4 Months NDx100_topN_4_BM

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55 Months NDx100_topN_4_BM

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110 Months NDx100_topN_4_BM

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220 Months NDx100_topN_4_BM

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topNstocks topNbegPrices topNendPrices topN_4_positions topN_4_monthlyReturn topN_4_aggregateReturn SELL TimetopN_4_AggRet benchmark benchmarkAggRet
Date
2022-04-29 ['DLTR', 'CEG', 'PANW', 'EXC'] [162.45, 59.21, 561.28, 46.78] [162.45, 59.21, 561.28, 46.78] [153.89350569 422.22597534 44.54104903 534.41641727] 0.000000 256586.560160 SELL 1.041690e+06 12854.800 83.738299
2022-03-31 ['PANW', 'NVDA', 'EXC', 'CEG'] [622.51, 272.86, 47.63, 56.25] [561.28, 185.47, 46.78, 59.21] [ 40.15999743 91.62207726 524.87927777 444.44444444] -0.095964 256586.560160 0 1.041690e+06 14838.490 96.814700
2022-02-28 ['PANW', 'FTNT', 'DDOG', 'NVDA'] [594.25, 344.52, 161.11, 243.8085] [622.51, 341.74, 151.47, 272.86] [ 42.06983593 72.56472774 155.17348396 102.53949309] 0.024702 283823.518987 0 1.152266e+06 14237.810 92.855043
2022-01-31 ['NVDA', 'EXC', 'FTNT', 'QCOM'] [244.8183, 40.98183, 297.24, 175.0298] [243.8085, 42.56, 344.52, 171.2755] [102.11654929 610.02644343 84.10711883 142.83282047] 0.043000 276981.474632 0 1.124489e+06 14930.050 97.418260
2021-12-31 ['FTNT', 'NVDA', 'LCID', 'MRVL'] [359.4, 294.0599, 38.05, 87.34872] [297.24, 244.8183, 29.39, 71.33558] [ 69.56037841 85.01669218 657.03022339 286.20911674] -0.187832 265562.409311 0 1.078130e+06 16320.080 106.581279
2021-11-30 ['MRNA', 'NVDA', 'TSLA', 'AMD'] [352.43, 326.6643, 1144.76, 158.37] [253.98, 294.0599, 1056.78, 143.9] [ 70.93607241 76.53116671 21.83863867 157.85818021] -0.136845 326979.729498 0 1.327472e+06 16135.920 105.367304
2021-10-29 ['TSLA', 'TEAM', 'MRNA', 'NVDA'] [1114., 458.13, 345.21, 255.5951] [1144.76, 376.32, 352.43, 326.6643] [22.44165171 54.56966363 72.41968657 97.81095177] 0.037002 378819.163698 0 1.537929e+06 15850.470 103.485630
2021-09-30 ['MRNA', 'TEAM', 'ASML', 'TSLA'] [384.86, 391.42, 743.1866, 775.48] [345.21, 458.13, 810.7817, 1114.] [64.95868628 63.87001175 33.63892729 32.23809769] 0.148722 365302.329971 0 1.483054e+06 14689.620 95.833355
2021-08-31 ['MRNA', 'TEAM', 'ASML', 'ALGN'] [376.69, 367.06, 830.8896, 709.] [384.86, 391.42, 743.1866, 665.43] [66.36757015 68.10875606 30.08823314 35.26093089] -0.019738 318007.536604 0 1.291046e+06 15582.510 101.719249
2021-07-30 ['MRNA', 'ALGN', 'AMAT', 'ASML'] [353.6, 695.8, 139.1984, 764.7607] [376.69, 709., 134.6694, 830.8896] [ 70.70135747 35.9298649 179.59976551 32.68996432] 0.034551 324410.738648 0 1.317042e+06 14959.900 97.615030
2021-06-30 ['MRNA', 'TSLA', 'NVDA', 'AMAT'] [234.98, 679.7, 199.9312, 141.6555] [353.6, 687.2, 194.8985, 139.1984] [106.39203336 36.78093276 125.0430148 176.48449937] 0.118331 313576.323568 0 1.273056e+06 14554.800 94.944628
2021-05-31 ['MRNA', 'TSLA', 'AMAT', 'ALGN'] [185.01, 625.22, 137.4078, 590.15] [234.98, 679.7, 141.6555, 611.] [135.12783093 39.98592495 181.94018098 42.36211133] 0.105868 280396.611349 0 1.138354e+06 13686.510 89.220897
2021-04-30 ['TSLA', 'MRNA', 'AMAT', 'LRCX'] [709.44, 178.82, 131.7858, 614.3692] [625.22, 185.01, 137.4078, 643.481] [ 35.2390618 139.8053909 189.70177364 40.69214407] 0.001487 253553.307500 0 1.029375e+06 13860.760 90.369545
2021-03-31 ['TSLA', 'PTON', 'AMAT', 'MRNA'] [667.93, 112.44, 132.6696, 130.95] [709.44, 98.35, 131.7858, 178.82] [ 37.42907191 222.34080398 188.43804459 190.91256205] 0.073933 253176.867635 0 1.027847e+06 13091.440 85.298220
2021-02-26 ['TSLA', 'MRNA', 'PDD', 'PTON'] [675.5, 154.81, 171.16, 120.47] [667.93, 130.95, 133.88, 112.44] [ 37.0096225 161.48827595 146.06216406 207.52054453] -0.112449 235747.266776 0 9.570862e+05 12909.440 84.098484
2021-01-29 ['MRNA', 'TSLA', 'PTON', 'PDD'] [173.16, 793.53, 146.13, 165.71] [154.81, 675.5, 120.47, 171.16] [144.37514438 31.50479503 171.08054472 150.86597067] -0.099355 265615.341546 0 1.078345e+06 12925.380 84.203560
2020-12-31 ['PDD', 'TSLA', 'MRNA', 'PTON'] [177.67, 705.67, 104.47, 151.72] [165.71, 793.53, 173.16, 146.13] [140.71030562 35.42732439 239.30314923 164.7772212 ] 0.169464 294916.807090 0 1.197303e+06 12888.280 83.958998
2020-11-30 ['MRNA', 'ZM', 'TSLA', 'PDD'] [152.74, 478.36, 567.6, 138.81] [104.47, 337.32, 705.67, 177.67] [163.67683645 52.26189481 44.04510218 180.10229811] -0.021916 252181.223422 0 1.023805e+06 12268.320 79.872248
2020-10-30 ['ZM', 'TSLA', 'MRNA', 'JD'] [460.91, 388.04, 67.47, 81.52] [478.36, 567.6, 152.74, 85.35] [ 54.24052418 64.4263478 370.53505262 306.67320903] 0.452850 257831.908726 0 1.046745e+06 11052.950 71.860580
2020-09-30 ['TSLA', 'ZM', 'MRNA', 'DOCU'] [429.01, 470.11, 70.75, 215.24] [388.04, 460.91, 67.47, 202.25] [ 58.27369991 53.1790432 353.35689046 116.14941461] -0.055445 177466.327568 0 7.204774e+05 11418.060 74.267370
2020-08-31 ['TSLA', 'ZM', 'DOCU', 'MRNA'] [498.32, 325.1, 223., 64.89] [429.01, 470.11, 215.24, 70.75] [ 50.16856638 76.89941556 112.10762332 385.26737556] 0.090617 187883.554108 0 7.627692e+05 12110.700 78.833223
2020-07-31 ['TSLA', 'DOCU', 'MRNA', 'ZM'] [286.152, 216.83, 74.1, 253.91] [498.32, 223., 64.89, 325.1] [ 87.36615505 115.29769866 337.38191633 98.46008428] 0.231498 172272.697417 0 6.993923e+05 10905.880 70.891101
2020-06-30 ['TSLA', 'DOCU', 'ZM', 'DXCM'] [215.962, 172.21, 253.54, 405.4] [286.152, 216.83, 253.91, 435.54] [115.76110612 145.17159282 98.60377061 61.6674889 ] 0.164980 139888.763277 0 5.679201e+05 10156.850 65.953527
2020-05-29 ['TSLA', 'DXCM', 'ZM', 'SGEN'] [167., 378.31, 179.48, 157.21] [215.962, 405.4, 253.54, 169.92] [149.7005988 66.08337078 139.29128594 159.02296292] 0.214569 120078.283984 0 4.874936e+05 9555.520 61.989585
2020-04-30 ['TSLA', 'DXCM', 'ZM', 'NVDA'] [156.376, 335.2, 135.17, 72.91714] [167., 378.31, 179.48, 88.56933] [159.87107996 74.5823389 184.95228231 342.85491724] 0.184754 98864.906513 0 4.013715e+05 9000.510 58.330982
2020-03-31 ['TSLA', 'REGN', 'SGEN', 'CTXS'] [104.8, 488.29, 115.38, 138.5005] [156.376, 525.88, 137.23, 141.8859] [238.54961832 51.19908251 216.67533368 180.50476352] 0.195734 83447.637598 SELL 3.387805e+05 7813.500 50.506262
2020-02-28 ['TSLA', 'AMD', 'LRCX', 'NVDA'] [133.598, 45.48, 285.145, 67.37627] [104.8, 45.48, 234.6227, 65.76215] [187.12854983 549.69217238 87.67469182 371.05051972] -0.104174 69787.767053 SELL 3.387805e+05 8461.830 54.780026
2020-01-31 ['TSLA', 'AMD', 'AAPL', 'CPRT'] [130.114, 47., 76.14793, 101.46] [133.598, 45.48, 67.41366, 84.48] [192.13920101 531.91489362 328.30833353 246.40252316] -0.071905 77903.239775 0 3.387805e+05 8991.510 58.271655
2019-12-31 ['AMD', 'SWKS', 'AAPL', 'TSLA'] [45.86, 117.1721, 72.24594, 83.666] [47., 109.6792, 76.14793, 130.114] [545.13737462 213.36137186 346.04020655 298.80716181] 0.142520 83938.905499 0 3.650280e+05 8733.070 56.568029
2019-11-29 ['AMD', 'LRCX', 'LULU', 'AMAT'] [39.15, 258.1835, 225.69, 56.62397] [45.86, 284.1441, 231.67, 59.69477] [638.56960409 96.83035515 110.77141211 441.50913474] 0.088168 73468.214367 0 3.194938e+05 8403.680 54.396704
2019-10-31 ['LRCX', 'KLAC', 'ASML', 'AMD'] [262.2571, 162.9088, 257.0932, 33.93] [258.1835, 158.6804, 266.7352, 39.15] [ 95.32630384 153.46009546 97.24100054 736.81108164] 0.037465 67515.522362 0 2.936071e+05 8083.830 52.288266
2019-09-30 ['KLAC', 'LRCX', 'WDC', 'AMAT'] [153.6666, 223.621, 57.89116, 48.63211] [162.9088, 262.2571, 50.58055, 52.88132] [162.68987535 111.7962982 431.84486198 514.06365054] 0.048503 65077.372772 0 2.830042e+05 7749.450 50.084047
2019-08-30 ['SBUX', 'KLAC', 'MELI', 'SNPS'] [92.14011, 142.5355, 594.6, 141.81] [84.37271, 153.6666, 551.23, 137.25] [271.32591876 175.39490162 42.04507232 176.29222199] -0.027825 62066.939768 0 2.699127e+05 7691.000 49.698748
2019-07-31 ['MELI', 'SBUX', 'CDNS', 'FISV'] [621.42, 90.01453, 73.91, 105.43] [594.6, 92.14011, 68.48, 106.94] [ 40.23043996 277.73293934 338.24922203 237.12415821] -0.019673 63843.412124 0 2.776381e+05 7848.780 50.738827
2019-06-28 ['MELI', 'AMD', 'SBUX', 'WDAY'] [611.77, 30.37, 79.69076, 205.58] [621.42, 30.45, 90.01453, 199.98] [ 40.86503098 823.1807705 313.71265627 121.60716023] 0.030179 65124.590356 0 2.832096e+05 7671.070 49.567370
2019-05-31 ['MELI', 'AMD', 'WDAY', 'SBUX'] [570.52, 27.41, 204.12, 72.30441] [611.77, 30.37, 205.58, 79.69076] [ 43.81967328 912.07588471 122.47697433 345.76037617] 0.072400 63216.771888 0 2.749130e+05 7127.960 45.987212
2019-04-30 ['QCOM', 'AMD', 'CDNS', 'MELI'] [80.1114, 27.63, 69.38, 484.14] [62.15075, 27.41, 63.57, 570.52] [312.06544886 904.8136084 360.33439031 51.63795596] -0.034370 58948.857136 0 2.563530e+05 7781.460 50.295056
2019-03-29 ['AMD', 'XLNX-202202', 'MELI', 'CDNS'] [25.52, 123.1037, 507.73, 63.51] [27.63, 116.647, 484.14, 69.38] [979.62382445 203.08081723 49.23876864 393.63879704] 0.019049 61047.052555 0 2.654774e+05 7378.770 47.640541
2019-02-28 ['AMD', 'XLNX-202202', 'CDNS', 'LULU'] [23.53, 121.657, 57.25, 150.42] [25.52, 123.1037, 63.51, 163.87] [1062.47343816 205.49577912 436.68122271 166.20130302] 0.073806 59905.909943 0 2.605149e+05 7097.530 45.786618
2019-01-31 ['AMD', 'XLNX-202202', 'LULU', 'WDAY'] [24.41, 108.3304, 147.81, 181.53] [23.53, 121.657, 150.42, 197.93] [1024.17042196 230.77547946 169.13605304 137.71828348] 0.048742 55788.368582 0 2.426088e+05 6906.840 44.529598
2018-12-31 ['WDAY', 'TFCF-201903', 'TFCFA-201903', 'LULU'] [159.68, 51.18388, 51.35281, 121.61] [181.53, 52.55507, 52.62276, 147.81] [156.56312625 488.43503072 486.82827678 205.57519941] 0.100950 53195.509098 SELL 2.313332e+05 6329.960 40.726829
2018-11-30 ['WDAY', 'XLNX-202202', 'TFCF-201903', 'TFCFA-201903'] [164., 89.49791, 52.52293, 52.79351] [159.68, 82.42362, 51.18388, 51.35281] [152.43902439 279.33613198 475.98258513 473.54305482] -0.039542 48317.842543 0 2.313332e+05 6949.010 44.807581
2018-10-31 ['ESRX-201812', 'NFLX', 'TFCF-201903', 'TFCFA-201903'] [96.97, 301.78, 48.39865, 48.57814] [101.47, 286.13, 52.52293, 52.79351] [257.81169434 82.84180529 516.54333334 514.63477194] 0.041634 50307.105921 SELL 2.408572e+05 6967.100 44.926829
2018-09-28 ['ILMN', 'AMZN', 'ORLY', 'NFLX'] [367.06, 2003., 347.32, 374.13] [311.15, 1598.01, 320.75, 301.78] [68.10875606 12.48127808 71.97973051 66.82169299] -0.156098 48296.325273 0 2.408572e+05 7627.650 49.281147
2018-08-31 ['AMZN', 'ALGN', 'ILMN', 'NFLX'] [2012.71, 386.49, 354.83, 367.68] [2003., 391.22, 367.06, 374.13] [12.42106414 64.68472664 70.45627484 67.99390775] 0.014856 57229.782284 0 2.854090e+05 7654.550 49.458471
2018-07-31 ['ALGN', 'NFLX', 'AMZN', 'ILMN'] [356.65, 337.45, 1777.44, 324.36] [386.49, 367.68, 2012.71, 354.83] [70.09673349 74.08504964 14.06517238 77.0748551 ] 0.099889 56392.027305 0 2.812311e+05 7231.980 46.672907
2018-06-29 ['NFLX', 'ALGN', 'TFCF-201903', 'TFCFA-201903'] [391.43, 342.14, 52.56629, 52.81585] [337.45, 356.65, 47.39181, 47.83081] [ 63.86838004 73.06950371 475.5899646 473.34275601] -0.072079 51270.670981 0 2.556905e+05 7040.800 45.412657
2018-05-31 ['NFLX', 'ALGN', 'MU', 'ADBE'] [351.6, 331.95, 57.36996, 249.28] [391.43, 342.14, 52.23964, 243.81] [ 71.10352673 75.31254707 435.76812673 100.28883184] 0.008153 55253.295351 0 2.755521e+05 6967.730 44.930982
2018-04-30 ['NFLX', 'ALGN', 'ADBE', 'AMZN'] [312.46, 249.85, 221.6, 1566.13] [351.6, 331.95, 249.28, 1629.62] [ 80.01024131 100.06003602 112.81588448 15.96291496] 0.154828 54806.469997 0 2.733238e+05 6605.570 42.543639
2018-03-30 ['NFLX', 'NVDA', 'MU', 'ALGN'] [295.35, 57.39282, 51.94079, 251.13] [312.46, 55.7349, 45.80432, 249.85] [ 84.64533604 435.59455695 481.31728455 99.55003385] -0.023549 47458.573464 0 2.366793e+05 6581.130 42.382531
2018-02-28 ['NFLX', 'NVDA', 'ALGN', 'MELI'] [291.38, 59.97264, 262.52, 387.97] [295.35, 57.39282, 251.13, 356.39] [ 85.79861349 416.85675335 95.23083956 64.43797201] -0.038544 48603.134684 0 2.423873e+05 6854.420 44.184047
2018-01-31 ['ALGN', 'NVDA', 'MELI', 'TTWO'] [262., 60.87652, 387.1, 126.67] [262.52, 59.97264, 387.97, 111.87] [ 95.41984733 410.66736403 64.58279514 197.36322728] -0.031864 50551.608685 0 2.521045e+05 6949.990 44.814041
2017-12-29 ['ALGN', 'TTWO', 'PYPL', 'MELI'] [222.19, 109.78, 73.62, 314.66] [262., 126.67, 85.32, 387.1] [112.51631487 227.72818364 339.58163543 79.45083582] 0.180541 52215.381012 0 2.604018e+05 6396.420 41.164931
2017-11-30 ['ALGN', 'MU', 'PYPL', 'ISRG'] [260.88, 42.22804, 75.73, 133.2599] [222.19, 40.96289, 73.62, 121.6465] [ 95.82950015 592.02368853 330.12016374 187.60332253] -0.073319 44230.034350 0 2.205784e+05 6365.560 40.961503
2017-10-31 ['ALGN', 'MU', 'NVDA', 'LRCX'] [238.98, 44.14071, 51.18443, 193.6343] [260.88, 42.22804, 49.70922, 178.5572] [104.61126454 566.37059078 488.42978226 129.10935717] -0.014594 47729.518807 0 2.380305e+05 6248.560 40.190244
2017-09-29 ['NVDA', 'MU', 'LRCX', 'VRTX'] [44.24467, 39.17973, 171.7892, 152.04] [51.18443, 44.14071, 193.6343, 146.23] [565.03981158 638.08505061 145.52719263 164.43041305] 0.093105 48436.411682 0 2.415559e+05 5979.300 38.415293
2017-08-31 ['NVDA', 'VRTX', 'LRCX', 'NFLX'] [41.93554, 160.54, 153.6861, 174.71] [44.24467, 152.04, 171.7892, 181.35] [596.15304823 155.72443005 162.66923294 143.09427051] 0.039479 44310.856790 0 2.209814e+05 5988.600 38.476599
2017-07-31 ['NVDA', 'JD', 'NFLX', 'MELI'] [40.18502, 45.17, 181.66, 288.1227] [41.93554, 41.91, 174.71, 258.2036] [622.12237296 553.46468895 137.61972916 86.76858852] -0.042678 42627.947792 0 2.125886e+05 5880.330 37.762887
2017-06-30 ['NVDA', 'MU', 'CSX', 'JD'] [35.7464, 29.74591, 17.08828, 39.22] [40.18502, 28.01256, 15.45336, 45.17] [ 699.37112548 840.4516789 1462.99100904 637.42988271] 0.030483 44528.305635 0 2.220659e+05 5646.920 36.224258
2017-05-31 ['NVDA', 'MU', 'ADSK', 'CSX'] [35.69447, 30.65244, 111.77, 16.96613] [35.7464, 29.74591, 100.82, 17.08828] [ 700.38860361 815.59575681 223.67361546 1473.5240152 ] -0.029722 43211.109890 0 2.154969e+05 5788.800 37.159525
2017-04-28 ['MU', 'IDXX', 'NVDA', 'WDC'] [27.56428, 167.73, 25.76388, 80.30199] [30.65244, 168.39, 35.69447, 81.19453] [906.97090582 149.04906695 970.3507391 311.32478784] 0.128133 44534.784316 0 2.220982e+05 5583.530 35.806394
2017-03-31 ['NVDA', 'MU', 'STX', 'NTES'] [26.90757, 28.78958, 36.05788, 51.52293] [25.76388, 27.56428, 33.07465, 48.14673] [929.10656741 868.36973655 693.32972432 485.22085215] -0.058332 39476.548085 0 1.968724e+05 5436.230 34.835399
2017-02-28 ['NVDA', 'NTES', 'MU', 'CSX'] [25.06729, 55.16038, 23.35044, 15.15252] [26.90757, 51.52293, 28.78958, 14.52532] [ 997.31562526 453.22385379 1070.64363669 1649.89057926] 0.049753 41921.933267 0 2.090677e+05 5330.300 34.137113
2017-01-31 ['NVDA', 'MU', 'CSX', 'WDC'] [26.93533, 24.01788, 14.42101, 71.43528] [25.06729, 23.35044, 15.15252, 68.88177] [ 928.1490147 1040.89120272 1733.58176716 349.96713109] -0.020541 39935.033504 0 1.991589e+05 5116.770 32.729532
2016-12-30 ['NVDA', 'MU', 'AMAT', 'CSX'] [26.33337, 21.83625, 30.22291, 11.16937] [26.93533, 24.01788, 32.07731, 14.42101] [ 949.36576671 1144.88522526 827.18705777 2238.26410979] 0.118812 40772.527343 0 2.033355e+05 4863.620 31.060778
2016-11-30 ['NVDA', 'AMAT', 'CSX', 'ADI'] [22.74627, 30.15735, 11.13206, 66.9016] [26.33337, 30.22291, 11.16937, 65.44173] [1099.08129992 828.98530541 2245.7658331 373.68314061] 0.035351 36442.710277 0 1.817424e+05 4810.810 30.712657
2016-10-31 ['NVDA', 'NLOK', 'NTES', 'AMAT'] [17.52934, 13.20076, 46.31366, 27.1484] [22.74627, 12.90371, 40.52134, 30.15735] [1426.18033537 1893.83035522 539.79754569 920.86458134] 0.065219 35198.403243 0 1.755370e+05 4801.270 30.649769
2016-09-30 ['NVDA', 'AMAT', 'NTES', 'NLOK'] [16.879, 28.14733, 43.39236, 13.23767] [17.52934, 27.1484, 46.31366, 13.20076] [1481.13039872 888.1837105 576.13828794 1888.5498732 ] 0.016894 33043.356496 0 1.647896e+05 4875.700 31.140409
2016-08-31 ['NVDA', 'AMAT', 'NTES', 'NLOK'] [15.11031, 27.85792, 38.20035, 12.7261] [16.879, 28.14733, 43.39236, 13.23767] [1654.49947751 897.41086197 654.44426556 1964.46672586] 0.075889 32494.405308 0 1.620519e+05 4771.050 30.450560
2016-07-29 ['NVDA', 'NTES', 'AMAT', 'ULTA'] [14.03996, 36.6808, 24.45952, 261.21] [15.11031, 38.20035, 27.85792, 247.21] [1780.63185365 681.55547316 1022.09691768 95.70843383] 0.050751 30202.388404 0 1.506215e+05 4730.230 30.181477
2016-06-30 ['NVDA', 'NTES', 'ULTA', 'ATVI'] [11.559, 34.69654, 243.64, 38.20734] [14.03996, 36.6808, 261.21, 38.71831] [2162.81685267 720.53294075 102.6104088 654.32453555] 0.089328 28743.611868 0 1.433465e+05 4417.700 28.121292
2016-05-31 ['NVDA', 'AMZN', 'ULTA', 'ATVI'] [11.48769, 722.79, 233.01, 37.85062] [11.559, 715.62, 243.64, 38.20734] [2176.24256922 34.58819297 107.29153255 660.49116236] 0.012833 26386.555757 0 1.315916e+05 4523.890 28.821292
2016-04-29 ['NVDA', 'AMZN', 'FB', 'ULTA'] [8.713623, 659.59, 117.58, 208.28] [11.48769, 722.79, 118.81, 233.01] [2869.07064949 37.90233327 212.62119408 120.03072787] 0.135843 26052.224972 0 1.299243e+05 4341.300 27.617666
2016-03-31 ['NVDA', 'FB', 'MAT', 'FISV'] [8.738149, 114.1, 31.1447, 51.29] [8.713623, 117.58, 28.80097, 48.86] [2861.01781968 219.10604733 802.70479407 487.42444921] -0.023734 22936.465408 0 1.143858e+05 4483.660 28.556098
2016-02-29 ['MAT', 'NVDA', 'NFLX', 'FB'] [30.12568, 7.690944, 93.41, 106.92] [31.1447, 8.738149, 102.23, 114.1] [ 829.85678664 3250.57626216 267.63729793 233.81967826] 0.082890 23494.084583 0 1.171667e+05 4201.120 26.693606
2016-01-29 ['TCOM', 'FB', 'ATVI', 'AMZN'] [42.68, 112.21, 33.29903, 587.] [40.92, 106.92, 30.28662, 552.52] [585.75445173 222.7965422 750.7726201 42.58943782] -0.059396 21695.716522 SELL 1.081981e+05 4279.170 27.208108
2015-12-31 ['TCOM', 'AMZN', 'ATVI', 'NVDA'] [46.33, 675.89, 37.01911, 8.053995] [42.68, 587., 33.29903, 7.157207] [ 539.60716598 36.98826732 675.32687847 3104.0496052 ] -0.105534 23065.738419 SELL 1.081981e+05 4593.270 29.278642
2015-11-30 ['NFLX', 'AMZN', 'ATVI', 'NVDA'] [123.33, 664.8, 36.01498, 7.750993] [114.38, 675.89, 37.01911, 8.053995] [ 202.7081813 37.60529483 694.15559859 3225.39318511] 0.002771 25787.159963 0 1.081981e+05 4664.510 29.748253
2015-10-30 ['NFLX', 'AMZN', 'ATVI', 'NVDA'] [108.38, 625.9, 33.24165, 6.906175] [123.33, 664.8, 36.01498, 7.750993] [ 230.66986529 39.94248282 752.06856459 3619.94881392] 0.101462 25715.894137 0 1.078991e+05 4648.830 29.644891
2015-09-30 ['NFLX', 'AMZN', 'ATVI', 'EA'] [103.26, 511.89, 29.5407, 67.23421] [108.38, 625.9, 33.24165, 71.52132] [242.10730196 48.83861767 846.29003375 371.83451698] 0.115339 23347.053249 SELL 9.795986e+04 4181.060 26.561371
2015-08-31 ['NFLX', 'EA', 'BMRN', 'AMZN'] [115.03, 65.6464, 129.24, 512.89] [103.26, 67.23421, 105.32, 511.89] [217.33460836 380.82819469 193.43856391 48.74339527] -0.066291 20932.705785 SELL 9.795986e+04 4274.580 27.177851
2015-07-31 ['BMRN', 'EA', 'NFLX', 'MNST'] [146.27, 71.00529, 114.31, 51.18328] [129.24, 65.6464, 115.03, 46.15329] [170.9167977 352.08644314 218.7035255 488.44075643] -0.070969 22418.884910 0 9.795986e+04 4588.910 29.249901
2015-06-30 ['NFLX', 'EA', 'MNST', 'AVGO'] [93.84848, 65.99373, 44.67329, 109.8154] [114.31, 71.00529, 51.18328, 103.3799] [266.38683972 378.82386706 559.6185103 227.65477337] 0.095272 24131.469002 0 1.054430e+05 4396.760 27.983256
2015-05-29 ['AVGO', 'REGN', 'NXPI', 'EA'] [121.9781, 512.56, 107.1534, 62.27724] [109.8154, 510.13, 93.7413, 65.99373] [204.95482386 48.77477759 233.31037559 401.43076347] -0.042486 22032.394968 0 9.627109e+04 4508.250 28.718194
2015-04-30 ['MNST', 'VRTX', 'AVGO', 'VTRS'] [45.70329, 123.28, 96.28421, 70.03161] [42.42662, 128.29, 121.9781, 70.39019] [547.00657217 202.79039585 259.64797343 356.98165443] 0.060230 23009.996630 0 1.005427e+05 4414.250 28.098550
2015-03-31 ['MNST', 'EA', 'AVGO', 'NXPI'] [46.13162, 58.36724, 104.6045, 95.80323] [45.70329, 57.64776, 96.28421, 91.75574] [541.92764095 428.32246308 238.99545431 260.95153577] -0.035850 21702.836357 0 9.483107e+04 4333.690 27.567502
2015-02-27 ['AVGO', 'MNST', 'EA', 'CELG-201911'] [104.8222, 47.03995, 56.74469, 121.53] [104.6045, 46.13162, 58.36724, 115.28] [238.49909657 531.46314994 440.56985773 205.71052415] -0.011055 22509.813983 0 9.835718e+04 4440.670 28.272709
2015-01-30 ['EA', 'AVGO', 'MNST', 'AAPL'] [54.44235, 84.50173, 38.98329, 26.48451] [56.74469, 104.8222, 47.03995, 29.15353] [459.20133866 295.85193108 641.30041359 943.94799073] 0.147552 22761.443869 0 9.945668e+04 4148.430 26.346276
2014-12-31 ['AAL', 'EA', 'AVGO', 'SPLS-201709'] [50.81461, 46.65707, 82.62081, 16.12025] [46.50347, 54.44235, 84.50173, 15.16834] [ 491.98449029 535.82447419 302.58720533 1550.84443479] 0.011434 19834.774606 0 8.666853e+04 4236.280 26.925379
2014-11-28 ['GMCR-201603', 'AVGO', 'MNST', 'VRTX'] [139.7233, 76.43935, 37.38329, 117.88] [130.144, 82.62081, 36.11663, 118.8] [178.92506117 327.05667958 668.74798874 212.08008144] -0.003443 19610.546142 0 8.568876e+04 4337.780 27.594463
2014-10-31 ['GMCR-201603', 'MNST', 'AVGO', 'ILMN'] [149.17, 33.62663, 70.58773, 192.58] [139.7233, 37.38329, 76.43935, 190.89] [167.59402025 743.45838402 354.16920193 129.81618029] 0.030628 19678.288988 0 8.598476e+04 4158.210 26.410745
2014-09-30 ['AVGO', 'GMCR-201603', 'MU', 'SIAL-201511'] [71.20154, 127.6718, 34.1291, 135.1082] [70.58773, 149.17, 32.96357, 135.0089] [351.11600114 195.81458082 732.51272375 185.03688155] 0.031220 19093.496400 0 8.342950e+04 4049.440 25.693738
2014-08-29 ['ILMN', 'AVGO', 'GILD', 'MU'] [179.36, 66.93862, 85.74064, 32.47544] [163.92, 71.20154, 84.85581, 34.1291] [139.38447814 373.47647741 291.57701645 769.81251062] 0.004550 18515.443730 0 8.090368e+04 4082.560 25.912063
2014-07-31 ['MU', 'ILMN', 'BIDU', 'FB'] [30.43328, 159.91, 216.05, 72.65] [32.47544, 179.36, 214.52, 74.82] [821.46912853 156.33794009 115.7139551 344.11562285] 0.052880 18431.577093 0 8.053722e+04 3892.500 24.659196
2014-06-30 ['MU', 'ILMN', 'SNDK-201605', 'NXPI'] [32.82411, 178.54, 102.3897, 63.17515] [30.43328, 159.91, 90.20813, 59.51904] [761.63527358 140.02464434 244.16518458 395.72521791] -0.088507 17505.861386 0 7.649229e+04 3849.480 24.375610
2014-05-30 ['FB', 'MU', 'NXPI', 'AVGO'] [63.3, 28.48077, 59.2804, 57.39064] [67.29, 32.82411, 63.17515, 58.76802] [394.94470774 877.78525651 421.72454977 435.61110313] 0.076309 19205.706582 0 8.391980e+04 3736.820 23.632960
2014-04-30 ['FB', 'MU', 'TSLA', 'NXPI'] [59.78, 26.0202, 41.578, 56.913] [63.3, 28.48077, 41.554, 59.2804] [418.20006691 960.79200006 601.27952282 439.26695131] 0.048617 17844.051476 0 7.797002e+04 3582.020 22.612525
2014-03-31 ['TSLA', 'ILMN', 'MU', 'NXPI'] [41.69, 148.66, 23.5696, 56.13978] [41.578, 135.85, 26.0202, 56.913] [ 599.66418805 168.16897619 1060.68834431 445.31702832] 0.007222 17016.756329 0 7.435513e+04 3595.740 22.702966
2014-02-28 ['TSLA', 'ILMN', 'FB', 'GMCR-201603'] [48.962, 171.49, 68.46, 107.2453] [41.69, 148.66, 60.24, 103.1521] [510.60005719 145.78109511 365.17674554 233.11044866] -0.109972 16894.735132 0 7.382196e+04 3696.100 23.364535
2014-01-31 ['TSLA', 'ILMN', 'MU', 'FB'] [36.282, 152., 22.95197, 62.57] [48.962, 171.49, 24.09758, 68.46] [ 689.04691031 164.47368421 1089.23112047 399.5525012 ] 0.155439 18982.248401 0 8.294340e+04 3521.920 22.216348
2013-12-31 ['TSLA', 'MU', 'ILMN', 'NFLX'] [30.0858, 21.6669, 110.59, 52.59566] [36.282, 22.95197, 152., 58.47565] [ 830.95679689 1153.83372794 226.06022244 475.32438988] 0.187876 16428.602066 0 7.178518e+04 3592.000 22.678312
2013-11-29 ['NFLX', 'MU', 'TSLA', 'BIIB'] [52.25709, 21.01938, 25.456, 268.0127] [52.59566, 21.6669, 30.0858, 257.514] [ 478.40398308 1189.37856397 982.0867379 93.27916177] 0.044997 13830.234565 0 6.043155e+04 3487.820 21.991562
2013-10-31 ['TSLA', 'NFLX', 'MU', 'WDC'] [31.988, 46.06853, 17.61245, 57.38105] [25.456, 52.25709, 21.01938, 61.83936] [ 781.54307865 542.66980084 1419.45044557 435.6839061 ] 0.050317 13234.715400 0 5.782941e+04 3377.731 21.265860
2013-09-30 ['TSLA', 'NFLX', 'MU', 'FB'] [38.674, 44.17281, 17.40325, 50.23] [31.988, 46.06853, 17.61245, 50.205] [ 646.42912551 565.95901415 1436.51329493 497.71053155] -0.029610 12600.688155 0 5.505901e+04 3218.198 20.214225
2013-08-30 ['TSLA', 'NFLX', 'GMCR-201603', 'FB'] [33.8, 40.55853, 84.05486, 41.29] [38.674, 44.17281, 73.36176, 50.23] [739.64497041 616.39314837 297.4248009 605.47348026] 0.080654 12985.185937 0 5.673909e+04 3073.810 19.262426
2013-07-31 ['TSLA', 'NFLX', 'MU', 'FB'] [26.856, 34.92625, 13.18941, 36.8] [33.8, 40.55853, 13.51815, 41.29] [ 930.8906762 715.79399449 1895.46006986 679.34782609] 0.141690 12016.045399 0 5.250440e+04 3090.190 19.370402
2013-06-28 ['NFLX', 'MU', 'VRTX', 'REGN'] [30.15568, 14.27525, 80.06, 224.88] [34.92625, 13.18941, 79.8, 270.06] [ 829.03121402 1751.28281466 312.26580065 111.17040199] 0.069948 10524.784261 0 4.598830e+04 2909.600 18.179960
2013-05-31 ['REGN', 'WDC', 'GILD', 'MU'] [241.88, 51.76533, 43.42832, 11.63537] [224.88, 50.97195, 40.8695, 14.27525] [ 103.35703655 482.94872263 575.66122751 2148.62097209] 0.020589 9836.722430 0 4.298180e+04 2981.760 18.655636
2013-04-30 ['VMED-201306', 'GILD', 'BIIB', 'VRTX'] [48.74113, 40.36729, 201.6566, 76.82] [49.66, 43.42832, 218.7522, 80.33] [512.91383684 619.31331036 123.97313056 325.43608435] 0.056287 9638.283985 0 4.211472e+04 2887.440 18.033883
2013-03-29 ['VMED-201306', 'GILD', 'MU', 'CELG-201911'] [48.93098, 39.01215, 9.936889, 57.955] [48.74113, 40.36729, 9.384009, 59.035] [ 510.92375424 640.82599908 2515.87795738 431.36916573] -0.001537 9124.681792 0 3.987052e+04 2818.690 17.580686
2013-02-28 ['STRZA-201612', 'VMED-201306', 'EXPE', 'GILD'] [18.56, 46.32393, 59.64359, 34.05392] [22.15, 48.93098, 56.13439, 39.01215] [1346.98275862 539.67787275 419.15652629 734.12987404] 0.084117 9138.727087 0 3.993189e+04 2738.580 17.052604
2013-01-31 ['EXPE', 'GILD', 'REGN', 'STRZA-201612'] [60.90366, 31.44727, 173.94, 15.95] [59.64359, 34.05392, 167., 18.56] [ 410.4843617 794.98156756 143.7277222 1567.39811912] 0.046484 8429.648958 0 3.683356e+04 2731.530 17.006131
2012-12-31 ['EXPE', 'REGN', 'VMED-201306', 'EQIX'] [57.34745, 171.07, 36.68975, 170.7418] [60.90366, 173.94, 39.32542, 178.3846] [435.93917428 146.13900742 681.38921633 146.41991592] 0.048847 8055.207597 0 3.519743e+04 2660.930 16.540738
2012-11-30 ['EXPE', 'GILD', 'VMED-201306', 'EBAY'] [57.24377, 29.89284, 35.07252, 21.26377] [57.34745, 29.27505, 36.68975, 20.53017] [ 436.72874795 836.32067077 712.8087745 1175.70872898] -0.001811 7680.060785 0 3.355821e+04 2677.880 16.652472
2012-10-31 ['EXPE', 'GILD', 'SIRI', 'CMCSA'] [54.60854, 26.77601, 2.524267, 15.7228] [57.24377, 29.89284, 2.497221, 15.58455] [ 457.80385266 933.67159633 9903.86516165 1590.04757422] 0.036288 7693.995743 0 3.361910e+04 2647.920 16.454977
2012-09-28 ['EXPE', 'STX', 'GILD', 'SIRI'] [53.4021, 19.33704, 26.43723, 2.334947] [54.60854, 17.06981, 26.77601, 2.524267] [ 468.14638376 1292.85557665 945.6361351 10706.8811412 ] -0.000190 7424.570689 0 3.244184e+04 2799.190 17.452142
2012-08-31 ['STX', 'EXPE', 'AKAM', 'SIRI'] [19.99285, 47.41929, 37.51, 2.280855] [19.33704, 53.4021, 38.26, 2.334947] [ 1250.44703481 527.21160523 666.48893628 10960.80197996] 0.034269 7425.983191 0 3.244801e+04 2772.240 17.274489
2012-07-31 ['STX', 'EXPE', 'ALXN-202107', 'ROST'] [18.56861, 52.48683, 104.85, 30.34577] [19.99285, 47.41929, 107.21, 31.66553] [1346.3581819 476.30996195 238.43586075 823.83805058] 0.011538 7179.933365 0 3.137289e+04 2642.530 16.419446
2012-06-29 ['EXPE', 'MNST', 'ALXN-202107', 'STX'] [44.27166, 23.73331, 99.3, 15.29652] [52.48683, 22.13998, 104.85, 18.56861] [ 564.69533783 1053.37182214 251.76233635 1634.35866459] 0.097057 7098.036607 0 3.101504e+04 2615.720 16.242716
2012-05-31 ['MNST', 'EXPE', 'ALXN-202107', 'AAPL'] [24.19997, 42.26391, 90.57, 17.66767] [23.73331, 44.27166, 99.3, 17.85942] [1033.05913189 591.52122934 276.02959037 1415.01397751] 0.033866 6470.068050 0 2.827112e+04 2524.870 15.643837
2012-04-30 ['STX', 'ALXN-202107', 'MNST', 'ORLY'] [19.02633, 90.32, 21.66664, 105.5] [14.49242, 90.57, 24.19997, 95.79] [1313.96858984 276.79362267 1153.84757397 236.96682464] -0.052661 6258.129811 0 2.734505e+04 2723.680 16.954384
2012-03-30 ['STX', 'MNST', 'ALXN-202107', 'AAPL'] [16.53493, 20.69665, 92.86, 18.33495] [19.02633, 21.66664, 90.32, 17.8588] [1511.95076121 1207.92495404 269.22248546 1363.51612631] 0.036055 6606.008014 0 2.886511e+04 2755.270 17.162624
2012-02-29 ['STX', 'MNST', 'AAPL', 'FAST'] [16.10561, 19.05998, 16.58846, 20.14892] [16.53493, 20.69665, 18.33495, 20.69204] [1552.25415244 1311.64880551 1507.07178364 1240.76129142] 0.061191 6376.117977 0 2.786060e+04 2623.100 16.291365
2012-01-31 ['EXPE', 'STX', 'MNST', 'FAST'] [29.67151, 12.84171, 17.41832, 17.85406] [31.21146, 16.10561, 19.05998, 20.14892] [ 842.55907434 1946.78123085 1435.27045088 1400.24173773] 0.132212 6008.453606 0 2.625408e+04 2467.950 15.268622
2011-12-30 ['BIIB', 'FAST', 'STX', 'ALXN-202107'] [101.3671, 16.61912, 9.962346, 71.5] [108.6438, 17.85406, 12.84171, 76.76] [ 246.62834391 1504.29144263 2509.44907956 349.65034965] 0.127171 5306.828148 0 2.318831e+04 2277.830 14.015359
2011-11-30 ['BIIB', 'ALXN-202107', 'ISRG', 'STX'] [105.8805, 68.66, 48.24546, 10.38757] [101.3671, 71.5, 51.44545, 9.962346] [ 236.11524313 364.11302068 518.1834726 2406.72265024] 0.006032 4708.093816 SELL 2.057213e+04 2295.200 14.129862
2011-10-31 ['BIIB', 'ALXN-202107', 'ISRG', 'DLTR'] [107.1793, 67.51, 48.20657, 39.98] [105.8805, 68.66, 48.24546, 40.745] [233.25399587 370.31550881 518.60151013 625.31265633] 0.006214 4679.865609 0 2.057213e+04 2360.080 14.557548
2011-09-30 ['GMCR-201603', 'ALXN-202107', 'WFM-201708', 'CERN'] [90.51164, 64.06, 29.81402, 33.14189] [63.32114, 67.51, 32.92279, 30.67995] [276.20756844 390.25913206 838.53167067 754.33235703] -0.054141 4650.962429 SELL 2.044508e+04 2139.180 13.101384
2011-08-31 ['GMCR-201603', 'ALXN-202107', 'WYNN', 'WFM-201708'] [102.0033, 57.95, 110.9222, 30.10221] [90.51164, 64.06, 82.50343, 29.81402] [245.09010983 431.40638481 225.38319651 830.50380686] -0.068251 4917.186102 SELL 2.044508e+04 2241.010 13.772643
2011-07-29 ['GMCR-201603', 'NFLX', 'SIRI', 'ALXN-202107'] [101.234, 37.99853, 1.902215, 56.8] [102.0033, 33.57282, 1.622743, 57.95] [ 246.95260486 657.92018797 13142.57326327 440.14084507] -0.058886 5277.369489 SELL 2.044508e+04 2362.810 14.575544
2011-06-30 ['GMCR-201603', 'NFLX', 'BIIB', 'BKNG'] [86.92779, 37.52711, 98.4841, 511.93] [101.234, 37.99853, 93.83255, 537.65] [287.59502571 666.18505928 253.84808309 48.83480163] 0.045037 5607.577439 0 2.044508e+04 2325.070 14.326763
2011-05-31 ['GMCR-201603', 'BKNG', 'NFLX', 'BIIB'] [80.21781, 515.19, 38.68567, 87.25589] [86.92779, 511.93, 37.52711, 98.4841] [311.65148986 48.5257866 646.23412235 286.51360957] 0.044013 5365.913242 0 1.956397e+04 2372.540 14.639684
2011-04-29 ['BKNG', 'BIIB', 'BIDU', 'ALTR-201512'] [547.01, 89.9455, 148.52, 45.55027] [515.19, 87.25589, 135.71, 45.03602] [ 45.7030036 277.94608958 168.32749798 548.84416711] -0.046404 5139.698895 0 1.873920e+04 2404.080 14.847594
2011-03-31 ['NFLX', 'BIDU', 'BKNG', 'WFM-201708'] [33.96854, 137.81, 506.44, 29.94214] [33.23854, 148.52, 547.01, 28.55977] [735.97511109 181.40918656 49.36418924 834.94366134] 0.022541 5389.804952 0 1.965108e+04 2338.990 14.418523
2011-02-28 ['NFLX', 'BIDU', 'JOY-201704', 'WYNN'] [29.52426, 121.16, 91.0627, 87.56208] [33.96854, 137.81, 92.56664, 90.57508] [846.76127361 206.33872565 274.53611632 285.51171923] 0.084719 5270.989746 0 1.921789e+04 2350.990 14.497627
2011-01-31 ['NFLX', 'NVDA', 'ILMN', 'WYNN'] [30.58283, 5.465042, 69.34, 82.86095] [29.52426, 5.177168, 69.4, 87.56208] [ 817.45214553 4574.53025979 360.54225555 301.71027486] -0.007422 4859.312816 0 1.771692e+04 2281.910 14.042254
2010-12-31 ['NFLX', 'FFIV', 'SNDK-201605', 'BIDU'] [25.09997, 130.16, 48.24989, 96.53] [30.58283, 108.38, 43.90488, 108.63] [996.01712671 192.07129687 518.13589627 258.98684347] 0.021601 4895.648657 0 1.784940e+04 2217.860 13.620040
2010-11-30 ['BIDU', 'ILMN', 'WYNN', 'BKNG'] [105.05, 60.12, 72.01274, 394.05] [96.53, 63.34, 73.96442, 399.55] [237.98191337 415.83499667 347.16079405 63.44372542] 0.003379 4792.131675 0 1.747198e+04 2117.330 12.957350
2010-10-29 ['BIDU', 'BKNG', 'ILMN', 'NTAP'] [110.01, 376.81, 54.31, 42.92164] [105.05, 394.05, 60.12, 41.05163] [227.25206799 66.34643454 460.32038299 582.45677472] 0.016019 4775.995018 0 1.741315e+04 2124.450 13.004285
2010-09-30 ['BIDU', 'BKNG', 'CTXS', 'NTAP'] [102.62, 348.34, 52.09418, 40.13274] [110.01, 376.81, 48.95662, 42.92164] [243.61722861 71.76896136 479.90005793 622.93279751] 0.040752 4700.694420 0 1.713860e+04 1998.040 12.170995
2010-08-31 ['BKNG', 'BIDU', 'CTXS', 'VMED-201306'] [291.48, 78.43, 44.2312, 20.44916] [348.34, 102.62, 52.09418, 22.71437] [ 85.76917799 318.75557822 565.21188663 1222.5441045 ] 0.198011 4516.633662 SELL 1.646752e+04 1767.430 10.650824
2010-07-30 ['BIDU', 'SNDK-201605', 'VMED-201306', 'NTAP'] [81.41, 42.28881, 21.16685, 34.0955] [78.43, 32.06015, 20.44916, 32.5479] [ 307.08758138 591.17293677 1181.09213227 733.23459108] -0.089444 3770.110287 0 1.646752e+04 1864.000 11.287409
2010-06-30 ['SNDK-201605', 'BIDU', 'NTAP', 'CTSH'] [40.71145, 68.08, 30.07336, 23.60312] [42.28881, 81.41, 34.0955, 25.72485] [ 614.0778577 367.21504113 831.30052645 1059.18200645] 0.114545 4140.450380 SELL 1.808514e+04 1739.140 10.464338
2010-05-31 ['SNDK-201605', 'WYNN', 'BIDU', 'QRTEA'] [45.11452, 55.21234, 73.21, 5.523491] [40.71145, 50.20321, 68.08, 4.471601] [ 554.14531729 452.79732755 341.48340391 4526.12306239] -0.112209 3714.924245 0 1.808514e+04 1852.390 11.210877
2010-04-30 ['BIDU', 'SNDK-201605', 'QRTEA', 'WYNN'] [68.896, 38.55346, 6.541313, 57.89359] [73.21, 45.11452, 5.523491, 55.21234] [ 362.86576869 648.45022989 3821.86267497 431.82673591] 0.007721 4184.455972 0 2.037093e+04 2000.630 12.188069
2010-03-31 ['QRTEA', 'BIDU', 'NIHDQ-201506', 'BKNG'] [6.515761, 59.7, 41.68, 255.] [6.541313, 68.896, 42.47, 262.05] [3836.85036943 418.76046901 599.80806142 98.03921569] 0.051140 4152.394815 0 2.021485e+04 1958.340 11.909295
2010-02-26 ['QRTEA', 'ISRG', 'STX', 'VMED-201306'] [5.361662, 38.57104, 11.67842, 15.84858] [6.515761, 38.68103, 10.71059, 16.92572] [4662.73330919 648.15467771 2140.70053997 1577.42838791] 0.050798 3950.373304 0 1.923136e+04 1818.680 10.988662
2010-01-29 ['STX', 'ISRG', 'WYNN', 'QRTEA'] [9.801422, 36.45104, 40.599, 4.420496] [11.67842, 38.57104, 41.70779, 5.361662] [2550.6503036 685.85148736 615.77871376 5655.47395586] 0.122471 3759.402306 0 1.830167e+04 1741.040 10.476862
2009-12-31 ['STX', 'VMED-201306', 'BKNG', 'QRTEA'] [10.66953, 16.46492, 218.41, 4.616395] [9.801422, 13.88218, 195.35, 4.420496] [2343.12101845 1518.37968238 114.46362346 5415.48112759] -0.096561 3349.220590 0 1.630481e+04 1860.310 11.263085
2009-11-30 ['BIDU', 'STX', 'QRTEA', 'AMZN'] [43.374, 8.874658, 4.531222, 135.91] [41.123, 10.66953, 4.616395, 134.52] [ 576.38216443 2817.00996252 5517.27547227 183.94525789] 0.039730 3707.189825 0 1.804749e+04 1767.430 10.650824
2009-10-30 ['QRTEA', 'STX', 'AMZN', 'FLEX'] [4.820811, 8.182516, 118.81, 6.48] [4.531222, 8.874658, 135.91, 7.07] [5185.84943488 3055.29497284 210.41999832 3858.02469136] 0.064873 3565.532123 0 1.735786e+04 1667.130 9.989651
2009-09-30 ['QRTEA', 'EXPE', 'STX', 'MRVL'] [4.671758, 20.18059, 8.921582, 14.00298] [4.820811, 19.10205, 8.182516, 11.87528] [5351.30458384 1238.81412783 2802.19360199 1785.33426456] -0.064081 3348.315211 0 1.630040e+04 1718.990 10.331510
2009-08-31 ['MRVL', 'CTSH', 'WCRX-201309', 'EXPE'] [13.18996, 16.44108, 10.66204, 19.42224] [14.00298, 18.22806, 11.31631, 20.18059] [1895.38103224 1520.581373 2344.7670427 1287.18417649] 0.067685 3577.571132 0 1.741647e+04 1625.190 9.713184
2009-07-31 ['EXPE', 'CERN', 'BIDU', 'VRTX'] [17.45053, 15.73901, 34.814, 36.01] [19.42224, 14.92401, 33.006, 37.41] [1432.62124417 1588.40994446 718.10191302 694.25159678] 0.012038 3350.774684 0 1.631237e+04 1603.360 9.569281
2009-06-30 ['CTXS', 'ORLY', 'BIDU', 'JNPR'] [24.34472, 38.08, 30.109, 19.69343] [27.17692, 40.66, 34.814, 21.80463] [1026.91671952 656.51260504 830.31651666 1269.45890076] 0.111890 3310.918394 0 1.611834e+04 1477.250 8.737970
2009-05-29 ['EXPE', 'JNPR', 'JAVA-201001', 'ORLY'] [14.58564, 20.63637, 9., 36.05] [12.73189, 19.69343, 9.22, 38.08] [1714.01460615 1211.45337092 2777.77777778 693.48127601] -0.023008 2977.740314 0 1.449635e+04 1435.570 8.463217
2009-04-30 ['JAVA-201001', 'ORLY', 'STX', 'MNST'] [9.16, 38.85, 4.786332, 6.793326] [9., 36.05, 5.10894, 6.113327] [2729.25764192 643.5006435 5223.2064136 3680.08248095] -0.030559 3047.865740 0 1.483774e+04 1394.330 8.191365
2009-03-31 ['APOL-201702', 'ILMN', 'JAVA-201001', 'AMZN'] [78.33, 37.24, 7.32, 73.44] [62.95, 37.35, 9.16, 80.52] [ 319.16251755 671.32116004 3415.30054645 340.41394336] 0.038594 3143.941034 0 1.530546e+04 1237.010 7.154318
2009-02-27 ['APOL-201702', 'VRTX', 'ORLY', 'AMZN'] [72.5, 30.14, 33.36, 64.79] [78.33, 28.73, 35.01, 73.44] [344.82758621 829.46250829 749.40047962 385.86201574] 0.054150 3027.112370 SELL 1.473671e+04 1116.990 6.363151
2009-01-30 ['VRTX', 'APOL-201702', 'CEPH-201110', 'GILD'] [33.05, 81.46, 77.18, 20.23546] [30.14, 72.5, 65.59, 17.85599] [ 756.42965204 306.89909158 323.9181135 1235.45498842] -0.116450 2871.613905 SELL 1.473671e+04 1180.250 6.780158
2008-12-31 ['VRTX', 'APOL-201702', 'GILD', 'AMGN'] [30.38, 76.62, 20.38293, 44.27736] [33.05, 81.46, 20.23546, 42.0539] [ 822.90980908 326.28556513 1226.5165018 564.62264236] 0.023401 3250.085194 0 1.473671e+04 1211.650 6.987146
2008-11-28 ['APOL-201702', 'AMGN', 'CEPH-201110', 'VRTX'] [76.84, 42.58293, 73.48, 24.59] [76.62, 44.27736, 77.04, 30.38] [ 325.35137949 587.08970942 340.22863364 1016.67344449] 0.080210 3175.768990 SELL 1.439974e+04 1185.750 6.816414
2008-10-31 ['CHRW', 'AMGN', 'APOL-201702', 'SRCL'] [38.36449, 45.91811, 69.51, 58.43] [37.84586, 42.58293, 76.84, 57.3] [651.64426792 544.44749577 359.66048051 427.86239945] -0.000010 2939.956320 SELL 1.439974e+04 1334.780 7.798813
2008-09-30 ['ESRX-201812', 'AMGN', 'FAST', 'CEPH-201110'] [36.91, 45.44275, 8.745139, 77.49] [30.305, 45.91811, 7.128554, 71.72] [ 677.32321864 550.14276205 2858.73100473 322.62227384] -0.106951 2939.984716 SELL 1.439974e+04 1594.630 9.511734
2008-08-29 ['AMGN', 'ATVI', 'GENZ-201104', 'APOL-201702'] [48.18756, 14.54867, 78.3, 63.68] [45.44275, 13.67983, 80.89, 59.3] [ 518.8060985 1718.3701328 319.28480204 392.5879397 ] -0.038096 3292.076077 0 1.439974e+04 1872.540 11.343705
2008-07-31 ['ATVI', 'FLIR-202105', 'AMGN', 'QCOM'] [15.94945, 35.50577, 48.01889, 39.32532] [14.54867, 31.1133, 48.18756, 37.526] [1567.4521692 704.1109093 520.62844435 635.72273538] -0.063445 3422.458053 SELL 1.497004e+04 1849.150 11.189519
2008-06-30 ['ATVI', 'STLD', 'BIDU', 'JOY-201704'] [15.10278, 27.67483, 31.296, 67.63403] [15.94945, 22.4402, 34.715, 64.4142] [1655.32438399 903.34791578 798.82413088 369.63640936] -0.017862 3654.305304 SELL 1.497004e+04 1837.090 11.110020
2008-05-30 ['BIDU', 'BB', 'ISRG', 'AAPL'] [34.506, 138.87, 32.62104, 5.7722] [31.296, 116.9, 29.93327, 5.120515] [ 724.51167913 180.02448333 766.37654716 4331.10425834] -0.111632 3720.764305 0 1.497004e+04 2032.570 12.398616
2008-04-30 ['BIDU', 'BB', 'ISRG', 'STLD'] [36.56, 121.63, 32.13994, 24.62372] [34.506, 138.87, 32.62104, 25.50692] [ 683.80743982 205.54139604 777.84837184 1015.2812004 ] 0.034099 4188.313250 0 1.685116e+04 1917.700 11.641397
2008-03-31 ['BB', 'ISRG', 'BEAS-200804', 'STLD'] [112.23, 36.03882, 19.15, 23.34484] [121.63, 32.13994, 19.01, 24.62372] [ 222.75683863 693.69640848 1305.48302872 1070.90046451] 0.005761 4050.204814 SELL 1.629550e+04 1781.930 10.746407
2008-02-29 ['BIDU', 'BB', 'ISRG', 'FWLT-201412'] [25.133, 103.8, 31.32438, 64.68762] [23.963, 112.23, 36.03882, 55.96048] [994.70815263 240.8477842 798.10039337 386.47271302] 0.012563 4027.006807 SELL 1.629550e+04 1745.270 10.504746
2008-01-31 ['FWLT-201412', 'BIDU', 'ISRG', 'ESRX-201812'] [67.67245, 27.995, 28.22217, 33.745] [64.68762, 25.133, 31.32438, 29.55] [369.42655394 893.01661011 885.82841078 740.85049637] -0.040183 3977.041908 SELL 1.629550e+04 1841.420 11.138563
2007-12-31 ['ISRG', 'BIDU', 'FWLT-201412', 'BB'] [35.88882, 38.98, 76.60715, 113.4] [28.22217, 27.995, 67.67245, 93.88] [696.59576436 641.35454079 326.34029591 220.45855379] -0.196049 4143.543192 SELL 1.629550e+04 2084.930 12.743771
2007-11-30 ['ISRG', 'BB', 'FWLT-201412', 'AAPL'] [36.40881, 113.82, 73.63221, 5.572505] [35.88882, 113.4, 76.60715, 6.057523] [ 686.6469956 219.64505359 339.52532458 4486.31270856] 0.027367 5153.977307 SELL 1.629550e+04 2089.100 12.771259
2007-10-31 ['ISRG', 'BB', 'FWLT-201412', 'TIGO'] [36.31882, 124.51, 73.26157, 71.49203] [36.40881, 113.82, 73.63221, 72.58741] [688.34835493 200.78708537 341.24302823 349.68932901] -0.015749 5016.685212 0 1.629550e+04 2238.980 13.759262
2007-09-28 ['FWLT-201412', 'WYNN', 'BB', 'ISRG'] [64.87541, 92.86647, 98.55, 25.5555] [73.26157, 95.14746, 124.51, 36.31882] [385.35401934 269.20372875 253.67833587 978.26299622] 0.209605 5096.959700 0 1.655625e+04 2091.110 12.784509
2007-08-31 ['FWLT-201412', 'BB', 'GRMN', 'ISRG'] [58.53019, 85.41, 60.53638, 24.58662] [64.87541, 98.55, 70.98148, 25.5555] [ 427.12999907 292.70577216 412.97480953 1016.81320979] 0.118551 4213.737598 0 1.368732e+04 1988.730 12.109624
2007-07-31 ['BB', 'FWLT-201412', 'ISRG', 'AMZN'] [71.33334, 55.54043, 23.62329, 78.54] [85.41, 58.53019, 24.58662, 79.91] [ 350.46725697 450.12255037 1058.27765735 318.30914184] 0.077347 3767.138748 0 1.223665e+04 1932.060 11.736058
2007-06-29 ['BB', 'AMZN', 'TIGO', 'EXPE'] [66.66334, 68.41, 55.76719, 24.68015] [71.33334, 78.54, 48.86628, 22.42195] [ 375.01871343 365.44364859 448.29226647 1012.95980778] 0.000722 3496.680285 0 1.135813e+04 1934.100 11.749506
2007-05-31 ['MEDI-200706', 'BB', 'AMZN', 'AAPL'] [57.88, 55.36, 69.14, 3.706165] [57.97, 66.66334, 68.41, 3.732129] [ 431.92812716 451.58959538 361.58518947 6745.5172665 ] 0.050545 3494.157813 0 1.134993e+04 1928.190 11.710547
2007-04-30 ['MEDI-200706', 'AMZN', 'BB', 'TIGO'] [56.68, 61.33, 43.86, 49.44439] [57.88, 69.14, 55.36, 51.77513] [441.07268878 407.6308495 569.99544004 505.61853428] 0.114463 3326.042094 0 1.080385e+04 1867.750 11.312129
2007-03-30 ['RYAAY', 'TIGO', 'BB', 'PCAR'] [36.89463, 47.6857, 45.49667, 30.56527] [38.44323, 49.44439, 43.86, 34.971] [677.60538593 524.26618462 549.49076493 817.92177854] 0.046756 2984.434819 0 9.694221e+03 1772.360 10.683322
2007-02-28 ['RYAAY', 'TIGO', 'BB', 'PCAR'] [36.94406, 43.75449, 46.87, 28.93706] [36.89463, 47.6857, 45.49667, 30.56527] [676.69877106 571.36993255 533.39022829 863.94402196] 0.028869 2851.128350 0 9.261207e+03 1761.650 10.612722
2007-01-31 ['WYNN', 'AKAM', 'LVLT-201710', 'AEO'] [65.85999, 56.18, 93., 19.19788] [57.77337, 51.57, 98.55, 18.40933] [ 379.59313386 444.99822001 268.8172043 1302.22712091] -0.046560 2771.128975 0 9.001348e+03 1792.280 10.814634
2006-12-29 ['AKAM', 'BB', 'TIGO', 'WYNN'] [53.12, 42.59333, 37.5108, 55.31555] [56.18, 42.59333, 40.43182, 65.85999] [470.63253012 586.94635991 666.47472195 451.95247991] 0.081525 2906.453537 0 9.440918e+03 1756.900 10.581411
2006-11-30 ['BB', 'AKAM', 'TIGO', 'NVDA'] [46.27667, 48.87, 34.84536, 5.634112] [42.59333, 53.12, 37.5108, 5.637158] [ 540.22901821 511.56128504 717.45563828 4437.25648336] 0.021101 2687.365840 0 8.729264e+03 1791.250 10.807844
2006-10-31 ['BB', 'TIGO', 'AKAM', 'NVDA'] [39.16, 30.35429, 46.86, 5.311205] [46.27667, 34.84536, 48.87, 5.634112] [ 638.40653728 823.60681143 533.50405463 4707.02976067] 0.108345 2631.830553 0 8.548871e+03 1732.540 10.420831
2006-09-29 ['AKAM', 'NVDA', 'BB', 'TIGO'] [49.99, 4.506985, 34.21667, 24.90172] [46.86, 5.311205, 39.16, 30.35429] [ 500.10002 5546.94546354 730.63801942 1003.94671533] 0.119815 2374.559380 0 7.713187e+03 1654.130 9.903955
2006-08-31 ['AKAM', 'TIGO', 'NVDA', 'ATYT-200610'] [39.2, 23.74548, 4.433874, 21.48] [49.99, 24.90172, 4.506985, 21.46] [ 637.75510204 1052.83194949 5638.41011269 1163.87337058] 0.084877 2120.492071 0 6.887910e+03 1579.730 9.413514
2006-07-31 ['AKAM', 'CELG-201911', 'ATYT-200610', 'GRMN'] [39.63, 23.945, 20.12, 27.73408] [39.2, 20.345, 21.48, 27.30488] [ 630.83522584 1044.05930257 1242.54473161 901.41803875] -0.027269 1954.592940 0 6.349027e+03 1509.430 8.950099
2006-06-30 ['AMLN-201208', 'AKAM', 'EXPD', 'GRMN'] [49.37, 36.19, 46.52887, 30.78515] [48.8, 39.63, 37.77304, 27.73408] [506.38039295 690.79856314 537.3008199 812.07985019] -0.050945 2009.386921 SELL 6.527012e+03 1575.230 9.383850
2006-05-31 ['ISRG', 'AKAM', 'GRMN', 'TIGO'] [12.36553, 31.29, 27.23773, 27.47587] [12.77775, 36.19, 30.78515, 27.64626] [2021.74916886 798.97730904 917.84447529 909.88929559] 0.081594 2117.250610 0 6.527012e+03 1579.580 9.412525
2006-04-28 ['AKAM', 'JOY-201704', 'AMLN-201208', 'MWW-201610'] [33.69, 57.18609, 43.55, 57.4] [31.29, 46.78308, 45.45, 48.87] [742.05995844 437.16924868 574.05281286 435.54006969] -0.089533 1957.527882 0 6.034622e+03 1700.710 10.211009
2006-03-31 ['VIAV', 'NVDA', 'JOY-201704', 'AMLN-201208'] [18.9664, 4.360763, 52.03246, 48.95] [15.87356, 4.450628, 57.18609, 43.55] [1318.12046567 5732.94168933 480.46930704 510.72522983] -0.038433 2150.025618 0 6.628050e+03 1703.660 10.230455
2006-02-28 ['BRCM-201601', 'JOY-201704', 'AMLN-201208', 'RHT-201907'] [41.9674, 44.79477, 43.38, 26.87] [40.16216, 52.03246, 48.95, 27.98] [595.70047227 558.10086758 576.30244352 930.40565687] 0.072067 2235.960282 0 6.892967e+03 1670.570 10.012327
2006-01-31 ['JOY-201704', 'CELG-201911', 'RHT-201907', 'BRCM-201601'] [46.94936, 17.7875, 28.87, 42.3086] [44.79477, 19., 26.87, 41.9674] [ 532.48862178 1405.48137737 865.95081399 590.8964135 ] -0.013767 2085.652837 0 6.429603e+03 1710.750 10.277192
2005-12-30 ['SNDK-201605', 'RHT-201907', 'ESRX-201812', 'CELG-201911'] [60.79138, 27.26, 20.95, 16.2] [65.18477, 28.87, 22.8225, 17.7875] [ 411.24251497 917.09464417 1193.31742243 1543.20987654] 0.079676 2114.766060 0 6.519352e+03 1645.200 9.845089
2005-11-30 ['ESRX-201812', 'AAPL', 'CELG-201911', 'SNDK-201605'] [21.115, 2.074017, 15.23, 49.41114] [20.95, 2.198482, 16.2, 60.79138] [ 1183.99242245 12053.90312616 1641.49704531 505.95877772] 0.086551 1958.704267 0 6.038249e+03 1672.560 10.025445
2005-10-31 ['SNDK-201605', 'ESRX-201812', 'CELG-201911', 'AAPL'] [56.97861, 18.8525, 14.025, 1.761171] [49.41114, 21.115, 15.23, 2.074017] [ 438.76114212 1326.08407373 1782.5311943 14195.10087323] 0.062688 1802.680224 SELL 5.557261e+03 1579.180 9.409888
2005-09-30 ['SNDK-201605', 'AAPL', 'ESRX-201812', 'CELG-201911'] [46.68221, 1.639458, 15.55, 13.58] [56.97861, 1.761171, 18.8525, 14.025] [ 535.535914 15248.9420284 1607.7170418 1840.94256259] 0.134988 1696.340313 0 5.557261e+03 1601.660 9.558075
2005-08-31 ['AAPL', 'SIRI', 'ESRX-201812', 'MRVL'] [1.433952, 6.202484, 14.465, 20.40767] [1.639458, 5.895966, 15.55, 19.94062] [17434.33531945 4030.64320682 1728.3097131 1225.02960897] 0.036505 1494.588878 0 4.896318e+03 1581.710 9.426566
2005-07-29 ['SIRI', 'AAPL', 'MRVL', 'SHLDQ'] [6.148393, 1.304288, 18.89407, 104.0887] [6.202484, 1.433952, 20.40767, 91.47147] [ 4066.10312646 19167.5458181 1323.16647498 240.17976975] 0.016776 1441.951008 0 4.723874e+03 1605.140 9.581015
2005-06-30 ['SIRI', 'AAPL', 'SHLDQ', 'ADSK'] [5.841875, 1.125694, 100.9041, 34.34] [6.148393, 1.304288, 104.0887, 34.19] [ 4279.44795121 22208.52203174 247.76000182 728.01397787] 0.059579 1418.159654 0 4.645933e+03 1493.520 8.845221
2005-05-31 ['SHLDQ', 'AAPL', 'ADSK', 'SIRI'] [98.64187, 1.215908, 39.58, 5.418159] [100.9041, 1.125694, 34.34, 5.841875] [ 253.44207282 20560.76611059 631.63213744 4614.11339165] -0.026362 1338.418664 0 4.384699e+03 1542.630 9.168952
2005-04-29 ['SHLDQ', 'AAPL', 'MCIP-200601', 'CTSH'] [91.05404, 1.102758, 20.69236, 9.903784] [98.64187, 1.215908, 19.98259, 11.31592] [ 274.562227 22670.43177198 1208.17538454 2524.2876864 ] 0.073556 1374.657431 SELL 4.503419e+03 1420.790 8.365788
2005-03-31 ['AAPL', 'SHLDQ', 'CTSH', 'MCIP-200601'] [1.274318, 89.66035, 10.89157, 19.42102] [1.102758, 91.05404, 9.903784, 20.69236] [19618.3370242 278.83005141 2295.35319518 1287.26503551] -0.036079 1280.471078 0 4.503419e+03 1482.530 8.772775
2005-02-28 ['AAPL', 'CTSH', 'SHLDQ', 'WYNN'] [1.371872, 11.09903, 65.62434, 39.49478] [1.274318, 10.89157, 89.66035, 37.38125] [18223.27447459 2252.44908789 380.95621228 632.9950439 ] 0.055738 1328.398162 0 4.671978e+03 1511.020 8.960580
2005-01-31 ['AAPL', 'SHLDQ', 'SIRI', 'ADSK'] [1.175847, 63.40926, 5.968088, 29.35486] [1.371872, 65.62434, 5.021488, 29.70468] [21261.26953592 394.2641816 4188.94627559 851.64773397] 0.013737 1258.265383 0 4.425321e+03 1519.630 9.017337
2004-12-31 ['SIRI', 'SHLDQ', 'ADSK', 'AAPL'] [6.869611, 66.6208, 37.93044, 0.9847144] [5.968088, 63.40926, 29.35486, 1.175847] [ 3639.21625257 375.25817763 659.101239 25388.07191202] -0.052857 1241.214399 0 4.365353e+03 1621.120 9.686355
2004-11-30 ['SHLDQ', 'AAPL', 'BB', 'VRSN'] [69.23312, 1.025235, 29.65667, 27.93707] [66.6208, 0.9847144, 27.47333, 28.53148] [ 361.0988498 24384.65327462 842.98068529 894.8683595 ] -0.032400 1310.482314 0 4.608968e+03 1571.500 9.359262
2004-10-29 ['BB', 'SHLDQ', 'AAPL', 'VRSN'] [29.4, 61.96845, 0.8012273, 22.78272] [29.65667, 69.23312, 1.025235, 27.93707] [ 850.34013605 403.43110083 31202.1320292 1097.32288331] 0.157946 1354.363436 0 4.763298e+03 1486.720 8.800396
2004-09-30 ['BB', 'SHLDQ', 'NLOK', 'AAPL'] [25.44667, 58.89157, 10.67459, 0.5925106] [29.4, 61.96845, 11.07527, 0.8012273] [ 982.44681917 424.50897471 2342.01032546 42193.33797573] 0.149350 1169.626188 0 4.113577e+03 1412.740 8.312722
2004-08-31 ['SHLDQ', 'BB', 'QCOM', 'AAPL'] [51.58651, 20.07333, 25.94779, 0.5273727] [58.89157, 25.44667, 26.62291, 0.5925106] [ 484.62282097 1245.43361764 963.47318982 47404.80498896] 0.139706 1017.641877 0 3.579048e+03 1368.680 8.022281
2004-07-30 ['BB', 'AABA-201910', 'SBUX', 'QCOM'] [20.55667, 8.396045, 9.610407, 23.55505] [20.07333, 7.771794, 8.843456, 25.94779] [1216.15028115 2977.59242596 2601.34664432 1061.34353355] -0.019022 892.898222 SELL 3.140324e+03 1400.390 8.231312
2004-06-30 ['BB', 'AABA-201910', 'BRCM-201601', 'WFM-201708'] [22.81667, 9.922599, 28.90881, 19.91711] [20.55667, 8.396045, 21.93596, 17.20451] [1095.69012481 2519.50119117 864.78827735 1255.20218546] -0.157573 910.211959 0 3.140324e+03 1516.640 8.997627
2004-05-31 ['BB', 'PRDO', 'AABA-201910', 'NLOK'] [19.98833, 67.97, 8.357882, 8.889006] [22.81667, 45.56, 9.922599, 8.515551] [1250.72980084 367.80932764 2991.18843745 2812.4629458 ] -0.010751 1080.464085 0 3.727712e+03 1466.220 8.665260
2004-04-30 ['BB', 'PRDO', 'NLOK', 'QCOM'] [14.51667, 63.98, 8.762575, 21.22597] [19.98833, 67.97, 8.889006, 22.82672] [1722.15804313 390.74710847 2853.04262731 1177.80247499] 0.132282 1092.206207 0 3.768223e+03 1401.360 8.237706
2004-03-31 ['BB', 'JNPR', 'ATYT-200610', 'NLOK'] [15.555, 21.71284, 16.36, 9.00571] [14.51667, 18.25814, 14.57, 8.762575] [1607.20025715 1151.39244797 1528.11735941 2776.0165495 ] -0.090568 964.605964 0 3.327989e+03 1438.410 8.481938
2004-02-27 ['BB', 'JNPR', 'BRCM-201601', 'SANM'] [16.48333, 21.58767, 25.06257, 76.14] [15.555, 21.71284, 24.20027, 66.24] [1516.68382542 1158.06847149 997.50344837 328.34252692] -0.053738 1060.668557 0 3.659415e+03 1470.380 8.692683
2004-01-30 ['BB', 'ATYT-200610', 'JNPR', 'SANM'] [14.50333, 16.32, 24.05769, 78.3] [16.48333, 15.6, 21.58767, 76.14] [1723.74206475 1531.8627451 1039.16876475 319.28480204] -0.009464 1120.903276 0 3.867231e+03 1493.080 8.842320
2003-12-31 ['BB', 'SNDK-201605', 'SANM', 'ATYT-200610'] [11.13833, 29.61185, 75.60001, 15.12] [14.50333, 26.27326, 78.3, 16.32] [2244.50164432 844.25660673 330.68778695 1653.43915344] 0.076111 1131.612342 0 3.904178e+03 1467.920 8.676467
2003-11-28 ['SNDK-201605', 'SANM', 'AMZN', 'AABA-201910'] [39.10506, 73.14, 53.97, 5.859513] [29.61185, 75.60001, 52.62, 6.137563] [ 639.30345587 341.81022696 463.22030758 4266.5661805 ] -0.046672 1051.575832 0 3.628044e+03 1424.250 8.388596
2003-10-31 ['AABA-201910', 'AMZN', 'CTXS', 'SANM'] [5.957648, 54.43, 19.21469, 63.18] [5.859513, 53.97, 18.36732, 73.14] [4196.28685683 459.30553004 1301.08786559 395.69484014] 0.022155 1103.057906 0 3.805663e+03 1416.390 8.336783
2003-09-30 ['SANM', 'CTXS', 'AMZN', 'JNPR'] [57.96, 16.89396, 48.43, 12.51701] [63.18, 19.21469, 54.43, 15.02041] [ 431.33195307 1479.81882282 516.20896139 1997.28209852] 0.137831 1079.148986 0 3.723174e+03 1303.700 7.593935
2003-08-29 ['ERIC', 'JNPR', 'SANM', 'MWW-201610'] [4.919756, 14.36118, 54.06, 27.24] [4.671862, 12.51701, 57.96, 25.22] [5081.55282498 1740.80402864 462.4491306 917.76798825] -0.045204 948.426736 0 3.272169e+03 1341.200 7.841134
2003-07-31 ['AABA-201910', 'MWW-201610', 'AMZN', 'SANM'] [4.243001, 26.55, 41.64, 47.82] [4.551038, 27.24, 46.32, 54.06] [5892.05611783 941.61958569 600.38424592 522.79381012] 0.085367 993.328822 0 3.427086e+03 1276.940 7.417535
2003-06-30 ['CTXS', 'NXTL-200508', 'AMZN', 'NVDA'] [15.54275, 18.07, 36.32, 1.744762] [13.88618, 18.26, 41.64, 1.453841] [ 1608.46697013 1383.50857775 688.32599119 14328.60183796] -0.029083 915.200697 0 3.157536e+03 1201.690 6.921490
2003-05-30 ['NXTL-200508', 'CTXS', 'VRSN', 'GENZ-201104'] [14.99, 16.63441, 12.72028, 47.39] [18.07, 15.54275, 11.70979, 41.86] [1667.77851901 1502.90872956 1965.36554227 527.53745516] -0.014072 942.614456 0 3.252116e+03 1197.890 6.896440
2003-04-30 ['NXTL-200508', 'CTXS', 'EBAY', 'AABA-201910'] [14.76, 14.50453, 9.350707, 3.376137] [14.99, 16.63441, 10.23032, 4.067175] [1693.76693767 1723.59945479 2673.59462766 7404.91277457] 0.115294 956.067975 0 3.298532e+03 1106.060 6.291101
2003-03-31 ['NXTL-200508', 'AABA-201910', 'AMZN', 'EBAY'] [13.39, 3.273912, 26.03, 8.585822] [14.76, 3.376137, 28.69, 9.350707] [1867.06497386 7636.12461178 960.43027276 2911.77711348] 0.081204 857.233795 0 2.957544e+03 1018.660 5.714964
2003-02-28 ['NXTL-200508', 'EBAY', 'AMZN', 'APOL-201702'] [14.08, 7.892395, 22.01, 46.34] [13.39, 8.585822, 26.03, 49.9] [1775.56818182 3167.60628428 1135.84734212 539.49072076] 0.074581 792.851106 0 2.735417e+03 1009.740 5.656163
2003-01-31 ['NXTL-200508', 'PIXR-200605', 'CTXS', 'AMZN'] [12.62, 27.495, 10.53487, 21.85] [14.08, 26.995, 9.160759, 22.01] [1980.98256735 909.25622841 2373.07152343 1144.16475973] -0.006402 737.823801 SELL 2.545568e+03 983.050 5.480224
2002-12-31 ['NXTL-200508', 'BEAS-200804', 'CTXS', 'PIXR-200605'] [11.55, 11.47, 9.405046, 26.495] [12.62, 11.46, 10.53487, 27.495] [2164.5021645 2179.59895379 2658.14755186 943.57425929] 0.062410 742.577716 SELL 2.545568e+03 984.360 5.488860
2002-11-29 ['AMZN', 'NXTL-200508', 'NLOK', 'AABA-201910'] [23.35, 13.75, 4.252913, 2.490191] [18.89, 11.55, 3.939755, 2.228496] [ 1070.66381156 1818.18181818 5878.32386884 10039.39055277] -0.132433 698.955653 0 2.545568e+03 1116.100 6.357284
2002-10-31 ['AMZN', 'NXTL-200508', 'SBUX', 'APOL-201702'] [19.36, 11.28, 4.875763, 41.5] [23.35, 13.75, 4.44627, 41.25] [1291.32231405 2216.31205674 5127.40262396 602.40963855] 0.082739 805.650002 0 2.934144e+03 989.540 5.523006
2002-09-30 ['NXTL-200508', 'AMZN', 'APOL-201702', 'ESRX-201812'] [7.55, 15.93, 43.43, 6.815] [11.28, 19.36, 41.5, 6.79375] [3311.25827815 1569.36597615 575.63895924 3668.37857667] 0.165450 744.085273 SELL 2.709928e+03 832.520 4.487937
2002-08-30 ['AMZN', 'APOL-201702', 'QLGC-201608', 'NLOK'] [14.94, 41.83, 16.775, 2.781461] [15.93, 43.43, 13.02, 3.270648] [1673.3601071 597.65718384 1490.31296572 8988.08216258] 0.014136 638.453289 0 2.709928e+03 942.380 5.212129
2002-07-31 ['APOL-201702', 'NLOK', 'AMZN', 'INTU'] [39.25, 3.261895, 14.46, 19.86764] [41.83, 2.781461, 14.94, 20.16127] [ 636.94267516 7664.25651347 1728.90733057 1258.32761214] -0.008395 629.553879 SELL 2.672154e+03 962.110 5.342189
2002-06-28 ['INTU', 'DLTR', 'APOL-201702', 'SBUX'] [22.46064, 13.13667, 39.42, 5.082328] [19.86764, 10.4, 39.25, 4.014732] [1113.05822096 1903.06980384 634.19583968 4919.00562105] -0.134536 634.883721 SELL 2.672154e+03 1051.410 5.930850
2002-05-31 ['MCHP', 'AMZN', 'NLOK', 'SPLS-201709'] [8.862628, 18.23, 3.342616, 10.11728] [8.130499, 16.25, 3.19479, 9.454956] [2820.83373013 1371.36588042 7479.17200181 2471.01987886] -0.075228 733.575762 SELL 2.672154e+03 1208.340 6.965326
2002-04-30 ['MCHP', 'APOL-201702', 'ESRX-201812', 'IMNX-200207'] [8.793467, 38.34, 7.90125, 27.14] [8.862628, 34.48, 6.60625, 25.24] [2843.01970997 652.06051122 3164.0563202 921.14959469] -0.081680 793.249979 SELL 2.672154e+03 1277.070 7.418392
2002-03-29 ['IMNX-200207', 'APOL-201702', 'PCAR', 'ESRX-201812'] [30.26, 35.70179, 7.523572, 7.19875] [27.14, 38.34, 7.344758, 7.90125] [ 826.1731659 700.24500172 3322.88971249 3472.82514325] 0.011152 863.805290 0 2.672154e+03 1452.810 8.576862
2002-02-28 ['GILD', 'IMNX-200207', 'PCAR', 'NLOK'] [3.510416, 28.74, 7.39203, 3.506975] [3.586145, 30.26, 7.523572, 4.007833] [7121.66307355 869.8677801 3382.0209063 7128.65076027] 0.058768 854.278263 0 2.642683e+03 1359.220 7.959921
2002-01-31 ['NVDA', 'AMZN', 'NLOK', 'SEBL-200601'] [5.006576, 14.19, 3.824996, 35.28888] [3.88478, 14.1, 3.506975, 27.68069] [4993.4326374 1761.80408739 6535.9545474 708.4384656 ] -0.132287 806.860408 SELL 2.495997e+03 1550.170 9.218655
2001-12-31 ['NVDA', 'NTAP', 'PSFT-200501', 'NLOK'] [5.094919, 17.6281, 40.2, 3.225425] [5.006576, 14.46842, 32.49, 3.824996] [4906.84935325 1418.19027575 621.89054726 7750.91654588] -0.050621 929.869929 0 2.495997e+03 1577.050 9.395847
2001-11-30 ['NVDA', 'EBAY', 'GILD', 'DELL-201310'] [4.161231, 6.850744, 3.597604, 26.76448] [5.094919, 6.732992, 3.274263, 26.04577] [6007.8375846 3649.23868123 6949.06943621 934.07381724] 0.022615 979.450337 0 2.629083e+03 1596.050 9.521094
2001-10-31 ['NVDA', 'GILD', 'CHIR-200604', 'EBAY'] [3.264099, 3.133766, 53.82, 5.281725] [4.161231, 3.597604, 43.4, 6.850744] [7659.08141879 7977.6218135 464.51133408 4733.30209354] 0.131580 957.789979 0 2.570941e+03 1364.780 7.996572
2001-09-28 ['PCAR', 'BMET-200709', 'CE-200402', 'GENZ-201104'] [4.97578, 28.38904, 24.475, 45.42] [5.356036, 29.60224, 27.37, 53.95] [5024.33789275 880.62153563 1021.45045965 550.41831792] 0.106311 846.418534 SELL 2.271993e+03 1168.370 6.701846
2001-08-31 ['CTXS', 'PCAR', 'GENZ-201104', 'MCHP'] [25.15392, 5.607512, 56.64, 7.052557] [15.11525, 4.97578, 45.42, 5.29584] [ 993.88087423 4458.30521629 441.38418079 3544.81360448] -0.239733 765.082104 SELL 2.271993e+03 1469.700 8.688200
2001-07-31 ['CE-200402', 'BBBY', 'CTXS', 'PCAR'] [28.69, 28.10094, 25.55088, 5.936177] [26.235, 25.15396, 25.15392, 5.607512] [ 871.38375741 889.64995477 978.43988152 4211.46471879] -0.065336 1006.332922 SELL 2.271993e+03 1683.610 10.098286
2001-06-29 ['PSFT-200501', 'CTXS', 'QLGC-201608', 'BIIB'] [49.23, 26.64254, 32.225, 62.34932] [43.67, 25.55088, 19.205, 49.72102] [507.82043469 938.34897123 775.79519007 400.96668256] -0.190122 1076.678697 SELL 2.271993e+03 1832.750 11.081411
2001-05-31 ['PSFT-200501', 'NVDA', 'CE-200402', 'GENZ-201104'] [40.35, 3.25991, 25.35, 53.47] [49.23, 3.531791, 26.005, 61.] [ 619.57868649 7668.92337519 986.19329389 467.55189826] 0.117535 1329.433533 0 2.271993e+03 1799.890 10.864799
2001-04-30 ['PSFT-200501', 'GENZ-201104', 'BIIB', 'BMET-200709'] [37.04, 54.485, 45.31816, 27.56348] [40.35, 53.47, 56.73981, 28.8149] [674.94600432 458.84188309 551.65523049 906.99722967] 0.092042 1189.612268 0 2.033039e+03 1855.150 11.229071
2001-03-30 ['EA', 'GENZ-201104', 'CE-200402', 'BMET-200709'] [26.9185, 45.165, 20.21875, 25.40936] [28.09447, 54.485, 23.275, 27.56348] [ 928.72931255 553.52596037 1236.47604328 983.88940139] 0.121494 1089.346684 SELL 1.861686e+03 1573.250 9.370798
2001-02-28 ['CE-200402', 'EA', 'GENZ-201104', 'BIIB'] [23.125, 24.80967, 43.96875, 51.92706] [20.21875, 26.9185, 45.165, 36.84403] [1081.08108108 1007.67160547 568.58564321 481.44454934] -0.075984 971.335142 SELL 1.861686e+03 1908.320 11.579565
2001-01-31 ['CE-200402', 'PSFT-200501', 'BBBY', 'FISV'] [21.91405, 41., 23.15952, 8.635417] [23.125, 32.25, 21.47024, 8.25] [1140.82061508 609.75609756 1079.4696954 2895.05417052] -0.068932 1051.209803 0 1.861686e+03 2593.000 16.092947
2000-12-29 ['CE-200402', 'CHKP', 'CIEN', 'GENZ-201104'] [21.96875, 89.04134, 568.75, 44.96875] [21.91405, 101.6667, 630.4375, 43.28125] [1137.98008535 280.76846103 43.95604396 555.94162613] 0.052559 1129.036778 SELL 1.999517e+03 2341.700 14.436388
2000-11-30 ['PAYX', 'CIEN', 'SBUX', 'GENZ-201104'] [31.3137, 531.5625, 4.659227, 43.90625] [26.19576, 568.75, 4.525011, 44.96875] [ 798.3725973 47.03115814 5365.69692784 569.39501779] -0.024522 1072.658467 SELL 1.999517e+03 2506.540 15.523006
2000-10-31 ['CIEN', 'JNPR', 'NTAP', 'ITWO-201001'] [735.875, 162.7211, 95.91879, 2125.] [531.5625, 103.9955, 39.79824, 1206.25] [ 33.9731612 153.63711283 260.63714941 11.76470588] -0.413995 1099.623794 SELL 1.999517e+03 3282.300 20.636783
2000-09-29 ['NTAP', 'CIEN', 'AMCC-201701', 'ITWO-201001'] [102.6694, 859.684, 414.124, 2338.275] [95.91879, 735.875, 305.75, 2125.] [243.50001071 29.08045282 60.36839208 10.69164234] -0.140668 1876.475004 SELL 1.999517e+03 3570.610 22.537310
2000-08-31 ['SDLI-200102', 'ITWO-201001', 'AMCC-201701', 'NTAP'] [397.312, 2114.85, 405.876, 94.30671] [309.312, 2338.275, 414.124, 102.6694] [ 62.92284149 11.82116935 61.595167 265.09248388] -0.001711 2183.644308 0 1.999517e+03 4077.590 25.879301
2000-07-31 ['SDLI-200102', 'ITWO-201001', 'AMCC-201701', 'NTAP'] [347.062, 1621.875, 298.5, 69.47059] [397.312, 2114.85, 405.876, 94.30671] [ 72.03323902 15.41425819 83.7520938 359.86451245] 0.291491 2187.387849 0 2.002945e+03 3609.350 22.792683
2000-06-30 ['SDLI-200102', 'BVSN-202005', 'ITWO-201001', 'SEBL-200601'] [285.188, 11367., 1303.125, 81.54734] [347.062, 8127., 1621.875, 72.29285] [ 87.66147243 2.19934899 19.18465228 306.57039212] 0.015760 1693.691677 0 1.550878e+03 3763.790 23.810745
2000-05-31 ['SDLI-200102', 'VRTS-200507', 'PMCS-201601', 'ITWO-201001'] [226.562, 116.5, 153.25, 1329.688] [285.188, 113.016, 177.6875, 1303.125] [110.34507111 214.59227468 163.13213703 18.80140304] 0.092086 1667.412744 SELL 1.526815e+03 3324.080 20.912195
2000-04-28 ['AMCC-201701', 'PMCS-201601', 'SDLI-200102', 'ITWO-201001'] [257.75, 191.875, 195., 1615.625] [198.5, 153.25, 226.562, 1329.688] [ 96.99321048 130.29315961 128.20512821 15.47388781] -0.111576 1526.814914 0 1.526815e+03 3773.180 23.872643
2000-03-31 ['AMCC-201701', 'PMCS-201601', 'SDLI-200102', 'VRTS-200507'] [300.125, 203.6875, 212.875, 131.] [257.75, 191.875, 195., 107.266] [ 83.29862557 122.7370359 117.4398121 190.83969466] -0.116082 1718.564966 0 1.718565e+03 4397.840 27.990376
2000-02-29 ['AMCC-201701', 'ITWO-201001', 'BVSN-202005', 'PMCS-201601'] [275.0625, 2043.75, 18925.11, 193.0625] [300.125, 1526.562, 10026., 203.6875] [ 90.88843445 12.2324159 1.32099628 129.4917449 ] -0.144284 1944.259167 0 1.944259e+03 4266.940 27.127488
2000-01-31 ['QCOM', 'CNXT-201104', 'VIAV', 'SDLI-200102'] [42.83672, 303.6601, 463.7842, 129.5938] [48.04374, 353.0722, 599.5225, 205.] [583.61144364 82.32889339 53.90438053 192.91046331] 0.289705 2272.084859 0 2.272085e+03 3570.050 22.533619
1999-12-31 ['QCOM', 'BVSN-202005', 'SDLI-200102', 'ITWO-201001'] [59.40644, 12751.72, 109., 1218.75] [42.83672, 9539.046, 129.5938, 1203.906] [420.82979556 1.96051984 229.35779817 20.51282051] -0.088527 1761.709593 0 1.761710e+03 3707.830 23.441859
1999-11-30 ['QCOM', 'RNWK', 'VIAV', 'CNXT-201104'] [30.55173, 187.5246, 260.1058, 212.9214] [59.40644, 161.7316, 366.8487, 238.5259] [818.28426737 133.31584229 96.11473485 117.41421952] 0.334386 1932.815712 0 1.932816e+03 2966.710 18.556427
1999-10-29 ['QCOM', 'VIAV', 'VSTR-200105', 'STCN'] [18.78323, 189.7493, 98.01489, 471.2632] [30.55173, 260.1058, 91.56328, 634.3616] [1330.97449161 131.75279171 255.06328681 53.04891195] 0.319399 1448.467810 0 1.448468e+03 2637.440 16.385893
1999-09-30 ['QCOM', 'STCN', 'EYE-200505', 'CNET-200806'] [15.9531, 441.3887, 79.125, 56.] [18.78323, 471.2632, 62.5625, 47.1875] [1567.09354295 56.63942008 315.95576619 446.42857143] -0.030400 1097.824254 0 1.097824e+03 2407.900 14.872775
1999-08-31 ['QCOM', 'EYE-200505', 'STCN', 'VIAV'] [16.20607, 90.5, 361.4543, 120.601] [15.9531, 79.125, 441.3887, 129.4133] [1542.63186571 276.24309392 69.16503691 207.29513022] 0.038229 1132.244677 0 1.132245e+03 2396.870 14.800066
1999-07-30 ['STCN', 'EYE-200505', 'QCOM', 'ATML-201604'] [396.9807, 101.25, 13.15458, 7.350841] [361.4543, 90.5, 16.20607, 9.693247] [ 62.97535371 246.91358025 1900.47876861 3400.97139905] 0.088741 1090.553810 0 1.090554e+03 2270.930 13.969875
1999-06-30 ['STCN', 'QCOM', 'CNET-200806', 'IMNX-200207'] [491.1795, 12.10053, 57.625, 21.23958] [396.9807, 13.15458, 40., 18.8125] [ 50.89788967 2066.02520716 433.83947939 1177.04775706] -0.131200 1001.664691 0 1.001665e+03 2296.770 14.140211
1999-05-31 ['STCN', 'QCOM', 'IMNX-200207', 'AABA-201910'] [446.2332, 8.200534, 21.6875, 10.08616] [491.1795, 12.10053, 21.23958, 11.73879] [ 56.02451812 3048.5819582 1152.73775216 2478.64400327] 0.179875 1152.929452 0 1.152929e+03 2089.700 12.775214
1999-04-30 ['STCN', 'AMZN', 'AABA-201910', 'QCOM'] [548.1025, 86.03125, 11.9049, 8.432425] [446.2332, 59.375, 10.08616, 8.200534] [ 45.61190653 290.59208137 2099.97564028 2964.7462029 ] -0.168994 977.162376 0 9.771624e+02 2136.390 13.082993
1999-03-31 ['AMZN', 'STCN', 'AABA-201910', 'ATHMA-200109'] [86.09375, 394.1547, 11.47471, 78.75] [86.03125, 548.1025, 11.9049, 71.96875] [ 290.38112523 63.42687275 2178.70429841 317.46031746] 0.085308 1175.878220 0 1.175878e+03 2106.390 12.885234
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'INTU'] [64.0625, 10.46098, 77.4375, 14.89809] [86.09375, 11.47471, 97.625, 15.3216] [ 390.24390244 2389.83345729 322.84100081 1678.06745697] 0.182482 1083.451590 0 1.083452e+03 1925.280 11.691365
1999-01-29 ['AABA-201910', 'AMZN', 'NSCP-199903', 'IMNX-200207'] [12.07102, 58.46875, 73.8125, 13.01042] [10.46098, 64.0625, 77.4375, 11.79167] [2071.07601512 427.57883485 338.69602032 1921.53673748] -0.020568 916.251785 0 9.162518e+02 2127.190 13.022347
1998-12-31 ['AMZN', 'AABA-201910', 'NSCP-199903', 'IMNX-200207'] [53.54167, 8.073611, 60.75, 10.48438] [58.46875, 12.07102, 73.8125, 13.01042] [ 466.92604097 3096.5078699 411.52263374 2384.49960799] 0.260774 935.493444 0 9.354934e+02 1836.010 11.102900
1998-11-30 ['AABA-201910', 'WWWW-200709', 'DELL-201310', 'NOVL-201104'] [6.542373, 227.5, 29.13739, 16.5625] [8.073611, 173.125, 35.06669, 18.125] [3821.24345402 109.89010989 858.00409714 1509.43396226] 0.073218 741.999043 0 7.419990e+02 1557.960 9.270007
1998-10-30 ['AABA-201910', 'DELL-201310', 'WWWW-200709', 'BGEN-200311'] [4.459547, 31.38334, 209.375, 34.75] [6.542373, 29.13739, 227.5, 37.9375] [5605.95055955 796.60099913 119.40298507 719.42446043] 0.143444 691.377665 0 6.913777e+02 1400.520 8.232169
1998-09-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'PAYX'] [4.412694, 31.50312, 0.291477, 12.13888] [4.459547, 31.38334, 0.2838317, 11.73376] [ 5665.47329137 793.57219221 85770.06075951 2059.4980756 ] -0.013197 604.644770 0 6.046448e+02 1345.480 7.869347
1998-08-31 ['DELL-201310', 'CTXS', 'CSCO', 'PAYX'] [23.95675, 10.99768, 9.868285, 8.945989] [31.50312, 13.55029, 11.17527, 12.13888] [1043.54722573 2273.20671269 2533.36826004 2794.54848424] 0.259114 612.730927 0 6.127309e+02 1140.340 6.517073
1998-07-31 ['DELL-201310', 'TCOMA-199903', 'MCIC-199809', 'SPLS-201709'] [26.02302, 41.75, 64.75, 10.51884] [23.95675, 33., 50., 8.679041] [ 960.68788327 598.80239521 386.1003861 2376.68792376] -0.172922 486.636706 0 4.866367e+02 1377.260 8.078840
1998-06-30 ['DELL-201310', 'TCOMA-199903', 'CTXS', 'FORE-199906'] [22.23486, 38.4375, 13.04931, 26.5] [26.02302, 41.75, 12.15471, 23.8125] [1124.36057614 650.40650407 1915.81010797 943.39622642] 0.021645 588.380456 0 5.883805e+02 1337.340 7.815689
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'CTXS', 'CPWR-201412'] [19.73437, 34.3125, 9.95994, 20.80565] [22.23486, 38.4375, 13.04931, 23.15514] [1266.82534076 728.59744991 2510.05528146 1201.59668167] 0.167508 575.914960 0 5.759150e+02 1192.070 6.858075
1998-04-30 ['DELL-201310', 'CTXS', 'AFM-200008', 'IMNX-200207'] [19.34507, 11.8565, 47.4375, 5.71875] [19.73437, 9.95994, 41.8125, 5.145833] [1292.31892157 2108.54805381 527.00922266 4371.58469945] -0.089649 493.285760 0 4.932858e+02 1248.120 7.227554
1998-03-31 ['CTXS', 'DELL-201310', 'RXSD-200007', 'CPWR-201412'] [10.34164, 16.2307, 34.0625, 22.36254] [11.8565, 19.34507, 31.9375, 22.13608] [2417.41155175 1540.29093015 733.94495413 1117.94098524] 0.066463 541.863082 0 5.418631e+02 1220.660 7.046539
1998-02-27 ['DELL-201310', 'CTXS', 'AFM-200008', 'RXSD-200007'] [16.75475, 8.027592, 44.75, 37.] [16.2307, 10.34164, 45.875, 34.0625] [1492.11417658 3114.25892098 558.65921788 675.67567568] 0.050683 508.093777 0 5.080938e+02 1194.130 6.871655
1998-01-30 ['CTXS', 'DELL-201310', 'CPWR-201412', 'TCOMA-199903'] [8.747252, 11.91099, 17.66358, 28.] [8.027592, 16.75475, 19.07893, 29.0625] [2858.04044516 2098.90193846 1415.34162384 892.85714286] 0.110616 483.584292 0 4.835843e+02 1071.130 6.060844
1997-12-31 ['TCOMA-199903', 'DELL-201310', 'GNCI-199908', 'PAYX'] [27.9375, 10.06183, 34., 7.905373] [28., 11.91099, 36.0625, 7.479959] [ 894.85458613 2484.63748642 735.29411765 3162.40612556] 0.048216 435.419790 0 4.354198e+02 990.800 5.531312
1997-11-28 ['DELL-201310', 'CPWR-201412', 'GNCI-199908', 'QCOM'] [10.08429, 15.82362, 34.125, 2.745147] [10.06183, 14.49319, 34., 2.046198] [2479.10363546 1579.91660568 732.6007326 9106.98042764] -0.086145 415.391153 0 4.153912e+02 1050.510 5.924918
1997-10-31 ['DELL-201310', 'QMCO', 'CPWR-201412', 'TCOMA-199903'] [9.597672, 213.125, 14.97441, 22.9375] [10.08429, 179.4294, 15.82362, 22.90625] [2604.79833026 117.30205279 1669.51485902 1089.91825613] -0.013013 454.548403 0 4.545484e+02 1019.620 5.721292
1997-09-30 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC'] [11.60405, 258.1929, 8.926508, 18.49136] [9.597672, 213.125, 6.255585, 12.02537] [2154.42022397 96.82682986 2800.64724078 1351.98276384] -0.249086 460.541487 0 4.605415e+02 1097.170 6.232498
1997-08-29 ['QMCO', 'DELL-201310', 'AMAT', 'KLAC'] [236.2908, 9.829752, 8.844506, 19.39796] [258.1929, 11.60405, 8.926508, 18.49136] [ 105.80183401 2543.29915953 2826.61349317 1288.79531662] 0.058932 613.307763 0 6.133078e+02 1074.170 6.080883
1997-07-31 ['DELL-201310', 'AMAT', 'QMCO', 'CPWR-201412'] [10.24151, 8.610214, 195.856, 14.01197] [9.829752, 8.844506, 236.2908, 13.98366] [2441.04629103 2903.5282979 127.64480026 1784.18880429] 0.047859 579.175672 0 5.791757e+02 1107.030 6.297495
1997-06-30 ['DELL-201310', 'AMAT', 'QMCO', 'KLAC'] [7.033551, 6.636308, 136.8886, 13.34251] [10.24151, 8.610214, 195.856, 16.57551] [3554.3923688 3767.15486985 182.63025555 1873.7104188 ] 0.356653 552.722723 0 5.527227e+02 957.300 5.310481
1997-05-30 ['DELL-201310', 'ALTR-201512', 'FORT-199708', 'CPWR-201412'] [6.737835, 11.95488, 46., 10.5019] [7.033551, 11.39097, 50.625, 10.81328] [3710.39065219 2091.19623116 543.47826087 2380.5216199 ] 0.031728 407.416456 0 4.074165e+02 958.850 5.320699
1997-04-30 ['DELL-201310', 'MSFT', 'MFE-201102', 'ALTR-201512'] [5.015944, 9.568385, 37.16667, 11.1654] [6.737835, 9.765265, 43.83334, 11.95488] [4984.10668062 2612.77112073 672.64567958 2239.05995307] 0.153485 394.887431 0 3.948874e+02 874.740 4.766249
1997-03-31 ['DELL-201310', 'CPWR-201412', 'AN', 'QMCO'] [4.050187, 7.10506, 31.36972, 130.1495] [5.015944, 8.548718, 22.34246, 140.6794] [6172.5545018 3518.61912496 796.94686468 192.0867925 ] 0.058693 342.342955 0 3.423430e+02 797.060 4.254186
1997-02-28 ['DELL-201310', 'CPWR-201412', 'QMCO', 'INTC'] [4.259809, 7.048446, 133.9402, 10.73575] [4.050187, 7.10506, 130.1495, 10.52766] [5868.80773293 3546.88111394 186.65046043 2328.66823464] -0.022215 323.363831 0 3.233638e+02 850.460 4.606196
1997-01-31 ['DELL-201310', 'CPWR-201412', 'INTC', 'AN'] [3.96035, 7.727815, 12.27754, 37.80164] [4.259809, 7.048446, 10.73575, 32.04676] [6312.57338367 3235.06709206 2036.23852987 661.34696802] -0.072529 330.710690 0 3.307107e+02 921.550 5.074819
1996-12-31 ['DELL-201310', 'APCC-200702', 'CPWR-201412', 'INTC'] [3.181755, 12.78524, 5.675556, 9.909553] [3.96035, 12.66794, 7.727815, 12.27754] [7857.29888065 1955.37979733 4404.85478427 2522.81813317] 0.209022 356.572432 0 3.565724e+02 821.360 4.414370
1996-11-29 ['DELL-201310', 'CPWR-201412', 'APCC-200702', 'INTC'] [3.043255, 6.397385, 11.1431, 9.597515] [3.181755, 5.675556, 12.78524, 9.909553] [8214.88833502 3907.84672175 2243.5408459 2604.8409406 ] 0.028140 294.926361 0 2.949264e+02 834.010 4.497759
1996-10-31 ['APCC-200702', 'CPWR-201412', 'MFST-199612', 'CSCC-199706'] [10.02879, 5.97278, 50.125, 72.625] [11.1431, 6.397385, 48.25, 69.125] [2492.82316212 4185.65559086 498.75311721 344.23407917] 0.024150 286.854330 0 2.868543e+02 751.990 3.957086
1996-09-30 ['CSCC-199706', 'CNTO-199910', 'AN', 'BMC-201309'] [81.5, 35.5, 26.17904, 19.875] [72.625, 29.375, 28.09734, 20.75] [ 306.74846626 704.22535211 954.96244324 1257.86163522] -0.041032 280.090025 0 2.800900e+02 737.570 3.862030
1996-08-30 ['CSCC-199706', 'CNTO-199910', 'ASND-199906', 'AN'] [68.125, 33.875, 52.375, 23.58371] [81.5, 35.5, 66.125, 26.17904] [ 366.97247706 738.00738007 477.32696897 1060.05374048] 0.154220 292.074543 0 2.920745e+02 663.570 3.374225
1996-07-31 ['CSCC-199706', 'ASND-199906', 'CPWR-201412', 'HBOC-199901'] [61.5, 48.5, 4.769732, 15.24056] [68.125, 52.375, 4.868806, 13.59209] [ 406.50406504 515.46391753 5241.38463125 1640.35967182] 0.025057 253.049384 0 2.530494e+02 636.010 3.192551
1996-06-28 ['HBOC-199901', 'JAVA-201001', 'USRX-199706', 'STRM-199607'] [16.85793, 14.71875, 85.5, 56.25] [15.24056, 13.65625, 53.75, 57.25] [1482.98159976 1698.51380042 292.39766082 444.44444444] -0.130424 246.863687 0 2.468637e+02 677.300 3.464733
1996-05-31 ['USRX-199706', 'PSFT-200501', 'IT', 'JAVA-201001'] [91.75, 17.42852, 33.69201, 15.65625] [85.5, 17.55169, 34.51664, 14.71875] [ 272.47956403 1434.43046225 742.01568859 1596.80638723] -0.024114 283.889662 0 2.838897e+02 692.390 3.564206
1996-04-30 ['USRX-199706', 'TWX-201806', 'CNTO-199910', 'IT'] [78.25, 6.09412, 40., 32.27835] [91.75, 5.379965, 35.375, 33.69201] [ 319.48881789 4102.31501841 625. 774.51294753] -0.004123 290.904641 0 2.909046e+02 666.730 3.395056
1996-03-29 ['USRX-199706', 'IT', 'TWX-201806', 'CNTO-199910'] [64.625, 28.74423, 5.332355, 36.125] [78.25, 32.27835, 6.09412, 40.] [ 386.84719536 869.73977038 4688.36002104 692.04152249] 0.145976 292.109056 0 2.921091e+02 609.690 3.019051
1996-02-29 ['USRX-199706', 'JAVA-201001', 'CNTO-199910', 'TWX-201806'] [62., 13.125, 29.125, 4.677713] [64.625, 10.9375, 36.125, 5.332355] [ 403.22580645 1904.76190476 858.36909871 5344.49206268] 0.063991 254.899697 0 2.548997e+02 622.830 3.105669
1996-01-31 ['CNTO-199910', 'USRX-199706', 'JAVA-201001', 'IT'] [34.25, 44.125, 11.5, 26.03473] [29.125, 62., 13.125, 25.50461] [ 729.9270073 566.57223796 2173.91304348 960.25578141] 0.094102 239.569380 0 2.395694e+02 591.820 2.901252
1995-12-29 ['USRX-199706', 'CNTO-199910', 'JAVA-201001', 'INTU'] [43.875, 30.875, 11.40625, 11.74531] [44.125, 34.25, 11.5, 9.279545] [ 569.8005698 809.71659919 2191.78082192 2128.50916664] -0.021677 218.964472 0 2.189645e+02 576.230 2.798484
1995-11-30 ['USRX-199706', 'NWACQ-200705', 'INTU', 'TWX-201806'] [54.875, 50.375, 12.64879, 3.892143] [43.875, 51., 11.74531, 3.570773] [ 455.5808656 496.27791563 1976.47363898 6423.19668111] -0.085511 223.816089 0 2.238161e+02 593.720 2.913777
1995-10-31 ['USRX-199706', 'CRUS', 'ALTR-201512', 'BAY-199808'] [46.25, 42.125, 6.823302, 44.16667] [54.875, 29., 6.541347, 45.] [ 540.54054054 593.47181009 3663.9152129 566.03769313] -0.036885 244.744545 0 2.447445e+02 598.780 2.947132
1995-09-29 ['CRUS', 'USRX-199706', 'ALTR-201512', 'XLNX-202202'] [57.25, 42.625, 7.034768, 8.480746] [42.125, 46.25, 6.823302, 8.106272] [ 436.68122271 586.51026393 3553.77746644 2947.85387984] -0.063341 254.117724 0 2.541177e+02 585.080 2.856823
1995-08-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'STRM-199607'] [54.5, 7.062963, 7.555573, 24.5] [57.25, 7.034768, 8.480746, 27.625] [ 458.71559633 3539.59096204 3308.81588994 1020.40816327] 0.074117 271.302286 0 2.713023e+02 576.770 2.802044
1995-07-31 ['CRUS', 'ALTR-201512', 'STRM-199607', 'XLNX-202202'] [46., 6.315784, 27.125, 7.041589] [54.5, 7.062963, 24.5, 7.555573] [ 543.47826087 3958.33676389 921.65898618 3550.33501671] 0.069826 252.581755 0 2.525818e+02 568.880 2.750033
1995-06-30 ['TLAB-201312', 'STRM-199607', 'ASCL-200504', 'CRUS'] [8.146771, 24.375, 101.5, 31.375] [7.533118, 27.125, 118.5, 46.] [3068.70047041 1025.64102564 246.30541872 796.812749 ] 0.167780 236.096082 0 2.360961e+02 538.030 2.546671
1995-05-31 ['STRM-199607', 'ASCL-200504', 'XLNX-202202', 'COMS-201004'] [19.125, 84.5, 4.948938, 5.842525] [24.375, 101.5, 5.521663, 6.116393] [1307.18954248 295.85798817 5051.58884593 4278.97184864] 0.159574 202.175182 0 2.021752e+02 488.100 2.217535
1995-04-28 ['STRM-199607', 'ADBE', 'ASCL-200504', 'COMS-201004'] [18.375, 6.989782, 78.75, 5.112209] [19.125, 6.239806, 84.5, 5.842525] [1360.54421769 3576.64945774 317.46031746 4890.25390003] 0.037348 174.353017 0 1.743530e+02 469.560 2.095320
1995-03-31 ['STRM-199607', 'ADBE', 'SXCL-201702', 'ASCL-200504'] [21.5, 5.939815, 127.1834, 68.75] [18.375, 6.989782, 123.3294, 78.75] [1162.79069767 4208.88529357 196.56653305 363.63636364] 0.036643 168.075669 0 1.680757e+02 447.150 1.947594
1995-02-28 ['STRM-199607', 'SXCL-201702', 'ASCL-200504', 'COMS-201004'] [18.5, 127.1834, 75.5, 4.758462] [21.5, 127.1834, 68.75, 5.169265] [1351.35135135 196.56653305 331.12582781 5253.79839116] 0.039772 162.134625 0 1.621346e+02 432.500 1.851022
1995-01-31 ['STRM-199607', 'SMLS-199502', 'TLAB-201312', 'BMET-200709'] [17.875, 59.25, 4.210928, 6.355946] [18.5, 68.125, 4.401372, 6.828701] [1398.6013986 421.94092827 5936.93361653 3933.3247954 ] 0.076090 155.932817 0 1.559328e+02 405.330 1.671918
1994-12-30 ['STRM-199607', 'STCN', 'WWWW-200709', 'ASND-199906'] [17.5, 3.976614, 83.75, 5.09375] [17.875, 3.720058, 100., 6.375] [1428.57142857 6286.75551613 298.50746269 4907.97546012] 0.100619 144.906849 0 1.449068e+02 404.270 1.664931
1994-11-30 ['STRM-199607', 'WWWW-200709', 'HOLX', 'STCN'] [14.0625, 70., 1.6875, 2.97177] [17.5, 83.75, 1.875, 3.976614] [ 1777.77777778 357.14285714 14814.81481481 8412.49491044] 0.222528 131.659412 0 1.316594e+02 404.820 1.668556
1994-10-31 ['HOLX', 'STRM-199607', 'CSCC-199706', 'MFE-201102'] [1.953125, 14.15625, 9.291667, 2.962963] [1.6875, 14.0625, 9.104167, 2.839506] [12800. 1766.00441501 2690.58286312 8437.49989453] -0.051117 107.694351 0 1.076944e+02 413.050 1.722808
1994-09-30 ['HOLX', 'STRM-199607', 'PHS-200512', 'COMS-201004'] [1.953125, 9.3125, 39.625, 3.411943] [1.953125, 14.15625, 37.25, 3.6744] [12800. 2684.56375839 630.9148265 7327.20329736] 0.134280 113.495941 0 1.134959e+02 393.850 1.596243
1994-08-31 ['STRM-199607', 'HOLX', 'WDC', 'CDWC-200710'] [9.5, 1.8125, 6.020983, 4.130939] [9.3125, 1.953125, 5.970808, 4.535933] [ 2631.57894737 13793.10344828 4152.14592036 6051.8928021 ] 0.036889 100.059890 0 1.000599e+02 397.900 1.622940
1994-07-29 ['HOLX', 'WDC', 'STRM-199607', 'DURA-200011'] [1.4375, 6.121333, 7.6875, 5.25] [1.8125, 6.020983, 9.5, 5.375] [17391.30434783 4084.07776541 3252.03252033 4761.9047619 ] 0.126014 96.500116 0 9.650012e+01 370.160 1.440079
1994-06-30 ['MCHP', 'HOLX', 'WDC', 'DURA-200011'] [1.375923, 1.34375, 5.117836, 5.25] [1.249065, 1.4375, 6.121333, 5.25] [18169.6214105 18604.65116279 4884.87712385 4761.9047619 ] 0.043412 85.700599 0 8.570060e+01 360.300 1.375082
1994-05-31 ['JCOR-199905', 'WDC', 'MCHP', 'TLAB-201312'] [13.5, 5.619584, 1.210032, 2.994203] [12.25, 5.117836, 1.375923, 2.623895] [ 1851.85185185 4448.72787737 20660.61062848 8349.46728729] -0.042114 82.134969 0 8.213497e+01 378.850 1.497363
1994-04-29 ['JCOR-199905', 'IDTI-201903', 'MCHP', 'MU'] [14.25, 15.0625, 1.092932, 9.007866] [13.5, 14.4375, 1.210032, 8.329191] [ 1754.38596491 1659.75103734 22874.25018208 2775.35212002] -0.015581 85.746097 0 8.574610e+01 373.250 1.460448
1994-03-31 ['JCOR-199905', 'MU', 'WDC', 'IDTI-201903'] [12.75, 8.206641, 6.773606, 12.6875] [14.25, 9.007866, 6.322032, 15.0625] [1960.78431373 3046.3133455 3690.79630554 1970.44334975] 0.083951 87.103272 0 8.710327e+01 382.960 1.524456
1994-02-28 ['JCOR-199905', 'MCHP', 'IDTI-201903', 'NTLDQ-200301'] [17., 1.157987, 13., 9.599999] [12.75, 0.9953486, 12.6875, 10.56] [ 1470.58823529 21589.18882509 1923.07692308 2604.16693793] -0.078622 80.357209 0 8.035721e+01 412.170 1.717007
1994-01-31 ['JCOR-199905', 'MCHP', 'PDLI-202012', 'EDCI-202003'] [13.75, 1.034382, 1.044265, 1.627546] [17., 1.157987, 0.9076731, 1.454198] [ 1818.18181818 24169.02072929 23940.28335719 15360.54894915] 0.029637 87.214151 0 8.721415e+01 413.990 1.729005
1993-12-31 ['JCOR-199905', 'MCHP', 'EDCI-202003', 'NTLDQ-200301'] [14.375, 1.014865, 1.675699, 11.28] [13.75, 1.034382, 1.627546, 9.599999] [ 1739.13043478 24633.8182911 14919.14717381 2216.31205674] -0.050480 84.703757 0 8.470376e+01 398.280 1.625445
1993-11-30 ['JCOR-199905', 'EDCI-202003', 'MCHP', 'NTLDQ-200301'] [14.25, 1.50235, 0.83271, 11.76] [14.375, 1.675699, 1.014865, 11.28] [ 1754.38596491 16640.59639897 30022.45679768 2125.85034014] 0.075523 89.206910 0 8.920691e+01 386.760 1.549506
1993-10-29 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'MCHP'] [14.75, 1.834601, 13.86, 0.83271] [14.25, 1.50235, 11.76, 0.83271] [ 1694.91525424 13626.94122591 1803.75180375 30022.45679768] -0.091629 82.942849 0 8.294285e+01 390.985 1.577357
1993-09-30 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'TIGO'] [12., 1.70459, 13.5, 11.52435] [14.75, 1.834601, 13.86, 14.1487] [ 2083.33333333 14666.28338779 1851.85185185 2169.31974471] 0.139957 91.309443 0 9.130944e+01 382.715 1.522841
1993-08-31 ['JCOR-199905', 'EDCI-202003', 'IAC', 'DIGI-199809'] [14.5, 1.324187, 0.757618, 32.25] [12., 1.70459, 0.7682887, 30.5625] [ 1724.13793103 18879.50870987 32998.1600226 775.19379845] 0.019155 80.099048 0 8.009905e+01 372.650 1.456493
1993-07-30 ['JCOR-199905', 'DIGI-199809', 'IAC', 'QCOM'] [9.5, 27.5, 0.7682887, 1.362444] [14.5, 32.25, 0.757618, 1.580232] [ 2631.57894737 909.09090909 32539.8512304 18349.37802948] 0.211251 78.593626 0 7.859363e+01 352.865 1.326071
1993-06-30 ['DIGI-199809', 'NTLDQ-200301', 'EDCI-202003', 'AKLMQ-200808'] [25.375, 6.84, 0.8234035, 19.91667] [27.5, 6.96, 0.7463599, 20.75] [ 985.22167488 3654.97076023 30361.78495719 1255.22991544] 0.012390 64.886310 0 6.488631e+01 366.125 1.413481
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'AKLMQ-200808', 'NTLDQ-200301'] [21.375, 0.7270991, 17.25, 5.58] [25.375, 0.8234035, 19.91667, 6.84] [ 1169.59064327 34383.20856125 1449.27536232 4480.28673835] 0.174995 64.092187 0 6.409219e+01 368.110 1.426566
1993-04-30 ['DIGI-199809', 'COMR-200001', 'EDCI-202003', 'NTLDQ-200301'] [16.9375, 4.723145, 0.5746169, 4.74] [21.375, 5.084109, 0.7270991, 5.58] [ 1476.01476015 5293.08331631 43507.24804648 5274.26160338] 0.195249 54.546766 0 5.454677e+01 339.945 1.240903
1993-03-31 ['DIGI-199809', 'QVCN-199502', 'COMS-201004', 'EDCI-202003'] [13.625, 57., 1.614682, 0.4815226] [16.9375, 52.5, 1.443514, 0.5746169] [ 1834.86238532 438.59649123 15482.9248112 51918.64307096] 0.062874 45.636325 0 4.563632e+01 359.420 1.369281
1993-02-26 ['DIGI-199809', 'QVCN-199502', 'ORCL', 'INTC'] [13.0625, 47., 0.6778684, 2.177377] [13.625, 57., 0.7606614, 2.149342] [ 1913.87559809 531.91489362 36880.31482217 11481.7048219 ] 0.091272 42.936703 0 4.293670e+01 351.140 1.314700
1993-01-29 ['DIGI-199809', 'CERN', 'AKLMQ-200808', 'QVCN-199502'] [13.5, 1.738232, 14.5, 40.5] [13.0625, 1.398143, 11.33333, 47.] [ 1851.85185185 14382.42996332 1724.13793103 617.28395062] -0.071489 39.345539 0 3.934554e+01 370.560 1.442716
1992-12-31 ['CERN', 'DIGI-199809', 'AKLMQ-200808', 'ASCL-200504'] [1.670214, 11., 12.08333, 36.25] [1.738232, 13.5, 14.5, 37.25] [14968.14180698 2272.72727273 2068.96608799 689.65517241] 0.123896 42.374886 0 4.237489e+01 360.185 1.374324
1992-11-30 ['DIGI-199809', 'ASCL-200504', 'CERN', 'AKLMQ-200808'] [9.25, 31.25, 1.602197, 10.08333] [11., 36.25, 1.670214, 12.08333] [ 2702.7027027 800. 15603.57434198 2479.33966259] 0.147497 37.703570 0 3.770357e+01 350.960 1.313514
1992-10-30 ['DIGI-199809', 'ASCL-200504', 'CERN', 'PHS-200512'] [8.625, 28.75, 1.246993, 21.5] [9.25, 31.25, 1.602197, 22.625] [ 2898.55072464 869.56521739 20048.22801732 1162.79069767] 0.124149 32.857223 0 3.285722e+01 329.155 1.169776
1992-09-30 ['DIGI-199809', 'PHS-200512', 'ASCL-200504', 'XRAY'] [6.0625, 19.75, 23., 4.910884] [8.625, 21.5, 28.75, 4.980543] [4123.71134021 1265.82278481 1086.95652174 5090.73315517] 0.193868 29.228541 0 2.922854e+01 313.185 1.064502
1992-08-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'PHS-200512'] [18.75, 0.9371339, 46.00764, 17.125] [23., 1.027824, 48.17553, 19.75] [ 1333.33333333 26677.08424591 543.38801121 1459.8540146 ] 0.130961 24.482218 0 2.448222e+01 299.260 0.972709
1992-07-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'HBOC-199901'] [18.875, 0.9975941, 46.00764, 1.082453] [18.75, 0.9371339, 46.00764, 1.006757] [ 1324.50331126 25060.29255786 543.38801121 23095.69099074] -0.034290 21.647263 0 2.164726e+01 310.895 1.049407
1992-06-30 ['ASCL-200504', 'SXCL-201702', 'CERN', 'PTC'] [15., 44.08062, 0.7708682, 11.64062] [18.875, 46.00764, 0.9975941, 12.65625] [ 1666.66666667 567.14265816 32430.96550098 2147.65192919] 0.170854 22.415896 0 2.241590e+01 301.230 0.985695
1992-05-29 ['ASCL-200504', 'SXCL-201702', 'PTC', 'CERN'] [16.625, 42.87622, 12.26562, 0.710408] [15., 44.08062, 11.64062, 0.7708682] [ 1503.7593985 583.07378775 2038.21739138 35191.04514589] -0.008876 19.144914 0 1.914491e+01 315.295 1.078411
1992-04-30 ['ASCL-200504', 'CERN', 'PTC', 'SXCL-201702'] [16.875, 0.5819299, 11.40625, 33.00024] [16.625, 0.710408, 12.26562, 42.87622] [ 1481.48148148 42960.50091257 2191.78082192 757.57024797] 0.145144 19.316362 0 1.931636e+01 307.860 1.029400
1992-03-31 ['ASCL-200504', 'APCC-200702', 'CMVT-201302', 'SXCL-201702'] [14.375, 3.841436, 2.042868, 29.62795] [16.875, 3.313605, 1.588897, 33.00024] [ 1739.13043478 6507.98295221 12237.69719825 843.79783279] -0.017973 16.868062 0 1.686806e+01 323.050 1.129532
1992-02-28 ['ASCL-200504', 'APCC-200702', 'CMVT-201302', 'CSCO'] [14.125, 4.207985, 1.588897, 0.4092953] [14.375, 3.841436, 2.042868, 0.3967402] [ 1769.91150442 5941.08581661 15734.1854129 61080.59388906] 0.046408 17.176784 0 1.717678e+01 345.880 1.280026
1992-01-31 ['ASCL-200504', 'TECD-202006', 'APCC-200702', 'MEDI-200706'] [12.25, 9.4375, 3.636168, 6.75] [14.125, 10., 4.207985, 6.208333] [2040.81632653 2649.00662252 6875.3698949 3703.7037037 ] 0.072419 16.415001 0 1.641500e+01 338.315 1.230158
1991-12-31 ['ASCL-200504', 'MEDI-200706', 'EYE-200505', 'FHCC-200501'] [6.875, 7.291667, 4.15625, 9.875] [12.25, 6.75, 4.5, 9.5] [3636.36363636 3428.57127184 6015.03759398 2531.64556962] 0.188066 15.306522 0 1.530652e+01 330.855 1.180982
1991-11-29 ['ASCL-200504', 'EA', 'FHCC-200501', 'TECD-202006'] [7.0625, 2.093316, 7.46875, 6.875] [6.875, 2.372425, 9.875, 7.] [ 3539.82300885 11942.77404845 3347.28033473 3636.36363636] 0.111786 12.883561 0 1.288356e+01 284.790 0.877324
1991-10-31 ['MEDI-200706', 'FHCC-200501', 'ASCL-200504', 'EA'] [8.75, 9.0625, 7.625, 2.00028] [5.75, 7.46875, 7.0625, 2.093316] [ 2857.14285714 2758.62068966 3278.68852459 12498.25024497] -0.136495 11.588170 0 1.158817e+01 292.505 0.928181
1991-09-30 ['FHCC-200501', 'TECD-202006', 'CE-200402', 'AMGN'] [7.625, 5.5625, 1.174211, 5.295073] [9.0625, 6., 1.064472, 5.750306] [ 3278.68852459 4494.38202247 21290.8923524 4721.37022474] 0.064923 13.419916 0 1.341992e+01 287.535 0.895419
1991-08-30 ['FHCC-200501', 'TECD-202006', 'CSCO', 'DELL-201310'] [7., 5.75, 0.2278795, 0.325662] [7.625, 5.5625, 0.2059031, 0.3331485] [ 3571.42857143 4347.82608696 109707.10397381 76766.70904189] -0.004193 12.601772 0 1.260177e+01 287.405 0.894562
1991-07-31 ['FHCC-200501', 'CSCO', 'TECD-202006', 'AMGN'] [6.5, 0.1971146, 4.53125, 4.728029] [7., 0.2278795, 5.75, 5.103397] [ 3846.15384615 126829.77313705 5517.24137931 5287.61562165] 0.145339 12.654837 0 1.265484e+01 272.155 0.794034
1991-06-28 ['FHCC-200501', 'CSCO', 'AMGN', 'CHRS-201206'] [5.4375, 0.1531719, 3.765652, 10.02595] [6.5, 0.1971146, 4.728029, 10.32794] [ 4597.70114943 163215.31560293 6638.95654723 2493.52929149] 0.191994 11.048986 0 1.104899e+01 254.195 0.675643
1991-05-31 ['FHCC-200501', 'USHC-199607', 'AMGN', 'CHRS-201206'] [5.09375, 15.00111, 3.905416, 10.55326] [5.4375, 12.93427, 3.765652, 10.02595] [4907.97546012 1666.54334246 6401.3667174 2368.93623392] -0.039012 9.269332 0 9.269332e+00 279.000 0.839156
1991-04-30 ['AMGN', 'FHCC-200501', 'USHC-199607', 'CE-200402'] [4.049174, 3.1875, 11.93422, 0.8120713] [3.905416, 5.09375, 15.00111, 0.8285322] [ 6174.09871742 7843.1372549 2094.81641867 30785.47413263] 0.209947 9.645628 0 9.645628e+00 263.655 0.738003
1991-03-29 ['AMGN', 'USHC-199607', 'FHCC-200501', 'DELL-201310'] [4.192932, 14.00103, 3.65625, 0.2844864] [4.049174, 11.93422, 3.1875, 0.2333287] [ 5962.41484479 1785.58291783 6837.60683761 87877.6630447 ] -0.122484 7.971940 0 7.971940e+00 264.905 0.746243
1991-02-28 ['FHCC-200501', 'DELL-201310', 'USHC-199607', 'ASTA-199708'] [3.28125, 0.2520449, 10.46952, 24.5] [3.65625, 0.2844864, 14.00103, 27.25] [ 7619.04761905 99188.67630331 2387.88406727 1020.40816327] 0.173139 9.084662 0 9.084662e+00 250.115 0.648748
1991-01-31 ['DELL-201310', 'FHCC-200501', 'USHC-199607', 'ASTA-199708'] [0.2258422, 2.796875, 10.07068, 23.5] [0.2520449, 3.28125, 10.46952, 24.5] [110696.76083566 8938.54748603 2482.45401502 1063.82978723] 0.092841 7.743890 0 7.743890e+00 232.425 0.532136
1990-12-31 ['DELL-201310', 'ASTA-199708', 'APCC-200702', 'FHCC-200501'] [0.1846666, 18.625, 1.070324, 2.15625] [0.2258422, 23.5, 1.070324, 2.796875] [135379.11024517 1342.28187919 23357.41326925 11594.20289855] 0.195455 7.086018 0 7.086018e+00 200.530 0.321885
1990-11-30 ['APCC-200702', 'FHCC-200501', 'ASTA-199708', 'AMGN'] [1.055662, 1.875, 13.5625, 1.852876] [1.070324, 2.15625, 18.625, 1.988648] [23681.82240149 13333.33333333 1843.31797235 13492.53808674] 0.152609 5.927466 0 5.927466e+00 192.580 0.269479
1990-10-31 ['FHCC-200501', 'ASTA-199708', 'NOVL-201104', 'APCC-200702'] [1.5, 10.375, 6.1875, 0.7184365] [1.875, 13.5625, 7.875, 1.055662] [16666.66666667 2409.63855422 4040.4040404 34797.78658239] 0.324836 5.142650 0 5.142650e+00 172.555 0.137475
1990-09-28 ['FHCC-200501', 'AN', 'AMGN', 'NOVL-201104'] [1.375, 5.422802, 1.42959, 6.1875] [1.5, 4.628081, 1.509455, 6.1875] [18181.81818182 4610.16279038 17487.53139012 4040.4040404 ] 0.000056 3.881725 0 3.881725e+00 177.055 0.167139
1990-08-31 ['AN', 'AMGN', 'FHCC-200501', 'APCC-200702'] [6.498013, 1.445563, 1.3125, 0.7330985] [5.422802, 1.42959, 1.375, 0.7282112] [ 3847.32994532 17294.29986794 19047.61904762 34101.82942674] -0.033891 3.881509 0 3.881509e+00 193.615 0.276302
1990-07-31 ['AN', 'APCC-200702', 'WWWW-200709', 'CNTO-199910'] [7.573223, 0.8406196, 103.75, 20.875] [6.498013, 0.7330985, 88.75, 18.0625] [ 3301.1044307 29739.96799504 240.96385542 1197.60479042] -0.137298 4.017673 0 4.017673e+00 223.385 0.472544
1990-06-29 ['WWWW-200709', 'AN', 'ASTA-199708', 'MSFT'] [120., 6.357768, 11.9375, 0.6650268] [103.75, 7.573223, 10.25, 0.5818908] [ 208.33333333 3932.19758884 2094.2408377 37592.4699576 ] -0.052653 4.657080 0 4.657080e+00 238.460 0.571918
1990-05-31 ['SMLS-199502', 'ASTA-199708', 'WWWW-200709', 'MSFT'] [33., 12.5, 100., 0.6387761] [36.375, 11.9375, 120., 0.6650268] [ 757.57575758 2000. 250. 39137.3440553 ] 0.074592 4.915919 0 4.915919e+00 236.150 0.556691
1990-04-30 ['ASTA-199708', 'SMLS-199502', 'WWWW-200709', 'EA'] [10.5, 26.25, 85.625, 0.8838446] [1.250000e+01, 3.300000e+01, 1.000000e+02, 1.031214e+00] [ 2380.95238095 952.38095238 291.97080292 28285.51534964] 0.195560 4.574684 0 4.574684e+00 205.815 0.356724
1990-03-30 ['SMLS-199502', 'SXCL-201702', 'APCC-200702', 'ASTA-199708'] [28.25, 20.71548, 0.5767041, 8.375] [26.25, 17.34319, 0.5962535, 10.5] [ 884.95575221 1206.82697191 43349.78717855 2985.07462687] 0.013511 3.826395 0 3.826395e+00 213.145 0.405043
1990-02-28 ['SXCL-201702', 'ASTA-199708', 'VTRS', 'MGMA-199502'] [18.3067, 7.9375, 2.809258, 33.25] [20.71548, 8.375, 2.493611, 32.5] [1365.6202374 3149.60629921 8899.14703456 751.87969925] 0.012945 3.775387 0 3.775387e+00 207.915 0.370567
1990-01-31 ['SXCL-201702', 'ERIC', 'VTRS', 'SMLS-199502'] [15.53661, 2.657655, 2.55674, 19.] [18.3067, 2.360926, 2.809258, 19.25] [1609.10262921 9406.78906781 9778.07676964 1315.78947368] 0.044642 3.727138 0 3.727138e+00 201.940 0.331180
1989-12-29 ['PHS-200512', 'VTRS', 'SMLS-199502', 'SXCL-201702'] [6.375, 3.061775, 24.5, 17.10231] [4.5, 2.55674, 19., 15.53661] [3921.56862745 8165.19829184 1020.40816327 1461.7908341 ] -0.193776 3.567862 0 3.567862e+00 223.835 0.475511
1989-11-30 ['PHS-200512', 'CMVT-201302', 'SXCL-201702', 'SMLS-199502'] [6.8125, 0.9079413, 14.69354, 23.125] [6.375, 0.9079413, 17.10231, 24.5] [ 3669.72477064 27534.81970696 1701.42797447 1081.08108108] 0.039793 4.425399 0 4.425399e+00 224.445 0.479532
1989-10-31 ['PHS-200512', 'CMVT-201302', 'SXCL-201702', 'SMLS-199502'] [6.1875, 0.9079413, 16.1388, 22.5] [6.8125, 0.9079413, 14.69354, 23.125] [ 4040.4040404 27534.81970696 1549.06188812 1111.11111111] 0.009809 4.256038 0 4.256038e+00 222.615 0.467469
1989-09-29 ['SMLS-199502', 'PHS-200512', 'CMVT-201302', 'SXCL-201702'] [25.875, 6.25, 0.9079413, 16.01837] [22.5, 6.1875, 0.9079413, 16.1388] [ 966.18357488 4000. 27534.81970696 1560.708112 ] -0.033229 4.214696 0 4.214696e+00 226.390 0.492353
1989-08-31 ['SMLS-199502', 'PHS-200512', 'QMCO', 'CMVT-201302'] [23.875, 6.1875, 32.01087, 1.134927] [25.875, 6.25, 30.88768, 0.9079413] [ 1047.12041885 4040.4040404 780.98470926 22027.84848717] -0.035304 4.359560 0 4.359560e+00 222.005 0.463448
1989-07-31 ['SMLS-199502', 'QMCO', 'PHS-200512', 'INEL-199805'] [17.84375, 26.39493, 4.78125, 6.427745] [23.875, 32.01087, 6.1875, 6.680806] [1401.05078809 947.15159313 5228.75816993 3889.38889144] 0.221064 4.519104 0 4.519104e+00 214.275 0.412492
1989-06-30 ['SMLS-199502', 'APCC-200702', 'QMCO', 'PHS-200512'] [12., 0.3763239, 20.35779, 3.375] [17.84375, 0.3616619, 26.39493, 4.78125] [ 2083.33333333 66432.13465847 1228.03113698 7407.40740741] 0.290309 3.700955 0 3.700955e+00 204.585 0.348616
1989-05-31 ['PHS-200512', 'APCC-200702', 'GNTX', 'MCIC-199809'] [3.84375, 0.3792563, 0.1963868, 19.12895] [3.375, 0.3763239, 0.1937683, 17.7188] [ 6504.06504065 65918.48309441 127299.79815344 1306.9196166 ] -0.054184 2.868270 0 2.868270e+00 214.545 0.414272
1989-04-28 ['PHS-200512', 'INEL-199805', 'ROST', 'STJ-201701'] [3.21875, 4.251422, 0.3745357, 2.658537] [3.84375, 5.111829, 0.4591083, 2.694707] [ 7766.99029126 5880.38543339 66749.31121386 9403.66825814] 0.158992 3.032587 0 3.032587e+00 200.470 0.321490
1989-03-31 ['PHS-200512', 'INEL-199805', 'CMVT-201302', 'ROST'] [2.8125, 3.7453, 0.4539707, 0.3382903] [3.21875, 4.251422, 0.4539707, 0.3745357] [ 8888.88888889 6675.03270766 55069.63334858 73901.0252437 ] 0.096681 2.616573 0 2.616573e+00 185.870 0.225247
1989-02-28 ['CMVT-201302', 'APCC-200702', 'NVLS-201206', 'CDNS'] [0.4539707, 0.2424112, 1.114583, 2.944444] [0.4539707, 0.2345915, 1.125, 3.222222] [ 55069.63334858 103130.54842351 22429.91325007 8490.56731933] 0.017857 2.385902 0 2.385902e+00 183.790 0.211536
1989-01-31 ['CMVT-201302', 'VCELA-199905', 'INEL-199805', 'SMLS-199502'] [0.4539707, 18., 3.239179, 7.9375] [0.4539707, 16.77778, 3.087342, 7.6875] [55069.63334858 1388.88888889 7718.00508709 3149.60629921] -0.036568 2.344045 0 2.344045e+00 186.470 0.229202
1988-12-30 ['SMLS-199502', 'BMC-201309', 'SVC-200605', 'MCIC-199809'] [7.0625, 1.166667, 5.481904, 11.09724] [7.9375, 1.333333, 5.977245, 12.32346] [ 3539.82300885 21428.56530612 4560.45928568 2252.81241101] 0.116902 2.433016 0 2.433016e+00 177.410 0.169479
1988-11-30 ['MNST', 'SMLS-199502', 'SVC-200605', 'MCIC-199809'] [0.1576255, 6.625, 5.578928, 11.21986] [0.1100404, 7.0625, 5.481904, 11.09724] [158603.77921085 3773.58490566 4481.14763266 2228.19179562] -0.066042 2.178361 0 2.178361e+00 169.185 0.115260
1988-10-31 ['MNST', 'SMLS-199502', 'SVC-200605', 'MCIC-199809'] [0.1665476, 5.875, 5.190829, 11.58773] [0.1576255, 6.625, 5.578928, 11.21986] [150107.23660983 4255.31914894 4816.18639335 2157.45447987] 0.029277 2.332398 0 2.332398e+00 174.780 0.152142
1988-09-30 ['SMLS-199502', 'CE-200402', 'SVC-200605', 'MNST'] [6.71875, 0.2341107, 5.035589, 0.1040923] [5.875, 0.2158208, 5.190829, 0.1665476] [ 3720.93023256 106787.08833044 4964.66252508 240171.46321102] 0.106780 2.266055 0 2.266055e+00 179.365 0.182367
1988-08-31 ['CMVT-201302', 'MCIC-199809', 'ROST', 'FAST'] [0.4539707, 8.093018, 0.2295541, 0.08172349] [0.4539707, 10.05496, 0.2476768, 0.1019325] [ 55069.63334858 3089.0824659 108906.78929281 305909.59832968] 0.142164 2.047429 0 2.047429e+00 170.995 0.127192
1988-07-29 ['CMVT-201302', 'CE-200402', 'FAST', 'MCIC-199809'] [0.4539707, 0.1975309, 0.08601712, 8.399571] [0.4539707, 0.1938729, 0.08172349, 8.093018] [ 55069.63334858 126562.47706055 290639.81681786 2976.34248225] -0.026233 1.792588 0 1.792588e+00 181.160 0.194199
1988-06-30 ['CE-200402', 'CMVT-201302', 'FAST', 'MU'] [0.2341107, 0.4539707, 0.07569589, 2.164174] [0.1975309, 0.4539707, 0.08601712, 1.895181] [106787.08833044 55069.63334858 330268.92213038 11551.75138413] -0.036048 1.840879 0 1.840879e+00 189.025 0.246045
1988-05-31 ['CE-200402', 'MCIC-199809', 'MU', 'FAST'] [0.2011888, 6.866803, 2.090812, 0.07441606] [0.2341107, 6.866803, 2.164174, 0.07569589] [124261.39029608 3640.70441514 11957.0769634 335948.98735569] 0.053981 1.909721 0 1.909721e+00 173.345 0.142683
1988-04-29 ['CE-200402', 'MCIC-199809', 'WCOEQ-200404', 'IDTI-201903'] [0.168267, 6.68287, 0.9642503, 7.875] [0.2011888, 6.866803, 0.9401441, 7.1875] [148573.39823019 3740.90772378 25926.87811453 3174.6031746 ] 0.027718 1.811912 0 1.811912e+00 175.920 0.159657
1988-03-31 ['CE-200402', 'MNST', 'MCIC-199809', 'COST'] [0.175583, 0.1070663, 5.456656, 1.629923] [0.168267, 0.1278848, 6.68287, 1.528053] [142382.80471344 233500.17699313 4581.56057483 15338.1478757 ] 0.078749 1.763044 0 1.763044e+00 173.260 0.142123
1988-02-29 ['MU', 'CE-200402', 'AMAT', 'ADCT-201012'] [1.882954, 0.1280293, 0.3075077, 4.210938] [1.748457, 0.175583, 0.2987217, 4.648438] [ 13277.01048459 195267.8019797 81298.77723387 5936.91951769] 0.093831 1.634340 0 1.634340e+00 172.640 0.138036
1988-01-29 ['MU', 'MCIC-199809', 'CE-200402', 'SVC-200605'] [1.381648, 5.272724, 0.09876543, 2.582354] [1.882954, 5.579277, 0.1280293, 2.77603] [ 18094.33372321 4741.38225327 253125.00537891 9681.08942461] 0.198067 1.494144 0 1.494144e+00 159.130 0.048978
1987-12-31 ['MU', 'ORCL', 'ASCL-200504', 'DZB-200104'] [1.442783, 0.1500625, 12.125, 21.20751] [1.381648, 0.1448879, 10.75, 19.99931] [ 17327.62307291 166597.25114536 2061.8556701 1178.82768887] -0.061807 1.247129 0 1.247129e+00 156.250 0.029993
1987-11-30 ['ORCL', 'ASCL-200504', 'DZB-200104', 'ADBE'] [0.1125468, 9.125, 17.70724, 0.692176] [0.1500625, 12.125, 21.20751, 0.8420286] [222129.81621868 2739.7260274 1411.85187528 36117.98155382] 0.269068 1.329288 0 1.329288e+00 137.125 -0.096078
1987-10-30 ['ORCL', 'DZB-200104', 'MSFT', 'CA-201811'] [0.1293642, 18.53084, 0.2176578, 2.875969] [0.1125468, 17.70724, 0.1957909, 2.532964] [193252.84738745 1349.10236125 114859.19640831 8692.72234854] -0.098544 1.047452 0 1.047452e+00 150.070 -0.010745
1987-09-30 ['ORCL', 'MSFT', 'AAPL', 'ADBE'] [0.1681734, 0.2898473, 0.3954222, 1.098919] [0.1293642, 0.2176578, 0.2703218, 0.6422252] [148656.08948859 86252.31285577 63223.56205595 22749.62940854] -0.302946 1.161956 0 1.161956e+00 205.505 0.354680
1987-08-31 ['MSFT', 'ORCL', 'AAPL', 'AMAT'] [0.259777, 0.1384197, 0.3779256, 0.3572946] [0.2898473, 0.1681734, 0.3954222, 0.3426514] [ 96236.38736301 180610.12991648 66150.58625296 69970.27103124] 0.084005 1.666954 0 1.666954e+00 209.575 0.381510
1987-07-31 ['ADBE', 'MSFT', 'ORCL', 'JAVA-201001'] [0.9419303, 0.205635, 0.1177214, 2.164062] [0.9205227, 0.259777, 0.1384197, 2.421875] [ 26541.24195814 121574.63466822 212365.80604716 11552.34923953] 0.133881 1.537773 0 1.537773e+00 196.350 0.294331
1987-06-30 ['ADBE', 'MSFT', 'LOTS-199507', 'JAVA-201001'] [0.9918811, 0.2231311, 29.25, 2.546875] [0.9419303, 0.205635, 30.25, 2.164062] [ 25204.63390219 112041.75482485 854.7008547 9815.95092025] -0.061223 1.356204 0 1.356204e+00 189.240 0.247462
1987-05-29 ['ADBE', 'MSFT', 'LOTS-199507', 'JAVA-201001'] [1.37008, 0.252125, 34.375, 2.71875] [0.9918811, 0.2231311, 29.25, 2.546875] [18247.10965783 99157.16410511 727.27272727 9195.40229885] -0.150837 1.444649 0 1.444649e+00 188.770 0.244364
1987-04-30 ['ADBE', 'SMLS-199502', 'MSFT', 'LOTS-199507'] [1.384352, 5.1875, 0.2275018, 34.5] [1.37008, 4.9375, 0.252125, 34.375] [ 18058.99077691 4819.27710843 109889.24043678 724.63768116] 0.011527 1.701263 0 1.701263e+00 184.830 0.218392
1987-03-31 ['ADBE', 'SMLS-199502', 'ADSK', 'MSFT'] [0.9847453, 6.96875, 3.267438, 0.2116464] [1.384352, 5.1875, 2.975228, 0.2275018] [ 25387.27526803 3587.44394619 7651.25459152 118121.54612599] 0.033919 1.681876 0 1.681876e+00 186.040 0.226368
1987-02-27 ['ADBE', 'ADSK', 'MSFT', 'AAPL'] [0.649361, 2.426192, 0.1678995, 0.2442641] [0.9847453, 3.267438, 0.2116464, 0.225072] [ 38499.38631978 10304.21335162 148898.59707742 102348.23701068] 0.261300 1.626700 0 1.626700e+00 182.750 0.204680
1987-01-30 ['MSFT', 'LOTS-199507', 'ADBE', 'AAPL'] [0.1599718, 21.83333, 0.4852368, 0.1936666] [0.1678995, 23., 0.649361, 0.2442641] [156277.54391712 1145.03834275 51521.23664157 129087.82412662] 0.175622 1.289701 0 1.289701e+00 166.675 0.098715
1986-12-31 ['SMLS-199502', 'LOTS-199507', 'TIGO', 'MSFT'] [3.375, 17.25, 2.453202, 0.1055541] [3.5, 21.83333, 2.766984, 0.1599718] [ 7407.40740741 1449.27536232 10190.76292943 236845.37123617] 0.236547 1.097037 0 1.097037e+00 141.405 -0.067864
1986-11-28 ['TIGO', 'WCOEQ-200404', 'ADBE', 'LGNT-199511'] [3.194869, 0.6026565, 0.3496559, 17.5] [2.453202, 0.3615939, 0.3639276, 15.875] [ 7825.04697376 41483.00068115 71498.86502702 1428.57142857] -0.171046 0.887178 0 8.871777e-01 147.940 -0.024786
1986-10-31 ['TIGO', 'LOTS-199507', 'ADBE', 'LGNT-199511'] [2.510254, 15.83333, 0.3336146, 16.5] [3.194869, 18., 0.3496559, 17.5] [ 9959.15154403 1578.94770083 74936.76835486 1515.15151515] 0.129565 1.070238 0 1.070238e+00 144.480 -0.047594
1986-09-30 ['TIGO', 'JBHT', 'DZB-200104', 'LOTS-199507'] [2.053844, 3.189916, 11.47418, 13.16667] [2.510254, 3.085943, 10.55791, 15.83333] [12172.29740915 7837.19696694 2178.80493421 1898.73369652] 0.078076 0.947478 0 9.474778e-01 137.495 -0.093639
1986-08-29 ['TIGO', 'JWN', 'TSN', 'CHIR-200604'] [2.053844, 3.264364, 4.377142, 5.4375] [2.053844, 2.611491, 3.785636, 4.625] [12172.29740915 7658.45965707 5711.48936909 4597.70114943] -0.121140 0.878860 0 8.788599e-01 151.700 0.000000