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', 'EXC', 'CEG', 'PANW'] [162.45, 46.78, 59.21, 561.28] [162.45, 46.78, 59.21, 561.28] [153.89350569 534.41641727 422.22597534 44.54104903] 0.000000 57628.563083 SELL 224288.297021 12854.800 78.050518
2022-03-31 ['PANW', 'DLTR', 'TSLA', 'EXC'] [622.51, 160.15, 1077.6, 47.63] [561.28, 162.45, 870.76, 46.78] [ 40.15999743 156.10365283 23.19970304 524.87927777] -0.073447 57628.563083 0 224288.297021 14838.490 90.249208
2022-02-28 ['DDOG', 'PANW', 'FTNT', 'AMD'] [161.11, 594.25, 344.52, 123.34] [151.47, 622.51, 341.74, 109.34] [155.17348396 42.06983593 72.56472774 202.69174639] -0.033464 62196.747637 0 242067.507178 14237.810 86.555330
2022-01-31 ['DDOG', 'NVDA', 'MRVL', 'XLNX-202202'] [146.11, 244.8183, 71.33558, 193.197] [161.11, 243.8085, 68.26835, 194.92] [171.10396277 102.11654929 350.45625199 129.40159526] 0.016115 64350.156922 0 250448.498746 14930.050 90.812256
2021-12-31 ['NVDA', 'DDOG', 'FTNT', 'MRNA'] [294.0599, 178.11, 359.4, 253.98] [244.8183, 146.11, 297.24, 169.33] [ 85.01669218 140.36269721 69.56037841 98.43294748] -0.213342 63329.618380 0 246476.599409 16320.080 99.360237
2021-11-30 ['NVDA', 'MRNA', 'AMD', 'XLNX-202202'] [326.6643, 352.43, 158.37, 228.0333] [294.0599, 253.98, 143.9, 211.6432] [ 76.53116671 70.93607241 157.85818021 109.6331106 ] -0.135600 80504.625161 0 313321.108732 16135.920 98.227747
2021-10-29 ['MRNA', 'TEAM', 'NVDA', 'INTU'] [345.21, 458.13, 255.5951, 624.4052] [352.43, 376.32, 326.6643, 650.6485] [72.41968657 54.56966363 97.81095177 40.03810346] 0.040606 93133.547862 0 362472.422149 15850.470 96.472373
2021-09-30 ['MRNA', 'TEAM', 'NVDA', 'ASML'] [384.86, 391.42, 207.0993, 743.1866] [345.21, 458.13, 255.5951, 810.7817] [ 64.95868628 63.87001175 120.71503863 33.63892729] 0.098132 89499.334305 0 348328.193554 14689.620 89.333733
2021-08-31 ['MRNA', 'ASML', 'CRWD', 'NVDA'] [376.69, 830.8896, 281., 223.7845] [384.86, 743.1866, 245.78, 207.0993] [ 66.36757015 30.08823314 88.96797153 111.7146183 ] -0.070940 81501.468397 0 317200.786790 15582.510 94.824555
2021-07-30 ['MRNA', 'AMAT', 'ASML', 'LRCX'] [353.6, 139.1984, 764.7607, 632.4273] [376.69, 134.6694, 830.8896, 600.0921] [ 70.70135747 179.59976551 32.68996432 39.53023533] 0.017026 87724.691307 0 341421.346766 14959.900 90.995818
2021-06-30 ['MRNA', 'AMAT', 'LRCX', 'ASML'] [234.98, 141.6555, 645.6135, 689.0567] [353.6, 139.1984, 632.4273, 764.7607] [106.39203336 176.48449937 38.72285818 36.28148453] 0.144226 86256.077797 0 335705.555751 14554.800 88.504658
2021-05-31 ['MRNA', 'AMAT', 'ALGN', 'LRCX'] [185.01, 137.4078, 590.15, 643.481] [234.98, 141.6555, 611., 645.6135] [135.12783093 181.94018098 42.36211133 38.85118597] 0.084913 75383.757991 0 293390.877689 13686.510 83.165114
2021-04-30 ['TSLA', 'MRNA', 'AMAT', 'ALGN'] [709.44, 178.82, 131.7858, 595.53] [625.22, 185.01, 137.4078, 590.15] [ 35.2390618 139.8053909 189.70177364 41.9794133 ] -0.012618 69483.711759 0 270428.109734 13860.760 84.236663
2021-03-31 ['TSLA', 'AMAT', 'MRNA', 'ALGN'] [667.93, 132.6696, 130.95, 541.53] [709.44, 131.7858, 178.82, 595.53] [ 37.42907191 188.43804459 190.91256205 46.16549406] 0.130191 70371.650184 0 273883.934179 13091.440 79.505734
2021-02-26 ['TSLA', 'PTON', 'BIDU', 'PDD'] [675.5, 120.47, 283.46, 171.16] [667.93, 112.44, 217.55, 133.88] [ 37.0096225 207.52054453 88.19586538 146.06216406] -0.132047 62265.294035 0 242334.287296 12909.440 78.386526
2021-01-29 ['TSLA', 'PTON', 'MRNA', 'PDD'] [793.53, 146.13, 173.16, 165.71] [675.5, 120.47, 154.81, 171.16] [ 31.50479503 171.08054472 144.37514438 150.86597067] -0.099355 71738.127031 0 279202.212974 12925.380 78.484549
2020-12-31 ['TSLA', 'PTON', 'PDD', 'MRNA'] [705.67, 151.72, 177.67, 104.47] [793.53, 146.13, 165.71, 173.16] [ 35.42732439 164.7772212 140.71030562 239.30314923] 0.169464 79651.947991 0 310002.519822 12888.280 78.256403
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 68109.803204 0 265080.907000 12268.320 74.443963
2020-10-30 ['ZM', 'MRNA', 'TSLA', 'DOCU'] [460.91, 67.47, 388.04, 202.25] [478.36, 152.74, 567.6, 227.88] [ 54.24052418 370.53505262 64.4263478 123.60939431] 0.472785 69635.955940 0 271020.638614 11052.950 66.970052
2020-09-30 ['ZM', 'TSLA', 'MRNA', 'DOCU'] [470.11, 429.01, 70.75, 215.24] [460.91, 388.04, 67.47, 202.25] [ 53.1790432 58.27369991 353.35689046 116.14941461] -0.055445 47281.812471 0 184019.115382 11418.060 69.215294
2020-08-31 ['TSLA', 'ZM', 'MRNA', 'DOCU'] [498.32, 325.1, 64.89, 223.] [429.01, 470.11, 70.75, 215.24] [ 50.16856638 76.89941556 385.26737556 112.10762332] 0.090617 50057.242371 0 194820.988836 12110.700 73.474679
2020-07-31 ['TSLA', 'MRNA', 'ZM', 'DOCU'] [286.152, 74.1, 253.91, 216.83] [498.32, 64.89, 325.1, 223.] [ 87.36615505 337.38191633 98.46008428 115.29769866] 0.231498 45898.089428 0 178633.715013 10905.880 66.065646
2020-06-30 ['TSLA', 'ZM', 'DOCU', 'DXCM'] [215.962, 253.54, 172.21, 405.4] [286.152, 253.91, 216.83, 435.54] [115.76110612 98.60377061 145.17159282 61.6674889 ] 0.164980 37270.136610 0 145054.032632 10156.850 61.459490
2020-05-29 ['TSLA', 'DXCM', 'SGEN', 'NVDA'] [167., 378.31, 157.21, 88.56933] [215.962, 405.4, 169.92, 94.82207] [149.7005988 66.08337078 159.02296292 282.26475237] 0.129059 31992.091024 0 124512.068842 9555.520 57.761615
2020-04-30 ['TSLA', 'DXCM', 'SGEN', 'NVDA'] [156.376, 335.2, 137.23, 72.91714] [167., 378.31, 157.21, 88.56933] [159.87107996 74.5823389 182.17590906 342.85491724] 0.139200 28335.168563 0 110279.458014 9000.510 54.348584
2020-03-31 ['TSLA', 'SGEN', 'NVDA', 'REGN'] [104.8, 115.38, 65.76215, 488.29] [156.376, 137.23, 72.91714, 525.88] [238.54961832 216.67533368 380.15788717 51.19908251] 0.216824 24872.861306 SELL 96804.282565 7813.500 47.049073
2020-02-28 ['TSLA', 'NVDA', 'SGEN', 'LRCX'] [133.598, 67.37627, 113.86, 285.145] [104.8, 65.76215, 115.38, 234.6227] [187.12854983 371.05051972 219.56789039 87.67469182] -0.100836 20440.805933 SELL 96804.282565 8461.830 51.035975
2020-01-31 ['TSLA', 'AMD', 'SGEN', 'AAPL'] [130.114, 47., 108.39, 76.14793] [133.598, 45.48, 113.86, 67.41366] [192.13920101 531.91489362 230.64858382 328.30833353] -0.017450 22733.131211 0 96804.282565 8991.510 54.293239
2019-12-31 ['AMD', 'LRCX', 'ASML', 'QCOM'] [45.86, 284.1441, 291.6917, 84.11953] [47., 289.79, 276.6311, 81.33556] [545.13737462 87.98352667 85.70692961 297.19614458] -0.010000 23136.865708 0 98523.501445 8733.070 52.703963
2019-11-29 ['AMD', 'QCOM', 'AAPL', 'LRCX'] [39.15, 79.04465, 65.75082, 258.1835] [45.86, 84.11953, 72.24594, 284.1441] [638.56960409 316.27693968 380.22339493 96.83035515] 0.108732 23370.566733 0 99518.668358 8403.680 50.678381
2019-10-31 ['QCOM', 'LRCX', 'KLAC', 'ASML'] [76.10236, 262.2571, 162.9088, 257.0932] [79.04465, 258.1835, 158.6804, 266.7352] [328.50492416 95.32630384 153.46009546 97.24100054] 0.008669 21078.635999 0 89758.960891 8083.830 48.711466
2019-09-30 ['MELI', 'KLAC', 'LRCX', 'WDC'] [551.23, 153.6666, 223.621, 57.89116] [521.52, 162.9088, 262.2571, 50.58055] [ 45.35311939 162.68987535 111.7962982 431.84486198] 0.013185 20897.466959 0 88987.490444 7749.450 46.655198
2019-08-30 ['MELI', 'SNPS', 'KLAC', 'CDNS'] [594.6, 141.81, 142.5355, 68.48] [551.23, 137.25, 153.6666, 66.08] [ 42.04507232 176.29222199 175.39490162 365.07009346] -0.015512 20625.520547 0 87829.463553 7691.000 46.295760
2019-07-31 ['MELI', 'AMD', 'CDNS', 'SBUX'] [621.42, 30.45, 73.91, 90.01453] [594.6, 31.45, 68.48, 92.14011] [ 40.23043996 821.0180624 338.24922203 277.73293934] -0.015043 20950.508471 0 89213.356622 7848.780 47.266027
2019-06-28 ['MELI', 'CDNS', 'SBUX', 'XLNX-202202'] [611.77, 70.81, 79.69076, 114.8671] [621.42, 73.91, 90.01453, 111.2532] [ 40.86503098 353.05747776 313.71265627 217.64282375] 0.039410 21270.482904 0 90575.900796 7671.070 46.173201
2019-05-31 ['MELI', 'SBUX', 'CDNS', 'XLNX-202202'] [570.52, 72.30441, 63.57, 99.66124] [611.77, 79.69076, 70.81, 114.8671] [ 43.81967328 345.76037617 393.26726443 250.84977871] 0.110231 20464.000012 0 87141.662148 7127.960 42.833349
2019-04-30 ['XLNX-202202', 'WDAY', 'CDNS', 'SBUX'] [116.647, 205.63, 69.38, 73.50343] [99.66124, 204.12, 63.57, 72.30441] [214.32184282 121.57759082 360.33439031 340.12018215] -0.063254 18432.198448 0 78489.660326 7781.460 46.852043
2019-03-29 ['XLNX-202202', 'AMD', 'MELI', 'WDAY'] [123.1037, 25.52, 507.73, 192.85] [116.647, 27.63, 484.14, 205.63] [203.08081723 979.62382445 49.23876864 129.6344309 ] 0.012510 19676.827704 0 83789.653582 7378.770 44.375703
2019-02-28 ['XLNX-202202', 'AMD', 'MELI', 'WDAY'] [121.657, 23.53, 458.79, 197.93] [123.1037, 25.52, 507.73, 192.85] [ 205.49577912 1062.47343816 54.49116153 126.30728035] 0.044368 19433.719677 0 82754.428918 7097.530 42.646220
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 18608.120299 0 79238.786718 6906.840 41.473573
2018-12-31 ['AMD', 'ORLY', 'LULU', 'TFCF-201903'] [18.46, 344.33, 121.61, 51.18388] [24.41, 344.66, 147.81, 52.55507] [1354.27952329 72.60476868 205.57519941 488.43503072] 0.141377 17743.276203 SELL 75556.029095 6329.960 37.926052
2018-11-30 ['ILMN', 'ULTA', 'ORLY', 'SHPG-201901'] [337.5, 297.79, 346.78, 175.58] [299.93, 244.84, 344.33, 174.04] [ 74.07407407 83.9517781 72.09181614 142.3852375 ] -0.076241 15545.495931 0 75556.029095 6949.010 41.732897
2018-10-31 ['ILMN', 'AAPL', 'SHPG-201901', 'INTU'] [311.15, 52.86405, 181.8, 206.1062] [337.5, 43.28521, 175.58, 209.5544] [ 80.34709947 472.91117499 137.51375138 121.29669074] -0.028499 16828.520479 SELL 81791.934366 6967.100 41.844141
2018-09-28 ['NFLX', 'ALGN', 'AMZN', 'ILMN'] [374.13, 391.22, 2003., 367.06] [301.78, 221.2, 1598.01, 311.15] [66.82169299 63.90266346 12.48127808 68.10875606] -0.245620 17322.180929 0 81791.934366 7627.650 45.906189
2018-08-31 ['NFLX', 'AMZN', 'IDXX', 'ILMN'] [367.68, 2012.71, 254.04, 354.83] [374.13, 2003., 249.66, 367.06] [67.99390775 12.42106414 98.40969926 70.45627484] 0.007486 22962.152583 0 108422.772206 7654.550 46.071611
2018-07-31 ['TFCF-201903', 'TFCFA-201903', 'NFLX', 'AMZN'] [47.39181, 47.83081, 337.45, 1777.44] [47.90393, 48.25598, 367.68, 2012.71] [527.51730732 522.67565613 74.08504964 14.06517238] 0.060411 22791.535619 0 107617.152430 7231.980 43.473019
2018-06-29 ['NFLX', 'TFCF-201903', 'TFCFA-201903', 'ALGN'] [391.43, 52.56629, 52.81585, 342.14] [337.45, 47.39181, 47.83081, 356.65] [ 63.86838004 475.5899646 473.34275601 73.06950371] -0.072079 21493.118628 0 101486.282548 7040.800 42.297359
2018-05-31 ['NFLX', 'ALGN', 'STX', 'MU'] [351.6, 331.95, 46.94205, 57.36996] [391.43, 342.14, 47.54993, 52.23964] [ 71.10352673 75.31254707 532.571543 435.76812673] 0.016876 23162.669980 0 109369.575948 6967.730 41.848015
2018-04-30 ['STX', 'NFLX', 'MU', 'AMZN'] [48.22494, 312.46, 45.80432, 1566.13] [46.94205, 351.6, 57.36996, 1629.62] [518.40396276 80.01024131 545.80004681 15.96291496] 0.097926 22778.264449 0 107554.488573 6605.570 39.620914
2018-03-30 ['NFLX', 'MU', 'ALGN', 'NVDA'] [295.35, 51.94079, 251.13, 57.39282] [312.46, 45.80432, 249.85, 55.7349] [ 84.64533604 481.31728455 99.55003385 435.59455695] -0.023549 20746.637917 0 97961.547323 6581.130 39.470621
2018-02-28 ['ALGN', 'NFLX', 'NVDA', 'MU'] [262.52, 291.38, 59.97264, 48.62351] [251.13, 295.35, 57.39282, 51.94079] [ 95.23083956 85.79861349 416.85675335 514.15457255] -0.001139 21246.985810 0 100324.091748 6854.420 41.151216
2018-01-31 ['NVDA', 'TTWO', 'ALGN', 'PYPL'] [60.87652, 126.67, 262., 85.32] [59.97264, 111.87, 262.52, 79.41] [410.66736403 197.36322728 95.41984733 293.01453352] -0.049743 21271.209351 0 100438.470552 6949.990 41.738923
2017-12-29 ['ALGN', 'TTWO', 'NVDA', 'PYPL'] [222.19, 109.78, 47.92355, 73.62] [262., 126.67, 60.87652, 85.32] [112.51631487 227.72818364 521.66419224 339.58163543] 0.190558 22384.683347 0 105696.075952 6396.420 38.334748
2017-11-30 ['ALGN', 'NVDA', 'MU', 'PYPL'] [260.88, 49.70922, 42.22804, 75.73] [222.19, 47.92355, 40.96289, 73.62] [ 95.82950015 502.92480952 592.02368853 330.12016374] -0.060513 18801.840483 0 88778.596012 6365.560 38.144974
2017-10-31 ['ALGN', 'NVDA', 'MU', 'LRCX'] [238.98, 51.18443, 44.14071, 193.6343] [260.88, 49.70922, 42.22804, 178.5572] [104.61126454 488.42978226 566.37059078 129.10935717] -0.014594 20012.869961 0 94496.839228 6248.560 37.425484
2017-09-29 ['VRTX', 'ATVI', 'MU', 'LRCX'] [152.04, 62.57496, 39.17973, 171.7892] [146.23, 63.52556, 44.14071, 193.6343] [164.43041305 399.5208307 638.08505061 145.52719263] 0.057690 20309.268407 0 95896.374442 5979.300 35.769671
2017-08-31 ['VRTX', 'TSLA', 'NVDA', 'ATVI'] [160.54, 71.18, 41.93554, 63.59346] [152.04, 68.22, 44.24467, 62.57496] [155.72443005 351.22225344 596.15304823 393.12218583] -0.013871 19201.527113 0 90665.837736 5988.600 35.826861
2017-07-31 ['NVDA', 'VRTX', 'JD', 'MELI'] [40.18502, 151.82, 45.17, 288.1227] [41.93554, 160.54, 41.91, 258.2036] [622.12237296 164.6686866 553.46468895 86.76858852] -0.018754 19471.613104 0 91941.130712 5880.330 35.161055
2017-06-30 ['NVDA', 'CSX', 'TSLA', 'MU'] [35.7464, 17.08828, 72.322, 29.74591] [40.18502, 15.45336, 64.694, 28.01256] [ 699.37112548 1462.99100904 345.67628108 840.4516789 ] -0.033812 19843.759873 0 93698.334624 5646.920 33.725702
2017-05-31 ['NVDA', 'WDC', 'CSX', 'MU'] [35.69447, 81.19453, 16.96613, 30.65244] [35.7464, 80.31546, 17.08828, 29.74591] [ 700.38860361 307.90251511 1473.5240152 815.59575681] -0.007937 20538.207221 0 96977.378537 5788.800 34.598192
2017-04-28 ['MU', 'WDC', 'NVDA', 'CSX'] [27.56428, 80.30199, 25.76388, 15.86396] [30.65244, 81.19453, 35.69447, 16.96613] [ 906.97090582 311.32478784 970.3507391 1575.89908194] 0.144518 20702.516417 0 97753.214270 5583.530 33.335885
2017-03-31 ['NVDA', 'MU', 'STX', 'CSX'] [26.90757, 28.78958, 36.05788, 14.52532] [25.76388, 27.56428, 33.07465, 15.86396] [ 929.10656741 868.36973655 693.32972432 1721.13247763] -0.018910 18088.414064 0 85409.936657 5436.230 32.430065
2017-02-28 ['STX', 'NVDA', 'CSX', 'MU'] [37.3236, 25.06729, 15.15252, 23.35044] [36.05788, 26.90757, 14.52532, 28.78958] [ 669.81748813 997.31562526 1649.89057926 1070.64363669] 0.057761 18437.060460 0 87056.176425 5330.300 31.778649
2017-01-31 ['NVDA', 'MU', 'STX', 'WDC'] [26.93533, 24.01788, 34.9691, 71.43528] [25.06729, 23.35044, 37.3236, 68.88177] [ 928.1490147 1040.89120272 714.91688376 349.96713109] -0.016389 17430.269303 0 82302.306429 5116.770 30.465547
2016-12-30 ['NVDA', 'MU', 'AMAT', 'NTES'] [26.33337, 21.83625, 30.22291, 38.93737] [26.93533, 24.01788, 32.07731, 45.90972] [ 949.36576671 1144.88522526 827.18705777 642.05671826] 0.090798 17720.698199 0 83673.654601 4863.620 28.908803
2016-11-30 ['NVDA', 'MU', 'AMAT', 'NTES'] [22.74627, 19.45538, 30.15735, 40.52134] [26.33337, 21.83625, 30.22291, 38.93737] [1099.08129992 1284.99160643 828.98530541 616.95886661] 0.060790 16245.631268 0 76708.678420 4810.810 28.584048
2016-10-31 ['NVDA', 'AMAT', 'NTES', 'NLOK'] [17.52934, 27.1484, 46.31366, 13.20076] [22.74627, 30.15735, 40.52134, 12.90371] [1426.18033537 920.86458134 539.79754569 1893.83035522] 0.065219 15314.651110 0 72312.773059 4801.270 28.525382
2016-09-30 ['NVDA', 'AMAT', 'NLOK', 'LLTC-201703'] [16.879, 28.14733, 13.23767, 58.67955] [17.52934, 27.1484, 13.20076, 59.44162] [1481.13039872 888.1837105 1888.5498732 426.04280367] 0.003310 14377.000932 0 67885.373177 4875.700 28.983089
2016-08-31 ['NVDA', 'AMAT', 'NLOK', 'ULTA'] [15.11031, 27.85792, 12.7261, 247.21] [16.879, 28.14733, 13.23767, 237.98] [1654.49947751 897.41086197 1964.46672586 101.12859512] 0.032576 14329.573904 0 67661.432069 4771.050 28.339544
2016-07-29 ['NVDA', 'AMAT', 'ULTA', 'DLTR'] [14.03996, 24.45952, 261.21, 96.29] [15.11031, 27.85792, 247.21, 82.7] [1780.63185365 1022.09691768 95.70843383 259.63236058] 0.005111 13877.505601 0 65526.854378 4730.230 28.088522
2016-06-30 ['NVDA', 'AMAT', 'NTES', 'MAT'] [11.559, 22.30106, 34.69654, 29.34668] [14.03996, 24.45952, 36.6808, 31.30687] [2162.81685267 1121.02294689 720.53294075 851.88511954] 0.108851 13806.942238 0 65193.668046 4417.700 26.166621
2016-05-31 ['NVDA', 'NTES', 'AMAT', 'ULTA'] [11.48769, 31.93476, 22.71972, 233.01] [11.559, 34.69654, 22.30106, 243.64] [2176.24256922 782.84602734 1100.36567352 107.29153255] 0.029971 12451.572769 0 58793.879757 4523.890 26.819635
2016-04-29 ['NVDA', 'MAT', 'ATVI', 'ULTA'] [8.713623, 28.80097, 33.23257, 208.28] [11.48769, 29.90003, 37.85062, 233.01] [2869.07064949 868.02631995 752.27404922 120.03072787] 0.153554 12089.249938 0 57083.062551 4341.300 25.696799
2016-03-31 ['NVDA', 'GOOG', 'GOOGL', 'ATVI'] [8.738149, 744.95, 762.9, 32.62519] [8.713623, 693.01, 707.88, 33.23257] [2861.01781968 33.55929928 32.76969459 766.27906228] -0.031508 10480.002912 0 49484.514326 4483.660 26.572241
2016-02-29 ['NVDA', 'FB', 'MAT', 'GOOGL'] [7.690944, 106.92, 30.12568, 717.22] [8.738149, 114.1, 31.1447, 762.9] [3250.57626216 233.81967826 829.85678664 34.85680823] 0.075207 10820.949983 0 51094.399394 4201.120 24.834763
2016-01-29 ['ATVI', 'FB', 'AMZN', 'GOOGL'] [33.29903, 112.21, 587., 761.35] [30.28662, 106.92, 552.52, 717.22] [750.7726201 222.7965422 42.58943782 32.83640901] -0.063578 10064.057886 SELL 47520.503650 4279.170 25.314731
2015-12-31 ['NFLX', 'AMZN', 'ATVI', 'NVDA'] [114.38, 675.89, 37.01911, 8.053995] [91.84, 587., 33.29903, 7.157207] [ 218.56968001 36.98826732 675.32687847 3104.0496052 ] -0.135104 10747.351174 SELL 47520.503650 4593.270 27.246287
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 12426.176320 0 47520.503650 4664.510 27.684377
2015-10-30 ['AMZN', 'NFLX', 'ATVI', 'NVDA'] [625.9, 108.38, 33.24165, 6.906175] [664.8, 123.33, 36.01498, 7.750993] [ 39.94248282 230.66986529 752.06856459 3619.94881392] 0.101462 12391.835132 0 47389.175193 4648.830 27.587953
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 11250.350975 SELL 43023.882070 4181.060 24.711404
2015-08-31 ['NFLX', 'AMZN', 'EA', 'BMRN'] [115.03, 512.89, 65.6464, 129.24] [103.26, 511.89, 67.23421, 105.32] [217.33460836 48.74339527 380.82819469 193.43856391] -0.066291 10086.938357 SELL 43023.882070 4274.580 25.286505
2015-07-31 ['NFLX', 'BMRN', 'AMZN', 'EA'] [114.31, 146.27, 536.15, 71.00529] [115.03, 129.24, 512.89, 65.6464] [218.7035255 170.9167977 46.62874196 352.08644314] -0.057246 10803.090267 0 43023.882070 4588.910 27.219475
2015-06-30 ['EA', 'KRFT-201507', 'AVGO', 'ORLY'] [65.99373, 85.14, 109.8154, 225.98] [71.00529, 88.19, 103.3799, 240.31] [378.82386706 293.63401456 227.65477337 110.62925923] 0.029143 11459.079430 0 45636.393834 4396.760 26.037850
2015-05-29 ['AVGO', 'EA', 'NXPI', 'VTRS'] [121.9781, 62.27724, 107.1534, 70.39019] [109.8154, 65.99373, 93.7413, 65.7673] [204.95482386 401.43076347 233.31037559 355.16312713] -0.057720 11134.581291 0 44344.062720 4508.250 26.723457
2015-04-30 ['MNST', 'EA', 'AVGO', 'KRFT-201507'] [45.70329, 57.64776, 96.28421, 84.75] [42.42662, 62.27724, 121.9781, 84.45] [547.00657217 433.66819457 259.64797343 294.98525074] 0.067982 11816.631692 0 47060.364749 4414.250 26.145405
2015-03-31 ['MNST', 'AVGO', 'EA', 'ROST'] [46.13162, 104.6045, 58.36724, 49.4702] [45.70329, 96.28421, 57.64776, 46.42761] [541.92764095 238.99545431 428.32246308 505.35473881] -0.040664 11064.451564 0 44064.767350 4333.690 25.650002
2015-02-27 ['MNST', 'AVGO', 'VRTX', 'EA'] [47.03995, 104.8222, 119.43, 56.74469] [46.13162, 104.6045, 117.97, 58.36724] [531.46314994 238.49909657 209.32763962 440.56985773] -0.001254 11533.446728 0 45932.565556 4440.670 26.307874
2015-01-30 ['EA', 'MNST', 'AVGO', 'VRTX'] [54.44235, 38.98329, 84.50173, 110.14] [56.74469, 47.03995, 104.8222, 119.43] [459.20133866 641.30041359 295.85193108 226.98383875] 0.143445 11547.932097 0 45990.254309 4148.430 24.510746
2014-12-31 ['VRTX', 'SPLS-201709', 'EA', 'CELG-201911'] [118.8, 16.12025, 46.65707, 111.86] [110.14, 15.16834, 54.44235, 119.16] [ 210.43771044 1550.84443479 535.82447419 223.49365278] 0.025044 10099.245153 0 40220.781439 4236.280 25.050979
2014-11-28 ['AAPL', 'INTC', 'AVGO', 'MNST'] [26.88463, 30.58371, 76.43935, 37.38329] [24.95186, 29.79551, 82.62081, 36.11663] [929.89935141 817.42862458 327.05667958 668.74798874] -0.012670 9852.499902 0 39238.105338 4337.780 25.675153
2014-10-31 ['GMCR-201603', 'AVGO', 'MAR', 'AAPL'] [149.17, 70.58773, 70.33188, 24.30845] [139.7233, 76.43935, 73.34453, 26.88463] [ 167.59402025 354.16920193 355.45758197 1028.44895499] 0.042096 9978.929683 0 39741.618674 4158.210 24.570888
2014-09-30 ['GMCR-201603', 'AVGO', 'TSLA', 'MU'] [127.6718, 71.20154, 48.536, 34.1291] [149.17, 70.58773, 48.34, 32.96357] [195.81458082 351.11600114 515.08158892 732.51272375] 0.030394 9575.826453 0 38136.238599 4049.440 23.902008
2014-08-29 ['TSLA', 'GMCR-201603', 'AVGO', 'ILMN'] [53.94, 130.8015, 66.93862, 179.36] [48.536, 127.6718, 71.20154, 163.92] [463.47793845 191.12930662 373.47647741 139.38447814] -0.036628 9293.362058 0 37011.309111 4082.560 24.105679
2014-07-31 ['GMCR-201603', 'MU', 'ILMN', 'AVGO'] [117.0268, 30.43328, 159.91, 56.57451] [130.8015, 32.47544, 179.36, 66.93862] [213.62628048 821.46912853 156.33794009 441.89512203] 0.122408 9646.702256 0 38418.505260 3892.500 22.936906
2014-06-30 ['ILMN', 'MU', 'NXPI', 'SNDK-201605'] [178.54, 32.82411, 63.17515, 102.3897] [159.91, 30.43328, 59.51904, 90.20813] [140.02464434 761.63527358 395.72521791 244.16518458] -0.088507 8594.646077 0 34228.635521 3849.480 22.672355
2014-05-30 ['MU', 'ILMN', 'AVGO', 'SNDK-201605'] [28.48077, 158.25, 57.39064, 94.74207] [32.82411, 178.54, 58.76802, 102.3897] [877.78525651 157.9778831 435.61110313 263.87432742] 0.096359 9429.199003 0 37552.286975 3736.820 21.979553
2014-04-30 ['MU', 'NXPI', 'AVGO', 'ILMN'] [26.0202, 56.913, 51.56794, 135.85] [28.48077, 59.2804, 57.39064, 158.25] [960.79200006 439.26695131 484.79733726 184.02649982] 0.103490 8600.466143 0 34251.814245 3582.020 21.027611
2014-03-31 ['FB', 'ILMN', 'TSLA', 'NXPI'] [60.24, 148.66, 41.69, 56.13978] [59.78, 135.85, 41.578, 56.913] [415.00664011 168.16897619 599.66418805 445.31702832] -0.020680 7793.874939 0 31039.521837 3595.740 21.111982
2014-02-28 ['FB', 'TSLA', 'ILMN', 'MU'] [68.46, 48.962, 171.49, 24.09758] [60.24, 41.69, 148.66, 23.5696] [ 365.17674554 510.60005719 145.78109511 1037.44857367] -0.105908 7958.454342 0 31694.968071 3696.100 21.729146
2014-01-31 ['TSLA', 'MU', 'ILMN', 'FB'] [36.282, 22.95197, 152., 62.57] [48.962, 24.09758, 171.49, 68.46] [ 689.04691031 1089.23112047 164.47368421 399.5525012 ] 0.155439 8901.155314 0 35449.324876 3521.920 20.658027
2013-12-31 ['TSLA', 'MU', 'FB', 'ILMN'] [30.0858, 21.6669, 54.649, 110.59] [36.282, 22.95197, 62.57, 152.] [ 830.95679689 1153.83372794 457.46491244 226.06022244] 0.196163 7703.699557 0 30680.393577 3592.000 21.088983
2013-11-29 ['TSLA', 'MU', 'NFLX', 'BIDU'] [25.456, 21.01938, 52.25709, 166.57] [30.0858, 21.6669, 52.59566, 177.88] [ 982.0867379 1189.37856397 478.40398308 150.08705049] 0.071765 6440.344511 0 25649.014854 3487.820 20.448329
2013-10-31 ['TSLA', 'MU', 'NFLX', 'GILD'] [31.988, 17.61245, 46.06853, 56.73661] [25.456, 21.01938, 52.25709, 59.63422] [ 781.54307865 1419.45044557 542.66980084 440.63260036] 0.043661 6009.103070 0 23931.572859 3377.731 19.771337
2013-09-30 ['TSLA', 'NFLX', 'MU', 'CELG-201911'] [38.674, 44.17281, 17.40325, 77.07] [31.988, 46.06853, 17.61245, 74.245] [ 646.42912551 565.95901415 1436.51329493 324.38043337] -0.038650 5757.717940 0 22930.418196 3218.198 18.790290
2013-08-30 ['TSLA', 'NFLX', 'GMCR-201603', 'MU'] [33.8, 40.55853, 84.05486, 13.51815] [38.674, 44.17281, 73.36176, 17.40325] [ 739.64497041 616.39314837 297.4248009 1849.3654827 ] 0.098374 5989.199385 0 23852.305375 3073.810 17.902377
2013-07-31 ['TSLA', 'NFLX', 'MU', 'CELG-201911'] [26.856, 34.92625, 13.18941, 73.43] [33.8, 40.55853, 13.51815, 69.99] [ 930.8906762 715.79399449 1895.46006986 340.46030233] 0.099476 5452.785747 0 21716.009507 3090.190 18.003105
2013-06-28 ['NFLX', 'MU', 'WDC', 'AABA-201910'] [30.15568, 14.27525, 50.97195, 6.850409] [34.92625, 13.18941, 52.85189, 7.657302] [ 829.03121402 1751.28281466 490.46583464 3649.41713699] 0.059201 4959.441028 0 19751.237902 2909.600 16.892568
2013-05-31 ['GILD', 'MU', 'VMED-201306', 'AABA-201910'] [43.42832, 11.63537, 49.66, 7.16935] [40.8695, 14.27525, 51., 6.850409] [ 575.66122751 2148.62097209 503.42327829 3487.06647046] 0.037615 4682.248455 0 18647.303724 2981.760 17.336316
2013-04-30 ['GILD', 'VMED-201306', 'CELG-201911', 'LIFE-201402'] [40.36729, 48.74113, 59.035, 73.69] [43.42832, 49.66, 61.825, 74.1] [619.31331036 512.91383684 423.47759804 339.25905822] 0.036876 4512.510082 0 17971.311616 2887.440 16.756296
2013-03-29 ['VMED-201306', 'GILD', 'CELG-201911', 'SIRI'] [48.93098, 39.01215, 57.955, 2.827736] [48.74113, 40.36729, 59.035, 2.983812] [ 510.92375424 640.82599908 431.36916573 8840.99505753] 0.026172 4352.023284 0 17332.164400 2818.690 16.333518
2013-02-28 ['VMED-201306', 'STRZA-201612', 'GILD', 'SIRI'] [46.32393, 18.56, 34.05392, 2.855278] [48.93098, 22.15, 39.01215, 2.827736] [ 539.67787275 1346.98275862 734.12987404 8755.71485509] 0.096415 4241.028944 0 16890.123534 2738.580 15.840882
2013-01-31 ['VMED-201306', 'STRZA-201612', 'EXPE', 'GILD'] [39.32542, 15.95, 60.90366, 31.44727] [46.32393, 18.56, 59.64359, 34.05392] [ 635.72111881 1567.39811912 410.4843617 794.98156756] 0.100950 3868.088359 0 15404.867800 2731.530 15.797528
2012-12-31 ['EXPE', 'GILD', 'VMED-201306', 'REGN'] [57.34745, 29.27505, 36.68975, 171.07] [60.90366, 31.44727, 39.32542, 173.94] [435.93917428 853.96950646 681.38921633 146.13900742] 0.056206 3513.409355 0 13992.339787 2660.930 15.363374
2012-11-30 ['EXPE', 'GILD', 'EBAY', 'AMZN'] [57.24377, 29.89284, 21.26377, 252.05] [57.34745, 29.27505, 20.53017, 250.87] [ 436.72874795 836.32067077 1175.70872898 99.18666931] -0.014509 3326.442120 0 13247.732820 2677.880 15.467608
2012-10-31 ['EXPE', 'SHLDQ', 'EBAY', 'CMCSA'] [54.60854, 47.23493, 19.42805, 15.7228] [57.24377, 31.66331, 21.26377, 15.58455] [ 457.80385266 529.26933521 1286.7992413 1590.04757422] -0.048928 3375.417083 0 13442.778217 2647.920 15.283369
2012-09-28 ['EXPE', 'STX', 'SHLDQ', 'VRTX'] [53.4021, 19.33704, 38.94691, 55.89] [54.60854, 17.06981, 47.23493, 48.28] [ 468.14638376 1292.85557665 641.89944722 447.30721059] -0.004503 3549.065157 0 14134.340916 2799.190 16.213603
2012-08-31 ['EXPE', 'STX', 'VRTX', 'AAPL'] [47.41929, 19.99285, 53.33, 20.43118] [53.4021, 19.33704, 55.89, 20.4883] [ 527.21160523 1250.44703481 468.77929871 1223.61997692] 0.036041 3565.120422 0 14198.281862 2772.240 16.047874
2012-07-31 ['EXPE', 'STX', 'ALXN-202107', 'ROST'] [52.48683, 18.56861, 104.85, 30.34577] [47.41929, 19.99285, 107.21, 31.66553] [ 476.30996195 1346.3581819 238.43586075 823.83805058] 0.011538 3441.099102 0 13704.360356 2642.530 15.250223
2012-06-29 ['STX', 'EXPE', 'MNST', 'ROST'] [15.29652, 44.27166, 23.73331, 28.53251] [18.56861, 52.48683, 22.13998, 30.34577] [1634.35866459 564.69533783 1053.37182214 876.19350699] 0.098972 3401.848757 0 13548.043768 2615.720 15.085355
2012-05-31 ['STX', 'MNST', 'ROST', 'EXPE'] [14.49242, 24.19997, 28.81569, 42.26391] [15.29652, 23.73331, 28.53251, 44.27166] [1725.03971041 1033.05913189 867.58290362 591.52122934] 0.018470 3095.481675 0 12327.920555 2524.870 14.526673
2012-04-30 ['STX', 'ORLY', 'MNST', 'ROST'] [19.02633, 105.5, 21.66664, 28.02728] [14.49242, 95.79, 24.19997, 28.81569] [1313.96858984 236.96682464 1153.84757397 891.9880916 ] -0.046320 3039.346117 0 12104.357707 2723.680 15.749254
2012-03-30 ['ALXN-202107', 'AAPL', 'STX', 'MNST'] [92.86, 18.33495, 16.53493, 20.69665] [90.32, 17.8588, 19.02633, 21.66664] [ 269.22248546 1363.51612631 1511.95076121 1207.92495404] 0.036055 3186.967544 0 12692.267895 2755.270 15.943517
2012-02-29 ['ALXN-202107', 'STX', 'FAST', 'MNST'] [83.73, 16.10561, 20.14892, 19.05998] [92.86, 16.53493, 20.69204, 20.69665] [ 298.57876508 1552.25415244 1240.76129142 1311.64880551] 0.062131 3076.060611 0 12250.575132 2623.100 15.130738
2012-01-31 ['ALXN-202107', 'MNST', 'DLTR', 'FAST'] [76.76, 17.41832, 42.4, 17.85406] [83.73, 19.05998, 44.255, 20.14892] [ 325.69046378 1435.27045088 589.62264151 1400.24173773] 0.089334 2896.122864 0 11533.963476 2467.950 14.176644
2011-12-30 ['MNST', 'BIIB', 'DLTR', 'ALXN-202107'] [15.35665, 101.3671, 41.555, 71.5] [17.41832, 108.6438, 42.4, 76.76] [1627.95922288 246.62834391 601.61232102 349.65034965] 0.074985 2658.617957 0 10588.087541 2277.830 13.007502
2011-11-30 ['BIIB', 'DLTR', 'ALXN-202107', 'EXPE'] [105.8805, 40.745, 68.66, 23.98238] [101.3671, 41.555, 71.5, 26.60078] [ 236.11524313 613.57221745 364.11302068 1042.43198548] 0.031949 2473.167989 SELL 9849.523172 2295.200 13.114319
2011-10-31 ['GMCR-201603', 'BIIB', 'ALXN-202107', 'DLTR'] [63.32114, 107.1793, 67.51, 39.98] [51.06009, 105.8805, 68.66, 40.745] [394.81285397 233.25399587 370.31550881 625.31265633] -0.042395 2396.599143 0 9849.523172 2360.080 13.513298
2011-09-30 ['GMCR-201603', 'ALXN-202107', 'CERN', 'ISRG'] [90.51164, 64.06, 33.14189, 40.47548] [63.32114, 67.51, 30.67995, 48.20657] [276.20756844 390.25913206 754.33235703 617.65790054] -0.032458 2502.702293 SELL 10285.585015 2139.180 12.154875
2011-08-31 ['GMCR-201603', 'WYNN', 'ALXN-202107', 'EA'] [102.0033, 110.9222, 57.95, 22.4081] [90.51164, 82.50343, 64.06, 20.29431] [ 245.09010983 225.38319651 431.40638481 1115.66799506] -0.089440 2586.659574 SELL 10285.585015 2241.010 12.781078
2011-07-29 ['GMCR-201603', 'WFM-201708', 'ALXN-202107', 'BIIB'] [101.234, 30.40305, 56.8, 93.83255] [102.0033, 30.10221, 57.95, 86.7677] [246.95260486 822.28592197 440.14084507 266.43206435] -0.014335 2840.734912 SELL 10285.585015 2362.810 13.530086
2011-06-30 ['GMCR-201603', 'BIIB', 'WYNN', 'WFM-201708'] [86.92779, 98.4841, 102.5945, 28.92164] [101.234, 93.83255, 110.1766, 30.40305] [287.59502571 253.84808309 243.67778 864.40464649] 0.060617 2882.050152 0 10285.585015 2325.070 13.298004
2011-05-31 ['GMCR-201603', 'NFLX', 'NVDA', 'WYNN'] [80.21781, 38.68567, 4.578572, 104.7244] [86.92779, 37.52711, 3.640696, 102.5945] [ 311.65148986 646.23412235 5460.21772727 238.72182605] -0.042870 2717.332654 0 9697.734096 2372.540 13.589921
2011-04-29 ['BKNG', 'NFLX', 'NVDA', 'BIDU'] [547.01, 33.23854, 4.569433, 148.52] [515.19, 38.68567, 4.578572, 135.71] [ 45.7030036 752.1389327 5471.13832285 168.32749798] 0.005365 2839.042002 0 10132.095671 2404.080 13.783876
2011-03-31 ['BKNG', 'NFLX', 'BIDU', 'JOY-201704'] [506.44, 33.96854, 137.81, 92.56664] [547.01, 33.23854, 148.52, 94.57143] [ 49.36418924 735.97511109 181.40918656 270.07569898] 0.039498 2823.893102 0 10078.031622 2338.990 13.383605
2011-02-28 ['BKNG', 'JOY-201704', 'NFLX', 'ALTR-201512'] [453.88, 91.0627, 29.52426, 39.15266] [506.44, 92.56664, 33.96854, 41.17296] [ 55.08063805 274.53611632 846.76127361 638.52622019] 0.083612 2716.593609 0 9695.096561 2350.990 13.457399
2011-01-31 ['NFLX', 'ILMN', 'BKNG', 'FFIV'] [30.58283, 69.34, 428.52, 108.38] [29.52426, 69.4, 453.88, 118.01] [817.45214553 360.54225555 58.34033417 230.66986529] 0.028572 2506.980393 0 8947.019866 2281.910 13.032592
2010-12-31 ['NFLX', 'FFIV', 'NTAP', 'ILMN'] [25.09997, 130.16, 44.29997, 63.34] [30.58283, 108.38, 44.11458, 69.34] [996.01712671 192.07129687 564.33446795 394.69529523] 0.035413 2437.341551 0 8698.489758 2217.860 12.638717
2010-11-30 ['BIDU', 'BKNG', 'WYNN', 'NTAP'] [105.05, 394.05, 72.01274, 41.05163] [96.53, 399.55, 73.96442, 44.29997] [237.98191337 63.44372542 347.16079405 608.98921675] 0.009771 2353.980978 0 8400.988945 2117.330 12.020509
2010-10-29 ['BIDU', 'BKNG', 'NTAP', 'VMED-201306'] [110.01, 376.81, 42.92164, 25.04885] [105.05, 394.05, 41.05163, 25.0981] [227.25206799 66.34643454 582.45677472 998.04981067] -0.010234 2331.203132 0 8319.698387 2124.450 12.064293
2010-09-30 ['BIDU', 'CTXS', 'ILMN', 'BKNG'] [102.62, 52.09418, 49.2, 348.34] [110.01, 48.95662, 54.31, 376.81] [243.61722861 479.90005793 508.1300813 71.76896136] 0.049344 2355.307437 0 8405.722871 1998.040 11.286935
2010-08-31 ['BIDU', 'SNDK-201605', 'CTXS', 'ILMN'] [78.43, 32.06015, 44.2312, 42.89] [102.62, 35.46648, 52.09418, 49.2] [318.75557822 779.78424929 565.21188663 582.88645372] 0.184892 2244.551756 SELL 8010.453214 1767.430 9.868801
2010-07-30 ['BIDU', 'SNDK-201605', 'WYNN', 'TIGO'] [81.41, 42.28881, 57.71362, 63.5498] [78.43, 32.06015, 53.20179, 62.77264] [307.08758138 591.17293677 433.17331334 393.39226874] -0.092222 1894.309737 0 8010.453214 1864.000 10.462657
2010-06-30 ['SNDK-201605', 'BIDU', 'NTAP', 'AAPL'] [40.71145, 68.08, 30.07336, 7.692088] [42.28881, 81.41, 34.0955, 7.867012] [ 614.0778577 367.21504113 831.30052645 3250.09282265] 0.097757 2086.753506 SELL 8824.238721 1739.140 9.694831
2010-05-31 ['SNDK-201605', 'BIDU', 'NTAP', 'WYNN'] [45.11452, 73.21, 30.3716, 55.21234] [40.71145, 68.08, 30.07336, 50.20321] [554.14531729 341.48340391 823.13740468 452.79732755] -0.067054 1900.924373 0 8824.238721 1852.390 10.391262
2010-04-30 ['QRTEA', 'SNDK-201605', 'BKNG', 'BIDU'] [6.541313, 38.55346, 262.05, 68.896] [5.523491, 45.11452, 191.16, 73.21] [3821.86267497 648.45022989 95.40164091 362.86576869] -0.048331 2037.549475 0 9458.463066 2000.630 11.302863
2010-03-31 ['QRTEA', 'SNDK-201605', 'BKNG', 'WYNN'] [6.515761, 33.51171, 255., 49.75149] [6.541313, 38.55346, 262.05, 57.89359] [3836.85036943 746.00788799 98.03921569 502.49751314] 0.086418 2141.026899 0 9938.813312 1958.340 11.042800
2010-02-26 ['ISRG', 'STX', 'QRTEA', 'WCRX-201309'] [38.57104, 11.67842, 5.361662, 14.24745] [38.68103, 10.71059, 6.515761, 13.35764] [ 648.15467771 2140.70053997 4662.73330919 1754.69996385] 0.018194 1970.721376 0 9148.241835 1818.680 10.183962
2010-01-29 ['WCRX-201309', 'ISRG', 'STX', 'NIHDQ-201506'] [14.30503, 36.45104, 9.801422, 32.74] [14.24745, 38.57104, 11.67842, 37.42] [1747.63701999 685.85148736 2550.6503036 763.59193647] 0.097146 1935.507477 0 8984.776178 1741.040 9.706515
2009-12-31 ['QRTEA', 'VMED-201306', 'ISRG', 'WYNN'] [4.616395, 16.46492, 33.71437, 38.20426] [4.420496, 13.88218, 36.45104, 40.599] [5415.48112759 1518.37968238 741.52356992 654.37728672] -0.013861 1764.130137 0 8189.229245 1860.310 10.439966
2009-11-30 ['STX', 'FLEX', 'QRTEA', 'WYNN'] [8.874658, 7.07, 4.531222, 42.3442] [10.66953, 7.31, 4.616395, 38.20426] [2817.00996252 3536.0678925 5517.27547227 590.3996297 ] 0.039305 1788.926420 0 8304.335515 1767.430 9.868801
2009-10-30 ['STX', 'QRTEA', 'BIDU', 'EXPE'] [8.182516, 4.820811, 37.792, 19.10205] [8.874658, 4.531222, 43.374, 21.46979] [3055.29497284 5185.84943488 661.51566469 1308.76005455] 0.074043 1721.271293 0 7990.275156 1667.130 9.252006
2009-09-30 ['QRTEA', 'STX', 'BIDU', 'FLEX'] [4.671758, 8.921582, 39.105, 7.47] [4.820811, 8.182516, 37.792, 6.48] [5351.30458384 2802.19360199 639.30443677 3346.72021419] -0.054260 1602.609039 0 7439.435751 1718.990 9.570919
2009-08-31 ['QRTEA', 'STX', 'EXPE', 'MRVL'] [4.079803, 8.12386, 19.42224, 13.18996] [4.671758, 8.921582, 20.18059, 14.00298] [6127.74685444 3077.35485348 1287.18417649 1895.38103224] 0.085993 1694.556304 0 7866.262102 1625.190 8.994096
2009-07-31 ['EXPE', 'MRVL', 'TIGO', 'STX'] [17.45053, 11.53797, 46.06616, 7.062186] [19.42224, 13.18996, 43.83585, 8.12386] [1432.62124417 2166.7589706 542.69771997 3539.980397 ] 0.089521 1560.374363 0 7243.379099 1603.360 8.859853
2009-06-30 ['ORLY', 'BRCM-201601', 'RYAAY', 'CTXS'] [38.08, 23.06812, 23.38555, 24.34472] [40.66, 26.26918, 23.30317, 27.17692] [ 656.51260504 1083.74674659 1069.03622109 1026.91671952] 0.079833 1432.165493 0 6648.223558 1477.250 8.084340
2009-05-29 ['MNST', 'RYAAY', 'ORLY', 'VRTX'] [6.113327, 23.98687, 36.05, 29.77] [5.143328, 23.38555, 38.08, 35.97] [4089.42626495 1042.23685708 693.48127601 839.77158213] 0.020209 1326.284155 0 6156.714154 1435.570 7.828029
2009-04-30 ['MNST', 'ORLY', 'RYAAY', 'CHRW'] [6.793326, 38.85, 22.52887, 39.83398] [6.113327, 36.05, 23.98687, 38.08057] [3680.08248095 643.5006435 1109.68725906 627.60487403] -0.037868 1300.012290 0 6034.758116 1394.330 7.574424
2009-03-31 ['APOL-201702', 'ORLY', 'MNST', 'AMGN'] [78.33, 35.01, 5.999994, 37.96735] [62.95, 38.85, 6.793326, 37.16231] [ 319.16251755 714.08169095 4166.67083334 658.46049303] 0.006088 1351.178429 0 6272.275311 1237.010 6.606986
2009-02-27 ['APOL-201702', 'ORLY', 'AMGN', 'MNST'] [72.5, 33.36, 37.515, 5.546661] [78.33, 35.01, 37.96735, 5.999994] [ 344.82758621 749.40047962 666.40010662 4507.21614319] 0.055916 1343.001959 SELL 6234.319499 1116.990 5.868924
2009-01-30 ['APOL-201702', 'AMGN', 'VRTX', 'CEPH-201110'] [81.46, 42.0539, 33.05, 77.18] [72.5, 37.515, 30.14, 65.59] [306.89909158 594.47518542 756.42965204 323.9181135 ] -0.114035 1271.883673 SELL 6234.319499 1180.250 6.257941
2008-12-31 ['APOL-201702', 'AMGN', 'VRTX', 'CEPH-201110'] [76.62, 44.27736, 30.38, 77.04] [81.46, 42.0539, 33.05, 77.18] [326.28556513 564.62264236 822.90980908 324.50674974] 0.025664 1435.591339 0 6234.319499 1211.650 6.451035
2008-11-28 ['VRTX', 'APOL-201702', 'AMGN', 'CEPH-201110'] [24.59, 76.84, 42.58293, 73.48] [30.38, 76.62, 44.27736, 77.04] [1016.67344449 325.35137949 587.08970942 340.22863364] 0.080210 1399.670115 SELL 6078.324978 1185.750 6.291763
2008-10-31 ['VRTX', 'AMGN', 'CELG-201911', 'CEPH-201110'] [26.21, 45.91811, 32.13, 71.72] [24.59, 42.58293, 26.05, 73.48] [953.83441435 544.44749577 778.08901338 348.57780257] -0.074783 1295.739399 SELL 6078.324978 1334.780 7.208222
2008-09-30 ['VRTX', 'CELG-201911', 'AMGN', 'FAST'] [33.24, 31.64, 45.44275, 8.745139] [26.21, 32.13, 45.91811, 7.128554] [ 752.10589651 790.13906448 550.14276205 2858.73100473] -0.092600 1400.471207 SELL 6078.324978 1594.630 8.806168
2008-08-29 ['ATVI', 'FAST', 'QCOM', 'LEAP-201403'] [14.54867, 9.19488, 37.526, 44.66] [13.67983, 8.745139, 30.62663, 38.1] [1718.3701328 2718.90443377 666.2047647 559.78504254] -0.109844 1543.389067 0 6078.324978 1872.540 10.515174
2008-07-31 ['ATVI', 'QCOM', 'JOY-201704', 'STLD'] [15.94945, 39.32532, 64.4142, 22.4402] [14.54867, 37.526, 63.36174, 17.58807] [1567.4521692 635.72273538 388.11318001 1114.07206709] -0.091536 1733.840614 SELL 6828.379789 1849.150 10.371337
2008-06-30 ['STLD', 'ATVI', 'JOY-201704', 'GILD'] [27.67483, 15.10278, 67.63403, 21.10435] [22.4402, 15.94945, 64.4142, 21.51487] [ 903.34791578 1655.32438399 369.63640936 1184.58990682] -0.040310 1908.541233 SELL 6828.379789 1837.090 10.297174
2008-05-30 ['JOY-201704', 'ATVI', 'STLD', 'BIDU'] [74.98968, 14.96093, 25.50692, 34.506] [67.63403, 15.10278, 27.67483, 31.296] [ 333.37920631 1671.01911445 980.12617752 724.51167913] -0.024160 1988.706948 0 6828.379789 2032.570 11.499277
2008-04-30 ['BIDU', 'BB', 'STLD', 'ATVI'] [36.56, 121.63, 24.62372, 11.9909] [34.506, 138.87, 25.50692, 14.96093] [ 683.80743982 205.54139604 1015.2812004 2084.91439342] 0.092279 2037.944583 0 6997.441033 1917.700 10.792885
2008-03-31 ['ISRG', 'BB', 'STLD', 'ATVI'] [36.03882, 112.23, 23.34484, 12.10616] [32.13994, 121.63, 24.62372, 11.9909] [ 693.69640848 222.75683863 1070.90046451 2065.06439697] 0.005208 1865.772106 SELL 6406.273460 1781.930 9.957968
2008-02-29 ['ISRG', 'BB', 'BIDU', 'BEAS-200804'] [31.32438, 103.8, 25.133, 19.07] [36.03882, 112.23, 23.963, 19.15] [ 798.10039337 240.8477842 994.70815263 1310.95962244] 0.047340 1856.105341 SELL 6406.273460 1745.270 9.732528
2008-01-31 ['BIDU', 'BB', 'FWLT-201412', 'ISRG'] [27.995, 93.88, 67.67245, 28.22217] [25.133, 103.8, 64.68762, 31.32438] [893.01661011 266.29740094 369.42655394 885.82841078] 0.017312 1772.208774 SELL 6406.273460 1841.420 10.323802
2007-12-31 ['BIDU', 'ISRG', 'FWLT-201412', 'BB'] [38.98, 35.88882, 76.60715, 113.4] [27.995, 28.22217, 67.67245, 93.88] [641.35454079 696.59576436 326.34029591 220.45855379] -0.196049 1742.050278 SELL 6406.273460 2084.930 11.821265
2007-11-30 ['ISRG', 'FWLT-201412', 'BB', 'AMZN'] [36.40881, 73.63221, 113.82, 90.56] [35.88882, 76.60715, 113.4, 92.64] [686.6469956 339.52532458 219.64505359 276.06007067] 0.011350 2166.862317 SELL 6406.273460 2089.100 11.846908
2007-10-31 ['ISRG', 'BB', 'FWLT-201412', 'AMZN'] [36.31882, 124.51, 73.26157, 89.15] [36.40881, 113.82, 73.63221, 90.56] [688.34835493 200.78708537 341.24302823 280.4262479 ] -0.015626 2142.545033 0 6406.273460 2238.980 12.768595
2007-09-28 ['ISRG', 'FWLT-201412', 'AMZN', 'BB'] [25.5555, 64.87541, 93.15, 98.55] [36.31882, 73.26157, 89.15, 124.51] [978.26299622 385.35401934 268.38432636 253.67833587] 0.192730 2176.555677 0 6507.966300 2091.110 11.859269
2007-08-31 ['FWLT-201412', 'ISRG', 'GRMN', 'AMZN'] [58.53019, 24.58662, 60.53638, 79.91] [64.87541, 25.5555, 70.98148, 93.15] [ 427.12999907 1016.81320979 412.97480953 312.85195845] 0.121511 1824.852718 0 5456.363976 1988.730 11.229684
2007-07-31 ['FWLT-201412', 'ISRG', 'AMZN', 'BB'] [55.54043, 23.62329, 78.54, 71.33334] [58.53019, 24.58662, 79.91, 85.41] [ 450.12255037 1058.27765735 318.30914184 350.46725697] 0.077347 1627.137210 0 4865.188720 1932.060 10.881192
2007-06-29 ['TIGO', 'AMZN', 'BB', 'EXPE'] [55.76719, 68.41, 66.66334, 24.68015] [48.86628, 78.54, 71.33334, 22.42195] [ 448.29226647 365.44364859 375.01871343 1012.95980778] 0.000722 1510.318304 0 4515.896711 1934.100 10.893737
2007-05-31 ['AMZN', 'TIGO', 'MEDI-200706', 'BB'] [69.14, 51.77513, 57.88, 55.36] [68.41, 55.76719, 57.97, 66.66334] [361.58518947 482.85731006 431.92812716 451.58959538] 0.068070 1509.228775 0 4512.638986 1928.190 10.857393
2007-04-30 ['TIGO', 'AMZN', 'MEDI-200706', 'BB'] [49.44439, 61.33, 56.68, 43.86] [51.77513, 69.14, 57.88, 55.36] [505.61853428 407.6308495 441.07268878 569.99544004] 0.114463 1413.043174 0 4225.041175 1867.750 10.485718
2007-03-30 ['BB', 'TIGO', 'RYAAY', 'ATVI'] [45.49667, 47.6857, 36.89463, 8.395849] [43.86, 49.44439, 38.44323, 8.865733] [ 549.49076493 524.26618462 677.60538593 2977.66193746] 0.024712 1267.913974 0 3791.100545 1772.360 9.899118
2007-02-28 ['BB', 'RYAAY', 'AKAM', 'TIGO'] [46.87, 36.94406, 51.57, 43.75449] [45.49667, 36.89463, 49.92, 47.6857] [533.39022829 676.69877106 484.77797169 571.36993255] 0.006803 1237.337121 0 3699.674844 1761.650 9.833256
2007-01-31 ['AKAM', 'BB', 'WYNN', 'AEO'] [56.18, 42.59333, 65.85999, 19.19788] [51.57, 46.87, 57.77337, 18.40933] [ 444.99822001 586.94635991 379.59313386 1302.22712091] -0.036378 1228.976132 0 3674.675238 1792.280 10.021615
2006-12-29 ['CMCSA', 'AKAM', 'AEO', 'BB'] [10.84979, 53.12, 18.50419, 42.59333] [11.36754, 56.18, 19.19788, 42.59333] [2304.1920627 470.63253012 1351.04535784 586.94635991] 0.035703 1275.371104 0 3813.397586 1756.900 9.804046
2006-11-30 ['BB', 'AKAM', 'NVDA', 'ORCL'] [46.27667, 48.87, 5.634112, 15.96923] [42.59333, 53.12, 5.637158, 14.36812] [ 540.22901821 511.56128504 4437.25648336 1565.51067271] -0.023088 1231.405761 0 3681.939900 1791.250 10.015281
2006-10-31 ['AKAM', 'BB', 'GRMN', 'BEAS-200804'] [46.86, 39.16, 31.18806, 16.27] [48.87, 46.27667, 30.02545, 13.75] [ 533.50405463 638.40653728 801.58881315 1536.57037492] 0.008116 1260.507741 0 3768.955687 1732.540 9.654245
2006-09-29 ['AKAM', 'NVDA', 'BEAS-200804', 'BB'] [49.99, 4.506985, 15.2, 34.21667] [46.86, 5.311205, 16.27, 39.16] [ 500.10002 5546.94546354 1644.73684211 730.63801942] 0.082673 1250.360078 0 3738.613872 1654.130 9.172063
2006-08-31 ['AKAM', 'GRMN', 'TIGO', 'NVDA'] [39.2, 27.30488, 23.74548, 4.433874] [49.99, 28.48444, 24.90172, 4.506985] [ 637.75510204 915.58725034 1052.83194949 5638.41011269] 0.095909 1154.882429 0 3453.132857 1579.730 8.714540
2006-07-31 ['AKAM', 'TIGO', 'CELG-201911', 'GRMN'] [39.63, 21.29304, 23.945, 27.73408] [39.2, 23.74548, 20.345, 27.30488] [ 630.83522584 1174.09256734 1044.05930257 901.41803875] -0.015374 1053.812111 0 3150.929599 1509.430 8.282231
2006-06-30 ['TIGO', 'AKAM', 'EXPD', 'CELG-201911'] [27.64626, 36.19, 46.52887, 23.715] [21.29304, 39.63, 37.77304, 23.945] [ 904.28144711 690.79856314 537.3008199 1054.18511491] -0.078308 1070.266057 SELL 3200.127387 1575.230 8.686868
2006-05-31 ['TIGO', 'AKAM', 'VIAV', 'RHT-201907'] [27.47587, 31.29, 13.78134, 26.22] [27.64626, 36.19, 11.50719, 23.4] [ 909.88929559 798.97730904 1814.04711008 953.4706331 ] -0.027442 1161.197128 0 3200.127387 1579.580 8.713618
2006-04-28 ['JOY-201704', 'AMLN-201208', 'VIAV', 'AKAM'] [57.18609, 43.55, 15.87356, 33.69] [46.78308, 45.45, 13.78134, 31.29] [ 437.16924868 574.05281286 1574.94601085 742.05995844] -0.085333 1193.961553 0 3290.422421 1700.710 9.458506
2006-03-31 ['VIAV', 'JOY-201704', 'ISRG', 'SNDK-201605'] [18.9664, 52.03246, 13.11108, 55.66253] [15.87356, 57.18609, 14.11108, 61.76876] [1318.12046567 480.46930704 1906.78418559 449.13517226] 0.030487 1305.350408 0 3597.397453 1703.660 9.476647
2006-02-28 ['AMLN-201208', 'SNDK-201605', 'RHT-201907', 'JOY-201704'] [43.38, 58.39146, 26.87, 44.79477] [48.95, 55.66253, 27.98, 52.03246] [576.30244352 428.14480063 930.40565687 558.10086758] 0.071137 1266.731167 0 3490.967212 1670.570 9.273161
2006-01-31 ['SNDK-201605', 'RHT-201907', 'AMLN-201208', 'JOY-201704'] [65.18477, 28.87, 42.4, 46.94936] [58.39146, 26.87, 43.38, 44.79477] [383.52517007 865.95081399 589.62264151 532.48862178] -0.049068 1182.603821 0 3259.121801 1710.750 9.520247
2005-12-30 ['RHT-201907', 'GOOGL', 'SNDK-201605', 'ESRX-201812'] [27.26, 207.631, 60.79138, 20.95] [28.87, 216.5397, 65.18477, 22.8225] [ 917.09464417 120.40591241 411.24251497 1193.31742243] 0.065904 1243.625692 0 3427.291145 1645.200 9.117148
2005-11-30 ['ESRX-201812', 'CELG-201911', 'SNDK-201605', 'ISIL-201702'] [21.115, 15.23, 49.41114, 17.52944] [20.95, 16.2, 60.79138, 17.00321] [1183.99242245 1641.49704531 505.95877772 1426.17219945] 0.064043 1166.733101 0 3215.383901 1672.560 9.285398
2005-10-31 ['SNDK-201605', 'CELG-201911', 'ESRX-201812', 'WFM-201708'] [56.97861, 14.025, 18.8525, 30.43294] [49.41114, 15.23, 21.115, 31.09805] [ 438.76114212 1782.5311943 1326.08407373 821.47830607] 0.023743 1096.509032 SELL 3021.854343 1579.180 8.711158
2005-09-30 ['CELG-201911', 'SNDK-201605', 'AAPL', 'ESRX-201812'] [13.58, 46.68221, 1.639458, 15.55] [14.025, 56.97861, 1.761171, 18.8525] [ 1840.94256259 535.535914 15248.9420284 1607.7170418 ] 0.134988 1071.078659 0 3021.854343 1601.660 8.849399
2005-08-31 ['CELG-201911', 'SNDK-201605', 'ESRX-201812', 'MRVL'] [12.5475, 37.57608, 14.465, 20.40767] [13.58, 46.68221, 15.55, 19.94062] [1992.42877067 665.3168718 1728.3097131 1225.02960897] 0.094187 943.691686 0 2662.455084 1581.710 8.726716
2005-07-29 ['SIRI', 'WFM-201708', 'SHLDQ', 'ESRX-201812'] [6.148393, 28.76778, 104.0887, 13.075] [6.202484, 27.23994, 91.47147, 14.465] [4066.10312646 869.02778038 240.17976975 1912.0458891 ] -0.014805 862.459154 0 2433.272216 1605.140 8.870799
2005-06-30 ['SIRI', 'AAPL', 'SHLDQ', 'MCIP-200601'] [5.841875, 1.125694, 100.9041, 20.05279] [6.148393, 1.304288, 104.0887, 19.9046] [ 4279.44795121 22208.52203174 247.76000182 1246.70931077] 0.058823 875.419348 0 2469.837053 1493.520 8.184393
2005-05-31 ['SIRI', 'AAPL', 'SHLDQ', 'VRSN'] [5.418159, 1.215908, 98.64187, 27.35965] [5.841875, 1.125694, 100.9041, 24.42159] [ 4614.11339165 20560.76611059 253.44207282 913.75437917] -0.020111 826.785327 0 2332.624978 1542.630 8.486394
2005-04-29 ['AAPL', 'SIRI', 'MCIP-200601', 'SHLDQ'] [1.102758, 4.291254, 20.69236, 91.05404] [1.215908, 5.418159, 19.98259, 98.64187] [22670.43177198 5825.8029005 1208.17538454 274.562227 ] 0.103561 843.754205 SELL 2380.499591 1420.790 7.737140
2005-03-31 ['AAPL', 'SHLDQ', 'MCIP-200601', 'SIRI'] [1.274318, 89.66035, 19.42102, 5.066564] [1.102758, 91.05404, 20.69236, 4.291254] [19618.3370242 278.83005141 1287.26503551 4934.31051103] -0.051662 764.574207 0 2380.499591 1482.530 8.116810
2005-02-28 ['AAPL', 'CTSH', 'SHLDQ', 'SIRI'] [1.371872, 11.09903, 65.62434, 5.021488] [1.274318, 10.89157, 89.66035, 5.066564] [18223.27447459 2252.44908789 380.95621228 4978.60395166] 0.071360 806.225323 0 2510.180220 1511.020 8.292009
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 752.524874 0 2342.984026 1519.630 8.344956
2004-12-31 ['ADSK', 'SHLDQ', 'AAPL', 'SIRI'] [37.93044, 66.6208, 0.9847144, 6.869611] [29.35486, 63.40926, 1.175847, 5.968088] [ 659.101239 375.25817763 25388.07191202 3639.21625257] -0.052857 742.327272 0 2311.233822 1621.120 8.969068
2004-11-30 ['SHLDQ', 'AAPL', 'VRSN', 'BB'] [69.23312, 1.025235, 27.93707, 29.65667] [66.6208, 0.9847144, 28.53148, 27.47333] [ 361.0988498 24384.65327462 894.8683595 842.98068529] -0.032400 783.754009 0 2440.215848 1571.500 8.663930
2004-10-29 ['SHLDQ', 'AAPL', 'BB', 'AABA-201910'] [61.96845, 0.8012273, 29.4, 9.865353] [69.23312, 1.025235, 29.65667, 10.25517] [ 403.43110083 31202.1320292 850.34013605 2534.12118147] 0.111264 809.997785 0 2521.925771 1486.720 8.142576
2004-09-30 ['SHLDQ', 'BB', 'AAPL', 'BIIB'] [58.89157, 25.44667, 0.5925106, 56.34374] [61.96845, 29.4, 0.8012273, 53.57122] [ 424.50897471 982.44681917 42193.33797573 443.70501497] 0.127664 728.897632 0 2269.420677 1412.740 7.687636
2004-08-31 ['BB', 'SHLDQ', 'QCOM', 'AAPL'] [20.07333, 51.58651, 25.94779, 0.5273727] [25.44667, 58.89157, 26.62291, 0.5925106] [ 1245.43361764 484.62282097 963.47318982 47404.80498896] 0.139706 646.378538 0 2012.497714 1368.680 7.416690
2004-07-30 ['BB', 'BIIB', 'SBUX', 'QCOM'] [20.55667, 55.26605, 9.610407, 23.55505] [20.07333, 54.64891, 8.843456, 25.94779] [1216.15028115 452.35727902 2601.34664432 1061.34353355] -0.003226 567.144749 SELL 1765.803543 1400.390 7.611690
2004-06-30 ['BB', 'AABA-201910', 'BIIB', 'QCOM'] [22.81667, 9.922599, 58.25963, 24.83814] [20.55667, 8.396045, 55.26605, 23.55505] [1095.69012481 2519.50119117 429.11360748 1006.51659102] -0.088985 568.980098 0 1765.803543 1516.640 8.326569
2004-05-31 ['BB', 'AABA-201910', 'BIIB', 'QCOM'] [19.98833, 8.357882, 57.24642, 22.82672] [22.81667, 9.922599, 58.25963, 24.83814] [1250.72980084 2991.18843745 436.70853129 1095.20772148] 0.108633 624.555902 0 1938.280495 1466.220 8.016511
2004-04-30 ['BB', 'NLOK', 'BRCM-201601', 'BIIB'] [14.51667, 8.762575, 23.46825, 54.34495] [19.98833, 8.889006, 26.27228, 57.24642] [1722.15804313 2853.04262731 1065.26903369 460.02434449] 0.141056 563.357007 0 1748.352540 1401.360 7.617655
2004-03-31 ['BB', 'NLOK', 'JNPR', 'LIFE-201402'] [15.555, 9.00571, 21.71284, 35.845] [14.51667, 8.762575, 18.25814, 36.18] [1607.20025715 2776.0165495 1151.39244797 697.44734273] -0.060878 493.715609 0 1532.223666 1438.410 7.845494
2004-02-27 ['BB', 'SANM', 'LIFE-201402', 'QCOM'] [16.48333, 76.14, 37., 21.44006] [15.555, 66.24, 35.845, 22.52753] [1516.68382542 328.34252692 675.67567568 1166.04151294] -0.041709 525.720538 0 1631.549490 1470.380 8.042093
2004-01-30 ['BB', 'JNPR', 'SANM', 'ATYT-200610'] [14.50333, 24.05769, 78.3, 16.32] [16.48333, 21.58767, 76.14, 15.6] [1723.74206475 1039.16876475 319.28480204 1531.8627451 ] -0.009464 548.602440 0 1702.562421 1493.080 8.181687
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 553.843767 0 1718.828636 1467.920 8.026966
2003-11-28 ['SNDK-201605', 'MWW-201610', 'SANM', 'BRCM-201601'] [39.10506, 24.03, 73.14, 22.57493] [29.61185, 21.96, 75.60001, 21.10467] [ 639.30345587 1040.36620891 341.81022696 1107.42314594] -0.090099 514.671587 0 1597.259579 1424.250 7.758417
2003-10-31 ['SANM', 'MWW-201610', 'AMZN', 'AABA-201910'] [63.18, 25.47, 54.43, 5.957648] [73.14, 24.03, 53.97, 5.859513] [ 395.69484014 981.54691794 459.30553004 4196.28685683] 0.019046 565.634978 0 1755.422119 1416.390 7.710082
2003-09-30 ['AMZN', 'MWW-201610', 'JNPR', 'ERIC'] [48.43, 25.22, 12.51701, 4.671862] [54.43, 25.47, 15.02041, 5.428258] [ 516.20896139 991.27676447 1997.28209852 5351.18545882] 0.123927 555.063190 0 1722.613060 1303.700 7.017096
2003-08-29 ['LIFE-201402', 'MWW-201610', 'AMZN', 'VRTS-200507'] [28.935, 27.24, 46.32, 34.52] [28.97, 25.22, 48.43, 31.52] [864.00552964 917.76798825 539.72366149 724.21784473] -0.028575 493.860605 0 1532.673653 1341.200 7.247702
2003-07-31 ['SANM', 'JNPR', 'CTXS', 'AMZN'] [47.82, 12.04136, 13.88618, 41.64] [54.06, 14.36118, 15.80994, 46.32] [ 522.79381012 2076.17744175 1800.35114049 600.38424592] 0.143518 508.387721 0 1577.757892 1276.940 6.852535
2003-06-30 ['AABA-201910', 'CTXS', 'ERIC', 'VRSN'] [4.456992, 15.54275, 3.37836, 11.70979] [4.243001, 13.88618, 4.532024, 11.34466] [5609.16420761 1608.46697013 7400.04025622 2134.96569964] 0.038928 444.582048 0 1379.739921 1201.690 6.389786
2003-05-30 ['CTXS', 'AABA-201910', 'NVDA', 'AMZN'] [16.63441, 4.067175, 1.993035, 35.89] [15.54275, 4.456992, 1.744762, 36.32] [ 1502.90872956 6146.77263703 12543.68337736 696.57286152] -0.020593 427.923948 0 1328.042274 1197.890 6.366418
2003-04-30 ['CTXS', 'NXTL-200508', 'AMZN', 'VRSN'] [14.50453, 14.76, 28.69, 10.53796] [16.63441, 14.99, 35.89, 12.72028] [1723.59945479 1693.76693767 871.38375741 2372.37567802] 0.155119 436.921384 0 1355.965404 1106.060 5.801710
2003-03-31 ['NXTL-200508', 'CTXS', 'GENZ-201104', 'AABA-201910'] [13.39, 10.0463, 36.45, 3.273912] [14.76, 14.50453, 40.27, 3.376137] [1867.06497386 2488.47834526 685.87105624 7636.12461178] 0.170527 378.248032 0 1173.875357 1018.660 5.264244
2003-02-28 ['NXTL-200508', 'ORCL', 'EBAY', 'APOL-201702'] [14.08, 10.02583, 7.892395, 46.34] [13.39, 9.095338, 8.585822, 49.9] [1775.56818182 2493.55913675 3167.60628428 539.49072076] 0.005717 323.143314 0 1002.860400 1009.740 5.209390
2003-01-31 ['NXTL-200508', 'EBAY', 'TEVA', 'PIXR-200605'] [12.62, 7.564301, 14.8762, 27.495] [14.08, 7.892395, 14.66236, 26.995] [1980.98256735 3304.99804278 1680.5366962 909.25622841] 0.031626 321.306367 SELL 997.159521 983.050 5.045260
2002-12-31 ['NXTL-200508', 'PIXR-200605', 'TEVA', 'AMZN'] [11.55, 26.495, 14.95755, 18.89] [12.62, 27.495, 14.8762, 21.85] [2164.5021645 943.57425929 1671.39671938 1323.45156167] 0.070410 311.456281 SELL 997.159521 984.360 5.053316
2002-11-29 ['NXTL-200508', 'AMZN', 'INTU', 'TEVA'] [13.75, 23.35, 24.36699, 15.31396] [11.55, 18.89, 21.19576, 14.95755] [1818.18181818 1070.66381156 1025.97817785 1632.49740759] -0.126106 290.969034 0 997.159521 1116.100 5.863450
2002-10-31 ['NXTL-200508', 'AMZN', 'APOL-201702', 'INTU'] [11.28, 19.36, 41.5, 23.45447] [13.75, 23.35, 41.25, 24.36699] [2216.31205674 1291.32231405 602.40963855 1065.89490191] 0.114487 332.956942 0 1141.053327 989.540 5.085170
2002-09-30 ['AMZN', 'APOL-201702', 'SIAL-201511', 'ESRX-201812'] [15.93, 43.43, 21.44363, 6.815] [19.36, 41.5, 19.91163, 6.79375] [1569.36597615 575.63895924 1165.84738685 3668.37857667] 0.024079 298.753505 SELL 1023.837133 832.520 4.119577
2002-08-30 ['APOL-201702', 'AMZN', 'SIAL-201511', 'ESRX-201812'] [41.83, 14.94, 22.19658, 6.] [43.43, 15.93, 21.44363, 6.815] [ 597.65718384 1673.3601071 1126.29963715 4166.66666667] 0.051607 291.728932 0 1023.837133 942.380 4.795160
2002-07-31 ['AMZN', 'APOL-201702', 'DLTR', 'SIAL-201511'] [14.46, 39.25, 10.4, 20.82127] [14.94, 41.83, 8.203334, 22.19658] [1728.90733057 636.94267516 2403.84615385 1200.69525058] -0.011559 277.412600 SELL 973.593256 962.110 4.916490
2002-06-28 ['AMZN', 'DLTR', 'QLGC-201608', 'NLOK'] [16.25, 13.13667, 19.05, 3.19479] [14.46, 10.4, 20.375, 3.261895] [1538.46153846 1903.06980384 1312.33595801 7825.24046964] -0.056980 280.656800 SELL 973.593256 1051.410 5.465640
2002-05-31 ['AMZN', 'NLOK', 'QLGC-201608', 'IMNX-200207'] [18.23, 3.342616, 22.86, 25.24] [16.25, 3.19479, 19.05, 22.34] [1371.36588042 7479.17200181 1093.61329834 990.49128368] -0.108600 297.614778 SELL 973.593256 1208.340 6.430680
2002-04-30 ['IMNX-200207', 'NLOK', 'NTAP', 'AMZN'] [27.14, 3.44376, 14.0654, 16.69] [25.24, 3.342616, 10.48658, 18.23] [ 921.14959469 7259.50705043 1777.41123608 1497.90293589] -0.065387 333.873477 SELL 973.593256 1277.070 6.853335
2002-03-29 ['NLOK', 'IMNX-200207', 'NTAP', 'PCAR'] [4.007833, 30.26, 16.4271, 7.523572] [3.44376, 27.14, 14.0654, 7.344758] [6237.7848578 826.1731659 1521.87543754 3322.88971249] -0.102846 357.231808 0 973.593256 1452.810 7.934047
2002-02-28 ['IMNX-200207', 'PCAR', 'MCHP', 'APOL-201702'] [28.74, 7.39203, 6.754172, 32.36829] [30.26, 7.523572, 8.265859, 35.70179] [ 869.8677801 3382.0209063 3701.41595446 772.3608507 ] 0.099371 398.183459 0 1085.202161 1359.220 7.358516
2002-01-31 ['SEPR-200910', 'IMNX-200207', 'NVDA', 'APOL-201702'] [49.36, 27.95, 5.006576, 31.10156] [43.02, 28.74, 3.88478, 32.36829] [ 506.48298217 894.45438283 4993.4326374 803.81820076] -0.070879 362.191991 SELL 987.111651 1550.170 8.532761
2001-12-31 ['NVDA', 'GILD', 'QLGC-201608', 'IMNX-200207'] [5.094919, 3.274263, 22.255, 27.71] [5.006576, 3.259316, 24.465, 27.95] [4906.84935325 7635.30602154 1123.34306897 902.20137135] 0.021515 389.822095 0 987.111651 1577.050 8.698060
2001-11-30 ['NVDA', 'RFMD-201412', 'GILD', 'EBAY'] [4.161231, 24.25, 3.597604, 6.850744] [5.094919, 19.23, 3.274263, 6.732992] [6007.8375846 1030.92783505 6949.06943621 3649.23868123] -0.022424 381.611697 0 966.321194 1596.050 8.814900
2001-10-31 ['GILD', 'NVDA', 'BMET-200709', 'CHIR-200604'] [3.133766, 3.264099, 29.60224, 53.82] [3.597604, 4.161231, 27.16612, 43.4] [7977.6218135 7659.08141879 844.53068416 464.51133408] 0.036739 390.365392 0 988.487392 1364.780 7.392707
2001-09-28 ['NVDA', 'EBAY', 'CPWR-201412', 'MCHP'] [2.092039, 4.6044, 7.545517, 5.29584] [3.264099, 5.281725, 9.311874, 6.169259] [11950.06402844 5429.5890887 3313.22558812 4720.68642557] 0.276593 376.531820 SELL 953.457875 1168.370 6.184885
2001-08-31 ['NVDA', 'KLAC', 'CPWR-201412', 'NVLS-201206'] [3.225639, 26.89851, 11.06012, 44.31] [2.092039, 17.28642, 7.545517, 28.56] [7750.40232338 929.4195106 2260.37330517 564.20672534] -0.345501 294.950641 SELL 953.457875 1469.700 8.037912
2001-07-31 ['CPWR-201412', 'KLAC', 'GENZ-201104', 'CTXS'] [12.40979, 29.77228, 56., 25.55088] [11.06012, 26.89851, 56.64, 25.15392] [2014.5385216 839.70727133 446.42857143 978.43988152] -0.052348 450.650954 SELL 953.457875 1683.610 9.353350
2001-06-29 ['GENZ-201104', 'PSFT-200501', 'CTXS', 'CPWR-201412'] [61., 49.23, 26.64254, 12.67248] [56., 43.67, 25.55088, 12.40979] [ 409.83606557 507.82043469 938.34897123 1972.77880888] -0.064152 475.544647 SELL 953.457875 1832.750 10.270486
2001-05-31 ['BBBY', 'CE-200402', 'GENZ-201104', 'BIIB'] [25.78172, 25.35, 53.47, 56.73981] [27.2029, 26.005, 61., 62.34932] [969.67929215 986.19329389 467.55189826 440.60774966] 0.080163 508.143306 0 953.457875 1799.890 10.068413
2001-04-30 ['CTXS', 'CE-200402', 'PSFT-200501', 'GENZ-201104'] [21.68046, 23.275, 37.04, 54.485] [18.24518, 25.35, 40.35, 53.47] [1153.11206497 1074.11385607 674.94600432 458.84188309] 0.000359 470.432040 0 882.698104 1855.150 10.408234
2001-03-30 ['CE-200402', 'BMET-200709', 'GENZ-201104', 'EA'] [20.21875, 25.40936, 45.165, 26.9185] [23.275, 27.56348, 54.485, 28.09447] [1236.47604328 983.88940139 553.52596037 928.72931255] 0.121494 470.263356 SELL 882.381592 1573.250 8.674692
2001-02-28 ['BIIB', 'PSFT-200501', 'CE-200402', 'BMET-200709'] [51.92706, 32.25, 23.125, 25.03645] [36.84403, 23.4375, 20.21875, 25.40936] [ 481.44454934 775.19379845 1081.08108108 998.54412267] -0.168626 419.318597 SELL 882.381592 1908.320 10.735203
2001-01-31 ['PSFT-200501', 'BIIB', 'CE-200402', 'PTC'] [41., 54.17225, 21.91405, 37.1875] [32.25, 51.92706, 23.125, 33.28125] [ 609.75609756 461.49089248 1140.82061508 672.26890756] -0.076161 504.367961 0 882.381592 2593.000 14.945638
2000-12-29 ['BIIB', 'CE-200402', 'MLNM-200805', 'PSFT-200501'] [58.20191, 21.96875, 61.875, 37.1875] [54.17225, 21.91405, 50.125, 41.] [ 429.53916804 1137.98008535 404.04040404 672.26890756] -0.039776 545.947747 SELL 955.124590 2341.700 13.400271
2000-11-30 ['CE-200402', 'FISV', 'CTAS', 'PAYX'] [21.8125, 9.3125, 38.87025, 31.3137] [21.96875, 7.90625, 40.58722, 26.19576] [1146.13180516 2684.56375839 643.16540285 798.3725973 ] -0.065778 568.562869 SELL 955.124590 2506.540 14.413953
2000-10-31 ['CIEN', 'JNPR', 'ADBE', 'NTAP'] [735.875, 162.7211, 37.79486, 95.91879] [531.5625, 103.9955, 31.49054, 39.79824] [ 33.9731612 153.63711283 661.4656067 260.63714941] -0.347608 608.595111 SELL 955.124590 3282.300 19.184485
2000-09-29 ['CIEN', 'JNPR', 'AMCC-201701', 'NTAP'] [859.684, 182.6966, 414.124, 102.6694] [735.875, 162.7211, 305.75, 95.91879] [ 29.08045282 136.83889027 60.36839208 243.50001071] -0.145200 932.866707 SELL 955.124590 3570.610 20.957446
2000-08-31 ['CIEN', 'AMCC-201701', 'SDLI-200102', 'PMCS-201601'] [775.908, 405.876, 397.312, 236.] [859.684, 414.124, 309.312, 215.25] [ 32.22031478 61.595167 62.92284149 105.93220339] -0.045280 1091.327259 0 955.124590 4077.590 24.075116
2000-07-31 ['SDLI-200102', 'NTAP', 'PMCS-201601', 'CIEN'] [347.062, 69.47059, 193.8125, 497.4375] [397.312, 94.30671, 236., 775.908] [ 72.03323902 359.86451245 128.99064818 50.25757005] 0.319944 1143.085929 0 1000.423541 3609.350 21.195677
2000-06-30 ['SDLI-200102', 'ITWO-201001', 'SEBL-200601', 'CIEN'] [285.188, 1303.125, 81.54734, 583.4062] [347.062, 1621.875, 72.29285, 497.4375] [ 87.66147243 19.18465228 306.57039212 42.85179006] 0.050180 866.011243 0 757.929051 3763.790 22.145405
2000-05-31 ['ITWO-201001', 'SDLI-200102', 'NSOL-200006', 'VRTS-200507'] [1329.688, 226.562, 147.812, 116.5] [1303.125, 285.188, 201.25, 113.016] [ 18.80140304 110.34507111 169.13376451 214.59227468] 0.142602 824.631180 SELL 721.713411 3324.080 19.441411
2000-04-28 ['ITWO-201001', 'SDLI-200102', 'BVSN-202005', 'AMCC-201701'] [1615.625, 195., 9810., 257.75] [1329.688, 226.562, 7992., 198.5] [ 15.47388781 128.20512821 2.54841998 96.99321048] -0.107580 721.713411 0 721.713411 3773.180 22.203149
2000-03-31 ['SDLI-200102', 'AMCC-201701', 'PMCS-201601', 'VRTS-200507'] [212.875, 300.125, 203.6875, 131.] [195., 257.75, 191.875, 107.266] [117.4398121 83.29862557 122.7370359 190.83969466] -0.116082 808.715167 0 808.715167 4397.840 26.044492
2000-02-29 ['BVSN-202005', 'ITWO-201001', 'AMCC-201701', 'SDLI-200102'] [18925.11, 2043.75, 275.0625, 205.] [10026., 1526.562, 300.125, 212.875] [ 1.32099628 12.2324159 90.88843445 121.95121951] -0.148439 914.921407 0 914.921407 4266.940 25.239523
2000-01-31 ['VIAV', 'BVSN-202005', 'VRTS-200507', 'VSTR-200105'] [463.7842, 9539.046, 97.25, 116.5012] [599.5225, 18925.11, 131.9167, 132.0715] [ 53.90438053 2.62080715 257.06940874 214.59006431] 0.441689 1074.404921 0 1074.404921 3570.050 20.954002
1999-12-31 ['QCOM', 'BVSN-202005', 'ITWO-201001', 'VSTR-200105'] [59.40644, 12751.72, 1218.75, 141.2531] [42.83672, 9539.046, 1203.906, 116.5012] [420.82979556 1.96051984 20.51282051 176.98726612] -0.179568 745.240256 0 745.240256 3707.830 21.801279
1999-11-30 ['QCOM', 'CNXT-201104', 'VIAV', 'VSTR-200105'] [30.55173, 212.9214, 260.1058, 91.56328] [59.40644, 238.5259, 366.8487, 141.2531] [818.28426737 117.41421952 96.11473485 273.03521674] 0.504443 908.351105 0 908.351105 2966.710 17.243766
1999-10-29 ['QCOM', 'CNXT-201104', 'VSTR-200105', 'VIAV'] [18.78323, 167.7767, 98.01489, 189.7493] [30.55173, 212.9214, 91.56328, 260.1058] [1330.97449161 149.00757972 255.06328681 131.75279171] 0.300146 603.778914 0 603.778914 2637.440 15.218922
1999-09-30 ['QCOM', 'CNXT-201104', 'CNET-200806', 'STCN'] [15.9531, 130.493, 56., 441.3887] [18.78323, 167.7767, 47.1875, 471.2632] [1567.09354295 191.58115761 446.42857143 56.63942008] 0.093359 464.393263 0 464.393263 2407.900 13.807367
1999-08-31 ['QCOM', 'EYE-200505', 'STCN', 'CNXT-201104'] [16.20607, 90.5, 361.4543, 129.1454] [15.9531, 79.125, 441.3887, 130.493] [1542.63186571 276.24309392 69.16503691 193.58025915] 0.022570 424.740138 0 424.740138 2396.870 13.739538
1999-07-30 ['EYE-200505', 'STCN', 'QCOM', 'CNET-200806'] [101.25, 396.9807, 13.15458, 40.] [90.5, 361.4543, 16.20607, 37.5625] [ 246.91358025 62.97535371 1900.47876861 625. ] -0.006158 415.365221 0 415.365221 2270.930 12.965071
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 417.938696 0 417.938696 2296.770 13.123974
1999-05-31 ['STCN', 'IMNX-200207', 'LCOS-200010', 'QCOM'] [446.2332, 21.6875, 50.25, 8.200534] [491.1795, 21.23958, 45.9375, 12.10053] [ 56.02451812 1152.73775216 497.51243781 3048.5819582 ] 0.117457 481.053027 0 481.053027 2089.700 11.850598
1999-04-30 ['STCN', 'AMZN', 'AABA-201910', 'ATHMA-200109'] [548.1025, 86.03125, 11.9049, 71.96875] [446.2332, 59.375, 10.08616, 63.375] [ 45.61190653 290.59208137 2099.97564028 347.37299175] -0.191971 430.489089 0 430.489089 2136.390 12.137718
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 532.764369 0 532.764369 2106.390 11.953233
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'JAVA-201001'] [64.0625, 10.46098, 77.4375, 48.65625] [86.09375, 11.47471, 97.625, 62.53125] [ 390.24390244 2389.83345729 322.84100081 513.80860629] 0.246667 490.887910 0 490.887910 1925.280 10.839498
1999-01-29 ['AMZN', 'AABA-201910', 'JAVA-201001', 'NSCP-199903'] [58.46875, 12.07102, 55.875, 73.8125] [64.0625, 10.46098, 48.65625, 77.4375] [ 427.57883485 2071.07601512 447.42729306 338.69602032] -0.029448 393.760396 0 393.760396 2127.190 12.081143
1998-12-31 ['AMZN', 'AABA-201910', 'NSCP-199903', 'DELL-201310'] [53.54167, 8.073611, 60.75, 35.06669] [58.46875, 12.07102, 73.8125, 47.91349] [ 466.92604097 3096.5078699 411.52263374 712.92728227] 0.292129 405.707838 0 405.707838 1836.010 10.290533
1998-11-30 ['AABA-201910', 'CTXS', 'NSCP-199903', 'WWWW-200709'] [6.542373, 15.84048, 37., 227.5] [8.073611, 18.52429, 60.75, 173.125] [3821.24345402 1578.23500298 675.67567568 109.89010989] 0.201589 313.983910 0 313.983910 1557.960 8.580666
1998-10-30 ['AABA-201910', 'DELL-201310', 'NOVL-201104', 'AAPL'] [4.459547, 31.38334, 14.875, 0.2838317] [6.542373, 29.13739, 16.5625, 0.2441717] [ 5605.95055955 796.60099913 1680.67226891 88080.36593517] 0.092300 261.307160 0 261.307160 1400.520 7.612490
1998-09-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'WWWW-200709'] [4.412694, 31.50312, 0.291477, 175.] [4.459547, 31.38334, 0.2838317, 209.375] [ 5665.47329137 793.57219221 85770.06075951 142.85714286] 0.044254 239.226635 0 239.226635 1345.480 7.274021
1998-08-31 ['DELL-201310', 'AAPL', 'SPLS-201709', 'TCOMA-199903'] [23.95675, 0.2384377, 8.679041, 33.] [31.50312, 0.291477, 9.398961, 39.125] [ 1043.54722573 104849.19121431 2880.50258087 757.57575758] 0.201500 229.088623 0 229.088623 1140.340 6.012514
1998-07-31 ['DELL-201310', 'AAPL', 'SPLS-201709', 'MCIC-199809'] [26.02302, 0.2647184, 10.51884, 64.75] [23.95675, 0.2384377, 8.679041, 50.] [ 960.68788327 94439.9784828 2376.68792376 386.1003861 ] -0.145346 190.668844 0 190.668844 1377.260 7.469452
1998-06-30 ['CTXS', 'MCIC-199809', 'DELL-201310', 'CSCO'] [13.04931, 58.125, 22.23486, 11.09617] [12.15471, 64.75, 26.02302, 11.54062] [1915.81010797 430.10752688 1124.36057614 2253.02964897] 0.063962 223.094772 0 223.094772 1337.340 7.223965
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'RXSD-200007', 'MCIC-199809'] [19.73437, 34.3125, 33.5, 53.46875] [22.23486, 38.4375, 35.25, 58.125] [1266.82534076 728.59744991 746.26865672 467.56282876] 0.096562 209.683035 0 209.683035 1192.070 6.330628
1998-04-30 ['AFM-200008', 'CTXS', 'SPOT-200408', 'DELL-201310'] [47.4375, 11.8565, 58.4375, 19.34507] [41.8125, 9.95994, 54.625, 19.73437] [ 527.00922266 2108.54805381 427.80748663 1292.31892157] -0.080913 191.218572 0 191.218572 1248.120 6.675307
1998-03-31 ['DELL-201310', 'SPOT-200408', 'TCOMA-199903', 'CPWR-201412'] [16.2307, 60.875, 31.09375, 22.36254] [19.34507, 58.4375, 32.25, 22.13608] [1540.29093015 410.67761807 804.0201005 1117.94098524] 0.044725 208.052814 0 208.052814 1220.660 6.506442
1998-02-27 ['RXSD-200007', 'DELL-201310', 'AFM-200008', 'CMCSK-201512'] [37., 16.75475, 44.75, 10.08426] [34.0625, 16.2307, 45.875, 10.18104] [ 675.67567568 1492.11417658 558.65921788 2479.11101062] -0.018983 199.146031 0 199.146031 1194.130 6.343296
1998-01-30 ['CTXS', 'DELL-201310', 'AFM-200008', 'CPWR-201412'] [8.747252, 11.91099, 34.375, 17.66358] [8.027592, 16.75475, 44.75, 19.07893] [2858.04044516 2098.90193846 727.27272727 1415.34162384] 0.176584 202.999612 0 202.999612 1071.130 5.586908
1997-12-31 ['DELL-201310', 'TCOMA-199903', 'CPWR-201412', 'HBOC-199901'] [10.06183, 27.9375, 14.49319, 23.942] [11.91099, 28., 17.66358, 26.09303] [2484.63748642 894.85458613 1724.94806181 1044.19012614] 0.123653 172.533012 0 172.533012 990.800 5.092919
1997-11-28 ['DELL-201310', 'CPWR-201412', 'TCOMA-199903', 'GNCI-199908'] [10.08429, 15.82362, 22.90625, 34.125] [10.06183, 14.49319, 27.9375, 34.] [2479.10363546 1579.91660568 1091.40518417 732.6007326 ] 0.032419 153.546574 0 153.546574 1050.510 5.460105
1997-10-31 ['DELL-201310', 'CPWR-201412', 'ROST', 'GNCI-199908'] [9.597672, 14.97441, 1.884626, 31.5] [10.08429, 15.82362, 1.966566, 34.125] [ 2604.79833026 1669.51485902 13265.231404 793.65079365] 0.058556 148.725045 0 148.725045 1019.620 5.270147
1997-09-30 ['DELL-201310', 'QMCO', 'AMAT', 'CPWR-201412'] [11.60405, 258.1929, 8.926508, 13.70059] [9.597672, 213.125, 6.255585, 14.97441] [2154.42022397 96.82682986 2800.64724078 1824.7389346 ] -0.138423 140.498045 0 140.498045 1097.170 5.747041
1997-08-29 ['DELL-201310', 'QMCO', 'AMAT', 'MLKN'] [9.829752, 236.2908, 8.844506, 19.06024] [11.60405, 258.1929, 8.926508, 19.70479] [2543.29915953 105.80183401 2826.61349317 1311.63091336] 0.079071 163.070770 0 163.070770 1074.170 5.605602
1997-07-31 ['DELL-201310', 'AMAT', 'QMCO', 'KLAC'] [10.24151, 8.610214, 195.856, 16.57551] [9.829752, 8.844506, 236.2908, 19.39796] [2441.04629103 2903.5282979 127.64480026 1508.24921827] 0.090934 151.121513 0 151.121513 1107.030 5.807675
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 138.524886 0 138.524886 957.300 4.886911
1997-05-30 ['DELL-201310', 'AMAT', 'QMCO', 'ALTR-201512'] [6.737835, 6.115009, 130.9919, 11.95488] [7.033551, 6.636308, 136.8886, 11.39097] [3710.39065219 4088.3014236 190.8514954 2091.19623116] 0.031746 102.107831 0 102.107831 958.850 4.896443
1997-04-30 ['QMCO', 'DELL-201310', 'ALTR-201512', 'KLAC'] [140.6794, 5.015944, 11.1654, 12.17932] [130.9919, 6.737835, 11.95488, 13.0004] [ 177.70903203 4984.10668062 2239.05995307 2052.6597544 ] 0.103136 98.966057 0 98.966057 874.740 4.379209
1997-03-31 ['DELL-201310', 'QMCO', 'ALTR-201512', 'APCC-200702'] [4.050187, 130.1495, 9.699239, 10.14608] [5.015944, 140.6794, 11.1654, 9.031774] [6172.5545018 192.0867925 2577.52180351 2464.00580323] 0.090172 89.713360 0 89.713360 797.060 3.901516
1997-02-28 ['DELL-201310', 'INTC', 'ALTR-201512', 'MFE-201102'] [4.259809, 10.73575, 10.23495, 30.58333] [4.050187, 10.52766, 9.699239, 29.5] [5868.80773293 2328.66823464 2442.61085789 817.43878119] -0.039089 82.292813 0 82.292813 850.460 4.229899
1997-01-31 ['DELL-201310', 'AN', 'INTC', 'CPWR-201412'] [3.96035, 37.80164, 12.27754, 7.727815] [4.259809, 32.04676, 10.73575, 7.048446] [6312.57338367 661.34696802 2036.23852987 3235.06709206] -0.072529 85.640405 0 85.640405 921.550 4.667066
1996-12-31 ['DELL-201310', 'APCC-200702', 'INTC', 'CPWR-201412'] [3.181755, 12.78524, 9.909553, 5.675556] [3.96035, 12.66794, 12.27754, 7.727815] [7857.29888065 1955.37979733 2522.81813317 4404.85478427] 0.209022 92.337527 0 92.337527 821.360 4.050949
1996-11-29 ['DELL-201310', 'CPWR-201412', 'AN', 'APCC-200702'] [3.043255, 6.397385, 30.12847, 11.1431] [3.181755, 5.675556, 28.21018, 12.78524] [8214.88833502 3907.84672175 829.77993904 2243.5408459 ] 0.004094 76.373742 0 76.373742 834.010 4.128740
1996-10-31 ['DELL-201310', 'CPWR-201412', 'CSCC-199706', 'APCC-200702'] [2.43685, 5.97278, 72.625, 10.02879] [3.043255, 6.397385, 69.125, 11.1431] [10259.14602868 4185.65559086 344.23407917 2492.82316212] 0.095714 76.062332 0 76.062332 751.990 3.624358
1996-09-30 ['CSCC-199706', 'CPWR-201412', 'DELL-201310', 'ANDW-200712'] [81.5, 5.180183, 2.328296, 33.25] [72.625, 5.97278, 2.43685, 32.5] [ 306.74846626 4826.08432945 10737.46637026 751.87969925] 0.017044 69.418048 0 69.418048 737.570 3.535682
1996-08-30 ['CNTO-199910', 'CSCC-199706', 'CPWR-201412', 'AN'] [33.875, 68.125, 4.868806, 23.58371] [35.5, 81.5, 5.180183, 26.17904] [ 738.00738007 366.97247706 5134.72913072 1060.05374048] 0.104575 68.254693 0 68.254693 663.570 3.080620
1996-07-31 ['CSCC-199706', 'CNTO-199910', 'CPWR-201412', 'BMC-201309'] [61.5, 24.875, 4.769732, 16.] [68.125, 33.875, 4.868806, 18.625] [ 406.50406504 1005.02512563 5241.38463125 1562.5 ] 0.163592 61.792694 0 61.792694 636.010 2.911140
1996-06-28 ['CNTO-199910', 'IT', 'HBOC-199901', 'STRM-199607'] [29.875, 34.51664, 16.85793, 56.25] [24.875, 30.7469, 15.24056, 57.25] [ 836.82008368 724.28834325 1482.98159976 444.44444444] -0.088686 53.105138 0 53.105138 677.300 3.165052
1996-05-31 ['CNTO-199910', 'USRX-199706', 'IT', 'HBOC-199901'] [35.375, 91.75, 33.69201, 15.53109] [29.875, 85.5, 34.51664, 16.85793] [ 706.71378092 272.47956403 742.01568859 1609.67453025] -0.028423 58.273128 0 58.273128 692.390 3.257848
1996-04-30 ['CNTO-199910', 'TWX-201806', 'JAVA-201001', 'IT'] [40., 6.09412, 13.5625, 32.27835] [35.375, 5.379965, 15.65625, 33.69201] [ 625. 4102.31501841 1843.31797235 774.51294753] -0.008660 59.977851 0 59.977851 666.730 3.100052
1996-03-29 ['TWX-201806', 'CNTO-199910', 'USRX-199706', 'PSFT-200501'] [5.332355, 36.125, 64.625, 14.16452] [6.09412, 40., 78.25, 15.51939] [4688.36002104 692.04152249 386.84719536 1764.97332772] 0.139152 60.501778 0 60.501778 609.690 2.749285
1996-02-29 ['USRX-199706', 'TWX-201806', 'JAVA-201001', 'IT'] [62., 4.677713, 13.125, 25.50461] [64.625, 5.332355, 10.9375, 28.74423] [ 403.22580645 5344.49206268 1904.76190476 980.21494938] 0.035661 53.111246 0 53.111246 622.830 2.830089
1996-01-31 ['IT', 'CNTO-199910', 'IDXX', 'JAVA-201001'] [26.03473, 34.25, 12.5625, 11.5] [25.50461, 29.125, 12., 13.125] [ 960.25578141 729.9270073 1990.04975124 2173.91304348] -0.018367 51.282485 0 51.282485 591.820 2.639394
1995-12-29 ['USRX-199706', 'JAVA-201001', 'IDXX', 'IT'] [43.875, 11.40625, 11.75, 22.55951] [44.125, 11.5, 12.5625, 26.03473] [ 569.8005698 2191.78082192 2127.65957447 1108.18009788] 0.059278 52.242025 0 52.242025 576.230 2.543523
1995-11-30 ['USRX-199706', 'JAVA-201001', 'INTU', 'CSCO'] [54.875, 10.51562, 12.64879, 3.379825] [43.875, 11.40625, 11.74531, 2.998151] [ 455.5808656 2377.41569208 1976.47363898 7396.83267625] -0.075029 49.318511 0 49.318511 593.720 2.651078
1995-10-31 ['USRX-199706', 'CRUS', 'ALTR-201512', 'EDCI-202003'] [46.25, 42.125, 6.823302, 5.568808] [54.875, 29., 6.541347, 4.96209] [ 540.54054054 593.47181009 3663.9152129 4489.29106552] -0.068839 53.318967 0 53.318967 598.780 2.682194
1995-09-29 ['CRUS', 'USRX-199706', 'ALTR-201512', 'NWACQ-200705'] [57.25, 42.625, 7.034768, 42.5] [42.125, 46.25, 6.823302, 40.125] [ 436.68122271 586.51026393 3553.77746644 588.23529412] -0.066273 57.260768 0 57.260768 585.080 2.597946
1995-08-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'NWACQ-200705'] [54.5, 7.062963, 7.555573, 36.125] [57.25, 7.034768, 8.480746, 42.5] [ 458.71559633 3539.59096204 3308.81588994 692.04152249] 0.086347 61.324935 0 61.324935 576.770 2.546844
1995-07-31 ['CRUS', 'ALTR-201512', 'ASCL-200504', 'INTC'] [46., 6.315784, 118.5, 4.901896] [54.5, 7.062963, 112., 4.628521] [ 543.47826087 3958.33676389 210.97046414 5100.06740249] 0.048116 56.450615 0 56.450615 568.880 2.498324
1995-06-30 ['STRM-199607', 'TLAB-201312', 'CRUS', 'BAY-199808'] [24.375, 8.146771, 31.375, 27.58333] [27.125, 7.533118, 46., 29.91667] [1025.64102564 3068.70047041 796.812749 906.3445204 ] 0.147056 53.859123 0 53.859123 538.030 2.308612
1995-05-31 ['STRM-199607', 'COMS-201004', 'XLNX-202202', 'LGNT-199511'] [19.125, 5.842525, 4.948938, 43.625] [24.375, 6.116393, 5.521663, 43.75] [1307.18954248 4278.97184864 5051.58884593 573.06590258] 0.109994 46.954226 0 46.954226 488.100 2.001568
1995-04-28 ['STRM-199607', 'COMS-201004', 'XLNX-202202', 'TLAB-201312'] [18.375, 5.112209, 4.508379, 5.840282] [19.125, 5.842525, 4.948938, 5.586357] [1360.54421769 4890.25390003 5545.23033667 4280.61521687] 0.059479 42.301325 0 42.301325 469.560 1.887556
1995-03-31 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'QCOM'] [21.5, 68.75, 5.169265, 1.32699] [18.375, 78.75, 5.112209, 1.063618] [ 1162.79069767 363.63636364 4836.27749786 18839.62953752] -0.052351 39.926540 0 39.926540 447.150 1.749746
1995-02-28 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'SXCL-201702'] [18.5, 75.5, 4.758462, 127.1834] [21.5, 68.75, 5.169265, 127.1834] [1351.35135135 331.12582781 5253.79839116 196.56653305] 0.039772 42.132215 0 42.132215 432.500 1.659656
1995-01-31 ['STRM-199607', 'SMLS-199502', 'ASCL-200504', 'DELL-201310'] [17.875, 59.25, 64.5, 0.6382227] [18.5, 68.125, 75.5, 0.6213781] [ 1398.6013986 421.94092827 387.59689922 39171.2798683 ] 0.082226 40.520616 0 40.520616 405.330 1.492574
1994-12-30 ['STRM-199607', 'STCN', 'FORE-199906', 'ASND-199906'] [17.5, 3.976614, 16.875, 5.09375] [17.875, 3.720058, 16., 6.375] [1428.57142857 6286.75551613 1481.48148148 4907.97546012] 0.039149 37.441920 0 37.441920 404.270 1.486056
1994-11-30 ['STRM-199607', 'FORE-199906', 'WWWW-200709', 'CSCC-199706'] [14.0625, 13.8125, 70., 9.104167] [17.5, 16.875, 83.75, 10.29167] [1777.77777778 1809.95475113 357.14285714 2745.9953228 ] 0.198257 36.031344 0 36.031344 404.820 1.489438
1994-10-31 ['STRM-199607', 'HOLX', 'CSCC-199706', 'ASND-199906'] [14.15625, 1.953125, 9.291667, 4.0625] [14.0625, 1.6875, 9.104167, 4.] [ 1766.00441501 12800. 2690.58286312 6153.84615385] -0.044547 30.069799 0 30.069799 413.050 1.540049
1994-09-30 ['HOLX', 'STRM-199607', 'PHS-200512', 'CDWC-200710'] [1.953125, 9.3125, 39.625, 4.535933] [1.953125, 14.15625, 37.25, 4.859928] [12800. 2684.56375839 630.9148265 5511.54525431] 0.132906 31.471760 0 31.471760 393.850 1.421978
1994-08-31 ['HOLX', 'MU', 'ANDW-200712', 'STRM-199607'] [1.8125, 9.946911, 14.37037, 9.5] [1.953125, 8.53712, 14.85185, 9.3125] [13793.10344828 2513.34308712 1739.69076649 2631.57894737] -0.012594 27.779663 0 27.779663 397.900 1.446884
1994-07-29 ['HOLX', 'MU', 'WDC', 'DURA-200011'] [1.4375, 9.236417, 6.121333, 5.25] [1.8125, 9.946911, 6.020983, 5.375] [17391.30434783 2706.6772754 4084.07776541 4761.9047619 ] 0.086302 28.133991 0 28.133991 370.160 1.276297
1994-06-30 ['WDC', 'HOLX', 'MCHP', 'CPWR-201412'] [5.117836, 1.34375, 1.375923, 4.684811] [6.121333, 1.4375, 1.249065, 4.458354] [ 4884.87712385 18604.65116279 18169.6214105 5336.39457387] 0.031327 25.898862 0 25.898862 360.300 1.215663
1994-05-31 ['HOLX', 'WDC', 'CDWC-200710', 'DURA-200011'] [1.28125, 5.619584, 3.037455, 4.9375] [1.34375, 5.117836, 2.915957, 5.25] [19512.19512195 4448.72787737 8230.57460934 5063.29113924] -0.004303 25.112168 0 25.112168 378.850 1.329736
1994-04-29 ['WDC', 'MCHP', 'COMS-201004', 'CDWC-200710'] [6.322032, 1.092932, 2.681628, 3.158953] [5.619584, 1.210032, 2.145302, 3.037455] [ 3954.42477988 22874.25018208 9322.69501959 7914.01454849] -0.060607 25.220705 0 25.220705 373.250 1.295299
1994-03-31 ['JCOR-199905', 'WDC', 'MCHP', 'IDTI-201903'] [12.75, 6.773606, 0.9953486, 12.6875] [14.25, 6.322032, 1.092932, 15.0625] [ 1960.78431373 3690.79630554 25116.82841569 1970.44334975] 0.084053 26.847887 0 26.847887 382.960 1.355010
1994-02-28 ['JCOR-199905', 'MCHP', 'WDC', 'IDTI-201903'] [17., 1.157987, 6.071158, 13.] [12.75, 0.9953486, 6.773606, 12.6875] [ 1470.58823529 21589.18882509 4117.83056873 1923.07692308] -0.074696 24.766213 0 24.766213 412.170 1.534637
1994-01-31 ['JCOR-199905', 'MCHP', 'PDLI-202012', 'IAC'] [13.75, 1.034382, 1.044265, 0.4588391] [17., 1.157987, 0.9076731, 0.4161564] [ 1818.18181818 24169.02072929 23940.28335719 54485.33047859] 0.033009 26.765497 0 26.765497 413.990 1.545829
1993-12-31 ['JCOR-199905', 'NTLDQ-200301', 'MCHP', 'EDCI-202003'] [14.375, 11.28, 1.014865, 1.675699] [13.75, 9.599999, 1.034382, 1.627546] [ 1739.13043478 2216.31205674 24633.8182911 14919.14717381] -0.050480 25.910233 0 25.910233 398.280 1.449221
1993-11-30 ['JCOR-199905', 'NTLDQ-200301', 'MCHP', 'TIGO'] [14.25, 11.76, 0.83271, 13.29294] [14.375, 11.28, 1.014865, 10.72563] [ 1754.38596491 2125.85034014 30022.45679768 1880.6975733 ] -0.001607 27.287713 0 27.287713 386.760 1.378378
1993-10-29 ['JCOR-199905', 'NTLDQ-200301', 'EDCI-202003', 'TIGO'] [14.75, 13.86, 1.834601, 14.1487] [14.25, 11.76, 1.50235, 13.29294] [ 1694.91525424 1803.75180375 13626.94122591 1766.94678663] -0.106750 27.331636 0 27.331636 390.985 1.404360
1993-09-30 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'IAC'] [12., 1.70459, 13.5, 0.7682887] [14.75, 1.834601, 13.86, 0.6935939] [ 2083.33333333 14666.28338779 1851.85185185 32539.8512304 ] 0.058721 30.597963 0 30.597963 382.715 1.353504
1993-08-31 ['JCOR-199905', 'EDCI-202003', 'IAC', 'NTLDQ-200301'] [14.5, 1.324187, 0.757618, 9.] [12., 1.70459, 0.7682887, 13.5] [ 1724.13793103 18879.50870987 32998.1600226 2777.77777778] 0.157236 28.900888 0 28.900888 372.650 1.291609
1993-07-30 ['JCOR-199905', 'IAC', 'QVCN-199502', 'NTLDQ-200301'] [9.5, 0.7682887, 68.5, 6.96] [14.5, 0.757618, 65.5, 9.] [ 2631.57894737 32539.8512304 364.96350365 3591.95402299] 0.190434 24.974068 0 24.974068 352.865 1.169941
1993-06-30 ['DIGI-199809', 'EDCI-202003', 'QVCN-199502', 'QCOM'] [25.375, 0.8234035, 63.5, 1.175045] [27.5, 0.7463599, 68.5, 1.362444] [ 985.22167488 30361.78495719 393.7007874 21275.78092754] 0.057100 20.978966 0 20.978966 366.125 1.251484
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'QVCN-199502', 'QCOM'] [21.375, 0.7270991, 68., 0.9167374] [25.375, 0.8234035, 63.5, 1.175045] [ 1169.59064327 34383.20856125 367.64705882 27270.62297229] 0.133794 19.845776 0 19.845776 368.110 1.263690
1993-04-30 ['DIGI-199809', 'AMD', 'COMR-200001', 'EDCI-202003'] [16.9375, 14.05862, 4.723145, 0.5746169] [21.375, 14.30855, 5.084109, 0.7270991] [ 1476.01476015 1778.26842179 5293.08331631 43507.24804648] 0.155390 17.503862 0 17.503862 339.945 1.090490
1993-03-31 ['DIGI-199809', 'COMS-201004', 'AKLMQ-200808', 'QVCN-199502'] [13.625, 1.614682, 12.83333, 57.] [16.9375, 1.443514, 12.33333, 52.5] [ 1834.86238532 15482.9248112 1948.05245404 438.59649123] 0.004801 15.149750 0 15.149750 359.420 1.210251
1993-02-26 ['DIGI-199809', 'AKLMQ-200808', 'BAY-199808', 'COMS-201004'] [13.0625, 11.33333, 13.25, 1.329403] [13.625, 12.83333, 13.83333, 1.614682] [ 1913.87559809 2205.88300173 1886.79245283 18805.43371724] 0.108508 15.077365 0 15.077365 351.140 1.159333
1993-01-29 ['DIGI-199809', 'AKLMQ-200808', 'CERN', 'OHP-200407'] [13.5, 14.5, 1.738232, 6.940757] [13.0625, 11.33333, 1.398143, 4.793168] [ 1851.85185185 1724.13793103 14382.42996332 3601.91258677] -0.188967 13.601494 0 13.601494 370.560 1.278757
1992-12-31 ['DIGI-199809', 'CERN', 'OHP-200407', 'XRAY'] [11., 1.670214, 7.03413, 6.791649] [13.5, 1.738232, 6.940757, 6.791649] [ 2272.72727273 14968.14180698 3554.09979628 3680.99117019] 0.063681 16.770580 0 16.770580 360.185 1.214956
1992-11-30 ['CERN', 'DIGI-199809', 'XRAY', 'ESRX-201812'] [1.602197, 9.25, 6.443359, 0.4609375] [1.670214, 11., 6.791649, 0.5097656] [15603.57434198 2702.7027027 3879.96385115 54237.28813559] 0.097907 15.766555 0 15.766555 350.960 1.158226
1992-10-30 ['CERN', 'DIGI-199809', 'AKLMQ-200808', 'ASCL-200504'] [1.246993, 8.625, 8.5, 28.75] [1.602197, 9.25, 10.08333, 31.25] [20048.22801732 2898.55072464 2941.17647059 869.56521739] 0.157636 14.360557 0 14.360557 329.155 1.024137
1992-09-30 ['ASCL-200504', 'DIGI-199809', 'SXCL-201702', 'CERN'] [23., 6.0625, 48.17553, 1.027824] [28.75, 8.625, 44.08062, 1.246993] [ 1086.95652174 4123.71134021 518.93565053 24323.23043634] 0.200229 12.405074 0 12.405074 313.185 0.925929
1992-08-31 ['SXCL-201702', 'CERN', 'PHS-200512', 'ASCL-200504'] [46.00764, 0.9371339, 17.125, 18.75] [48.17553, 1.027824, 19.75, 23.] [ 543.38801121 26677.08424591 1459.8540146 1333.33333333] 0.130961 10.335588 0 10.335588 299.260 0.840298
1992-07-31 ['PHS-200512', 'CERN', 'SXCL-201702', 'ASCL-200504'] [17.75, 0.9975941, 46.00764, 18.875] [17.125, 0.9371339, 46.00764, 18.75] [ 1408.45070423 25060.29255786 543.38801121 1324.50331126] -0.025610 9.138763 0 9.138763 310.895 0.911847
1992-06-30 ['ASCL-200504', 'SXCL-201702', 'CERN', 'GNTX'] [15., 44.08062, 0.7708682, 0.5053688] [18.875, 46.00764, 0.9975941, 0.4399065] [ 1666.66666667 567.14265816 32430.96550098 49468.82356014] 0.116658 9.378958 0 9.378958 301.230 0.852412
1992-05-29 ['ASCL-200504', 'SXCL-201702', 'HBOC-199901', 'CERN'] [16.625, 42.87622, 1.091963, 0.710408] [15., 44.08062, 0.8932126, 0.7708682] [ 1503.7593985 583.07378775 22894.54862482 35191.04514589] -0.041640 8.399130 0 8.399130 315.295 0.938905
1992-04-30 ['ASCL-200504', 'HBOC-199901', 'PTC', 'SXCL-201702'] [16.875, 1.099494, 11.40625, 33.00024] [16.625, 1.091963, 12.26562, 42.87622] [ 1481.48148148 22737.73208403 2191.78082192 757.57024797] 0.088237 8.764066 0 8.764066 307.860 0.893183
1992-03-31 ['ASCL-200504', 'APCC-200702', 'EA', 'GNTX'] [14.375, 3.841436, 2.946149, 0.4189585] [16.875, 3.313605, 2.729064, 0.4660914] [ 1739.13043478 6507.98295221 8485.65364481 59671.78133395] 0.018831 8.053454 0 8.053454 323.050 0.986594
1992-02-28 ['ASCL-200504', 'APCC-200702', 'MEDI-200706', 'TECD-202006'] [14.125, 4.207985, 6.208333, 10.] [14.375, 3.841436, 5.25, 9.3125] [1769.91150442 5941.08581661 4026.84585379 2500. ] -0.073130 7.904602 0 7.904602 345.880 1.126987
1992-01-31 ['ASCL-200504', 'MEDI-200706', 'APCC-200702', 'TECD-202006'] [12.25, 6.75, 3.636168, 9.4375] [14.125, 6.208333, 4.207985, 10.] [2040.81632653 3703.7037037 6875.3698949 2649.00662252] 0.072419 8.528277 0 8.528277 338.315 1.080466
1991-12-31 ['MEDI-200706', 'APCC-200702', 'CSCO', 'FHCC-200501'] [7.291667, 3.137661, 0.3327093, 9.875] [6.75, 3.636168, 0.3772798, 9.5] [ 3428.57127184 7967.71862862 75140.6708499 2531.64556962] 0.045145 7.952376 0 7.952376 330.855 1.034591
1991-11-29 ['MEDI-200706', 'DG-200707', 'TECD-202006', 'ASCL-200504'] [5.75, 1.209237, 6.875, 7.0625] [7.291667, 1.477106, 7., 6.875] [ 4347.82608696 20674.19372712 3636.36363636 3539.82300885] 0.120317 7.608873 0 7.608873 284.790 0.751314
1991-10-31 ['MEDI-200706', 'ASCL-200504', 'EYE-200505', 'FHCC-200501'] [8.75, 7.625, 3.65625, 9.0625] [5.75, 7.0625, 3.5, 7.46875] [2857.14285714 3278.68852459 6837.60683761 2758.62068966] -0.158806 6.791714 0 6.791714 292.505 0.798758
1991-09-30 ['QVCN-199502', 'FHCC-200501', 'CMVT-201302', 'DG-200707'] [16.5, 7.625, 1.361912, 1.221593] [17.375, 9.0625, 1.361912, 1.297943] [ 1515.15151515 3278.68852459 18356.54579738 20465.08125047] 0.076014 8.073899 0 8.073899 287.535 0.768195
1991-08-30 ['FHCC-200501', 'QVCN-199502', 'EA', 'TECD-202006'] [7., 15., 1.690159, 5.75] [7.625, 16.5, 1.566111, 5.5625] [ 3571.42857143 1666.66666667 14791.50778122 4347.82608696] 0.020821 7.503527 0 7.503527 287.405 0.767395
1991-07-31 ['FHCC-200501', 'TECD-202006', 'SMLS-199502', 'AMGN'] [6.5, 4.53125, 79.5, 4.728029] [7., 5.75, 83.5, 5.103397] [3846.15384615 5517.24137931 314.46540881 5287.61562165] 0.118899 7.350485 0 7.350485 272.155 0.673616
1991-06-28 ['FHCC-200501', 'WWWW-200709', 'TECD-202006', 'DELL-201310'] [5.437500e+00, 1.825000e+02, 3.750000e+00, 2.445584e-01] [6.5, 190., 4.53125, 0.2869818] [ 4597.70114943 136.98630137 6666.66666667 102225.07180289] 0.154575 6.569392 0 6.569392 254.195 0.563171
1991-05-31 ['FHCC-200501', 'USHC-199607', 'CHRS-201206', 'AMGN'] [5.09375, 15.00111, 10.55326, 3.905416] [5.4375, 12.93427, 10.02595, 3.765652] [4907.97546012 1666.54334246 2368.93623392 6401.3667174 ] -0.039012 5.689878 0 5.689878 279.000 0.715709
1991-04-30 ['AMGN', 'FHCC-200501', 'CSCO', 'USHC-199607'] [4.049174, 3.1875, 0.1494053, 11.93422] [3.905416, 5.09375, 0.1619604, 15.00111] [ 6174.09871742 7843.1372549 167330.07463591 2094.81641867] 0.225888 5.920863 0 5.920863 263.655 0.621345
1991-03-29 ['AMGN', 'USHC-199607', 'FHCC-200501', 'ASTA-199708'] [4.192932, 14.00103, 3.65625, 27.25] [4.049174, 11.93422, 3.1875, 22.5] [5962.41484479 1785.58291783 6837.60683761 917.43119266] -0.121105 4.829856 0 4.829856 264.905 0.629032
1991-02-28 ['FHCC-200501', 'AMGN', 'USHC-199607', 'DELL-201310'] [3.28125, 2.915086, 10.46952, 0.2520449] [3.65625, 4.192932, 14.00103, 0.2844864] [ 7619.04761905 8576.07631473 2387.88406727 99188.67630331] 0.254667 5.495375 0 5.495375 250.115 0.538081
1991-01-31 ['FHCC-200501', 'USHC-199607', 'DELL-201310', 'CSCO'] [2.796875, 10.07068, 0.2258422, 0.1468943] [3.28125, 10.46952, 0.2520449, 0.1406168] [ 8938.54748603 2482.45401502 110696.76083566 170190.40221438] 0.071519 4.379946 0 4.379946 232.425 0.429296
1990-12-31 ['USHC-199607', 'DELL-201310', 'FHCC-200501', 'ASTA-199708'] [7.810597, 0.1846666, 2.15625, 18.625] [10.07068, 0.2258422, 2.796875, 23.5] [ 3200.77965871 135379.11024517 11594.20289855 1342.28187919] 0.267795 4.087605 0 4.087605 200.530 0.233158
1990-11-30 ['APCC-200702', 'FHCC-200501', 'USHC-199607', 'DELL-201310'] [1.055662, 1.875, 6.724536, 0.1310135] [1.070324, 2.15625, 7.810597, 0.1846666] [ 23681.82240149 13333.33333333 3717.72862841 190820.02999691] 0.183730 3.224185 0 3.224185 192.580 0.184270
1990-10-31 ['DELL-201310', 'APCC-200702', 'AMGN', 'QMCO'] [0.1060585, 0.7184365, 1.509455, 41.27717] [0.1310135, 1.055662, 1.852876, 48.5779] [235718.96641948 34797.78658239 16562.26916337 605.6616769 ] 0.277267 2.723750 0 2.723750 172.555 0.061126
1990-09-28 ['APCC-200702', 'AN', 'FHCC-200501', 'NVLS-201206'] [0.7282112, 5.422802, 1.375, 2.104167] [0.7184365, 4.628081, 1.5, 1.75] [34330.69966515 4610.16279038 18181.81818182 11881.18623664] -0.059346 2.132484 0 2.132484 177.055 0.088799
1990-08-31 ['AN', 'WWWW-200709', 'APCC-200702', 'DELL-201310'] [6.498013, 88.75, 0.7330985, 0.1172882] [5.422802, 57.5, 0.7282112, 0.0873423] [ 3847.32994532 281.69014085 34101.82942674 213150.17196956] -0.194891 2.267021 0 2.267021 193.615 0.190634
1990-07-31 ['AN', 'WWWW-200709', 'FHCC-200501', 'ADBE'] [7.573223, 103.75, 1.3125, 2.036098] [6.498013, 88.75, 1.3125, 1.44918] [ 3301.1044307 240.96385542 19047.61904762 12278.38738607] -0.143702 2.815796 0 2.815796 223.385 0.373705
1990-06-29 ['ASTA-199708', 'WWWW-200709', 'AN', 'EA'] [11.9375, 120., 6.357768, 1.038905] [10.25, 103.75, 7.573223, 0.7676113] [ 2094.2408377 208.33333333 3932.19758884 24063.7979411 ] -0.086684 3.288338 0 3.288338 238.460 0.466408
1990-05-31 ['ASTA-199708', 'WWWW-200709', 'MSFT', 'CNTO-199910'] [12.5, 100., 0.6387761, 21.625] [11.9375, 120., 0.6650268, 22.0625] [ 2000. 250. 39137.3440553 1156.06936416] 0.054082 3.600438 0 3.600438 236.150 0.452203
1990-04-30 ['ASTA-199708', 'VTRS', 'WWWW-200709', 'MSFT'] [10.5, 2.682999, 85.625, 0.5075225] [12.5, 2.777693, 100., 0.6387761] [ 2380.95238095 9317.93116583 291.97080292 49258.89985173] 0.163067 3.415711 0 3.415711 205.815 0.265658
1990-03-30 ['SMLS-199502', 'MSFT', 'SXCL-201702', 'VTRS'] [28.25, 0.4845488, 20.71548, 2.493611] [26.25, 0.5075225, 17.34319, 2.682999] [ 884.95575221 51594.39049276 1206.82697191 10025.62147825] -0.027556 2.936813 0 2.936813 213.145 0.310734
1990-02-28 ['VTRS', 'SMLS-199502', 'MGMA-199502', 'ASTA-199708'] [2.809258, 19.25, 33.25, 7.9375] [2.493611, 28.25, 32.5, 8.375] [8899.14703456 1298.7012987 751.87969925 3149.60629921] 0.096934 3.020034 0 3.020034 207.915 0.278572
1990-01-31 ['VTRS', 'ERIC', 'SXCL-201702', 'SMLS-199502'] [2.55674, 2.657655, 15.53661, 19.] [2.809258, 2.360926, 18.3067, 19.25] [9778.07676964 9406.78906781 1609.10262921 1315.78947368] 0.044642 2.753160 0 2.753160 201.940 0.241829
1989-12-29 ['SXCL-201702', 'VTRS', 'SMLS-199502', 'PHS-200512'] [17.10231, 3.061775, 24.5, 6.375] [15.53661, 2.55674, 19., 4.5] [1461.7908341 8165.19829184 1020.40816327 3921.56862745] -0.193776 2.635506 0 2.635506 223.835 0.376472
1989-11-30 ['PHS-200512', 'SMLS-199502', 'SXCL-201702', 'VTRS'] [6.8125, 23.125, 14.69354, 2.771876] [6.375, 24.5, 17.10231, 3.061775] [3669.72477064 1081.08108108 1701.42797447 9019.16247336] 0.065940 3.268951 0 3.268951 224.445 0.380223
1989-10-31 ['PHS-200512', 'SMLS-199502', 'SXCL-201702', 'USHC-199607'] [6.1875, 22.5, 16.1388, 3.927509] [6.8125, 23.125, 14.69354, 3.765215] [4040.4040404 1111.11111111 1549.06188812 6365.35778785] -0.000522 3.066732 0 3.066732 222.615 0.368970
1989-09-29 ['PHS-200512', 'CMVT-201302', 'SMLS-199502', 'SXCL-201702'] [6.25, 0.9079413, 25.875, 16.01837] [6.1875, 0.9079413, 22.5, 16.1388] [ 4000. 27534.81970696 966.18357488 1560.708112 ] -0.033229 3.068332 0 3.068332 226.390 0.392184
1989-08-31 ['CMVT-201302', 'PHS-200512', 'SMLS-199502', 'QMCO'] [1.134927, 6.1875, 23.875, 32.01087] [0.9079413, 6.25, 25.875, 30.88768] [22027.84848717 4040.4040404 1047.12041885 780.98470926] -0.035304 3.173795 0 3.173795 222.005 0.365218
1989-07-31 ['PHS-200512', 'SMLS-199502', 'INEL-199805', 'CMVT-201302'] [4.78125, 17.84375, 6.427745, 0.680956] [6.1875, 23.875, 6.680806, 1.134927] [ 5228.75816993 1401.05078809 3889.38889144 36713.09159476] 0.334540 3.289944 0 3.289944 214.275 0.317683
1989-06-30 ['APCC-200702', 'INEL-199805', 'BMC-201309', 'VCELA-199905'] [0.3763239, 4.959992, 1.59375, 22.83333] [0.3616619, 6.427745, 1.791667, 19.66667] [66432.13465847 5040.33071021 15686.2745098 1094.89067079] 0.060614 2.465228 0 2.465228 204.585 0.258094
1989-05-31 ['APCC-200702', 'VCELA-199905', 'USHC-199607', 'PHS-200512'] [0.3792563, 26.16667, 3.151767, 3.84375] [0.3763239, 22.83333, 2.87554, 3.375] [65918.48309441 955.41389103 7932.05842945 6504.06504065] -0.086178 2.324341 0 2.324341 214.545 0.319343
1989-04-28 ['PHS-200512', 'VCELA-199905', 'SMLS-199502', 'USHC-199607'] [3.21875, 22.83333, 9.5, 2.89448] [3.84375, 26.16667, 9.75, 3.151767] [7766.99029126 1094.89067079 2631.57894737 8637.12998535] 0.113841 2.543539 0 2.543539 200.470 0.232789
1989-03-31 ['PHS-200512', 'SMLS-199502', 'MCIC-199809', 'APCC-200702'] [2.8125, 9., 14.04016, 0.2345915] [3.21875, 9.5, 16.5539, 0.2893295] [ 8888.88888889 2777.77777778 1780.60648881 106568.226044 ] 0.153093 2.283574 0 2.283574 185.870 0.143006
1989-02-28 ['ROST', 'SMLS-199502', 'APCC-200702', 'CMVT-201302'] [0.3201676, 7.6875, 0.2424112, 0.4539707] [0.3382903, 9., 0.2345915, 0.4539707] [ 78084.10345082 3252.03252033 103130.54842351 55069.63334858] 0.048769 1.980390 0 1.980390 183.790 0.130216
1989-01-31 ['INEL-199805', 'ROST', 'CMVT-201302', 'SVC-200605'] [3.239179, 0.2718404, 0.4539707, 5.977245] [3.087342, 0.3201676, 0.4539707, 6.220223] [ 7718.00508709 91965.72694861 55069.63334858 4182.52890755] 0.042888 1.888299 0 1.888299 186.470 0.146696
1988-12-30 ['MCIC-199809', 'SMLS-199502', 'FAST', 'ROST'] [11.09724, 7.0625, 0.09805167, 0.2537178] [12.32346, 7.9375, 0.1122537, 0.2718404] [ 2252.81241101 3539.82300885 254967.61044457 98534.67119768] 0.112666 1.810643 0 1.810643 177.410 0.090982
1988-11-30 ['MNST', 'MCIC-199809', 'SVC-200605', 'SMLS-199502'] [0.1576255, 11.21986, 5.578928, 6.625] [0.1100404, 11.09724, 5.481904, 7.0625] [158603.77921085 2228.19179562 4481.14763266 3773.58490566] -0.066042 1.627303 0 1.627303 169.185 0.040402
1988-10-31 ['SMLS-199502', 'MNST', 'MCIC-199809', 'CE-200402'] [5.875, 0.1665476, 11.58773, 0.2158208] [6.625, 0.1576255, 11.21986, 0.1920439] [ 4255.31914894 150107.23660983 2157.45447987 115836.84241741] -0.016957 1.742373 0 1.742373 174.780 0.074809
1988-09-30 ['SMLS-199502', 'MNST', 'ROST', 'SVC-200605'] [6.71875, 0.1040923, 0.2476768, 5.035589] [5.875, 0.1665476, 0.2446564, 5.190829] [ 3720.93023256 240171.46321102 100937.99661494 4964.66252508] 0.123263 1.772428 0 1.772428 179.365 0.103004
1988-08-31 ['MNST', 'SMLS-199502', 'CE-200402', 'ROST'] [0.1159885, 4.75, 0.1938729, 0.2295541] [0.1040923, 6.71875, 0.2341107, 0.2476768] [215538.60943111 5263.15789474 128950.46187476 108906.78929281] 0.149601 1.577928 0 1.577928 170.995 0.051533
1988-07-29 ['MNST', 'CE-200402', 'MU', 'CMVT-201302'] [0.1189626, 0.1975309, 1.895181, 0.4539707] [0.1159885, 0.1938729, 1.675095, 0.4539707] [210150.08078169 126562.47706055 13191.35217164 55069.63334858] -0.039912 1.372587 0 1.372587 181.160 0.114042
1988-06-30 ['CMVT-201302', 'CE-200402', 'MU', 'FAST'] [0.4539707, 0.2341107, 2.164174, 0.07569589] [0.4539707, 0.1975309, 1.895181, 0.08601712] [ 55069.63334858 106787.08833044 11551.75138413 330268.92213038] -0.036048 1.429647 0 1.429647 189.025 0.162408
1988-05-31 ['CE-200402', 'MU', 'FAST', 'MCIC-199809'] [0.2011888, 2.090812, 0.07441606, 6.866803] [0.2341107, 2.164174, 0.07569589, 6.866803] [124261.39029608 11957.0769634 335948.98735569 3640.70441514] 0.053981 1.483111 0 1.483111 173.345 0.065984
1988-04-29 ['CE-200402', 'MCIC-199809', 'FAST', 'MU'] [0.168267, 6.68287, 0.07053528, 1.968542] [0.2011888, 6.866803, 0.07441606, 2.090812] [148573.39823019 3740.90772378 354432.56197466 12699.75443755] 0.085077 1.407152 0 1.407152 175.920 0.081819
1988-03-31 ['CE-200402', 'MU', 'WCOEQ-200404', 'IDTI-201903'] [0.175583, 1.748457, 0.8196128, 6.875] [0.168267, 1.968542, 0.9642503, 7.875] [142382.80471344 14298.32131988 30502.20787181 3636.36363636] 0.101533 1.296822 0 1.296822 173.260 0.065461
1988-02-29 ['CE-200402', 'MCIC-199809', 'MU', 'WCOEQ-200404'] [0.1280293, 5.579277, 1.882954, 0.7955065] [0.175583, 5.456656, 1.748457, 0.8196128] [195267.8019797 4480.86732385 13277.01048459 31426.51882794] 0.077081 1.177289 0 1.177289 172.640 0.061649
1988-01-29 ['MCIC-199809', 'DZB-200104', 'CE-200402', 'MU'] [5.272724, 19.99931, 0.09876543, 1.381648] [5.579277, 18.55606, 0.1280293, 1.882954] [ 4741.38225327 1250.04312649 253125.00537891 18094.33372321] 0.161276 1.093036 0 1.093036 159.130 -0.021431
1987-12-31 ['MU', 'DZB-200104', 'CE-200402', 'ADCT-201012'] [1.442783, 21.20751, 0.1042524, 3.800781] [1.381648, 19.99931, 0.09876543, 3.773438] [ 17327.62307291 1178.82768887 239802.63284107 6577.59549945] -0.039792 0.941237 0 0.941237 156.250 -0.039142
1987-11-30 ['MCIC-199809', 'ASCL-200504', 'WCOEQ-200404', 'DZB-200104'] [4.353063, 9.125, 0.6267627, 17.70724] [4.598305, 12.125, 0.5785502, 21.20751] [ 5743.08251454 2739.7260274 39887.50447338 1411.85187528] 0.126464 0.980244 0 0.980244 137.125 -0.156751
1987-10-30 ['ORCL', 'ASCL-200504', 'MCIC-199809', 'MU'] [0.1293642, 9.25, 4.782238, 0.8436611] [0.1125468, 9.125, 4.353063, 0.8069801] [193252.84738745 2702.7027027 5227.67791984 29632.75182416] -0.069184 0.870195 0 0.870195 150.070 -0.077145
1987-09-30 ['ORCL', 'AMAT', 'ADBE', 'MU'] [0.1681734, 0.3426514, 1.098919, 1.320513] [0.1293642, 0.181576, 0.6422252, 0.8436611] [148656.08948859 72960.44901611 22749.62940854 18932.03626166] -0.369387 0.934873 0 0.934873 205.505 0.263752
1987-08-31 ['AMAT', 'AAPL', 'ADBE', 'ORCL'] [0.3572946, 0.3779256, 0.9205227, 0.1384197] [0.3426514, 0.3954222, 1.098919, 0.1681734] [ 69970.27103124 66150.58625296 27158.48289238 180610.12991648] 0.103516 1.482485 0 1.482485 209.575 0.288780
1987-07-31 ['ADBE', 'ORCL', 'MSFT', 'AAPL'] [0.9419303, 0.1177214, 0.205635, 0.2883207] [0.9205227, 0.1384197, 0.259777, 0.3779256] [ 26541.24195814 212365.80604716 121574.63466822 86709.00146954] 0.181793 1.343419 0 1.343419 196.350 0.207453
1987-06-30 ['ADBE', 'MSFT', 'ORCL', 'JAVA-201001'] [0.9918811, 0.2231311, 0.1151341, 2.546875] [0.9419303, 0.205635, 0.1177214, 2.164062] [ 25204.63390219 112041.75482485 217138.10243881 9815.95092025] -0.064152 1.136764 0 1.136764 189.240 0.163730
1987-05-29 ['ADBE', 'MSFT', 'ORCL', 'JAVA-201001'] [1.37008, 0.252125, 0.141007, 2.71875] [0.9918811, 0.2231311, 0.1151341, 2.546875] [ 18247.10965783 99157.16410511 177296.16260186 9195.40229885] -0.159436 1.214688 0 1.214688 188.770 0.160840
1987-04-30 ['ADBE', 'MSFT', 'LOTS-199507', 'TECD-202006'] [1.384352, 0.2275018, 34.5, 4.166833] [1.37008, 0.252125, 34.375, 4.] [ 18058.99077691 109889.24043678 724.63768116 5999.76048956] 0.013565 1.445087 0 1.445087 184.830 0.136611
1987-03-31 ['ADBE', 'SMLS-199502', 'MSFT', 'TFCF-201903'] [0.9847453, 6.96875, 0.2116464, 4.392296] [1.384352, 5.1875, 0.2275018, 3.654658] [ 25387.27526803 3587.44394619 118121.54612599 5691.78397813] 0.014292 1.425746 0 1.425746 186.040 0.144052
1987-02-27 ['ADBE', 'SMLS-199502', 'TIGO', 'WDC'] [0.649361, 3.90625, 3.423073, 11.99179] [0.9847453, 6.96875, 3.366022, 9.08165] [38499.38631978 6400. 7303.37915668 2084.7596564 ] 0.260285 1.405657 0 1.405657 182.750 0.123820
1987-01-30 ['ADBE', 'MSFT', 'TEVA', 'SMLS-199502'] [0.4852368, 0.1599718, 0.3684024, 3.5] [0.649361, 0.1678995, 0.3805062, 3.90625] [ 51521.23664157 156277.54391712 67860.57854129 7142.85714286] 0.134180 1.115348 0 1.115348 166.675 0.024967
1986-12-31 ['SMLS-199502', 'ADBE', 'LOTS-199507', 'TEVA'] [3.375, 0.3639276, 17.25, 0.2925549] [3.5, 0.4852368, 21.83333, 0.3684024] [ 7407.40740741 68694.98218877 1449.27536232 85454.04640291] 0.223832 0.983397 0 0.983397 141.405 -0.130431
1986-11-28 ['WCOEQ-200404', 'LOTS-199507', 'TIGO', 'LGNT-199511'] [0.6026565, 18., 3.194869, 17.5] [0.3615939, 17.25, 2.453202, 15.875] [41483.00068115 1388.88888889 7825.04697376 1428.57142857] -0.191667 0.803539 0 0.803539 147.940 -0.090244
1986-10-31 ['TIGO', 'LOTS-199507', 'LGNT-199511', 'WCOEQ-200404'] [2.510254, 15.83333, 16.5, 0.4519923] [3.194869, 18., 17.5, 0.6026565] [ 9959.15154403 1578.94770083 1515.15151515 55310.67675268] 0.200877 0.994068 0 0.994068 144.480 -0.111521
1986-09-30 ['TIGO', 'LGNT-199511', 'JBHT', 'DZB-200104'] [2.053844, 14.25, 3.189916, 11.47418] [2.510254, 16.5, 3.085943, 10.55791] [12172.29740915 1754.38596491 7837.19696694 2178.80493421] 0.066917 0.827785 0 0.827785 137.495 -0.154475
1986-08-29 ['DZB-200104', 'TSN', 'TIGO', 'LGNT-199511'] [12.08887, 4.377142, 2.053844, 15.] [11.47418, 3.785636, 2.053844, 14.25] [ 2068.01793716 5711.48936909 12172.29740915 1666.66666667] -0.058996 0.775867 0 0.775867 151.700 -0.067122
1986-07-31 ['DZB-200104', 'TSN', 'TIGO', 'CHIR-200604'] [12.19132, 4.690936, 1.88269, 5.4375] [12.08887, 4.377142, 2.053844, 5.4375] [ 2050.63930731 5329.42679244 13278.87225194 4597.70114943] 0.003903 0.824509 0 0.824509 144.705 -0.110137
1986-06-30 ['IMNX-200207', 'TSN', 'AMGN', 'CHIR-200604'] [0.9104826, 5.676426, 0.3973302, 6.0625] [0.6031222, 4.690936, 0.3573975, 5.4375] [27457.96569863 4404.17967221 62919.95926814 4123.71134021] -0.178696 0.821304 0 0.821304 162.615 0.000000