4 Months RUx3000_topN_6_BM

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55 Months RUx3000_topN_6_BM

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110 Months RUx3000_topN_6_BM

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220 Months RUx3000_topN_6_BM

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topNstocks topNbegPrices topNendPrices topN_6_positions topN_6_monthlyReturn topN_6_aggregateReturn SELL TimetopN_6_AggRet benchmark benchmarkAggRet
Date
2022-04-29 ['LNTH', 'NEX', 'APTS', 'EQT', 'PBF', 'HPK'] [66.41, 11.03, 24.88, 39.75, 29.06, 27.31] [66.41, 11.03, 24.88, 39.75, 29.06, 27.31] [ 250.96621995 1511.03052282 669.88210075 419.28721174 573.52603808 610.27706579] 0.000000 13.535073 SELL 105.010160 13270.420 34.051294
2022-03-31 ['IRTC', 'IPI', 'ACET', 'HPK', 'KOS', 'SLCA'] [157.47, 82.14, 19.97, 22.18151, 7.19, 18.66] [123.37, 76.58, 14.74, 27.31, 6.76, 18.58] [ 105.84026587 202.90560831 834.58521115 751.37655943 2318.03430691 893.17613433] -0.063170 13.535073 0 105.010160 14578.750 37.506999
2022-02-28 ['IRTC', 'RES', 'NEX', 'HPK', 'DVN', 'APTS'] [129.27, 8.77, 7.96, 21.12239, 58.56684, 25.08541] [157.47, 10.67, 9.24, 22.18151, 59.13, 24.94] [ 128.92911477 1900.41809198 2093.80234506 789.05212273 284.57513956 664.39682137] 0.108260 14.447732 0 112.090910 14120.730 36.297227
2022-01-31 ['KZR', 'IRTC', 'PTSI', 'CAR', 'DVN', 'YELL'] [13.18, 124.83, 34.915, 176.18, 49.7351, 10.44] [14.85, 129.27, 33.735, 183.44, 58.56684, 9.01] [1264.54223571 133.51491362 477.34975416 94.60021947 335.10873943 1596.42401022] 0.035048 13.036408 0 101.141334 14485.610 37.260988
2021-12-31 ['KZR', 'STFC-202202', 'CCXI', 'PTSI', 'CAR', 'ISEE'] [16.72, 51.69, 36.41, 35.505, 207.37, 16.72] [13.18, 51.7, 26.89, 34.915, 176.18, 13.94] [996.81020734 322.43502934 457.74970246 469.41745294 80.37163846 996.81020734] -0.134381 12.594976 0 97.716542 15391.170 39.652853
2021-11-30 ['CCXI', 'CAR', 'SITM', 'ASAN', 'ASPN', 'STFC-202202'] [36.28, 274.59, 298.48, 103.95, 57.16, 51.36008] [36.41, 207.37, 292.54, 74.55, 49.79, 51.69] [459.38993017 60.69655365 55.83847047 160.33349367 291.57919291 324.50624428] -0.111077 14.550261 0 112.886372 14808.050 38.112652
2021-10-29 ['ASAN', 'AMC', 'BTU', 'CEIX', 'ASPN', 'LC'] [135.8, 35.37, 11.89, 27.51, 54.46, 45.96] [103.95, 33.94, 9.96, 21.95, 57.16, 32.72] [ 122.72950417 471.20912261 1401.73815531 605.8403005 306.03501041 362.63417464] -0.146316 16.368409 0 126.992244 15036.930 38.717195
2021-09-30 ['BTU', 'AMC', 'ASAN', 'AMEH', 'MRNA', 'PRTA'] [14.79, 38.06, 103.84, 91.05, 384.86, 71.23] [11.89, 35.37, 135.8, 68.63, 345.21, 55.35] [1126.88753662 437.90506218 160.50333847 183.04960644 43.30579085 233.98380832] -0.088530 19.173844 0 148.757858 14084.480 36.201479
2021-08-31 ['AMC', 'VRTV', 'BTU', 'UPST', 'AMEH', 'PRTA'] [47.13, 89.67, 15.98, 229.12, 75.91, 67.12] [38.06, 89.56, 14.79, 316.44, 91.05, 71.23] [ 353.63179857 185.86669641 1042.97037964 72.74208566 219.5582488 248.31148192] 0.062275 21.036168 0 163.206463 14746.100 37.949023
2021-07-30 ['CDRBQ', 'PRTA', 'AMEH', 'OCGN', 'IDT', 'SAVA'] [2.668e-02, 5.010e+01, 8.837e+01, 6.710e+00, 4.980e+01, 6.953e+01] [2.000e-02, 6.712e+01, 7.591e+01, 7.590e+00, 4.348e+01, 5.685e+01] [6.24687656e+05 3.32667997e+02 1.88600958e+02 2.48385494e+03 3.34672021e+02 2.39704684e+02] -0.038297 19.802941 0 153.638632 14337.240 36.869097
2021-06-30 ['CDRBQ', 'AMC', 'SAVA', 'GME', 'ATOS', 'MMAT'] [2.0500e-02, 5.6680e+01, 8.5440e+01, 2.1414e+02, 6.3200e+00, 7.4900e+00] [2.6680e-02, 3.7020e+01, 6.9530e+01, 1.6112e+02, 2.9900e+00, 3.5000e+00] [8.13008130e+05 2.94048459e+02 1.95068664e+02 7.78307027e+01 2.63713080e+03 2.22518914e+03] -0.256469 20.591527 0 159.756777 14098.820 36.239356
2021-05-31 ['CDRBQ', 'GME', 'SAVA', 'AMC', 'UPST', 'BTU'] [9.8000e-02, 2.2200e+02, 5.3920e+01, 2.6120e+01, 1.4822e+02, 6.6300e+00] [2.0500e-02, 2.1414e+02, 8.5440e+01, 5.6680e+01, 1.2490e+02, 7.9300e+00] [1.70068027e+05 7.50750751e+01 3.09099901e+02 6.38080653e+02 1.12445464e+02 2.51382604e+03] 0.161180 27.694234 0 214.862234 13759.520 35.343159
2021-04-30 ['GME', 'SM', 'ORGO', 'RUBY', 'AMRS', 'SAVA'] [173.59, 15.79077, 22.36, 25.02, 14.56, 46.8] [222., 19.88838, 17.83, 24.43, 14.23, 53.92] [ 96.01167502 1055.46890156 745.37865236 666.13375966 1144.68864469 356.12535613] 0.073611 23.850087 0 185.037904 13697.000 35.178024
2021-03-31 ['GME', 'SM', 'SI', 'FPRX-202104', 'FCEL', 'EXPR'] [189.82, 16.35032, 142.17, 37.67, 14.41, 4.02] [173.59, 15.79077, 107.22, 38., 9.71, 3.05] [ 87.80247954 1019.3480413 117.23054559 442.43872224 1156.60421004 4145.93698176] -0.154042 22.214830 0 172.350966 13025.540 33.404490
2021-02-26 ['SAVA', 'GME', 'SI', 'MGNI', 'DDD', 'FCEL'] [48.58, 101.74, 127.56, 48.87, 35.84, 16.94] [44.95, 189.82, 142.17, 41.61, 27.44, 14.41] [343.07671195 163.81626368 130.65746838 341.04085669 465.0297619 983.86462023] 0.062211 26.259972 0 203.734690 12574.820 32.213999
2021-01-29 ['NXPS', 'GME', 'FCEL', 'SPWR', 'PACB', 'PLUG'] [2.000e-01, 3.250e+02, 2.076e+01, 5.401e+01, 3.235e+01, 6.317e+01] [0.15, 101.74, 16.94, 34.77, 30.57, 48.38] [8.33333333e+04 5.12820513e+01 8.02825947e+02 3.08584830e+02 5.15198351e+02 2.63838320e+02] -0.294391 24.721994 0 191.802485 12193.680 31.207290
2020-12-31 ['PACB', 'TUP', 'GRWG', 'SI', 'MCRB', 'SPWR'] [25.94, 32.39, 40.22, 74.31, 24.5, 25.64] [32.35, 30.08, 43.19, 93.06, 23.75, 54.01] [642.50835261 514.56210765 414.38753522 224.2856502 680.27210884 650.02600104] 0.262970 35.036386 0 271.825400 12248.160 31.351189
2020-11-30 ['TUP', 'WKHS', 'APPS', 'PLUG', 'CMBM', 'GRWG'] [33.65, 25.37, 44.98, 26.39, 27.06, 35.17] [32.39, 19.78, 56.56, 33.91, 25.08, 40.22] [495.29470035 656.94389699 370.53505262 631.55235569 615.91525006 473.88873093] 0.059173 27.741274 0 215.227191 11720.860 29.958426
2020-10-30 ['TUP', 'MCRB', 'HOME-202107', 'WKHS', 'GOGO', 'APPS'] [31.72, 27.89, 16.29, 15.38, 8.04, 28.66] [33.65, 27.61, 18.94, 25.37, 10.54, 44.98] [ 525.4308533 597.58575356 1023.12257008 1083.65843086 2072.96849088 581.53058851] 0.290568 26.191446 0 203.203041 10449.630 26.600713
2020-09-30 ['OSTK', 'WKHS', 'TUP', 'VSLR-202010', 'NVAX', 'MCRB'] [72.65, 25.28, 20.16, 42.35, 108.35, 28.31] [56.1, 15.38, 31.72, 43.08, 80.71, 27.89] [229.41041523 659.28270042 826.71957672 393.54584809 153.82248885 588.72012245] -0.049784 20.294514 0 157.452433 10680.140 27.209562
2020-08-31 ['OSTK', 'WTRH', 'MCRB', 'NVAX', 'WKHS', 'PRTS'] [87.5, 4.03, 26.49, 110.34, 18.11, 14.05] [72.65, 3.22, 28.31, 108.35, 25.28, 10.81] [ 190.47619048 4135.64929694 629.16823959 151.04827503 920.30185901 1186.2396204 ] -0.025788 21.357788 0 165.701711 11083.710 28.275515
2020-07-31 ['NVAX', 'IBIO', 'WTRH', 'OSTK', 'VXRT', 'RVP'] [143.1, 4.44, 5.34, 75.59, 9.39, 11.97] [110.34, 2.09, 4.03, 87.5, 5.93, 6.32] [ 116.46866993 3753.75375375 3121.09862672 220.48771883 1774.93787717 1392.36981342] -0.281076 21.923141 0 170.087938 10335.000 26.297940
2020-06-30 ['VXRT', 'CODX', 'NVAX', 'GNPX', 'IBIO', 'WTRH'] [8.85, 19.35, 83.35, 3.14, 2.22, 2.63] [9.39, 24., 143.1, 3.37, 4.44, 5.34] [1883.23917137 861.32644272 199.960008 5307.85562633 7507.50750751 6337.1356147 ] 0.520308 30.494397 0 236.586944 9779.676 24.831157
2020-05-29 ['NVAX', 'BTAI', 'WTRH', 'MRSN', 'INO', 'RCUS'] [46.04, 46.56, 2.47, 22.64, 14.75, 31.35] [83.35, 53.01, 2.63, 23.4, 26.95, 24.74] [ 362.00405445 357.96105384 6747.63832659 736.16018846 1129.94350282 531.63211058] 0.277255 20.058033 0 155.617733 9561.091 24.253806
2020-04-30 ['BTAI', 'CCXI', 'KRTX', 'INO', 'MRSN', 'NVAX'] [37., 53.01, 83.08, 12.03, 9.03, 18.13] [46.56, 62.39, 93.86, 14.75, 22.64, 46.04] [ 450.45045045 314.4060869 200.60985396 1385.42532557 1845.69952012 919.28663357] 0.639636 15.704011 0 121.837594 9075.735 22.971830
2020-03-31 ['FTSV-202004', 'CCXI', 'CNST-202107', 'KRTX', 'MRSN', 'INO'] [95.42, 40.18, 31.43, 72., 5.83, 7.44] [95.51, 53.01, 35.98, 83.08, 9.03, 12.03] [ 174.6663872 414.80006637 530.27892672 231.48148148 2858.77644368 2240.14336918] 0.297455 9.577741 SELL 74.307696 8014.317 20.168296
2020-02-28 ['FTSV-202004', 'CCXI', 'KOD', 'CNST-202107', 'KRTX', 'APLT'] [58., 44.75, 63.97, 35.34, 87.26, 41.55] [95.42, 40.18, 47.7, 31.43, 72., 32.69] [287.35632184 372.43947858 260.53879423 471.60913035 191.0000764 401.12314481] -0.035007 7.381942 SELL 74.307696 9292.153 23.543457
2020-01-31 ['ESINQ', 'APLT', 'CCXI', 'KRTX', 'KOD', 'FTSV-202004'] [1.300e-02, 5.247e+01, 4.242e+01, 9.491e+01, 6.107e+01, 3.687e+01] [6.000e-03, 4.155e+01, 4.475e+01, 8.726e+01, 6.397e+01, 5.800e+01] [1.28205128e+06 3.17641827e+02 3.92896433e+02 1.75604959e+02 2.72910867e+02 4.52038695e+02] -0.025279 7.649740 0 74.307696 10120.770 25.732092
2019-12-31 ['KOD', 'THOR-202001', 'CCXI', 'AXSM', 'CNST-202107', 'KRTX'] [71.95, 69.89, 39.55, 103.36, 47.11, 75.34] [61.07, 67.99, 42.42, 86.82, 33.04, 94.91] [231.64234422 238.46997663 421.40750105 161.24871001 353.78192882 221.21936112] -0.050794 7.848135 0 76.234851 10131.840 25.761331
2019-11-29 ['CNST-202107', 'KRTX', 'KPTI', 'EVER', 'ARWR', 'KOD'] [46.56, 71.88, 17.52, 35.21, 73.01, 29.6] [47.11, 75.34, 19.17, 34.35, 63.43, 71.95] [357.96105384 231.86792803 951.29375951 473.35037395 228.27923116 563.06306306] 0.238205 8.268107 0 80.314358 9847.507 25.010320
2019-10-31 ['LBTI', 'DOVA-201911', 'KOD', 'CDLX', 'RETA', 'KPTI'] [8.0000e-02, 2.8510e+01, 2.0710e+01, 4.1910e+01, 2.0608e+02, 1.1700e+01] [5.0000e-02, 2.8040e+01, 2.9600e+01, 5.6050e+01, 1.9513e+02, 1.7520e+01] [2.08333333e+05 5.84590202e+02 8.04764204e+02 3.97677563e+02 8.08747412e+01 1.42450142e+03] 0.136578 6.677494 0 64.863538 9486.893 24.057826
2019-09-30 ['DOVA-201911', 'EVER', 'CVM', 'CVRS-201910', 'ENPH', 'AMRS'] [27.95, 21.34, 8.94, 4.28, 22.23, 4.76] [28.51, 20.3, 6.86, 4.27, 19.43, 3.315] [ 596.30292188 781.00593565 1864.28038777 3894.08099688 749.73759184 3501.40056022] -0.115537 5.875088 0 57.069160 9286.973 23.529775
2019-08-30 ['DYII-201910', 'ATEC', 'ENPH', 'CVRS-201910', 'AXSM', 'EVER'] [2.570e-02, 5.230e+00, 2.967e+01, 4.250e+00, 2.545e+01, 2.239e+01] [1.000e-06, 5.020e+00, 2.223e+01, 4.280e+00, 2.024e+01, 2.134e+01] [6.48508431e+05 3.18674315e+03 5.61734637e+02 3.92156863e+03 6.54878847e+02 7.44379932e+02] -0.255904 6.642552 0 64.524115 9126.790 23.106683
2019-07-31 ['DYII-201910', 'CFMS', 'ADVM', 'ENPH', 'ATEC', 'DBD'] [2.570e-02, 2.760e+00, 1.341e+01, 2.815e+01, 4.700e+00, 1.391e+01] [2.570e-02, 2.140e+00, 1.033e+01, 2.967e+01, 5.230e+00, 1.121e+01] [6.48508431e+05 6.03864734e+03 1.24285359e+03 5.92066311e+02 3.54609929e+03 1.19817877e+03] -0.080277 8.927010 0 86.714784 9316.715 23.608333
2019-06-28 ['ARQL-202001', 'ENPH', 'ADVM', 'DBD', 'ARRY-201907', 'TCRT'] [11.01, 18.23, 11.89, 9.16, 46.33, 5.83] [10.09, 28.15, 13.41, 13.91, 47.85, 6.94] [1513.77535574 914.24392028 1401.73815531 1819.50509461 359.73811066 2858.77644368] 0.221700 9.706190 0 94.283546 9180.250 23.247887
2019-05-31 ['ENPH', 'ADVM', 'DMRC', 'DBD', 'ONCE-201912', 'TLRA-202003'] [15.17, 10.05, 52.56, 8.5, 109., 7.5] [18.23, 11.89, 44.39, 9.16, 102.38, 7.52] [1098.65963525 1658.3747927 317.09791984 1960.78431373 152.90519878 2222.22222222] 0.041489 7.944826 0 77.174082 8577.775 21.656564
2019-04-30 ['FLNT', 'DBD', 'XFOR', 'TLRA-202003', 'ONCE-201912', 'DOMO'] [7.03, 10.09, 20.4, 7.21, 106.69, 38.31] [4.88, 8.5, 15.37, 7.5, 109., 33.5] [2370.79184448 1651.8004625 816.99346405 2311.60425335 156.21582779 435.04742017] -0.128944 7.628330 0 74.099723 9171.265 23.224155
2019-03-29 ['VCYT', 'FLNT', 'DBD', 'GH', 'EIDX-202101', 'EHTH'] [25.02, 5.62, 11.07, 76.7, 23.45, 62.34] [22.87, 7.03, 10.09, 65.51, 26.21, 60.74] [ 666.13375966 2965.59905101 1505.57061126 217.29682747 710.73205402 267.35108545] 0.003762 8.757565 0 85.068836 8819.101 22.293980
2019-02-28 ['FLNT', 'GH', 'LRN', 'DBD', 'ACAD', 'ENPH'] [5.11, 66.64, 32.04, 9.19, 26.5, 9.07] [5.62, 76.7, 34.13, 11.07, 26.85, 9.23] [3261.57860404 250.10004002 520.18310445 1813.56546971 628.93081761 1837.55972069] 0.091902 8.724747 0 84.750044 8692.180 21.958743
2019-01-31 ['EHTH', 'BEL-201904', 'SEND-201901', 'CDNA', 'FLNT', 'IIPR'] [61.16, 24.92, 54.08, 28.03, 4.72, 55.61766] [53.41, 24.85, 54.08, 31.12, 5.11, 70.95025] [ 272.50926532 668.80684858 308.18540434 594.60102271 3531.07344633 299.66501048] 0.056503 7.990410 0 77.616873 8396.869 21.178735
2018-12-31 ['BEL-201904', 'PACB', 'CDNA', 'LQDA', 'ESIO-201902', 'RARX-202004'] [25.03, 7.4, 25.14, 21.66, 29.96, 18.2] [24.92, 6.92, 28.03, 14.39, 30., 20.53] [ 665.86762552 2252.25225225 662.95412357 769.46752847 556.29728527 915.75091575] -0.026765 7.563072 SELL 73.465824 7733.106 19.425531
2018-11-30 ['PACB', 'TNDM', 'NIHD-201912', 'RARX-202004', 'CDNA', 'LQDA'] [7.82, 36.82, 5.41, 15.77, 29.27, 22.36] [7.4, 37.97, 4.41, 18.2, 25.14, 21.66] [2131.28729753 452.65254391 3080.71472582 1056.85901501 569.41122879 745.37865236] -0.037606 7.771062 0 73.465824 8526.679 21.521603
2018-10-31 ['TNDM', 'VKTX', 'HEAR', 'ENDP', 'INTEQ-202202', 'CDNA'] [37.61, 13.6, 17.75, 16.94, 26.06, 26.11] [36.82, 11.29, 16.19, 12.03, 24.87, 29.27] [ 443.14455375 1225.49019608 938.96713615 983.86462023 639.54975697 638.32503511] -0.082205 8.074718 SELL 76.336513 8359.254 21.079382
2018-09-28 ['TNDM', 'HEAR', 'INTEQ-202202', 'SLDB', 'RETA', 'VKTX'] [42.84, 19.94, 30., 47.18, 81.76, 17.42] [37.61, 17.75, 26.06, 32., 58.93, 13.6] [389.04450669 835.8408559 555.55555556 353.25702981 203.84866275 956.7546881 ] -0.197252 8.797952 0 76.336513 9023.693 22.834371
2018-08-31 ['TNDM', 'HEAR', 'INTEQ-202202', 'NIHD-201912', 'CDNA', 'IIN'] [45.69, 22.91, 21.97, 5.74, 24.31, 73.9] [42.84, 19.94, 30., 5.86, 28.85, 56.2] [ 364.77712118 727.48435909 758.61022607 2903.60046458 685.58892088 225.52999549] 0.023605 10.959792 0 95.093985 9008.781 22.794984
2018-07-31 ['HEAR', 'NIHD-201912', 'TNDM', 'INTEQ-202202', 'ECYT-201812', 'FOSL'] [27.19, 6.2, 27.56, 19.5, 15.32, 26.2] [22.91, 5.74, 45.69, 21.97, 19.72, 22.67] [ 612.97045482 2688.17204301 604.74117078 854.7008547 1087.90252393 636.13231552] 0.117562 10.707050 0 92.901036 8703.146 21.987707
2018-06-29 ['HEAR', 'TNDM', 'NIHD-201912', 'INTEQ-202202', 'NMTR', 'BXC'] [20.32, 22.02, 3.9, 16.66, 23.57, 37.53] [27.19, 27.56, 6.2, 19.5, 5.22, 34.07] [ 820.20997375 756.88767787 4273.5042735 1000.40016006 707.11356244 444.08917311] 0.079861 9.580720 0 83.128291 8423.602 21.249345
2018-05-31 ['MDGL', 'INTEQ-202202', 'ATRA', 'FOSL', 'GENN', 'PESXQ-202005'] [265.61, 17.85, 49.8, 21.88, 2.1, 5.5] [279.69, 16.66, 36.75, 26.87, 2.29, 5.85] [ 62.74864149 933.70681606 334.67202142 761.73065204 7936.50793651 3030.3030303 ] 0.017745 8.872178 0 76.980537 8368.870 21.104781
2018-04-30 ['LFIN', 'NKTR', 'ATRA', 'DNRCQ-202009', 'VIRT', 'VRS-202203'] [28.189, 83.66, 40.35, 3.29, 30.63692, 13.63965] [4.95, 80.27, 49.8, 4.25, 26.62786, 15.27852] [ 591.24717679 199.21906128 413.05245766 5065.85612969 544.00594664 1221.92773764] -0.058271 8.717486 0 75.638336 8139.101 20.497890
2018-03-30 ['NKTR', 'LFIN', 'VRS-202203', 'ANAB', 'MDGL', 'SAGE'] [106.26, 17.26, 12.71826, 104.08, 116.79, 161.07] [83.66, 28.189, 13.63965, 93.78, 113.16, 143.92] [ 156.84798293 965.62379297 1310.4517966 160.13323085 142.70628193 103.47467975] 0.042740 9.256899 0 80.318623 8108.284 20.416492
2018-02-28 ['MDGL', 'ANAB', 'NKTR', 'ZGNX-202203', 'VRS-202203', 'KURA'] [126.04, 122.76, 86.56, 42.4, 13.24692, 22.6] [116.79, 104.08, 106.26, 40.05, 12.71826, 18.75] [ 132.2331535 135.7662648 192.54467036 393.08176101 1258.1540967 737.46312684] -0.043943 8.877477 0 77.026518 8274.385 20.855217
2018-01-31 ['MDGL', 'ANAB', 'OSTK', 'NKTR', 'VRS-202203', 'MYOK-202011'] [148.42, 105.39, 68.7, 83.61, 12.12917, 51.6] [126.04, 122.76, 60.4, 86.56, 13.24692, 58.2] [ 112.29394062 158.14277129 242.60067928 199.33819719 1374.0978704 322.99741602] 0.024759 9.285505 0 80.566827 8591.047 21.691619
2017-12-29 ['MDGL', 'ANAB', 'OSTK', 'VRS-202203', 'MYOK-202011', 'NKTR'] [91.79, 100.72, 63.9, 13.26958, 42.1, 59.72] [148.42, 105.39, 68.7, 12.12917, 51.6, 83.61] [ 181.57388241 165.4752449 260.82420449 1256.00559073 395.88281869 279.08015182] 0.213030 9.061156 0 78.620234 8160.882 20.555420
2017-11-30 ['WINSF', 'DVAX', 'SPPI', 'OSTK', 'VRS-202203', 'MDGL'] [205.01, 20., 19.6, 47.1, 8.632402, 50.34] [180., 18.7, 18.95, 63.9, 13.26958, 91.79] [ 81.29684731 833.33333333 850.34013605 353.85704176 1930.71020866 331.0819759 ] 0.249519 7.469853 0 64.813097 8080.122 20.342108
2017-10-31 ['WINSF', 'DVAX', 'ZGNX-202203', 'ABEO', 'PBYI', 'MDGL'] [205.01, 22., 37.5, 17.95, 127.3, 49.99] [205.01, 20., 38.85, 17.3, 105.9, 50.34] [ 81.29684731 757.57575758 444.44444444 928.50510678 130.92432574 333.40001334] -0.042038 5.978183 0 51.870435 7842.036 19.713249
2017-09-29 ['STRP-201802', 'DVAX', 'VERI', 'ABEO', 'MYOK-202011', 'ZGNX-202203'] [180.67, 21.5, 45.45, 17.05, 42.85, 35.05] [181.51, 22., 35.5, 17.95, 38.45, 37.5] [ 92.24922049 775.19379845 366.703337 977.51710655 388.95371451 475.51117451] -0.028502 6.240520 0 54.146636 7674.524 19.270798
2017-08-31 ['DYII-201910', 'STRP-201802', 'DVAX', 'MYOK-202011', 'WW', 'GIC'] [2.600000e-02, 1.785100e+02, 1.795000e+01, 4.335000e+01, 4.681000e+01, 1.444256e+01] [5.000000e-02, 1.806700e+02, 2.150000e+01, 4.285000e+01, 4.355000e+01, 1.561853e+01] [6.41025641e+05 9.33654510e+01 9.28505107e+02 3.84467512e+02 3.56049277e+02 1.15399671e+03] 0.188866 6.423608 0 55.735224 7491.815 18.788207
2017-07-31 ['STRP-201802', 'DVAX', 'ESPR', 'SBBP-202110', 'NVCR', 'AAOI'] [179.4, 15.85, 45.29, 7.95, 20.6, 97.49] [178.51, 17.95, 49.42, 6.7, 20.5, 59.12] [ 92.90226682 1051.52471083 367.9988224 2096.4360587 809.06148867 170.95770506] -0.056157 5.403139 0 46.881001 7477.408 18.750153
2017-06-30 ['PLSE', 'STRP-201802', 'CALA', 'OMNT-201904', 'ESPR', 'PIRS'] [34.53, 179.65, 14.85, 15.25, 46.28, 5.06] [19.43, 179.4, 15.3, 5.62, 45.29, 5.2] [ 482.67207259 92.77298451 1122.33445567 1092.89617486 360.12676462 3293.80764163] -0.172265 5.724619 0 49.670362 7339.031 18.384657
2017-05-31 ['STRP-201802', 'ESPR', 'AAOI', 'IMGN', 'AGFS', 'GSAT'] [178.9, 32.02, 69.82, 4.61, 7.03, 1.98] [179.65, 46.28, 61.79, 7.11, 7.18, 2.13] [ 93.16191541 520.50801582 238.7090614 3615.32899494 2370.79184448 8417.50841751] 0.162320 6.916003 0 60.007546 7273.393 18.211286
2017-04-28 ['STRP-201802', 'ESPR', 'CAI-202111', 'TRTN', 'VRAY', 'AAOI'] [128.86, 35.75, 19.84249, 23.25972, 6.9, 49.39] [178.9, 32.02, 18.52414, 21.6209, 6.55, 69.82] [ 129.33933468 466.2004662 839.94834654 716.54631555 2415.4589372 337.45022609] 0.085003 5.950168 0 51.627366 7199.711 18.016669
2017-03-31 ['WINSF', 'NETI', 'ESPR', 'AAOI', 'CC', 'TTPH-202007'] [144.99, 80.98186, 35.31, 56.15, 32.29264, 183.8] [45.84, 65.57771, 35.75, 49.39, 33.79404, 158.6] [114.95045635 205.80740757 472.0098178 296.82398338 516.1134756 90.67827349] -0.178767 5.484012 0 47.582706 7124.196 17.817211
2017-02-28 ['WINSF', 'ARRY-201907', 'CARA', 'ALT', 'AAOI', 'CC'] [279.12, 11.5, 16.03, 270., 45.92, 28.233] [144.99, 8.94, 18.39, 243.45, 56.15, 32.29264] [ 59.71147416 1449.27536232 1039.71719692 61.72839506 362.95005807 590.32574174] -0.047949 6.677776 0 57.940547 7119.353 17.804419
2017-01-31 ['WINSF', 'CLVS', 'CWEI-201704', 'ARRY-201907', 'CC', 'OCN'] [242.18, 64.8, 145.45, 10.87, 22.14135, 79.05] [279.12, 57.81, 135.35, 11.5, 28.233, 66.14999] [ 68.81933548 257.20164609 114.58691417 1533.27200245 752.73940689 210.83702298] 0.024186 7.014096 0 60.858667 6864.067 17.130129
2016-12-30 ['WINSF', 'CWEI-201704', 'CLVS', 'NL', 'OCN', 'CC'] [180., 119.26, 44.42, 7.466774, 80.85, 18.51258] [242.18, 145.45, 64.8, 5.497012, 79.05, 22.14135] [ 92.59259259 139.75068478 375.2063635 2232.11077055 206.14306329 900.28870458] 0.155633 6.848459 0 59.421496 6737.259 16.795190
2016-11-30 ['WINSF', 'CWEI-201704', 'TSRO-201901', 'CC', 'NAV-202106', 'EXEL'] [152.56, 112.7, 135.69, 20.71666, 30.76, 16.92] [180., 119.26, 134.48, 18.51258, 31.37, 14.91] [109.2466352 147.88524105 122.82899747 804.50548818 541.82921543 985.02758077] 0.003966 5.926152 0 51.418984 6608.310 16.454596
2016-10-31 ['TBRA-201610', 'CWEI-201704', 'CLSD', 'TSRO-201901', 'SRPT', 'WINSF'] [42.09, 87.31, 21.63, 120.88, 39.24, 29.5] [42.09, 112.7, 14.64, 135.69, 34.26, 152.56] [395.97687495 190.89069599 770.53475112 137.87778513 424.73666327 564.97175141] 0.689129 5.902739 0 51.215838 6324.051 15.703780
2016-09-30 ['CWEI-201704', 'TBRA-201610', 'EZPW', 'FMSA-201805', 'ACIA-202102', 'EXEL'] [85.44, 39.74, 11.06, 8.48, 103.28, 12.79] [87.31, 42.09, 9.75, 8.59, 69.69, 10.59] [ 195.06866417 419.39271934 1506.93188668 1965.40880503 161.37361219 1303.10138129] -0.086949 3.494546 0 30.320860 6465.119 16.076384
2016-08-31 ['CWEI-201704', 'SM', 'FMSA-201805', 'EXAS', 'ACIA-202102', 'MR-202011'] [63.11, 36.63673, 7.43, 18.47, 111.65, 51.15] [85.44, 37.31376, 8.48, 18.57, 103.28, 49.35] [ 264.0891565 454.91687349 2243.15836698 902.36419419 149.27601134 325.83903552] 0.068147 3.827329 0 33.208286 6454.972 16.049583
2016-07-29 ['CDE', 'CLF', 'RYI', 'GORO', 'X', 'HL'] [15.32, 7.490211, 14.29227, 5.327862, 26.36301, 6.350663] [12.74, 5.397497, 11.96632, 4.949934, 18.67829, 5.462121] [1087.90252393 2225.12645727 1166.13152891 3128.20915156 632.19892822 2624.39790407] -0.185481 3.583148 0 31.089620 6438.548 16.006202
2016-06-30 ['CPXX-201607', 'CDE', 'RYI', 'CLF', 'FMSA-201805', 'AMIC-201608'] [30.18, 10.66, 17.32097, 5.36909, 7.71, 24.53] [30.24, 15.32, 14.29227, 7.490211, 6.85, 24.7] [ 552.24210294 1563.47717323 962.22478687 3104.18835718 2161.6947687 679.44014132] 0.092455 4.399097 0 38.169301 6192.775 15.357039
2016-05-31 ['CDE', 'RYI', 'STRP-201802', 'AVXS-201805', 'ZEUS', 'HL'] [7.53, 13.78749, 32.01, 42.98, 23.04132, 3.972834] [10.66, 17.32097, 27.67, 38.02, 26.53979, 4.990506] [2213.36874723 1208.82529501 520.67062376 387.77726074 723.33818838 4195.15808279] 0.138160 4.026801 0 34.939029 6180.068 15.323476
2016-04-29 ['CDE', 'CENX', 'ZEUS', 'CNX', 'SIEN', 'FIVN'] [8.1, 8.82, 21.96355, 12.55287, 8.12, 9.25] [7.53, 6.46, 23.04132, 12.81144, 5.82, 10.19] [2057.61316872 1889.64474679 758.8330059 1327.71761889 2052.54515599 1801.8018018 ] -0.074984 3.537992 0 30.697821 6071.448 15.036577
2016-03-31 ['FPRX-202104', 'FIVN', 'OCLR-201812', 'PACB', 'WW', 'IMUX'] [40.63, 8.89, 5.4, 8.5, 14.53, 362.8] [47.59, 9.25, 5.05, 9.65, 12.95, 342.8] [ 410.20592337 1874.76565429 3086.41975309 1960.78431373 1147.05207616 45.93899302] 0.019735 3.824790 0 33.186262 6034.051 14.937800
2016-02-29 ['IMUX', 'TIVO-202005', 'FIVN', 'CRAY-201909', 'WW', 'HA'] [332., 19.83437, 8.05, 42.41, 11.77, 41.45025] [362.8, 17.8579, 8.89, 41.91, 14.53, 45.46809] [ 50.20080321 840.2922133 2070.39337474 392.9890749 1416.02945341 402.0884474 ] 0.069518 3.750769 0 32.544012 5637.161 13.889490
2016-01-29 ['WW', 'XCOOQ-201907', 'ACRS', 'OCAT-201602', 'PACB', 'VIA'] [12.69, 17.85, 22.23, 8.44, 10.69, 8.979353] [11.77, 15.75, 18.34, 8.47, 8.29, 8.158466] [1313.3701077 933.70681606 749.73759184 1974.7235387 1559.08949174 1856.10997437] -0.112918 3.506973 SELL 30.428678 5638.977 13.894287
2015-12-31 ['WW', 'ACRS', 'PACB', 'FIZZ', 'NTLS-201605', 'DERM-202002'] [22.8, 26.94, 13.13, 18.61841, 9.14, 34.61] [12.69, 22.23, 10.69, 16.93849, 9.25, 28.] [ 730.99415205 618.65874783 1269.357705 895.17132057 1823.4865062 481.55639025] -0.178878 3.953380 SELL 30.428678 5976.185 14.784958
2015-11-30 ['WW', 'LOXO-201902', 'AERI', 'FIZZ', 'DERM-202002', 'ITCI'] [26.38, 32.93, 27.44, 17.80304, 30.81, 53.33] [22.8, 28.45, 24.35, 18.61841, 34.61, 53.79] [631.79176144 506.12410163 607.38581147 936.16970285 540.94990804 312.51953247] -0.034434 4.814607 0 30.428678 6101.419 15.115740
2015-10-30 ['HRTX', 'AERI', 'EXEL', 'ITCI', 'NHTC', 'TREE'] [27.42, 22.81, 6.02, 47.85, 27.9812, 121.36] [29.95, 27.44, 5.72, 53.33, 27.51408, 101.88] [ 607.8288354 730.67368113 2768.54928018 348.31069314 595.63802363 137.33245441] 0.030455 4.986304 0 31.513818 6067.782 15.026894
2015-09-30 ['SRPT', 'EXEL', 'ANAC-201606', 'STRP-201802', 'BLDR', 'NTLS-201605'] [32.11, 5.61, 117.71, 40.41, 12.68, 9.03] [24.06, 6.02, 112.41, 31., 11.82, 9.19] [ 519.04910205 2970.88532383 141.59091553 412.43916522 1314.40588854 1845.69952012] -0.084268 4.838933 SELL 30.582420 5623.601 13.853674
2015-08-31 ['ANAC-201606', 'HRTX', 'SRPT', 'BLDR', 'HILL-201510', 'SGYPQ-201905'] [130.41, 38.46, 35.7, 14.81, 9.67, 7.] [117.71, 24.4, 32.11, 12.68, 9.73, 5.3] [ 127.80206017 433.35066736 466.85340803 1125.36574387 1723.54360565 2380.95238095] -0.157332 5.284226 SELL 30.582420 5792.390 14.299498
2015-07-31 ['EGRX', 'ANTH', 'HRTX', 'ANAC-201606', 'ADPTQ-201709', 'SGYPQ-201905'] [96.62, 87.28, 32.34, 149.19, 109.89, 9.12] [78.55, 54.64, 38.46, 130.41, 99.64, 7.] [ 172.49706755 190.9563092 515.35765821 111.7143687 151.66681833 1827.48538012] -0.137227 6.270831 0 30.582420 6164.540 15.282462
2015-06-30 ['ANTH', 'EGRX', 'NHTC', 'HRTX', 'IMH', 'NVIV'] [6.896000e+01, 8.086000e+01, 2.351897e+01, 3.116000e+01, 1.914000e+01, 3.028125e+05] [8.728000e+01, 9.662000e+01, 1.718825e+01, 3.234000e+01, 2.187000e+01, 2.728125e+05] [2.41686002e+02 2.06117569e+02 7.08647814e+02 5.34873770e+02 8.70776733e+02 5.50395597e-02] 0.045470 7.268228 0 35.446658 6063.130 15.014606
2015-05-29 ['BLUE', 'ESPR', 'TVTX', 'AGEN', 'GEVA-201506', 'ALDR-201910'] [125.7471, 107.51, 31.64, 8.18, 213.41, 42.52] [108.9938, 81.76, 33.15, 8.63, 238.6, 52.97] [ 132.54116132 155.02433882 526.75937632 2037.48981255 78.09693391 391.97240514] 0.015633 6.952113 0 33.904986 6166.300 15.287110
2015-04-30 ['ASPX-201505', 'ESPR', 'BLUE', 'TCRT', 'MLNTQ-202004', 'MFLX-201607'] [100.89, 95.13, 86.22013, 8.81, 787.25, 23.38] [100.96, 107.51, 125.7471, 9.48, 917.75, 25.06] [ 165.19641854 175.1988507 193.30365968 1891.78963299 21.17074203 712.8599943 ] 0.150491 6.845105 0 33.383118 6082.170 15.064897
2015-03-31 ['TCRT', 'ASPX-201505', 'ATRA', 'ESPR', 'BLUE', 'MLNTQ-202004'] [10.77, 100.27, 41.57, 92.6, 78.18008, 857.7501] [8.81, 100.89, 41.45, 95.13, 86.22013, 787.25] [1547.5085113 166.2178784 400.93015797 179.98560115 213.18303418 19.43067878] -0.021787 5.949724 0 29.016404 6054.780 14.992552
2015-02-27 ['ESPR', 'TCRT', 'TPST', 'MLNTQ-202004', 'RDUS', 'TTPH-202007'] [62.45, 11.26, 10239.75, 828., 42.65, 789.2] [92.6, 10.77, 7814.25, 857.7501, 41.16, 732.8] [ 266.8801708 1480.16577857 1.6276439 20.12882448 390.77764752 21.11843217] 0.021988 6.082236 0 29.662656 6116.970 15.156815
2015-01-30 ['RDUS', 'TPST', 'TTPH-202007', 'ASPX-201505', 'ESPR', 'MLNTQ-202004'] [48.19, 9778.5, 727.2, 61.45, 45.9, 693.5] [42.65, 10239.75, 789.2, 67.24, 62.45, 828.] [345.85321989 1.70441956 22.91895856 271.22321671 363.10820625 24.03268445] 0.111033 5.951377 0 29.024466 5782.180 14.272530
2014-12-31 ['TPST', 'AVNR-201501', 'RDUS', 'TTPH-202007', 'RCPT-201508', 'PBYI'] [9949.5, 16.95, 38.91, 794.2, 122.51, 189.27] [9778.5, 16.96, 48.19, 727.2, 110.17, 211.08] [ 1.67512605 983.28416912 428.33890174 20.98547805 136.04331619 88.05762491] 0.025341 5.356614 0 26.123848 5947.710 14.709746
2014-11-28 ['ACHN-202001', 'RCPT-201508', 'TPST', 'RDUS', 'PBYI', 'AGIO'] [12.87, 135.3, 5683.5, 24.7, 227.02, 100.81] [12.25, 122.51, 9949.5, 38.91, 189.27, 112.04] [1295.001295 123.18305001 2.93246532 674.76383266 73.41497078 165.3275138 ] 0.188051 5.224227 0 25.478204 5947.780 14.709931
2014-10-31 ['ACHN-202001', 'PBYI', 'RCPT-201508', 'RGLS', 'GTIV-201502', 'AVNR-201501'] [11.75, 250.6, 103.65, 239.52, 19.7, 12.94] [12.87, 227.02, 135.3, 224.88, 19.41, 14.92] [1418.43971631 66.50704975 160.79755588 69.58361167 846.02368866 1287.99587841] 0.063958 4.397309 0 21.445380 5807.050 14.338220
2014-09-30 ['AVNR-201501', 'ACHN-202001', 'GPRO', 'RDUS', 'OSPN', 'RDNT'] [11.92, 9.98, 93.7, 21., 18.78, 6.62] [12.94, 11.75, 77.1, 18.41, 25.32, 9.3] [1398.21029083 1670.00668003 177.87264319 793.65079365 887.46893859 2517.62336354] 0.119251 4.132971 0 20.156221 5651.560 13.927522
2014-08-29 ['RDNT', 'ACHN-202001', 'VTNR', 'ITMN-201409', 'PTXTQ-201906', 'SQBGQ-202203'] [6.68, 11.57, 9.33, 73.45, 86.89999, 534.] [6.62, 9.98, 6.96, 73.89, 76.8, 500.] [2495.00998004 1440.50705848 1786.35226867 226.91173134 191.7913531 31.21098627] -0.095722 3.692621 0 18.008665 5771.870 14.245298
2014-07-31 ['IDIX-201408', 'ITMN-201409', 'PTXTQ-201906', 'RDNT', 'ALTO', 'VTNR'] [24.42, 43.87, 75.10001, 5.11, 17.84, 8.22] [24.5, 73.45, 86.89999, 6.68, 23.11, 9.33] [ 682.5006825 379.91034116 221.92629091 3261.57860404 934.23019432 2027.57502028] 0.262058 4.083501 0 19.914962 5539.460 13.631432
2014-06-30 ['IDIX-201408', 'RDNT', 'PTXTQ-201906', 'ICPT', 'PLUG', 'ALTO'] [24.1, 6.63, 89.8, 236.63, 4.68, 15.29] [24.42, 5.11, 75.10001, 232.36, 5.42, 17.84] [ 691.56293223 2513.82604324 185.59762435 70.43344744 3561.25356125 1090.03706126] -0.012138 3.235591 0 15.779758 5650.940 13.925885
2014-05-30 ['ICPT', 'ITMN-201409', 'PTXTQ-201906', 'YELL', 'ALIM', 'FURX-201407'] [236.61, 39.62, 71.1, 22.39, 89.55, 103.36] [236.63, 44.15, 89.8, 28.11, 89.7, 106.18] [ 70.43940098 420.66296483 234.41162682 744.37993152 186.11576401 161.24871001] 0.110310 3.275348 0 15.973650 5512.670 13.560671
2014-04-30 ['ICPT', 'HZNP', 'ARIA-201702', 'ALIM', 'FURX-201407', 'CORT'] [264.12, 14.18, 7.27, 91.2, 103.37, 4.42] [236.61, 14.19, 6.46, 89.55, 103.36, 2.26] [ 63.10263012 1175.36436295 2292.52636405 182.74853801 161.23311083 3770.73906486] -0.120291 2.949940 0 14.386658 5394.950 13.249736
2014-03-31 ['ICPT', 'HZNP', 'TVTX', 'WWE', 'CORT', 'PRDO'] [329.79, 15.12, 21.2, 25.06892, 4.36, 7.46] [264.12, 14.18, 14.29, 16.92673, 4.42, 7.22] [ 50.53721055 1102.29276896 786.16352201 664.8338527 3822.62996942 2234.13762288] -0.155074 3.353313 0 16.353881 5388.410 13.232462
2014-02-28 ['ICPT', 'HZNP', 'CTIC', 'GERN', 'TXMD', 'LCI'] [410.5, 12.22, 38.5, 4.492776, 6.87, 42.89] [329.79, 15.12, 34., 1.974743, 6.31, 35.72] [ 40.60089322 1363.88434261 432.9004329 3709.65894286 2426.00679282 388.59096915] -0.147555 3.968763 0 19.355392 5359.960 13.157316
2014-01-31 ['ICPT', 'HZNP', 'GERN', 'INSYQ-202002', 'ZLTQ-201704', 'ZGNX-202203'] [300.88, 9.86, 4.743162, 19.61, 20.49, 35.44] [410.5, 12.22, 4.492776, 22.42667, 18.99, 34.8] [ 55.39306922 1690.33130494 3513.83036604 849.90651028 813.40491297 470.27840482] 0.100544 4.655741 0 22.705734 5117.220 12.516165
2013-12-31 ['GERN', 'HZNP', 'ANAC-201606', 'ZLTQ-201704', 'RMTI', 'INSYQ-202002'] [4.478603, 7.62, 16.78, 18.91, 10.44, 12.90333] [4.743162, 9.86, 19.04, 20.49, 10.26, 19.61] [3721.39854027 2187.22659668 993.24592769 881.36788295 1596.42401022 1291.65623654] 0.178966 4.230400 0 20.631377 5284.170 12.957132
2013-11-29 ['GERN', 'INSYQ-202002', 'RMTI', 'ZLTQ-201704', 'HZNP', 'LEAP-201403'] [5.07386, 14.7, 14.63, 17.54, 7.22, 16.61] [4.478603, 12.90333, 10.44, 18.91, 7.62, 17.4] [3284.81011827 1133.78684807 1139.21166553 950.20904599 2308.40258541 1003.41159944] -0.057478 3.588230 0 17.499557 5148.340 12.598362
2013-10-31 ['IQNT-201702', 'ZLC-201405', 'GERN', 'DYAX-201601', 'TSLA', 'ZLTQ-201704'] [11.6249, 15.63, 3.732169, 8.22, 31.988, 12.97] [10.51366, 14.75, 5.07386, 8.5, 25.456, 17.54] [1433.70408921 1066.32544253 4465.67844775 2027.57502028 521.0287191 1285.01670522] 0.064969 3.807052 0 18.566736 5003.140 12.214844
2013-09-30 ['TSLA', 'STML-202006', 'ZLC-201405', 'IQNT-201702', 'AIQ-201708', 'ACAD'] [38.674, 45.3, 15.2, 8.762897, 27.69, 27.47] [31.988, 27.83, 15.63, 11.6249, 25.21, 22.73] [ 430.95275034 367.91758646 1096.49122807 1901.95852658 601.90201035 606.72248514] -0.077625 3.574801 0 17.434064 4799.280 11.676387
2013-08-30 ['TSLA', 'AIQ-201708', 'CLVS', 'AFOP-201606', 'ACAD', 'PRTA'] [33.8, 24.3, 64.5, 18.11674, 19.96, 20.04] [38.674, 27.69, 60.8, 20.02969, 27.47, 20.23] [493.09664694 685.87105624 258.39793282 919.95947762 835.00334001 831.66999335] 0.119611 3.875650 0 18.901285 4627.260 11.222029
2013-07-31 ['YELL', 'CLVS', 'IQNT-201702', 'TSLA', 'CHTP-201406', 'SPWR'] [32.26, 77.88, 7.511074, 26.856, 2.96, 18.10344] [17.02, 64.5, 7.204866, 33.8, 2.97, 14.07027] [ 516.63566853 214.00445129 2218.94587467 620.59378413 5630.63063063 920.6353415 ] -0.107637 3.461604 0 16.882009 4760.140 11.573006
2013-06-28 ['CLVS', 'EVC', 'SPWR', 'NXST', 'TSLA', 'OWW-201509'] [66.98, 4.566628, 13.55303, 30.11674, 21.472, 8.03] [77.88, 4.22506, 18.10344, 30.60935, 26.856, 9.21] [ 248.83049667 3649.66593878 1229.73731089 553.40208358 776.20466965 2075.55002076] 0.139623 3.879145 0 18.918328 4512.800 10.919704
2013-05-31 ['SPWR', 'MTG', 'EVC', 'AEGR-201611', 'OWW-201509', 'NXST'] [12.64295, 5.826048, 3.437966, 72.83, 7.55, 23.78085] [13.55303, 5.722348, 4.566628, 63.34, 8.03, 30.11674] [1318.25773784 2860.71564578 4847.82765934 228.84342533 2207.50551876 700.84402646] 0.097030 3.403884 0 16.600515 4572.100 11.076334
2013-04-30 ['KERX-201812', 'SPWR', 'MTG', 'EVC', 'ASTX-201310', 'CZR-202007'] [8.15, 8.897858, 5.090722, 2.866209, 6.88, 15.91] [8.01, 12.64295, 5.826048, 3.437966, 4.85, 14.49] [2044.98977505 1873.1099852 3273.92984073 5814.88184102 2422.48062016 1047.55918709] 0.060556 3.102819 0 15.132238 4466.730 10.798019
2013-03-29 ['NFLX', 'MTG', 'AEGR-201611', 'EVC', 'SPWR', 'KERX-201812'] [27.03997, 4.666494, 40.34, 2.368706, 7.55565, 7.05] [30.86711, 5.090722, 42.04, 2.866209, 8.897858, 8.15] [ 616.37149252 3571.56071918 413.15485044 7036.19050514 2205.85477976 2364.06619385] 0.136382 2.925653 0 14.268211 4394.790 10.608003
2013-02-28 ['KERX-201812', 'NFLX', 'LIN-201412', 'ODP', 'RDN', 'SPWR'] [6.43, 26.86855, 11.37, 35.32458, 8.247457, 7.68987] [7.05, 27.03997, 10.99, 34.44804, 10.02614, 7.55565] [2592.01658891 620.3039117 1465.84579302 471.8149987 2020.82492418 2167.35350099] 0.040463 2.574533 0 12.555826 4229.070 10.170285
2013-01-31 ['KERX-201812', 'LIN-201412', 'NFLX', 'CLWR-201307', 'GMCR-201603', 'HOV'] [9.08, 10.67, 23.60569, 3.18, 44.34038, 142.75] [6.43, 11.37, 26.86855, 3.13, 46.50237, 146.25] [1835.53597651 1562.01187129 706.04446075 5241.09014675 375.88010447 116.75423234] -0.005078 2.474411 0 12.067537 4173.760 10.024194
2012-12-31 ['INFI', 'CLWR-201307', 'LIN-201412', 'HOV', 'ALJ-201706', 'CONN'] [35., 2.89, 7.53, 175., 15.03967, 30.66] [34.45, 3.18, 10.67, 142.75, 16.31168, 28.44] [ 476.19047619 5767.01268743 2213.36874723 95.23809524 1108.1803435 543.59643401] 0.054919 2.487040 0 12.129129 3956.650 9.450740
2012-11-30 ['HOV', 'SHF-201212', 'SRZ-201301', 'SEH-201303', 'OSTK', 'BONTQ'] [130.5, 41.99, 14.44, 8.88, 15.17, 11.03082] [175., 42., 14.38, 9.07, 14.31, 11.36956] [ 127.71392082 396.91990156 1154.20129271 1876.87687688 1098.65963525 1510.91819708] 0.055416 2.357565 0 11.497686 3908.750 9.324221
2012-10-31 ['RPRX-201801', 'ARNA-202203', 'OCN', 'NSM-201807', 'OSTK', 'DHCPQ-201909'] [14.49, 79.1, 578.55, 36.13, 15.1, 849.5032] [15.01, 88.6, 537.9, 30.62, 15.17, 743.1614] [1150.21854152 210.70375053 28.80765131 461.29716764 1103.75275938 19.61931005] -0.031221 2.233779 0 10.893990 3878.720 9.244902
2012-09-28 ['RPRX-201801', 'ARNA-202203', 'BDSI-202203', 'XNPT-201607', 'AUTH-201210', 'ELLI-201904'] [15.23, 83.2, 6.32, 11.45, 8.02, 27.23] [14.49, 79.1, 5.1, 8.23, 8.01, 25.] [1094.33136354 200.32051282 2637.13080169 1455.60407569 2078.13798836 612.07002081] -0.109212 2.305767 0 11.245069 3946.790 9.424696
2012-08-31 ['ARNA-202203', 'ELLI-201904', 'RPRX-201801', 'PRKR', 'ECYT-201812', 'PCYC-201505'] [90.4, 25.77, 12.67, 23., 9.59, 66.92] [83.2, 27.23, 15.23, 23.5, 9.97, 64.5] [ 184.36578171 646.74686328 1315.44330439 724.63768116 1737.92144595 249.05359633] 0.034044 2.588456 0 12.623726 3845.800 9.157950
2012-07-31 ['MTEM', 'ARNA-202203', 'ELLI-201904', 'PRKR', 'PCYC-201505', 'INFI'] [76.34, 83.6, 20.5, 25.1, 53.21, 17.46] [96.91, 90.4, 25.77, 23., 66.92, 18.16] [218.32154397 199.36204147 813.00813008 664.01062417 313.22433127 954.56281023] 0.136992 2.503237 0 12.208117 3752.150 8.910592
2012-06-29 ['MTEM', 'BDSI-202203', 'ARNA-202203', 'PCYC-201505', 'OREXQ-201905', 'ELLI-201904'] [81.4, 4.48, 99.8, 54.61, 55.4, 18.] [76.34, 4.74, 83.6, 53.21, 49.3, 20.5] [ 204.75020475 3720.23809524 167.000668 305.19440884 300.8423586 925.92592593] -0.027218 2.201631 0 10.737209 3715.350 8.813391
2012-05-31 ['ARNA-202203', 'ELLI-201904', 'LCC-201312', 'CPWM-201206', 'AFFY', 'BLDR'] [66.9, 16.25, 13.22, 22.1, 8.484, 3.96] [99.8, 18., 13.33, 22., 7.728, 4.74] [ 249.12805182 1025.64102564 1260.71608674 754.14781297 1964.4821625 4208.75420875] 0.118521 2.263232 0 11.037629 3575.330 8.443555
2012-04-30 ['MDVN-201609', 'EVRI', 'SWBI', 'SUNH-201212', 'POZN-201602', 'CIEIQ-201804'] [20.22, 8.45, 6.182969, 7.23, 5.452228, 401.4] [21.0575, 7.05, 5.051298, 4.85, 5.673264, 339.75] [ 824.2664029 1972.38658777 2695.57661807 2305.20977409 3056.85431106 41.52134197] -0.124920 2.023414 0 9.868054 3810.910 9.065795
2012-03-30 ['MDVN-201609', 'CIEIQ-201804', 'BLDR', 'RRR-201204', 'SWBI', 'EVRI'] [18.68, 450.45, 4.23, 22.59, 5.808244, 7.8] [20.22, 401.4, 4.17, 23.72, 6.182969, 8.45] [ 892.21984297 37.000037 3940.11032309 737.78958241 2869.48459236 2136.75213675] 0.026206 2.312263 0 11.276750 3836.070 9.132250
2012-02-29 ['MDVN-201609', 'CIEIQ-201804', 'RRR-201204', 'OREXQ-201905', 'VVUSQ-202012', 'PRTK'] [16.3775, 450.9, 22.27, 39.15, 225., 35.56662] [18.68, 450.45, 22.59, 41., 223.6, 44.80968] [1017.65633745 36.96311082 748.39095944 425.71306939 74.07407407 468.60417624] 0.075812 2.253215 0 10.988776 3721.283 8.829062
2012-01-31 ['INHX-201202', 'MDVN-201609', 'STAA', 'IDIX-201408', 'PRTK', 'MITI-201203'] [25.52, 13.8525, 10.89, 13.39, 34.16099, 10.93] [26., 16.3775, 10.43, 11.78, 35.56662, 10.99] [ 653.08254963 1203.15225892 1530.45607591 1244.70998257 487.88593851 1524.85513876] 0.014207 2.094431 0 10.214401 3570.250 8.430137
2011-12-30 ['INHX-201202', 'VRUS-201201', 'MDVN-201609', 'STAA', 'STMP-202110', 'HGIC-201204'] [10.94, 128.2, 11.5275, 10.49, 26.13, 56.57] [25.52, 136.97, 13.8525, 10.89, 31.01, 56.52] [1523.46130408 130.00520021 1445.81797152 1588.8147442 637.83645873 294.62023452] 0.304472 2.065092 0 10.071316 3398.740 7.977126
2011-11-30 ['INHX-201202', 'VRUS-201201', 'STMP-202110', 'PCYC-201505', 'QCOR-201408', 'MDVN-201609'] [14.6, 130.99, 27.37, 15.23, 42.92024, 11.4875] [10.94, 128.2, 26.13, 14.82, 39.70242, 11.5275] [1141.55251142 127.23617579 608.93922787 1094.33136354 388.31718245 1450.85237577] -0.069283 1.583087 SELL 7.720609 3371.032 7.903941
2011-10-31 ['STMP-202110', 'PCYC-201505', 'QCOR-201408', 'NATR', 'HGIC-201204', 'PSMT'] [32.56, 13.17, 38.77621, 11.95702, 58.76, 69.26776] [27.37, 15.23, 42.92024, 12.16365, 58.97, 61.80717] [ 511.87551188 1265.50240445 429.81680434 1393.8813071 283.63966417 240.61217898] 0.002839 1.700933 0 7.720609 3380.168 7.928072
2011-09-30 ['AMPE', 'VRUS-201201', 'PCYC-201505', 'QCOR-201408', 'HGIC-201204', 'LQDT'] [5.243656, 82.37, 11.83, 26.02905, 58.86, 32.07] [5.606375, 70.4, 13.17, 38.77621, 58.76, 32.56] [3178.44394573 202.33903929 1408.84756269 640.31021749 283.15777551 519.69649725] 0.090072 1.696117 SELL 7.698748 3031.289 7.006574
2011-08-31 ['VRUS-201201', 'GMCR-201603', 'QCOR-201408', 'CASC-201803', 'PCYC-201505', 'NATR'] [65.765, 102.0033, 28.69306, 43.08, 11.52, 11.8537] [82.37, 90.51164, 26.02905, 35.88, 11.83, 9.69786] [ 253.4276084 163.39340655 580.86055188 386.87712782 1446.75925926 1406.03074708] -0.045851 1.555968 SELL 7.698748 3286.291 7.680114
2011-07-29 ['GMCR-201603', 'HNSN-201607', 'CASC-201803', 'GLBC-201110', 'RCPIQ', 'VRUS-201201'] [101.234, 45.8, 48.06, 34.43, 101.5, 60.69] [102.0033, 37.7, 43.08, 28.45, 58.75, 65.765] [164.6350699 363.90101892 346.7887363 484.0739665 164.20361248 274.61965178] -0.130687 1.630739 SELL 7.698748 3496.036 8.234115
2011-06-30 ['AMPE', 'BIOL', 'GLBC-201110', 'CASC-201803', 'GMCR-201603', 'VRUS-201201'] [6.142568, 603.9943, 38.38, 55.14, 86.92779, 56.1] [4.983444, 404.2297, 34.43, 48.06, 101.234, 60.69] [2713.30600926 27.59407939 434.25395171 302.26091162 191.73001714 297.08853238] -0.084061 1.875895 0 7.698748 3577.971 8.450531
2011-05-31 ['ITMN-201409', 'MAKO-201312', 'RCPIQ', 'SRZ-201301', 'IPGP', 'GLBC-201110'] [37.2, 32.92, 130.25, 9.94, 74.38771, 34.84] [35.85, 29.73, 112.5, 9.53, 71.97246, 38.38] [ 448.02867384 506.27784528 127.9590531 1676.72702884 224.05134755 478.37734405] -0.040263 2.048057 0 8.405309 3643.403 8.623357
2011-04-29 ['ITMN-201409', 'GENN', 'IPGP', 'SRZ-201301', 'JAZZ', 'CRIS'] [44.64, 12.12, 68.75542, 10.38, 31.91, 20.8] [37.2, 11.34, 74.38771, 9.94, 29.29, 18.8] [ 373.3572282 1375.13751375 242.40513209 1605.65189467 522.30230858 801.28205128] -0.061626 2.133977 0 8.757927 3685.454 8.734427
2011-03-31 ['LNG', 'GENN', 'SRZ-201301', 'ITMN-201409', 'WNR-201706', 'DDD'] [9.254177, 14.39, 11.93, 47.19, 12.49939, 16.17667] [9.025556, 12.12, 10.38, 44.64, 12.50677, 13.90667] [1800.98853379 1158.2117211 1397.03827885 353.18217136 1333.39840318 1030.29032963] -0.084358 2.274121 0 9.333086 3578.929 8.453061
2011-02-28 ['SRZ-201301', 'LNG', 'EXEL', 'GENN', 'DDD', 'IO'] [11.39, 10.31776, 12.45, 13.71, 16.31667, 192.3] [11.93, 9.254177, 11.33, 14.39, 16.17667, 190.35] [1463.27187591 1615.33769604 1338.68808568 1215.6576708 1021.45025098 86.67013347] -0.019126 2.483636 0 10.192945 3562.858 8.410613
2011-01-31 ['GENN', 'AREXQ-202012', 'ITMN-201409', 'TZOO', 'ASRT', 'ALY-201102'] [10.74, 26.67, 37.37, 47., 33.52, 7.58] [13.71, 32.55, 36.61, 39.45, 33.56, 6.55] [1551.83116077 624.92188476 445.990545 354.60992908 497.21559268 2198.76868953] 0.030224 2.532064 0 10.391693 3437.698 8.080026
2010-12-31 ['ITMN-201409', 'ALY-201102', 'AREXQ-202012', 'TZOO', 'MIPS-201302', 'CYPB-201101'] [36.4, 7.09, 23.1, 41.38, 15.17, 6.48] [37.37, 7.58, 26.67, 47., 12.42, 6.5] [ 457.87545788 2350.72872591 721.5007215 402.77106493 1098.65963525 2572.01646091] 0.034655 2.457780 0 10.086831 3364.218 7.885943
2010-11-30 ['MIPS-201302', 'UEC', 'TZOO', 'RES', 'AREXQ-202012', 'RVBD-201504'] [13.59, 7., 42.99, 10.9008, 18.27, 33.926] [15.17, 6.04, 41.38, 10.11208, 23.1, 35.17] [1226.39195487 2380.95238095 387.68705901 1528.939772 912.24229155 491.26530291] 0.028392 2.375460 0 9.748985 3150.639 7.321815
2010-10-29 ['VHC', 'MIPS-201302', 'KEI-201012', 'NBIX', 'ISLN-201012', 'HWK-201012'] [15.91131, 14.7, 21.58, 8.14, 28.47, 49.83] [11.9056, 13.59, 21.57, 7.28, 33.75, 49.97] [1047.47294011 1133.78684807 772.32004943 2047.5020475 585.41154432 334.47053315] -0.040852 2.309878 0 9.479836 3132.555 7.274049
2010-09-30 ['VHC', 'KEI-201012', 'IDT', 'AKRXQ-202010', 'ISLN-201012', 'NBIX'] [12.59181, 21.51, 3.741463, 4.04, 22.28, 6.06] [15.91131, 21.58, 3.08739, 4.47, 28.47, 8.14] [1323.61167034 774.83341082 4454.58545672 4125.41254125 748.05505685 2750.2750275 ] 0.136593 2.408260 0 9.883596 3014.748 6.962884
2010-08-31 ['IDT', 'AERG', 'ISLN-201012', 'PWER-201307', 'UNCA-201010', 'ABII-201010'] [3.049534, 1.14, 19.95, 10.16, 21.11, 73.34] [3.741463, 1.12, 22.28, 9.09, 20.98, 77.34] [ 5465.31590291 14619.88304094 835.42188805 1640.41994751 789.51523764 227.25206799] 0.044869 2.118841 SELL 8.695809 2754.661 6.275914
2010-07-30 ['IDT', 'PWER-201307', 'AERG', 'RCPIQ', 'CRUS', 'ISLN-201012'] [3.894991, 12.43, 1.28, 53.5, 19.5, 17.54] [3.049534, 10.16, 1.14, 37.25, 15.1, 19.95] [ 4279.00004561 1340.84204881 13020.83333333 311.52647975 854.7008547 950.20904599] -0.150173 2.027854 0 8.695809 2890.736 6.635330
2010-06-30 ['CPE', 'WNC', 'GRNB-201209', 'SOMX-201303', 'AERG', 'MHRCQ-201605'] [63., 6.367614, 12.77, 28.8, 1.03, 4.36] [57.7, 7.496052, 10.03, 29.52, 1.28, 4.56] [ 264.55026455 2617.41158724 1305.14226051 578.7037037 16181.22977346 3822.62996942] 0.032019 2.386196 SELL 10.232449 2703.082 6.139678
2010-05-31 ['DCTH', 'CPF', 'BEE-201512', 'PACR-201403', 'APKT-201303', 'RUTH'] [4.873344e+11, 3.689887e+01, 4.900000e+00, 8.140000e+00, 2.931000e+01, 4.252183e+00] [1.988224e+11, 2.296610e+01, 4.390000e+00, 6.990000e+00, 2.688000e+01, 3.672340e+00] [3.41996515e-08 4.51685015e+02 3.40136054e+03 2.04750205e+03 5.68634141e+02 3.91955536e+03] -0.239041 2.312164 0 10.232449 2867.955 6.575158
2010-04-30 ['BEE-201512', 'ITMN-201409', 'UAL', 'DCTH', 'STAR', 'VHI'] [6.420000e+00, 4.251000e+01, 2.159750e+01, 4.801216e+11, 5.973722e+00, 8.818221e+01] [4.900000e+00, 9.040000e+00, 2.001000e+01, 4.873344e+11, 5.403948e+00, 5.527564e+01] [2.59605400e+03 3.92064612e+02 7.71694255e+02 3.47134282e-08 2.78999703e+03 1.89002597e+02] -0.258522 3.038485 0 13.446775 3113.948 7.224902
2010-03-31 ['REV', 'ITMN-201409', 'RCPIQ', 'CITP-201004', 'CAAS', 'CLF'] [14.85, 44.57, 63.75, 17.48, 22.63646, 59.29663] [17.52, 42.51, 46., 17.73, 21.79371, 52.2596] [1122.33445567 373.9436093 261.4379085 953.4706331 736.27531278 281.07274674] -0.047743 4.097875 0 18.135092 3048.166 7.051152
2010-02-26 ['REV', 'PWER-201307', 'UAL', 'BEXP-201112', 'CAAS', 'PIRRQ-202010'] [14.99, 3.78, 17.15, 16.42, 19.78485, 102.1985] [14.85, 4.18, 19.5525, 15.95, 22.63646, 106.5473] [1111.85234601 4409.17107584 971.81729835 1015.02233049 842.39540187 163.08132376] 0.065771 4.303327 0 19.044317 2867.441 6.573801
2010-01-29 ['AXL', 'UAL', 'DAN', 'QMCO', 'SBGI', 'BEXP-201112'] [9.35, 12.23, 8.905171, 20.48, 3.142918, 13.04] [9.81, 17.15, 9.820736, 19.84, 3.124247, 16.42] [1782.5311943 1362.76914691 1871.5717718 813.80208333 5302.92761907 1278.11860941] 0.129385 4.037759 0 17.869046 2773.417 6.325454
2009-12-31 ['HGSI-201208', 'DAN', 'TGNA', 'RVI-201105', 'UAL', 'BEXP-201112'] [30.58, 9.362953, 5.637644, 8.89, 12.91, 13.55] [26.47, 8.905171, 6.131175, 8.28, 12.23, 13.04] [ 545.01853063 1780.06518528 2956.31768637 1874.76565429 1290.9888975 1230.01230012] -0.042447 3.575183 0 15.821922 2877.131 6.599395
2009-11-30 ['HGSI-201208', 'DAN', 'LZB', 'UFS-202111', 'AJRD', 'REV'] [27.82, 6.288035, 8.371836, 20.10279, 7.037651, 17.93066] [30.58, 9.362953, 8.354303, 19.74292, 6.307753, 17.01] [ 599.08938414 2650.53656137 1990.80185836 829.07231616 2368.21443215 929.50659187] 0.068861 3.733664 0 16.523279 2797.412 6.388833
2009-10-30 ['VNDA', 'HGSI-201208', 'DAN', 'MTOR', 'AXL', 'BZ-201310'] [10.2, 18.69, 4.888774, 7.81, 5.99, 3.758455] [10.56, 27.82, 6.288035, 8.11, 6.25, 3.844947] [1633.9869281 891.74246478 3409.17102461 2134.01621852 2782.41513634 4434.44624631] 0.152473 3.493124 0 15.458774 2647.000 5.991548
2009-09-30 ['HGSI-201208', 'DTGF-201211', 'DDRX-201005', 'DAN', 'CAR', 'VNDA'] [18.82, 24.59, 24.05, 5.882077, 13.36, 11.64] [18.69, 18.51, 21.8, 4.888774, 8.4, 10.2] [ 885.58271343 677.78229633 693.000693 2833.46625124 1247.50499002 1431.84421535] -0.168593 3.030980 0 13.413562 2716.877 6.176115
2009-08-31 ['DDRX-201005', 'CTIC', 'DTGF-201211', 'CAR', 'BZ-201310', 'VNDA'] [21.49, 495., 19.84, 9.73, 3.428214, 13.66] [24.05, 369., 24.59, 13.36, 4.151599, 11.64] [ 775.55452148 33.67003367 840.05376344 1712.91538198 4861.61793478 1220.10736945] 0.090033 3.645602 0 16.133562 2607.628 5.887554
2009-07-31 ['DDRX-201005', 'VNDA', 'CTIC', 'DTGF-201211', 'ATSG', 'CAR'] [23.77, 15.2, 444., 16.55, 3.33, 8.55] [21.49, 13.66, 495., 19.84, 2.96, 9.73] [ 701.16393213 1096.49122807 37.53753754 1007.04934542 5005.00500501 1949.31773879] 0.023887 3.344486 0 14.800980 2517.667 5.649939
2009-06-30 ['DDRX-201005', 'VNDA', 'ATSG', 'DTGF-201211', 'CTIC', 'UEC'] [23.78, 11.77, 2.35, 13.95, 516., 2.9] [23.77, 15.2, 3.33, 16.55, 444., 2.68] [ 700.86907766 1416.02945341 7092.19858156 1194.74313023 32.2997416 5747.12643678] 0.113167 3.266461 0 14.455677 2335.854 5.169715
2009-05-29 ['QMCO', 'PLAB', 'DTGF-201211', 'MODV', 'CAR', 'RT-201712'] [9.2, 3.16, 8.62, 10.9, 4.8, 6.18] [6.64, 4.05, 13.95, 10.95, 5.65, 6.66] [1811.5942029 5274.26160338 1933.48801237 1529.05198777 3472.22222222 2696.87162891] 0.146842 2.934385 0 12.986080 2327.939 5.148809
2009-04-30 ['MODV', 'PRSG-201912', 'DNDNQ-201506', 'QMCO', 'PAET-201111', 'PRM-201107'] [9.82, 0.05896799, 21.2, 8.4, 3.07, 3.241845] [10.9, 0.08035834, 22.67, 9.2, 3.06, 2.006462] [ 1697.21656483 282639.21945901 786.16352201 1984.12698413 5428.88165038 5141.10534793] 0.042162 2.558664 0 11.323334 2210.003 4.837303
2009-03-31 ['MDRX', 'LNG', 'AAI-201105', 'CVTX-200904', 'ASIA-201401', 'FRPT-201112'] [10.29, 4.234457, 4.55, 19.88, 16.85, 4.8] [12.42, 3.916376, 6.95, 20.01, 16.75, 7.62] [1619.69549725 3935.96313923 3663.003663 838.36351442 989.11968348 3472.22222222] 0.207909 2.455151 0 10.865236 1999.580 4.281511
2009-02-27 ['IDEV-200903', 'BBND-201111', 'MDRX', 'EPIQ-201609', 'COCOQ-201509', 'LOPE'] [5.11, 5.44, 8.7, 14.65673, 19.7, 17.02] [5.6, 6.55, 10.29, 15.66454, 19.45, 17.26] [3261.57860404 3063.7254902 1915.70881226 1137.13404468 846.02368866 979.24010967] 0.092144 2.032562 SELL 8.995075 1838.536 3.856144
2009-01-30 ['IDEV-200903', 'RCPIQ', 'RDN', 'MAXY-201308', 'GERN', 'FRPT-201112'] [5.32, 82.5, 2.977163, 2.129769, 7.407647, 6.01] [5.11, 72.25, 1.76814, 1.729193, 4.24239, 5.16] [3132.8320802 202.02020202 5598.17069696 7825.57482369 2249.9272261 2773.15585136] -0.221104 1.861075 SELL 8.995075 2053.668 4.424374
2008-12-31 ['AMEH', 'RCPIQ', 'UCBH-201012', 'LCC-201312', 'MAXY-201308', 'EBS'] [42.4, 95.75, 6.785351, 7.73, 2.219339, 24.65944] [5.1, 82.5, 2.297946, 5.67, 2.129769, 20.71167] [ 393.08176101 174.06440383 2456.27185192 2156.101768 7509.74351673 675.8736884 ] -0.357730 2.389376 0 8.995075 2241.801 4.921292
2008-11-28 ['AMEH', 'SQNM-201609', 'EBS', 'ALGT', 'CRD.B', 'AFAM-201803'] [42.4, 16.71, 21.36333, 36.15202, 8.57265, 39.90465] [42.4, 19.84, 24.65944, 40.70245, 11.08953, 40.83055] [ 393.08176101 997.40674247 780.1530317 461.01619402 1944.16740059 417.6622691 ] 0.130711 3.720205 SELL 14.005130 2199.719 4.810140
2008-10-31 ['AMEH', 'SQNM-201609', 'CRD.B', 'AFAM-201803', 'LPHIQ-201612', 'XRM-201810'] [42.4, 18., 11.05902, 43.71719, 14.87935, 77.8] [42.4, 16.71, 8.57265, 39.90465, 13.25618, 23.8] [ 393.08176101 925.92592593 1507.06542412 381.23828788 1120.12061459 214.22450728] -0.197813 3.290146 SELL 14.005130 2388.245 5.308096
2008-09-30 ['AMEH', 'XRM-201810', 'SQNM-201609', 'CRD.B', 'FSYS-201606', 'RCPIQ'] [42.5, 128.8, 26.62, 11.59291, 34.45, 89.] [42.4, 77.8, 18., 11.05902, 28.45, 79.5] [ 392.15686275 129.39958592 626.09566742 1437.6603171 483.79293662 187.2659176 ] -0.174849 4.101471 SELL 14.005130 2903.147 6.668111
2008-08-29 ['FSYS-201606', 'FINL-201806', 'CRD.B', 'SQNM-201609', 'IPHS-202002', 'ENERQ-201209'] [51.83, 10.16903, 10.89123, 22.73, 24.72771, 75.17] [34.45, 8.4027, 11.59291, 26.62, 16.08059, 58.25] [ 321.56408772 1638.96327051 1530.283234 733.24534389 674.00768881 221.71965766] -0.141374 4.970569 0 14.005130 3204.442 7.463925
2008-07-31 ['FINL-201806', 'JRCCQ-201603', 'PCXCQ-201312', 'QTWWQ-201909', 'ENERQ-201209', 'ANRZQ-201607'] [9.102249, 43.35, 63.075, 142.4, 69.93, 98.95] [10.16903, 42.17, 59.96, 140.8, 75.17, 99.1] [1831.04930075 384.4675125 264.23569824 117.0411985 238.33357167 168.43523665] 0.017634 5.788978 SELL 16.311087 3155.435 7.334482
2008-06-30 ['QTWWQ-201909', 'JRCCQ-201603', 'HUSA', 'PCXCQ-201312', 'GDPMQ-201610', 'FINL-201806'] [246.4, 58.69, 134.8981, 76.645, 82.92, 7.298577] [142.4, 43.35, 107.6059, 63.075, 45.85, 9.102249] [ 67.64069264 283.97796331 123.55004753 217.45275839 200.99694485 2283.5501587 ] -0.210458 5.688662 SELL 16.311087 3180.803 7.401487
2008-05-30 ['ENCY-200806', 'CWEI-201704', 'RIGL', 'ANRZQ-201607', 'IDIX-201408', 'MMR-201306'] [2.35, 94.27, 23.34, 81.68, 6.54, 31.92] [2.35, 109.95, 22.66, 104.29, 7.27, 27.52] [7092.19858156 176.79714296 714.08169095 204.04831864 2548.41997961 522.13868003] 0.064631 7.205018 0 16.311087 3466.894 8.157142
2008-04-30 ['IDIX-201408', 'WLTGQ-201905', 'MMR-201306', 'REXXQ-201811', 'RIGL', 'LNN'] [6.48, 57.97499, 27.42, 217., 22.5, 90.07323] [6.54, 77.98247, 31.92, 223.6, 23.34, 90.89336] [2572.01646091 287.48028532 607.8288354 76.80491551 740.74074074 185.03462868] 0.099222 6.767621 0 15.320887 3397.295 7.973310
2008-03-31 ['BPZRQ-201512', 'LNN', 'WLTGQ-201905', 'REXXQ-201811', 'XIDEQ-201504', 'RIGL'] [21.73, 88.64582, 52.34968, 166.4, 13.1, 18.66] [19.48, 90.07323, 57.97499, 217., 14.59, 22.5] [ 766.98880196 188.01412934 318.37189199 100.16025641 1272.26463104 893.17613433] 0.107272 6.156738 SELL 13.937938 3235.492 7.545938
2008-02-29 ['BPZRQ-201512', 'MOS', 'SWC-201705', 'WLTGQ-201905', 'RIGL', 'SDTHQ-201210'] [15.77, 89.73951, 20.53, 45.66283, 19.82, 10.58] [21.73, 82.72483, 15.47, 52.34968, 18.66, 8.5] [1056.85901501 185.72272867 811.82010067 364.99416849 840.90144635 1575.29930687] -0.009231 5.560277 SELL 13.937938 3254.776 7.596873
2008-01-31 ['RIGL', 'BPZRQ-201512', 'PHRM-200803', 'SDTHQ-201210', 'MOS', 'INCY'] [27.53, 12.9, 68.95, 12.34, 73.31548, 11.98] [19.82, 15.77, 71.59, 10.58, 89.73951, 9.91] [ 605.40016951 1291.98966408 241.7210539 1350.62128579 227.32807133 1391.20756817] -0.018447 5.612084 SELL 13.937938 3359.108 7.872446
2007-12-31 ['FSLR', 'RIGL', 'SDTHQ-201210', 'MELI', 'MOS', 'ISRG'] [267.14, 25.39, 14.45, 71.58955, 76.06492, 35.88882] [181.77, 27.53, 12.34, 35.88198, 73.31548, 28.22217] [ 62.38925907 656.4264146 1153.40253749 232.80865247 219.11107862 464.39717624] -0.188309 5.717557 SELL 13.937938 3575.846 8.444918
2007-11-30 ['FSLR', 'ISRG', 'SPWR', 'SIGM-202008', 'PHRM-200803', 'SOHU'] [237.15, 36.40881, 81.47531, 2.097419, 63.84, 57.38] [267.14, 35.88882, 85.37099, 1.780645, 62.86, 54.52] [ 70.27900766 457.76466374 204.56094818 7946.274286 261.06934002 290.46125247] -0.009372 7.044010 SELL 13.937938 3597.616 8.502419
2007-10-31 ['TBSIQ-201204', 'CROX', 'FSLR', 'FTK', 'ISRG', 'SIGM-202008'] [62.84, 74.75, 158.81, 50.8, 36.31882, 1.895806] [43.66, 39.03, 237.15, 36.86, 36.40881, 2.097419] [ 265.22384893 222.96544036 104.94721155 328.0839895 458.89890329 8791.33554101] -0.075895 7.110651 0 13.937938 3767.211 8.950372
2007-09-28 ['RCCC-200808', 'TBSIQ-201204', 'FTK', 'CROX', 'SLPHQ-201404', 'SYUT-201705'] [43.5, 41.25, 44.15, 67.25, 8.8, 29.85] [44.37, 62.84, 50.8, 74.75, 6.38, 29.12] [ 383.14176245 404.04040404 377.50094375 247.8314746 1893.93939394 558.34729202] 0.084348 7.694636 0 15.082635 3699.350 8.771130
2007-08-31 ['TBSIQ-201204', 'RCCC-200808', 'ELON-201809', 'RZTIQ-201109', 'FTK', 'VHI'] [36.51, 42.96, 279.9, 14.22, 37.77, 67.01122] [41.25, 43.5, 250.1, 12.89, 44.15, 68.00866] [ 456.49593719 387.95779019 59.54507562 1172.05813408 441.26731974 248.7145685 ] 0.021034 7.096097 0 13.909410 3569.227 8.427435
2007-07-31 ['TBSIQ-201204', 'FSLR', 'RCCC-200808', 'ELON-201809', 'AQNT-200708', 'GMOLQ-202107'] [38.37, 112.57, 42.66, 197.3, 66.15, 6.97] [36.51, 103.74, 42.96, 279.9, 66.44, 6.52] [ 434.3671271 148.0560244 390.68604469 84.47372867 251.95263291 2391.20038259] 0.039765 6.949915 0 13.622870 3518.718 8.294025
2007-06-29 ['RCCC-200808', 'TBSIQ-201204', 'FSLR', 'NXST', 'INSG', 'MFW-201112'] [43.81, 28.4, 89.29, 11.02268, 26.02, 66.58] [42.66, 38.37, 112.57, 8.598357, 21.53, 58.34] [ 380.43064749 586.85446009 186.6577071 1512.03397601 640.53292339 250.32542305] 0.011545 6.684121 0 13.101874 3642.953 8.622169
2007-05-31 ['MFW-201112', 'AQNT-200708', 'INSG', 'CRWN-201604', 'GTI-201508', 'ELON-201809'] [68.29, 63.79, 23.23, 7.44, 15.48, 174.4] [66.58, 63.8, 26.02, 7.2, 16.84, 156.3] [ 244.05720701 261.27397189 717.46305065 2240.14336918 1076.6580534 95.56574924] 0.007839 6.607833 0 12.952339 3712.465 8.805771
2007-04-30 ['MFW-201112', 'DNDNQ-201506', 'JSDA', 'GT', 'INSG', 'AKS-202003'] [63.95, 15.03, 24.59, 29.62379, 18.19, 28.5518] [68.29, 8.55, 18.85, 31.59218, 23.23, 32.48094] [ 260.62027626 1108.89332446 677.78229633 562.61088357 916.25435221 583.73435884] -0.019261 6.556439 0 12.851598 3581.946 8.461030
2007-03-30 ['MFW-201112', 'DNDNQ-201506', 'NRPH-200704', 'AMKR', 'TTEC', 'TRA-201004'] [47.61, 12.93, 63.63, 12.33229, 32.07428, 14.01958] [63.95, 15.03, 63.98, 13.82442, 32.98344, 14.13174] [ 350.06651264 1288.99200825 261.930955 1351.46567804 519.62714881 1188.81354981] 0.111410 6.685200 0 13.103991 3444.355 8.097610
2007-02-28 ['ALGN', 'CF', 'CCOI', 'NRPH-200704', 'MFW-201112', 'GRA-202109'] [16.42, 5.813303, 15.45014, 63.25, 38.75, 18.31432] [15.86, 5.796763, 16.18293, 63.63, 47.61, 19.63735] [1015.02233049 2866.98743669 1078.73887658 263.50461133 430.10752688 910.0346978 ] 0.052895 6.015064 0 11.790423 3408.875 8.003896
2007-01-31 ['CRVL', 'AXR', 'GIC', 'SIGM-202008', 'CHTRQ-200911', 'SVNTQ-201405'] [23.565, 99.42017, 10.01324, 0.7809677, 3.5, 14.93] [15.06, 88.0815, 12.18384, 0.9093548, 3.01, 13.54] [ 707.26359714 167.63868606 1664.46291776 21341.04479182 4761.9047619 1116.32060728] -0.054483 5.712879 0 11.198095 3465.727 8.154060
2006-12-29 ['CRVL', 'CHTRQ-200911', 'SIGM-202008', 'POZN-201602', 'AXR', 'RNAI-200612'] [23.785, 3.06, 0.8209677, 13.90891, 119.2263, 13.01] [23.565, 3.5, 0.7809677, 13.84342, 99.42017, 13.01] [ 700.7217434 5446.62309368 20301.24530681 1198.27266599 139.79018611 1281.06584678] -0.014169 6.042069 0 11.843356 3400.992 7.983074
2006-11-30 ['CHTRQ-200911', 'CRVL', 'MA', 'AXR', 'RNAI-200612', 'AMAG-202011'] [2.95, 19.08667, 9.452156, 85.33687, 12.88, 55.72] [3.06, 23.785, 9.149315, 119.2263, 13.01, 59.72] [5649.71751412 873.20976717 1763.26614443 195.30440555 1293.99585921 299.11462072] 0.121735 6.128907 0 12.013573 3360.744 7.876767
2006-10-31 ['SWBI', 'CITP-201004', 'MFB-201310', 'OMG-201510', 'CRVL', 'CHTRQ-200911'] [10.26748, 20.65, 22.15, 56.2361, 14.41667, 2.3] [9.742861, 18.41, 19.12, 46.41945, 19.08667, 2.95] [1623.2480284 807.10250202 752.44544771 296.3695325 1156.06909686 7246.37681159] 0.022602 5.463773 0 10.709810 3289.178 7.687739
2006-09-29 ['SWBI', 'GIC', 'OMG-201510', 'PSMT', 'PSPT-200810', 'VSTNQ-201010'] [10.40238, 7.351605, 43.35112, 12.47958, 18.5, 8.15] [10.26748, 4.988262, 56.2361, 14.04159, 19.59, 7.38] [1602.19744584 2267.0786402 384.45757957 1335.51503069 900.9009009 2044.98977505] 0.008731 5.343009 0 10.473095 3174.890 7.385869
2006-08-31 ['SVVS-201107', 'INAPQ-202005', 'CBEY-201407', 'SWBI', 'GEO', 'ALJ-201706'] [25.01, 47.8, 23.74, 7.419563, 4.010748, 26.58218] [28.5, 60.88, 27.45, 10.40238, 3.793466, 22.35268] [ 666.40010662 348.67503487 702.04998596 2246.31378784 4155.50083592 626.98644982] 0.126366 5.296761 0 10.382442 3105.375 7.202258
2006-07-31 ['MED', 'SVVS-201107', 'INAPQ-202005', 'GKNT-201507', 'MNST', 'EZPW'] [13.76813, 27.22, 48.6, 39.7, 7.664992, 13.87667] [9.871178, 25.01, 47.8, 37.4, 4.589995, 13.09] [1210.52507978 612.29488121 342.93552812 419.81528128 2174.38800545 1201.05664159] -0.149415 4.702522 0 9.217645 3031.223 7.006400
2006-06-30 ['ZOLT-201402', 'VOLT-202204', 'RSAS-200609', 'MNST', 'ESMK-200808', 'TIE-201301'] [29.89, 31.06667, 27.1, 7.932075, 19.89, 32.26085] [23.08, 28.26667, 27.56, 7.664992, 22.16, 27.06233] [ 557.60008922 536.48062913 615.00615006 2101.17361052 837.94201441 516.62205635] -0.063612 5.528576 SELL 10.836833 3034.064 7.013904
2006-05-31 ['ZOLT-201402', 'ALTO', 'ANDE', 'FNSR-201909', 'MNST', 'TIE-201301'] [28.05, 3056.55, 26.71104, 36.56, 7.702909, 33.95928] [29.89, 2427.6, 21.5347, 26.16, 7.932075, 32.26085] [ 594.17706477 5.45277083 623.96172769 455.87162655 2163.68474127 490.78386428] -0.106449 5.904152 0 10.836833 3028.705 6.999749
2006-04-28 ['ALTO', 'FNSR-201909', 'IVAC', 'RMBS', 'TIE-201301', 'ANDE'] [3395.7, 37.6, 28.1, 38.83, 33.61678, 27.02657] [3056.55, 36.56, 21.44, 24.26, 33.95928, 26.71104] [ 4.90816817 443.26241135 593.1198102 429.22139239 495.78414907 616.67709468] -0.123543 6.607512 0 12.127822 3128.880 7.264342
2006-03-31 ['FNSR-201909', 'RMBS', 'BWNG-200701', 'IVAC', 'CAL-201009', 'NEU'] [39.36, 39.34, 14.74, 28.78, 26.9, 33.77526] [37.6, 38.83, 13.89, 28.1, 26.04, 36.08892] [ 423.44173442 423.65700729 1130.71008593 579.10586055 619.57868649 493.45783472] -0.017074 7.538890 0 13.837328 3095.299 7.175644
2006-02-28 ['FNSR-201909', 'RMBS', 'ADLR-201112', 'TIE-201301', 'AZPN', 'VRTX'] [22.24, 31.05, 27.44, 19.24578, 11.98, 43.24] [39.36, 39.34, 23.8, 22.77871, 12.65, 36.59] [ 749.40047962 536.76865271 607.38581147 865.99070896 1391.20756817 385.44557508] 0.164970 7.669842 0 14.077685 3042.705 7.036727
2006-01-31 ['MYOG-200611', 'MFLX-201607', 'RES', 'FNSR-201909', 'ALO-200812', 'TIE-201301'] [37.32, 53.76, 7.579428, 21.6, 33.26072, 17.75614] [37.9, 56.94, 4.861943, 22.24, 30.07883, 19.24578] [ 446.58806717 310.01984127 2198.93462497 771.60493827 501.09157789 938.64244519] -0.044330 6.583722 0 12.084157 3037.305 7.022464
2005-12-30 ['MYOG-200611', 'SNDK-201605', 'MFLX-201607', 'ISRG', 'MOVE-201411', 'SUPX-201404'] [30.1, 60.79138, 48.17, 13.02997, 20.4, 41.8039] [37.32, 65.18477, 53.76, 15.25219, 24.16, 28.33218] [ 553.70985604 274.16167665 345.99681683 1279.10245892 816.99346405 398.68688488] 0.076798 6.889120 0 12.644701 2939.106 6.763090
2005-11-30 ['DCEL-200711', 'MYOG-200611', 'NTRI-201903', 'TIE-201301', 'MWY-200902', 'RAIL'] [7.37, 21.74, 24.87564, 14.81437, 21.92, 42.86464] [7.5, 30.1, 23.0162, 14.84018, 18.97, 42.70477] [2261.42017187 766.63600123 669.99951224 1125.03377914 760.3406326 388.82087116] 0.031811 6.397786 0 11.742877 2936.469 6.756125
2005-10-31 ['DCEL-200711', 'NURO', 'BCSI-201202', 'NSP', 'MYOG-200611', 'NTRI-201903'] [7.250000e+00, 4.221319e+05, 2.349500e+01, 1.379861e+01, 2.005000e+01, 1.915034e+01] [7.370000e+00, 3.525136e+05, 2.264500e+01, 1.471298e+01, 2.174000e+01, 2.487564e+01] [2.29885057e+03 3.94821303e-02 7.09370788e+02 1.20785113e+03 8.31255195e+02 8.70306567e+02] 0.044162 6.200540 SELL 11.380840 2826.519 6.465713
2005-09-30 ['NTRI-201903', 'DCEL-200711', 'MNTA-202009', 'NURO', 'MYOG-200611', 'NSP'] [1.598737e+01, 7.680000e+00, 2.725000e+01, 3.375468e+05, 2.350000e+01, 1.295739e+01] [1.915034e+01, 7.250000e+00, 2.153000e+01, 4.221319e+05, 2.005000e+01, 1.379861e+01] [1.04248958e+03 2.17013889e+03 6.11620795e+02 4.93758693e-02 7.09219858e+02 1.28626727e+03] 0.016774 5.938291 0 11.380840 2880.466 6.608204
2005-08-31 ['NTRI-201903', 'DCEL-200711', 'MNTA-202009', 'NURO', 'LIFC-200805', 'NSP'] [1.400013e+01, 7.610000e+00, 2.535000e+01, 3.157769e+05, 2.402000e+01, 1.170552e+01] [1.598737e+01, 7.680000e+00, 2.725000e+01, 3.375468e+05, 2.163000e+01, 1.295739e+01] [1.19046514e+03 2.19010074e+03 6.57462196e+02 5.27798793e-02 6.93866223e+02 1.42382967e+03] 0.050413 5.840324 0 11.193085 2855.484 6.542219
2005-07-29 ['NTRI-201903', 'DCEL-200711', 'MNTA-202009', 'BOOM', 'CTHR', 'GAPTQ-201203'] [14.86915, 7.05, 25.08, 18.63173, 21.34937, 22.66405] [14.00013, 7.61, 25.35, 18.19027, 14.98284, 20.07726] [1120.88899948 2364.06619385 664.54013822 894.53135413 780.66316086 735.37901067] -0.067381 5.560024 0 10.655885 2882.967 6.614810
2005-06-30 ['NTRI-201903', 'BOOM', 'WTSLQ-201512', 'GAPTQ-201203', 'PAR', 'MNTA-202009'] [9.431401, 17.42896, 6.81, 22.98839, 21.33333, 19.77] [14.86915, 18.63173, 6.2, 22.66405, 22.66667, 25.08] [1767.14643632 956.26283305 2447.38130201 725.00365039 781.25012207 843.02815714] 0.145496 5.961729 0 11.425759 2769.354 6.314723
2005-05-31 ['GAPTQ-201203', 'TARRQ-201007', 'MNST', 'NXGN', 'LCAV-201405', 'CVA-202111'] [19.72128, 21.80487, 1.552915, 10.94149, 41.46905, 8.911317] [22.98839, 25.11738, 1.764998, 8.621451, 45.50519, 6.673891] [ 845.11079741 764.35524113 10732.50414006 1523.25384081 401.90616054 1870.28097717] 0.014727 5.204497 0 9.974512 2750.143 6.263980
2005-04-29 ['CTMI-200505', 'GAPTQ-201203', 'LNG', 'TARRQ-201007', 'MNST', 'WLTGQ-201905'] [20.53, 12.40392, 27.53391, 19.68606, 1.180832, 14.02758] [20.51, 19.72128, 29.12432, 21.80487, 1.552915, 17.35868] [ 811.82010067 1343.66125117 605.31419863 846.62277097 14114.34197809 1188.13556342] 0.217819 5.128963 SELL 9.829748 2649.740 5.998785
2005-03-31 ['LNG', 'CVA-202111', 'WLTGQ-201905', 'DRRX', 'CTMI-200505', 'MNST'] [32.0616, 9.459705, 17.40156, 3.64, 20.27, 1.248957] [27.53391, 7.874862, 14.02758, 2.76, 20.53, 1.180832] [ 519.83265547 1761.85902908 957.76853723 4578.75457875 822.23318533 13344.4679574 ] -0.131020 4.211598 0 9.829748 2708.589 6.154223
2005-02-28 ['LNG', 'MSO-201512', 'AKS-202003', 'CVA-202111', 'AAPL', 'WLTGQ-201905'] [36.97695, 32.60686, 16.41822, 8.905832, 1.371872, 15.69208] [32.0616, 20.83703, 10.34675, 9.459705, 1.274318, 17.40156] [ 450.73124383 511.13988488 1015.13237529 1871.43286182 12148.84964972 1062.10691423] -0.127279 4.846601 0 11.311825 2755.190 6.277311
2005-01-31 ['LNG', 'MSO-201512', 'AIQ-201708', 'SIRI', 'SGTL-200804', 'WLTGQ-201905'] [37.22545, 30.25474, 66.8, 5.968088, 39.41, 14.30683] [36.97695, 32.60686, 56.6, 5.021488, 41.69, 15.69208] [ 447.72236915 550.87786795 249.500998 2792.63085039 422.90450816 1164.94476181] -0.014260 5.553434 0 12.961553 2695.846 6.120565
2004-12-31 ['NTMD-200904', 'LNG', 'MSO-201512', 'TZOO', 'AKS-202003', 'WLTGQ-201905'] [26.65, 31.65903, 26.76807, 95.43, 13.53684, 13.77983] [25.65, 37.22545, 30.25474, 57.92, 13.57426, 14.30683] [ 625.39086929 526.4427453 622.63236261 174.64808411 1231.20807121 1209.49726279] -0.013916 5.633771 0 13.149056 2769.614 6.315409
2004-11-30 ['GRA-202109', 'TZOO', 'LNG', 'AKS-202003', 'NTMD-200904', 'MSO-201512'] [10.10855, 93., 28.25953, 12.07745, 20.9, 21.7871] [10.11599, 95.43, 31.65903, 13.53684, 26.65, 26.76807] [1648.76927617 179.21146953 589.77154491 1379.98225343 797.44816587 764.97866475] 0.128623 5.713279 0 13.334627 2674.323 6.063716
2004-10-29 ['TZOO', 'GRA-202109', 'NTMD-200904', 'MECK-201803', 'SEB', 'PHRM-200803'] [69.25, 7.967919, 24.3, 138.81, 672.6965, 45.95] [93., 10.10855, 20.9, 117.39, 725.9315, 42.34] [ 240.67388688 2091.7213976 685.87105624 120.06819874 24.77590811 362.71309394] 0.052993 5.062169 0 11.814955 2555.527 5.749939
2004-09-30 ['TZOO', 'NTMD-200904', 'GRA-202109', 'SPDC', 'PHRM-200803', 'UCI-200604'] [52., 23.84, 7.023959, 231.84, 51.7, 31.95901] [69.25, 24.3, 7.967919, 240., 45.95, 28.87439] [ 320.51282051 699.10514541 2372.83085887 71.88865885 322.3726628 521.50134396] 0.052146 4.807409 0 11.220351 2514.232 5.640866
2004-08-31 ['TZOO', 'PALM-201006', 'GRA-202109', 'SHLDQ', 'MWY-200902', 'OS-200701'] [45., 8.664677, 5.663764, 51.58651, 12.07, 14.48] [52., 8.078185, 7.023959, 58.89157, 9.92, 16.63] [ 370.37037037 1923.51851854 2942.6838171 323.08188064 1380.83402375 1151.01289134] 0.073331 4.569145 0 10.664250 2476.168 5.540328
2004-07-30 ['PALM-201006', 'TZOO', 'OS-200701', 'SHLDQ', 'PHRM-200803', 'MWY-200902'] [10.67361, 28.27, 15.5, 52.13187, 44.88, 11.43] [8.664677, 45., 14.48, 51.58651, 49.17, 12.07] [1561.48357179 589.55311874 1075.2688172 319.70206836 371.36066548 1458.15106445] 0.079815 4.256976 SELL 9.935658 2466.013 5.513505
2004-06-30 ['INSG', 'TZOO', 'PHRM-200803', 'AXON', 'MECK-201803', 'MNST'] [26.5, 29.79, 48.92, 21.615, 99.19, 0.5277078] [22.97, 28.27, 44.88, 15.645, 77.7, 0.4270829] [ 628.93081761 559.47185857 340.69228673 771.06947336 168.02769096 31583.13495966] -0.158392 3.942319 0 9.935658 2562.931 5.769496
2004-05-31 ['MWY-200902', 'OSIP-201006', 'TEN', 'OSTK', 'VTS-200701', 'ASKJ-200507'] [10.84, 82.4, 12.17525, 35.99, 19.14, 40.4] [11.52, 70.44, 12.61383, 39.11, 23.15, 39.03] [1537.51537515 202.26537217 1368.89728479 463.09159952 870.77673285 412.54125413] 0.035983 4.684268 0 11.805561 2512.986 5.637575
2004-04-30 ['MWY-200902', 'OSIP-201006', 'OSTK', 'HNR-201705', 'LSCP-200607', 'CLH'] [8.28, 73.8, 36.24, 65.76, 29.84, 4.33] [10.84, 82.4, 35.99, 50.8, 28.54, 3.645] [2012.88244767 225.83559169 459.89698308 253.44687753 558.53440572 3849.11470362] -0.001741 4.521570 0 11.395520 2476.988 5.542493
2004-03-31 ['AKAM', 'AKS-202003', 'WCC', 'WIRE', 'SGID-200610', 'CENX'] [13.14, 5.491449, 14.9, 23.87436, 2.54, 28.23] [11.84, 4.396902, 14.3, 17.53224, 1.93, 19.8] [1268.39167935 3035.02166125 1118.56823266 698.09899267 6561.67979003 590.38847562] -0.190491 4.529456 0 11.415395 2529.284 5.680623
2004-02-27 ['DCGNQ-201006', 'AKAM', 'SCRX-200810', 'SGID-200610', 'CCBL-200712', 'CENX'] [12.16, 15.08, 18.73907, 3.22, 16.35, 27.2] [10.63, 13.14, 15.75922, 2.54, 14.02, 28.23] [1370.61403509 1105.21662246 889.40735408 5175.98343685 1019.36799185 612.74509804] -0.121551 5.595309 0 14.101620 2559.668 5.760877
2004-01-30 ['SCRX-200810', 'NOVL-201104', 'DCGNQ-201006', 'DITC-201212', 'RHT-201907', 'MSPD-201312'] [15.90921, 12.68, 10.8, 20.93, 19.3, 48.25] [18.73907, 10.18, 12.16, 18.69, 18.09, 44.4] [1047.6112055 1314.40588854 1543.20987654 796.30514413 863.55785838 345.42314335] -0.023812 6.369534 0 16.052867 2525.643 5.671006
2003-12-31 ['ASPT-200509', 'CDE', 'DITC-201212', 'MTSN-201605', 'TTMI', 'NOVL-201104'] [15.75, 57.8, 19.1, 12.1, 16.88, 10.53] [17.49, 54.5, 20.93, 11.63, 17.5, 12.68] [1058.2010582 288.35063437 872.60034904 1377.41046832 987.36176935 1582.77936056] 0.058543 6.524903 0 16.444436 2474.032 5.534686
2003-11-28 ['ASPT-200509', 'MTSN-201605', 'DITC-201212', 'CDE', 'AWA-200509', 'AKAM'] [14.72, 15.22, 17.56, 51.8, 15.1, 13.4] [15.75, 12.1, 19.1, 57.8, 12.4, 10.76] [1132.24637681 1095.05037232 949.12680334 321.75032175 1103.75275938 1243.78109453] -0.051219 6.164040 0 15.534968 2365.820 5.248864
2003-10-31 ['INTV-200809', 'MTZ', 'AVNX-200904', 'VRSOQ-201301', 'LEXR-200606', 'AWA-200509'] [10.62, 12.89, 77.39999, 20.9, 22.91, 14.42] [10.5, 13.28, 71.1, 19.25, 21.35, 15.1] [1569.36597615 1292.99198345 215.3316385 797.44816587 727.48435909 1155.80212668] -0.027054 6.496800 0 16.373608 2333.677 5.163965
2003-09-30 ['VRSOQ-201301', 'AVNX-200904', 'GSIC-201106', 'AAMRQ-201312', 'AV-200710', 'INTV-200809'] [18.5, 72.75, 9.97, 11.45, 10.9, 8.9] [20.9, 77.39999, 9.76, 13.28, 12.94, 10.62] [ 900.9009009 229.09507446 1671.6817118 1455.60407569 1529.05198777 1872.65917603] 0.118804 6.677449 0 16.828890 2200.503 4.812211
2003-08-29 ['VRSOQ-201301', 'MTZ', 'AVNX-200904', 'POZN-201602', 'ACF-201009', 'ENCY-200806'] [21.85, 9.58, 71.1, 13.01658, 10.73, 4.29] [18.5, 9.7, 72.75, 14.53928, 10.3, 6.09] [ 762.77650648 1739.73556019 234.41162682 1280.41825631 1553.27741535 3885.003885 ] 0.063150 5.968382 0 15.041858 2224.656 4.876006
2003-07-31 ['SBAC', 'RBBN', 'TRAD-201106', 'RNAI-200612', 'CNXT-201104', 'MTLG-200612'] [3.786876, 34.3, 12.05, 7.67, 49.1, 17.655] [3.286538, 35.45, 9.95, 5.05, 54.8, 20.135] [4401.16514686 485.90864917 1383.12586445 2172.96827466 339.44331297 944.01963561] -0.059650 5.613864 0 14.148383 2176.426 4.748616
2003-06-30 ['TMR-201005', 'BSMLE-200905', 'RBBN', 'ALGN', 'CTLM-200810', 'XMSR-200807'] [4.73, 10.304, 24.2, 12.6, 9.79, 10.99] [4.31, 16.2, 34.3, 13., 8.9, 13.77] [3523.60817477 1617.49482402 688.70523416 1322.75132275 1702.41743275 1516.53017895] 0.182427 5.969974 0 15.045872 2127.618 4.619699
2003-05-30 ['XMSR-200807', 'DYN-201804', 'DCEL-200711', 'CTLM-200810', 'AES', 'RBBN'] [11.22, 1601.912, 5.78, 10.98, 5.914803, 23.15] [10.99, 1351.01, 5.27, 9.79, 4.742297, 24.2] [1485.44266191 10.40423361 2883.50634371 1517.91135398 2817.78897229 719.94240461] -0.087769 5.048917 0 12.724572 2099.288 4.544871
2003-04-30 ['DCEL-200711', 'RBBN', 'DYN-201804', 'AMT', 'ALGN', 'TWTC-201410'] [2.79, 16., 1415.344, 5.484397, 7.52, 3.6] [5.78, 23.15, 1601.912, 7.400633, 10.13, 5.8] [5973.71565114 1041.66666667 11.77570023 3038.92418194 2216.31205674 4629.62962963] 0.492994 5.534694 0 13.948853 1979.781 4.229216
2003-03-31 ['RBBN', 'DCEL-200711', 'CAMZ-200304', 'TWTC-201410', 'GLW', 'AMT'] [11.25, 3.3, 8.89, 3.24, 4.248165, 4.559319] [16., 2.79, 8.99, 3.6, 3.942646, 5.484397] [1481.48148148 5050.50505051 1874.76565429 5144.03292181 3923.26255375 3655.51668279] 0.086836 3.707112 0 9.342876 1830.320 3.834443
2003-02-28 ['DCEL-200711', 'CAMZ-200304', 'INKT-200303', 'RSAS-200609', 'TWTC-201410', 'ALN-200307'] [3.95, 8.55, 1.63, 7.08, 3.27, 13.15] [3.3, 8.89, 1.65, 7.1, 3.24, 9.75] [ 4219.4092827 1949.31773879 10224.94887526 2354.04896422 5096.83995923 1267.42712294] -0.062904 3.410921 0 8.596398 1811.273 3.784134
2003-01-31 ['CAMZ-200304', 'DCEL-200711', 'Q-201103', 'INKT-200303', 'RMBS', 'VRNT'] [8.78, 2.7, 3.578321, 1.63, 15.5, 9.483121] [8.55, 3.95, 2.834157, 1.63, 15.18, 8.734453] [ 1898.25360668 6172.83950617 4657.67790723 10224.94887526 1075.2688172 1757.50859518] 0.021535 3.639885 SELL 9.173447 1841.571 3.864160
2002-12-31 ['NXTL-200508', 'ATRS-200704', 'DCEL-200711', 'AVID', 'NXTP-200606', 'ALN-200307'] [11.55, 15.92, 2.21, 22.95, 6.07, 9.47] [12.62, 14.809, 2.7, 21.25, 5.25, 12.13] [1443.001443 1046.90117253 7541.47812971 726.21641249 2745.74409665 1759.9436818 ] 0.052716 3.563152 SELL 9.173447 1887.762 3.986165
2002-11-29 ['NXTL-200508', 'LEXR-200606', 'DRIV-201502', 'AVID', 'LCI', 'WOLF'] [13.75, 7.34, 14.44, 19.62, 13.96667, 23.67] [11.55, 6.27, 11.95, 22.95, 10.92, 16.35] [1212.12121212 2270.66303361 1154.20129271 849.47332654 1193.31713763 704.12617941] -0.139313 3.384723 0 9.173447 2000.883 4.284952
2002-10-31 ['ZD', 'TALK-200612', 'BLUD-201108', 'ITRU-200301', 'DRIV-201502', 'CRAY-201909'] [4.960022, 7.93, 4.404938, 3.05, 10.44, 21.12] [4.007076, 7.91, 4.537284, 4.21, 14.44, 28.04] [3360.20014965 2101.7234132 3783.63252029 5464.48087432 1596.42401022 789.14141414] 0.154420 3.932585 0 10.658289 1886.715 3.983399
2002-09-30 ['TALK-200612', 'ITRU-200301', 'SMNS-200309', 'DESTQ', 'ZD', 'RGLD'] [6.96, 3.19, 2.93, 15.25545, 3.596603, 15.59544] [7.93, 3.05, 2.6, 14.45316, 4.960022, 14.47506] [2394.63601533 5224.66039707 5688.28213879 1092.50573839 4634.00232571 1068.68845423] 0.039585 3.406547 SELL 9.232594 1747.563 3.615856
2002-08-30 ['TALK-200612', 'ZD', 'DESTQ', 'ITRU-200301', 'JAH-201604', 'HL'] [7.53, 3.254845, 13.99987, 2.95, 5.24039, 3.701949] [6.96, 3.596603, 15.25545, 3.19, 5.221159, 3.388707] [2213.36874723 5120.57153771 1190.487245 5649.71751412 3180.4248666 4502.13297554] 0.018676 3.276835 0 9.232594 1952.738 4.157787
2002-07-31 ['TALK-200612', 'ZD', 'TEN', 'CBZ-200309', 'SMNS-200309', 'HL'] [9.87, 3.524274, 7.617874, 17.6, 3.74, 2.942575] [7.53, 3.254845, 5.79683, 18.05, 3., 3.701949] [1688.6187099 4729.10638238 2187.83700894 946.96969697 4456.32798574 5663.97344729] -0.077801 3.216757 SELL 9.063324 1943.557 4.133537
2002-06-28 ['CBZ-200309', 'SIE-200802', 'CCK', 'NEWCQ-200808', 'AAIC', 'ITRU-200301'] [22.8, 11.175, 6.784413, 15.76785, 41.70229, 3.01] [17.6, 11.375, 3.416967, 12.43547, 35.21599, 3.02] [ 730.99415205 1491.42431022 2456.61145138 1057.00312133 399.65830813 5537.09856035] -0.178347 3.488140 SELL 9.063324 2111.421 4.576918
2002-05-31 ['CCK', 'UCOMA-200506', 'CBZ-200309', 'PVN-200509', 'BYD', 'DRRAQ-200806'] [8.220531, 4.63, 20.55, 8.15, 13.25031, 22.2] [6.784413, 2.75, 22.8, 5.88, 13.05985, 20.75] [2027.44405035 3599.71202304 811.03000811 2044.98977505 1257.83220669 750.75075075] -0.138246 4.245269 SELL 9.063324 2275.200 5.009509
2002-04-30 ['SIMG-201503', 'CCK', 'SUNEQ-201712', 'UCOMA-200506', 'ORB-201502', 'BYD'] [9.65, 11.15219, 8.1, 5.4, 6.67, 13.87609] [8.25, 8.220531, 7.7, 4.63, 7.7, 13.25031] [1727.11571675 1494.4747773 2057.61316872 3086.41975309 2498.75062469 1201.10684398] -0.081768 4.926310 SELL 9.063324 2301.870 5.079952
2002-03-29 ['SGID-200610', 'AVNT-200206', 'SUNEQ-201712', 'SWKH', 'CHPC-200408', 'SBYN-200508'] [4.25, 20.03, 5.9, 180., 9.82, 7.65] [2.8, 16.65, 8.1, 102.9, 9.15, 3.44] [3921.56862745 832.08520553 2824.85875706 92.59259259 1697.21656483 2178.64923747] -0.197322 5.364993 0 9.063324 2429.323 5.416595
2002-02-28 ['SGID-200610', 'AVNT-200206', 'OI', 'KROL-200407', 'NTCT', 'INSG'] [3.49, 17.45, 13.71765, 17.65, 3.112411, 12.75] [4.25, 20.03, 15.88557, 16.65, 2.476096, 9.900001] [4775.54918816 955.10983763 1214.97972806 944.28706327 5354.90546289 1307.18954248] 0.006504 6.683864 0 11.291353 2327.282 5.147073
2002-01-31 ['SGID-200610', 'AVNT-200206', 'SPRT-202110', 'CMNT-200505', 'CHRD-201004', 'LEXR-200606'] [2.9, 19.06, 91.69502, 21.41, 19.625, 2.84] [3.49, 17.45, 51.91556, 12.16, 13.25, 1.99] [5747.12643678 874.43161945 181.76196119 778.45243656 849.25690021 5868.54460094] -0.228504 6.640673 SELL 11.218389 2375.866 5.275399
2001-12-31 ['MCAFA-200209', 'CHRD-201004', 'GSIC-201106', 'SAGI-200202', 'IDNX-200608', 'URBN'] [33.91, 19.775, 19.95, 37.07, 14.59, 3.015] [22.12, 19.625, 17.62, 34.54, 10.33, 3.2675] [ 491.49710017 842.81500211 835.42188805 449.59985613 1142.3349326 5527.91597568] -0.124757 8.607526 0 11.218389 2406.037 5.355090
2001-11-30 ['GSIC-201106', 'SAGI-200202', 'ESST-200806', 'HLYW-200504', 'MOVIQ-200805', 'FLIR-202105'] [18.8, 31.85, 18.8, 14.9, 16.48222, 4.373947] [19.95, 37.07, 21.26, 14.29, 16.07313, 4.13101] [ 886.5248227 523.28623757 886.5248227 1118.56823266 1011.19064463 3810.44092822] 0.039102 9.834446 0 12.817462 2372.596 5.266762
2001-10-31 ['HLYW-200504', 'MOVIQ-200805', 'GSIC-201106', 'FLIR-202105', 'TRDO-200604', 'AKLMQ-200808'] [16.09, 18.17795, 15.8, 5.046107, 27.15, 4.7] [14.9, 16.48222, 18.8, 4.373947, 27.35, 5.47] [1035.84006629 916.861729 1054.85232068 3302.87619083 613.87354205 3546.09929078] 0.010104 9.464369 0 12.335132 2202.920 4.818595
2001-09-28 ['HLYW-200504', 'FLIR-202105', 'MOVIQ-200805', 'SPRI-200605', 'GSIC-201106', 'DRMD-200110'] [11.75, 4.469813, 13.678, 7.19, 11.65, 20.24] [16.09, 5.046107, 18.17795, 6.69, 15.8, 19.29] [1418.43971631 3728.71676436 1218.50173027 2318.03430691 1430.61516452 823.45191041] 0.177838 9.369700 SELL 12.211748 2152.832 4.686297
2001-08-31 ['HLYW-200504', 'ATN-200512', 'MOVIQ-200805', 'FLIR-202105', 'DRMD-200110', 'TRDO-200604'] [12., 26.87679, 11.65676, 3.072112, 21., 25.95] [11.75, 17.70078, 13.678, 4.469813, 20.24, 25.66] [1388.88888889 620.1137363 1429.78552073 5425.14943032 793.65079365 642.26075787] 0.036459 7.954998 SELL 12.211748 2361.144 5.236513
2001-07-31 ['HLYW-200504', 'MOVIQ-200805', 'FLIR-202105', 'ATN-200512', 'PRX-201209', 'FNVG-200911'] [8.41, 12.63769, 3.278009, 22.25962, 39.6, 3.85] [12., 11.65676, 3.072112, 26.87679, 35., 3.96] [1981.76773682 1318.80641689 5084.38709798 748.73994555 420.87542088 4329.004329 ] 0.067713 7.675172 SELL 12.211748 2509.283 5.627795
2001-06-29 ['HLYW-200504', 'BKNG', 'EXPEA-200308', 'CBZ', 'CXW', 'BGC-201806'] [8.46, 54.3, 21.64151, 5.4, 2.522297, 14.79477] [8.41, 53.22, 22.44959, 3.67, 1.987791, 12.79289] [1970.05516154 306.93677103 770.12494353 3086.41975309 6607.73361213 1126.52421543] -0.109342 7.188426 SELL 12.211748 2551.331 5.738856
2001-05-31 ['HLYW-200504', 'FNVG-200911', 'STEI-201312', 'ACKH-200712', 'SCI', 'CXW'] [5.66, 2.4, 6.46177, 3.71, 5.251447, 2.047884] [8.46, 3.7, 6.19041, 3.55, 4.730765, 2.522297] [2944.64075383 6944.44444444 2579.27265543 4492.36298293 3173.72843459 8138.48180203] 0.180626 8.070918 0 12.211748 2599.258 5.865446
2001-04-30 ['PHS-200512', 'TUESQ-202101', 'ACIIQ-201610', 'RAD', 'CNC-200208', 'VGR'] [17.695, 11.80789, 129.7591, 145.8, 19.03, 1.620013] [8.86, 11.84365, 129.3399, 167.4, 17.42, 1.526249] [ 941.88565508 1411.48559706 128.44314323 114.31184271 875.81012437 10287.98328573] -0.082305 6.836135 0 10.343454 2578.549 5.810747
2001-03-30 ['MEE-201106', 'ACIIQ-201610', 'IDC-201007', 'STEI-201312', 'FWLT-201412', 'DVA'] [22.02297, 125.6924, 6.41011, 4.213507, 176.8208, 5.66] [20.72479, 129.7591, 6.077734, 4.409606, 148.1711, 5.866667] [ 756.78560461 132.59884183 2600.05938536 3955.53316196 94.25738752 2944.64075383] -0.026236 7.449244 SELL 11.271122 2387.114 5.305108
2001-02-28 ['ACIIQ-201610', 'MEE-201106', 'EHC', 'PPDI-201112', 'DVA', 'PSUNQ-201609'] [98.49326, 18.05175, 67.27003, 11.82423, 5.86, 14.69444] [125.6924, 22.02297, 54.46675, 8.944477, 5.66, 12.22222] [ 169.2163166 923.27152031 247.75768149 1409.53505359 2844.1410694 1134.215844 ] -0.023350 7.649949 SELL 11.271122 2553.571 5.744773
2001-01-31 ['AEO', 'ELX-201505', 'HNCS-200208', 'GPSI-200104', 'IDXG', 'BEBE'] [7.446518e+00, 9.300000e+01, 3.000000e+01, 6.662500e+01, 1.033440e+04, 4.077396e+01] [6.718754, 30.8125, 23.3125, 64.5625, 5212.5, 42.55899] [2.23818255e+03 1.79211470e+02 5.55555556e+02 2.50156348e+02 1.61273675e+00 4.08757616e+02] -0.245354 7.832849 0 11.271122 2810.346 6.422995
2000-12-29 ['CANI-200704', 'ECLP-201008', 'COCOQ-201509', 'HUM', 'IDXG', 'AEO'] [3.475000e+01, 2.450000e+01, 9.484375e+00, 1.389402e+01, 1.057660e+04, 5.436119e+00] [2.568750e+01, 2.450000e+01, 9.921875e+00, 1.088745e+01, 1.033440e+04, 7.446518e+00] [4.79616307e+02 6.80272109e+02 1.75727622e+03 1.19955684e+03 1.57580571e+00 3.06591277e+03] -0.014022 10.379506 SELL 14.935649 2717.387 6.177462
2000-11-30 ['OSIP-201006', 'IDXG', 'IMGN', 'ECLP-201008', 'NPSP-201502', 'COCOQ-201509'] [5.61250e+01, 1.29000e+04, 2.51875e+01, 2.35000e+01, 3.87500e+01, 8.25000e+00] [8.012500e+01, 1.057660e+04, 2.143750e+01, 2.450000e+01, 4.800000e+01, 9.484375e+00] [2.96956199e+02 1.29198966e+00 6.61703888e+02 7.09219858e+02 4.30107527e+02 2.02020202e+03] 0.088252 10.527119 SELL 14.935649 2672.476 6.058838
2000-10-31 ['OSIP-201006', 'CTIC', 'EMBT-200706', 'DVA', 'ADVP-200403', 'NOVN-200908'] [7.200000e+01, 8.026872e+05, 6.043750e+01, 3.750000e+00, 2.443750e+01, 4.456250e+01] [5.612500e+01, 5.130000e+05, 3.200000e+01, 3.520833e+00, 1.656250e+01, 2.525000e+01] [2.31481481e+02 2.07635884e-02 2.75766977e+02 4.44444444e+03 6.82011935e+02 3.74006545e+02] -0.311442 9.673425 SELL 14.935649 2943.812 6.775520
2000-09-29 ['PXLW', 'ADEP-201510', 'CTLM-200810', 'DDIC-201205', 'NOVN-200908', 'PRCS-200702'] [1.430625e+02, 2.628125e+02, 9.600000e+01, 5.953803e+04, 4.275000e+01, 2.125000e+02] [9.993750e+01, 1.393750e+02, 3.798440e+01, 5.373559e+04, 4.456250e+01, 1.268750e+02] [1.16499199e+02 6.34165676e+01 1.73611111e+02 2.79933123e-01 3.89863548e+02 7.84313725e+01] -0.305575 14.048817 SELL 14.935649 2986.333 6.887831
2000-08-31 ['IXYS-201801', 'PWER-201307', 'ADEP-201510', 'ORCH-201112', 'PRCS-200702', 'NUAN-200509'] [38.05694, 79.219, 249.6875, 224.6875, 219.0625, 131.625] [24.70155, 60.5156, 262.8125, 170., 212.5, 121.688] [437.9402723 210.38723875 66.7501043 74.17709782 76.08178792 126.62234884] -0.147218 20.230868 0 14.935649 3127.960 7.261912
2000-07-31 ['IXYS-201801', 'PWER-201307', 'MANH', 'NUAN-200509', 'NEWP-201604', 'TRCD-200208'] [27.83357, 59.03125, 9.515625, 140.375, 97.83466, 18.875] [38.05694, 79.219, 11.59375, 131.625, 158.9345, 14.] [ 598.79730364 282.33633316 1751.50519978 118.72959335 170.35544118 883.00220751] 0.205265 23.723381 0 17.514033 2911.999 6.691492
2000-06-30 ['RMBS', 'ARXX-200708', 'PWER-201307', 'NVTP-201112', 'EMKR', 'TSCC'] [1.030000e+02, 1.987500e+01, 5.696875e+01, 2.440000e+04, 1.844444e+02, 1.689758e+01] [7.331250e+01, 1.431250e+01, 5.903125e+01, 2.330000e+04, 1.056713e+02, 1.365461e+01] [1.61812298e+02 8.38574423e+02 2.92558054e+02 6.83060109e-01 9.03614676e+01 9.86334532e+02] -0.199330 19.683128 0 14.531274 2964.395 6.829886
2000-05-31 ['ARXX-200708', 'ELON-201809', 'PWER-201307', 'MANH', 'NVDA', 'TSCC'] [14.45, 536.25, 29.20833, 4.671875, 2.172861, 13.31325] [19.875, 579.375, 56.96875, 6.25, 2.420372, 16.89758] [1153.40253749 31.08003108 570.61347454 3567.44704571 7670.37866972 1251.88565276] 0.354536 24.583335 SELL 18.148903 2879.151 6.604731
2000-04-28 ['EMKR', 'ARXX-200708', 'TSCC', 'BCOR', 'MANH', 'AZTA'] [133.338, 14.9, 17.92168, 265.4279, 6., 70.47981] [99.52315, 14.45, 13.31325, 160.3194, 4.671875, 31.23705] [ 124.99562515 1118.56823266 929.9723389 62.79169095 2777.77777778 236.47434161] -0.285849 18.148903 0 18.148903 2962.354 6.824496
2000-03-31 ['TSCC', 'ELON-201809', 'EMKR', 'BCOR', 'ITWO-201001', 'MANH'] [24.91967, 655., 176.8553, 268.7776, 1526.562, 8.5625] [17.92168, 325.625, 133.338, 265.4279, 1615.625, 6.] [ 668.81570529 25.44529262 94.23900028 62.00913568 10.91777908 1946.47201946] -0.213856 25.413243 0 25.413243 3070.561 7.110304
2000-02-29 ['CRA-201105', 'ELON-201809', 'TSCC', 'BEAS-200804', 'ITWO-201001', 'ABGX-200603'] [244., 811.25, 19.79919, 63.28125, 2043.75, 80.53125] [92.125, 655., 24.91967, 36.6875, 1526.562, 34.53125] [ 68.30601093 20.54442732 841.78527842 263.3744856 8.15494393 206.95899625] -0.300156 32.326452 0 32.326452 2847.492 6.521109
2000-01-31 ['MSTR', 'CRA-201105', 'ITWO-201001', 'BEAS-200804', 'BCOR', 'VIGN-200907'] [1388.75, 100.4375, 1203.906, 37.6875, 258.9597, 650.] [1390.625, 244., 2043.75, 63.28125, 401.0295, 768.3333] [ 12.00120012 165.94067621 13.84382723 442.23327805 64.36007868 25.64102564] 0.589682 46.190918 0 46.190918 2821.342 6.452039
1999-12-31 ['IDCC', 'CRA-201105', 'BVSN-202005', 'FCST-200001', 'ABGX-200603', 'DTPI-201011'] [59.98893, 74.5, 12751.72, 129.9375, 33.125, 68.44209] [23.19572, 100.4375, 9539.046, 122.5, 33., 65.25642] [277.82903724 223.71364653 1.30701322 128.26679493 503.14465409 243.51487026] -0.104113 29.056697 0 29.056697 2936.454 6.756086
1999-11-30 ['MCOM-200107', 'ANCR-200008', 'BVSN-202005', 'MSTR', 'OMPT-200002', 'BRCD-201711'] [59.25, 60.625, 6977.302, 612.5, 81., 34.11463] [78.625, 67.875, 12751.72, 1050., 120.625, 41.65235] [281.29395218 274.91408935 2.3886979 27.21088435 205.76131687 488.54895002] 0.449771 32.433436 0 32.433436 2760.324 6.290872
1999-10-29 ['ELX-201505', 'BRCD-201711', 'MCOM-200107', 'MSTR', 'AERL-200005', 'ANCR-200008'] [38.98438, 31.65108, 43.9375, 483.125, 42.5, 31.6875] [40.625, 34.11463, 59.25, 612.5, 41.3125, 60.625] [427.52165525 526.57497522 379.32669512 34.49762829 392.15686275 525.96975674] 0.270248 22.371415 0 22.371415 2685.176 6.092382
1999-09-30 ['SLNH', 'ELX-201505', 'SRT', 'NTPA-200702', 'HLIT', 'BRCD-201711'] [71.44112, 21.46875, 43.48869, 39.875, 65.40625, 24.70902] [42.68889, 38.98438, 35.95989, 53.375, 59.375, 31.65108] [233.29234853 776.3221737 383.24140522 417.97283177 254.81764612 674.51751088] 0.127931 17.611851 0 17.611851 2526.687 5.673764
1999-08-31 ['SLNH', 'HLIT', 'QCOM', 'ZIXI-202112', 'TQNT-201412', 'PTEN'] [60.26667, 63., 16.20607, 38.375, 13.21875, 5.279817] [71.44112, 65.40625, 15.9531, 29.625, 14.29688, 5.967421] [ 276.54865727 264.55026455 1028.42124381 434.31053203 1260.83530339 3156.67506405] 0.031964 15.614304 0 15.614304 2592.960 5.848811
1999-07-30 ['SLNH', 'LCAV-201405', 'LDIG-200203', 'MJRC-201102', 'IPI-200006', 'BSMLE-200905'] [64.53556, 25.85528, 30.375, 66.66666, 71., 67.125] [60.26667, 16.56596, 18., 65.83333, 49.25, 56.25] [258.25555193 644.61365983 548.69684499 250.000025 234.74178404 248.29298572] -0.218948 15.130673 0 15.130673 2622.783 5.927583
1999-06-30 ['AMTD-202010', 'QCOM', 'ABRX-199907', 'CNET-200806', 'STCN', 'DCLK-200507'] [21.59526, 12.10053, 90.0625, 57.625, 491.1795, 45.875] [15.24147, 13.15458, 25.5, 40., 396.9807, 40.5] [ 771.77429985 1377.35013811 185.05667361 289.2263196 33.93192645 363.30608538] -0.256463 19.372162 0 19.372162 2704.797 6.144208
1999-05-31 ['AMTD-202010', 'ETFC-202010', 'STCN', 'MPWR-200207', 'DCLK-200507', 'EXDS-200109'] [18.27193, 434.3782, 446.2332, 18.29167, 48.71875, 9.375] [21.59526, 389.8423, 491.1795, 17.33333, 45.875, 14.99219] [ 912.14593459 38.3690219 37.34967875 911.16156516 342.09963652 1777.77777778] 0.111414 26.054083 0 26.054083 2574.684 5.800539
1999-04-30 ['AMTD-202010', 'ETFC-202010', 'STCN', 'DCLK-200507', 'CNET-200806', 'RNWK'] [27.21054, 563.7156, 548.1025, 69.90625, 64.25, 148.877] [18.27193, 434.3782, 446.2332, 48.71875, 54.125, 95.27459] [612.50775129 29.5657361 30.40793769 238.41454329 259.40337224 111.94923774] -0.260752 23.442293 0 23.442293 2624.566 5.932293
1999-03-31 ['DCLK-200507', 'SDLI-200102', 'STCN', 'AMTD-202010', 'ETFC-202010', 'BVSN-202005'] [45.51562, 22.6875, 394.1547, 12.58026, 284.6031, 1486.703] [69.90625, 27.3125, 548.1025, 27.21054, 563.7156, 1450.71] [ 366.17465975 734.61891644 42.28458183 1324.82688487 58.56108618 11.21048835] 0.541627 31.710989 0 31.710989 2511.214 5.632895
1999-02-26 ['NSOL-200006', 'AMTD-202010', 'STCN', 'ETFC-202010', 'XCIT-199905', 'AMZN'] [45.375, 9.931783, 264.0258, 224.5101, 102.5, 64.0625] [52.875, 12.58026, 394.1547, 284.6031, 140., 86.09375] [ 367.30945822 1678.11425871 63.12514408 74.23570996 162.60162602 260.16260163] 0.317040 20.569822 0 20.569822 2422.332 5.398130
1999-01-29 ['NSOL-200006', 'LCOS-200010', 'AMTD-202010', 'ETFC-202010', 'AABA-201910', 'STCN'] [60.25, 68.5, 8.174621, 269.3511, 12.07102, 262.6801] [45.375, 43.8125, 9.931783, 224.5101, 10.46098, 264.0258] [ 276.62517289 243.30900243 2038.83050562 61.87710637 1380.71734341 63.44853176] -0.114512 15.618222 0 15.618222 2511.284 5.633080
1998-12-31 ['QLGC-201608', 'AMZN', 'AABA-201910', 'TWX-201806', 'NSOL-200006', 'NEON-200106'] [8.179688, 53.54167, 8.073611, 59.08484, 32.71875, 44.] [8.617188, 58.46875, 12.07102, 66.9406, 60.25, 60.0625] [2037.56752906 311.28402731 2064.33857993 282.08025386 509.3919134 378.78787879] 0.330016 17.637982 0 17.637982 2428.774 5.415145
1998-11-30 ['AMZN', 'ELNK-201702', 'AABA-201910', 'STAR', 'NEON-200106', 'MFNXQ-200209'] [32., 23.45569, 6.542373, 28.61579, 37., 6.484375] [53.54167, 22.18413, 8.073611, 21.54965, 44., 8.375] [ 520.83333333 710.55964104 2547.49563601 582.42902491 450.45045045 2570.2811245 ] 0.181140 13.261481 0 13.261481 2283.630 5.031775
1998-10-30 ['AMZN', 'STAR', 'MFNXQ-200209', 'AABA-201910', 'CASI', 'QLGC-201608'] [21.07292, 25.3174, 4.734375, 4.459547, 287.375, 5.773438] [32., 28.61579, 6.484375, 6.542373, 270.875, 6.414062] [ 790.90447203 658.30877842 3520.3520352 3737.30037303 57.99623025 2886.78369226] 0.256508 11.227698 0 11.227698 2152.010 4.684126
1998-09-30 ['AABA-201910', 'EYE-200505', 'AMZN', 'PRGN-200512', 'STAR', 'MFNXQ-200209'] [4.412694, 16.75, 18.60417, 490.5952, 19.80096, 4.09375] [4.459547, 12.53125, 21.07292, 425.0809, 25.3174, 4.734375] [3776.98219425 995.02487562 895.85650242 33.97233945 841.71003157 4071.24681934] 0.032166 8.935635 0 8.935635 2000.183 4.283104
1998-08-31 ['GMGC-200209', 'CTYA-199910', 'AMZN', 'EYE-200505', 'ATAHQ-200602', 'CYCL-200911'] [77., 23.25, 13.95833, 12., 21., 2.62203] [94.5, 23.875, 18.60417, 16.75, 23.5, 2.260066] [ 216.45021645 716.84587814 1194.03013589 1388.88888889 793.65079365 6356.3981597 ] 0.160637 8.657172 0 8.657172 1872.455 3.945734
1998-07-31 ['GMGC-200209', 'STCN', 'AMZN', 'ELNK-201702', 'DKB.B-199812', 'AEO'] [112., 73.3405, 18.47917, 14.80456, 92.11631, 3.17643] [77., 41.04377, 13.95833, 9.763742, 86.59159, 2.251647] [ 148.80952381 227.2505187 901.91641003 1125.77926441 180.93068064 5246.980625 ] -0.281520 7.458981 0 7.458981 2211.177 4.840404
1998-06-30 ['AMZN', 'PIXR-200605', 'EYE-200505', 'GEOC-199906', 'CLRP-199908', 'PSIXQ-200210'] [16.625, 30.1875, 14.875, 20.375, 10.27174, 6.5] [18.47917, 23.8125, 15.625, 22.25, 11.15217, 8.75] [1002.50626566 552.10489993 1120.44817927 817.99591002 1622.57481855 2564.1025641 ] 0.079110 10.381607 0 10.381607 2252.068 4.948410
1998-05-29 ['LHSG-200007', 'DKB.B-199812', 'NTY-201010', 'RVI-201105', 'CTYA-199910', 'STN-200711'] [57.8125, 95.80096, 17.4375, 17.8125, 15.9375, 9.29537] [65.875, 94.55193, 18.375, 21., 18.75, 9.178202] [ 288.28828829 173.97181267 955.79450418 935.67251462 1045.75163399 1793.00734308] 0.087166 9.620525 0 9.620525 2178.410 4.753856
1998-04-30 ['NTY-201010', 'AABA-201910', 'LHSG-200007', 'BBY', 'FILE-200610', 'RVI-201105'] [20., 2.026389, 60.75, 5.18148, 27.25, 19.] [17.4375, 1.865598, 57.8125, 4.794252, 27.51562, 17.8125] [ 833.33333333 8224.81106375 274.3484225 3216.58419345 611.62079511 877.19298246] -0.063886 8.849175 0 8.849175 2233.527 4.899437
1998-03-31 ['FILE-200610', 'PRTLQ-200907', 'NTY-201010', 'BBY', 'CVNS-200707', 'WCII-200104'] [24.4375, 29., 20.25, 4.918719, 35.875, 28.5] [27.25, 23.875, 20., 5.18148, 34.1875, 25.91667] [ 682.01193521 574.71264368 823.04526749 3388.41610319 464.57607433 584.79532164] -0.026374 9.453090 0 9.453090 2211.780 4.841997
1998-02-27 ['BBY', 'PRTLQ-200907', 'AMZN', 'CVNS-200707', 'WCII-200104', 'AVEI-199901'] [4.393195, 26., 6.416667, 34., 28.04167, 40.9375] [4.918719, 29., 7.125, 35.875, 28.5, 36.625] [3793.7461612 641.02564103 2597.40246247 490.19607843 594.35356976 407.12468193] 0.051924 9.709155 0 9.709155 2107.339 4.566136
1998-01-30 ['BBY', 'HARS-200010', 'PRTLQ-200907', 'STN-200711', 'AMZN', 'LCOS-200010'] [3.743205, 16.87191, 18.25, 9.29537, 4.916667, 9.546875] [4.393195, 18.26398, 26., 8.826696, 6.416667, 10.3125] [4452.51239691 987.83520459 913.24200913 1793.00734308 3389.83027866 1745.77195854] 0.169279 9.229900 0 9.229900 1966.654 4.194543
1997-12-31 ['AMZN', 'LCOS-200010', 'AABA-201910', 'HARS-200010', 'BBY', 'LGTO-200310'] [5.020833, 10.34375, 1.179842, 17.65589, 2.719816, 11.] [4.916667, 9.546875, 1.079747, 16.87191, 3.743205, 11.48438] [ 3319.50229507 1611.27895267 14126.18525757 943.97204937 6127.86551247 1515.15151515] 0.032213 7.893670 0 7.893670 1956.514 4.167760
1997-11-28 ['HARS-200010', 'DIGL-201001', 'AMZN', 'INTL-200708', 'AVEI-199901', 'IMIC-200212'] [16.87859, 20.5, 4.125, 18.82166, 27.6875, 27.25] [17.65589, 13.125, 5.020833, 17.37391, 32.5, 29.5] [ 987.44425137 813.00813008 4040.4040404 885.50460834 601.95635816 611.62079511] 0.013822 7.647326 0 7.647326 1918.093 4.066278
1997-10-31 ['CTXS', 'INTL-200708', 'PTEN', 'APEX-200006', 'TKLC-201201', 'AVEI-199901'] [9.343656, 22.32271, 11.00167, 17.16667, 20.9375, 26.5625] [9.113047, 18.82166, 7.219843, 14.66667, 18.9375, 27.6875] [1783.74146765 746.62380449 1514.92152252 970.87359789 796.0199005 627.45098039] -0.120678 7.543065 0 7.543065 1847.362 3.879456
1997-09-30 ['SPCT-200212', 'INTL-200708', 'MVK-200610', 'ASYTQ-200912', 'APEX-200006', 'WAXS-200104'] [64.125, 23.75114, 41.25, 22.1875, 25.25, 32.5] [23.5, 22.32271, 35.25, 14.5625, 17.16667, 26.5] [259.90903184 701.72070337 404.04040404 751.17370892 660.0660066 512.82051282] -0.281256 8.578277 0 8.578277 1911.570 4.049049
1997-08-29 ['AEIS', 'APEX-200006', 'MVK-200610', 'CTXS', 'TKLC-201201', 'SPCT-200212'] [31.33011, 26.66667, 32.625, 6.425254, 18.15625, 44.] [28.15981, 25.25, 41.25, 6.40935, 17.03125, 64.125] [ 531.96961858 624.99992188 510.85568327 2593.93117637 917.95754446 378.78787879] 0.083834 11.935087 0 11.935087 1808.993 3.778111
1997-07-31 ['SPCT-200212', 'WAXS-200104', 'AEIS', 'BEAS-200804', 'LHSG-200007', 'TKLC-201201'] [45.5, 28.125, 24.86517, 4.84375, 28.875, 15.375] [44., 26.5, 31.33011, 4.59375, 25., 18.15625] [ 366.3003663 592.59259259 670.28162955 3440.86021505 577.2005772 1084.01084011] 0.027390 11.011918 0 11.011918 1885.466 3.980100
1997-06-30 ['AEIS', 'BRL-200812', 'CLHI', 'AVID', 'HKNI-202011', 'TKLC-201201'] [1.529208e+01, 1.303704e+01, 1.125220e-01, 2.637500e+01, 6.216000e+04, 8.843750e+00] [2.486517e+01, 1.333333e+01, 1.102256e-01, 3.437500e+01, 5.376000e+04, 1.537500e+01] [1.08988880e+03 1.27840880e+03 1.48119183e+05 6.31911532e+02 2.68125268e-01 1.88457008e+03] 0.255839 10.718347 0 10.718347 1748.400 3.618067
1997-05-30 ['CLHI', 'TKLC-201201', 'IMNX-200207', 'JBL', 'CBO-199708', 'DELL-201310'] [8.787429e-02, 8.750000e+00, 2.614583e+00, 5.738936e+00, 1.140755e+02, 6.737835e+00] [1.125220e-01, 8.843750e+00, 3.020833e+00, 8.228261e+00, 1.241673e+02, 7.033551e+00] [1.89664880e+05 1.90476190e+03 6.37450280e+03 2.90413879e+03 1.46102070e+02 2.47359377e+03] 0.168783 8.534812 0 8.534812 1678.616 3.433745
1997-04-30 ['CLHI', 'AMD', 'TNCR-199704', 'AEIS', 'KLIC', 'BBRC-200008'] [0.05878698, 21.25, 44.375, 8.827135, 13.03665, 13.11111] [0.08787429, 20., 44.375, 12.18393, 15.71382, 13.94444] [283509.4891193 784.31372549 375.58685446 1888.11734121 1278.44704481 1271.18654841] 0.180861 7.302308 0 7.302308 1571.299 3.150288
1997-03-31 ['AMD', 'CLHI', 'JBL', 'SFAM-200212', 'HTCH-201610', 'QMCO'] [2.075000e+01, 5.296952e-02, 4.414567e+00, 3.300000e+01, 2.850000e+01, 1.301495e+02] [2.125000e+01, 5.878698e-02, 4.745659e+00, 2.425000e+01, 2.712500e+01, 1.406794e+02] [8.03212851e+02 3.14646360e+05 3.77537971e+03 5.05050505e+02 5.84795322e+02 1.28057862e+02] -0.003928 6.183884 0 6.183884 1497.534 2.955452
1997-02-28 ['SFAM-200212', 'CLHI', 'AMD', 'XCIT-199905', 'JBL', 'KLIC'] [37.25, 0.06337971, 18., 7.9375, 3.249611, 12.33826] [33., 0.05296952, 20.75, 5.375, 4.414567, 9.835689] [ 447.42729306 262965.33491028 925.92592593 2099.73753281 5128.81900839 1350.81175682] -0.048790 6.208271 0 6.208271 1568.509 3.142919
1997-01-31 ['APM-200001', 'JBL', 'ESST-200806', 'QMCO', 'RDRTQ-200508', 'CLHI'] [5.525000e+01, 4.635294e+00, 3.167126e+01, 1.280435e+02, 1.650000e+02, 5.664371e-02] [3.850000e+01, 3.249611e+00, 2.567940e+01, 1.339402e+02, 1.537500e+02, 6.337971e-02] [3.01659125e+02 3.59560077e+03 5.26239457e+02 1.30164098e+02 1.01010101e+02 2.94236848e+05] -0.115752 6.526710 0 6.526710 1566.796 3.138394
1996-12-31 ['CTN-199702', 'JBL', 'SCOP-199805', 'APM-200001', 'APCC-200702', 'ENCD-200201'] [52., 3.924059, 31., 30., 12.78524, 41.25] [23.75, 4.635294, 33.5, 55.25, 12.66794, 31.5] [ 320.51282051 4247.30277161 537.6344086 555.55555556 1303.58653155 404.04040404] 0.052459 7.381082 0 7.381082 1484.639 2.921392
1996-11-29 ['CTN-199702', 'MANU-200607', 'TTI-199703', 'UHAL', 'SAMC-200201', 'WDC'] [35.625, 9.3125, 11.875, 42.14322, 37.875, 21.57519] [52., 9.9375, 11.75, 31.2172, 38.375, 22.82956] [ 467.83625731 1789.70917226 1403.50877193 395.47682087 440.0440044 772.49223143] 0.054720 7.013177 0 7.013177 1502.738 2.969197
1996-10-31 ['EAGL-199904', 'VIAS-200008', 'CTN-199702', 'MANU-200607', 'MTZ', 'RSYS-201812'] [28.625, 49.25, 27.8125, 10.75, 21.61111, 42.5] [24.375, 45.25, 35.625, 9.3125, 21., 30.5] [ 582.24163028 338.40947547 599.25093633 1550.3875969 771.20826587 392.15686275] -0.065524 6.649328 0 6.649328 1403.724 2.707670
1996-09-30 ['SYSF-199903', 'ENCD-200201', 'MANU-200607', 'VNTV-199912', 'RSYS-201812', 'MTZ'] [34.25, 41.875, 10.0625, 32.375, 33., 15.22222] [28.25, 41., 10.75, 33., 42.5, 21.61111] [ 486.61800487 398.00995025 1656.31469979 514.8005148 505.05050505 1094.89067079] 0.099856 7.115566 0 7.115566 1378.524 2.641109
1996-08-30 ['SYSF-199903', 'WTSLQ-201512', 'MTZ', 'IMAT-200112', 'ZOLT-201402', 'ETEC-200003'] [32.5, 16.22384, 13.11111, 6.25, 31.875, 30.5] [34.25, 16.0016, 15.22222, 4.625, 38., 34.] [ 512.82051282 1027.29481224 1271.18654841 2666.66666667 522.87581699 546.44808743] 0.041346 6.469543 0 6.469543 1307.370 2.453170
1996-07-31 ['WTSLQ-201512', 'RSYS-201812', 'CFS-201012', 'CTYS-199805', 'SYSF-199903', 'AEO'] [10.61217, 23.5, 19.25, 33., 18.125, 0.5182362] [16.22384, 24.75, 19.375, 27.5, 32.5, 0.586143] [ 1570.52390479 709.21985816 865.8008658 505.05050505 919.54022989 32160.36754412] 0.224325 6.212674 0 6.212674 1268.877 2.351498
1996-06-28 ['JTS-199805', 'SYSF-199903', 'IOM-200806', 'CONC-199908', 'AEO', 'SCLN-201710'] [5.75, 23.5, 40.58979, 40., 0.5110881, 13.875] [5.5, 18.125, 23.26915, 35., 0.5182362, 12.125] [ 2898.55072464 709.21985816 410.61229109 416.66666667 32610.16381846 1201.2012012 ] -0.156011 5.074365 0 5.074365 1338.969 2.536632
1996-05-31 ['IOM-200806', 'JTS-199805', 'CHRS-201206', 'RATL-200302', 'SYSF-199903', 'MPS-201001'] [61.75946, 8.125, 8., 15.53125, 23.375, 31.5] [40.58979, 5.75, 7., 13.4375, 23.5, 27.25] [ 269.86419031 2051.28205128 2083.33333333 1073.10529846 713.01247772 529.1005291 ] -0.170744 6.012359 0 6.012359 1343.307 2.548090
1996-04-30 ['IOM-200806', 'MPS-201001', 'CHKAQ-202102', 'CNTO-199910', 'RATL-200302', 'ABRX-199907'] [38.31536, 29.75, 3746.359, 40., 13.34375, 31.25] [61.75946, 31.5, 4064.071, 35.375, 15.53125, 31.375] [ 434.98656066 560.22408964 4.4487639 416.66666667 1249.02419984 533.33333333] 0.134635 7.250308 0 7.250308 1309.787 2.459554
1996-03-29 ['MPS-201001', 'IOM-200806', 'CNTO-199910', 'IDEV-200903', 'APLX-200710', 'CHZS-201212'] [25.25, 17.93299, 36.125, 37.125, 35., 0.2005582] [29.75, 38.31536, 40., 39.375, 39., 0.2682965] [ 660.0660066 929.38582281 461.36101499 448.93378227 476.19047619 83101.39733338] 0.322452 6.389991 0 6.389991 1285.414 2.395177
1996-02-29 ['MPS-201001', 'CUBE-200106', 'RSAS-200609', 'APLX-200710', 'ASND-199906', 'SVNTQ-201405'] [17.66667, 28.88082, 19.375, 39.75, 45.25, 8.125] [25.25, 21.66061, 17.66667, 35., 54., 6.5] [ 943.39604842 577.084261 860.21505376 419.28721174 368.32412523 2051.28205128] -0.005842 4.831928 0 4.831928 1272.621 2.361387
1996-01-31 ['MPS-201001', 'CUBE-200106', 'CHKAQ-202102', 'BDC', 'RSAS-200609', 'CNTO-199910'] [15.33333, 24.75499, 2449.033, 35.60821, 19.08333, 34.25] [17.66667, 28.88082, 2190.892, 31.76414, 19.375, 29.125] [1086.95675803 673.26493231 6.80540714 468.05685168 873.36259797 486.61800487] -0.004812 4.860323 0 4.860323 1254.122 2.312525
1995-12-29 ['CUBE-200106', 'MPS-201001', 'ASND-199906', 'EYE-200505', 'PAIR-200006', 'AN'] [25.78644, 14.66667, 40.5625, 9.75, 13.6875, 16.30548] [24.75499, 15.33333, 38.875, 9.03125, 11.8125, 14.16151] [ 646.33453345 1136.3633781 410.88854648 1709.4017094 1217.65601218 1022.15124404] -0.063057 4.883822 0 4.883822 1218.748 2.219091
1995-11-30 ['QDEK-199810', 'CUBE-200106', 'ASND-199906', 'CCHIA-199601', 'NETC-199801', 'XLGX-199512'] [32., 20.68073, 35.75, 54.5, 73., 71.] [27.5, 25.78644, 40.5625, 55.25, 36., 58.75] [520.83333333 805.90320877 466.2004662 305.81039755 228.31050228 234.74178404] -0.070792 5.212505 0 5.212505 1199.160 2.167353
1995-10-31 ['AN', 'APM-200001', 'CEPH-201110', 'WOLF', 'XLGX-199512', 'ASND-199906'] [9.704301, 15.375, 30., 6.125, 69.125, 32.5] [12.13038, 15.5, 27.75, 4.625, 71., 35.75] [1717.45153687 1084.01084011 555.55555556 2721.08843537 241.10910187 512.82051282] 0.010893 5.609620 0 5.609620 1148.235 2.032845
1995-09-29 ['AN', 'WOLF', 'APM-200001', 'QDEK-199810', 'IDNX-200608', 'CEPH-201110'] [10.43777, 6.1875, 15.625, 19.375, 13., 27.5] [9.704301, 6.125, 15.375, 21.375, 11.75, 30.] [1596.76508169 2693.6026936 1066.66666667 860.21505376 1282.05128205 606.06060606] 0.000268 5.549173 0 5.549173 1158.237 2.059263
1995-08-31 ['WOLF', 'AN', 'TLZ-200008', 'QDEK-199810', 'APM-200001', 'IOM-200806'] [6.8125, 9.59146, 19.875, 17.5, 11.5, 5.540273] [6.1875, 10.43777, 20.375, 19.375, 15.625, 5.277839] [2446.48318043 1737.65690173 838.57442348 952.38095238 1449.27536232 3008.27534431] 0.073353 5.547685 0 5.547685 1115.031 1.945143
1995-07-31 ['AN', 'TLZ-200008', 'WOLF', 'IOM-200806', 'CNXS-200612', 'BBRC-200008'] [9.986403, 21.125, 4.8125, 6.473372, 20.70976, 9.555555] [9.59146, 19.875, 6.8125, 5.540273, 14.12573, 9.777778] [1668.93591884 788.95463511 3463.2034632 2574.64991455 804.77353029 1744.18614792] -0.020324 5.168555 0 5.168555 1105.221 1.919231
1995-06-30 ['MEDI-200706', 'CNMW-199704', 'SEPR-200910', 'IONS', 'KLIC', 'REGN'] [2.395833, 14.25, 6.75, 12.625, 15.42283, 9.] [1.5, 17.125, 7.4375, 13., 19.08938, 13.] [6956.52270699 1169.59064327 2469.13580247 1320.1320132 1080.64905511 1851.85185185] 0.106929 5.275779 0 5.275779 1062.554 1.806535
1995-05-31 ['SEPR-200910', 'CNMW-199704', 'PRST-201210', 'HELX-200510', 'TCA-200102', 'ASND-199906'] [6., 12.625, 29., 14.78596, 25.25, 9.6875] [6.75, 14.25, 25.5, 16.73148, 24.41667, 12.625] [2777.77777778 1320.1320132 574.71264368 1127.19543856 660.0660066 1720.43010753] 0.089137 4.766139 0 4.766139 1032.690 1.727655
1995-04-28 ['CDV.A-199506', 'TWX-201806', 'SDRC-200108', 'PRST-201210', 'ALMC', 'ASND-199906'] [5.625, 2.207928, 12.125, 20.75, 35.21696, 9.625] [6., 1.696117, 13.75, 29., 36.29724, 9.6875] [2962.96296296 7548.55532729 1374.57044674 803.21285141 473.25682474 1731.6017316 ] 0.067273 4.376067 0 4.376067 996.490 1.632039
1995-03-31 ['ALTC-199602', 'ALMC', 'ASND-199906', 'PAIR-200006', 'MCSY-199711', 'STRM-199607'] [44.75, 36.72935, 8.09375, 5.96875, 21.75, 21.5] [38.375, 35.21696, 9.625, 5.3125, 22., 18.375] [ 372.43947858 453.76971459 2059.2020592 2792.32111693 766.2835249 775.19379845] -0.039708 4.100231 0 4.100231 971.100 1.564976
1995-02-28 ['IDCC', 'ALMC', 'ALTC-199602', 'CPU-200003', 'MACR-200512', 'PAIR-200006'] [8.598413, 33.05641, 34.75, 4.71875, 14.6875, 5.625] [4.899096, 36.72935, 44.75, 4.53125, 16.875, 5.96875] [1938.34218787 504.18864803 479.61630695 3532.00883002 1134.75177305 2962.96296296] 0.023160 4.269775 0 4.269775 947.530 1.502721
1995-01-31 ['IDCC', 'ALMC', 'ASND-199906', 'MACR-200512', 'NETM-200806', 'MEGZ-199502'] [8.498431, 23.11788, 6.375, 12.25, 133.4375, 16.25] [8.598413, 33.05641, 6.78125, 14.6875, 126.875, 17.625] [1961.14631826 720.94269313 2614.37908497 1360.54421769 124.90241998 1025.64102564] 0.123302 4.173125 0 4.173125 910.390 1.404622
1994-12-30 ['STRM-199607', 'ASND-199906', 'MACR-200512', 'NETM-200806', 'ALMC', 'NWK-201208'] [17.5, 5.09375, 12.75, 141.75, 18.00458, 24.] [17.875, 6.375, 12.25, 133.4375, 23.11788, 24.375] [ 952.38095238 3271.98364008 1307.18954248 117.57789536 925.69038915 694.44444444] 0.079122 3.715052 0 3.715052 890.870 1.353064
1994-11-30 ['ALMC', 'TNCR-199704', 'NWK-201208', 'STRM-199607', 'CCBL-200712', 'CBRA-199601'] [18.8688, 22.1875, 20.75, 14.0625, 12.75, 36.] [18.00458, 19.25, 24., 17.5, 15.5, 35.75] [ 883.29234857 751.17370892 803.21285141 1185.18518519 1307.18954248 462.96296296] 0.071936 3.442663 0 3.442663 877.210 1.316984
1994-10-31 ['CCBL-200712', 'CYT-201512', 'NWK-201208', 'GDC-200108', 'STRM-199607', 'TNCR-199704'] [13.3125, 6.228062, 21.75, 33.375, 14.15625, 22.] [12.75, 5.734374, 20.75, 27.625, 14.0625, 22.1875] [1251.95618153 2676.05985083 766.2835249 499.37578027 1177.33627667 757.57575758] -0.056314 3.211630 0 3.211630 910.430 1.404728
1994-09-30 ['CCBL-200712', 'TNCR-199704', 'CYT-201512', 'HOG-199805', 'STX-199608', 'ACY-199411'] [9.8125, 18.625, 5.525506, 15.25, 13.5, 99.5] [13.3125, 22., 6.228062, 14.625, 12.125, 98.75] [1698.51380042 894.85458613 3016.31500657 1092.89617486 1234.56790123 167.5041876 ] 0.085778 3.403282 0 3.403282 895.620 1.365610
1994-08-31 ['ENCC-199704', 'HOG-199805', 'STRM-199607', 'GSB-200211', 'CCIL-199903', 'ACY-199411'] [4.25, 17.5, 9.5, 10.76889, 23.83333, 96.4804] [4.5, 15.25, 9.3125, 9.640723, 26.16667, 99.5] [3921.56862745 952.38095238 1754.38596491 1547.66802026 699.30079711 172.74665804] -0.010841 3.134417 0 3.134417 915.080 1.417010
1994-07-29 ['ENCC-199704', 'HOG-199805', 'CCIL-199903', 'SELA-200702', 'XCL-199912', 'STX-199608'] [4.25, 17.25, 22.16667, 16.69154, 17.8125, 9.125] [4.25, 17.5, 23.83333, 15.52129, 17.8125, 11.] [3921.56862745 966.18357488 751.87958618 998.50982394 935.67251462 1826.48401826] 0.037508 3.168770 0 3.168770 876.860 1.316059
1994-06-30 ['ABE-199506', 'STX-199608', 'HOG-199805', 'IO', 'ANDV-201809', 'HSX-199407'] [7.25, 9.375, 11.5, 178.125, 4.494141, 13.5] [7.25, 9.125, 17.25, 151.875, 4.287514, 13.625] [2298.85057471 1777.77777778 1449.27536232 93.56725146 3708.53221264 1234.56790123] 0.048208 3.054212 0 3.054212 850.500 1.246434
1994-05-31 ['IO', 'HNT-201603', 'MME-200402', 'STX-199608', 'ABE-199506', 'CNTX-199406'] [193.125, 34.125, 24.1875, 9., 7.375, 11.] [178.125, 25.125, 22.25, 9.375, 7.25, 10.875] [ 86.29989213 488.4004884 689.06115418 1851.85185185 2259.88700565 1515.15151515] -0.068026 2.913746 0 2.913746 874.440 1.309667
1994-04-29 ['AMES-200108', 'BDT-199909', 'MME-200402', 'IO', 'HNT-201603', 'IDTI-201903'] [5.125, 41.37944, 25.5625, 176.25, 27.625, 15.0625] [4.125, 30.88378, 24.1875, 193.125, 34.125, 14.4375] [3252.03252033 402.77651574 651.99674002 94.56264775 603.31825038 1106.50069156] -0.035502 3.126424 0 3.126424 864.910 1.284496
1994-03-31 ['WDC', 'AMES-200108', 'BDT-199909', 'SPLKA-199412', 'GCR.A-200204', 'MME-200402'] [6.773606, 5.25, 31.72826, 2.25, 4.875, 18.875] [6.322032, 5.125, 41.37944, 2., 4.875, 25.5625] [2460.53087036 3174.6031746 525.29406487 7407.40740741 3418.8034188 883.00220751] 0.076150 3.241504 0 3.241504 855.130 1.258663
1994-02-28 ['SPLKA-199412', 'MCOM-200107', 'GCR.A-200204', 'WDC', 'ENR-199810', 'VRCC-201509'] [2.5, 29.5, 5.5, 6.071158, 24.5, 116.25] [2.25, 21., 4.875, 6.773606, 22.25, 117.] [6666.66666667 564.97175141 3030.3030303 2745.22037915 680.27210884 143.36917563] -0.078576 3.012130 0 3.012130 894.230 1.361939
1994-01-31 ['WDC', 'SPLKA-199412', 'DPGE-199601', 'VRCC-201509', 'PDLI-202012', 'ENR-199810'] [4.816786, 2.75, 48., 104.25, 1.044265, 23.5] [6.071158, 2.5, 54.5, 116.25, 0.9076731, 24.5] [ 3460.12188764 6060.60606061 347.22222222 159.87210232 15960.1889048 709.21985816] 0.055297 3.268994 0 3.268994 916.370 1.420417
1993-12-31 ['UC-199903', 'AVNW', 'DPGE-199601', 'SPLKA-199412', 'MCOM-200107', 'SAFT-200007'] [16.95191, 357., 39.75, 2.375, 24., 32.5] [18.77585, 330., 48., 2.75, 23.25, 32.25] [ 983.17338086 46.6853408 419.28721174 7017.54385965 694.44444444 512.82051282] 0.059744 3.097699 0 3.097699 889.160 1.348547
1993-11-30 ['JTS-199805', 'UC-199903', 'DPGE-199601', 'GOTK-199806', 'MCOM-200107', 'TCA-200102'] [9., 15.62551, 40.5, 16., 23.5, 14.] [5.75, 16.95191, 39.75, 15.75, 24., 12.] [1851.85185185 1066.6318518 411.52263374 1041.66666667 709.21985816 1190.47619048] -0.071991 2.923064 0 2.923064 872.040 1.303328
1993-10-29 ['JTS-199805', 'DPGE-199601', 'UC-199903', 'TIGO', 'MCOM-200107', 'EDCI-202003'] [8.5, 73.5, 15.62551, 14.1487, 28., 1.834601] [9., 40.5, 15.62551, 13.29294, 23.5, 1.50235] [1960.78431373 226.75736961 1066.6318518 1177.96452442 595.23809524 9084.62748394] -0.132076 3.149824 0 3.149824 885.740 1.339514
1993-09-30 ['NTLDQ-200301', 'DPGE-199601', 'JTS-199805', 'EDCI-202003', 'TIGO', 'UC-199903'] [13.5, 47., 5.125, 1.70459, 11.52435, 12.73586] [13.86, 73.5, 8.5, 1.834601, 14.1487, 15.62551] [1234.56790123 354.60992908 3252.03252033 9777.52225853 1446.21316314 1308.64085085] 0.296653 3.629147 0 3.629147 873.260 1.306550
1993-08-31 ['SSC-200007', 'NTLDQ-200301', 'INVI-199705', 'EDCI-202003', 'DPGE-199601', 'TIGO'] [24., 9., 15.5, 1.324187, 29.25, 10.49743] [18., 13.5, 13.625, 1.70459, 47., 11.52435] [ 694.44444444 1851.85185185 1075.2688172 12586.33913992 569.8005698 1587.69019338] 0.186828 2.798858 0 2.798858 873.390 1.306894
1993-07-30 ['SSC-200007', 'MRL-200109', 'CHC-199409', 'JTS-199805', 'INVI-199705', 'ADP-200010'] [27., 7.75, 5.125, 4.125, 11.625, 8.007012] [24., 7.875, 6., 4., 15.5, 7.462846] [ 617.28395062 2150.53763441 3252.03252033 4040.4040404 1433.69175627 2081.50889079] 0.051803 2.358268 0 2.358268 840.710 1.220576
1993-06-30 ['SSC-200007', 'JTS-199805', 'KOIL-199502', 'EDCI-202003', 'WSN-199504', 'VALPQ-202104'] [20., 4.125, 22.25, 0.8234035, 15.875, 16.61876] [27., 4.125, 15.875, 0.7463599, 17.375, 18.12956] [ 833.33333333 4040.4040404 749.06367041 20241.18997146 1049.8687664 1002.88268599] 0.025886 2.242119 0 2.242119 842.140 1.224353
1993-05-31 ['KOIL-199502', 'LNW', 'WSN-199504', 'GND-199812', 'GDC-200108', 'OAK-200001'] [23., 15.75, 15.125, 32., 14.625, 22.75] [22.25, 15.66667, 15.875, 22., 14.5, 27.] [ 724.63768116 1058.2010582 1101.92837466 520.83333333 1139.6011396 732.6007326 ] -0.020424 2.185545 0 2.185545 836.640 1.209826
1993-04-30 ['WHXCQ-200507', 'SPCL-199504', 'LNW', 'GDC-200108', 'GND-199812', 'QVCN-199502'] [32.625, 3.5, 11., 10.5, 26.66667, 52.5] [38.25, 4.5, 15.75, 14.625, 32., 68.] [ 510.85568327 4761.9047619 1515.15151515 1587.3015873 624.99992188 317.46031746] 0.296340 2.231114 0 2.231114 813.270 1.148098
1993-03-31 ['ALC-199508', 'GDC-200108', 'QVCN-199502', 'LNW', 'SOTA-199803', 'QCOM'] [16.625, 11.25, 57., 10.58333, 11.5, 0.9927101] [17.75, 10.5, 52.5, 11., 9., 0.9218022] [ 1002.50626566 1481.48148148 292.39766082 1574.80364561 1449.27536232 16789.05721486] -0.054566 1.721087 0 1.721087 835.380 1.206498
1993-02-26 ['DIGI-199809', 'TAC-200105', 'TMAX-199312', 'BSN-199801', 'GDC-200108', 'ARGO'] [13.0625, 22.5, 7.625, 9., 8., 102.7897] [13.625, 19.5, 7.25, 7.5, 11.25, 98.79783] [1275.91706539 740.74074074 2185.79234973 1851.85185185 2083.33333333 162.14335353] 0.010216 1.820419 0 1.820419 815.070 1.152853
1993-01-29 ['DIGI-199809', 'TAC-200105', 'TMAX-199312', 'TWRX-199405', 'ELK-200703', 'BSN-199801'] [13.5, 23.5, 8.375, 8.625, 9.796889, 8.375] [13.0625, 22.5, 7.625, 6.75, 11.49635, 9.] [1234.56790123 709.21985816 1990.04975124 1932.36714976 1701.22032276 1990.04975124] -0.022301 1.802010 0 1.802010 809.790 1.138906
1992-12-31 ['DIGI-199809', 'BSN-199801', 'TWRX-199405', 'TMAX-199312', 'ALC-199508', 'MCRS-201409'] [11., 9.125, 7.5, 8.5, 14., 2.53125] [13.5, 8.375, 8.625, 8.375, 14.5, 1.984375] [1515.15151515 1826.48401826 2222.22222222 1960.78431373 1190.47619048 6584.36213992] 0.016673 1.843114 0 1.843114 801.930 1.118146
1992-11-30 ['DIGI-199809', 'MCRS-201409', 'STAR-200612', 'BSN-199801', 'TMAX-199312', 'SE-200511'] [9.25, 2.46875, 12.70008, 8.75, 7.75, 16.25] [11., 2.53125, 14.93252, 9.125, 8.5, 15.] [1801.8018018 6751.05485232 1312.32769137 1904.76190476 2150.53763441 1025.64102564] 0.075499 1.812887 0 1.812887 787.830 1.080903
1992-10-30 ['DIGI-199809', 'STAR-200612', 'TAC-200105', 'SNPX-199410', 'MXP-199708', 'ALX'] [8.625, 11.31101, 14., 20.33333, 8.75, 13.8981] [9.25, 12.70008, 12.25, 21.58333, 5., 15.76183] [1932.36714976 1473.49057835 1190.47619048 819.67226552 1904.76190476 1199.20468745] -0.027121 1.685623 0 1.685623 756.700 0.998679
1992-09-30 ['AMZ-200412', 'MXP-199708', 'STAR-200612', 'CSFCA-199601', 'XCL-199912', 'DIGI-199809'] [19.19358, 12., 12.3032, 11.64444, 27.1875, 6.0625] [19.43966, 8.75, 11.31101, 12.53333, 24.375, 8.625] [ 868.34590872 1388.88888889 1354.66111797 1431.29825622 613.02681992 2749.14089347] 0.009485 1.732613 0 1.732613 749.240 0.978975
1992-08-31 ['MXP-199708', 'STAR-200612', 'DFSE-199301', 'CSFCA-199601', 'ETV-200011', 'AMZ-200412'] [9.875, 9.128182, 29.07646, 9.68889, 4.75, 14.95163] [12., 12.3032, 28.57729, 11.64444, 6., 19.19358] [1687.76371308 1825.84732279 573.20136862 1720.18328897 3508.77192982 1114.70566531] 0.215759 1.716334 0 1.716334 739.370 0.952905
1992-07-31 ['LNW', 'CSFCA-199601', 'ETV-200011', 'CNMW-199704', 'BYI-201411', 'MIDL-199512'] [3.833333, 12.08889, 5.125, 5.75, 6.78125, 16.39408] [3., 9.68889, 4.75, 5., 4.59375, 12.9238] [4347.82646503 1378.67634387 3252.03252033 2898.55072464 2457.75729647 1016.6271402 ] -0.192298 1.411739 0 1.411739 755.700 0.996038
1992-06-30 ['GRTR-199709', 'MIDL-199512', 'MLTF-199307', 'PBCT-202204', 'DFSE-199301', 'WEN'] [3.456409, 14.00078, 15., 0.2565088, 28.40323, 1.48095] [3.703295, 16.39408, 16.25, 0.2885724, 29.95, 1.423251] [ 4821.96020976 1190.40986764 1111.11111111 64975.02879693 586.78772332 11254.03738591] 0.077700 1.747845 0 1.747845 726.390 0.918621
1992-05-29 ['ICAD', 'KTCC', 'NTK-200301', 'SXCL-201702', 'MLTF-199307', 'FFBK-199212'] [70.625, 7.25, 6.375, 42.87622, 16., 44.375] [51.875, 6.125, 5.5, 44.08062, 15., 48.5] [ 235.98820059 2298.85057471 2614.37908497 388.7158585 1041.66666667 375.58685446] -0.083228 1.621830 0 1.621830 739.660 0.953671
1992-04-30 ['NTK-200301', 'WAH-199205', 'PAR', 'NSCC-199906', 'KTCC', 'WEN'] [5.875, 7.125, 5.75, 5.596481, 6.125, 1.375679] [6.375, 6.75, 5.166667, 5.165983, 7.25, 1.384785] [ 2836.87943262 2339.18128655 2898.55072464 2978.061869 2721.08843537 12115.22940066] 0.007399 1.769065 0 1.769065 734.770 0.940755
1992-03-31 ['WEN', 'ASCL-200504', 'NSCC-199906', 'WAH-199205', 'DOUG-199610', 'HTCH-201610'] [1.337466, 14.375, 5.309483, 6.625, 24.08259, 9.166667] [1.375679, 16.875, 5.596481, 7.125, 26.27192, 8.5] [12461.3759652 1159.42028986 3139.03757987 2515.72327044 692.06288305 1818.18175207] 0.058365 1.756071 0 1.756071 720.150 0.902139
1992-02-28 ['MSEL-201308', 'ASCL-200504', 'CMSI-199812', 'BSBL-199805', 'VRA-199411', 'APFC-201402'] [138.75, 14.125, 13.375, 19.5, 15.2381, 38.28571] [126.25, 14.375, 9.75, 17.25, 14.04762, 32.54285] [ 120.12012012 1179.94100295 1246.105919 854.7008547 1093.7496582 435.32343181] -0.114488 1.659230 0 1.659230 736.470 0.945246
1992-01-31 ['CMSI-199812', 'CYTR', 'SEQU-199903', 'VRA-199411', 'ASCL-200504', 'BSBL-199805'] [15.25, 1357.125, 22.75, 20., 12.25, 16.375] [13.375, 1284.745, 19.75, 15.2381, 14.125, 19.5] [1092.89617486 12.28086334 732.6007326 833.33333333 1360.54421769 1017.81170483] -0.033724 1.873752 0 1.873752 726.810 0.919731
1991-12-31 ['BSBL-199805', 'CMSI-199812', 'OCHTQ-201205', 'SEQU-199903', 'MSEL-201308', 'ICN-199411'] [1.5625e+01, 1.3125e+01, 1.5700e+04, 1.8500e+01, 9.1250e+01, 1.8000e+01] [16.375, 15.25, 15000., 22.75, 105., 23.625] [1.06666667e+03 1.26984127e+03 1.06157113e+00 9.00900901e+02 1.82648402e+02 9.25925926e+02] 0.143039 1.939149 0 1.939149 731.770 0.932831
1991-11-29 ['PLX-200407', 'CMSI-199812', 'ICN-199411', 'MTOX-201207', 'SGII-199506', 'MEDI-200706'] [7.380467, 12., 17.875, 57.20695, 170., 5.75] [5.304676, 13.125, 18., 48.50154, 155., 7.291667] [2258.21301913 1388.88888889 932.4009324 291.33989256 98.03921569 2898.55072464] -0.025467 1.696485 0 1.696485 657.930 0.737797
1991-10-31 ['OCHTQ-201205', 'ROIX', 'MEDI-200706', 'SHYF', 'PLX-200407', 'SGII-199506'] [2.370000e+04, 4.125000e+01, 8.750000e+00, 4.697535e+00, 7.933015e+00, 1.875000e+02] [1.370000e+04, 3.125000e+01, 5.750000e+00, 3.115207e+00, 7.380467e+00, 1.700000e+02] [7.03234880e-01 4.04040404e+02 1.90476190e+03 3.54796008e+03 2.10092464e+03 8.88888889e+01] -0.251175 1.740820 0 1.740820 684.150 0.807052
1991-09-30 ['CATO', 'SHYF', 'OCHTQ-201205', 'OIL-200108', 'BBY', 'AEE-199507'] [1.727040e+00, 3.527272e+00, 1.290000e+04, 4.225000e+01, 7.683098e-01, 1.412500e+01] [2.178425e+00, 4.697535e+00, 2.370000e+04, 4.437500e+01, 7.683098e-01, 1.662500e+01] [9.65042307e+03 4.72508688e+03 1.29198966e+00 3.94477318e+02 2.16926384e+04 1.17994100e+03] 0.276273 2.324735 0 2.324735 672.880 0.777285
1991-08-30 ['CATO', 'ROIX', 'SHYF', 'ARTG-199805', 'STRR-199808', 'OIL-200108'] [1.491534, 22.5, 3.560237, 15.57988, 2.125, 38.375] [1.72704, 20., 3.527272, 14.84958, 2., 42.25] [11174.17817272 740.74074074 4681.33628932 1069.75577903 7843.1372549 434.31053203] 0.005467 1.821503 0 1.821503 680.650 0.797808
1991-07-31 ['CATO', 'ROIX', 'OIL-200108', 'MTOX-201207', 'STRR-199808', 'AIKI'] [1.530785e+00, 1.437500e+01, 3.425000e+01, 3.357799e+01, 2.000000e+00, 5.442665e+04] [1.491534e+00, 2.250000e+01, 3.837500e+01, 2.735985e+01, 2.125000e+00, 4.639649e+04] [1.08876600e+04 1.15942029e+03 4.86618005e+02 4.96356889e+02 8.33333333e+03 3.06222534e-01] 0.064965 1.811599 0 1.811599 662.910 0.750951
1991-06-28 ['CATO', 'AIKI', 'CCAR-199906', 'EECN-200009', 'FINX-199301', 'ADD.A-199209'] [1.138276e+00, 5.888785e+04, 2.500000e+00, 3.812500e+01, 2.375000e+00, 2.250000e+00] [1.530785e+00, 5.442665e+04, 2.750000e+00, 4.500000e+01, 2.000000e+00, 2.125000e+00] [1.46420259e+04 2.83023861e-01 6.66666667e+03 4.37158470e+02 7.01754386e+03 7.40740741e+03] 0.055991 1.701088 0 1.701088 633.020 0.672002
1991-05-31 ['CATO', 'EECN-200009', 'AEGN-202105', 'RPC-199912', 'DGN-199910', 'AURA-199906'] [1.000898, 53.125, 11.625, 11.5, 16.625, 6.875] [1.138276, 38.125, 11.375, 10., 14.875, 6.] [16651.71342801 313.7254902 1433.69175627 1449.27536232 1002.50626566 2424.24242424] -0.088262 1.610892 0 1.610892 663.290 0.751955
1991-04-30 ['EECN-200009', 'IMMU-202010', 'HICI-199307', 'AURA-199906', 'LIPO-200005', 'PTEC-201011'] [45.625, 6.875, 6.875, 7.625, 8.375, 7.25] [53.125, 7.375, 6., 6.875, 8.5, 8.] [ 365.29680365 2424.24242424 2424.24242424 2185.79234973 1990.04975124 2298.85057471] 0.021642 1.766837 0 1.766837 636.940 0.682356
1991-03-29 ['LIPO-200005', 'GSOF-199809', 'SIE-200802', 'IMMU-202010', 'OCLB-199104', 'PTEC-201011'] [10.75, 25.25, 4.666667, 7.25, 31.875, 8.375] [8.375, 20.75, 4.5, 6.875, 33.875, 7.25] [1550.3875969 660.0660066 3571.42831633 2298.85057471 522.87581699 1990.04975124] -0.093028 1.729410 0 1.729410 636.280 0.680613
1991-02-28 ['LIPO-200005', 'VSTR-199502', 'SYGN-199412', 'SIE-200802', 'BORL-200907', 'ANDA-199812'] [9.5, 8., 23.08333, 3.375, 48.25, 27.] [10.75, 6.75, 23.66667, 4.666667, 58., 23.25] [1754.38596491 2083.33333333 722.02176491 4938.27160494 345.42314335 617.28395062] 0.074417 1.906796 0 1.906796 618.010 0.632356
1991-01-31 ['TMED-202003', 'BORL-200907', 'SUMH-199404', 'SIE-200802', 'ASTA-199708', 'FHCC-200501'] [806.25, 50., 3.784992, 2.8125, 23.5, 2.796875] [825., 48.25, 3.784992, 3.375, 24.5, 3.28125] [ 20.67183463 333.33333333 4403.35585033 5925.92592593 709.21985816 5959.03165736] 0.067332 1.774727 0 1.774727 574.970 0.518674
1990-12-31 ['LCRD-201101', 'LIPO-200005', 'DVIXQ-201110', 'SIE-200802', 'LIFE-200603', 'CRRS-200010'] [4.125, 3.25, 10.75, 2.291667, 6.083333, 11.125] [4.5, 4.5, 11.5, 2.8125, 6.166667, 8.875] [4040.4040404 5128.20512821 1550.3875969 7272.72621488 2739.72617752 1498.12734082] 0.097336 1.662769 0 1.662769 547.420 0.445906
1990-11-30 ['LIPO-200005', 'DVIXQ-201110', 'SIA-200006', 'CBOT-199508', 'BARD-199012', 'SLTI-200212'] [2.875, 11.625, 10.625, 7.365831, 63., 88.33333] [3.25, 10.75, 10.5, 7.181685, 67., 91.25] [5797.10144928 1433.69175627 1568.62745098 2262.70011716 264.55026455 188.6792524 ] 0.019152 1.515278 0 1.515278 531.060 0.402694
1990-10-31 ['CBOT-199508', 'SMNA-199012', 'DVIXQ-201110', 'BARD-199012', 'MTH', 'CST-199902'] [5.340228, 10.875, 10.5, 63.24802, 1.715707, 17.5] [7.365831, 18.75, 11.625, 63., 1.87168, 18.5] [3120.96537202 1532.56704981 1587.3015873 263.51286043 9714.16836713 952.38095238] 0.225787 1.486802 0 1.486802 496.930 0.312546
1990-09-28 ['SGII-199506', 'CBOT-199508', 'SIA-200006', 'SMNA-199012', 'DVIXQ-201110', 'ABN-199908'] [70., 6.260956, 9., 10.375, 9.125, 2.5] [57.5, 5.340228, 7.625, 10.875, 10.5, 1.75] [ 238.0952381 2662.00028664 1851.85185185 1606.42570281 1826.48401826 6666.66666667] -0.096588 1.212937 0 1.212937 500.860 0.322927
1990-08-31 ['SGII-199506', 'CBOT-199508', 'DVIXQ-201110', 'SIA-200006', 'GISH-200304', 'XSIR-199405'] [55., 6.905467, 11.375, 9.125, 12.75, 12.375] [70., 6.260956, 9.125, 9., 12.25, 12.25] [ 303.03030303 2413.54663872 1465.2014652 1826.48401826 1307.18954248 1346.8013468 ] -0.013571 1.342618 0 1.342618 528.980 0.397200
1990-07-31 ['CBOT-199508', 'TSLH-199303', 'LSCP-200607', 'STT-199311', 'SGII-199506', 'BAMI-199207'] [9.207289, 2.75, 25.75, 8.25, 40., 8.625] [6.905467, 2., 22.25, 6.5, 55., 5.125] [1810.16004458 6060.60606061 647.24919094 2020.2020202 416.66666667 1932.36714976] -0.150261 1.361089 0 1.361089 583.920 0.542314
1990-06-29 ['FSCX-199806', 'HAXS-201204', 'EMBR-199402', 'CLBD-199204', 'ASII-199007', 'SPCL-199504'] [1.25, 38.63636, 37.5, 2.75, 8., 4.125] [1.0625, 46.59091, 25., 3., 8.125, 3.25] [13333.33333333 431.37258962 444.44444444 6060.60606061 2083.33333333 4040.4040404 ] -0.063840 1.601774 0 1.601774 590.380 0.559377
1990-05-31 ['FSCX-199806', 'HAXS-201204', 'EMBR-199402', 'ETV-200011', 'CVM', 'ALBM-199505'] [9.687500e-01, 3.863636e+01, 5.625000e+01, 1.066240e+01, 5.937500e+03, 6.750000e+00] [1.250000e+00, 3.863636e+01, 3.750000e+01, 8.961329e+00, 4.062500e+03, 4.750000e+00] [1.72043011e+04 4.31372590e+02 2.96296296e+02 1.56312525e+03 2.80701754e+00 2.46913580e+03] -0.135773 1.711004 0 1.711004 593.350 0.567221
1990-04-30 ['ETV-200011', 'CVM', 'SGII-199506', 'FSCX-199806', 'CBEX', 'TIGR-199507'] [8.481458e+00, 4.687500e+03, 4.500000e+01, 9.687500e-01, 2.625131e+00, 7.750000e+00] [1.066240e+01, 5.937500e+03, 3.750000e+01, 9.687500e-01, 3.250163e+00, 1.037500e+01] [1.96507094e+03 3.55555556e+00 3.70370370e+02 1.72043011e+04 6.34888951e+03 2.15053763e+03] 0.155658 1.979807 0 1.979807 543.360 0.435182
1990-03-30 ['TIDE-199606', 'CVM', 'ETV-200011', 'CBEX', 'CYTR', 'TIGR-199507'] [1.750000e+01, 5.312500e+03, 7.269821e+00, 2.375119e+00, 4.885650e+02, 7.125000e+00] [2.125000e+01, 4.687500e+03, 8.481458e+00, 2.625131e+00, 4.161850e+02, 7.750000e+00] [9.52380952e+02 3.13725490e+00 2.29258281e+03 7.01719226e+03 3.41135093e+01 2.33918129e+03] 0.051357 1.713143 0 1.713143 558.120 0.474168
1990-02-28 ['TIDE-199606', 'CVM', 'CYTR', 'TIGR-199507', 'ETV-200011', 'CBEX'] [1.312500e+01, 4.062500e+03, 4.161850e+02, 5.125000e+00, 4.725384e+00, 1.750087e+00] [1.750000e+01, 5.312500e+03, 4.885650e+02, 7.125000e+00, 7.269821e+00, 2.375119e+00] [1.26984127e+03 4.10256410e+00 4.00462935e+01 3.25203252e+03 3.52705022e+03 9.52333608e+03] 0.350131 1.629460 0 1.629460 544.080 0.437084
1990-01-31 ['TIDE-199606', 'CBEX', 'ACR-199310', 'DTIM-199312', 'CRRS-200010', 'CVM'] [1.375000e+01, 1.833425e+00, 6.250000e+00, 3.250000e+00, 7.750000e+00, 2.500000e+03] [1.312500e+01, 1.750087e+00, 7.250000e+00, 2.875000e+00, 7.500000e+00, 4.062500e+03] [1.21212121e+03 9.09045457e+03 2.66666667e+03 5.12820513e+03 2.15053763e+03 6.66666667e+00] 0.091075 1.206890 0 1.206890 535.080 0.413312
1989-12-29 ['TIDE-199606', 'GRAY-199205', 'BCMD-199812', 'WFTIQ-201912', 'BART-199103', 'HOSS-199603'] [14.375, 7.75, 100.7812, 1.099572, 5., 7.75] [13.75, 7., 63.28125, 1.136051, 3.5, 6.25] [ 1159.42028986 2150.53763441 165.37475905 15157.41276303 3333.33333333 2150.53763441] -0.162120 1.106148 0 1.106148 576.870 0.523693
1989-11-30 ['TIDE-199606', 'BCMD-199812', 'GRAY-199205', 'PHA-199809', 'BART-199103', 'WFTIQ-201912'] [14.375, 124.2188, 7.75, 13.125, 4.5, 0.943235] [14.375, 100.7812, 7.75, 9.625, 5., 1.099572] [ 1159.42028986 134.17185375 2150.53763441 1269.84126984 3703.7037037 17669.68641608] -0.029748 1.320174 0 1.320174 566.130 0.495325
1989-10-31 ['TIDE-199606', 'CNVR-201105', 'BCMD-199812', 'GRAY-199205', 'PMD', 'LI-199108'] [14.375, 3.277778, 82.03125, 9.25, 5.297918, 20.25] [14.375, 4.333333, 124.2188, 7.75, 7.36221, 21.] [1159.42028986 5084.74541798 203.17460317 1801.8018018 3145.88988857 823.04526749] 0.183473 1.360651 0 1.360651 556.110 0.468859
1989-09-29 ['CNVR-201105', 'PMD', 'LI-199108', 'HERBA-200207', 'BCMD-199812', 'BART-199103'] [4.111111, 5.027851, 22.5, 1.077695, 49.21875, 3.] [3.277778, 5.297918, 20.25, 1.077695, 82.03125, 3.25] [ 4054.05416362 3314.86885086 740.74074074 15465.10530963 338.62433862 5555.55555556] 0.083502 1.149710 0 1.149710 572.780 0.512890
1989-08-31 ['CNVR-201105', 'HMO-199308', 'JNP-201808', 'BCMD-199812', 'GHM', 'PMD'] [4., 8.5, 139.0476, 75., 3.94323, 3.861389] [4.111111, 9., 103.8095, 49.21875, 3.684455, 5.027851] [4166.66666667 1960.78431373 119.86303012 222.22222222 4226.65344569 4316.2361178 ] -0.045686 1.061106 0 1.061106 574.000 0.516112
1989-07-31 ['CNVR-201105', 'HMO-199308', 'BCMD-199812', 'PMD', 'JNP-201808', 'BOOM'] [4., 9.5, 84.375, 3.861389, 104.7619, 1.681095] [4., 8.5, 75., 3.861389, 139.0476, 1.681095] [4166.66666667 1754.38596491 197.5308642 4316.2361178 159.09091632 9914.1730043 ] 0.018483 1.111904 0 1.111904 562.230 0.485024
1989-06-30 ['CNVR-201105', 'HMO-199308', 'CLCM-199106', 'PMD', 'PETT-199403', 'LCRD-201101'] [4.555556, 7.375, 9., 3.950454, 4.25, 13.] [4., 9.5, 7., 3.861389, 4.5, 10.] [3658.53622844 2259.88700565 1851.85185185 4218.92437342 3921.56862745 1282.05128205] -0.041755 1.091726 0 1.091726 520.370 0.374459
1989-05-31 ['CNVR-201105', 'HMO-199308', 'CLCM-199106', 'FOFF-199612', 'PETT-199403', 'JNP-201808'] [4.222222, 7.125, 9.375, 3.5, 4.625, 60.] [4.555556, 7.375, 9., 3.333333, 4.25, 86.66666] [3947.36862881 2339.18128655 1777.77777778 4761.9047619 3603.6036036 277.77777778] 0.064963 1.139297 0 1.139297 523.790 0.383492
1989-04-28 ['PETT-199403', 'CLCM-199106', 'HSS-199803', 'MPP-200807', 'MDIZQ-201011', 'CIDN-199608'] [4.875, 4.5, 9., 15., 30.012, 1.75] [4.625, 9.375, 11.125, 15., 30.012, 1.5625] [3418.8034188 3703.7037037 1851.85185185 1111.11111111 555.33342219 9523.80952381] 0.193503 1.069799 0 1.069799 502.350 0.326862
1989-03-31 ['PETT-199403', 'MPP-200807', 'PURO-199506', 'ANGN-200210', 'KEGX', 'CPTL-200208'] [4.000000e+00, 1.500000e+01, 4.000000e+00, 1.875000e+01, 1.123596e+06, 3.000000e-01] [4.875000e+00, 1.500000e+01, 3.625000e+00, 2.125000e+01, 1.193820e+06, 2.888889e-01] [4.16666667e+03 1.11111111e+03 4.16666667e+03 8.88888889e+02 1.48333268e-02 5.55555556e+04] 0.047299 0.896352 0 0.896352 478.370 0.263524
1989-02-28 ['KEGX', 'PETT-199403', 'MDIZQ-201011', 'PURO-199506', 'MPP-200807', 'ANGN-200210'] [1.334270e+06, 4.250000e+00, 3.001200e+01, 3.833333e+00, 1.250000e+01, 1.750000e+01] [1.123596e+06, 4.000000e+00, 2.250900e+01, 4.000000e+00, 1.500000e+01, 1.875000e+01] [1.24912249e-02 3.92156863e+03 5.55333422e+02 4.34782647e+03 1.33333333e+03 9.52380952e+02] -0.025302 0.855870 0 0.855870 467.730 0.235420
1989-01-31 ['CDT-199611', 'PURO-199506', 'KEGX', 'MDIZQ-201011', 'MTOX-201207', 'CCBL-200712'] [1.625000e+00, 4.166667e+00, 1.544944e+06, 3.001200e+01, 2.425077e+02, 3.156250e+00] [1.625000e+00, 3.833333e+00, 1.334270e+06, 3.001200e+01, 2.238533e+02, 2.906250e+00] [1.02564103e+04 3.99999968e+03 1.07878775e-02 5.55333422e+02 6.87263401e+01 5.28052805e+03] -0.062082 0.878087 0 0.878087 476.110 0.257554
1988-12-30 ['MDIZQ-201011', 'CDT-199611', 'ACSE-199509', 'INTV-200809', 'CCBL-200712', 'KEGX'] [3.751501e+01, 2.125000e+00, 5.000000e-01, 1.328125e+00, 2.812500e+00, 7.022472e+05] [3.001200e+01, 1.625000e+00, 5.000000e-01, 1.328125e+00, 3.156250e+00, 1.544944e+06] [4.44266619e+02 7.84313725e+03 3.33333333e+04 1.25490196e+04 5.92592593e+03 2.37333330e-02] 0.147821 0.936210 0 0.936210 446.100 0.178288
1988-11-30 ['CTM-199202', 'MDIZQ-201011', 'FMCC', 'CAU-200803', 'ANDA-199812', 'QMED'] [3.5, 30.012, 2.59683, 11., 4.625, 3.75] [3.375, 37.51501, 2.914221, 8.5, 4.75, 3.375] [4761.9047619 555.33342219 6418.08153274 1515.15151515 3603.6036036 4444.44444444] 0.006044 0.815641 0 0.815641 436.750 0.153592
1988-10-31 ['VCR-200106', 'CTM-199202', 'BOOM', 'ASYS', 'FMCC', 'MAXX-201602'] [1.208251e+01, 3.125000e+00, 1.120730e+00, 5.000000e+00, 2.604102e+00, 5.968750e+03] [5.424801e+00, 3.500000e+00, 1.120730e+00, 5.000000e+00, 2.596830e+00, 5.125000e+03] [1.37940433e+03 5.33333333e+03 1.48712595e+04 3.33333333e+03 6.40015893e+03 2.79232112e+00] -0.095862 0.810741 0 0.810741 444.200 0.173270
1988-09-30 ['VCR-200106', 'CTM-199202', 'ASYS', 'CIA', 'DISK-201210', 'LMS-200711'] [11.34277, 3.625, 5., 2.36096, 11.14248, 18.875] [12.08251, 3.125, 5., 2.63549, 9.285396, 16.75] [1469.36477304 4597.70114943 3333.33333333 7059.27532303 1495.77712203 883.00220751] -0.039281 0.896700 0 0.896700 436.160 0.152034
1988-08-31 ['VCR-200106', 'CTM-199202', 'TEAM-201012', 'ICOC-201004', 'TEXS-201605', 'DISK-201210'] [1.060302e+01, 3.000000e+00, 4.000000e+00, 5.283664e+00, 8.556349e+05, 1.114248e+01] [1.134277e+01, 3.625000e+00, 3.500000e+00, 4.226931e+00, 6.021134e+05, 1.114248e+01] [1.57187921e+03 5.55555556e+03 4.16666667e+03 3.15437671e+03 1.94787130e-02 1.49577712e+03] -0.057199 0.933364 0 0.933364 419.320 0.107554
1988-07-29 ['CTM-199202', 'VCR-200106', 'TKLC-201201', 'ICOC-201004', 'FTUSQ-201602', 'BV-199409'] [4.125, 11.58935, 2.0625, 6.340397, 195.7774, 5.162124] [3., 10.60302, 1.75, 5.283664, 189.6594, 5.563966] [4040.4040404 1438.10193554 8080.80808081 2628.64717567 85.13069776 3228.64515976] -0.104904 0.989990 0 0.989990 431.260 0.139091
1988-06-30 ['HPFS-200806', 'CTM-199202', 'FTUSQ-201602', 'ICOC-201004', 'TKLC-201201', 'VCR-200106'] [12.5, 3.75, 201.8955, 7.39713, 2.21875, 8.630366] [10., 4.125, 195.7774, 6.340397, 2.0625, 11.58935] [1333.33333333 4444.44444444 82.55095664 2253.12609981 7511.7370892 1931.16568482] -0.000121 1.106015 0 1.106015 434.740 0.148283
1988-05-31 ['HPFS-200806', 'FTUSQ-201602', 'MCEG-199010', 'SPTR-200002', 'BEAM-200008', 'DXK-199507'] [13.125, 214.1315, 2., 1.6875, 1.660117, 3.5] [12.5, 201.8955, 2.25, 1.125, 2.292542, 3.5] [ 1269.84126984 77.83379216 8333.33333333 9876.54320988 10039.45304257 4761.9047619 ] 0.011310 1.106149 0 1.106149 412.920 0.090650
1988-04-29 ['HPFS-200806', 'FTUSQ-201602', 'BEAM-200008', 'CDCRA-199805', 'KIDEQ-201212', 'OREM-199803'] [16.25, 244.7218, 1.581064, 36., 2.333333, 6.941546] [13.125, 214.1315, 1.660117, 33., 1.875, 7.520009] [ 1025.64102564 68.10454429 10541.42442473 462.96296296 7142.85816327 2401.00212066] -0.077289 1.093779 0 1.093779 411.550 0.087031
1988-03-31 ['WTEC-200702', 'FTUSQ-201602', 'TISI', 'LA-199712', 'OREM-199803', 'CFA-200008'] [5.62, 97.88871, 4.018835, 6.3125, 5.977443, 5.833333] [6.25, 244.7218, 3.844103, 5.3125, 6.941546, 6.666667] [2965.59905101 170.26137812 4147.13882672 2640.2640264 2788.26024216 2857.14302041] 0.285726 1.185398 0 1.185398 407.710 0.076889
1988-02-29 ['CLCM-199106', 'BEAM-200008', 'DINE-201012', 'FTUSQ-201602', 'SELA-200702', 'TOPP-200710'] [2.109375, 1.897276, 3.687005, 85.65262, 0.9845034, 4.078326] [1.78125, 1.581064, 1.843502, 97.88871, 1.292161, 3.664583] [ 7901.2345679 8784.524058 4520.38081496 194.58443497 16929.00874356 4086.64404627] -0.078052 0.921968 0 0.921968 416.220 0.099366
1988-01-29 ['FEP-201002', 'CLCM-199106', 'BEEF-199912', 'TSP-199110', 'ACO-201405', 'DINE-201012'] [11.394, 2.015625, 4.946156, 7.125, 0.1586628, 3.687005] [10.972, 2.109375, 5.196594, 5.75, 0.1604043, 3.687005] [ 1462.75817682 8268.73385013 3369.62009825 2339.18128655 105044.57671658 4520.38081496] -0.020316 1.000022 0 1.000022 395.540 0.044744
1987-12-31 ['CIA', 'BEEF-199912', 'FEP-201002', 'WTEC-200702', 'ACO-201405', 'DINE-201012'] [0.8235906, 4.194841, 9.073, 5.31, 0.1586628, 3.687005] [0.7137785, 4.946156, 11.394, 4.37, 0.1586628, 3.687005] [ 20236.59165933 3973.13430155 1836.95212903 3138.73195229 105044.57671658 4520.38081496] 0.020760 1.020760 0 1.020760 378.600 0.000000