 | 5.5649,3.0825 27 | 18.945,22.638 28 | 12.828,13.501 29 | 10.957,7.0467 30 | 13.176,14.692 31 | 22.203,24.147 32 | 5.2524,-1.22 33 | 6.5894,5.9966 34 | 9.2482,12.134 35 | 5.8918,1.8495 36 | 8.2111,6.5426 37 | 7.9334,4.5623 38 | 8.0959,4.1164 39 | 5.6063,3.3928 40 | 12.836,10.117 41 | 6.3534,5.4974 42 | 5.4069,0.55657 43 | 6.8825,3.9115 44 | 11.708,5.3854 45 | 5.7737,2.4406 46 | 7.8247,6.7318 47 | 7.0931,1.0463 48 | 5.0702,5.1337 49 | 5.8014,1.844 50 | 11.7,8.0043 51 | 5.5416,1.0179 52 | 7.5402,6.7504 53 | 5.3077,1.8396 54 | 7.4239,4.2885 55 | 7.6031,4.9981 56 | 6.3328,1.4233 57 | 6.3589,-1.4211 58 | 6.2742,2.4756 59 | 5.6397,4.6042 60 | 9.3102,3.9624 61 | 9.4536,5.4141 62 | 8.8254,5.1694 63 | 5.1793,-0.74279 64 | 21.279,17.929 65 | 14.908,12.054 66 | 18.959,17.054 67 | 7.2182,4.8852 68 | 8.2951,5.7442 69 | 10.236,7.7754 70 | 5.4994,1.0173 71 | 20.341,20.992 72 | 10.136,6.6799 73 | 7.3345,4.0259 74 | 6.0062,1.2784 75 | 7.2259,3.3411 76 | 5.0269,-2.6807 77 | 6.5479,0.29678 78 | 7.5386,3.8845 79 | 5.0365,5.7014 80 | 10.274,6.7526 81 | 5.1077,2.0576 82 | 5.7292,0.47953 83 | 5.1884,0.20421 84 | 6.3557,0.67861 85 | 9.7687,7.5435 86 | 6.5159,5.3436 87 | 8.5172,4.2415 88 | 9.1802,6.7981 89 | 6.002,0.92695 90 | 5.5204,0.152 91 | 5.0594,2.8214 92 | 5.7077,1.8451 93 | 7.6366,4.2959 94 | 5.8707,7.2029 95 | 5.3054,1.9869 96 | 8.2934,0.14454 97 | 13.394,9.0551 98 | 5.4369,0.61705 -------------------------------------------------------------------------------- /Ch_5_time_series.csv: -------------------------------------------------------------------------------- 1 | 21.251 2 | 19.813 3 | 18.387 4 | 16.612 5 | 16.352 6 | 15.104 7 | 17.169 8 | 27.167 9 | 34.899 10 | 36.022 11 | 33.067 12 | 28.273 13 | 23.566 14 | 19.536 15 | 19.082 16 | 19.18 17 | 19.186 18 | 18.167 19 | 19.396 20 | 19.772 21 | 20.501 22 | 22.206 23 | 21.108 24 | 18.41 25 | 18.163 26 | 18.053 27 | 17.63 28 | 18.919 29 | 19.888 30 | 21.158 31 | 20.236 32 | 19.738 33 | 20.27 34 | 20.261 35 | 19.214 36 | 18.139 37 | 17.386 38 | 18.466 39 | 18.785 40 | 18.674 41 | 18.507 42 | 17.652 43 | 16.775 44 | 16.696 45 | 16.011 46 | 16.606 47 | 15.196 48 | 13.725 49 | 14.291 50 | 13.802 51 | 13.822 52 | 15.231 53 | 16.188 54 | 16.763 55 | 17.599 56 | 16.892 57 | 15.895 58 | 16.49 59 | 17.191 60 | 15.932 61 | 16.551 62 | 17.114 63 | 17.006 64 | 18.648 65 | 18.35 66 | 17.312 67 | 15.854 68 | 16.096 69 | 16.699 70 | 16.11 71 | 16.86 72 | 17.925 73 | 17.853 74 | 17.999 75 | 19.851 76 | 20.9 77 | 19.154 78 | 18.456 79 | 19.57 80 | 20.512 81 | 22.63 82 | 24.162 83 | 22.759 84 | 23.783 85 | 23.537 86 | 20.85 87 | 19.133 88 | 17.555 89 | 19.022 90 | 17.58 91 | 18.464 92 | 18.595 93 | 18.46 94 | 19.865 95 | 19.174 96 | 17.181 97 | 15.186 98 | 14.069 99 | 13.103 100 | 13.526 101 | 14.363 102 | 12.206 103 | 12.079 104 | 11.914 105 | 13.343 106 | 12.702 107 | 11.039 108 | 9.824 109 | 11.114 110 | 10.271 111 | 12.511 112 | 15.294 113 | 15.225 114 | 15.863 115 | 19.08 116 | 20.219 117 | 22.543 118 | 22.002 119 | 24.584 120 | 25.473 121 | 25.511 122 | 27.775 123 | 27.486 124 | 22.764 125 | 27.737 126 | 29.795 127 | 28.682 128 | 30.196 129 | 33.144 130 | 30.96 131 | 32.552 132 | 25.66 133 | 25.624 134 | 27.503 135 | 24.497 136 | 25.657 137 | 28.313 138 | 27.849 139 | 24.613 140 | 25.68 141 | 25.619 142 | 20.537 143 | 18.797 144 | 18.705 145 | 19.416 146 | 20.275 147 | 23.696 148 | 25.728 149 | 25.345 150 | 24.081 151 | 25.736 152 | 26.651 153 | 28.399 154 | 27.543 155 | 24.335 156 | 28.334 157 | 31.183 158 | 32.771 159 | 30.612 160 | 24.998 161 | 25.857 162 | 27.652 163 | 28.348 164 | 29.888 165 | 27.112 166 | 29.607 167 | 28.752 168 | 29.807 169 | 31.28 170 | 30.858 171 | 33.634 172 | 33.59 173 | 37.567 174 | 35.183 175 | 38.221 176 | 42.744 177 | 43.196 178 | 49.776 179 | 43.11 180 | 39.602 181 | 44.509 182 | 45.475 183 | 53.104 184 | 51.883 185 | 48.645 186 | 54.354 187 | 57.52 188 | 63.983 189 | 62.908 190 | 58.538 191 | 55.241 192 | 56.855 193 | 62.985 194 | 60.21 195 | 62.064 196 | 70.26 197 | 69.776 198 | 68.555 199 | 73.674 200 | 73.23 201 | 61.958 202 | 57.808 203 | 58.761 204 | 62.472 205 | 53.681 206 | 57.555 207 | 62.05 208 | 67.485 209 | 67.212 210 | 71.045 211 | 76.93 212 | 70.76 213 | 77.173 214 | 82.34 215 | 92.414 216 | 90.926 217 | 92.178 218 | 94.986 219 | 103.635 220 | 109.071 221 | 122.797 222 | 132.322 223 | 132.718 224 | 113.243 225 | 97.234 226 | 71.581 227 | 52.452 228 | 39.946 229 | 43.439 230 | 43.324 231 | 46.54 232 | 50.182 233 | 57.303 234 | 68.61 235 | 64.435 236 | 72.509 237 | 67.646 238 | 72.77 239 | 76.662 240 | 74.456 241 | 76.167 242 | 73.752 243 | 78.827 244 | 84.818 245 | 75.946 246 | 74.761 247 | 75.58 248 | 77.04 249 | 77.84 250 | 82.665 251 | 85.275 252 | 91.447 253 | 96.524 254 | 103.716 255 | 114.643 256 | 123.259 257 | 114.989 258 | 113.833 259 | 116.974 260 | 110.22 261 | 112.834 262 | 109.55 263 | 110.768 264 | 107.871 265 | 110.686 266 | 119.327 267 | 125.445 268 | 119.75 269 | 110.34 270 | 95.156 271 | 102.619 272 | 113.356 273 | 112.864 274 | 111.711 275 | 109.059 276 | 109.494 277 | 112.96 278 | 116.051 279 | 108.474 280 | 102.248 281 | 102.559 282 | 102.92 283 | 107.933 284 | 111.28 285 | 111.597 286 | 109.077 287 | 107.792 288 | 110.757 289 | 108.118 290 | 108.901 291 | 107.481 292 | 107.755 293 | 109.539 294 | 111.795 295 | 106.768 296 | 101.608 297 | 97.091 298 | 87.425 299 | 79.438 300 | 62.335 301 | 47.76 302 | 58.096 303 | 55.885 304 | 59.524 305 | 64.075 306 | 61.478 307 | 56.561 308 | 46.515 309 | 47.623 310 | 48.43 311 | 44.268 312 | 38.005 313 | 30.7 314 | 32.182 315 | 38.21 316 | 41.583 317 | 46.742 318 | 48.247 319 | 44.952 320 | 45.843 321 | 46.568 322 | 49.522 323 | 44.734 324 | 53.289 325 | 54.577 326 | 54.87 327 | 51.589 328 | 52.308 329 | 50.327 330 | 46.368 331 | 48.479 332 | 51.704 333 | 56.153 334 | 57.508 335 | 62.714 336 | 64.374 337 | 69.077 338 | 65.318 339 | 66.017 340 | 72.106 341 | 76.975 342 | 74.405 343 | 74.254 344 | 72.528 345 | 78.891 346 | 81.032 347 | 64.748 348 | 57.362 349 | 59.41 350 | 63.961 351 | 66.139 352 | 71.233 353 | 71.318 354 | 64.221 355 | 63.919 356 | 59.042 357 | 62.827 358 | 59.713 359 | 63.212 360 | 67.31 361 | 63.65 362 | 55.66 363 | 32.01 364 | 18.38 365 | 29.38 366 | 40.27 367 | 43.24 368 | 44.74 369 | 40.91 370 | 40.19 371 | 42.69 372 | 49.99 373 | 54.77 374 | 62.28 375 | 65.41 376 | 65 377 | 66 378 | 65 379 | 64 380 | 63 381 | 61 382 | 60 383 | 60 384 | 60 385 | 62 386 | 62 387 | 62 388 | 59 389 | 59 390 | 59 391 | 60 392 | 60 393 | 60 394 | 61 395 | 61 396 | 61 397 | -------------------------------------------------------------------------------- /dialectic_learning_label.csv: -------------------------------------------------------------------------------- 1 | 0 2 | 0 3 | 0 4 | 0 5 | -100 6 | 0 7 | 0 8 | 0 9 | 0 10 | 0 11 | 0 12 | 0 13 | 0 14 | 0 15 | -100 16 | 0 17 | 100 18 | 100 19 | 0 20 | 0 21 | 0 22 | -100 23 | 0 24 | 0 25 | 0 26 | 0 27 | 0 28 | 0 29 | 0 30 | 0 31 | 0 32 | 0 33 | 0 34 | 0 35 | 0 36 | 0 37 | 0 38 | 0 39 | 0 40 | 0 41 | 0 42 | 0 43 | 0 44 | 0 45 | 0 46 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Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 3 | 1,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 4 | 2,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 5 | 3,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 6 | 4,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 7 | 5,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 8 | 6,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 9 | 7,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 10 | 8,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636,ENT,1,460 11 | 9,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 12 | 10,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 13 | 11,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 14 | 12,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 15 | 13,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 16 | 14,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 17 | 15,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 18 | 16,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 19 | 17,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, HDWR,1,460 20 | 18,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 21 | 19,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 22 | 20,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 23 | 21,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 24 | 22,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 25 | 23,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 26 | 24,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 27 | 25,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 28 | 26,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, DPR,1,460 29 | 27,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 30 | 28,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 31 | 29,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 32 | 30,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 33 | 31,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 34 | 32,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 35 | 33,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 36 | 34,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 37 | 35,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, US,1,460 38 | 36,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 39 | 37,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 40 | 38,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 41 | 39,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 42 | 40,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 43 | 41,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 44 | 42,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 45 | 43,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 46 | 44,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, STX,1,460 47 | 45,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 48 | 46,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 49 | 47,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 50 | 48,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 51 | 49,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 52 | 50,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 53 | 51,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 54 | 52,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 55 | 53,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, SFWR,1,460 56 | 54,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 57 | 55,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 58 | 56,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 59 | 57,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 60 | 58,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 61 | 59,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 62 | 60,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 63 | 61,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 64 | 62,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, REA,1,460 65 | 63,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 66 | 64,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 67 | 65,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 68 | 66,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 69 | 67,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 70 | 68,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 71 | 69,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 72 | 70,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 73 | 71,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, RTRS,1,460 74 | 72,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 75 | 73,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 76 | 74,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 77 | 75,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 78 | 76,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 79 | 77,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 80 | 78,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 81 | 79,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 82 | 80,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, PRESS,1,460 83 | 81,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 84 | 82,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 85 | 83,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 86 | 84,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 87 | 85,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 88 | 86,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 89 | 87,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 90 | 88,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 91 | 89,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, LEN,1,460 92 | 90,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 93 | 91,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 94 | 92,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 95 | 93,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 96 | 94,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 97 | 95,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 98 | 96,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 99 | 97,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 100 | 98,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, BY,1,460 101 | 99,0,AAPL.O,AAPL.O,PCU,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 102 | 100,0,AAPL.O,AAPL.O, PMF,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 103 | 101,0,AAPL.O,AAPL.O, PCO,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 104 | 102,0,AAPL.O,AAPL.O, DNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 105 | 103,0,AAPL.O,AAPL.O, E,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 106 | 104,0,AAPL.O,AAPL.O, PSC,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 107 | 105,0,AAPL.O,AAPL.O, ESN,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 108 | 106,0,AAPL.O,AAPL.O, U,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 109 | 107,0,AAPL.O,AAPL.O, RNP,2542,4,PRESS DIGEST - Washington Post Business - Dec 29,0.18257400000000001,20,0.813967,0.0577636, WASH,1,460 110 | 108,1,ADBE.O,ADBE.O,CNR,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798,BACT,0,382 111 | 109,1,ADBE.O,ADBE.O, BSW,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798,BACT,0,382 112 | 110,1,ADBE.O,ADBE.O,CNR,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, BUS,0,382 113 | 111,1,ADBE.O,ADBE.O, BSW,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, BUS,0,382 114 | 112,1,ADBE.O,ADBE.O,CNR,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, US,0,382 115 | 113,1,ADBE.O,ADBE.O, BSW,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, US,0,382 116 | 114,1,ADBE.O,ADBE.O,CNR,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, NEWR,0,382 117 | 115,1,ADBE.O,ADBE.O, BSW,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, NEWR,0,382 118 | 116,1,ADBE.O,ADBE.O,CNR,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, MNGISS,0,382 119 | 117,1,ADBE.O,ADBE.O, BSW,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, MNGISS,0,382 120 | 118,1,ADBE.O,ADBE.O,CNR,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, LEN,0,382 121 | 119,1,ADBE.O,ADBE.O, BSW,2405,1,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,1.0,18,0.08811210000000001,0.539798, LEN,0,382 122 | -------------------------------------------------------------------------------- /Ch_3_news_share_example/marketdata_sample.csv: -------------------------------------------------------------------------------- 1 | time,assetCode,assetName,universe,volume,close,open,returnsClosePrevRaw1,returnsOpenPrevRaw1,returnsClosePrevMktres1,returnsOpenPrevMktres1,returnsClosePrevRaw10,returnsOpenPrevRaw10,returnsClosePrevMktres10,returnsOpenPrevMktres10,returnsOpenNextMktres10 2 | 2007-02-01 22:00:00+00:00,A.N,Agilent Technologies Inc,1.0,2606900.0,32.19,32.17,0.005937500000000151,0.005312499999997611,,,-0.0018604651162773544,0.0006220839813353418,,,0.034672039756225945 3 | 2007-02-01 22:00:00+00:00,AAI.N,AirTran Holdings Inc,0.0,2051600.0,11.12,11.08,0.004516711833784992,-0.007168458781361964,,,-0.07870753935376973,-0.08806584362139924,,,0.0278032796083542 4 | 2007-02-01 22:00:00+00:00,AAP.N,Advance Auto Parts Inc,1.0,1164800.0,37.51,37.99,-0.011594202898550288,0.025647948164145173,,,0.01433207138994197,0.045404512933405305,,,0.024432912679349387 5 | 2007-02-01 22:00:00+00:00,AAPL.O,Apple Inc,1.0,23747329.0,84.74,86.23,-0.011547882888139682,0.016323884730973015,,,-0.048613450095429944,-0.03718177757927987,,,-0.0074246124832975345 6 | 2007-02-01 22:00:00+00:00,ABB.N,ABB Ltd,1.0,1208600.0,18.02,18.01,0.01179112857944542,0.025042686397269698,,,0.01292861157953773,0.02039660056657633,,,-0.017994120191149612 7 | 2007-02-01 22:00:00+00:00,ABC.N,AmerisourceBergen Corp,1.0,1657300.0,52.37,52.4,-0.00019091256204895046,0.008468052347960331,,,0.08899979205656083,0.077745783628137,,,0.058680419955059994 8 | 2007-02-01 22:00:00+00:00,ABD.N,ACCO Brands Corp,0.0,1186200.0,23.63,24.13,-0.020721094073767654,-0.007404360345535155,,,0.005104210974052448,0.02680851063829781,,,-0.04428458197794999 9 | 2007-02-01 22:00:00+00:00,ABM.N,ABM Industries Inc,0.0,301200.0,26.19,25.9,0.013544891640870693,0.014890282131663879,,,0.0689795918367373,0.047310958350183174,,,0.01657778095599308 10 | 2007-02-01 22:00:00+00:00,ABT.N,Abbott Laboratories,1.0,5692300.0,52.87,52.5,-0.0024528301886816983,-0.0047393364928923765,,,0.001515438530020452,-0.00492797573920134,,,0.009860690788939098 11 | 2007-02-01 22:00:00+00:00,ABV.N,Companhia de Bebidas das Americas Ambev,1.0,401800.0,52.46,52.1,0.014111734003479981,0.0247836349331223,,,0.042320683488972444,0.027410767107079348,,,0.012917153938747181 12 | 2007-02-01 22:00:00+00:00,ABY.N,Unknown,0.0,9037700.0,3.17,3.23,-0.024615384615384595,0.02215189873417711,,,0.17843866171003708,0.2007434944237918,,,0.01696275457374022 13 | 2007-02-01 22:00:00+00:00,ACF.N,General Motors Financial Company Inc,1.0,1375200.0,27.25,27.24,0.00405305821665447,0.016038791495710525,,,0.10862489829129385,0.11047696697920895,,,-0.01028651850537747 14 | 2007-02-01 22:00:00+00:00,ACH.N,Aluminum Corp of China Ltd,1.0,1636100.0,24.52,24.2,0.08784383318545119,0.07795100222716767,,,0.06469821971341694,0.04041272570937071,,,0.041577329459950754 15 | 2007-02-01 22:00:00+00:00,ACL.N,Alcon Inc,1.0,255300.0,118.21,117.77,0.003821331521733251,-0.0006788290199434277,,,-0.003120256367010299,-0.002794242167658334,,,0.08496402252074595 16 | 2007-02-01 22:00:00+00:00,ACS.N,Affiliated Computer Services Inc,1.0,1302100.0,49.17,49.23,0.003674219228414044,0.015051546391752435,,,0.010688591983555984,0.01109057301293892,,,0.08440629724938592 17 | 2007-02-01 22:00:00+00:00,ACTS.O,Actions Semiconductor Co Ltd,0.0,619929.0,7.74,7.92,-0.03249999999999997,-0.03414634146341455,,,-0.056097560975609695,-0.04578313253012056,,,-0.09751772309732203 18 | 2007-02-01 22:00:00+00:00,ACXM.O,Acxiom Corp,0.0,407032.0,22.94,22.8,0.010572687224667199,0.010638297872342495,,,-0.08895949166004913,-0.08909308829404372,,,-0.052525740731495935 19 | 2007-02-01 22:00:00+00:00,AD.N,Unknown,0.0,299100.0,32.8,32.8,0.0006101281269066394,0.0009154714678056841,,,0.003058103975535076,0.003979185797367446,,,0.001976859000410676 20 | 2007-02-01 22:00:00+00:00,ADBE.O,Adobe Systems Inc,1.0,4664955.0,38.76,38.91,-0.0028299459737586297,0.0007716049382715529,,,0.004926108374384119,-0.014936708860759595,,,0.010287212322052167 21 | 2007-02-01 22:00:00+00:00,ADCT.O,CommScope Connectivity LLC,1.0,2469603.0,16.44,16.19,0.018587360594795488,-0.0012338062924120985,,,0.09600000000000009,0.09318028359216757,,,0.05266762764605632 22 | 2007-02-01 22:00:00+00:00,ADI.N,Analog Devices Inc,1.0,3737000.0,33.1,32.75,0.01068702290076562,0.0021419828641360272,,,0.012542061792600201,-0.004256612952266758,,,-0.010781727530298497 23 | 2007-02-01 22:00:00+00:00,ADM.N,Archer Daniels Midland Co,1.0,20659600.0,35.47,34.88,0.10843750000000063,0.10730158730158501,,,0.15537459283387656,0.12880258899676233,,,-0.006716182604720497 24 | 2007-02-01 22:00:00+00:00,ADP.N,Automatic Data Processing Inc,1.0,3388600.0,48.5,48.3,0.016345347862532833,0.022655092102478847,,,0.0058067192036526105,-0.006785934608267596,,,0.030655925602365255 25 | 2007-02-01 22:00:00+00:00,ADS.N,Alliance Data Systems Corp,1.0,2963800.0,66.2,68.0,-0.025467392904460096,0.018726591760298783,,,0.036642655809582925,0.06266604156899547,,,-0.042950654639489015 26 | 2007-02-01 22:00:00+00:00,ADSK.O,Autodesk Inc,1.0,1893829.0,44.26,43.74,0.01235132662397076,0.005286141116984666,,,0.027152471571129988,-0.0029633006610438883,,,-0.0561257086174653 27 | 2007-02-01 22:00:00+00:00,ADTN.O,ADTRAN Inc,1.0,1019674.0,22.23,22.16,0.003158844765341229,-0.015111111111110631,,,0.005427408412479462,-0.006723442402509661,,,0.06473405462393945 28 | 2007-02-01 22:00:00+00:00,AEA.N,Advance America Cash Advance Centers Inc,0.0,185900.0,14.03,14.03,0.00501432664756396,0.005734767025089127,,,0.024087591240876227,0.00501432664756396,,,0.030225939486907893 29 | 2007-02-01 22:00:00+00:00,AEE.N,Ameren Corp,1.0,589200.0,53.54,53.24,0.008096403690453835,0.009671913521717146,,,0.015361274416840986,0.007379375591296533,,,-0.009333113864284417 30 | 2007-02-01 22:00:00+00:00,AEG.N,Aegon NV,1.0,272700.0,19.99,19.91,0.01163967611336525,0.02102564102563753,,,0.004522613065330194,0.004540867810288507,,,-0.014691112615192733 31 | 2007-02-01 22:00:00+00:00,AEIS.O,Advanced Energy Industries Inc,0.0,353504.0,17.77,17.43,0.025389497980380815,0.024691358024691246,,,0.052101835405565344,0.02108963093145877,,,0.08530174821992477 32 | 2007-02-01 22:00:00+00:00,AEL.N,American Equity Investment Life Holding Co,0.0,926900.0,13.12,12.82,0.024199843871974158,-0.013086989992303288,,,-0.0037965072133672173,-0.036090225563910616,,,0.033978362581013874 33 | 2007-02-01 22:00:00+00:00,AEOS.O,American Eagle Outfitters Inc,1.0,3780100.0,32.86,32.5,0.014823965410749373,0.03404390709513505,,,-0.03749267721148086,-0.04186320754717021,,,-0.04812085191145528 34 | 2007-02-01 22:00:00+00:00,AEP.N,American Electric Power Company Inc,1.0,3413000.0,43.7,43.63,0.0039053526303698405,-0.00045819014891024246,,,0.042213212497018926,0.03339649455234661,,,0.045921022862694935 35 | 2007-02-01 22:00:00+00:00,AER.N,AerCap Holdings NV,0.0,171800.0,26.86,26.6,0.011676082862523529,0.008722032612817676,,,0.033076923076923004,0.010638297872340496,,,-0.03919821802482745 36 | 2007-02-01 22:00:00+00:00,AES.N,AES Corp,1.0,3599700.0,20.65,20.73,-0.0067340067340123655,0.00048262548262312244,,,-0.008641382621221827,-0.014265335235377874,,,0.06279278897128807 37 | 2007-02-01 22:00:00+00:00,AET.N,Aetna Inc,1.0,2206200.0,42.28,42.16,0.002846299810244979,0.008612440191387849,,,0.01075782930910707,0.012244897959184264,,,0.04028690339954865 38 | 2007-02-01 22:00:00+00:00,AF.N,Astoria Financial Corp,1.0,1298300.0,29.58,29.61,-0.0003379520108151013,-0.002358490566037319,,,-0.0016874789065168816,0.00338868180278018,,,-0.009457438913965423 39 | 2007-02-01 22:00:00+00:00,AFFX.O,Affymetrix Inc,1.0,1623166.0,25.87,25.07,0.03687374749499006,0.013748483623129859,,,0.05376782077393072,0.004809619238477003,,,0.05630147700108914 40 | 2007-02-01 22:00:00+00:00,AFG.N,American Financial Group Inc,1.0,602400.0,35.86,35.39,0.015288788221971439,0.0,,,0.016728097533317277,0.0016982734220203355,,,0.00804607604087804 41 | 2007-02-01 22:00:00+00:00,AFL.N,Aflac Inc,1.0,2405700.0,48.48,47.6,0.01827347195967155,0.007194244604314726,,,0.011475067807221295,-0.011627906976744318,,,-0.028559682421025606 42 | 2007-02-01 22:00:00+00:00,AFR.N,American Financial Realty Trust,0.0,864300.0,11.26,11.21,0.00715563506260386,0.0008928571428594712,,,0.008057296329448516,0.008093525179859729,,,0.014223632611390114 43 | 2007-02-01 22:00:00+00:00,AG.N,First Majestic Silver Corp,1.0,1520000.0,34.91,34.15,0.027671474830731846,0.007374631268437737,,,0.08550995024875663,0.06088847468157832,,,0.06013759901281874 44 | 2007-02-01 22:00:00+00:00,AGE.N,A G Edwards Inc,1.0,454100.0,66.93,66.6,0.010874490258269143,0.021785823872353616,,,-0.0032762472077441096,-0.015521064301552534,,,-0.00972711786008458 45 | 2007-02-01 22:00:00+00:00,AGN.N,Allergan plc,1.0,1436500.0,117.81,116.76,0.009425070688030335,0.036576704545455696,,,0.0016153715354518816,-0.0036692550558924397,,,-0.048025957166209665 46 | 2007-02-01 22:00:00+00:00,AGU.N,Agrium Inc,1.0,2034900.0,34.91,34.91,0.006632064590541331,0.018972562755397382,,,0.038678964593869436,0.03806125483199341,,,0.07222577734537877 47 | 2007-02-01 22:00:00+00:00,AH.N,R1 RCM Inc,1.0,2858000.0,63.0,61.95,0.04132231404958686,0.035953177257525226,,,0.042011247105524285,0.017408441451798318,,,0.027103452789884817 48 | 2007-02-01 22:00:00+00:00,AHG.N,Apria Healthcare Group Inc,0.0,1158300.0,27.36,27.77,-0.014764133957508085,0.0021652832912304465,,,-0.03560098695805436,-0.026979677645409983,,,0.11447514924652714 49 | 2007-02-01 22:00:00+00:00,AHL.N,Aspen Insurance Holdings Ltd,0.0,887400.0,26.0,25.62,0.01483216237314311,0.0031323414252175663,,,0.003473562331142155,-0.01271676300577762,,,0.027959314700575926 50 | 2007-02-01 22:00:00+00:00,AHS.N,AMN Healthcare Services Inc,0.0,329700.0,26.32,25.9,0.01700154559505407,0.034758290051937646,,,0.011918492887351029,-0.04002965159377325,,,0.0009308578920908701 51 | 2007-02-01 22:00:00+00:00,AHT.N,Ashford Hospitality Trust Inc,0.0,451000.0,12.73,12.36,0.03411860276198264,0.004878048780488253,,,0.057308970099667844,0.028286189683861318,,,-0.019184049935523733 52 | 2007-02-01 22:00:00+00:00,AIN.N,Albany International Corp,0.0,117700.0,34.29,33.94,0.010312315851503273,0.0029550827423152626,,,0.04894463138574423,0.03950995405819113,,,-0.018636352766803522 53 | 2007-02-01 22:00:00+00:00,AINV.O,Apollo Investment Corp,1.0,961700.0,22.32,22.23,0.005405405405405572,0.0036117381489841893,,,0.018248175182482118,0.0058823529411753395,,,0.03820362342774608 54 | 2007-02-01 22:00:00+00:00,AIR.N,AAR Corp,0.0,967200.0,29.36,29.76,-0.014434373950991009,0.05159010600706715,,,0.03343892995424058,0.04019573575672819,,,0.04098328922761161 55 | 2007-02-01 22:00:00+00:00,AIT.N,Applied Industrial Technologies Inc,0.0,274400.0,25.1,24.56,0.02365415986949615,0.014876033057854121,,,0.03890728476821126,-0.0040551500405515695,,,-0.02410210550507713 56 | 2007-02-01 22:00:00+00:00,AIV.N,Apartment Investment and Management Co,1.0,858000.0,62.59,62.63,-0.0006386715631484519,0.008859536082474584,,,0.039873733178269255,0.049078726968174946,,,-0.031623802252109104 57 | 2007-02-01 22:00:00+00:00,AIZ.N,Assurant Inc,1.0,1020600.0,56.36,55.57,0.01403382511694895,-0.0023339317773800605,,,-0.007746478873239981,-0.020792951541851123,,,-0.03934266550880701 58 | 2007-02-01 22:00:00+00:00,AJG.N,Arthur J Gallagher & Co,1.0,990800.0,28.77,28.75,0.0034879665155227446,-0.014398354473773911,,,0.006295907660023303,0.0013932427725535934,,,0.0015895961855588187 59 | 2007-02-01 22:00:00+00:00,AKAM.O,Akamai Technologies Inc,1.0,2801000.0,55.51,56.61,-0.011925952296190867,0.016520021547854258,,,0.05052990158970472,0.06469813804777136,,,0.01380395506583854 60 | 2007-02-01 22:00:00+00:00,AKR.N,Acadia Realty Trust,0.0,251000.0,26.04,25.79,0.013623978201636078,0.006242684354268668,,,0.025196850393698345,0.013757861635214974,,,0.05449735314401132 61 | 2007-02-01 22:00:00+00:00,AKS.N,AK Steel Holding Corp,1.0,3464400.0,21.69,21.31,0.030893536121670895,0.00995260663507147,,,0.30978260869565144,0.2661913250148562,,,0.042568009143472404 62 | 2007-02-01 22:00:00+00:00,ALB.N,Albemarle Corp,0.0,327400.0,79.25,78.5,0.016286227237752415,-0.001907183725366579,,,0.08844938882021758,0.08186328555678002,,,0.04409827405100527 63 | 2007-02-01 22:00:00+00:00,ALD.N,Allied Capital Corp,1.0,1543900.0,29.81,29.0,0.03291753291753308,0.020767335445267987,,,0.0050573162508411595,-0.014276002719238123,,,0.0007909151431383715 64 | 2007-02-01 22:00:00+00:00,ALGN.O,Align Technology Inc,0.0,1826049.0,16.61,16.03,0.003019323671497709,-0.029661016949152463,,,0.15749128919860622,0.12176347095871254,,,0.06345132762466761 65 | 2007-02-01 22:00:00+00:00,ALK.N,Alaska Air Group Inc,1.0,390700.0,42.83,42.96,-0.00046674445741023973,0.026032959159302704,,,0.01516947143872982,0.01225259189443939,,,0.005669115671887857 66 | 2007-02-01 22:00:00+00:00,ALL.N,Allstate Corp,1.0,5705700.0,61.0,60.25,0.013962765957447498,-0.021915584415584388,,,-0.050879103780924084,-0.0657466273840912,,,0.015605633860541987 67 | 2007-02-01 22:00:00+00:00,ALNY.O,Alnylam Pharmaceuticals Inc,0.0,145260.0,21.37,21.28,0.006120527306968215,0.011406844106463865,,,-0.0018682858477346853,-0.022952355153145754,,,-0.06834401255690785 68 | 2007-02-01 22:00:00+00:00,ALO.N,Alio Gold Inc,0.0,661800.0,27.97,27.75,0.015245009074410065,0.014625228519195455,,,0.09557383470426939,0.09510655090765585,,,0.00843310781909593 69 | 2007-02-01 22:00:00+00:00,ALTR.O,Altair Engineering Inc,1.0,3545951.0,20.22,20.15,0.008478802992518242,0.011546184738955745,,,0.031632653061223204,0.023362112747587593,,,0.022266476956681335 70 | 2007-02-01 22:00:00+00:00,ALU.N,Alcatel Lucent SA,1.0,7703200.0,12.84,12.85,-0.012307692307685913,0.00863422291994076,,,-0.10647181628391944,-0.10515320334261369,,,0.004881084191815526 71 | 2007-02-01 22:00:00+00:00,ALV.N,Autoliv Inc,1.0,410100.0,61.03,60.4,0.011435200530327982,0.006498916847191616,,,0.0016412276382746782,-0.004639122807511997,,,-0.030566209001186742 72 | 2007-02-01 22:00:00+00:00,ALXN.O,Alexion Pharmaceuticals Inc,0.0,670027.0,42.43,41.77,0.02068799615107042,0.016549038695546248,,,0.009757258448357842,-0.011360946745562095,,,-0.07850396044182026 73 | 2007-02-01 22:00:00+00:00,AMAT.O,Applied Materials Inc,1.0,22197983.0,17.94,17.77,0.011844331641283068,0.00395480225988365,,,-0.016986301369864454,-0.028961748633881013,,,0.03658375291895702 74 | 2007-02-01 22:00:00+00:00,AMD.N,Advanced Micro Devices Inc,1.0,23451900.0,15.77,15.65,0.014147909967845651,-0.01137081490840175,,,-0.11997767857142871,-0.128619153674833,,,-0.07327913077251334 75 | 2007-02-01 22:00:00+00:00,AME.N,Ametek Inc,1.0,332900.0,34.75,34.86,0.00259665320253899,0.01573426573426584,,,0.09070935342122,0.08598130841121332,,,0.025267891944666596 76 | 2007-02-01 22:00:00+00:00,AMED.O,Amedisys Inc,0.0,464275.0,33.0,32.35,0.021039603960395947,0.032556654963294074,,,0.051290219815227855,0.008730901153726212,,,0.019304509794779573 77 | 2007-02-01 22:00:00+00:00,AMG.N,Affiliated Managers Group Inc,0.0,481100.0,113.42,114.0,0.0181328545780981,0.03532830805558107,,,0.05242646376543103,0.05011053795135667,,,-0.1018736867679533 78 | 2007-02-01 22:00:00+00:00,AMGN.O,Amgen Inc,1.0,13781108.0,69.49,70.19,-0.012505328975414898,-0.002982954545455496,,,-0.056995521780431435,-0.04968860005415665,,,-0.02521685703522876 79 | 2007-02-01 22:00:00+00:00,AMKR.O,Amkor Technology Inc,1.0,1982594.0,10.83,10.6,0.028490028490028463,0.0076045627376426506,,,0.04738878143133474,0.017176854428557764,,,0.04839785517506028 80 | 2007-02-01 22:00:00+00:00,AMLN.O,Amylin Pharmaceuticals LLC,1.0,2756350.0,38.5,38.75,-0.008498583569405027,-0.007682458386683688,,,-0.053356282271945,-0.05326166625946738,,,0.016360210969368273 81 | 2007-02-01 22:00:00+00:00,AMMD.O,Astora Women's Health Holdings LLC,0.0,419510.0,20.24,20.05,0.016574585635358963,0.010075566750629594,,,0.014028056112224352,0.009566968781470342,,,0.04972758595927501 82 | 2007-02-01 22:00:00+00:00,AMP.N,Ameriprise Financial Inc,1.0,990600.0,59.04,58.96,0.0032285471537809585,0.013732720224412853,,,0.026025240939928862,0.018100751593874254,,,0.029932975403085905 83 | 2007-02-01 22:00:00+00:00,AMT.N,American Tower Corp,1.0,2217500.0,40.02,39.99,0.004770273663066593,0.007812499999999334,,,0.007806597834298046,0.0025068939583849925,,,0.0036403173265903434 84 | 2007-02-01 22:00:00+00:00,AMTD.O,TD Ameritrade Holding Corp,1.0,3310528.0,17.71,17.75,0.001130582249859291,0.031976744186046124,,,0.008542141230069467,0.008522727272728403,,,-0.05704695795107938 85 | 2007-02-01 22:00:00+00:00,AMX.N,America Movil SAB de CV,1.0,5528900.0,44.87,44.97,0.011496844003604512,0.033555504481727505,,,0.0439739413680742,0.0208853575482435,,,0.0437954647883224 86 | 2007-02-01 22:00:00+00:00,AMZN.O,Amazon.com Inc,1.0,26356712.0,38.7,37.95,0.027342713034244737,0.02706359945872805,,,0.04651162790697683,0.020435600968002232,,,0.05294604343139871 87 | 2007-02-01 22:00:00+00:00,AN.N,AutoNation Inc,1.0,1717200.0,22.6,22.45,0.006681514476614803,0.011261261261261257,,,0.04339796860572487,0.04031510658016679,,,0.01340904599831155 88 | 2007-02-01 22:00:00+00:00,ANDE.O,Andersons Inc,0.0,273166.0,40.58,40.15,0.020623742454728422,0.036396489416624656,,,0.03785166240409099,0.029223276083057304,,,-0.03500476953385201 89 | 2007-02-01 22:00:00+00:00,ANDW.O,Commscope Technologies LLC,1.0,4692783.0,10.39,10.31,-0.021657250470809686,-0.06781193490054249,,,0.02667984189723338,0.02383316782522349,,,0.05690965597971233 90 | 2007-02-01 22:00:00+00:00,ANF.N,Abercrombie & Fitch Co,1.0,2435800.0,81.51,79.62,0.02476741262257942,0.022736030828517162,,,0.025541016607951272,0.004542013626040786,,,-0.005778496092521658 91 | 2007-02-01 22:00:00+00:00,ANR.N,Alpha Natural Resources Inc,0.0,852000.0,13.72,13.5,0.017804154302670572,0.008968609865470878,,,0.0984787830264211,0.07913669064748197,,,0.02178647467166541 92 | 2007-02-01 22:00:00+00:00,AOC.N,Aon Corp,1.0,1189600.0,36.12,35.87,0.007250418293362593,0.011562323745064607,,,0.04622869344690872,0.03988717004448916,,,0.05721976589546862 93 | 2007-02-01 22:00:00+00:00,AOS.N,A. O. Smith Corp,0.0,492700.0,38.93,38.33,0.015123859191654265,-0.0013027618551323394,,,0.08618753444125304,0.06412627832155038,,,-0.011395394243685379 94 | 2007-02-01 22:00:00+00:00,APA.N,Apache Corp,1.0,6339700.0,71.57,72.69,-0.019185966835687296,0.01423189619087517,,,0.09017517136328879,0.0987001209189835,,,-0.0015286730717224695 95 | 2007-02-01 22:00:00+00:00,APC.N,Anadarko Petroleum Corp,1.0,4386200.0,43.92,44.1,0.00388571428571427,0.024152345564329103,,,0.05349004557447823,0.04800380228136958,,,-0.08123626240498513 96 | 2007-02-01 22:00:00+00:00,APD.N,Air Products and Chemicals Inc,1.0,1256100.0,74.71,74.62,0.0006697026520217086,0.018286026200872607,,,0.05716711475873759,0.05024630541871922,,,0.012615152485082588 97 | 2007-02-01 22:00:00+00:00,APH.N,Amphenol Corp,1.0,473600.0,67.78,67.81,0.0008860011813369706,0.019086263901414213,,,0.05232106815711979,0.04130835380835585,,,-0.012905665463697608 98 | 2007-02-01 22:00:00+00:00,APKT.O,Acme Packet Inc,0.0,876166.0,15.15,16.01,-0.04596977329974816,-0.03087167070217911,,,-0.15833333333333333,-0.11921659239698512,,,0.13698366161865433 99 | 2007-02-01 22:00:00+00:00,APOL.O,Apollo Education Group Inc,1.0,1705126.0,42.96,43.4,-0.010138248847926246,0.009302325581395321,,,0.04069767441860472,0.05135658914728669,,,0.06416898858077791 100 | 2007-02-01 22:00:00+00:00,APPB.O,Applebee's International Inc,1.0,2487535.0,24.58,24.73,-0.02614896988906501,-0.010404161664665734,,,0.0,-0.005629272215520675,,,0.06877556097753952 101 | 2007-02-01 22:00:00+00:00,AQNT.O,Aquantive Inc,1.0,761459.0,27.06,26.82,0.009701492537313339,0.00940910801655992,,,0.04076923076923067,0.04195804195804209,,,0.030822213934357218 102 | -------------------------------------------------------------------------------- /time_series_r_example_data.csv: -------------------------------------------------------------------------------- 1 | Week,L5 IN Chandigarh,L5 IN Chandigarh Kalka-Panchkula,L5 IN Delhi 1,L5 IN Delhi 2,L5 IN Delhi 3,L5 IN Delhi 4,L5 IN Haryana,L5 IN Himachal Pradesh,L5 IN Jammu and Kashmir,L5 IN NCR 1 Gurgaon/Faridabad,L5 IN NCR 2 Noida/Ghaziabad,L5 IN Punjab 1,L5 IN Punjab 2,L5 IN Rajasthan,L5 IN Rajasthan 2,L5 IN Rajasthan 3,L5 IN Uttar Pradesh 1,L5 IN Uttar Pradesh 2,L5 IN Uttar Pradesh 3,L5 IN Uttar Pradesh 4,L5 IN Uttar Pradesh 5,L5 IN Uttar Pradesh 6,L5 IN Uttar Pradesh 7,L5 IN Uttranchal 2 | Week 1,102634,57625,91340,184905,367086,,285113,54942,616099,58500,14995,451321,139168,105891,67853,40397,109615,65086,30191,90168,31825,103447,15283,147711 3 | Week 2,352337,51899,236613,243515,488710,,260726,197184,906852,76764,32787,485158,138052,118538,426522,-95,183743,95490,25045,35911,34164,41903,240254,189095 4 | Week 3,64232,140914,319275,356529,493530,11171,120235,112174,817356,89110,2316,157415,162544,143214,276380,,207966,142765,121644,167532,77527,58556,122630,156774 5 | Week 4,585236,69167,537906,772584,542965,49349,195427,344945,528952,163754,87504,649768,506379,251473,206992,22192,49410,242961,110884,145079,17593,102412,280739,654938 6 | Week 5,494297,385269,521307,1070859,1322921,9,826346,1036174,1274998,127865,35739,1387775,1095266,109310,844373,21033,511200,287937,61108,266242,80580,69724,463827,174872 7 | Week 6,67424,7380,56033,130385,170793,,45534,20957,64372,19779,30979,156693,79744,69029,118432,,3193,17552,42864,79787,2884,24179,22143,92839 8 | Week 7,72054,62165,130866,322975,91187,,67890,621089,244614,4464,5358,161933,176502,105507,138212,12514,114077,359397,3973,127314,20547,28639,197926,378374 9 | Week 8,128607,32285,266408,549734,849795,13402,269141,216531,372472,233534,11059,520539,220131,184788,214941,65802,229956,156245,52212,104213,57544,113410,141828,396612 10 | Week 9,291078,128533,289534,920247,1141587,13662,366821,657183,1332685,59790,73258,1030541,655520,261709,437100,20102,250840,385083,163696,166973,37843,29515,300500,434708 11 | Week 10,22494,14155,159067,504428,311589,4908,42806,247819,33972,31665,4595,244003,36193,162011,104629,5088,32247,56547,76356,86887,14540,44145,70069,121884 12 | Week 11,102047,66618,221831,489817,249208,18032,49473,924176,150558,18689,-1601,327787,175149,87267,168457,29949,53483,55451,20254,167410,77080,21553,117308,47856 13 | Week 12,36521,40969,132321,598144,386233,12557,96015,539970,209555,32959,9025,245304,98350,64851,132108,14852,57140,23849,44366,65834,22897,17982,81225,74954 14 | Week 13,19071,8712,97088,162742,120397,8403,25141,77533,175760,2690,6668,393342,57846,103621,124923,,78782,88961,,94547,40261,15825,173492,54736 15 | Week 14,55392,281193,461127,620013,566591,102481,199446,365461,1130259,116765,31345,639505,440342,83054,154122,49681,247248,219604,9285,109944,6120,139196,106470,156216 16 | Week 15,55672,114293,367756,324935,460537,7085,213202,737744,787520,200252,-2897,958095,628943,222132,122313,66067,101500,58349,16127,108466,181849,72183,119793,355661 17 | Week 16,69555,283426,154470,1001291,466569,43287,92727,802035,1124729,130141,31454,496106,394338,88678,238554,22728,23928,40727,38163,63179,68274,53237,137315,203404 18 | Week 17,298545,96203,164017,708405,178714,42407,185233,671923,1044991,79718,109758,292943,393338,138309,114938,30444,141206,123467,28904,56390,46768,38456,104860,238809 19 | Week 18,335066,111310,228596,1251741,899029,116345,274461,569498,335635,31802,60074,334620,447596,45747,145084,7180,159095,32513,-1005,88208,46777,19172,224270,181030 20 | Week 19,13872,17028,17321,120000,21384,22941,21839,340251,157440,7303,52966,139032,54390,84373,45424,7802,51833,6617,,65,16229,24562,55601,120067 21 | Week 20,26324,6666,119823,86854,355794,,15707,534609,470702,32972,8683,75957,89510,26219,145436,13295,15512,20237,,107276,10191,44381,63386,178900 22 | Week 21,27422,9302,76975,244843,343535,14723,36606,470698,613945,30547,36252,178964,78968,70737,111918,6583,36213,45568,27247,72340,29362,16900,185170,231323 23 | Week 22,58944,42130,102346,97536,182414,1851,82760,666801,819770,31032,30365,254335,109125,95397,321650,35600,79197,60096,37841,46352,44214,8321,45471,271825 24 | Week 23,15335,48444,84075,366727,76501,10721,117232,280130,200396,62013,8721,198822,131670,65204,136116,7830,113667,21366,104197,77129,8679,50060,125502,120035 25 | Week 24,61186,24170,301319,156391,102763,21691,121041,207154,326056,20185,25124,209955,104554,100794,74808,11223,83998,28522,17994,55267,39730,77672,39124,97871 26 | Week 25,3874,72504,162301,154816,461105,48601,143982,615598,576670,30165,45128,112185,89179,43298,74154,7120,36629,36336,36626,32385,10253,33481,121108,163146 27 | Week 26,80948,-543,120831,248680,108572,8746,95809,994657,626053,35468,12718,76054,247303,53624,72534,5843,84505,83785,126633,62797,44083,31968,210262,297712 28 | Week 27,159239,45606,132149,154289,90557,3272,46131,886464,505989,27346,50599,482929,89229,89665,256943,7279,27970,36991,2402,38495,40622,42439,207100,184442 29 | Week 28,23816,39437,125763,134136,59372,35650,128159,254921,478944,52960,9477,128411,31427,38697,53286,8229,121489,23867,82962,9475,8399,22208,172301,76989 30 | Week 29,77552,53260,113700,461324,228209,18879,33488,207883,634398,23205,22780,219142,103783,59612,40408,9501,17578,64977,,98725,69803,519,147141,135947 31 | Week 30,22148,39560,171592,395229,270237,42769,143319,139558,382659,66265,54830,83870,135498,115918,216014,14720,135569,114065,17332,90004,22319,24709,335546,110802 32 | Week 31,82649,35968,108453,103487,436445,2445,83516,253982,495766,36424,71856,239986,205122,170809,210749,14653,56803,255064,4384,94618,,48503,132578,102631 33 | Week 32,69094,188277,391785,1190615,913419,29670,502414,450680,1116494,125807,77446,1167134,726080,347858,250026,33783,155050,206112,170080,136784,25308,54970,196466,244230 34 | Week 33,876109,39217,452870,712518,555778,73293,289733,421640,1114813,94001,111459,681449,478799,127916,172699,73938,123528,112488,106332,128267,24317,52165,143135,461690 35 | Week 34,100250,96291,641891,636567,473806,153652,264348,298174,916654,24732,66654,413167,405280,143940,189298,41844,139963,111302,18939,290403,111154,53011,263068,255016 36 | Week 35,872265,146214,798827,995383,884572,38144,399775,664253,1706694,85367,168668,1013428,746851,89985,694093,24064,164987,367506,81240,191084,119862,103297,267569,384029 37 | Week 36,4704,47,88655,82071,135837,,37168,55279,106098,16912,61850,74888,29263,45131,79673,12607,10683,35780,,23732,8993,14091,49243,65721 38 | Week 37,52573,51593,308804,118511,278547,,83091,414378,179942,57762,31661,67757,92898,109598,171040,17159,110867,191842,12884,59343,43426,37293,176126,205519 39 | Week 38,47649,72818,339973,268527,327686,,63242,214349,232626,66145,91955,235327,138495,131129,125995,22008,98706,58087,1110,92046,29254,26809,97474,117342 40 | Week 39,471179,142677,843008,693189,971899,28296,197612,509724,763698,283195,246464,393569,424878,210324,186324,12084,196920,294120,235598,140605,70063,78013,263746,226336 41 | Week 40,404699,202992,452144,250991,636896,,146260,714422,949593,33533,21167,421629,598716,141009,513248,68793,80535,117592,85703,156908,23367,27706,176898,524731 42 | Week 41,187746,18913,397102,822970,410573,69085,358663,248382,1158299,113903,116959,273718,181169,155496,209869,8148,134711,178372,3521,143489,105730,74281,20787,163811 43 | Week 42,321446,371926,583416,1301144,954216,50853,430964,373628,983770,116691,287967,745626,285031,155090,382584,65953,252728,89910,52435,95157,10681,43343,190838,333046 44 | Week 43,134519,127142,248513,133950,490060,,240341,456884,1242759,5509,31338,341773,313229,99129,211410,19127,160640,93293,39105,35070,109354,20772,33639,79514 45 | Week 44,70197,22433,233873,219887,668399,68616,55934,521575,1633194,71126,138509,269447,529336,102618,210109,27982,210131,193769,65180,241151,42340,26351,235301,393658 46 | Week 45,27808,24241,159497,37327,278138,22204,9926,153150,443266,14956,33133,56743,90700,81202,87591,16492,16523,66601,,94521,5088,25539,86213,92677 47 | Week 46,53080,10501,212830,295206,227915,6848,51067,276279,1516197,86730,28980,45016,78478,103275,178680,555,42827,141316,56942,48671,12204,56346,81407,105006 48 | Week 47,67588,182502,338494,307411,166778,-14606,174786,296934,2036031,73006,60303,197705,189479,47503,225291,31192,99821,115031,57702,79996,18360,68448,271654,129749 49 | Week 48,167972,57354,868686,1084615,1454372,132772,297009,884365,2297060,111140,278701,690202,722696,456075,624876,50473,213229,254503,84390,270350,68448,27109,404506,448820 50 | Week 49,12108,21,230,18272,3854,37730,135,63280,136633,8141,910,21060,10542,4397,31411,4582,6839,14137,,4677,9,15200,38837,29673 51 | Week 50,33095,1785,41036,82262,38951,24127,66623,358970,1797754,24973,31585,42772,32979,20355,56173,1417,2278,12706,,29864,,6005,85816,69542 52 | Week 51,32978,14409,64281,128027,57319,35098,7967,492767,1227594,51063,23500,31312,25052,38119,97790,5438,51568,22680,13136,43950,7737,11653,193751,84692 53 | Week 52,21011,7177,-16271,289496,77208,18840,21105,209280,796708,45060,24325,16937,19322,56514,96232,,60084,111602,77344,69812,13059,114378,170841,149927 54 | Week 53,30541,3163,-3455,35901,14201,,33576,373244,157515,36961,6572,27039,-136583,25804,79115,3231,74575,246705,51396,15013,15369,21861,120004,63620 55 | Week 54,11599,12120,300336,904201,255192,106521,35713,26044,434427,15630,52300,117389,110300,57580,124905,6407,75235,161266,6308,37348,,2632,9036,123559 56 | Week 55,488302,48789,622807,856379,822848,52958,301690,178249,1061640,111676,125955,705046,1081026,92959,188786,34905,109043,48582,104317,103232,36628,82313,295148,208206 57 | Week 56,282685,89681,293787,908117,873515,21829,156608,227205,1239481,145222,58737,453078,630500,108869,354505,19461,110884,142208,11563,232008,38507,11876,176101,171935 58 | Week 57,210843,234776,267812,778000,763772,14166,227157,251839,2047384,94043,177380,736295,623549,106506,269295,19558,182837,109828,245438,150676,52071,50855,214158,413297 59 | Week 58,257455,188711,607445,865483,879417,41005,752617,506991,3428286,66047,73982,852128,629135,94422,220085,37185,115247,210027,120977,133566,41385,48610,314406,371316 60 | Week 59,41096,60322,121659,332350,114701,96043,32510,250253,680833,148847,72778,296846,410531,41120,133625,16822,72477,162314,55882,74692,,38451,160115,138528 61 | Week 60,173693,52987,222034,719342,528376,96718,176394,794112,1045899,150390,144701,994136,689722,77215,269199,53944,205405,31125,136145,63353,67218,43394,110144,186695 62 | Week 61,18054,17116,212951,653265,503528,60349,34580,490924,1418545,14427,114751,1227035,512568,34836,227732,10006,51848,76378,71119,171864,50139,65615,139074,153979 63 | Week 62,1290989,452990,647488,621926,1281750,142389,287988,1264910,3237789,94969,78339,1604639,850660,208661,304991,13001,28763,260150,100541,183375,202530,86633,424270,282538 64 | Week 63,21922,13835,-5865,162557,52063,,63426,57027,83346,25077,1676,15390,72697,16276,71927,11617,2830,44658,6436,2554,,4268,44251,48902 65 | Week 64,69500,51542,146628,303410,38984,148660,108146,136425,421587,58070,83888,115307,142947,37889,109204,14836,126199,47937,23939,66578,6851,20339,200604,129242 66 | Week 65,51892,14403,98034,190607,278674,1386,46175,186110,1005997,46499,42063,183761,60625,37624,66444,20933,45472,22882,53991,31385,13998,8811,246859,183628 67 | Week 66,112313,,65137,160034,78285,,89924,277633,940176,30714,62592,132514,35157,32419,75305,5644,30678,6866,61811,47184,28823,38068,104188,119488 68 | Week 67,12001,150,175711,444753,113693,,89661,405540,1021090,48752,17348,363630,625971,43635,121189,2531,32076,107688,33461,89975,4567,8599,266414,137812 69 | Week 68,31546,55909,222716,457991,493193,39027,72291,890997,1631828,158224,192441,353761,846717,76028,218440,31015,109935,113054,29677,89576,47310,25057,201380,303751 70 | Week 69,47908,265,165404,498987,260738,30449,98888,375171,1869901,88260,13879,221639,591035,31781,170356,21282,42660,96450,215373,40444,2262,55474,27390,264100 71 | Week 70,218568,99014,204392,309757,155213,,50415,469149,1189369,14066,34101,484902,203615,27533,26960,,61624,20715,16182,45436,77084,35229,243995,153631 72 | Week 71,491697,132394,359281,987341,897437,33300,202088,1291790,3007734,49771,85980,518014,772200,43249,228991,277,202782,128495,116301,81035,50077,35681,266691,240338 73 | Week 72,34,215,17336,91753,43804,,3157,101922,378483,3582,5136,28828,39103,3483,4697,2227,48713,32386,948,15830,7010,21136,39372,93801 74 | Week 73,25297,2233,82569,123994,74678,,12884,187170,674193,6287,27859,131577,104735,24240,80446,17811,32456,27299,9845,16953,2474,23465,70098,75655 75 | Week 74,25824,113,77719,53426,34914,4617,17826,273703,613823,42021,5036,32385,38417,28167,89366,7971,12456,3751,24,24957,29078,29380,50231,118225 76 | Week 75,24448,7233,71098,159159,98234,,6685,821036,2045651,73150,40483,132238,88888,12853,218542,16447,125365,62651,211215,103366,2458,10980,81608,223275 77 | Week 76,25363,1746,11801,57868,62561,,46958,45034,317417,12420,46349,51591,62129,61206,43556,2571,206,13665,12140,,,,7426,81598 78 | Week 77,,,152733,174262,419275,81930,89566,161148,582287,17917,35250,240692,192088,17826,154311,2480,21438,83801,8837,48920,3358,35744,32234,61243 79 | Week 78,157771,100215,246936,493644,288706,12011,59329,170697,355817,27018,137540,99430,123794,8603,79596,21984,12812,36576,22672,23160,25142,44108,96637,219429 80 | Week 79,147709,88375,241901,962800,1072759,41071,336967,548652,1013539,22303,199079,613666,504122,160929,124856,1517,67207,22952,189739,23981,182124,8295,199121,205824 81 | Week 80,80638,233113,150696,791104,1187056,184386,100818,1111185,1517660,162247,75226,683615,600307,21587,355244,20451,186010,9526,82675,98255,12715,51610,175825,237574 82 | Week 81,50957,10323,9141,97150,217627,27410,40883,48360,360632,21680,34809,36610,31116,20196,65497,2557,66426,18167,3060,19727,7887,19587,156033,-16898 83 | Week 82,34267,26255,116644,110418,298697,,51642,251761,388782,63100,75220,36610,111858,82690,-15077,22466,31596,72601,57827,126230,21220,4780,143545,61814 84 | Week 83,-935,75432,77955,144410,216537,14250,45433,245759,915707,86209,36445,15895,63257,28533,103353,21755,173756,102284,38723,30011,55223,103230,241865,181413 85 | Week 84,144607,63242,311694,347498,267361,33770,54978,400273,1758591,129236,41504,170824,144047,82910,186231,13380,103099,188000,245125,61768,34753,61098,431263,180792 86 | Week 85,26586,-17968,196647,299398,1285673,116137,94515,257522,517684,26854,110503,108140,707358,98351,171420,2505,105900,251559,20820,78688,35270,117906,110031,162537 87 | Week 86,20438,66608,192729,461289,834432,71219,65614,258926,1177292,103633,53741,517905,367183,244728,113772,7840,76180,201095,24655,99151,103596,24217,107517,201591 88 | Week 87,101460,145503,564901,751724,1632115,99450,303590,442384,1163583,236704,152,558927,280896,74829,132056,19723,151610,141948,109454,81003,63893,52363,93038,319278 89 | Week 88,333846,262078,210062,1019363,1324949,,173310,336155,1873683,97407,82643,900840,361538,67215,327878,19485,213588,329936,379913,122180,80809,55503,235908,353455 90 | Week 89,635678,32839,564196,707927,675792,,349159,805991,2025430,108912,53495,900932,736993,8987,290691,31375,195618,86795,66831,100291,101043,25190,144693,177179 91 | Week 90,26496,48321,130387,259751,277202,3009,140562,149837,544043,54496,115578,258482,128465,14443,97090,19141,21330,53265,18962,86129,41327,42873,78428,83284 92 | Week 91,140407,1176,192177,358175,526125,54750,107658,327219,787538,79400,96326,382477,187791,73688,207744,25700,36265,173309,88372,58681,27727,11466,162203,163928 93 | Week 92,38096,74096,663631,940091,926278,50935,325555,290752,1367877,85144,76486,477590,282791,125340,171544,50974,97665,48303,121827,98370,115771,56965,261172,229867 94 | Week 93,475690,3648,327712,550962,1016366,153556,153931,482754,3359612,148637,112705,520167,1021292,103820,243389,19923,99079,131789,32644,101246,213739,74567,112544,258832 95 | Week 94,-12596,25818,190687,303959,464322,18593,116805,359937,810082,92173,40974,375831,379577,61943,196824,29658,37459,178438,3156,19186,26648,44112,69622,269636 96 | Week 95,74037,158173,155282,668930,611341,157805,254971,251057,359356,122032,54245,137818,170937,112652,179235,17638,110234,46368,143014,61973,8926,58561,93402,119042 97 | Week 96,7654,297779,261045,324287,772471,,104503,285572,825486,123454,46493,271885,219401,68134,142621,2480,46297,217185,16761,57652,81682,7391,59490,89923 98 | Week 97,1020321,153073,951677,1978650,2072039,204064,296281,729418,3832221,215328,111619,930201,923928,134941,384792,13001,384562,206395,226821,161533,165511,79162,414099,498929 99 | Week 98,9032,76208,158286,109950,225801,2976,91250,31949,164842,34785,162732,151779,144396,51731,63859,25352,18057,19212,13582,-3025,8432,30009,113686,94764 100 | Week 99,50953,460841,66501,401048,171579,4804,82383,124495,723825,55841,16419,90510,61622,15802,44723,16010,2686,25074,111631,79419,11946,7495,65985,32794 101 | Week 100,14216,20658,419051,55147,368795,28823,64214,608172,753811,24784,99652,223808,127312,77345,147602,10760,49321,27488,36370,81784,,66720,268051,144412 102 | Week 101,139028,113982,176249,631272,1325871,128373,143872,383822,1221961,80824,12094,215957,258904,42722,298042,20770,6502,47905,95300,75584,52191,168,23419,223613 103 | Week 102,-144249,9804,166893,353062,229311,,17702,555556,676785,19036,5694,147559,113349,17175,82971,30392,96408,49599,5030,57601,81000,61019,100379,98858 104 | Week 103,16309,6199,74015,3901,222848,3067,9441,131288,394454,27906,43518,101475,114861,32613,162534,78671,45024,82738,25395,31085,39105,25857,107054,80120 105 | Week 104,47376,62443,190645,410460,557116,25398,105351,174981,698064,102441,83185,322050,73040,100907,118633,15393,143556,68187,136135,63245,9840,27450,104251,94848 106 | Week 105,113812,19462,62661,236453,568355,25954,27282,301087,1302963,68262,80762,110451,349592,117904,281817,30925,130399,214416,1711,65382,7149,31172,126853,75623 107 | Week 106,,327,33847,83286,7354,,382,42710,446637,11084,26243,21656,-1397,4394,43314,14708,15979,2544,43980,44590,150922,-49,1999,45714 108 | Week 107,23557,46575,153634,140169,377091,106078,0,29702,334594,37874,51266,227775,61425,5712,-1595,,2566,4666,9171,3427,2396,22353,165272,161022 109 | Week 108,219351,116874,275597,324993,397861,24953,104586,280625,1375720,120575,144881,420348,249574,97667,154631,73277,86150,163146,181446,70625,23097,87203,234087,258208 110 | Week 109,136889,243532,246723,118174,524251,650,199236,305447,639051,156655,75344,87175,158659,55287,78681,46344,57274,46948,48720,69421,16517,63360,180600,261473 111 | Week 110,78930,103641,183410,317197,603679,12011,112557,171663,1146273,90234,48236,350470,649714,85153,149702,5724,78809,95821,103321,20822,61111,36750,166481,304995 112 | Week 111,145604,305253,308092,291740,923232,3856,503189,608436,2019271,38474,94037,399547,610633,147890,373435,59632,157118,145311,159416,110757,62080,62396,395459,367763 113 | Week 112,23375,56547,106564,206872,293449,42428,,135170,187575,61751,35632,71463,71196,24815,101680,8480,8449,108697,173752,12227,13625,36760,88892,184394 114 | Week 113,53483,135534,190456,441866,1088079,96056,96145,245917,777814,151244,133865,450314,325142,152041,99543,6149,64606,161752,141696,49248,50194,64657,41841,284966 115 | Week 114,203096,200554,262172,473122,1076805,56935,140161,411010,947699,68333,86866,162784,454806,97234,202861,18449,61405,58527,140097,67870,120828,33114,33218,308732 116 | Week 115,193942,342353,120737,488094,871925,,105216,364057,786205,110808,36289,618768,457839,108991,187131,37857,96714,50763,144824,46124,36811,35742,615570,299291 117 | Week 116,142773,72600,148771,135194,733366,18920,138941,522190,1401398,95935,33130,22699,177427,66446,66922,30094,157893,67398,55583,119338,49961,31520,269255,270051 118 | Week 117,70258,49164,79221,175399,366833,33623,87497,281992,448881,62601,41043,76182,179131,24452,57310,-1376,78786,35109,130495,16333,25823,17814,108542,179599 119 | Week 118,84536,69306,110805,114137,294876,,72900,378190,1014336,83931,32318,204156,92854,63658,164122,21005,37436,44973,156749,85239,11942,44677,37947,155836 120 | Week 119,-2907,408035,63368,123162,226650,,73310,332034,611437,44418,47558,157627,148999,47380,72618,26363,-3420,42273,66464,60721,10167,2583,78396,108357 121 | Week 120,27328,319387,38261,144363,332747,85707,214254,87703,925815,27171,129824,338700,134111,29200,90241,18725,26304,18745,55251,61773,61278,35440,164741,154292 122 | Week 121,54684,55359,137882,460740,349499,7234,100201,257769,1262294,125627,106610,451317,226561,114422,141453,33869,57163,41746,132463,26584,14349,21780,66449,368494 123 | Week 122,12189,25268,140111,291458,364118,,15647,949423,545456,106517,101862,205602,299310,72371,128702,15830,52000,77393,73542,42970,16248,42747,124635,234585 124 | Week 123,19022,116952,-9694,232343,529744,,99435,272426,2913860,55857,63094,279399,383278,87475,81665,6032,13025,125373,124711,32025,33945,14941,25008,196857 125 | Week 124,391871,664308,380671,303050,1216167,12095,13777,1441667,2394025,110354,56637,375539,505021,101869,212991,21637,122031,71941,76984,131644,33377,17711,129035,374561 126 | Week 125,2396,16472,97275,119541,135895,9917,6274,-14185,517991,50110,31752,14286,70294,47644,96381,8193,50764,87928,1960,21803,84454,2882,122066,127592 127 | Week 126,10340,69187,60792,91094,147273,7245,26867,308835,563338,75846,62697,45891,59568,26621,89484,27153,19991,34283,57454,24242,26080,9188,79082,166075 128 | Week 127,14491,213450,89905,199304,539906,,30549,286590,927366,32284,52727,93215,123742,79572,10934,9824,5272,33818,20948,19385,9121,15798,89933,107334 129 | Week 128,56407,339720,-40049,18044,168008,,28857,238499,703495,82229,67977,46510,100073,109991,106360,44901,145180,147090,121527,58921,23888,40323,77158,146311 130 | Week 129,35281,183291,141891,151771,185658,29578,106404,591266,1147960,31422,99033,112083,180974,77576,224196,9725,88695,83992,73897,85331,102233,27338,139205,323484 131 | Week 130,46923,78690,85229,195685,140010,2467,54009,248274,585783,63692,11129,45715,155886,72423,91169,19007,10852,81227,29492,30158,82526,13910,152475,208898 132 | Week 131,111672,74438,67243,448259,453154,8377,81817,254220,726934,71833,30589,79597,367950,96253,34962,14029,34223,68810,105707,44566,74159,32668,131323,210959 133 | Week 132,20277,224824,162435,222006,623429,8463,55003,656506,1029797,181695,85415,91281,193407,91176,122070,8568,67780,144107,220276,75702,70747,24151,84749,223834 134 | Week 133,127724,198342,265580,136028,894399,3597,136362,1177282,2209230,53717,91100,146748,367724,95321,199921,26593,83144,39844,220357,149873,164343,62029,251937,312752 135 | Week 134,9949,10013,30187,62566,154655,16528,34026,3546,91513,38519,5101,10029,12708,74411,89194,19655,42810,82244,36844,16916,47151,18130,51655,145972 136 | Week 135,1328,61251,48963,224983,146397,,27931,77157,22810,138045,46508,47596,168168,45406,142996,5316,48051,87333,101305,42588,118037,25335,70474,165474 137 | Week 136,154787,8980,78737,277344,403027,14355,56451,296730,191246,130311,64936,170632,70150,68397,160441,26266,56444,164241,109151,22317,117813,31452,217137,215968 138 | Week 137,53926,209900,133819,259351,723992,3220,170529,790556,853833,51185,103520,96694,436527,123533,122747,20270,84184,284246,320002,73398,211275,30667,381627,337371 139 | Week 138,21718,80700,35317,296149,579882,23273,98847,87947,344973,65994,91562,113443,154458,87885,161769,31140,9130,229744,122418,52689,126114,63244,108218,210993 140 | Week 139,24274,51000,74183,439672,763538,37791,298978,283599,376880,72628,71560,165966,498758,174475,96105,21075,59664,357973,225210,39143,232827,20252,163812,230223 141 | Week 140,41427,4976,47612,434359,676535,34497,111454,374249,523674,77794,153051,180406,417559,76271,226566,39804,43465,113254,64475,96858,180942,82262,229517,145425 142 | Week 141,196398,217034,236368,300738,575850,14619,133051,379685,221282,110177,69472,98969,313051,241057,164758,19673,173762,248658,322456,99025,318048,39884,251111,486741 143 | Week 142,43617,559342,242119,203896,523688,79211,353575,697928,641469,76924,65834,370360,307070,139381,117995,2791,201861,208843,379090,58453,231103,31425,261042,185719 144 | Week 143,105758,28576,177779,298261,310548,25737,23566,169611,1141157,91198,44087,69473,398251,75235,182224,27990,8628,74208,148221,87867,116298,24391,109573,200675 145 | Week 144,26484,188060,75601,325258,760860,5031,37216,493685,453490,78303,84236,162628,379722,76605,106178,41310,51260,105317,117673,66641,180412,47557,133509,242491 146 | Week 145,63500,187404,147259,406667,985201,43008,143465,535437,1012193,189095,178419,190992,621583,127681,276097,31031,82045,160252,117786,175336,212890,100302,221283,342177 147 | Week 146,92196,648888,151099,301920,240945,31645,77118,1138524,2529273,142466,9956,160068,601181,184643,132166,47693,55123,83373,115007,280799,291692,85712,439363,299872 148 | Week 147,14115,24549,323129,460491,567647,10312,54733,146797,518230,165704,111956,91913,431743,142865,173946,13771,62772,220198,126653,49084,161256,39334,150302,230535 149 | Week 148,7202,123062,128147,485833,909754,79516,177208,552599,984817,56792,170076,239809,510426,141517,135398,35430,94695,52954,78589,76894,282361,13942,65119,388223 150 | Week 149,76369,232875,300781,606901,605485,4039,108712,499293,1526377,131383,72872,91277,466593,147689,178753,61460,152380,174314,635705,165844,204050,50261,147824,307503 151 | Week 150,31547,399544,138639,518343,270433,,216341,477645,803064,98669,82990,190497,700622,92632,121078,64373,27664,314748,250175,179797,363626,41994,137244,208771 152 | Week 151,55563,98699,96617,196292,334123,,69865,511353,806226,57033,59495,47315,280325,48733,30445,13736,30559,42461,66661,55602,67167,13652,100439,199434 153 | Week 152,,37452,-6647,50035,328777,34255,48197,176614,1131357,7315,65102,122474,232713,44229,215415,33932,76578,183509,120095,90890,148972,29140,196771,105573 154 | Week 153,20258,54332,62860,121142,242932,4765,-612,257302,2057507,124744,35252,46234,137276,39886,143506,36997,14538,64009,70713,-4685,127474,15516,137865,290868 155 | Week 154,58202,92938,101442,171449,202130,2445,104705,563742,1676282,53926,88963,144543,253960,40622,212115,8706,32799,228776,160474,62616,116618,113500,126094,466681 156 | Week 155,121325,73312,120639,118019,116950,7006,50572,671902,1085669,104231,136655,53756,223646,72461,249175,,52339,156334,40345,77423,88509,65668,193077,156580 157 | Week 156,36753,44793,27310,185952,387539,,135212,532136,1563106,59943,123927,65323,324115,112191,178728,23269,62715,139315,295210,72509,207616,47601,166976,308352 158 | Week 157,247139,248186,122245,241058,455657,6681,90327,520677,677456,62950,50081,113842,268166,126534,191717,53816,31880,298718,153337,87599,204593,37784,152205,150924 159 | Week 158,7273,-549,38240,179660,683235,,67375,236226,292065,78081,83527,113226,192350,81994,122184,25856,42020,116489,128870,113976,128178,64363,322380,69111 160 | Week 159,24092,96778,-16407,94693,197018,8582,122479,334111,528758,69013,66602,49869,171334,81415,78441,14946,48917,57665,55647,87121,122751,51089,86844,26472 161 | -------------------------------------------------------------------------------- /Ch_3_news_share_example/news_sample.csv: -------------------------------------------------------------------------------- 1 | time,sourceTimestamp,firstCreated,sourceId,headline,urgency,takeSequence,provider,subjects,audiences,bodySize,companyCount,headlineTag,marketCommentary,sentenceCount,wordCount,assetCodes,assetName,firstMentionSentence,relevance,sentimentClass,sentimentNegative,sentimentNeutral,sentimentPositive,sentimentWordCount,noveltyCount12H,noveltyCount24H,noveltyCount3D,noveltyCount5D,noveltyCount7D,volumeCounts12H,volumeCounts24H,volumeCounts3D,volumeCounts5D,volumeCounts7D 2 | 2007-01-01 04:29:32+00:00,2007-01-01 04:29:32+00:00,2007-01-01 04:29:32+00:00,e58c6279551b85cf,China's Daqing pumps 43.41 mln tonnes of oil in 06,3,1,RTRS,"{'CRU', 'CN', 'RTRS', 'ENR', 'LEN', 'EMRG', 'NGS', 'ASIA'}","{'O', 'Z', 'OIL'}",1438,1,,False,11,275,"{'PTR.N', '0857.F', '0857.DE', '0857.HK'}",PetroChina Co Ltd,6,0.235702,-1,0.500739,0.419327,0.0799341,73,0,0,0,0,0,0,0,3,6,7 3 | 2007-01-01 07:03:35+00:00,2007-01-01 07:03:34+00:00,2007-01-01 07:03:34+00:00,5a31c4327427f63f,"FEATURE-In kidnapping, finesse works best",3,1,RTRS,"{'BD', 'INS', 'LATAM', 'CA', 'US', 'MX', 'IL', 'LIF', 'RTRS', 'FEA', 'LEN', 'MEAST', 'CO', 'ASIA', 'HT'}","{'PGE', 'PCU', 'PCO', 'DNP', 'MD', 'E', 'G', 'PSC', 'ESN', 'U', 'RNP'}",4413,1,FEATURE,False,55,907,{'STA.N'},Travelers Companies Inc,8,0.447214,-1,0.600082,0.345853,0.0540643,62,1,1,1,1,1,1,1,3,3,3 4 | 2007-01-01 11:29:56+00:00,2007-01-01 11:29:56+00:00,2007-01-01 11:29:56+00:00,1cefd27a40fabdfe,PRESS DIGEST - Wall Street Journal - Jan 1,3,1,RTRS,"{'IQ', 'RO', 'US', 'ID', 'RET', 'RTRS', 'ENR', 'PRESS', 'BG', 'LEN', 'TH', 'NGS', 'BY'}","{'M', 'PMF', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'NAT', 'RNP'}",2108,2,PRESS DIGEST,False,15,388,"{'WMT.N', 'WMT.DE'}",Wal-Mart Stores Inc,14,0.377964,-1,0.450049,0.295671,0.25428,67,0,0,0,0,0,0,0,5,11,17 5 | 2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,23768af19dc69992,PRESS DIGEST - New York Times - Jan 1,3,1,RTRS,"{'PUB', 'BUS', 'INS', 'CA', 'ENT', 'US', 'FIN', 'SFWR', 'RTRS', 'WWW', 'PRESS', 'USC', 'LEI', 'FUND', 'LEN'}","{'M', 'PMF', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'NAT', 'RNP'}",1776,6,PRESS DIGEST,False,14,325,"{'GOOG.O', 'GOOG.OQ', 'GOOGa.DE'}",Google Inc,13,0.149071,-1,0.752917,0.162715,0.0843678,83,0,0,0,0,0,0,0,5,13,15 6 | 2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,23768af19dc69992,PRESS DIGEST - New York Times - Jan 1,3,1,RTRS,"{'PUB', 'BUS', 'INS', 'CA', 'ENT', 'US', 'FIN', 'SFWR', 'RTRS', 'WWW', 'PRESS', 'USC', 'LEI', 'FUND', 'LEN'}","{'M', 'PMF', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'NAT', 'RNP'}",1776,6,PRESS DIGEST,False,14,325,{'XMSR.O'},XM Satellite Radio Holdings Inc,11,0.149071,-1,0.699274,0.20936,0.0913665,102,0,0,0,0,0,0,0,0,0,0 7 | 2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,23768af19dc69992,PRESS DIGEST - New York Times - Jan 1,3,1,RTRS,"{'PUB', 'BUS', 'INS', 'CA', 'ENT', 'US', 'FIN', 'SFWR', 'RTRS', 'WWW', 'PRESS', 'USC', 'LEI', 'FUND', 'LEN'}","{'M', 'PMF', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'NAT', 'RNP'}",1776,6,PRESS DIGEST,False,14,325,"{'SIRI.OQ', 'SIRI.O'}",Sirius XM Radio Inc,0,0.149071,-1,0.476228,0.336996,0.186776,325,0,0,0,0,0,0,0,0,2,3 8 | 2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,23768af19dc69992,PRESS DIGEST - New York Times - Jan 1,3,1,RTRS,"{'PUB', 'BUS', 'INS', 'CA', 'ENT', 'US', 'FIN', 'SFWR', 'RTRS', 'WWW', 'PRESS', 'USC', 'LEI', 'FUND', 'LEN'}","{'M', 'PMF', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'NAT', 'RNP'}",1776,6,PRESS DIGEST,False,14,325,"{'DIS.N', 'DIS.DE', 'DIS.F'}",Walt Disney Co,5,0.149071,0,0.152658,0.615878,0.231464,46,0,0,0,0,0,0,0,2,8,8 9 | 2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,23768af19dc69992,PRESS DIGEST - New York Times - Jan 1,3,1,RTRS,"{'PUB', 'BUS', 'INS', 'CA', 'ENT', 'US', 'FIN', 'SFWR', 'RTRS', 'WWW', 'PRESS', 'USC', 'LEI', 'FUND', 'LEN'}","{'M', 'PMF', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'NAT', 'RNP'}",1776,6,PRESS DIGEST,False,14,325,"{'MSFT.DE', 'MSFT.F', 'MSFT.OQ', 'MSFT.O'}",Microsoft Corp,10,0.447214,0,0.325929,0.374173,0.299898,130,0,0,0,0,0,0,0,0,4,16 10 | 2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,2007-01-01 12:08:37+00:00,23768af19dc69992,PRESS DIGEST - New York Times - Jan 1,3,1,RTRS,"{'PUB', 'BUS', 'INS', 'CA', 'ENT', 'US', 'FIN', 'SFWR', 'RTRS', 'WWW', 'PRESS', 'USC', 'LEI', 'FUND', 'LEN'}","{'M', 'PMF', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'NAT', 'RNP'}",1776,6,PRESS DIGEST,False,14,325,"{'YHOO.O', 'YHOO.OQ', 'YHOO.DE'}",Yahoo! Inc,13,0.149071,0,0.0913729,0.633713,0.274914,83,0,0,0,0,0,0,2,8,11,12 11 | 2007-01-01 13:00:02+00:00,2007-01-01 13:00:02+00:00,2007-01-01 13:00:02+00:00,9fb959be43ed4ba2,Tenet Completes Sale of Alvarado Hospital Medical Center ,3,1,BSW,"{'US', 'NEWR', 'LEN', 'DRU'}","{'CNR', 'BSW'}",1881,1,,False,12,315,{'THC.N'},Tenet Healthcare Corp,1,1.0,1,0.0580591,0.139615,0.802326,183,0,0,0,0,0,0,0,0,0,1 12 | 2007-01-01 13:00:08+00:00,2007-01-01 13:00:08+00:00,2007-01-01 13:00:08+00:00,abf2fa5ad1ab3ef0,RPT-Wall St Week Ahead: Mild jobs may lift stocks as '07 starts,3,1,RTRS,"{'JOB', 'US', 'NEWS', 'DRV', 'MUNI', 'STX', 'FIN', 'IND', 'GB', 'BNK', 'ENR', 'AU', 'LEN', 'RTRS', 'MCE', 'RESF', 'AUT'}","{'M', 'SOF', 'C', 'T', 'G', 'MF', 'AUF', 'EMK', 'MNI', 'O', 'NAT', 'E', 'GRO', 'NAW', 'ESN', 'U', 'OIL', 'D', 'MTL', 'ELN', 'AUP', 'UKI'}",8032,3,RPT,False,73,1674,"{'SIEB.OQ', 'SIEB.O'}",Siebert Financial Corp,3,0.220564,0,0.262733,0.381765,0.355503,233,0,1,2,2,2,0,1,2,2,2 13 | 2007-01-01 13:00:08+00:00,2007-01-01 13:00:08+00:00,2007-01-01 13:00:08+00:00,abf2fa5ad1ab3ef0,RPT-Wall St Week Ahead: Mild jobs may lift stocks as '07 starts,3,1,RTRS,"{'JOB', 'US', 'NEWS', 'DRV', 'MUNI', 'STX', 'FIN', 'IND', 'GB', 'BNK', 'ENR', 'AU', 'LEN', 'RTRS', 'MCE', 'RESF', 'AUT'}","{'M', 'SOF', 'C', 'T', 'G', 'MF', 'AUF', 'EMK', 'MNI', 'O', 'NAT', 'E', 'GRO', 'NAW', 'ESN', 'U', 'OIL', 'D', 'MTL', 'ELN', 'AUP', 'UKI'}",8032,3,RPT,False,73,1674,"{'MON.N', 'MON.F', 'MON.DE'}",Monsanto Co,0,0.0735215,0,0.294074,0.381648,0.324277,1674,0,0,0,0,0,0,1,2,2,2 14 | 2007-01-01 13:00:08+00:00,2007-01-01 13:00:08+00:00,2007-01-01 13:00:08+00:00,abf2fa5ad1ab3ef0,RPT-Wall St Week Ahead: Mild jobs may lift stocks as '07 starts,3,1,RTRS,"{'JOB', 'US', 'NEWS', 'DRV', 'MUNI', 'STX', 'FIN', 'IND', 'GB', 'BNK', 'ENR', 'AU', 'LEN', 'RTRS', 'MCE', 'RESF', 'AUT'}","{'M', 'SOF', 'C', 'T', 'G', 'MF', 'AUF', 'EMK', 'MNI', 'O', 'NAT', 'E', 'GRO', 'NAW', 'ESN', 'U', 'OIL', 'D', 'MTL', 'ELN', 'AUP', 'UKI'}",8032,3,RPT,False,73,1674,"{'STZ.N', 'STZb.N'}",Constellation Brands Inc,40,0.0735215,0,0.0173656,0.809667,0.172967,96,0,1,2,2,2,0,1,2,2,2 15 | 2007-01-01 13:03:35+00:00,2007-01-01 13:03:35+00:00,2007-01-01 13:03:35+00:00,3892aac458a3f96f,"FEATURE-In kidnapping, finesse works best",3,1,RTRS,"{'BD', 'INS', 'LATAM', 'CA', 'US', 'MX', 'IL', 'LIF', 'RTRS', 'FEA', 'LEN', 'MEAST', 'CO', 'ASIA', 'HT'}","{'PGE', 'PCU', 'PCO', 'DNP', 'MD', 'E', 'G', 'PSC', 'ESN', 'U', 'RNP'}",4413,1,FEATURE,False,55,907,{'STA.N'},Travelers Companies Inc,8,0.447214,-1,0.600082,0.345853,0.0540643,62,1,2,2,2,2,1,2,4,4,4 16 | 2007-01-01 13:30:02+00:00,2007-01-01 13:30:02+00:00,2007-01-01 13:30:02+00:00,107f44070202b130,Rite Aid Can Help You Realize Your New Year's Weight Loss Resolution ,3,1,BSW,"{'BACT', 'US', 'NEWR', 'DRU', 'LEN'}","{'CNR', 'BSW'}",4881,1,,False,26,828,{'RAD.N'},Rite Aid Corp,1,1.0,1,0.0655309,0.142502,0.791967,789,0,0,0,1,1,0,0,0,1,1 17 | 2007-01-01 14:44:02+00:00,2007-01-01 14:44:02+00:00,2007-01-01 14:44:02+00:00,24312f29aa2a9364,Commtouch Reports: ''Happy New Year!'' Virus Ends 2006 with a Blast ,3,1,BSW,"{'BACT', 'BUS', 'US', 'DPR', 'TEL', 'NEWR', 'LEN', 'WWW'}","{'CNR', 'BSW'}",6181,1,,False,45,1051,{'CTCH.O'},Cyren Ltd,1,1.0,-1,0.410132,0.347302,0.242566,836,0,0,0,0,0,0,0,0,0,1 18 | 2007-01-01 15:03:13+00:00,2007-01-01 15:03:13+00:00,2007-01-01 15:03:13+00:00,77f06424729593c6,Seoul antitrust body forms team on Qualcomm-report,3,1,RTRS,"{'HDWR', 'US', 'REGS', 'TEL', 'APL', 'ELC', 'RTRS', 'LEN', 'EMRG', 'KR', 'ASIA'}","{'PCU', 'PCO', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'RNP'}",1418,4,,False,13,239,"{'MSFT.DE', 'MSFT.F', 'MSFT.OQ', 'MSFT.O'}",Microsoft Corp,11,0.13484,0,0.0141482,0.810077,0.175775,42,0,0,0,0,0,1,1,1,5,17 19 | 2007-01-01 15:03:13+00:00,2007-01-01 15:03:13+00:00,2007-01-01 15:03:13+00:00,77f06424729593c6,Seoul antitrust body forms team on Qualcomm-report,3,1,RTRS,"{'HDWR', 'US', 'REGS', 'TEL', 'APL', 'ELC', 'RTRS', 'LEN', 'EMRG', 'KR', 'ASIA'}","{'PCU', 'PCO', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'RNP'}",1418,4,,False,13,239,"{'QCOM.O', 'QCOM.DE', 'QCOM.OQ'}",Qualcomm Inc,1,1.0,-1,0.655596,0.21213,0.132274,228,0,0,0,0,0,0,0,15,16,16 20 | 2007-01-01 15:07:39+00:00,2007-01-01 15:07:39+00:00,2007-01-01 15:07:39+00:00,1ff5d379138f8551,Talks to save BenQ Mobile Germany fail,3,1,RTRS,"{'DE', 'JOB', 'WEU', 'TEL', 'ELC', 'TW', 'RTRS', 'LEN', 'EUROPE', 'ASIA', 'BKRT'}","{'PCO', 'EMK', 'DNP', 'Z', 'T', 'E', 'D', 'PTD', 'PSC', 'RNP'}",1770,2,,False,13,305,"{'SI.N', 'SIEGn.F', 'SIEGnq.L', 'SIEGn.DE'}",Siemens AG,6,0.433013,-1,0.421752,0.304836,0.273412,137,0,0,0,0,1,0,0,2,13,16 21 | 2007-01-01 15:15:23+00:00,2007-01-01 15:15:23+00:00,2007-01-01 15:15:23+00:00,35f615a5e8c89780,Internet Gold's Subsidiary Smile.Communications Completes Full Acquisition of 012... ,3,1,PRN,"{'BACT', 'PUB', 'REC', 'DPR', 'TEL', 'NEWR', 'IL', 'MRG', 'TBCS', 'WWW', 'LEN', 'LEI', 'EMRG', 'MEAST'}",{'PRN'},2231,1,,False,23,402,"{'IGLD.OQ', 'IGLD.TA', 'IGLD.O'}",Internet Gold Golden Lines Ltd,1,1.0,1,0.0980601,0.379009,0.52293,377,0,0,0,0,0,0,0,0,0,0 22 | 2007-01-01 15:57:32+00:00,2007-01-01 15:57:32+00:00,2007-01-01 15:57:32+00:00,eb2aace864f57367,TEXT-Internet Gold completes 012 Golden Lines purchase,3,1,RTRS,"{'US', 'TEL', 'IL', 'MRG', 'RTRS', 'LEN', 'EMRG', 'MEAST'}","{'PCU', 'PCO', 'DNP', 'MD', 'E', 'PSC', 'U', 'RNP'}",1090,1,TEXT,False,12,214,"{'IGLD.OQ', 'IGLD.TA', 'IGLD.O'}",Internet Gold Golden Lines Ltd,1,1.0,1,0.132739,0.389685,0.477576,159,1,1,1,1,1,1,1,1,1,1 23 | 2007-01-01 16:57:05+00:00,2007-01-01 16:57:05+00:00,2007-01-01 16:57:05+00:00,6f2c45b9a80ddce4,BNP Paribas top 2006 M&A adviser in France -survey,3,1,RTRS,"{'FR', 'WEU', 'MRG', 'BNK', 'RTRS', 'LEN', 'EUROPE'}","{'PCO', 'EMK', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'RNP'}",1583,5,,False,11,292,{'GS.N'},Goldman Sachs Group Inc,3,0.27735,1,0.26906,0.173751,0.557189,96,0,0,0,0,0,0,0,7,28,42 24 | 2007-01-01 16:57:05+00:00,2007-01-01 16:57:05+00:00,2007-01-01 16:57:05+00:00,6f2c45b9a80ddce4,BNP Paribas top 2006 M&A adviser in France -survey,3,1,RTRS,"{'FR', 'WEU', 'MRG', 'BNK', 'RTRS', 'LEN', 'EUROPE'}","{'PCO', 'EMK', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'RNP'}",1583,5,,False,11,292,"{'DWMT.O', 'MLN.P', 'SRIB.O', 'MTTT.O', 'MER.N', 'MTSM.O', 'MHR.A', 'PDNT.O', 'MNNY.O', 'MTNK.O', 'MSPX.O', 'EST.A', 'ELC.A', 'NML.A', 'MTTX.O', 'PGEB.O', 'DSP.A'}",Merrill Lynch & Co Inc,3,0.27735,1,0.130986,0.163308,0.705706,66,0,0,0,0,0,0,0,8,14,16 25 | 2007-01-01 16:57:05+00:00,2007-01-01 16:57:05+00:00,2007-01-01 16:57:05+00:00,6f2c45b9a80ddce4,BNP Paribas top 2006 M&A adviser in France -survey,3,1,RTRS,"{'FR', 'WEU', 'MRG', 'BNK', 'RTRS', 'LEN', 'EUROPE'}","{'PCO', 'EMK', 'DNP', 'PTD', 'T', 'E', 'D', 'PSC', 'U', 'RNP'}",1583,5,,False,11,292,"{'PLJC.O', 'C.N', 'C', 'TRV.F', 'TRV.DE'}",Citigroup Inc,7,0.138675,1,0.00774632,0.446933,0.545321,80,0,0,0,0,0,0,0,17,50,71 26 | 2007-01-01 18:03:35+00:00,2007-01-01 18:03:34+00:00,2007-01-01 18:03:34+00:00,5994181687d4afe5,"FEATURE-In kidnapping, finesse works best",3,1,RTRS,"{'BD', 'INS', 'LATAM', 'CA', 'US', 'MX', 'IL', 'LIF', 'RTRS', 'FEA', 'LEN', 'MEAST', 'CO', 'ASIA', 'HT'}","{'PGE', 'PCU', 'PCO', 'DNP', 'MD', 'E', 'G', 'PSC', 'ESN', 'U', 'RNP'}",4413,1,FEATURE,False,55,907,{'STA.N'},Travelers Companies Inc,8,0.447214,-1,0.600082,0.345853,0.0540643,62,2,3,3,3,3,2,3,5,5,5 27 | 2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,4ba95d0bb0f21a2f,"Stiller, Smith achieve box office milestones",3,1,RTRS,"{'PUB', 'JP', 'CA', 'ENT', 'US', 'FILM', 'LIF', 'RTRS', 'LEN', 'LEI'}","{'PGE', 'PCU', 'PCO', 'DNP', 'J', 'E', 'CAN', 'G', 'PSC', 'ESN', 'U', 'RNP'}",2742,5,,False,23,579,{'GE.N'},General Electric Co,20,0.204124,0,0.017913,0.806928,0.175159,98,0,1,1,1,1,0,1,4,11,12 28 | 2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,4ba95d0bb0f21a2f,"Stiller, Smith achieve box office milestones",3,1,RTRS,"{'PUB', 'JP', 'CA', 'ENT', 'US', 'FILM', 'LIF', 'RTRS', 'LEN', 'LEI'}","{'PGE', 'PCU', 'PCO', 'DNP', 'J', 'E', 'CAN', 'G', 'PSC', 'ESN', 'U', 'RNP'}",2742,5,,False,23,579,{'TWX.N'},Time Warner Inc,23,0.204124,0,0.0159463,0.925269,0.0587845,34,0,1,1,1,1,0,1,3,7,7 29 | 2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,4ba95d0bb0f21a2f,"Stiller, Smith achieve box office milestones",3,1,RTRS,"{'PUB', 'JP', 'CA', 'ENT', 'US', 'FILM', 'LIF', 'RTRS', 'LEN', 'LEI'}","{'PGE', 'PCU', 'PCO', 'DNP', 'J', 'E', 'CAN', 'G', 'PSC', 'ESN', 'U', 'RNP'}",2742,5,,False,23,579,"{'NWS.N', 'NWSa.N', 'NWS.AX'}",Twenty-First Century Fox Inc,6,0.204124,0,0.0142416,0.826866,0.158892,65,0,1,1,1,1,0,1,3,8,11 30 | 2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,4ba95d0bb0f21a2f,"Stiller, Smith achieve box office milestones",3,1,RTRS,"{'PUB', 'JP', 'CA', 'ENT', 'US', 'FILM', 'LIF', 'RTRS', 'LEN', 'LEI'}","{'PGE', 'PCU', 'PCO', 'DNP', 'J', 'E', 'CAN', 'G', 'PSC', 'ESN', 'U', 'RNP'}",2742,5,,False,23,579,"{'VIAb.N', 'VIA.N', 'VNV.N', 'RBV.N'}",Viacom Inc,18,0.204124,1,0.118061,0.385745,0.496195,78,0,1,1,1,1,0,1,5,7,15 31 | 2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,2007-01-01 19:01:13+00:00,4ba95d0bb0f21a2f,"Stiller, Smith achieve box office milestones",3,1,RTRS,"{'PUB', 'JP', 'CA', 'ENT', 'US', 'FILM', 'LIF', 'RTRS', 'LEN', 'LEI'}","{'PGE', 'PCU', 'PCO', 'DNP', 'J', 'E', 'CAN', 'G', 'PSC', 'ESN', 'U', 'RNP'}",2742,5,,False,23,579,"{'6758.T', 'SNE.N'}",Sony Corp,9,0.204124,1,0.146765,0.392352,0.460883,78,0,1,1,1,1,0,1,2,6,13 32 | 2007-01-01 20:06:17+00:00,2007-01-01 20:06:16+00:00,2007-01-01 20:06:16+00:00,e72dc8573c4817b7,PRESS DIGEST-Australian Business News - Jan 2,3,1,RTRS,"{'AU', 'RTRS', 'PRESS', 'LEN', 'ASIA'}","{'PGE', 'PMF', 'AUF', 'DNP', 'G', 'PSC', 'RNP', 'AUP'}",9629,6,PRESS DIGEST,False,78,1682,"{'NWS.N', 'NWSa.N', 'NWS.AX'}",Twenty-First Century Fox Inc,1,1.0,1,0.098516,0.155354,0.74613,93,0,0,0,0,0,1,2,4,9,12 33 | 2007-01-01 20:06:40+00:00,2007-01-01 20:06:40+00:00,2007-01-01 20:06:16+00:00,a796f9177e5e0f66,PRESS DIGEST-Australian Business News - Jan 2,3,2,RTRS,"{'AU', 'RTRS', 'PRESS', 'LEN', 'ASIA'}","{'PGE', 'PMF', 'AUF', 'DNP', 'G', 'PSC', 'RNP', 'AUP'}",9674,9,PRESS DIGEST,False,79,1691,"{'NWS.N', 'NWSa.N', 'NWS.AX'}",Twenty-First Century Fox Inc,1,1.0,1,0.098516,0.155354,0.74613,93,1,1,1,1,1,2,3,5,10,13 34 | 2007-01-01 20:06:40+00:00,2007-01-01 20:06:40+00:00,2007-01-01 20:06:16+00:00,a796f9177e5e0f66,PRESS DIGEST-Australian Business News - Jan 2,3,2,RTRS,"{'AU', 'RTRS', 'PRESS', 'LEN', 'ASIA'}","{'PGE', 'PMF', 'AUF', 'DNP', 'G', 'PSC', 'RNP', 'AUP'}",9674,9,PRESS DIGEST,False,79,1691,"{'BHP.N', 'BHP.F', 'BHP.AX'}",BHP Billiton Ltd,56,0.178174,0,0.130677,0.465433,0.403891,80,0,0,0,0,0,0,0,0,8,13 35 | 2007-01-01 23:35:40+00:00,2007-01-01 23:35:40+00:00,2007-01-01 23:35:40+00:00,40cdf9a649b79ed0,"UPDATE 1-AirAsia no comment on easyJet, Virgin tie-up report",3,1,RTRS,"{'WEU', 'MRG', 'GB', 'AU', 'RTRS', 'MY', 'LEN', 'EMRG', 'EUROPE', 'ASIA', 'AIR'}","{'AUF', 'EMK', 'DNP', 'PCO', 'E', 'PSC', 'SI', 'ESN', 'RNP', 'AUP', 'UKI'}",2059,4,UPDATE 1,False,17,397,"{'RYAAY.OQ', 'RYAAY.O', 'RYA.F', 'RYA.I', 'RYA.L'}",Ryanair Holdings PLC,12,0.141421,-1,0.675553,0.263018,0.0614286,54,0,0,0,0,0,0,1,1,13,16 36 | 2007-01-01 23:50:59+00:00,2007-01-01 23:50:59+00:00,2007-01-01 23:50:59+00:00,e23f141064f811e0,Mexico's Femsa raises local beer prices,3,1,RTRS,"{'LATAM', 'MX', 'BEV', 'RTRS', 'LEN', 'EMRG'}","{'PCO', 'E', 'PSC', 'ESN', 'RNP'}",734,2,,False,7,144,"{'FMSAUBD.MX', 'FMX.N'}",Fomento Economico Mexicano SAB de CV,1,1.0,0,0.0912916,0.61248,0.296229,144,0,0,0,0,0,0,0,0,0,0 37 | 2007-01-02 00:23:44+00:00,2007-01-02 00:23:44+00:00,2007-01-02 00:23:44+00:00,aef9be9d4be96a1b,Sanofi head criticises generic drug makers - FT,3,1,RTRS,"{'FR', 'ID', 'WEU', 'IN', 'DRU', 'RTRS', 'LEN', 'EMRG', 'TH', 'EUROPE'}","{'PCO', 'EMK', 'DNP', 'E', 'PSC', 'ESN', 'U', 'RNP'}",1121,1,,False,9,213,"{'SNY.N', 'SASY.F', 'SASY.PA'}",Sanofi SA,1,1.0,-1,0.501143,0.277839,0.221017,179,0,0,0,0,0,0,0,0,2,6 38 | 2007-01-02 00:24:59+00:00,2007-01-02 00:24:59+00:00,2007-01-02 00:24:59+00:00,67adaddb4f312fbb,Taiwan stocks - Factors to watch,3,1,RTRS,"{'STX', 'TW', 'RTRS', 'LEN', 'EMRG', 'ASIA'}","{'PMF', 'DNP', 'Z', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4858,3,,True,96,973,"{'AUO.N', '2409.TW'}",AU Optronics Corp,22,0.214423,0,0.199058,0.581326,0.219616,198,0,0,0,0,0,0,0,0,0,0 39 | 2007-01-02 00:24:59+00:00,2007-01-02 00:24:59+00:00,2007-01-02 00:24:59+00:00,67adaddb4f312fbb,Taiwan stocks - Factors to watch,3,1,RTRS,"{'STX', 'TW', 'RTRS', 'LEN', 'EMRG', 'ASIA'}","{'PMF', 'DNP', 'Z', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4858,3,,True,96,973,"{'TSM.N', '2330.TW'}",Taiwan Semiconductor Manufacturing Co Ltd,23,0.214423,0,0.170486,0.611566,0.217947,153,0,0,0,0,0,0,0,0,5,12 40 | 2007-01-02 00:26:30+00:00,2007-01-02 00:26:30+00:00,2007-01-02 00:26:30+00:00,c91f788545361103,PRESS DIGEST - British business - Jan 2,3,1,RTRS,"{'GB', 'RTRS', 'PRESS', 'LEN'}","{'M', 'U', 'PGE', 'PMF', 'EMK', 'DNP', 'SOF', 'C', 'T', 'E', 'D', 'MTL', 'G', 'PSC', 'GRO', 'O', 'OIL', 'RNP', 'UKI'}",4733,5,PRESS DIGEST,False,26,795,"{'RBS', 'RBS.L', 'RBS.DE'}",Royal Bank of Scotland Group PLC,13,0.353553,1,0.0669956,0.143219,0.789785,98,0,0,0,0,0,0,0,2,8,9 41 | 2007-01-02 00:37:42+00:00,2007-01-02 00:37:42+00:00,2007-01-02 00:37:42+00:00,6926b6149bb83c6b,"PRESS DIGEST-Financial Times, Wall St Journal Asia editions",3,1,RTRS,"{'JP', 'STL', 'CRU', 'TEL', 'HK', 'IN', 'CN', 'RTRS', 'ENR', 'PRESS', 'LEN', 'ASIA', 'AUT'}","{'SNI', 'M', 'AUF', 'DNP', 'IF', 'J', 'T', 'E', 'D', 'Z', 'SNS', 'G', 'ND', 'PSC', 'SI', 'PHD', 'RNP', 'AUP'}",1892,2,PRESS DIGEST,False,13,339,"{'2332.HK', 'HTX.N', '2332.DE'}",Hutchison Telecommunications International Ltd,5,0.218218,1,0.220342,0.281998,0.49766,102,0,0,0,0,1,0,0,1,22,26 42 | 2007-01-02 00:41:43+00:00,2007-01-02 00:41:43+00:00,2007-01-02 00:41:43+00:00,0e1d1922d75eca97,PRESS DIGEST-Indonesian Business News - Jan 2,3,1,RTRS,"{'ID', 'TEL', 'RTRS', 'ENR', 'LEN', 'EMRG', 'FUND', 'ASIA'}","{'M', 'PGE', 'DNP', 'IF', 'PTD', 'T', 'E', 'D', 'G', 'PSC', 'RNP'}",1363,1,PRESS DIGEST,False,14,264,"{'ISAT.JK', 'IIT.N'}",Indosat Tbk PT,11,0.5,1,0.108251,0.382327,0.509422,97,0,0,0,0,0,0,0,0,0,1 43 | 2007-01-02 01:06:07+00:00,2007-01-02 01:06:07+00:00,2007-01-02 01:01:25+00:00,986e5aa4f946c8f2,"Taiwan stocks open up, techs gain on China opening",3,1,RTRS,"{'STX', 'TW', 'RTRS', 'LEN', 'EMRG', 'HOT', 'ASIA'}","{'M', 'Z', 'E', 'D', 'MF', 'PSC'}",2639,1,,True,74,555,"{'TSM.N', '2330.TW'}",Taiwan Semiconductor Manufacturing Co Ltd,4,0.123091,0,0.0139782,0.799158,0.186864,43,0,0,0,0,1,2,2,2,7,14 44 | 2007-01-02 01:35:31+00:00,2007-01-02 01:35:31+00:00,2007-01-02 01:35:31+00:00,bba75171c13cbf8f,Korea Hot Stocks-KEPCO up on S. Korea tariff hike,3,1,RTRS,"{'RET', 'ELG', 'DIV', 'RTRS', 'ENR', 'LEN', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'E', 'MF', 'PSC', 'O', 'OIL'}",875,1,,True,6,180,"{'015760.KS', 'KEP.N'}",Korea Electric Power Corp,1,1.0,1,0.027517,0.222383,0.7501,180,0,0,0,0,0,0,0,0,4,4 45 | 2007-01-02 01:36:36+00:00,2007-01-02 01:36:36+00:00,2007-01-02 01:35:31+00:00,e329fbd8b22f6d8d,Korea Hot Stocks-KEPCO up on S. Korea tariff hike,3,2,RTRS,"{'XREF', 'RET', 'ELG', 'DIV', 'RTRS', 'ENR', 'LEN', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'E', 'MF', 'PSC', 'O', 'OIL'}",2414,1,,True,74,557,"{'015760.KS', 'KEP.N'}",Korea Electric Power Corp,1,1.0,1,0.0422667,0.155255,0.802478,177,1,1,1,1,1,1,1,1,5,5 46 | 2007-01-02 01:42:26+00:00,2007-01-02 01:42:26+00:00,2007-01-02 01:42:26+00:00,a5245326d6a68716,PRESS DIGEST - British business - Jan 1,3,1,RTRS,"{'GB', 'RTRS', 'PRESS', 'LEN'}","{'M', 'U', 'PGE', 'PMF', 'EMK', 'DNP', 'SOF', 'C', 'T', 'E', 'D', 'MTL', 'G', 'PSC', 'GRO', 'O', 'OIL', 'RNP', 'UKI'}",4733,5,PRESS DIGEST,False,26,795,"{'RBS', 'RBS.L', 'RBS.DE'}",Royal Bank of Scotland Group PLC,13,0.353553,1,0.0669956,0.143219,0.789785,98,1,1,1,1,1,1,1,3,9,10 47 | 2007-01-02 02:57:39+00:00,2007-01-02 02:57:39+00:00,2007-01-02 02:57:39+00:00,6aca298afe64aa9d,PRESS DIGEST - Financial Times - Jan 2,3,1,RTRS,"{'GB', 'RTRS', 'PRESS', 'LEN'}","{'M', 'U', 'PGE', 'PMF', 'EMK', 'DNP', 'SOF', 'C', 'T', 'E', 'D', 'MTL', 'G', 'PSC', 'GRO', 'O', 'OIL', 'RNP', 'UKI'}",6134,5,PRESS DIGEST,False,30,1011,"{'RBS', 'RBS.L', 'RBS.DE'}",Royal Bank of Scotland Group PLC,23,0.288675,0,0.0164505,0.92356,0.0599895,83,0,0,0,0,0,2,2,4,10,11 48 | 2007-01-02 02:57:39+00:00,2007-01-02 02:57:39+00:00,2007-01-02 02:57:39+00:00,6aca298afe64aa9d,PRESS DIGEST - Financial Times - Jan 2,3,1,RTRS,"{'GB', 'RTRS', 'PRESS', 'LEN'}","{'M', 'U', 'PGE', 'PMF', 'EMK', 'DNP', 'SOF', 'C', 'T', 'E', 'D', 'MTL', 'G', 'PSC', 'GRO', 'O', 'OIL', 'RNP', 'UKI'}",6134,5,PRESS DIGEST,False,30,1011,"{'NDAQ.O', 'NDAQ.OQ'}",Nasdaq Inc,27,0.096225,1,0.118614,0.385914,0.495472,69,0,0,0,0,0,0,0,2,22,26 49 | 2007-01-02 03:10:08+00:00,2007-01-02 03:10:08+00:00,2007-01-02 03:10:08+00:00,eb1cf8baf41533ad,Seoul stocks flat; Hyundai Motor up on outlook,3,1,RTRS,"{'CHE', 'MAC', 'DRV', 'WEU', 'ELG', 'STX', 'SHP', 'ELC', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'EUROPE', 'ASIA', 'AUT'}","{'PMF', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",2982,3,,False,22,525,"{'015760.KS', 'KEP.N'}",Korea Electric Power Corp,4,0.149071,-1,0.651861,0.122692,0.225447,97,0,0,0,0,0,3,3,3,7,7 50 | 2007-01-02 03:16:37+00:00,2007-01-02 03:16:37+00:00,2007-01-02 03:10:08+00:00,3ae81b8fbf6e4d3d,Seoul stocks flat; Hyundai Motor up on outlook,3,2,RTRS,"{'CHE', 'MAC', 'DRV', 'WEU', 'ELG', 'STX', 'SHP', 'ELC', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'EUROPE', 'XREF', 'ASIA', 'AUT'}","{'PMF', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4522,7,,False,89,904,"{'060000.KS', 'KB.N'}",Kookmin Bank,19,0.100504,-1,0.695011,0.112329,0.192661,65,0,0,0,0,2,1,1,1,3,8 51 | 2007-01-02 03:16:37+00:00,2007-01-02 03:16:37+00:00,2007-01-02 03:10:08+00:00,3ae81b8fbf6e4d3d,Seoul stocks flat; Hyundai Motor up on outlook,3,2,RTRS,"{'CHE', 'MAC', 'DRV', 'WEU', 'ELG', 'STX', 'SHP', 'ELC', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'EUROPE', 'XREF', 'ASIA', 'AUT'}","{'PMF', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4522,7,,False,89,904,"{'WF.N', '053000.KS'}",Woori Finance Holdings Co Ltd,20,0.100504,-1,0.504161,0.153085,0.342754,68,0,0,0,0,0,1,1,1,1,3 52 | 2007-01-02 03:16:37+00:00,2007-01-02 03:16:37+00:00,2007-01-02 03:10:08+00:00,3ae81b8fbf6e4d3d,Seoul stocks flat; Hyundai Motor up on outlook,3,2,RTRS,"{'CHE', 'MAC', 'DRV', 'WEU', 'ELG', 'STX', 'SHP', 'ELC', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'EUROPE', 'XREF', 'ASIA', 'AUT'}","{'PMF', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4522,7,,False,89,904,"{'015760.KS', 'KEP.N'}",Korea Electric Power Corp,4,0.100504,-1,0.651861,0.122692,0.225447,97,1,1,1,1,1,4,4,4,8,8 53 | 2007-01-02 03:23:16+00:00,2007-01-02 03:23:16+00:00,2007-01-02 03:23:16+00:00,428e7beecace9171,UPDATE 1-AirAsia to announce new service on Friday,3,1,RTRS,"{'ID', 'NEWS', 'MRG', 'GB', 'AU', 'RTRS', 'MY', 'LEN', 'EMRG', 'TH', 'ASIA'}","{'PCO', 'EMK', 'DNP', 'E', 'PSC', 'SI', 'RNP', 'UKI'}",2497,4,UPDATE 1,False,23,466,"{'RYAAY.OQ', 'RYAAY.O', 'RYA.F', 'RYA.I', 'RYA.L'}",Ryanair Holdings PLC,0,0.267261,0,0.23744,0.385467,0.377092,466,0,0,0,0,0,1,2,2,14,17 54 | 2007-01-02 03:32:11+00:00,2007-01-02 03:32:11+00:00,2007-01-02 03:32:11+00:00,54c830abcb78aae9,TSMC plans five new 12-inch wafer plants -paper,3,1,RTRS,"{'JP', 'ELI', 'HDWR', 'TEL', 'US', 'CN', 'ELC', 'TW', 'RTRS', 'SG', 'LEN', 'EMRG', 'KR', 'ASIA'}","{'PCU', 'PCO', 'DNP', 'Z', 'E', 'PSC', 'U', 'RNP'}",1758,1,,False,15,331,"{'TSM.N', '2330.TW'}",Taiwan Semiconductor Manufacturing Co Ltd,1,1.0,-1,0.428682,0.321737,0.249581,312,0,0,0,0,0,3,3,3,6,15 55 | 2007-01-02 03:42:35+00:00,2007-01-02 03:42:35+00:00,2007-01-02 03:42:35+00:00,5e480c85339688aa,"Korea Hot Stocks-LG Elec, LG.Philips, Banks, KEPCO",3,1,RTRS,"{'RET', 'ELG', 'FIN', 'DIV', 'BNK', 'ENR', 'LEN', 'RTRS', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'MF', 'E', 'PSC'}",3162,4,,True,26,589,"{'WF.N', '053000.KS'}",Woori Finance Holdings Co Ltd,22,0.078811,1,0.0515641,0.134739,0.813697,101,1,1,1,1,1,2,2,2,2,4 56 | 2007-01-02 03:42:35+00:00,2007-01-02 03:42:35+00:00,2007-01-02 03:42:35+00:00,5e480c85339688aa,"Korea Hot Stocks-LG Elec, LG.Philips, Banks, KEPCO",3,1,RTRS,"{'RET', 'ELG', 'FIN', 'DIV', 'BNK', 'ENR', 'LEN', 'RTRS', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'MF', 'E', 'PSC'}",3162,4,,True,26,589,"{'015760.KS', 'KEP.N'}",Korea Electric Power Corp,1,1.0,1,0.0496276,0.1335,0.816872,219,3,3,3,3,3,5,5,5,9,9 57 | 2007-01-02 03:42:35+00:00,2007-01-02 03:42:35+00:00,2007-01-02 03:42:35+00:00,5e480c85339688aa,"Korea Hot Stocks-LG Elec, LG.Philips, Banks, KEPCO",3,1,RTRS,"{'RET', 'ELG', 'FIN', 'DIV', 'BNK', 'ENR', 'LEN', 'RTRS', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'MF', 'E', 'PSC'}",3162,4,,True,26,589,"{'060000.KS', 'KB.N'}",Kookmin Bank,21,0.078811,-1,0.694098,0.112557,0.193345,63,1,1,1,1,2,2,2,2,4,9 58 | 2007-01-02 04:25:56+00:00,2007-01-02 04:25:56+00:00,2007-01-02 04:25:56+00:00,f996c05a5d037a4a,"INDIA'S HERO HONDA DEC VEHICLE SALES 252,462 UNITS VS 245,104 YEAR AGO ",1,1,RTRS,"{'JP', 'MAC', 'IN', 'RTRS', 'LEN', 'EMRG', 'ASIA', 'RESF', 'AUT'}","{'SNI', 'J', 'E'}",0,2,,False,1,13,"{'HMC.N', '7267.T'}",Honda Motor Co Ltd,1,1.0,1,0.0714529,0.389724,0.538823,13,0,0,0,0,0,0,0,0,7,24 59 | 2007-01-02 04:30:02+00:00,2007-01-02 04:30:02+00:00,2007-01-02 04:25:56+00:00,44a26f803b4192f7,India's Hero Honda Dec vehicle sales up 3 pct yr/yr,3,1,RTRS,"{'JP', 'MAC', 'IN', 'RTRS', 'LEN', 'EMRG', 'ASIA', 'RESF', 'AUT'}","{'SNI', 'PCO', 'DNP', 'J', 'E', 'SNS', 'PSC', 'RNP'}",420,2,,False,4,92,"{'HMC.N', '7267.T'}",Honda Motor Co Ltd,1,1.0,-1,0.544389,0.168729,0.286882,92,1,1,1,1,1,1,1,1,8,25 60 | 2007-01-02 04:35:40+00:00,2007-01-02 04:35:40+00:00,2007-01-02 03:42:35+00:00,6a19af0534fa9d1d,"Korea Hot Stocks-LG Elec, LG.Philips, Banks, KEPCO",3,2,RTRS,"{'XREF', 'RET', 'ELG', 'FIN', 'DIV', 'BNK', 'ENR', 'LEN', 'RTRS', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'MF', 'E', 'PSC'}",4702,6,,True,96,968,"{'WF.N', '053000.KS'}",Woori Finance Holdings Co Ltd,22,0.0590281,-1,0.659368,0.120952,0.219679,43,2,2,2,2,2,3,3,3,3,5 61 | 2007-01-02 04:35:40+00:00,2007-01-02 04:35:40+00:00,2007-01-02 03:42:35+00:00,6a19af0534fa9d1d,"Korea Hot Stocks-LG Elec, LG.Philips, Banks, KEPCO",3,2,RTRS,"{'XREF', 'RET', 'ELG', 'FIN', 'DIV', 'BNK', 'ENR', 'LEN', 'RTRS', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'MF', 'E', 'PSC'}",4702,6,,True,96,968,"{'015760.KS', 'KEP.N'}",Korea Electric Power Corp,1,1.0,1,0.00993105,0.394673,0.595396,183,4,4,4,4,4,6,6,6,10,10 62 | 2007-01-02 04:35:40+00:00,2007-01-02 04:35:40+00:00,2007-01-02 03:42:35+00:00,6a19af0534fa9d1d,"Korea Hot Stocks-LG Elec, LG.Philips, Banks, KEPCO",3,2,RTRS,"{'XREF', 'RET', 'ELG', 'FIN', 'DIV', 'BNK', 'ENR', 'LEN', 'RTRS', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'MF', 'E', 'PSC'}",4702,6,,True,96,968,"{'060000.KS', 'KB.N'}",Kookmin Bank,21,0.0590281,-1,0.694098,0.112557,0.193345,63,2,2,2,2,3,3,3,3,5,10 63 | 2007-01-02 04:35:40+00:00,2007-01-02 04:35:40+00:00,2007-01-02 03:42:35+00:00,6a19af0534fa9d1d,"Korea Hot Stocks-LG Elec, LG.Philips, Banks, KEPCO",3,2,RTRS,"{'XREF', 'RET', 'ELG', 'FIN', 'DIV', 'BNK', 'ENR', 'LEN', 'RTRS', 'EMRG', 'KR', 'HOT', 'ASIA', 'AUT'}","{'MF', 'E', 'PSC'}",4702,6,,True,96,968,"{'LPL.N', '034220.KS'}",LG Display Co Ltd,1,1.0,-1,0.618773,0.130046,0.251181,313,0,0,0,0,0,0,0,0,0,5 64 | 2007-01-02 04:40:28+00:00,2007-01-02 04:40:28+00:00,2006-12-29 04:09:50+00:00,89c34671612f601d,PRESS DIGEST - Washington Post Business - Dec 29,3,2,RTRS,"{'ENT', 'HDWR', 'DPR', 'US', 'STX', 'SFWR', 'REA', 'RTRS', 'PRESS', 'LEN', 'BY', 'WASH'}","{'PCU', 'PMF', 'PCO', 'DNP', 'E', 'PSC', 'ESN', 'U', 'RNP'}",2542,1,PRESS DIGEST,False,20,460,"{'AAPL.DE', 'AAPL.OQ', 'AAPL.F', 'AAPL.O'}",Apple Inc,4,0.182574,-1,0.813967,0.12827,0.0577636,82,0,0,0,3,3,0,0,0,112,153 65 | 2007-01-02 04:47:44+00:00,2007-01-02 04:47:44+00:00,2007-01-02 04:47:44+00:00,ad443908781512ae,UPDATE 1-TSMC plans five new advanced wafer plants -paper,3,1,RTRS,"{'JP', 'ELI', 'HDWR', 'TEL', 'US', 'CN', 'ELC', 'TW', 'RTRS', 'SG', 'LEN', 'EMRG', 'KR', 'ASIA'}","{'PCU', 'PCO', 'DNP', 'Z', 'E', 'PSC', 'U', 'RNP'}",2427,1,UPDATE 1,False,21,463,"{'TSM.N', '2330.TW'}",Taiwan Semiconductor Manufacturing Co Ltd,1,1.0,0,0.327323,0.365027,0.30765,463,1,1,1,1,1,4,4,4,7,16 66 | 2007-01-02 04:51:58+00:00,2007-01-02 04:51:58+00:00,2007-01-02 04:46:38+00:00,1b9460a869124bc8,S.Korea Dec housing price growth slows vs Nov,3,1,RTRS,"{'ECI', 'CEN', 'REA', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'MCE', 'ASIA', 'STIR'}","{'M', 'T', 'E', 'D', 'PSC'}",615,1,,False,4,122,"{'060000.KS', 'KB.N'}",Kookmin Bank,3,0.707107,1,0.0241218,0.18568,0.790198,70,0,0,0,0,0,5,5,5,7,12 67 | 2007-01-02 05:01:02+00:00,2007-01-02 05:01:02+00:00,2007-01-02 05:01:02+00:00,8d2ebc5958ea4f1f,Adobe Appoints Former Borland Exec to Senior VP of Worldwide Field Operations ,3,1,BSW,"{'BACT', 'BUS', 'US', 'NEWR', 'MNGISS', 'LEN'}","{'CNR', 'BSW'}",2405,1,,False,18,382,"{'ADBE.OQ', 'ADBE.O', 'ADBE.DE'}",Adobe Systems Inc,1,1.0,1,0.0881121,0.37209,0.539798,365,0,0,0,0,0,0,0,0,0,0 68 | 2007-01-02 05:26:55+00:00,2007-01-02 05:26:55+00:00,2007-01-02 05:26:55+00:00,9f4c33b6f72c405d,TABLE-HK short selling turnover HK$1.18 bln by lunch,3,1,RTRS,"{'MUL', 'TEL', 'STX', 'HK', 'FIN', 'SHP', 'CN', 'GB', 'BNK', 'RTRS', 'LEN', 'ASIA'}","{'PSC', 'Z', 'E', 'EMK'}",933,4,TABLE,False,4,147,"{'0941.DE', '0941.HK', '0941.F', 'CHL.N', 'CHLy.DE'}",China Mobile Ltd,4,0.5,0,0.0224916,0.810433,0.167076,82,0,0,0,0,1,0,0,0,1,6 69 | 2007-01-02 05:26:55+00:00,2007-01-02 05:26:55+00:00,2007-01-02 05:26:55+00:00,9f4c33b6f72c405d,TABLE-HK short selling turnover HK$1.18 bln by lunch,3,1,RTRS,"{'MUL', 'TEL', 'STX', 'HK', 'FIN', 'SHP', 'CN', 'GB', 'BNK', 'RTRS', 'LEN', 'ASIA'}","{'PSC', 'Z', 'E', 'EMK'}",933,4,TABLE,False,4,147,"{'3777.HK', '1285.HK', '3838.HK', '0005.HK', 'HBC.PA', '1301.HK', 'HSBA.L', 'HBC', 'HBC.N'}",HSBC Holdings PLC,4,0.5,0,0.0224916,0.810433,0.167076,82,0,0,0,2,2,0,0,0,4,8 70 | 2007-01-02 05:27:27+00:00,2007-01-02 05:27:27+00:00,2007-01-02 05:26:55+00:00,7ff8063faa09419a,TABLE-HK short selling turnover HK$1.18 bln by lunch,3,2,RTRS,"{'MUL', 'TEL', 'STX', 'HK', 'FIN', 'SHP', 'CN', 'GB', 'BNK', 'RTRS', 'LEN', 'ASIA'}","{'PSC', 'Z', 'E', 'EMK'}",986,4,TABLE,False,5,157,"{'0941.DE', '0941.HK', '0941.F', 'CHL.N', 'CHLy.DE'}",China Mobile Ltd,4,0.316228,0,0.0200818,0.815367,0.164551,92,1,1,1,1,2,1,1,1,2,7 71 | 2007-01-02 05:27:27+00:00,2007-01-02 05:27:27+00:00,2007-01-02 05:26:55+00:00,7ff8063faa09419a,TABLE-HK short selling turnover HK$1.18 bln by lunch,3,2,RTRS,"{'MUL', 'TEL', 'STX', 'HK', 'FIN', 'SHP', 'CN', 'GB', 'BNK', 'RTRS', 'LEN', 'ASIA'}","{'PSC', 'Z', 'E', 'EMK'}",986,4,TABLE,False,5,157,"{'3777.HK', '1285.HK', '3838.HK', '0005.HK', 'HBC.PA', '1301.HK', 'HSBA.L', 'HBC', 'HBC.N'}",HSBC Holdings PLC,4,0.316228,0,0.0200818,0.815367,0.164551,92,1,1,1,3,3,1,1,1,5,9 72 | 2007-01-02 05:28:32+00:00,2007-01-02 05:28:32+00:00,2007-01-02 05:28:32+00:00,060ef23c7aba0051,"AU, Chi Mei to delay LCD output at new plants -paper",3,1,RTRS,"{'JP', 'HDWR', 'US', 'CN', 'ELC', 'TW', 'RTRS', 'LEN', 'EMRG', 'KR', 'ASIA'}","{'PCU', 'PCO', 'DNP', 'Z', 'E', 'PSC', 'U', 'RNP'}",1842,3,,False,15,354,"{'AUO.N', '2409.TW'}",AU Optronics Corp,4,0.333333,-1,0.800197,0.136757,0.0630464,99,0,0,0,0,0,2,2,2,2,2 73 | 2007-01-02 05:30:03+00:00,2007-01-02 05:30:03+00:00,2007-01-02 05:30:03+00:00,8513bae37617453c,Willis Re Issues Annual Reinsurance Renewals Review ,3,1,BSW,"{'BACT', 'INS', 'US', 'WEU', 'NEWR', 'FIN', 'GB', 'LEN', 'EUROPE', 'EU'}","{'CNRA', 'CNRE', 'CNR', 'BSW'}",3480,1,,False,27,560,{'WSH.N'},Willis Towers Watson PLC,1,1.0,0,0.138648,0.608745,0.252607,205,0,0,0,0,0,0,0,0,0,1 74 | 2007-01-02 06:08:24+00:00,2007-01-02 06:08:24+00:00,2007-01-02 06:08:24+00:00,dfc32b0ef3e1bcf3,French stocks - Factors to watch on Jan 2,3,1,RTRS,"{'FR', 'WEU', 'RTRS', 'LEN', 'EUROPE'}","{'PMF', 'EMK', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",1627,3,,True,17,314,"{'SNY.N', 'SASY.F', 'SASY.PA'}",Sanofi SA,6,0.213201,-1,0.752069,0.221954,0.0259764,87,0,0,0,0,2,1,1,1,3,7 75 | 2007-01-02 06:11:30+00:00,2007-01-02 06:11:30+00:00,2007-01-02 06:11:30+00:00,ee40a3dc594576d0,UPDATE 1-S.Korea house prices in Dec up 11.6 pct on year,3,1,RTRS,"{'INT', 'LOA', 'CEN', 'PLCY', 'BLD', 'REA', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'MCE', 'ASIA', 'STIR'}","{'M', 'PTD', 'T', 'E', 'D', 'PSC', 'RNP'}",1914,1,UPDATE 1,False,15,345,"{'060000.KS', 'KB.N'}",Kookmin Bank,3,0.816497,1,0.375983,0.16877,0.455247,135,1,1,1,1,1,6,6,6,8,12 76 | 2007-01-02 06:14:30+00:00,2007-01-02 06:14:30+00:00,2007-01-02 06:14:30+00:00,ec4eb875cf3c3f54,Italian Stocks - Factors to watch on Jan 2,3,1,RTRS,"{'IT', 'WEU', 'STX', 'RTRS', 'LEN', 'EUROPE'}","{'PMF', 'EMK', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4638,3,,False,32,836,"{'SAN.MC', 'STD.BA', 'STD.N'}",Banco Santander SA,6,0.265165,-1,0.445811,0.170619,0.38357,197,0,0,0,2,2,0,0,0,6,8 77 | 2007-01-02 06:15:44+00:00,2007-01-02 06:15:44+00:00,2007-01-02 06:15:44+00:00,0db2296208225aa5,RPT-Italian Stocks - Factors to watch on Jan 2,3,1,RTRS,"{'IT', 'WEU', 'STX', 'RTRS', 'LEN', 'EUROPE'}","{'PMF', 'EMK', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4638,3,RPT,False,32,838,"{'SAN.MC', 'STD.BA', 'STD.N'}",Banco Santander SA,6,0.265165,-1,0.445811,0.170619,0.38357,197,1,1,1,3,3,1,1,1,7,9 78 | 2007-01-02 06:23:19+00:00,2007-01-02 06:23:19+00:00,2007-01-02 06:23:19+00:00,0a49a06a3ca4d183,"China's Chery 2006 exports up 178 pct to 50,000-report",3,1,RTRS,"{'DE', 'US', 'CN', 'TRD', 'RTRS', 'LEN', 'EMRG', 'ASIA', 'AUT'}","{'PCU', 'PCO', 'EMK', 'DNP', 'Z', 'E', 'PSC', 'U', 'RNP'}",1299,1,,False,9,242,"{'DCX.N', 'DCXGn.DE', 'DCXGn.F'}",Daimler AG,5,0.612372,1,0.109084,0.15829,0.732625,96,0,0,0,0,0,0,0,0,7,15 79 | 2007-01-02 06:29:20+00:00,2007-01-02 06:29:20+00:00,2007-01-02 06:29:20+00:00,747694fd7c2e9a04,Vallourec ups stake in Valtimet joint venture,3,1,RTRS,"{'JP', 'STL', 'FR', 'US', 'WEU', 'MRG', 'RTRS', 'LEN', 'EUROPE', 'MET', 'WHO'}","{'PCU', 'PCO', 'EMK', 'DNP', 'J', 'E', 'PSC', 'U', 'RNP'}",720,4,,False,6,126,{'TIE.N'},Titanium Metals Corp,2,0.707107,1,0.00899268,0.459895,0.531112,77,0,0,0,0,0,0,0,0,0,0 80 | 2007-01-02 06:35:38+00:00,2007-01-02 06:35:38+00:00,2007-01-02 06:35:38+00:00,eec75a218cf8dacf,Benelux stocks - Factors to watch on Jan 2,3,1,RTRS,"{'NL', 'WEU', 'STX', 'RTRS', 'LEN', 'BE', 'EUROPE', 'XREF'}","{'PMF', 'EMK', 'PTD', 'E', 'N', 'MF', 'PSC', 'BL'}",560,3,,False,4,116,"{'SID.N', 'CSNA3.SA'}",Companhia Siderurgica Nacional,0,0.5,1,0.159181,0.210971,0.629848,116,0,0,0,0,0,0,0,0,2,2 81 | 2007-01-02 06:35:38+00:00,2007-01-02 06:35:38+00:00,2007-01-02 06:35:38+00:00,eec75a218cf8dacf,Benelux stocks - Factors to watch on Jan 2,3,1,RTRS,"{'NL', 'WEU', 'STX', 'RTRS', 'LEN', 'BE', 'EUROPE', 'XREF'}","{'PMF', 'EMK', 'PTD', 'E', 'N', 'MF', 'PSC', 'BL'}",560,3,,False,4,116,"{'CGA.N', 'CS.L', 'CS.AS'}",Corus Group Ltd,2,1.0,1,0.105069,0.381966,0.512965,106,0,0,0,0,0,0,0,0,36,56 82 | 2007-01-02 06:36:09+00:00,2007-01-02 06:36:09+00:00,2007-01-02 06:35:38+00:00,d83168601c928b9d,Benelux stocks - Factors to watch on Jan 2,3,2,RTRS,"{'NL', 'WEU', 'STX', 'RTRS', 'LEN', 'BE', 'EUROPE', 'XREF'}","{'PMF', 'EMK', 'PTD', 'E', 'N', 'MF', 'PSC', 'BL'}",2108,3,,False,30,349,"{'SID.N', 'CSNA3.SA'}",Companhia Siderurgica Nacional,0,0.196116,1,0.17499,0.409497,0.415513,349,0,0,0,0,0,1,1,1,3,3 83 | 2007-01-02 06:36:09+00:00,2007-01-02 06:36:09+00:00,2007-01-02 06:35:38+00:00,d83168601c928b9d,Benelux stocks - Factors to watch on Jan 2,3,2,RTRS,"{'NL', 'WEU', 'STX', 'RTRS', 'LEN', 'BE', 'EUROPE', 'XREF'}","{'PMF', 'EMK', 'PTD', 'E', 'N', 'MF', 'PSC', 'BL'}",2108,3,,False,30,349,"{'CGA.N', 'CS.L', 'CS.AS'}",Corus Group Ltd,3,0.392232,1,0.104311,0.381367,0.514322,93,1,1,1,1,1,1,1,1,37,57 84 | 2007-01-02 06:38:31+00:00,2007-01-02 06:38:31+00:00,2007-01-02 06:38:31+00:00,1df375be24908873,"Seoul stocks start 2007 flat, LG Elec jumps",3,1,RTRS,"{'CHE', 'MAC', 'DRV', 'WEU', 'ELG', 'STX', 'SHP', 'ELC', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'ASIA', 'AUT'}","{'PMF', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",3309,3,,False,24,582,"{'LPL.N', '034220.KS'}",LG Display Co Ltd,1,1.0,1,0.111145,0.158827,0.730029,309,0,0,0,0,0,1,1,1,1,4 85 | 2007-01-02 06:42:26+00:00,2007-01-02 06:42:26+00:00,2007-01-02 06:42:26+00:00,a25513fa493c73ba,TABLE-Finnish shares closing in the U.S. - Dec 29,3,1,RTRS,"{'WEU', 'STX', 'RTRS', 'LEN', 'EUROPE', 'FI', 'NORD'}","{'FN', 'EMK'}",1155,4,TABLE,False,3,164,"{'UPM.N', 'UPM1V.HE'}",UPM-Kymmene Oyj,0,0.5,0,0.0165062,0.924083,0.0594107,164,0,0,0,0,0,1,1,1,7,10 86 | 2007-01-02 06:42:26+00:00,2007-01-02 06:42:26+00:00,2007-01-02 06:42:26+00:00,a25513fa493c73ba,TABLE-Finnish shares closing in the U.S. - Dec 29,3,1,RTRS,"{'WEU', 'STX', 'RTRS', 'LEN', 'EUROPE', 'FI', 'NORD'}","{'FN', 'EMK'}",1155,4,TABLE,False,3,164,"{'NOK1V.HE', 'NOKS.DE', 'NOK.N', 'NOKy.DE', 'NOKS.F'}",Nokia Oyj,0,0.5,0,0.0165062,0.924083,0.0594107,164,0,0,0,0,0,0,0,0,7,11 87 | 2007-01-02 06:42:26+00:00,2007-01-02 06:42:26+00:00,2007-01-02 06:42:26+00:00,a25513fa493c73ba,TABLE-Finnish shares closing in the U.S. - Dec 29,3,1,RTRS,"{'WEU', 'STX', 'RTRS', 'LEN', 'EUROPE', 'FI', 'NORD'}","{'FN', 'EMK'}",1155,4,TABLE,False,3,164,"{'MEO1V.HE', 'MX.N'}",Metso Oyj,0,0.5,0,0.0165062,0.924083,0.0594107,164,0,0,0,0,0,0,0,0,4,6 88 | 2007-01-02 06:42:42+00:00,2007-01-02 06:42:42+00:00,2007-01-02 06:38:31+00:00,d7343e908825e939,"Seoul stocks start 2007 flat, LG Elec jumps",3,2,RTRS,"{'CHE', 'MAC', 'DRV', 'WEU', 'ELG', 'STX', 'SHP', 'ELC', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'ASIA', 'AUT'}","{'PMF', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4268,6,,False,31,732,"{'LPL.N', '034220.KS'}",LG Display Co Ltd,1,1.0,1,0.111145,0.158827,0.730029,309,1,1,1,1,1,2,2,2,2,5 89 | 2007-01-02 06:42:42+00:00,2007-01-02 06:42:42+00:00,2007-01-02 06:38:31+00:00,d7343e908825e939,"Seoul stocks start 2007 flat, LG Elec jumps",3,2,RTRS,"{'CHE', 'MAC', 'DRV', 'WEU', 'ELG', 'STX', 'SHP', 'ELC', 'RTRS', 'LEN', 'EMRG', 'CON', 'KR', 'ASIA', 'AUT'}","{'PMF', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4268,6,,False,31,732,"{'015760.KS', 'KEP.N'}",Korea Electric Power Corp,3,0.235702,1,0.0428062,0.128734,0.828459,182,2,2,2,2,2,7,7,7,11,11 90 | 2007-01-02 06:53:40+00:00,2007-01-02 06:53:40+00:00,2007-01-02 06:53:40+00:00,37f04e3aac9e1e92,European stocks -- Factors to watch on Jan 2,3,1,RTRS,"{'PT', 'DE', 'NL', 'FR', 'CH', 'NEWS', 'WEU', 'IT', 'STX', 'GB', 'RTRS', 'LEN', 'ES', 'EUROPE', 'NORD'}","{'M', 'PMF', 'EMK', 'SW', 'DA', 'DNP', 'FN', 'PTD', 'T', 'E', 'D', 'MF', 'PSC', 'NW', 'U', 'RNP', 'UKI'}",5644,5,,False,54,1040,"{'SAN.MC', 'STD.BA', 'STD.N'}",Banco Santander SA,43,0.282843,-1,0.735345,0.188878,0.0757769,70,0,0,0,0,0,2,2,2,8,10 91 | 2007-01-02 06:53:40+00:00,2007-01-02 06:53:40+00:00,2007-01-02 06:53:40+00:00,37f04e3aac9e1e92,European stocks -- Factors to watch on Jan 2,3,1,RTRS,"{'PT', 'DE', 'NL', 'FR', 'CH', 'NEWS', 'WEU', 'IT', 'STX', 'GB', 'RTRS', 'LEN', 'ES', 'EUROPE', 'NORD'}","{'M', 'PMF', 'EMK', 'SW', 'DA', 'DNP', 'FN', 'PTD', 'T', 'E', 'D', 'MF', 'PSC', 'NW', 'U', 'RNP', 'UKI'}",5644,5,,False,54,1040,"{'CGA.N', 'CS.L', 'CS.AS'}",Corus Group Ltd,0,0.141421,0,0.250446,0.386122,0.363431,1040,0,0,0,0,0,2,2,2,38,58 92 | 2007-01-02 06:54:27+00:00,2007-01-02 06:54:27+00:00,2007-01-02 06:53:40+00:00,65c2e001a05a55e2,European stocks -- Factors to watch on Jan 2,3,2,RTRS,"{'PT', 'DE', 'NL', 'FR', 'CH', 'NEWS', 'WEU', 'IT', 'STX', 'GB', 'RTRS', 'LEN', 'ES', 'EUROPE', 'XREF', 'NORD'}","{'M', 'PMF', 'EMK', 'SW', 'DA', 'DNP', 'FN', 'PTD', 'T', 'E', 'D', 'MF', 'PSC', 'NW', 'U', 'RNP', 'UKI'}",5690,8,,False,54,1051,"{'CGA.N', 'CS.L', 'CS.AS'}",Corus Group Ltd,0,0.141421,0,0.248261,0.38719,0.364549,1051,0,0,0,0,0,3,3,3,39,59 93 | 2007-01-02 06:54:27+00:00,2007-01-02 06:54:27+00:00,2007-01-02 06:53:40+00:00,65c2e001a05a55e2,European stocks -- Factors to watch on Jan 2,3,2,RTRS,"{'PT', 'DE', 'NL', 'FR', 'CH', 'NEWS', 'WEU', 'IT', 'STX', 'GB', 'RTRS', 'LEN', 'ES', 'EUROPE', 'XREF', 'NORD'}","{'M', 'PMF', 'EMK', 'SW', 'DA', 'DNP', 'FN', 'PTD', 'T', 'E', 'D', 'MF', 'PSC', 'NW', 'U', 'RNP', 'UKI'}",5690,8,,False,54,1051,"{'SAN.MC', 'STD.BA', 'STD.N'}",Banco Santander SA,43,0.282843,-1,0.735345,0.188878,0.0757769,70,1,1,1,1,1,3,3,3,9,11 94 | 2007-01-02 06:54:49+00:00,2007-01-02 06:54:49+00:00,2007-01-02 06:54:49+00:00,35294d472e20c089,Italian Stocks - Factors to watch on Jan 2,3,1,RTRS,"{'IT', 'WEU', 'STX', 'RTRS', 'LEN', 'EUROPE'}","{'PMF', 'EMK', 'DNP', 'PTD', 'E', 'MF', 'PSC', 'RNP'}",4960,4,,False,35,899,"{'SAN.MC', 'STD.BA', 'STD.N'}",Banco Santander SA,8,0.257248,-1,0.445811,0.170619,0.38357,197,2,2,2,2,2,4,4,4,10,12 95 | 2007-01-02 06:56:28+00:00,2007-01-02 06:56:28+00:00,2007-01-02 06:56:28+00:00,0db803df740b4629,Nokia New Year's Eve Celebrates the Start of 2007 in Global Style,3,1,PRN,"{'PUB', 'DE', 'LATAM', 'REC', 'TEL', 'NEWR', 'WEU', 'IN', 'CN', 'TBCS', 'BR', 'WWW', 'LEN', 'EMRG', 'LEI', 'EUROPE', 'ASIA'}",{'PRN'},7723,1,,False,53,1416,"{'NOK1V.HE', 'NOKS.DE', 'NOK.N', 'NOKy.DE', 'NOKS.F'}",Nokia Oyj,1,1.0,1,0.102787,0.315298,0.581915,1164,0,0,0,0,0,1,1,1,8,12 96 | 2007-01-02 07:00:26+00:00,2007-01-02 07:00:26+00:00,2007-01-02 07:00:26+00:00,107307bebec90453,REG-Allied Irish Banks Treasury Stock,3,1,RNS,"{'WEU', 'GB', 'IE', 'LEN', 'EUROPE', 'REG'}",{'RNS'},1268,1,,False,8,175,"{'AIB.N', 'ALBK.L', 'ALBK.I', 'ALBK.F'}",Allied Irish Banks PLC,1,1.0,0,0.126994,0.607355,0.265651,78,0,0,0,1,1,0,0,0,3,4 97 | 2007-01-02 07:00:27+00:00,2007-01-02 07:00:27+00:00,2007-01-02 07:00:27+00:00,05fd24c5e69920ce,REG-Allied Irish Banks Voting Rights and Capital,3,1,RNS,"{'WEU', 'GB', 'IE', 'LEN', 'EUROPE', 'REG'}",{'RNS'},1270,1,,False,7,181,"{'AIB.N', 'ALBK.L', 'ALBK.I', 'ALBK.F'}",Allied Irish Banks PLC,1,1.0,1,0.172195,0.342429,0.485376,126,0,0,0,0,0,1,1,1,4,5 98 | 2007-01-02 07:00:41+00:00,2007-01-02 07:00:41+00:00,2007-01-02 07:00:41+00:00,5f14130c145c8b75,REG-National Grid PLC Total Voting Rights,3,1,RNS,"{'WEU', 'ELG', 'GB', 'LEN', 'EUROPE', 'REG'}",{'RNS'},960,1,,False,5,134,"{'NGG.N', 'NG.L'}",National Grid PLC,1,1.0,1,0.098155,0.177104,0.724741,134,0,0,0,0,0,0,0,0,0,0 99 | 2007-01-02 07:00:42+00:00,2007-01-02 07:00:42+00:00,2007-01-02 07:00:42+00:00,f86220e8b05bb861,REG-National Grid PLC Sharesave Grant,3,1,RNS,"{'WEU', 'ELG', 'GB', 'LEN', 'EUROPE', 'REG'}",{'RNS'},1040,1,,False,5,130,"{'NGG.N', 'NG.L'}",National Grid PLC,1,1.0,0,0.0119447,0.782563,0.205492,130,0,0,0,0,0,1,1,1,1,1 100 | 2007-01-02 07:00:47+00:00,2007-01-02 07:00:47+00:00,2007-01-02 07:00:47+00:00,f44ed97d6d2144c2,REG-Banco Sntndr Central Disposal,3,1,RNS,"{'WEU', 'MRG', 'GB', 'LEN', 'EUROPE', 'REG'}",{'RNS'},978,1,,False,6,136,"{'SAN.MC', 'STD.BA', 'STD.N'}",Banco Santander SA,3,1.0,0,0.0599125,0.679888,0.2602,128,0,0,0,1,1,5,5,5,11,13 101 | 2007-01-02 07:00:58+00:00,2007-01-02 07:00:58+00:00,2007-01-02 07:00:58+00:00,6d9623bdfea62a90,REG-FranklinResourcesInc Doc re. 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