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

( Interactive Figure)

topNstocks topNbegPrices topNendPrices topN_6_positions topN_6_monthlyReturn topN_6_aggregateReturn SELL TimetopN_6_AggRet benchmark benchmarkAggRet
Date
2022-04-29 ['BTU', 'CEIX', 'LNTH', 'AR', 'ARCH', 'NEX'] [22.64, 47.55, 66.41, 35.2, 166.38, 11.03] [22.64, 47.55, 66.41, 35.2, 166.38, 11.03] [ 736.16018846 350.50823694 250.96621995 473.48484848 100.17229635 1511.03052282] 0.000000 5.681274 SELL 14.304707 13270.420 29.524957
2022-03-31 ['BTU', 'HPK', 'CAR', 'IPI', 'KOS', 'NEX'] [24.53, 22.18151, 263.3, 82.14, 7.19, 9.24] [22.64, 27.31, 267.67, 76.58, 6.76, 11.03] [ 679.44014132 751.37655943 63.29915179 202.90560831 2318.03430691 1803.75180375] 0.039497 5.681274 0 14.304707 14578.750 32.534411
2022-02-28 ['APTS', 'BTU', 'LNTH', 'DVN', 'AA', 'VRTV'] [25.08541, 17.34, 47.82, 58.56684, 75.25689, 107.17] [24.94, 24.53, 55.31, 59.13, 90.03, 133.59] [664.39682137 961.16878124 348.52920675 284.57513956 221.46366488 155.51615813] 0.169654 5.465406 0 13.761180 14120.730 31.480862
2022-01-31 ['RRD-202202', 'CAR', 'VRTV', 'DVN', 'SM', 'HMHC-202204'] [11.02, 176.18, 93.08, 49.7351, 32.80186, 18.01] [10.84, 183.44, 107.17, 58.56684, 35.50119, 20.95] [1512.40169389 94.60021947 179.05744163 335.10873943 508.10126824 925.41180825] 0.099893 4.672670 0 11.765174 14485.610 32.320168
2021-12-31 ['AMC', 'CAR', 'VRTV', 'GME', 'RRD-202202', 'MXCT'] [27.2, 207.37, 122.57, 148.39, 11.26, 10.19] [16.06, 176.18, 93.08, 108.93, 11.02, 6.46] [ 612.74509804 80.37163846 135.97672079 112.31664308 1480.16577857 1635.59044815] -0.242307 4.248294 0 10.696651 15391.170 34.403161
2021-11-30 ['USLQ', 'OCGN', 'CAR', 'GME', 'NOTV', 'RRD-202202'] [9.0000e-03, 6.3400e+00, 2.7459e+02, 1.9621e+02, 5.2000e+01, 1.0560e+01] [9.0000e-03, 4.5500e+00, 2.0737e+02, 1.4839e+02, 4.2070e+01, 1.1260e+01] [1.85185185e+06 2.62881178e+03 6.06965536e+01 8.49430032e+01 3.20512821e+02 1.57828283e+03] -0.149255 5.606883 0 14.117400 14808.050 33.061853
2021-10-29 ['OCGN', 'MARA', 'SM', 'GME', 'AMC', 'UPST'] [11.84, 52.24, 34.31149, 183.51, 35.37, 322.04] [6.34, 51.07, 28.9928, 196.21, 33.94, 204.89] [1407.65765766 319.0403267 485.74593137 90.82157194 471.20912261 51.75340537] -0.162822 6.590553 0 16.594155 15036.930 33.588329
2021-09-30 ['OCGN', 'SM', 'GME', 'MARA', 'UPST', 'CDEV'] [7.18, 26.36459, 175.47, 31.58, 316.44, 6.7] [11.84, 34.31149, 183.51, 52.24, 322.04, 7.2] [2321.26276695 632.16104126 94.98299804 527.76018577 52.66927906 2487.56218905] 0.290467 7.872347 0 19.821545 14084.480 31.397479
2021-08-31 ['GME', 'OCGN', 'SAVA', 'MARA', 'AMC', 'UPST'] [218.24, 7.59, 56.85, 40.59, 47.13, 229.12] [175.47, 7.18, 62.08, 31.58, 38.06, 316.44] [ 76.36852395 2195.87176109 293.1691586 410.61016671 353.63179857 72.74208566] -0.031885 6.100385 0 15.359975 14746.100 32.919354
2021-07-30 ['CDRBQ', 'LLND', 'GME', 'SAVA', 'OCGN', 'MARA'] [2.6680e-02, 1.0000e+00, 1.6112e+02, 6.9530e+01, 6.7100e+00, 2.7630e+01] [2.0000e-02, 4.0000e-04, 2.1824e+02, 5.6850e+01, 7.5900e+00, 4.0590e+01] [6.24687656e+05 1.66666667e+04 1.03442569e+02 2.39704684e+02 2.48385494e+03 6.03209072e+02] -0.079603 6.301303 0 15.865860 14337.240 31.978884
2021-06-30 ['CDRBQ', 'GME', 'AMC', 'SAVA', 'OCGN', 'MARA'] [2.0500e-02, 2.1414e+02, 5.6680e+01, 8.5440e+01, 8.0300e+00, 3.1370e+01] [2.6680e-02, 1.6112e+02, 3.7020e+01, 6.9530e+01, 6.7100e+00, 2.7630e+01] [8.13008130e+05 7.78307027e+01 2.94048459e+02 1.95068664e+02 2.07555002e+03 5.31293168e+02] -0.127135 6.846292 0 17.238071 14098.820 31.430464
2021-05-31 ['CDRBQ', 'GME', 'SAVA', 'CMBM', 'AMC', 'UPST'] [9.8000e-02, 2.2200e+02, 5.3920e+01, 5.7710e+01, 2.6120e+01, 1.4822e+02] [2.0500e-02, 2.1414e+02, 8.5440e+01, 4.8350e+01, 5.6680e+01, 1.2490e+02] [1.70068027e+05 7.50750751e+01 3.09099901e+02 2.88800323e+02 6.38080653e+02 1.12445464e+02] 0.101468 7.843471 0 19.748837 13759.520 30.649998
2021-04-30 ['NXPS', 'CDRBQ', 'AKSY', 'MRVT', 'GME', 'NVAX'] [1.5000e-01, 3.0000e-02, 5.0000e-02, 8.7000e-03, 1.7359e+02, 2.3693e+02] [5.0000e-04, 9.8000e-02, 4.0000e-04, 1.3000e-03, 2.2200e+02, 1.4762e+02] [1.11111111e+05 5.55555556e+05 3.33333333e+05 1.91570881e+06 9.60116750e+01 7.03442648e+01] -0.111774 7.120924 0 17.929559 13697.000 30.506188
2021-03-31 ['NXPS', 'CDRBQ', 'GME', 'FPRX-202104', 'SM', 'SI'] [1.500000e-01, 7.000000e-02, 1.898200e+02, 3.767000e+01, 1.635032e+01, 1.421700e+02] [1.500000e-01, 3.000000e-02, 1.735900e+02, 3.800000e+01, 1.579077e+01, 1.072200e+02] [1.11111111e+05 2.38095238e+05 8.78024795e+01 4.42438722e+02 1.01934804e+03 1.17230546e+02] -0.154704 8.017021 0 20.185815 13025.540 28.961678
2021-02-26 ['CDRBQ', 'GME', 'SAVA', 'SI', 'APPS', 'VERI'] [0.15, 101.74, 48.58, 127.56, 82.57, 36.05] [7.0000e-02, 1.8982e+02, 4.4950e+01, 1.4217e+02, 8.0360e+01, 2.3980e+01] [111111.11111111 163.81626368 343.07671195 130.65746838 201.84893626 462.32085067] 0.001773 9.484279 0 23.880179 12574.820 27.924921
2021-01-29 ['NXPS', 'HOKUQ', 'GME', 'DGEN', 'NVAX', 'FCEL'] [2.0000e-01, 1.2150e-02, 3.2500e+02, 1.0000e-02, 2.2094e+02, 2.0760e+01] [1.5000e-01, 1.3000e-02, 1.0174e+02, 7.0000e-03, 2.3123e+02, 1.6940e+01] [8.33333333e+04 1.37174211e+06 5.12820513e+01 1.66666667e+06 7.54352615e+01 8.02825947e+02] -0.217405 9.467495 0 23.837918 12193.680 27.048213
2020-12-31 ['NVAX', 'GRWG', 'PLUG', 'VXRT', 'CELH', 'VERI'] [111.51, 40.22, 33.91, 5.71, 50.31, 28.45] [220.94, 43.19, 63.17, 11.98, 53.4, 39.27] [ 149.4634263 414.38753522 491.49710017 2918.85580852 331.27940105 585.82308143] 0.576312 12.097563 0 30.460088 12248.160 27.173529
2020-11-30 ['NVAX', 'VXRT', 'FCEL', 'WKHS', 'NLS', 'VERI'] [139.5, 7.98, 10.2, 25.37, 21.1, 26.61] [111.51, 5.71, 11.17, 19.78, 18.14, 28.45] [ 119.47431302 2088.55472013 1633.9869281 656.94389699 789.88941548 626.33095328] -0.113581 7.674599 0 19.323641 11720.860 25.960620
2020-10-30 ['NVAX', 'MCRB', 'NLS', 'VXRT', 'TUP', 'CODX'] [80.71, 27.89, 21.69, 4.92, 31.72, 13.41] [139.5, 27.61, 21.1, 7.98, 33.65, 11.72] [ 206.50064015 597.58575356 768.40325803 3387.53387534 525.4308533 1242.85359185] 0.207990 8.657979 0 21.799664 10449.630 23.036505
2020-09-30 ['NVAX', 'OSTK', 'VXRT', 'WKHS', 'NLS', 'MCRB'] [108.35, 72.65, 6.65, 25.28, 17.16, 28.31] [80.71, 56.1, 4.92, 15.38, 21.69, 27.89] [ 153.82248885 229.41041523 2506.26566416 659.28270042 971.25097125 588.72012245] -0.147586 7.167261 0 18.046229 10680.140 23.566730
2020-08-31 ['NVAX', 'MCRB', 'OSTK', 'TSLA', 'WKHS', 'PRTS'] [110.34, 26.49, 87.5, 498.32, 18.11, 14.05] [108.35, 28.31, 72.65, 429.01, 25.28, 10.81] [ 151.04827503 629.16823959 190.47619048 33.44571092 920.30185901 1186.2396204 ] -0.015470 8.408195 0 21.170740 11083.710 24.495032
2020-07-31 ['CDRBQ', 'SEDN', 'NVAX', 'KODK', 'CODX', 'RVP'] [1.000e-02, 1.800e-02, 1.431e+02, 2.185e+01, 2.400e+01, 1.197e+01] [1.0000e-03, 5.0000e-03, 1.1034e+02, 5.9800e+00, 1.0900e+01, 6.3200e+00] [1.66666667e+06 9.25925926e+05 1.16468670e+02 7.62776506e+02 6.94444444e+02 1.39236981e+03] -0.599219 8.540318 0 21.503407 10335.000 22.772830
2020-06-30 ['CDRBQ', 'CODX', 'VXRT', 'NVAX', 'WKHS', 'INO'] [1.000e-02, 1.935e+01, 8.850e+00, 8.335e+01, 1.739e+01, 2.695e+01] [1.000e-02, 2.400e+01, 9.390e+00, 1.431e+02, 1.552e+01, 1.944e+01] [1.66666667e+06 8.61326443e+02 1.88323917e+03 1.99960008e+02 9.58405214e+02 6.18429190e+02] 0.105331 21.309201 0 53.653793 9779.676 21.495459
2020-05-29 ['CDRBQ', 'LBTI', 'SIXD', 'NVAX', 'INO', 'MRSN'] [1.000e-02, 2.301e-01, 1.600e-02, 4.604e+01, 1.475e+01, 2.264e+01] [1.000e-02, 2.601e-01, 1.000e-02, 8.335e+01, 2.695e+01, 2.340e+01] [1.66666667e+06 7.24322758e+04 1.04166667e+06 3.62004054e+02 1.12994350e+03 7.36160188e+02] 0.237741 19.278569 0 48.540926 9561.091 20.992665
2020-04-30 ['LBTI', 'BTAI', 'INO', 'CCXI', 'KRTX', 'KOD'] [0.33, 37., 12.03, 53.01, 83.08, 54.55] [0.2301, 46.56, 14.75, 62.39, 93.86, 64.61] [50505.05050505 450.45045045 1385.42532557 314.4060869 200.60985396 305.53009471] 0.112145 15.575604 0 39.217343 9075.735 19.876236
2020-03-31 ['FTSV-202004', 'KOD', 'CCXI', 'KRTX', 'INO', 'ATHX'] [95.42, 47.7, 40.18, 72., 7.44, 3.] [95.51, 54.55, 53.01, 83.08, 12.03, 2.3] [ 174.6663872 349.40600978 414.80006637 231.48148148 2240.14336918 5555.55555556] 0.166892 14.005007 SELL 35.262782 8014.317 17.434736
2020-02-28 ['KOD', 'FTSV-202004', 'BTAI', 'AXSM', 'CCXI', 'VIR'] [63.97, 58., 37.5, 78., 44.75, 46.5] [47.7, 95.42, 22.35, 58.83, 40.18, 34.27] [260.53879423 287.35632184 444.44444444 213.67521368 372.43947858 358.42293907] -0.104011 12.001971 SELL 35.262782 9292.153 20.374047
2020-01-31 ['ESINQ', 'AXSM', 'KRTX', 'KOD', 'APLT', 'CCXI'] [1.300e-02, 8.682e+01, 9.491e+01, 6.107e+01, 5.247e+01, 4.242e+01] [6.000e-03, 7.800e+01, 8.726e+01, 6.397e+01, 4.155e+01, 4.475e+01] [1.28205128e+06 1.91968057e+02 1.75604959e+02 2.72910867e+02 3.17641827e+02 3.92896433e+02] -0.137727 13.395228 0 35.262782 10120.770 22.280052
2019-12-31 ['AXSM', 'CNST-202107', 'KOD', 'THOR-202001', 'FTSV-202004', 'CCXI'] [103.36, 47.11, 71.95, 69.89, 39.37, 39.55] [86.82, 33.04, 61.07, 67.99, 36.87, 42.42] [161.24871001 353.78192882 231.64234422 238.46997663 423.33418 421.40750105] -0.104670 15.534779 0 40.895126 10131.840 22.305516
2019-11-29 ['CNST-202107', 'AXSM', 'KRTX', 'CCXI', 'EVER', 'ARWR'] [46.56, 39.37, 71.88, 30.33, 35.21, 73.01] [47.11, 103.36, 75.34, 39.55, 34.35, 63.43] [357.96105384 423.33418 231.86792803 549.51093527 473.35037395 228.27923116] 0.305608 17.350902 0 45.676049 9847.507 21.651486
2019-10-31 ['LBTI', 'RETA', 'AXSM', 'APPS', 'RARX-202004', 'EIDX-202101'] [8.0000e-02, 2.0608e+02, 2.4080e+01, 6.9900e+00, 4.7070e+01, 4.8500e+01] [5.0000e-02, 1.9513e+02, 3.9370e+01, 8.8800e+00, 4.6730e+01, 5.6330e+01] [2.08333333e+05 8.08747412e+01 6.92137320e+02 2.38435861e+03 3.54082572e+02 3.43642612e+02] 0.105240 13.289520 0 34.984507 9486.893 20.821992
2019-09-30 ['CDRBQ', 'APPS', 'ENPH', 'AXSM', 'DOVA-201911', 'CVRS-201910'] [1.000e-02, 6.445e+00, 2.223e+01, 2.024e+01, 2.795e+01, 4.280e+00] [1.000e-02, 6.990e+00, 1.943e+01, 2.408e+01, 2.851e+01, 4.270e+00] [1.66666667e+06 2.58598397e+03 7.49737592e+02 8.23451910e+02 5.96302922e+02 3.89408100e+03] 0.027671 12.024106 0 31.653320 9286.973 20.362131
2019-08-30 ['DYII-201910', 'AXSM', 'ENPH', 'APPS', 'CVRS-201910', 'CCRD'] [2.570e-02, 2.545e+01, 2.967e+01, 7.610e+00, 4.250e+00, 5.289e+01] [1.000e-06, 2.024e+01, 2.223e+01, 6.445e+00, 4.280e+00, 4.154e+01] [6.48508431e+05 6.54878847e+02 5.61734637e+02 2.19010074e+03 3.92156863e+03 3.15119430e+02] -0.302677 11.700341 0 30.801013 9126.790 19.993674
2019-07-31 ['DYII-201910', 'AXSM', 'ENPH', 'CVM', 'CCRD', 'PAYS'] [2.570e-02, 2.550e+01, 2.815e+01, 7.290e+00, 4.909e+01, 1.411e+01] [2.570e-02, 2.545e+01, 2.967e+01, 7.170e+00, 5.289e+01, 1.329e+01] [6.48508431e+05 6.53594771e+02 5.92066311e+02 2.28623685e+03 3.39512460e+02 1.18119537e+03] 0.009145 16.778933 0 44.170347 9316.715 20.430545
2019-06-28 ['DYII-201910', 'ARQL-202001', 'ENPH', 'ARRY-201907', 'ADVM', 'IIPR'] [2.57000e-02, 1.10100e+01, 1.82300e+01, 4.63300e+01, 1.18900e+01, 1.12098e+02] [2.570000e-02, 1.009000e+01, 2.815000e+01, 4.785000e+01, 1.341000e+01, 9.586759e+01] [6.48508431e+05 1.51377536e+03 9.14243920e+02 3.59738111e+02 1.40173816e+03 1.48679429e+02] 0.079409 16.626884 0 43.770079 9180.250 20.116644
2019-05-31 ['DYII-201910', 'TNDM', 'ENPH', 'ADVM', 'DMRC', 'AXNX'] [2.570e-02, 6.856e+01, 1.517e+01, 1.005e+01, 5.256e+01, 3.286e+01] [2.570e-02, 6.452e+01, 1.823e+01, 1.189e+01, 4.439e+01, 4.097e+01] [6.48508431e+05 2.43096072e+02 1.09865964e+03 1.65837479e+03 3.17097920e+02 5.07202272e+02] 0.069539 15.403686 0 40.550025 8577.775 18.730816
2019-04-30 ['DYII-201910', 'TNDM', 'TTD', 'NVTA', 'FLNT', 'EOLS'] [2.0000e-02, 6.1410e+01, 2.2148e+01, 2.3620e+01, 7.0300e+00, 2.4380e+01] [2.5700e-02, 6.8560e+01, 1.9881e+01, 1.7450e+01, 4.8800e+00, 1.3600e+01] [8.33333333e+05 2.71399881e+02 7.52513395e+02 7.05616709e+02 2.37079184e+03 6.83620454e+02] -0.118357 14.402170 0 37.913547 9171.265 20.095977
2019-03-29 ['TNDM', 'VCYT', 'NVTA', 'EHTH', 'IMDZ-201904', 'DBD'] [63.5, 25.02, 23.42, 62.34, 5.85, 11.07] [61.41, 22.87, 23.62, 60.74, 5.85, 10.09] [ 262.4671916 666.13375966 711.64247082 267.35108545 2849.002849 1505.57061126] -0.037416 16.335608 0 43.003299 8819.101 19.285920
2019-02-28 ['TNDM', 'HEAR', 'IMDZ-201904', 'ONCE-201912', 'CDNA', 'NSTG'] [65.57, 15.39, 5.82, 113.3, 31.12, 25.47] [63.5, 11.36, 5.85, 113.88, 31.52, 23.93] [ 254.18128209 1082.95429933 2863.6884307 147.10208885 535.56126821 654.36461196] -0.055127 16.970585 0 44.674870 8692.180 18.993973
2019-01-31 ['SOSO', 'TNDM', 'INTEQ-202202', 'NIHD-201912', 'HEAR', 'EHTH'] [5.000e-03, 4.348e+01, 2.433e+01, 4.850e+00, 1.489e+01, 6.116e+01] [1.000e-05, 6.557e+01, 2.408e+01, 3.890e+00, 1.539e+01, 5.341e+01] [3.33333333e+06 3.83318001e+02 6.85025346e+02 3.43642612e+03 1.11931945e+03 2.72509265e+02] -0.131884 17.960711 0 47.281363 8396.869 18.314692
2018-12-31 ['TNDM', 'NIHD-201912', 'HEAR', 'INTEQ-202202', 'TWLO', 'CDNA'] [37.97, 4.41, 14.27, 21.39, 89.3, 25.14] [43.48, 4.85, 14.89, 24.33, 111.32, 28.03] [ 438.9430252 3779.28949358 1167.95141322 779.18030232 186.63680478 662.95412357] 0.131221 20.689286 SELL 54.464308 7733.106 16.787887
2018-11-30 ['NIHD-201912', 'TNDM', 'INTEQ-202202', 'HEAR', 'PACB', 'ECYT-201812'] [5.41, 36.82, 24.87, 16.19, 7.82, 23.63] [4.41, 37.97, 21.39, 14.27, 7.4, 23.99] [3080.71472582 452.65254391 670.15145423 1029.44204241 2131.28729753 705.31809846] -0.075100 18.289347 0 54.464308 8526.679 18.613284
2018-10-31 ['TNDM', 'NIHD-201912', 'HEAR', 'VKTX', 'INTEQ-202202', 'ECYT-201812'] [37.61, 6.22, 17.75, 13.6, 26.06, 23.65] [36.82, 5.41, 16.19, 11.29, 24.87, 23.63] [ 443.14455375 2679.528403 938.96713615 1225.49019608 639.54975697 704.72163495] -0.075913 19.774414 SELL 58.886728 8359.254 18.228169
2018-09-28 ['NIHD-201912', 'INTEQ-202202', 'TNDM', 'ECYT-201812', 'VKTX', 'HEAR'] [5.86, 30., 42.84, 17.76, 17.42, 19.94] [6.22, 26.06, 37.61, 23.65, 13.6, 17.75] [2844.1410694 555.55555556 389.04450669 938.43843844 956.7546881 835.8408559 ] -0.031576 21.398874 0 58.886728 9023.693 19.756528
2018-08-31 ['TNDM', 'HEAR', 'ECYT-201812', 'MDGL', 'VKTX', 'NIHD-201912'] [45.69, 22.91, 19.72, 239.21, 13.07, 5.74] [42.84, 19.94, 17.76, 214.13, 17.42, 5.86] [ 364.77712118 727.48435909 845.16565247 69.67378733 1275.18490181 2903.60046458] -0.007087 22.096594 0 60.806758 9008.781 19.722227
2018-07-31 ['HEAR', 'NIHD-201912', 'MDGL', 'TNDM', 'ECYT-201812', 'MRTX'] [27.19, 6.2, 257.03, 27.56, 15.32, 61.4] [22.91, 5.74, 239.21, 45.69, 19.72, 56.55] [ 612.97045482 2688.17204301 64.84327381 604.74117078 1087.90252393 271.44408252] 0.094186 22.254311 0 61.240771 8703.146 19.019198
2018-06-29 ['MCELQ', 'HEAR', 'MDGL', 'MRTX', 'TNDM', 'NIHD-201912'] [1.0000e-02, 2.0320e+01, 2.7969e+02, 4.9300e+01, 2.2020e+01, 3.9000e+00] [1.0000e-06, 2.7190e+01, 2.5703e+02, 6.1400e+01, 2.7560e+01, 6.2000e+00] [1.66666667e+06 8.20209974e+02 5.95897839e+01 3.38066261e+02 7.56887678e+02 4.27350427e+03] 0.057324 20.338683 0 55.969229 8423.602 18.376183
2018-05-31 ['MDGL', 'INTEQ-202202', 'VRS-202203', 'EOLS', 'CRCQQ-202010', 'ATRA'] [265.61, 17.85, 15.27852, 24.5, 36.74, 49.8] [279.69, 16.66, 16.43404, 27.99, 45.44, 36.75] [ 62.74864149 933.70681606 1090.85609514 680.27210884 453.63817819 334.67202142] 0.029862 19.236006 0 52.934816 8368.870 18.250288
2018-04-30 ['LFIN', 'INTEQ-202202', 'MDGL', 'NKTR', 'AVXS-201805', 'VIRT'] [28.189, 9.77, 113.16, 83.66, 212.66, 30.63692] [4.95, 17.85, 265.61, 80.27, 217.83, 26.62786] [ 591.24717679 1705.90242238 147.28408154 199.21906128 78.37236277 544.00594664] 0.200460 18.678231 0 51.399898 8139.101 17.721767
2018-03-30 ['MDGL', 'NKTR', 'ANAB', 'SGH', 'VRS-202203', 'GERN'] [116.79, 106.26, 104.08, 24.92, 12.71826, 4.25] [113.16, 83.66, 93.78, 19.575, 13.63965, 3.72] [ 142.70628193 156.84798293 160.13323085 668.80684858 1310.4517966 3921.56862745] -0.101579 15.559224 0 42.816822 8108.284 17.650881
2018-02-28 ['DYII-201910', 'MDGL', 'NKTR', 'ANAB', 'ZGNX-202203', 'SGMO'] [5.0000e-02, 1.2604e+02, 8.6560e+01, 1.2276e+02, 4.2400e+01, 2.3950e+01] [2.5700e-02, 1.1679e+02, 1.0626e+02, 1.0408e+02, 4.0050e+01, 1.9000e+01] [3.33333333e+05 1.32233153e+02 1.92544670e+02 1.35766265e+02 3.93081761e+02 6.95894224e+02] -0.124346 17.318416 0 47.657874 8274.385 18.032951
2018-01-31 ['MDGL', 'NKTR', 'ANAB', 'SGMO', 'RXDX-201802', 'OSTK'] [148.42, 83.61, 105.39, 20.85, 26.9, 68.7] [126.04, 86.56, 122.76, 23.95, 26.95, 60.4] [112.29394062 199.33819719 158.14277129 799.36051159 619.57868649 242.60067928] 0.013173 19.777684 0 54.425437 8591.047 18.761345
2017-12-29 ['MDGL', 'ANAB', 'NKTR', 'RXDX-201802', 'VRS-202203', 'OSTK'] [91.79, 100.72, 59.72, 26.7, 13.26958, 63.9] [148.42, 105.39, 83.61, 26.9, 12.12917, 68.7] [ 181.57388241 165.4752449 279.08015182 624.21972534 1256.00559073 260.82420449] 0.176670 19.520547 0 53.717834 8160.882 17.771868
2017-11-30 ['WINSF', 'ANAB', 'NKTR', 'SPPI', 'ESIO-201902', 'STRP-201802'] [205.01, 84.05, 53.99, 19.6, 23.93, 181.84] [180., 100.72, 59.72, 18.95, 21.43, 181.79] [ 81.29684731 198.29466587 308.69914182 850.34013605 696.47583229 91.65566799] 0.007427 16.589658 0 45.652435 8080.122 17.586102
2017-10-31 ['WINSF', 'KEM-202006', 'ZGNX-202203', 'SPPI', 'ANAB', 'STRP-201802'] [205.01, 25.41733, 37.5, 19.59, 66.03, 181.51] [205.01, 15.25633, 38.85, 19.6, 84.05, 181.84] [ 81.29684731 655.72059169 444.44444444 850.77420453 252.41052047 91.82230547] -0.014755 16.467357 0 45.315879 7842.036 17.038451
2017-09-29 ['STRP-201802', 'VERI', 'MDGL', 'ZGNX-202203', 'WINSF', 'AKCA-202010'] [180.67, 45.45, 44.98, 35.05, 205.01, 27.67] [181.51, 35.5, 49.99, 37.5, 205.01, 18.32] [ 92.24922049 366.703337 370.53505262 475.51117451 81.29684731 602.33706782] -0.061817 16.713977 0 45.994542 7674.524 16.653135
2017-08-31 ['DYII-201910', 'WINSF', 'STRP-201802', 'KEM-202006', 'MYOK-202011', 'EVI'] [2.600000e-02, 2.050100e+02, 1.785100e+02, 2.365622e+01, 4.335000e+01, 3.284504e+01] [5.000000e-02, 2.050100e+02, 1.806700e+02, 2.090573e+01, 4.285000e+01, 2.747853e+01] [6.41025641e+05 8.12968473e+01 9.33654510e+01 7.04536340e+02 3.84467512e+02 5.07433289e+02] 0.107331 17.815259 0 49.025117 7491.815 16.232863
2017-07-31 ['STRP-201802', 'WINSF', 'AAOI', 'BFYT-202008', 'EVI', 'ESPR'] [179.4, 205.01, 97.49, 28.05, 25.19279, 45.29] [178.51, 205.01, 59.12, 33.65, 32.84504, 49.42] [ 92.90226682 81.29684731 170.95770506 594.17706477 661.56494246 367.9988224 ] 0.032674 16.088469 0 44.273233 7477.408 16.199724
2017-06-30 ['WINSF', 'STRP-201802', 'PLSE', 'OMNT-201904', 'EVRI', 'REN-201902'] [205.01, 179.65, 34.53, 15.25, 7.28, 29.77] [205.01, 179.4, 19.43, 5.62, 7.46, 33.96] [ 81.29684731 92.77298451 482.67207259 1092.89617486 2289.37728938 559.84772142] -0.150783 15.579434 0 42.872437 7339.031 15.881426
2017-05-31 ['DYII-201910', 'STRP-201802', 'AAOI', 'EXAS', 'GSOL-201708', 'UCTT'] [5.000e-02, 1.789e+02, 6.982e+01, 3.647e+01, 2.090e+01, 2.284e+01] [5.0000e-02, 1.7965e+02, 6.1790e+01, 3.5370e+01, 2.0000e+01, 1.8750e+01] [3.33333333e+05 9.31619154e+01 2.38709061e+02 4.56996618e+02 7.97448166e+02 7.29713952e+02] -0.060519 18.345641 0 50.484656 7273.393 15.730443
2017-04-28 ['STRP-201802', 'ESPR', 'CC', 'AAOI', 'EXEL', 'EXAS'] [128.86, 35.75, 33.79404, 49.39, 22.4, 30.01] [178.9, 32.02, 33.56539, 69.82, 18.71, 36.47] [129.33933468 466.2004662 493.18361068 337.45022609 744.04761905 555.37043208] 0.123567 19.527420 0 53.736746 7199.711 15.560958
2017-03-31 ['WINSF', 'CWEI-201704', 'CC', 'AAOI', 'EXEL', 'AMD'] [144.99, 132.08, 32.29264, 56.15, 21.67, 14.55] [45.84, 131.9, 33.79404, 49.39, 22.4, 13.3] [ 114.95045635 126.18614981 516.1134756 296.82398338 769.11244424 1145.47537228] -0.135221 17.379843 0 47.826912 7124.196 15.387257
2017-02-28 ['WINSF', 'CWEI-201704', 'ALT', 'CC', 'AMD', 'ARRY-201907'] [279.12, 135.35, 270., 28.233, 14.46, 11.5] [144.99, 132.08, 243.45, 32.29264, 14.55, 8.94] [ 59.71147416 123.13754464 61.72839506 590.32574174 1152.60488704 1449.27536232] -0.112605 20.097434 0 55.305346 7119.353 15.376117
2017-01-31 ['WINSF', 'CWEI-201704', 'CC', 'ARIA-201702', 'CLVS', 'ARRY-201907'] [242.18, 145.45, 22.14135, 23.82, 64.8, 10.87] [279.12, 135.35, 28.233, 23.99, 57.81, 11.5] [ 68.81933548 114.58691417 752.73940689 699.69213546 257.20164609 1533.27200245] 0.052574 22.647688 0 62.323291 6864.067 14.788901
2016-12-30 ['WINSF', 'CWEI-201704', 'AKS-202003', 'NL', 'CLF', 'FMSA-201805'] [180., 119.26, 10.21, 7.466774, 7.963675, 11.79] [242.18, 145.45, 8.08, 5.497012, 8.304571, 12.52] [ 92.59259259 139.75068478 1632.38654913 2232.11077055 2092.83611733 1413.62736783] 0.032892 21.516490 0 59.210391 6737.259 14.497214
2016-11-30 ['WINSF', 'CC', 'AKS-202003', 'X', 'CWEI-201704', 'WLBAQ-202004'] [152.56, 20.71666, 9.13, 31.14832, 112.7, 17.32] [180., 18.51258, 10.21, 31.79363, 119.26, 17.67] [ 109.2466352 804.50548818 1825.48375319 535.07433681 147.88524105 962.2786759 ] 0.048483 20.831316 0 57.324887 6608.310 14.200603
2016-10-31 ['TBRA-201610', 'CLSD', 'CWEI-201704', 'WINSF', 'TSRO-201901', 'FMSA-201805'] [42.09, 21.63, 87.31, 29.5, 120.88, 8.59] [42.09, 14.64, 112.7, 152.56, 135.69, 9.63] [ 395.97687495 770.53475112 190.89069599 564.97175141 137.87778513 1940.24058983] 0.730459 19.868059 0 54.674138 6324.051 13.546743
2016-09-30 ['TBRA-201610', 'CWEI-201704', 'ERII', 'SRPT', 'ACIA-202102', 'VTAE-201610'] [39.74, 85.44, 15.98, 61.41, 103.28, 20.92] [42.09, 87.31, 12.21, 39.24, 69.69, 21.] [ 419.39271934 195.06866417 1042.97037964 271.39988058 161.37361219 796.68578713] -0.139554 11.481379 0 31.595161 6465.119 13.871231
2016-08-31 ['ACIA-202102', 'AMD', 'CWEI-201704', 'CDE', 'BREW-202009', 'ERII'] [111.65, 7.4, 63.11, 12.74, 19.85, 12.08] [103.28, 6.91, 85.44, 11.83, 18.83, 15.98] [ 149.27601134 2252.25225225 264.0891565 1308.21559393 839.63056255 1379.69094923] 0.068780 13.343519 0 36.719511 6454.972 13.847891
2016-07-29 ['CDE', 'CLF', 'GORO', 'AMD', 'HL', 'RYI'] [15.32, 7.490211, 5.327862, 6.86, 6.350663, 14.29227] [12.74, 5.397497, 4.949934, 7.4, 5.462121, 11.96632] [1087.90252393 2225.12645727 3128.20915156 2429.54324587 2624.39790407 1166.13152891] -0.123779 12.484818 0 34.356485 6438.548 13.810112
2016-06-30 ['CPXX-201607', 'RYI', 'CDE', 'FMSA-201805', 'CLF', 'MEET-202009'] [30.18, 17.32097, 10.66, 7.71, 5.36909, 5.33] [30.24, 14.29227, 15.32, 6.85, 7.490211, 6.43] [ 552.24210294 962.22478687 1563.47717323 2161.6947687 3104.18835718 3126.95434647] 0.125696 14.248477 0 39.209830 6192.775 13.244778
2016-05-31 ['RYI', 'AVXS-201805', 'AMD', 'CDE', 'ZEUS', 'REXI-201609'] [13.78749, 42.98, 4.57, 7.53, 23.04132, 9.580738] [17.32097, 38.02, 5.14, 10.66, 26.53979, 9.660246] [1208.82529501 387.77726074 3646.9730124 2213.36874723 723.33818838 1739.60154914] 0.140235 12.657482 0 34.831633 6180.068 13.215550
2016-04-29 ['CDE', 'ZEUS', 'CLF', 'HL', 'RYI', 'VA-201612'] [8.1, 21.96355, 4.990317, 4.21498, 8.789155, 55.69] [7.53, 23.04132, 4.052858, 3.972834, 13.78749, 55.98] [2057.61316872 758.8330059 3339.80119232 3954.15083029 1896.27633904 299.27575268] 0.051216 11.100767 0 30.547769 6071.448 12.965699
2016-03-31 ['OCLR-201812', 'CDE', 'EDIT', 'NPTN', 'FPRX-202104', 'HA'] [5.4, 5.62, 34.54, 14.04, 40.63, 45.46809] [5.05, 8.1, 33.05, 11.99, 47.59, 40.53491] [3086.41975309 2965.59905101 482.53232967 1187.08452042 410.20592337 366.55743988] 0.041687 10.559928 0 29.059456 6034.051 12.879678
2016-02-29 ['OCLR-201812', 'STRP-201802', 'NPTN', 'HA', 'FIVN', 'POWR-201605'] [4.91, 31.86, 10.96, 41.45025, 8.05, 18.6] [5.4, 31.03, 14.04, 45.46809, 8.89, 18.69] [3394.43312967 523.12199205 1520.68126521 402.0884474 2070.39337474 896.05734767] 0.093481 10.137335 0 27.896538 5637.161 11.966741
2016-01-29 ['FIVN', 'VIA', 'EGRX', 'ACRS', 'OCAT-201602', 'OCLR-201812'] [8.33, 8.979353, 71.9, 22.23, 8.44, 3.46] [8.05, 8.158466, 63.39, 18.34, 8.47, 4.91] [2000.80032013 1856.10997437 231.80343069 749.73759184 1974.7235387 4816.95568401] 0.000708 9.270702 SELL 25.511685 5638.977 11.970918
2015-12-31 ['WW', 'EGRX', 'PACB', 'ACRS', 'EXEL', 'FIVN'] [22.8, 88.67, 13.13, 26.94, 5.64, 8.7] [12.69, 71.9, 10.69, 22.23, 4.62, 8.33] [ 730.99415205 187.96285854 1269.357705 618.65874783 2955.08274232 1915.70881226] -0.202766 9.264141 SELL 25.511685 5976.185 12.746573
2015-11-30 ['WW', 'EGRX', 'LOXO-201902', 'ITCI', 'NHTC', 'TRVN'] [26.38, 91.64, 32.93, 53.33, 27.51408, 12.59] [22.8, 88.67, 28.45, 53.79, 19.06483, 10.5] [ 631.79176144 181.87108977 506.12410163 312.51953247 605.75046182 1323.80195923] -0.128105 11.620354 0 25.511685 6101.419 13.034639
2015-10-30 ['NHTC', 'WW', 'ITCI', 'TREE', 'EXEL', 'EGRX'] [27.9812, 15.38, 47.85, 121.36, 6.02, 63.71] [27.51408, 26.38, 53.33, 101.88, 5.72, 91.64] [ 595.63802363 1083.65843086 348.31069314 137.33245441 2768.54928018 261.60205096] 0.173515 13.327704 0 29.260053 6067.782 12.957266
2015-09-30 ['EGRX', 'ANAC-201606', 'EXEL', 'STRP-201802', 'ABMD', 'ITCI'] [74.03, 117.71, 5.61, 40.41, 92.76, 40.04] [63.71, 112.41, 6.02, 31., 73.66, 47.85] [ 225.1339547 141.59091553 2970.88532383 412.43916522 179.67514733 416.25041625] -0.059177 11.357081 SELL 24.933686 5623.601 11.935550
2015-08-31 ['ANAC-201606', 'EGRX', 'HRTX', 'SCMP-201802', 'TREE', 'ABMD'] [130.41, 78.55, 38.46, 26.86, 105.95, 95.9] [117.71, 74.03, 24.4, 19.87, 93.03, 92.76] [127.80206017 212.17907914 433.35066736 620.5013651 157.30690577 173.7921446 ] -0.155905 12.071430 SELL 24.933686 5792.390 12.323803
2015-07-31 ['ANAC-201606', 'EGRX', 'RDUS', 'ANTH', 'HRTX', 'ADPTQ-201709'] [149.19, 96.62, 78.32, 87.28, 32.34, 109.89] [130.41, 78.55, 60.86, 54.64, 38.46, 99.64] [111.7143687 172.49706755 212.80217909 190.9563092 515.35765821 151.66681833] -0.135640 14.301026 0 24.933686 6164.540 13.179832
2015-06-30 ['EGRX', 'NHTC', 'HLTH-201909', 'ANTH', 'ADXS', 'RDUS'] [80.86, 23.51897, 6.8, 68.96, 304.95, 67.7] [96.62, 17.18825, 5.89, 87.28, 249.9, 78.32] [ 206.11756946 708.64781352 2450.98039216 241.68600155 54.65376838 246.18414574] 0.005652 16.545210 0 28.846398 6063.130 12.946566
2015-05-29 ['BLUE', 'ESPR', 'RDUS', 'ANAC-201606', 'ALDR-201910', 'GEVA-201506'] [125.7471, 107.51, 48.22, 71.22, 42.52, 213.41] [108.9938, 81.76, 67.7, 77.43, 52.97, 238.6] [132.54116132 155.02433882 345.63804784 234.01666199 391.97240514 78.09693391] 0.080373 16.452215 0 28.684262 6166.300 13.183880
2015-04-30 ['ESPR', 'BLUE', 'ASPX-201505', 'ATRA', 'DYAX-201601', 'RDUS'] [95.13, 86.22013, 100.89, 41.45, 23.91, 35.84] [107.51, 125.7471, 100.96, 42.36, 26.34, 48.22] [175.1988507 193.30365968 165.19641854 402.09087254 697.0584135 465.0297619 ] 0.176381 15.228278 0 26.550340 6082.170 12.990362
2015-03-31 ['ESPR', 'ATRA', 'BLUE', 'ASPX-201505', 'TCRT', 'RCPT-201508'] [92.6, 41.57, 78.18008, 100.27, 10.77, 164.89] [95.13, 41.45, 86.22013, 100.89, 8.81, 147.34] [ 179.98560115 400.93015797 213.18303418 166.2178784 1547.5085113 101.077486 ] -0.025827 12.945027 0 22.569516 6054.780 12.927359
2015-02-27 ['ESPR', 'RDUS', 'TPST', 'TCRT', 'MLNTQ-202004', 'ASPX-201505'] [62.45, 42.65, 10239.75, 11.26, 828., 67.24] [92.6, 41.16, 7814.25, 10.77, 857.7501, 100.27] [ 266.8801708 390.77764752 1.6276439 1480.16577857 20.12882448 247.86833234] 0.115770 13.288224 0 23.167877 6116.970 13.070410
2015-01-30 ['RDUS', 'TPST', 'ASPX-201505', 'BLUE', 'AGIO', 'TCRT'] [4.8190e+01, 9.7785e+03, 6.1450e+01, 6.0145e+01, 1.1592e+02, 8.9500e+00] [42.65, 10239.75, 67.24, 61.7051, 107.28, 11.26] [3.45853220e+02 1.70441956e+00 2.71223217e+02 2.77108100e+02 1.43777318e+02 1.86219739e+03] 0.039323 11.909468 0 20.764031 5782.180 12.300317
2014-12-31 ['TPST', 'BLUE', 'RDUS', 'AVNR-201501', 'AGIO', 'RCPT-201508'] [9949.5, 59.37465, 38.91, 16.95, 112.04, 122.51] [9778.5, 60.145, 48.19, 16.96, 115.92, 110.17] [ 1.67512605 280.70340906 428.33890174 983.28416912 148.75639653 136.04331619] 0.028130 11.458874 0 19.978424 5947.710 12.681074
2014-11-28 ['RCPT-201508', 'AGIO', 'ACHN-202001', 'AVNR-201501', 'OSPN', 'RGLS'] [135.3, 100.81, 12.87, 14.92, 29.8, 224.88] [122.51, 112.04, 12.25, 16.95, 28.21, 192.48] [ 123.18305001 165.3275138 1295.001295 1117.06881144 559.28411633 74.11360133] -0.015447 11.145354 0 19.431805 5947.780 12.681235
2014-10-31 ['PBYI', 'RGLS', 'ACHN-202001', 'RCPT-201508', 'PLUG', 'IMDZ-201904'] [250.6, 239.52, 11.75, 103.65, 4.71, 30.99] [227.02, 224.88, 12.87, 135.3, 3.82, 31.81] [ 66.50704975 69.58361167 1418.43971631 160.79755588 3538.57041755 537.80789502] 0.013826 11.320214 0 19.736673 5807.050 12.357524
2014-09-30 ['PBYI', 'GPRO', 'AVNR-201501', 'TLGTQ', 'ARCW', 'PLUG'] [238.57, 93.7, 11.92, 93.2, 15.62, 4.59] [250.6, 77.1, 12.94, 98.10001, 13.64, 4.71] [ 69.86069777 177.87264319 1398.21029083 178.82689557 1067.00810926 3631.08206245] -0.014868 11.165832 0 19.467510 5651.560 11.999862
2014-08-29 ['ARCW', 'PLUG', 'PBYI', 'ITMN-201409', 'ACHN-202001', 'ALTO'] [19.96, 5.58, 260.51, 73.45, 11.57, 23.11] [15.62, 4.59, 238.57, 73.89, 9.98, 13.96] [ 835.00334001 2986.85782557 63.97707062 226.91173134 1440.50705848 721.18851868] -0.167740 11.334349 0 19.761317 5771.870 12.276602
2014-07-31 ['PLUG', 'IDIX-201408', 'PBYI', 'ARCW', 'GSAT', 'ALTO'] [5.42, 24.42, 221.72, 14.87, 3.96, 17.84] [5.58, 24.5, 260.51, 19.96, 3.98, 23.11] [3075.03075031 682.5006825 75.16988394 1120.82492715 4208.75420875 934.23019432] 0.141750 13.618760 0 23.744163 5539.460 11.742007
2014-06-30 ['IDIX-201408', 'PLUG', 'GSAT', 'BCRX', 'ARCW', 'HZNP'] [24.1, 4.68, 4.25, 12.75, 15.2, 15.82] [24.42, 5.42, 3.96, 12.52, 14.87, 8.51] [ 691.56293223 3561.25356125 3921.56862745 1307.18954248 1096.49122807 1053.51875263] -0.066443 11.927969 0 20.796287 5650.940 11.998436
2014-05-30 ['ICPT', 'HZNP', 'ITMN-201409', 'PTXTQ-201906', 'GTATQ-201603', 'CHTP-201406'] [236.61, 14.19, 39.62, 71.1, 16.86, 6.53] [236.63, 15.82, 44.15, 89.8, 18.6, 6.52] [ 70.43940098 1174.53605826 420.66296483 234.41162682 988.533017 2552.32261358] 0.098995 12.776911 0 22.276408 5512.670 11.680384
2014-04-30 ['ICPT', 'HZNP', 'IQNT-201702', 'FURX-201407', 'ITMN-201409', 'GTATQ-201603'] [264.12, 14.18, 12.51023, 103.37, 32.08, 16.61] [236.61, 14.19, 13.73924, 103.36, 39.62, 16.86] [ 63.10263012 1175.36436295 1332.24302564 161.23311083 519.53449709 1003.41159944] 0.040797 11.625993 0 20.269794 5394.950 11.409601
2014-03-31 ['ICPT', 'HZNP', 'TVTX', 'GTATQ-201603', 'PRTA', 'PVAHQ-201609'] [329.79, 15.12, 21.2, 17.05, 38.31, 17.49] [264.12, 14.18, 14.29, 16.61, 22., 16.64] [ 50.53721055 1102.29276896 786.16352201 977.51710655 435.04742017 952.92548123] -0.181230 11.170282 0 19.475267 5388.410 11.394558
2014-02-28 ['ICPT', 'HZNP', 'INSYQ-202002', 'TSLA', 'LCI', 'ZLC-201405'] [410.5, 12.22, 22.42667, 48.962, 42.89, 21.73] [329.79, 15.12, 20.715, 41.69, 35.72, 20.91] [ 40.60089322 1363.88434261 743.16279085 340.40003812 388.59096915 766.98880196] -0.064842 13.642766 0 23.786017 5359.960 11.329116
2014-01-31 ['ICPT', 'INSYQ-202002', 'HZNP', 'PBYI', 'LCI', 'ZLTQ-201704'] [300.88, 19.61, 9.86, 118.21, 35.32, 20.49] [410.5, 22.42667, 12.22, 116.26, 42.89, 18.99] [ 55.39306922 849.90651028 1690.33130494 140.99201985 471.87617969 813.40491297] 0.145323 14.588728 0 25.435292 5117.220 10.770760
2013-12-31 ['LCI', 'GTN', 'PBYI', 'GSTCQ-201901', 'CHTP-201406', 'ZLTQ-201704'] [33.1, 14.60745, 103.53, 6.92, 4.43, 18.91] [35.32, 11.17156, 118.21, 5.96, 4.45, 20.49] [ 503.52467271 1140.97030397 160.9839338 2408.477842 3762.22723853 881.36788295] -0.012835 12.737650 0 22.207957 5284.170 11.154782
2013-11-29 ['GERN', 'LCI', 'GSTCQ-201901', 'GTN', 'INSYQ-202002', 'RAD'] [5.07386, 29.54, 5.89, 12.02563, 14.7, 118.4] [4.478603, 33.1, 6.92, 14.60745, 12.90333, 101.2] [3284.81011827 564.20672534 2829.65478212 1385.92877601 1133.78684807 140.76576577] 0.020878 12.903265 0 22.496705 5148.340 10.842343
2013-10-31 ['ACAD', 'IQNT-201702', 'INSYQ-202002', 'SPWR', 'EDMCQ', 'TSLA'] [22.73, 11.6249, 13.29667, 19.77629, 15.3, 31.988] [23.29, 10.51366, 14.7, 19.86468, 11.55, 25.456] [ 733.24534389 1433.70408921 1253.44666497 842.7600256 1089.32461874 521.0287191 ] -0.068374 12.639378 0 22.036620 5003.140 10.508350
2013-09-30 ['ACAD', 'TSLA', 'CLDX', 'INSYQ-202002', 'AFOP-201606', 'STML-202006'] [27.47, 38.674, 531.45, 11.66333, 20.02969, 45.3] [22.73, 31.988, 343.5, 13.29667, 18.17056, 27.83] [ 606.72248514 430.95275034 31.36074262 1428.98011688 832.09808373 367.91758646] -0.172920 13.567009 0 23.653936 4799.280 10.039426
2013-08-30 ['RVLT-202008', 'ACAD', 'TSLA', 'AEGR-201611', 'AFOP-201606', 'MTG'] [26., 19.96, 33.8, 86.68, 18.11674, 6.806483] [25.5, 27.47, 38.674, 85.75, 20.02969, 6.863047] [ 641.02564103 835.00334001 493.09664694 192.27811106 919.95947762 2448.64589637] 0.100732 16.403494 0 28.599317 4627.260 9.643741
2013-07-31 ['RVLT-202008', 'ACAD', 'YELL', 'SPWR', 'AEGR-201611', 'TSLA'] [41.8, 19.7, 32.26, 18.10344, 91.59, 26.856] [26., 19.96, 17.02, 14.07027, 86.68, 33.8] [398.72408293 846.02368866 516.63566853 920.6353415 181.97037522 620.59378413] -0.142506 14.902345 0 25.982080 4760.140 9.949395
2013-06-28 ['EVC', 'NXST', 'CLVS', 'SPWR', 'TSLA', 'LIN-201412'] [4.566628, 30.11674, 66.98, 13.55303, 21.472, 15.3] [4.22506, 30.60935, 77.88, 18.10344, 26.856, 16.15] [3649.66593878 553.40208358 248.83049667 1229.73731089 776.20466965 1089.32461874] 0.124391 17.378940 0 30.299997 4512.800 9.380457
2013-05-31 ['AEGR-201611', 'SPWR', 'MNKD', 'TSLA', 'SUNEQ-201712', 'RDN'] [72.83, 12.64295, 33.3, 19.552, 8.07, 12.05094] [63.34, 13.55303, 32.55, 21.472, 8.17, 10.88049] [ 228.84342533 1318.25773784 500.5005005 852.42771413 2065.26228831 1383.01797757] -0.011229 15.456317 0 26.947924 4572.100 9.516861
2013-04-30 ['KERX-201812', 'ASTX-201310', 'RDN', 'RPRX-201801', 'EVC', 'SBGI'] [8.15, 6.88, 11.18696, 20.34, 2.866209, 21.53367] [8.01, 4.85, 12.05094, 17.32, 3.437966, 21.83807] [2044.98977505 2422.48062016 1489.82982568 819.40347427 5814.88184102 773.9817071 ] -0.028311 15.631855 0 27.253972 4466.730 9.274486
2013-03-29 ['HPTX-201505', 'INFI', 'PGTI', 'AEGR-201611', 'NFLX', 'WGRP-201806'] [25.82, 48.47, 6.87, 40.34, 27.03997, 9.82] [21.45, 43.08, 7.7, 42.04, 30.86711, 9.5] [ 645.49444875 343.85530569 2426.00679282 413.15485044 616.37149252 1697.21656483] -0.001424 16.087294 0 28.048025 4394.790 9.109008
2013-02-28 ['INFI', 'PRKR', 'LIN-201412', 'RDN', 'NFLX', 'SPWR'] [41.29, 39.9, 11.37, 8.247457, 26.86855, 7.68987] [48.47, 36.5, 10.99, 10.02614, 27.03997, 7.55565] [ 403.64898684 417.71094403 1465.84579302 2020.82492418 620.3039117 2167.35350099] 0.043308 16.110237 0 28.088026 4229.070 8.727814
2013-01-31 ['KERX-201812', 'INFI', 'LIN-201412', 'VIRX', 'BXG-201304', 'NFLX'] [9.08, 34.45, 10.67, 1190.7, 9.6, 23.60569] [6.43, 41.29, 11.37, 1096.2, 9.76, 26.86855] [1835.53597651 483.79293662 1562.01187129 13.99736849 1736.11111111 706.04446075] 0.007971 15.441497 0 26.922085 4173.760 8.600589
2012-12-31 ['HOV', 'INFI', 'WSBF', 'ELLI-201904', 'PGTI', 'DDD'] [175., 35., 4.762844, 27.75, 4.5, 35.56667] [142.75, 34.45, 4.567445, 20.03, 4.9, 38.56667] [ 95.23809524 476.19047619 3499.30979614 600.6006006 3703.7037037 468.60351747] -0.057664 15.319381 0 26.709177 3956.650 8.101187
2012-11-30 ['PATK', 'HOV', 'SHF-201212', 'BONTQ', 'ARNA-202203', 'AFFY'] [7.408864, 130.5, 41.99, 11.03082, 88.6, 14.664] [6.633022, 175., 42., 11.36956, 90.2, 11.394] [2249.55764698 127.71392082 396.91990156 1510.91819708 188.11136193 1136.57028551] 0.010381 16.256821 0 28.343593 3908.750 7.991006
2012-10-31 ['PATK', 'ARNA-202203', 'RPRX-201801', 'MDVN-201609', 'ELLI-201904', 'PCYC-201505'] [7.532487, 79.1, 14.49, 25.56, 25., 61.07] [7.408864, 88.6, 15.01, 26.075, 24.82, 53.05] [2212.63795964 210.70375053 1150.21854152 652.06051122 666.66666667 272.91086731] 0.003533 16.089786 0 28.052371 3878.720 7.921930
2012-09-28 ['PATK', 'BDSI-202203', 'RPRX-201801', 'MDVN-201609', 'VIRX', 'ARNA-202203'] [6.594656, 6.32, 15.23, 28.175, 1182.3, 83.2] [7.532487, 5.1, 14.49, 25.56, 905.1, 79.1] [2527.29887149 2637.13080169 1094.33136354 591.54096421 14.09681694 200.32051282] -0.079328 16.033136 0 27.953602 3946.790 8.078507
2012-08-31 ['ARNA-202203', 'PCYC-201505', 'PATK', 'ELLI-201904', 'MDVN-201609', 'MTEM'] [90.4, 66.92, 5.541728, 25.77, 26.215, 96.91] [83.2, 64.5, 6.594656, 27.23, 28.175, 79.64] [ 184.36578171 249.05359633 3007.48551114 646.74686328 635.76832602 171.98087573] 0.004568 17.414593 0 30.362158 3845.800 7.846207
2012-07-31 ['ARNA-202203', 'MTEM', 'AUTH-201210', 'PCYC-201505', 'ELLI-201904', 'PATK'] [83.6, 76.34, 8.4, 53.21, 20.5, 4.961978] [90.4, 96.91, 8.01, 66.92, 25.77, 5.541728] [ 199.36204147 218.32154397 1984.12698413 313.22433127 813.00813008 3358.87556669] 0.155989 17.335411 0 30.224103 3752.150 7.630791
2012-06-29 ['ARNA-202203', 'PCYC-201505', 'MTEM', 'PATK', 'PRKR', 'BDSI-202203'] [99.8, 54.61, 81.4, 5.435156, 23.8, 4.48] [83.6, 53.21, 76.34, 4.961978, 25.1, 4.74] [ 167.000668 305.19440884 204.75020475 3066.45598887 700.28011204 3720.23809524] -0.037421 14.996173 0 26.145669 3715.350 7.546143
2012-05-31 ['ARNA-202203', 'PCYC-201505', 'ELLI-201904', 'TAST', 'CPWM-201206', 'MDVN-201609'] [66.9, 31.42, 16.25, 5.53544, 22.1, 21.0575] [99.8, 54.61, 18., 5.390248, 22., 22.85] [ 249.12805182 530.44769786 1025.64102564 3010.9018735 754.14781297 791.48363608] 0.231984 15.579157 0 27.162094 3575.330 7.224065
2012-04-30 ['MDVN-201609', 'VVUSQ-202012', 'PCYC-201505', 'EVRI', 'SWBI', 'REGN'] [20.22, 242.2, 27.56, 8.45, 6.182969, 135.26] [21.0575, 247.9, 31.42, 7.05, 5.051298, 135.65] [ 824.2664029 68.81365263 604.74117078 1972.38658777 2695.57661807 123.21947854] -0.023469 12.645581 0 22.047435 3810.910 7.765952
2012-03-30 ['MDVN-201609', 'PCYC-201505', 'VVUSQ-202012', 'ACAT-201703', 'CIEIQ-201804', 'EVRI'] [18.68, 27.76, 223.6, 41.30719, 450.45, 7.8] [20.22, 27.56, 242.2, 42.65709, 401.4, 8.45] [ 892.21984297 600.38424592 74.53786524 403.48100819 37.000037 2136.75213675] 0.027590 12.949496 0 22.577309 3836.070 7.823826
2012-02-29 ['MDVN-201609', 'PCYC-201505', 'VVUSQ-202012', 'CIEIQ-201804', 'ACAT-201703', 'IDIX-201408'] [16.3775, 25.19, 225., 450.9, 35.46401, 11.78] [18.68, 27.76, 223.6, 450.45, 41.30719, 9.79] [1017.65633745 661.63821622 74.07407407 36.96311082 469.96001486 1414.82739106] 0.038538 12.601807 0 21.971117 3721.283 7.559790
2012-01-31 ['INHX-201202', 'MDVN-201609', 'IDIX-201408', 'PCYC-201505', 'REGN', 'INVN-201705'] [25.52, 13.8525, 13.39, 18.38, 90.86, 16.49] [26., 16.3775, 11.78, 25.19, 104.79, 15.69] [ 653.08254963 1203.15225892 1244.70998257 906.78273486 183.43238682 1010.71356378] 0.092693 12.134182 0 21.155818 3570.250 7.212380
2011-12-30 ['INHX-201202', 'VRUS-201201', 'MDVN-201609', 'RRR-201204', 'QCOR-201408', 'GLNG'] [10.94, 128.2, 11.5275, 18.5, 39.70242, 35.09452] [25.52, 136.97, 13.8525, 21.19, 33.83012, 32.37065] [1523.46130408 130.00520021 1445.81797152 900.9009009 419.78969208 474.90795334] 0.253784 11.104843 0 19.361175 3398.740 6.817868
2011-11-30 ['INHX-201202', 'VRUS-201201', 'MDVN-201609', 'CONN', 'PKT-201506', 'QCOR-201408'] [14.6, 130.99, 11.4875, 11.28, 16.09, 42.92024] [10.94, 128.2, 11.5275, 11.1, 15.58, 39.70242] [1141.55251142 127.23617579 1450.85237577 1477.54137116 1035.84006629 388.31718245] -0.065188 8.857059 SELL 15.442188 3371.032 6.754134
2011-10-31 ['STMP-202110', 'LNG', 'QCOR-201408', 'MAKO-201312', 'FTK', 'VRUS-201201'] [32.56, 11.39128, 38.77621, 38.45, 7.44, 70.4] [27.37, 10.03944, 42.92024, 28.8, 9.11, 130.99] [ 511.87551188 1463.10745295 429.81680434 433.46337235 2240.14336918 236.74242424] 0.110490 9.474696 0 15.442188 3380.168 6.775148
2011-09-30 ['VRUS-201201', 'HGIC-201204', 'JAZZ', 'MAKO-201312', 'CALP-201111', 'QCOR-201408'] [82.37, 58.86, 41.5, 34.22, 10.47, 26.02905] [70.4, 58.76, 38.96, 38.45, 10.48, 38.77621] [ 202.33903929 283.15777551 401.6064257 487.04461329 1591.84972939 640.31021749] 0.067679 8.531996 SELL 13.905743 3031.289 5.972648
2011-08-31 ['VRUS-201201', 'MDWCQ-201712', 'JAZZ', 'ZAGG-202102', 'GMCR-201603', 'CVI'] [65.765, 2.66, 42.89, 15.03, 102.0033, 10.23147] [82.37, 2.01, 41.5, 9.92, 90.51164, 7.597233] [ 253.4276084 6265.6641604 388.59096915 1108.89332446 163.39340655 1628.96110399] -0.122398 7.991165 SELL 13.905743 3286.291 6.559210
2011-07-29 ['FTK', 'MDWCQ-201712', 'VHC', 'VRUS-201201', 'GMCR-201603', 'ZAGG-202102'] [9.43, 2.38, 26.08425, 60.69, 101.234, 15.35] [6.93, 2.66, 18.4331, 65.765, 102.0033, 15.03] [1767.40897844 7002.80112045 638.95518049 274.61965178 164.6350699 1085.77633008] -0.061736 9.105686 SELL 13.905743 3496.036 7.041671
2011-06-30 ['AMPE', 'FTK', 'GLBC-201110', 'ZAGG-202102', 'VHC', 'CASC-201803'] [6.142568, 8.52, 38.38, 13.4, 24.82336, 55.14] [4.983444, 9.43, 34.43, 15.35, 26.08425, 48.06] [2713.30600926 1956.18153365 434.25395171 1243.78109453 671.4105853 302.26091162] -0.019483 9.704821 0 13.905743 3577.971 7.230140
2011-05-31 ['RCPIQ', 'VHC', 'IPGP', 'TZOO', 'GMCR-201603', 'ITMN-201409'] [130.25, 22.52458, 74.38771, 75.14, 80.21781, 37.2] [112.5, 24.82336, 71.97246, 64.64, 86.92779, 35.85] [127.9590531 739.93240569 224.05134755 221.80818029 207.76765991 448.02867384] -0.026512 9.897657 0 14.182051 3643.403 7.380648
2011-04-29 ['IPGP', 'VHC', 'SHS-201304', 'TZOO', 'VRUS-201201', 'OLED'] [68.75542, 21.74403, 56.75771, 81.87, 50.735, 54.11689] [74.38771, 22.52458, 51.36183, 75.14, 51.1, 47.00506] [242.40513209 766.49391427 293.6458618 203.57477301 328.50431983 307.9753228 ] -0.030613 10.167208 0 14.568283 3685.454 7.477375
2011-03-31 ['TZOO', 'OLED', 'SHS-201304', 'LNG', 'AREXQ-202012', 'BASXQ'] [6.659000e+01, 5.421539e+01, 4.898610e+01, 9.254177e+00, 3.357000e+01, 1.454309e+04] [8.187000e+01, 5.411689e+01, 5.675771e+01, 9.025556e+00, 2.944000e+01, 1.752467e+04] [2.50287831e+02 3.07415785e+02 3.40232569e+02 1.80098853e+03 4.96475027e+02 1.14601963e+00] 0.073930 10.488287 0 15.028348 3578.929 7.232343
2011-02-28 ['SRZ-201301', 'LNG', 'DDD', 'AREXQ-202012', 'WNR-201706', 'OPXT-201207'] [11.39, 10.31776, 16.31667, 32.55, 11.99794, 4.19] [11.93, 9.254177, 16.17667, 33.57, 12.49939, 2.43] [1463.27187591 1615.33769604 1021.45025098 512.0327701 1389.12735575 3977.72474145] -0.068528 9.766264 0 13.993783 3562.858 7.195377
2011-01-31 ['AREXQ-202012', 'ITMN-201409', 'TZOO', 'GENN', 'APKT-201303', 'SRZ-201301'] [26.67, 37.37, 47., 10.74, 53.78, 8.] [32.55, 36.61, 39.45, 13.71, 75.24, 11.39] [ 624.92188476 445.990545 354.60992908 1551.83116077 309.9045494 2083.33333333] 0.189803 10.484767 0 15.023303 3437.698 6.907480
2010-12-31 ['ITMN-201409', 'WNC', 'IDT', 'VHC', 'AREXQ-202012', 'APKT-201303'] [36.4, 10.61269, 5.504172, 12.73763, 23.1, 53.16] [37.37, 10.17385, 4.941953, 10.80768, 26.67, 53.78] [ 457.87545788 1570.44695234 3028.00615 1308.45900428 721.5007215 313.51893654] -0.017026 8.812189 0 12.626718 3364.218 6.738460
2010-11-30 ['MILLQ-201603', 'ISLN-201012', 'WNC', 'KEI-201012', 'IDT', 'UEC'] [5.26, 33.75, 9.448429, 21.57, 4.426472, 7.] [5.2, 33.85, 10.61269, 21.58, 5.504172, 6.04] [3168.56780735 493.82716049 1763.9616773 772.6781023 3765.22582017 2380.95238095] 0.036928 8.964821 0 12.845419 3150.639 6.247180
2010-10-29 ['VHC', 'KEI-201012', 'MILLQ-201603', 'MIPS-201302', 'ISLN-201012', 'TPCG-201212'] [15.91131, 21.58, 5.5, 14.7, 28.47, 27.45] [11.9056, 21.57, 5.26, 13.59, 33.75, 27.92] [1047.47294011 772.32004943 3030.3030303 1133.78684807 585.41154432 607.16454159] -0.028130 8.645560 0 12.387959 3132.555 6.205583
2010-09-30 ['MILLQ-201603', 'VHC', 'KEI-201012', 'IDT', 'ISLN-201012', 'PWER-201307'] [5.39, 12.59181, 21.51, 3.741463, 22.28, 9.09] [5.5, 15.91131, 21.58, 3.08739, 28.47, 10.42] [3092.14594929 1323.61167034 774.83341082 4454.58545672 748.05505685 1833.516685 ] 0.089435 8.895801 0 12.746523 3014.748 5.934600
2010-08-31 ['MILLQ-201603', 'PWER-201307', 'IDT', 'UNCA-201010', 'EXXIQ-201612', 'PCYC-201505'] [4.18, 10.16, 3.049534, 21.11, 18.77962, 7.02] [5.39, 9.09, 3.741463, 20.98, 21.71071, 8.08] [3987.24082935 1640.41994751 5465.31590291 789.51523764 887.48689626 2374.16904084] 0.118662 8.165517 SELL 11.700121 2754.661 5.336341
2010-07-30 ['MILLQ-201603', 'PWER-201307', 'WNC', 'IDT', 'MHRCQ-201605', 'GGP-201808'] [4.99, 12.43, 7.496052, 3.894991, 4.56, 8.33497] [4.18, 10.16, 5.48994, 3.049534, 3.86, 8.424787] [3340.01336005 1340.84204881 2223.3926161 4279.00004561 3654.97076023 1999.60727713] -0.162061 7.299360 0 11.700121 2890.736 5.649344
2010-06-30 ['MILLQ-201603', 'WNC', 'IDT', 'FSII-201210', 'SNBR', 'LBYYQ-202011'] [5.76, 6.367614, 2.681487, 4.19, 8.75, 11.61207] [4.99, 7.496052, 3.894991, 3.54, 7.8, 11.1916] [2893.51851852 2617.41158724 6215.45682178 3977.72474145 1904.76190476 1435.28816711] 0.032695 8.711086 SELL 13.962972 2703.082 5.217698
2010-05-31 ['HGSI-201208', 'DAN', 'DCTH', 'PWER-201307', 'VCI-201402', 'DTGF-201211'] [2.476000e+01, 9.380228e+00, 4.873344e+11, 7.810000e+00, 3.454928e+01, 4.670000e+01] [2.266000e+01, 8.637411e+00, 1.988224e+11, 6.750000e+00, 3.000830e+01, 4.261000e+01] [6.73128702e+02 1.77678695e+03 3.41996515e-08 2.13401622e+03 4.82402721e+02 3.56887937e+02] -0.185127 8.435292 0 13.962972 2867.955 5.596943
2010-04-30 ['DAN', 'DTGF-201211', 'MTOR', 'HGSI-201208', 'BEE-201512', 'DCTH'] [1.153958e+01, 4.399000e+01, 1.532000e+01, 2.769000e+01, 6.420000e+00, 4.801216e+11] [9.380228e+00, 4.670000e+01, 1.454000e+01, 2.476000e+01, 4.900000e+00, 4.873344e+11] [1.44430444e+03 3.78873987e+02 1.08790252e+03 6.01902010e+02 2.59605400e+03 3.47134282e-08] -0.083998 10.351667 0 17.135155 3113.948 6.162782
2010-03-31 ['HGSI-201208', 'DDRX-201005', 'DTGF-201211', 'DAN', 'VCI-201402', 'MTOR'] [30.2, 34.8, 32.13, 10.26124, 26.32822, 13.35] [27.69, 34.76, 43.99, 11.53958, 30.92596, 15.32] [ 551.87637969 478.92720307 518.72600892 1624.23514767 633.03431325 1248.43945069] 0.121940 11.300919 0 18.706454 3048.166 6.011469
2010-02-26 ['DDRX-201005', 'DTGF-201211', 'DAN', 'PIRRQ-202010', 'CAR', 'VCI-201402'] [34.6, 30.04, 9.820736, 102.1985, 10.52, 24.23748] [34.8, 32.13, 10.26124, 106.5473, 11.5, 26.32822] [ 481.6955684 554.81580115 1697.08936954 163.08132376 1584.28390368 687.64024423] 0.057030 10.072658 0 16.673311 2867.441 5.595761
2010-01-29 ['DDRX-201005', 'DTGF-201211', 'VCI-201402', 'DAN', 'PIRRQ-202010', 'CAR'] [34.6, 24.36, 19.80056, 8.905171, 85.30478, 10.82] [34.6, 30.04, 24.23748, 9.820736, 102.1985, 10.52] [ 481.6955684 684.18171866 841.72703533 1871.5717718 195.37787527 1540.35736291] 0.121729 9.529211 0 15.773740 2773.417 5.379484
2009-12-31 ['DDRX-201005', 'HGSI-201208', 'DTGF-201211', 'DAN', 'VNDA', 'CAR'] [34.85, 30.58, 25.61, 9.362953, 11.25, 13.12] [34.6, 26.47, 24.36, 8.905171, 10.01, 10.82] [ 478.24007652 545.01853063 650.78745282 1780.06518528 1481.48148148 1270.32520325] -0.087467 8.495108 0 14.061985 2877.131 5.618050
2009-11-30 ['DDRX-201005', 'HGSI-201208', 'QMCO', 'DTGF-201211', 'VNDA', 'ACHV'] [3.3120e+01, 2.7820e+01, 1.9520e+01, 1.8460e+01, 1.0560e+01, 6.9388e+04] [3.4850e+01, 3.0580e+01, 2.3440e+01, 2.5610e+01, 1.1250e+01, 4.9016e+04] [5.03220612e+02 5.99089384e+02 8.53825137e+02 9.02853016e+02 1.57828283e+03 2.40195231e-01] 0.085222 9.309375 0 15.409844 2797.412 5.434678
2009-10-30 ['DDRX-201005', 'VNDA', 'DTGF-201211', 'ACHV', 'HGSI-201208', 'BZ-201310'] [2.180000e+01, 1.020000e+01, 1.851000e+01, 6.404200e+04, 1.869000e+01, 3.758455e+00] [3.312000e+01, 1.056000e+01, 1.846000e+01, 6.938800e+04, 2.782000e+01, 3.844947e+00] [7.64525994e+02 1.63398693e+03 9.00414191e+02 2.60245880e-01 8.91742465e+02 4.43444625e+03] 0.191141 8.578313 0 14.199714 2647.000 5.088697
2009-09-30 ['DTGF-201211', 'DDRX-201005', 'HGSI-201208', 'VNDA', 'DAN', 'CAR'] [24.59, 24.05, 18.82, 11.64, 5.882077, 13.36] [18.51, 21.8, 18.69, 10.2, 4.888774, 8.4] [ 677.78229633 693.000693 885.58271343 1431.84421535 2833.46625124 1247.50499002] -0.168593 7.201762 0 11.921105 2716.877 5.249430
2009-08-31 ['DDRX-201005', 'DTGF-201211', 'VNDA', 'CTIC', 'CAR', 'BZ-201310'] [21.49, 19.84, 13.66, 495., 9.73, 3.428214] [24.05, 24.59, 11.64, 369., 13.36, 4.151599] [ 775.55452148 840.05376344 1220.10736945 33.67003367 1712.91538198 4861.61793478] 0.090033 8.662135 0 14.338465 2607.628 4.998132
2009-07-31 ['DDRX-201005', 'VNDA', 'DTGF-201211', 'ATSG', 'CTIC', 'HGSI-201208'] [23.77, 15.2, 16.55, 3.33, 444., 14.3] [21.49, 13.66, 19.84, 2.96, 495., 19.76] [ 701.16393213 1096.49122807 1007.04934542 5005.00500501 37.53753754 1165.5011655 ] 0.064521 7.946669 0 13.154152 2517.667 4.791202
2009-06-30 ['DDRX-201005', 'VNDA', 'DTGF-201211', 'ATSG', 'CTIC', 'DNDNQ-201506'] [23.78, 11.77, 13.95, 2.35, 516., 25.] [23.77, 15.2, 16.55, 3.33, 444., 24.21] [ 700.86907766 1416.02945341 1194.74313023 7092.19858156 32.2997416 666.66666667] 0.120544 7.465016 0 12.356870 2335.854 4.372991
2009-05-29 ['AMEH', 'DTGF-201211', 'CAR', 'DNDNQ-201506', 'QMCO', 'MAPP-201303'] [17., 8.62, 4.8, 22.67, 9.2, 12.09] [0.8, 13.95, 5.65, 25., 6.64, 12.22] [ 980.39215686 1933.48801237 3472.22222222 735.18600206 1811.5942029 1378.54976565] -0.053710 6.661956 0 11.027562 2327.939 4.354784
2009-04-30 ['AMEH', 'DNDNQ-201506', 'MODV', 'RT-201712', 'BGPIQ-201201', 'PIRRQ-202010'] [17., 21.2, 9.82, 7.68, 2.73, 31.27842] [17., 22.67, 10.9, 6.18, 2.67, 33.45285] [ 980.39215686 786.16352201 1697.21656483 2170.13888889 6105.00610501 532.84873938] 0.005258 7.040076 0 11.653465 2210.003 4.083505
2009-03-31 ['EVEIQ-201604', 'CVTX-200904', 'MODV', 'PALM-201006', 'SWBI', 'IMGN'] [16.68, 19.88, 6.88, 8.59, 4.511694, 7.1] [13.08, 20.01, 9.82, 10.49, 5.373562, 6.95] [ 999.20063949 838.36351442 2422.48062016 1940.24058983 3694.10395888 2347.41784038] 0.101521 7.003254 0 11.592513 1999.580 3.599485
2009-02-27 ['AMEH', 'PDGI-200903', 'CVTX-200904', 'IDEV-200903', 'COCOQ-201509', 'CENTA'] [9.4, 4.94, 16., 5.11, 19.7, 7.47] [9.4, 5.04, 19.88, 5.6, 19.45, 7.52] [1773.04964539 3373.81916329 1041.66666667 3261.57860404 846.02368866 2231.14680946] 0.058773 6.357801 SELL 10.524093 1838.536 3.229047
2009-01-30 ['AMEH', 'EYE-200902', 'IDEV-200903', 'PALM-201006', 'GERN', 'CVTX-200904'] [5.1, 21.97, 5.32, 7.67, 7.407647, 15.65] [9.4, 21.98, 5.11, 7.24, 4.24239, 16.] [3267.97385621 758.61022607 3132.8320802 2172.96827466 2249.9272261 1064.9627263 ] 0.057187 6.004878 SELL 10.524093 2053.668 3.723899
2008-12-31 ['AMEH', 'EBS', 'RCPIQ', 'MAXY-201308', 'CRD.B', 'FRPT-201112'] [42.4, 24.65944, 95.75, 2.219339, 11.08953, 5.98] [5.1, 20.71167, 82.5, 2.129769, 6.841341, 6.01] [ 393.08176101 675.8736884 174.06440383 7509.74351673 1502.91911981 2787.06800446] -0.266102 5.680051 0 10.524093 2241.801 4.156648
2008-11-28 ['AMEH', 'EBS', 'RCPIQ', 'CRD.B', 'AFAM-201803', 'TSYS-201602'] [42.4, 21.36333, 76.5, 8.57265, 39.90465, 7.9] [42.4, 24.65944, 95.75, 11.08953, 40.83055, 8.59] [ 393.08176101 780.1530317 217.86492375 1944.16740059 417.6622691 2109.70464135] 0.135010 7.739566 SELL 14.339997 2199.719 4.059850
2008-10-31 ['AMEH', 'QCOR-201408', 'RCPIQ', 'AFAM-201803', 'CRD.B', 'LPHIQ-201612'] [42.4, 7.390492, 79.5, 43.71719, 11.05902, 14.87935] [42.4, 8.163917, 76.5, 39.90465, 8.57265, 13.25618] [ 393.08176101 2255.14981501 209.64360587 381.23828788 1507.06542412 1120.12061459] -0.059035 6.818940 SELL 14.339997 2388.245 4.493502
2008-09-30 ['AMEH', 'QCOR-201408', 'SQNM-201609', 'RCPIQ', 'XRM-201810', 'CRD.B'] [42.5, 7.018103, 26.62, 89., 128.8, 11.59291] [42.4, 7.390492, 18., 79.5, 77.8, 11.05902] [ 392.15686275 2374.81078101 626.09566742 187.2659176 129.39958592 1437.6603171 ] -0.136978 7.246751 SELL 14.339997 2903.147 5.677893
2008-08-29 ['QCOR-201408', 'JRCCQ-201603', 'SQNM-201609', 'FSYS-201606', 'ANRZQ-201607', 'CRD.B'] [5.213448, 42.17, 22.73, 51.83, 99.1, 10.89123] [7.018103, 21.99, 26.62, 34.45, 51.43, 11.59291] [3196.86063171 395.22567386 733.24534389 321.56408772 168.18028927 1530.283234 ] -0.118863 8.396945 0 14.339997 3204.442 6.370939
2008-07-31 ['QCOR-201408', 'ANRZQ-201607', 'JRCCQ-201603', 'SQNM-201609', 'PCXCQ-201312', 'FINL-201806'] [4.77422, 98.95, 43.35, 21.36, 63.075, 9.102249] [5.213448, 99.1, 42.17, 22.73, 59.96, 10.16903] [3490.97164912 168.43523665 384.4675125 780.27465668 264.23569824 1831.04930075] 0.033041 9.529667 SELL 16.274418 3155.435 6.258212
2008-06-30 ['JRCCQ-201603', 'QCOR-201408', 'PCXCQ-201312', 'QTWWQ-201909', 'GTE', 'ANRZQ-201607'] [58.69, 4.430476, 76.645, 246.4, 7.97, 104.29] [43.35, 4.77422, 63.075, 142.4, 5.07, 98.95] [ 283.97796331 3761.82303361 217.45275839 67.64069264 2091.17524049 159.81078403] -0.199664 9.224865 SELL 16.274418 3180.803 6.316564
2008-05-30 ['CWEI-201704', 'ANRZQ-201607', 'CLR', 'WLTGQ-201905', 'ENERQ-201209', 'SOHU'] [94.27, 81.68, 31.45563, 77.98247, 63.48, 87.52] [109.95, 104.29, 33.98012, 90.97118, 73.64, 70.44] [176.79714296 204.04831864 529.84685624 213.7232466 262.54988448 190.43266301] 0.109142 11.526237 0 16.274418 3466.894 6.974638
2008-04-30 ['FSLR', 'MOS', 'LNN', 'CLR', 'MMR-201306', 'MLNM-200805'] [291.99, 98.77796, 90.07323, 21.06356, 27.42, 24.87] [267.54, 101.0436, 90.89336, 31.45563, 31.92, 24.97] [ 57.07958035 168.72859762 185.03462868 791.25592572 607.8288354 670.15145423] 0.101635 10.392029 0 14.672978 3397.295 6.814544
2008-03-31 ['BPZRQ-201512', 'FSLR', 'LNN', 'MOS', 'WLTGQ-201905', 'TECUA-201405'] [21.73, 231.14, 88.64582, 82.72483, 52.34968, 30.68] [19.48, 291.99, 90.07323, 98.77796, 57.97499, 31.33] [766.98880196 72.10637132 188.01412934 201.4711504 318.37189199 543.24206867] 0.083086 9.433281 SELL 13.319278 3235.492 6.442361
2008-02-29 ['MOS', 'BPZRQ-201512', 'ENCY-200806', 'FSLR', 'GMOLQ-202107', 'SWC-201705'] [89.73951, 15.77, 2.3, 205.1512, 10.69, 20.53] [82.72483, 21.73, 2.35, 231.14, 7.99, 15.47] [ 185.72272867 1056.85901501 7246.37681159 81.2408929 1559.08949174 811.82010067] -0.008476 8.709632 SELL 13.319278 3254.776 6.486718
2008-01-31 ['RIGL', 'MOS', 'FSLR', 'BPZRQ-201512', 'CPHD-201611', 'ONXX-201309'] [27.53, 73.31548, 181.77, 12.9, 30.54, 47.53] [19.82, 89.73951, 205.1512, 15.77, 27.68, 27.32] [ 605.40016951 227.32807133 91.69096477 1291.98966408 545.73237284 350.65572621] -0.037297 8.784084 SELL 13.319278 3359.108 6.726706
2007-12-31 ['FSLR', 'RIGL', 'MOS', 'ONXX-201309', 'SDTHQ-201210', 'MELI'] [267.14, 25.39, 76.06492, 55.62, 14.45, 71.58955] [181.77, 27.53, 73.31548, 47.53, 12.34, 35.88198] [ 62.38925907 656.4264146 219.11107862 299.65240321 1153.40253749 232.80865247] -0.176947 9.124395 SELL 13.319278 3575.846 7.225252
2007-11-30 ['RCFO-200812', 'FSLR', 'TBSIQ-201204', 'CF', 'SPWR', 'ISRG'] [0.56, 237.15, 43.66, 13.69616, 81.47531, 36.40881] [0.55, 267.14, 33.06, 16.56847, 85.37099, 35.88882] [29761.9047619 70.27900766 381.73766987 1216.88609557 204.56094818 457.76466374] 0.018178 11.086043 SELL 13.319278 3597.616 7.275328
2007-10-31 ['TBSIQ-201204', 'FSLR', 'FTK', 'CF', 'MOS', 'SPWR'] [62.84, 158.81, 50.8, 13.22919, 56.27869, 82.79787] [43.66, 237.15, 36.86, 13.69616, 55.7546, 81.47531] [ 265.22384893 104.94721155 328.0839895 1259.8402976 296.14524906 201.29342297] -0.012720 10.888121 0 13.319278 3767.211 7.665435
2007-09-28 ['TBSIQ-201204', 'FTK', 'RCCC-200808', 'CROX', 'SNCR', 'FSLR'] [41.25, 44.15, 43.5, 67.25, 42.06, 117.7399] [62.84, 50.8, 44.37, 74.75, 40., 158.81] [404.04040404 377.50094375 383.14176245 247.8314746 396.25931209 141.55495857] 0.184231 11.028407 0 13.490888 3699.350 7.509339
2007-08-31 ['TBSIQ-201204', 'BCSI-201202', 'RCCC-200808', 'FTK', 'RZTIQ-201109', 'CROX'] [36.51, 41.705, 42.96, 37.77, 14.22, 59.04] [41.25, 39.38, 43.5, 44.15, 12.89, 67.25] [ 456.49593719 399.63233825 387.95779019 441.26731974 1172.05813408 282.29448961] 0.050182 9.312719 0 11.392112 3569.227 7.210027
2007-07-31 ['TBSIQ-201204', 'RCCC-200808', 'FSLR', 'CROX', 'SNCR', 'AQNT-200708'] [38.37, 42.66, 112.57, 59.32, 36.36, 66.15] [36.51, 42.96, 103.74, 59.04, 34.74, 66.44] [434.3671271 390.68604469 148.0560244 280.96201394 458.37917125 251.95263291] -0.027462 8.867717 0 10.847747 3518.718 7.093845
2007-06-29 ['RCCC-200808', 'TBSIQ-201204', 'ONT-201002', 'FSLR', 'CF', 'FTK'] [43.81, 28.4, 3., 89.29, 9.010135, 29.975] [42.66, 38.37, 1.76, 112.57, 8.647563, 29.74] [ 380.43064749 586.85446009 5555.55555556 186.6577071 1849.76880665 556.01890464] 0.020686 9.118121 0 11.154063 3642.953 7.379613
2007-05-31 ['MFW-201112', 'AQNT-200708', 'CROX', 'GTI-201508', 'CHTRQ-200911', 'INSG'] [68.29, 63.79, 40.725, 15.48, 4.03, 23.23] [66.58, 63.8, 43., 16.84, 4.05, 26.02] [ 244.05720701 261.27397189 409.24902803 1076.6580534 4135.64929694 717.46305065] 0.040650 8.933326 0 10.928005 3712.465 7.539506
2007-04-30 ['SYN', 'MFW-201112', 'DNDNQ-201506', 'JSDA', 'TTEC', 'XNPT-201607'] [246.75, 63.95, 15.03, 24.59, 32.98344, 42.87] [154., 68.29, 8.55, 18.85, 30.75424, 44.] [ 67.5447484 260.62027626 1108.89332446 677.78229633 505.30407582 388.77225721] -0.168969 8.584371 0 10.501134 3581.946 7.239283
2007-03-30 ['DNDNQ-201506', 'MFW-201112', 'TTEC', 'JSDA', 'MWP-200802', 'TRA-201004'] [12.93, 47.61, 32.07428, 20.22, 60.50737, 14.01958] [15.03, 63.95, 32.98344, 24.59, 58.39937, 14.13174] [1288.99200825 350.06651264 519.62714881 824.2664029 275.44853902 1188.81354981] 0.120541 10.329783 0 12.636271 3444.355 6.922793
2007-02-28 ['GIC', 'MWP-200802', 'MFW-201112', 'SVVS-201107', 'CCOI', 'ICE'] [12.18384, 61.09292, 38.75, 42.97, 15.45014, 27.14429] [9.070103, 60.50737, 47.61, 47.88, 16.18293, 22.00241] [1367.93216807 272.80848037 430.10752688 387.86750446 1078.73887658 614.00267484] -0.010706 9.218565 0 11.276935 3408.875 6.841181
2007-01-31 ['CRVL', 'SVNTQ-201405', 'GIC', 'AXR', 'SVVS-201107', 'CCOI'] [23.565, 14.93, 10.01324, 99.42017, 44.82, 14.38178] [15.06, 13.54, 12.18384, 88.0815, 42.97, 15.45014] [ 707.26359714 1116.32060728 1664.46291776 167.63868606 371.85780158 1158.87370455] -0.053047 9.318325 0 11.398970 3465.727 6.971953
2006-12-29 ['AXR', 'AMAG-202011', 'RNAI-200612', 'CRVL', 'INAPQ-202005', 'CHTRQ-200911'] [119.2263, 59.72, 13.01, 23.785, 79.48, 3.06] [99.42017, 60.93, 13.01, 23.565, 72.88, 3.5] [ 139.79018611 279.08015182 1281.06584678 700.7217434 209.69635967 5446.62309368] -0.015727 9.840327 0 12.037527 3400.992 6.823048
2006-11-30 ['AMAG-202011', 'INAPQ-202005', 'AXR', 'CRVL', 'RNAI-200612', 'CHTRQ-200911'] [55.72, 77.8, 85.33687, 19.08667, 12.88, 2.95] [59.72, 79.48, 119.2263, 23.785, 13.01, 3.06] [ 299.11462072 214.22450728 195.30440555 873.20976717 1293.99585921 5649.71751412] 0.130674 9.997554 0 12.229861 3360.744 6.730469
2006-10-31 ['RNAI-200612', 'AMAG-202011', 'OMG-201510', 'AXR', 'AUXL-201501', 'NRPH-200704'] [12.63, 41.5, 56.2361, 69.68658, 12.6, 50.86] [12.88, 55.72, 46.41945, 85.33687, 16.68, 49.08] [1319.60939562 401.6064257 296.3695325 239.16608717 1322.75132275 327.69694586] 0.116879 8.842117 0 10.816431 3289.178 6.565851
2006-09-29 ['GIC', 'SWBI', 'INAPQ-202005', 'AKAM', 'GYMB-201011', 'FMD-201608'] [7.351605, 10.40238, 60.88, 49.99, 42.18, 449.5958] [4.988262, 10.26748, 65.92, 46.86, 46.46, 437.8463] [2267.0786402 1602.19744584 273.76259308 333.40001334 395.13197408 37.07033444] -0.039822 7.916806 0 9.684512 3174.890 6.302963
2006-08-31 ['PWEI-200706', 'NEU', 'AMAG-202011', 'FNSR-201909', 'CHAP-200709', 'AMIEQ-201603'] [34.70849, 44.08693, 36.65, 29.44, 35.45977, 265.6715] [29.94527, 41.49654, 34.1, 29.04, 33.82133, 250.8237] [480.18990935 378.04099008 454.75216007 566.12318841 470.01620898 62.73411588] -0.063541 8.245144 0 10.086163 3105.375 6.143063
2006-07-31 ['POWR-201605', 'MNST', 'ILMN', 'CHAP-200709', 'MED', 'PWEI-200706'] [16.71, 7.664992, 19.115, 34.84908, 13.76813, 28.91545] [11.41, 4.589995, 16.84, 35.45977, 9.871178, 34.70849] [ 997.40674247 2174.38800545 871.91559857 478.25270184 1210.52507978 576.39312778] -0.150423 8.804601 0 10.770539 3031.223 5.972496
2006-06-30 ['MNST', 'TIE-201301', 'ZOLT-201402', 'NTRI-201903', 'RSAS-200609', 'DAKT'] [7.932075, 32.26085, 29.89, 39.70006, 27.1, 17.96248] [7.664992, 27.06233, 23.08, 33.81502, 27.56, 17.50828] [2101.17361052 516.62205635 557.60008922 419.8146468 615.00615006 927.85999855] -0.096533 10.363515 SELL 12.677535 3034.064 5.979031
2006-05-31 ['TIE-201301', 'MNST', 'NTRI-201903', 'FNSR-201909', 'ZOLT-201402', 'ANDE'] [33.95928, 7.702909, 43.39978, 36.56, 28.05, 26.71104] [32.26085, 7.932075, 39.70006, 26.16, 29.89, 21.5347] [ 490.78386428 2163.68474127 384.02652425 455.87162655 594.17706477 623.96172769] -0.086361 11.470825 0 12.677535 3028.705 5.966704
2006-04-28 ['TIE-201301', 'NTRI-201903', 'ALTO', 'ANDE', 'MNST', 'AMKR'] [33.61678, 43.36144, 3395.7, 27.02657, 5.394161, 11.94691] [33.95928, 43.39978, 3056.55, 26.71104, 7.702909, 9.397444] [ 495.78414907 384.36607886 4.90816817 616.67709468 3089.76069989 1395.06087069] 0.019022 12.555099 0 13.875873 3128.880 6.197129
2006-03-31 ['NTRI-201903', 'FNSR-201909', 'BWNG-200701', 'TIE-201301', 'TWTC-201410', 'MNST'] [30.36451, 39.36, 14.74, 22.77871, 17.95, 5.252078] [43.36144, 37.6, 13.89, 33.61678, 16.77, 5.394161] [ 548.8864028 423.44173442 1130.71008593 731.67737184 928.50510678 3173.34713359] 0.127127 12.320737 0 13.616856 3095.299 6.119885
2006-02-28 ['NTRI-201903', 'ADLR-201112', 'TIE-201301', 'MYOG-200611', 'VRTX', 'CELL-201210'] [27.45713, 27.44, 19.24578, 37.9, 43.24, 23.575] [30.36451, 23.8, 22.77871, 36.19, 36.59, 25.88333] [607.0068746 607.38581147 865.99070896 439.75373791 385.44557508 706.96359138] 0.009301 10.931100 0 12.081032 3042.705 5.998907
2006-01-31 ['NTRI-201903', 'MYOG-200611', 'BOOM', 'TIE-201301', 'NDAQ', 'ALTO'] [31.24631, 37.32, 34.0831, 17.75614, 35.28516, 1977.15] [27.45713, 37.9, 29.4612, 19.24578, 34.10646, 1974.] [533.39631677 446.58806717 489.0009027 938.64244519 472.34210265 8.42964199] -0.032073 10.830365 0 11.969700 3037.305 5.986486
2005-12-30 ['NTRI-201903', 'MYOG-200611', 'TIE-201301', 'BOOM', 'MNST', 'CVOVQ-201809'] [23.0162, 30.1, 14.84018, 27.04665, 3.283746, 105.28] [31.24631, 37.32, 17.75614, 34.0831, 3.65833, 113.6] [ 724.12764343 553.70985604 1123.0771235 616.21926067 5075.50421582 158.30800405] 0.207866 11.189237 0 12.366324 2939.106 5.760606
2005-11-30 ['CKXE-201106', 'NTRI-201903', 'TIE-201301', 'NDAQ', 'MNST', 'DCEL-200711'] [11.78307, 24.87564, 14.81437, 32.9446, 3.235413, 7.37] [11.81943, 23.0162, 14.84018, 29.61899, 3.283746, 7.5] [1414.45876725 669.99951224 1125.03377914 505.89980351 5151.3258637 2261.42017187] -0.023048 9.263640 0 10.238159 2936.469 5.754541
2005-10-31 ['CKXE-201106', 'NTRI-201903', 'BOOM', 'DCEL-200711', 'TIE-201301', 'NURO'] [1.140121e+01, 1.915034e+01, 1.875787e+01, 7.250000e+00, 1.107266e+01, 4.221319e+05] [1.178307e+01, 2.487564e+01, 2.191121e+01, 7.370000e+00, 1.481437e+01, 3.525136e+05] [1.46183314e+03 8.70306567e+02 8.88515949e+02 2.29885057e+03 1.50520893e+03 3.94821303e-02] 0.115020 9.482188 SELL 10.479697 2826.519 5.501631
2005-09-30 ['CKXE-201106', 'NTRI-201903', 'BOOM', 'DCEL-200711', 'MYOG-200611', 'NRPH-200704'] [11.42848, 15.98737, 19.77595, 7.68, 23.5, 23.97] [11.40121, 19.15034, 18.75787, 7.25, 20.05, 23.795] [1458.34500009 1042.48958188 842.77451484 2170.13888889 709.21985816 695.31358643] -0.011021 8.504051 0 10.479697 2880.466 5.625721
2005-08-31 ['CKXE-201106', 'NTRI-201903', 'BOOM', 'DCEL-200711', 'RVHLQ-201102', 'MYOG-200611'] [12.6377, 14.00013, 18.19027, 7.61, 25.93, 20.7] [11.42848, 15.98737, 19.77595, 7.68, 22.18, 23.5] [1318.80537334 1190.46513616 916.24075215 2190.10074463 642.75613832 805.15297907] 0.022213 8.598815 0 10.596477 2855.484 5.568257
2005-07-29 ['CKXE-201106', 'NTRI-201903', 'BOOM', 'DCEL-200711', 'RVHLQ-201102', 'MIX-200509'] [12.6377, 14.86915, 18.63173, 7.05, 22.6, 11.65] [12.6377, 14.00013, 18.19027, 7.61, 25.93, 11.87] [1318.80537334 1120.88899948 894.53135413 2364.06619385 737.46312684 1430.61516452] 0.027254 8.411962 0 10.366214 2882.967 5.631474
2005-06-30 ['CKXE-201106', 'NTRI-201903', 'BOOM', 'RVHLQ-201102', 'ENWV-201106', 'CTHR'] [11.69215, 9.431401, 17.42896, 22.65, 47.6, 19.17772] [12.6377, 14.86915, 18.63173, 22.6, 34.89, 21.34937] [1425.45782142 1767.14643632 956.26283305 735.83517292 350.14005602 869.06403194] 0.095075 8.188786 0 10.091190 2769.354 5.370138
2005-05-31 ['GAPTQ-201203', 'SEB', 'MNST', 'BLGM-201001', 'LCAV-201405', 'NXGN'] [19.72128, 1303.745, 1.552915, 29.322, 41.46905, 10.94149] [22.98839, 1613.683, 1.764998, 32.79996, 45.50519, 8.621451] [ 845.11079741 12.78368597 10732.50414006 568.40142782 401.90616054 1523.25384081] 0.090644 7.477829 0 9.215064 2750.143 5.325949
2005-04-29 ['MNST', 'BLGM-201001', 'CMTL', 'LNG', 'USG-201904', 'GAPTQ-201203'] [1.180832, 25.97051, 23.85486, 27.53391, 32.1002, 12.40392] [1.552915, 29.322, 24.57506, 29.12432, 35.05106, 19.72128] [14114.34197809 641.75353763 698.66964915 605.31419863 519.20756465 1343.66125117] 0.202326 6.856341 SELL 8.449194 2649.740 5.094999
2005-03-31 ['MNST', 'LNG', 'WLTGQ-201905', 'TZOO', 'BLUD-201108', 'CVA-202111'] [1.248957, 32.0616, 17.40156, 49.72, 20.12667, 9.459705] [1.180832, 27.53391, 14.02758, 27.7, 19.89333, 7.874862] [13344.4679574 519.83265547 957.76853723 335.2105122 828.08863397 1761.85902908] -0.168611 5.702565 0 8.449194 2708.589 5.230365
2005-02-28 ['LNG', 'TZOO', 'OS-200701', 'AKS-202003', 'AAPL', 'WLTGQ-201905'] [36.97695, 61.66, 29.11, 16.41822, 1.371872, 15.69208] [32.0616, 49.72, 23., 10.34675, 1.274318, 17.40156] [ 450.73124383 270.29949184 572.54093668 1015.13237529 12148.84964972 1062.10691423] -0.144740 6.859078 0 10.162739 2755.190 5.337558
2005-01-31 ['LNG', 'TZOO', 'MNST', 'AIQ-201708', 'OS-200701', 'WLTGQ-201905'] [37.22545, 57.92, 0.8520825, 66.8, 23.89, 14.30683] [36.97695, 61.66, 0.9129157, 56.6, 29.11, 15.69208] [ 447.72236915 287.75322284 19559.92133 249.500998 697.64197014 1164.94476181] 0.048654 8.019872 0 11.882627 2695.846 5.201054
2004-12-31 ['TZOO', 'LNG', 'NTMD-200904', 'GRA-202109', 'MECK-201803', 'MSO-201512'] [95.43, 31.65903, 26.65, 10.11599, 166.46, 26.76807] [57.92, 37.22545, 25.65, 8.421318, 128.87, 30.25474] [ 174.64808411 526.4427453 625.39086929 1647.556657 100.12415395 622.63236261] -0.086309 7.647780 0 11.331318 2769.614 5.370737
2004-11-30 ['TZOO', 'LNG', 'GRA-202109', 'AKS-202003', 'ESMK-200808', 'OS-200701'] [93., 28.25953, 10.10855, 12.07745, 36.58, 17.98] [95.43, 31.65903, 10.11599, 13.53684, 38.54, 20.29] [ 179.21146953 589.77154491 1648.76927617 1379.98225343 455.62238017 926.9558769 ] 0.075009 8.370201 0 12.401691 2674.323 5.151546
2004-10-29 ['TZOO', 'GRA-202109', 'ESMK-200808', 'MECK-201803', 'CVA-202111', 'AKS-202003'] [69.25, 7.967919, 31.65, 138.81, 4.096464, 8.91542] [93., 10.10855, 36.58, 117.39, 4.480336, 12.07745] [ 240.67388688 2091.7213976 526.59294365 120.06819874 4068.54952629 1869.42024792] 0.176908 7.786168 0 11.536360 2555.527 4.878288
2004-09-30 ['TZOO', 'AXON', 'NTMD-200904', 'OS-200701', 'SPDC', 'GRA-202109'] [52., 18.775, 23.84, 16.63, 231.84, 7.023959] [69.25, 20.45, 24.3, 14.52, 240., 7.967919] [ 320.51282051 887.70528185 699.10514541 1002.20485067 71.88865885 2372.83085887] 0.080492 6.615782 0 9.802260 2514.232 4.783300
2004-08-31 ['TZOO', 'SPDC', 'TRA-201004', 'AXON', 'MWY-200902', 'OS-200701'] [45., 249.44, 6.008393, 13.795, 12.07, 14.48] [52., 231.84, 6.937691, 18.775, 9.92, 16.63] [ 370.37037037 66.81633526 2773.89755741 1208.16721034 1380.83402375 1151.01289134] 0.095170 6.122937 0 9.072038 2476.168 4.695745
2004-07-30 ['SPDC', 'TZOO', 'AXON', 'PALM-201006', 'OS-200701', 'MWY-200902'] [257.28, 28.27, 15.645, 10.67361, 15.5, 11.43] [249.44, 45., 13.795, 8.664677, 14.48, 12.07] [ 64.78026534 589.55311874 1065.30307873 1561.48357179 1075.2688172 1458.15106445] 0.040841 5.590858 SELL 8.283683 2466.013 4.672386
2004-06-30 ['AXON', 'INSG', 'TZOO', 'SPDC', 'MNST', 'ULGX'] [21.615, 26.5, 29.79, 230.24, 0.5277078, 15.43] [15.645, 22.97, 28.27, 257.28, 0.4270829, 10.12] [ 771.06947336 628.93081761 559.47185857 72.38823257 31583.13495966 1080.14689998] -0.146301 5.371483 0 8.283683 2562.931 4.895319
2004-05-31 ['MWY-200902', 'OSIP-201006', 'SCRX-200810', 'ONXX-201309', 'RHT-201907', 'ASKJ-200507'] [10.84, 82.4, 17.72912, 46.97, 27.33, 40.4] [11.52, 70.44, 18.89907, 42.36, 22.97, 39.03] [1537.51537515 202.26537217 940.07297975 354.83642041 609.83046713 412.54125413] -0.051336 6.292007 0 9.703278 2512.986 4.780434
2004-04-30 ['LSCP-200607', 'OSIP-201006', 'ONXX-201309', 'INTV-200809', 'OSTK', 'SCRX-200810'] [29.84, 73.8, 48.97, 12.45, 36.24, 15.57923] [28.54, 82.4, 46.97, 14.01, 35.99, 17.72912] [ 558.53440572 225.83559169 340.34442856 1338.68808568 459.89698308 1069.80041162] 0.048087 6.632492 0 10.228360 2476.988 4.697631
2004-03-31 ['INTV-200809', 'AKAM', 'ENCY-200806', 'SWC-201705', 'ISSI-201512', 'AV-200710'] [16.77, 13.14, 10.28, 15.7, 17.472, 15.88] [12.45, 11.84, 10.05, 13.43, 13.52258, 13.68] [ 993.83820314 1268.39167935 1621.27107652 1061.57112527 953.90720391 1049.53820319] -0.148013 6.328186 0 9.759072 2529.284 4.817923
2004-02-27 ['ENCY-200806', 'AKAM', 'SCRX-200810', 'ACF-201009', 'DCGNQ-201006', 'AV-200710'] [9.68, 15.08, 18.73907, 19.02, 12.16, 17.15] [10.28, 13.14, 15.75922, 17.03, 10.63, 15.88] [1721.7630854 1105.21662246 889.40735408 876.27059236 1370.61403509 971.81729835] -0.088364 7.427563 0 11.454486 2559.668 4.887813
2004-01-30 ['AKAM', 'DITC-201212', 'EPIC-201105', 'ENCY-200806', 'ONXX-201309', 'DCGNQ-201006'] [12.95, 20.93, 15.77, 9.38, 33.68, 10.8] [15.08, 18.69, 14.27, 9.68, 36.8, 12.16] [1287.001287 796.30514413 1056.85901501 1776.83013504 494.85352336 1543.20987654] 0.035481 8.147508 0 12.564757 2525.643 4.809548
2003-12-31 ['DITC-201212', 'MTLG-200612', 'XMSR-200807', 'EPIC-201105', 'ASPT-200509', 'SBAC'] [19.1, 27., 26.29, 12.76, 15.75, 3.688771] [20.93, 25.81, 23.42, 15.77, 17.49, 4.365699] [ 872.60034904 617.28395062 633.95460885 1306.16509927 1058.2010582 4518.21668156] 0.078742 7.868335 0 12.134227 2474.032 4.690831
2003-11-28 ['MTLG-200612', 'DITC-201212', 'XMSR-200807', 'AKAM', 'PTRY-201503', 'CLRD'] [2.719000e+01, 1.756000e+01, 2.488000e+01, 1.340000e+01, 2.296000e+01, 2.891864e+06] [2.700000e+01, 1.910000e+01, 2.629000e+01, 1.076000e+01, 2.270000e+01, 2.158223e+06] [6.12970455e+02 9.49126803e+02 6.69882101e+02 1.24378109e+03 7.25900116e+02 5.76329546e-03] -0.054108 7.293994 0 11.248501 2365.820 4.441919
2003-10-31 ['DCEL-200711', 'RBBN', 'SYNC-200602', 'MTLG-200612', 'VRSOQ-201301', 'NIHDQ-201506'] [8.67, 41.15, 6.99, 23.41, 20.9, 12.83333] [5.94, 45.7, 6.05, 27.19, 19.25, 12.65833] [1922.33756248 405.02227623 2384.35860753 711.94646163 797.44816587 1298.70163603] -0.044983 7.711231 0 11.891948 2333.677 4.367983
2003-09-30 ['RBBN', 'DCEL-200711', 'SYNC-200602', 'VRSOQ-201301', 'ASKJ-200507', 'SOHU'] [34.65, 8.12, 4.76, 18.5, 17.39, 31.18] [41.15, 8.67, 6.99, 20.9, 19.21, 34.31] [ 481.000481 2052.54515599 3501.40056022 900.9009009 958.40521372 534.53068206] 0.176431 8.074447 0 12.452084 2200.503 4.061653
2003-08-29 ['DCEL-200711', 'VRSOQ-201301', 'MTLG-200612', 'ASKJ-200507', 'SOHU', 'PRTLQ-200907'] [9.2, 21.85, 20.135, 18.21, 29.92, 7.66] [8.12, 18.5, 18., 17.39, 31.18, 6.75] [1811.5942029 762.77650648 827.74604751 915.24803222 557.04099822 2175.80504787] -0.083077 6.863513 0 10.584631 2224.656 4.117210
2003-07-31 ['SOHU', 'ASKJ-200507', 'MTLG-200612', 'TRAD-201106', 'RATE-200909', 'MOGN-200801'] [39.74, 17.45, 17.655, 12.05, 15.02, 19.19] [29.92, 18.21, 20.135, 9.95, 12.49, 19.31] [ 419.39271934 955.10983763 944.01963561 1383.12586445 1109.63160231 868.50790342] -0.066591 7.485373 0 11.543639 2176.426 4.006270
2003-06-30 ['TMR-201005', 'IDEV-200903', 'AVNX-200904', 'UPCS-200606', 'CNXT-201104', 'AKAM'] [4.73, 6.24, 59.25, 1.59, 41.9, 4.78] [4.31, 5.82, 59.25, 1.8, 49.1, 4.58] [ 3523.60817477 2670.94017094 281.29395218 10482.1802935 397.77247414 3486.75034868] 0.017662 8.019392 0 12.367181 2127.618 3.894001
2003-05-30 ['AVNX-200904', 'CTLM-200810', 'MVL-200912', 'DCEL-200711', 'RBBN', 'SAVA'] [62.25, 10.98, 14.9, 5.78, 23.15, 30.47323] [59.25, 9.79, 12.73333, 5.27, 24.2, 26.31223] [ 267.73761714 1517.91135398 1118.56823266 2883.50634371 719.94240461 546.92812894] -0.080235 7.880215 0 12.152548 2099.288 3.828836
2003-04-30 ['RBBN', 'DCEL-200711', 'DYN-201804', 'ALGN', 'AMT', 'ATAR-200810'] [16., 2.79, 1415.344, 7.52, 5.484397, 42.9] [23.15, 5.78, 1601.912, 10.13, 7.400633, 45.3] [1041.66666667 5973.71565114 11.77570023 2216.31205674 3038.92418194 388.5003885 ] 0.400466 8.567641 0 13.212668 1979.781 3.553943
2003-03-31 ['RBBN', 'DCEL-200711', 'CAMZ-200304', 'TALK-200612', 'AMI-200406', 'IDCC'] [11.25, 3.3, 8.89, 7.249, 10.34, 18.10066] [16., 2.79, 8.99, 8.79, 9.55, 18.02067] [1481.48148148 5050.50505051 1874.76565429 2299.16770129 1611.86331399 920.77673779] 0.068447 6.117709 0 9.434482 1830.320 3.210149
2003-02-28 ['DCEL-200711', 'CAMZ-200304', 'CRAY-201909', 'ZD', 'RMBS', 'LCI'] [3.95, 8.55, 34.12, 4.319902, 15.18, 11.49333] [3.3, 8.89, 26.44, 5.124572, 13.21, 11.05] [4219.4092827 1949.31773879 488.4720594 3858.11221335 1097.93588054 1450.11642985] -0.055326 5.725792 0 8.830085 1811.273 3.166336
2003-01-31 ['DCEL-200711', 'CAMZ-200304', 'LCI', 'RMBS', 'RGLD', 'INKT-200303'] [2.7, 8.78, 13.68, 15.5, 22.36302, 1.63] [3.95, 8.55, 11.49333, 15.18, 15.93847, 1.63] [ 6172.83950617 1898.25360668 1218.32358674 1075.2688172 745.27799316 10224.94887526] -0.005168 6.061132 SELL 9.347231 1841.571 3.236028
2002-12-31 ['DCEL-200711', 'INKT-200303', 'RGLD', 'HL', 'CTAC-200709', 'CRAY-201909'] [2.21, 1.6, 20.42091, 4.803041, 27.57, 30.68] [2.7, 1.63, 22.36302, 4.157574, 21.41, 26.04] [ 7541.47812971 10416.66666667 816.15690323 3470.02381755 604.52182324 543.24206867] -0.028914 6.092617 SELL 9.347231 1887.762 3.342278
2002-11-29 ['CCK', 'LCI', 'TALK-200612', 'UNTD-201606', 'DCEL-200711', 'LEXR-200606'] [8.557276, 13.96667, 7.91, 7.999375, 1.5, 7.34] [7.873881, 10.92, 5.6, 8.004396, 2.21, 6.27] [ 1947.66029127 1193.31713763 2107.03750527 2083.49610647 11111.11111111 2270.66303361] -0.043642 6.274024 0 9.347231 2000.883 3.602482
2002-10-31 ['ZD', 'TALK-200612', 'BLUD-201108', 'LCI', 'HNR-201705', 'UNTD-201606'] [4.960022, 7.93, 4.404938, 8.086667, 26.72, 6.005808] [4.007076, 7.91, 4.537284, 13.96667, 29.52, 7.999375] [3360.20014965 2101.7234132 3783.63252029 2061.00568586 623.75249501 2775.09148922] 0.166542 6.560329 0 9.773777 1886.715 3.339870
2002-09-30 ['TALK-200612', 'CKEC-201612', 'ZD', 'LCI', 'BLUD-201108', 'JAH-201604'] [6.96, 15.25554, 3.596603, 6.7, 3.209877, 5.221159] [7.93, 14.73007, 4.960022, 8.086667, 4.404938, 4.601928] [2394.63601533 1092.49929315 4634.00232571 2487.56218905 5192.3069534 3192.13926767] 0.157447 5.623741 SELL 8.378419 1747.563 3.019789
2002-08-30 ['BLUD-201108', 'INVN-200412', 'TALK-200612', 'CKEC-201612', 'JAS.A-200311', 'ZD'] [3.527901, 34.13, 7.53, 15.27249, 30., 3.254845] [3.209877, 32.01, 6.96, 15.25554, 28.04, 3.596603] [4724.24443505 488.32893837 2213.36874723 1091.28679519 555.55555556 5120.57153771] -0.031567 4.858747 0 8.378419 1952.738 3.491738
2002-07-31 ['TALK-200612', 'BLUD-201108', 'ZD', 'CKEC-201612', 'LCI', 'INVN-200412'] [9.87, 3.712263, 3.524274, 18.3914, 5.446667, 26.81] [7.53, 3.527901, 3.254845, 15.27249, 6.32, 34.13] [1688.6187099 4489.62443304 4729.10638238 906.22066111 3059.97533293 621.65858511] -0.016567 5.017122 SELL 8.651521 1943.557 3.470619
2002-06-28 ['CBZ-200309', 'SIE-200802', 'ITRU-200301', 'NEWCQ-200808', 'DRYR-200601', 'AAIC'] [22.8, 11.175, 3.01, 15.76785, 67.85815, 41.70229] [17.6, 11.375, 3.02, 12.43547, 66.23589, 35.21599] [ 730.99415205 1491.42431022 5537.09856035 1057.00312133 245.61038971 399.65830813] -0.099606 5.101643 SELL 8.651521 2111.421 3.856744
2002-05-31 ['CCK', 'CBZ-200309', 'NEWCQ-200808', 'SIE-200802', 'BYD', 'PETM-201503'] [8.220531, 20.55, 12.21028, 9.375, 13.25031, 14.9952] [6.784413, 22.8, 15.76785, 11.175, 13.05985, 14.54826] [2027.44405035 811.03000811 1364.97006348 1777.77777778 1257.83220669 1111.46678048] 0.062328 5.666011 SELL 8.651521 2275.200 4.233473
2002-04-30 ['CBZ-200309', 'SIMG-201503', 'CCK', 'HLYW-200504', 'MOVIQ-200805', 'SIE-200802'] [19.3, 9.65, 11.15219, 20.64, 19.86378, 9.75] [20.55, 8.25, 8.220531, 19.36, 17.71608, 9.375] [ 863.55785838 1727.11571675 1494.4747773 807.49354005 839.04808987 1709.4017094 ] -0.091964 5.333579 SELL 8.651521 2301.870 4.294820
2002-03-29 ['SGID-200610', 'EXPEA-200308', 'BYD', 'HLYW-200504', 'CCK', 'AVNT-200206'] [4.25, 34.92, 13.64029, 16.8, 8.864306, 20.03] [2.8, 40.418, 13.87609, 20.64, 11.15219, 16.65] [3921.56862745 477.28140512 1221.870405 992.06349206 1880.19983365 832.08520553] 0.025247 5.873756 0 8.651521 2429.323 4.587991
2002-02-28 ['FLIR-202105', 'SGID-200610', 'ATN-200512', 'HLYW-200504', 'KMX', 'CCK'] [5.940505, 3.49, 39.51326, 14.2, 13.37, 5.675137] [5.201891, 4.25, 47.87277, 16.8, 12.93, 8.864306] [2805.59761614 4775.54918816 421.79933184 1173.70892019 1246.5719272 2936.78666553] 0.169523 5.729113 0 8.438476 2327.282 4.353273
2002-01-31 ['HLYW-200504', 'FLIR-202105', 'ATN-200512', 'BYI-201411', 'ONCO-200312', 'MOVIQ-200805'] [13.01, 4.974206, 39.02725, 17.14, 7.68, 14.18276] [14.2, 5.940505, 39.51326, 16.17, 3.18, 13.10396] [1281.06584678 3350.61850407 427.05203843 972.38428627 2170.13888889 1175.13563415] -0.070069 4.898677 SELL 7.215317 2375.866 4.465027
2001-12-31 ['AKLMQ-200808', 'HLYW-200504', 'ATN-200512', 'MOVIQ-200805', 'MCAFA-200209', 'IDEV-200903'] [5.3, 14.29, 29.75402, 16.07313, 33.91, 11.09] [4.4, 13.01, 39.02725, 14.18276, 22.12, 10.16] [3144.65408805 1166.31677164 560.148399 1036.927261 491.49710017 1502.85542531] -0.082813 5.267783 0 7.215317 2406.037 4.534427
2001-11-30 ['HLYW-200504', 'MOVIQ-200805', 'FLIR-202105', 'ATN-200512', 'BYI-201411', 'DLIA-200309'] [14.9, 16.48222, 4.373947, 32.12579, 13.18, 6.88] [14.29, 16.07313, 4.13101, 29.75402, 14.695, 6.2] [1118.56823266 1011.19064463 3810.44092822 518.7939866 1264.54223571 2422.48062016] -0.029837 5.743410 0 7.866787 2372.596 4.457506
2001-10-31 ['MOVIQ-200805', 'ATN-200512', 'HLYW-200504', 'FLIR-202105', 'BYI-201411', 'VYSI-200112'] [18.17795, 25.47706, 16.09, 5.046107, 9.9, 30.49] [16.48222, 32.12579, 14.9, 4.373947, 13.18, 30.45] [ 916.861729 654.18327965 1035.84006629 3302.87619083 1683.5016835 546.6273095 ] 0.048420 5.920044 0 8.108723 2202.920 4.067213
2001-09-28 ['MOVIQ-200805', 'FLIR-202105', 'BYI-201411', 'PRX-201209', 'HLYW-200504', 'TRDO-200604'] [13.678, 4.469813, 7.1, 35.75, 11.75, 25.66] [18.17795, 5.046107, 9.9, 34.3, 16.09, 27.15] [1218.50173027 3728.71676436 2347.41784038 466.2004662 1418.43971631 649.51935568] 0.206526 5.646631 SELL 7.734228 2152.832 3.951999
2001-08-31 ['BYI-201411', 'ATN-200512', 'MOVIQ-200805', 'FLIR-202105', 'HLYW-200504', 'PRX-201209'] [9.855, 26.87679, 11.65676, 3.072112, 12., 35.] [7.1, 17.70078, 13.678, 4.469813, 11.75, 35.75] [1691.1889058 620.1137363 1429.78552073 5425.14943032 1388.88888889 476.19047619] 0.001332 4.680073 SELL 7.734228 2361.144 4.431163
2001-07-31 ['MOVIQ-200805', 'BYI-201411', 'PRX-201209', 'FLIR-202105', 'HLYW-200504', 'MGL-200210'] [12.63769, 7.65, 39.6, 3.278009, 8.41, 11.99] [11.65676, 9.855, 35., 3.072112, 12., 13.25] [1318.80641689 2178.64923747 420.87542088 5084.38709798 1981.76773682 1390.04726161] 0.093934 4.673848 SELL 7.734228 2509.283 4.771917
2001-06-29 ['HLYW-200504', 'EXPEA-200308', 'BKNG', 'CBZ', 'THQIQ-201308', 'FLWS'] [8.46, 21.64151, 54.3, 5.4, 265.0222, 14.84] [8.41, 22.44959, 53.22, 3.67, 220.6667, 12.] [1970.05516154 770.12494353 306.93677103 3086.41975309 62.88781342 1123.09074573] -0.111262 4.272514 SELL 7.734228 2551.331 4.868636
2001-05-31 ['HLYW-200504', 'THQIQ-201308', 'STEI-201312', 'SRDX', 'PECS-200506', 'ACIIQ-201610'] [5.66, 215.5556, 6.46177, 54.24, 23., 129.3399] [8.46, 265.0222, 6.19041, 58.8, 22.1, 108.6636] [2944.64075383 77.31957169 2579.27265543 307.27630285 724.63768116 128.85943678] 0.094545 4.807393 0 7.734228 2599.258 4.978879
2001-04-30 ['ACIIQ-201610', 'SRDX', 'DVA', 'VGR', 'CNX', 'CNC-200208'] [129.7591, 55.29, 5.866667, 1.620013, 12.69201, 19.03] [129.3399, 54.24, 6.3, 1.526249, 10.16212, 17.42] [ 128.44314323 301.44088744 2840.90892949 10287.98328573 1313.16211275 875.81012437] -0.048361 4.392139 0 7.066159 2578.549 4.931244
2001-03-30 ['ACIIQ-201610', 'FWLT-201412', 'DVA', 'MEE-201106', 'AURFQ-200403', 'COCOQ-201509'] [125.6924, 176.8208, 5.66, 22.02297, 6.9, 10.0625] [129.7591, 148.1711, 5.866667, 20.72479, 4.96, 10.25] [ 132.59884183 94.25738752 2944.64075383 756.78560461 2415.4589372 1656.31469979] -0.069105 4.615344 SELL 7.425255 2387.114 4.490900
2001-02-28 ['DVA', 'ACIIQ-201610', 'SKX', 'FWLT-201412', 'MEE-201106', 'SHAW-201302'] [5.86, 98.49326, 8.986657, 126.5116, 18.05175, 50.31] [5.66, 125.6924, 7.999991, 176.8208, 22.02297, 46.71] [2844.1410694 169.2163166 1854.60140146 131.74022514 923.27152031 331.27940105] 0.113055 4.957965 SELL 7.425255 2553.571 4.873789
2001-01-31 ['SKX', 'OSIP-201006', 'DVA', 'IXYS-201801', 'ARXX-200708', 'CCMP'] [8.609991, 64.0156, 6.516666, 22.16048, 26., 55.5144] [8.986657, 43.625, 5.86, 12.0553, 13.375, 39.64145] [1935.73566647 260.35320557 2557.54501867 752.08960576 641.02564103 300.22240476] -0.267174 4.454376 0 7.425255 2810.346 5.464429
2000-12-29 ['OSIP-201006', 'CANI-200704', 'ARXX-200708', 'IBLTZ-201102', 'CRK', 'PPDI-201112'] [80.125, 34.75, 28.8281, 1.942006, 69.74693, 10.55024] [64.0156, 25.6875, 26., 1.325091, 51.77822, 8.758687] [ 208.00832033 479.61630695 578.13961609 8582.19112952 238.95914367 1579.74289368] -0.217509 6.078358 SELL 10.132365 2717.387 5.250603
2000-11-30 ['OSIP-201006', 'CTIC', 'IDXG', 'IMGN', 'NPSP-201502', 'IMMU-202010'] [5.61250e+01, 5.13000e+05, 1.29000e+04, 2.51875e+01, 3.87500e+01, 1.90625e+01] [8.01250e+01, 5.40750e+05, 1.05766e+04, 2.14375e+01, 4.80000e+01, 2.15000e+01] [2.96956199e+02 3.24886290e-02 1.29198966e+00 6.61703888e+02 4.30107527e+02 8.74316940e+02] 0.086550 7.767960 SELL 10.132365 2672.476 5.147297
2000-10-31 ['CTIC', 'APPS-200211', 'MEDX-200909', 'IMMU-202010', 'NEWP-201604', 'IMGN'] [8.026872e+05, 2.525000e+01, 6.112500e+01, 2.312500e+01, 1.141559e+02, 3.437500e+01] [5.13000e+05, 1.32500e+01, 3.62500e+01, 1.90625e+01, 5.69765e+01, 2.51875e+01] [2.07635884e-02 6.60066007e+02 2.72665303e+02 7.20720721e+02 1.45999170e+02 4.84848485e+02] -0.364489 7.149201 SELL 10.132365 2943.812 5.771431
2000-09-29 ['UPHN-200908', 'CTIC', 'NEWP-201604', 'IMGN', 'MEDX-200909', 'OSIP-201006'] [2.145000e+02, 8.002500e+05, 1.592003e+02, 3.418750e+01, 5.865600e+01, 7.000000e+01] [1.162500e+02, 8.026872e+05, 1.141559e+02, 3.437500e+01, 6.112500e+01, 7.200000e+01] [7.77000777e+01 2.08268250e-02 1.04689920e+02 4.87507617e+02 2.84142571e+02 2.38095238e+02] -0.110298 11.249532 SELL 10.132365 2986.333 5.869239
2000-08-31 ['NEWP-201604', 'IXYS-201801', 'UPHN-200908', 'LPTH', 'IMMU-202010', 'MEDX-200909'] [158.9345, 38.05694, 220.875, 422., 25., 55.25] [159.2003, 24.70155, 214.5, 380., 20.9375, 58.656] [104.86500204 437.9402723 75.45746086 39.49447077 666.66666667 301.65912519] -0.096417 12.644160 0 10.132365 3127.960 6.195013
2000-07-31 ['UPHN-200908', 'NEWP-201604', 'IXYS-201801', 'CTIC', 'MEDX-200909', 'MYGN'] [2.804063e+02, 9.783466e+01, 2.783357e+01, 3.885000e+05, 3.643750e+01, 3.166391e+01] [2.208750e+02, 1.589345e+02, 3.805694e+01, 5.580000e+05, 5.525000e+01, 3.334768e+01] [5.94375614e+01 1.70355441e+02 5.98797304e+02 4.29000429e-02 4.57404231e+02 5.26361611e+02] 0.297548 13.993355 0 11.213538 2911.999 5.698254
2000-06-30 ['ABGX-200603', 'SDLI-200102', 'MRVC-201708', 'CELG-201911', 'TSCC', 'PWER-201307'] [59.9295, 285.188, 525.3114, 7.359375, 16.89758, 56.96875] [50.125, 347.062, 452.0803, 6.492188, 13.65461, 59.03125] [ 278.10455062 58.44098162 31.72721298 2264.68506723 986.33453232 292.55805449] -0.059933 10.784463 0 8.642101 2964.395 5.818777
2000-05-31 ['ABGX-200603', 'SDLI-200102', 'TSCC', 'ELON-201809', 'NVDA', 'ASDV-200006'] [39.5, 226.562, 13.31325, 536.25, 2.172861, 58.5] [59.9295, 285.188, 16.89758, 579.375, 2.420372, 73.] [ 421.94092827 73.56338074 1251.88565276 31.08003108 7670.37866972 284.9002849 ] 0.247898 11.472012 SELL 9.193067 2879.151 5.622696
2000-04-28 ['TSCC', 'ASDV-200006', 'BEAS-200804', 'ABGX-200603', 'SILI-200505', 'AMCC-201701'] [17.92168, 69.125, 48.25, 44.78125, 82.9375, 257.75] [13.31325, 58.5, 36.125, 39.5, 61.75, 198.5] [929.9723389 241.10910187 345.42314335 372.17957665 200.95453404 64.66214032] -0.210903 9.193067 0 9.193067 2962.354 5.814082
2000-03-31 ['SLNH', 'TSCC', 'SILI-200505', 'AMCC-201701', 'BRCD-201711', 'MRVC-201708'] [142.6311, 24.91967, 95.0625, 300.125, 84.39307, 357.8562] [106.5967, 17.92168, 82.9375, 257.75, 58.36036, 269.2465] [116.85156089 668.81570529 175.32325225 55.53241705 197.48856946 46.57364234] -0.226381 11.650108 0 11.650108 3070.561 6.062982
2000-02-29 ['SLNH', 'CRA-201105', 'MRVC-201708', 'ABGX-200603', 'TSCC', 'PDLI-202012'] [137.6089, 244., 612.4565, 80.53125, 19.79919, 8.818969] [142.6311, 92.125, 357.8562, 34.53125, 24.91967, 2.80233] [ 121.11619718 68.30601093 27.21281702 206.95899625 841.78527842 1889.86565966] -0.332745 15.059224 0 15.059224 2847.492 5.549873
2000-01-31 ['SLNH', 'OCLI-200002', 'BCOR', 'CRA-201105', 'MSTR', 'QCOM'] [112.8745, 379.875, 258.9597, 100.4375, 1388.75, 42.83672] [137.6089, 390.375, 401.0295, 244., 1390.625, 48.04374] [147.65661568 43.87408139 64.36007868 165.94067621 12.00120012 389.07429576] 0.391278 22.568921 0 22.568921 2821.342 5.489723
1999-12-31 ['IDCC', 'SLNH', 'QCOM', 'BVSN-202005', 'MCOM-200107', 'BCOR'] [59.98893, 46.70667, 59.40644, 12751.72, 78.625, 197.7427] [23.19572, 112.8745, 42.83672, 9539.046, 96., 258.9597] [277.82903724 356.83697139 280.55319704 1.30701322 211.97668256 84.2846116 ] 0.133840 16.221722 0 16.221722 2936.454 5.754506
1999-11-30 ['SLNH', 'ANCR-200008', 'SDLI-200102', 'QCOM', 'BVSN-202005', 'ELX-201505'] [30.63556, 60.625, 81.375, 30.55173, 6977.302, 40.625] [46.70667, 67.875, 109., 59.40644, 12751.72, 56.25] [544.03009662 274.91408935 204.81310804 545.52284491 2.3886979 410.25641026] 0.523388 14.306893 0 14.306893 2760.324 5.349367
1999-10-29 ['SLNH', 'ELX-201505', 'ANCR-200008', 'BVSN-202005', 'MCOM-200107', 'AERL-200005'] [42.68889, 38.98438, 31.6875, 5504.45, 43.9375, 42.5] [30.63556, 40.625, 60.625, 6977.302, 59.25, 41.3125] [390.42164523 427.52165525 525.96975674 3.02785322 379.32669512 392.15686275] 0.210181 9.391499 0 9.391499 2685.176 5.176510
1999-09-30 ['SLNH', 'GUCO-200007', 'ELX-201505', 'GNET-200010', 'ANCR-200008', 'HLIT'] [71.44112, 13.65625, 21.46875, 64.75, 24.25, 65.40625] [42.68889, 12.5, 38.98438, 70.375, 31.6875, 59.375] [ 233.29234853 1220.44241037 776.3221737 257.4002574 687.28522337 254.81764612] 0.105017 7.760409 0 7.760409 2526.687 4.811950
1999-08-31 ['SLNH', 'GUCO-200007', 'ANCR-200008', 'HLIT', 'ELX-201505', 'EXDS-200109'] [60.26667, 12.9375, 26.5, 63., 17.23438, 20.09375] [71.44112, 13.65625, 24.25, 65.40625, 21.46875, 18.01562] [ 276.54865727 1288.24476651 628.93081761 264.55026455 967.05925404 829.44530845] 0.056089 7.022889 0 7.022889 2592.960 4.964393
1999-07-30 ['SLNH', 'GUCO-200007', 'ANCR-200008', 'ELX-201505', 'MJRC-201102', 'SNDK-201605'] [64.53556, 11.25, 29.625, 14.07812, 66.66666, 18.56789] [60.26667, 12.9375, 26.5, 17.23438, 65.83333, 20.41258] [ 258.25555193 1481.48148148 562.58790436 1183.87019479 250.000025 897.60692608] 0.048235 6.649904 0 6.649904 2622.783 5.032992
1999-06-30 ['AMTD-202010', 'ABRX-199907', 'QCOM', 'STCN', 'DISH', 'ETFC-202010'] [21.59526, 90.0625, 12.10053, 491.1795, 13.61225, 389.8423] [15.24147, 25.5, 13.15458, 396.9807, 12.13181, 294.0594] [ 771.77429985 185.05667361 1377.35013811 33.93192645 1224.38734718 42.75233002] -0.245035 6.343905 0 6.343905 2704.797 5.221643
1999-05-31 ['AMTD-202010', 'ETFC-202010', 'STCN', 'MFNXQ-200209', 'DCLK-200507', 'CNET-200806'] [18.27193, 434.3782, 446.2332, 20.1875, 48.71875, 54.125] [21.59526, 389.8423, 491.1795, 17.96875, 45.875, 57.625] [912.14593459 38.3690219 37.34967875 825.59339525 342.09963652 307.92917629] 0.012744 8.402916 0 8.402916 2574.684 4.922354
1999-04-30 ['AMTD-202010', 'ETFC-202010', 'STCN', 'DCLK-200507', 'MFNXQ-200209', 'CNET-200806'] [27.21054, 563.7156, 548.1025, 69.90625, 21.0625, 64.25] [18.27193, 434.3782, 446.2332, 48.71875, 20.1875, 54.125] [612.50775129 29.5657361 30.40793769 238.41454329 791.29574679 259.40337224] -0.207668 8.297176 0 8.297176 2624.566 5.037093
1999-03-31 ['STCN', 'AMTD-202010', 'AMZN', 'DCLK-200507', 'TWX-201806', 'EYE-200505'] [394.1547, 12.58026, 86.09375, 45.51562, 111.9803, 53.78125] [548.1025, 27.21054, 86.03125, 69.90625, 108.7428, 64.375] [ 42.28458183 1324.82688487 193.58741682 366.17465975 148.83570295 309.8973465 ] 0.376125 10.471844 0 10.471844 2511.214 4.776358
1999-02-26 ['STCN', 'NSOL-200006', 'AMTD-202010', 'AMZN', 'AABA-201910', 'NEON-200106'] [264.0258, 45.375, 9.931783, 64.0625, 10.46098, 62.375] [394.1547, 52.875, 12.58026, 86.09375, 11.47471, 67.75] [ 63.12514408 367.30945822 1678.11425871 260.16260163 1593.22230486 267.2010688 ] 0.241967 7.609663 0 7.609663 2422.332 4.571910
1999-01-29 ['NSOL-200006', 'STCN', 'AABA-201910', 'AMZN', 'AMTD-202010', 'LCOS-200010'] [60.25, 262.6801, 12.07102, 58.46875, 8.174621, 68.5] [45.375, 264.0258, 10.46098, 64.0625, 9.931783, 43.8125] [ 276.62517289 63.44853176 1380.71734341 285.05255657 2038.83050562 243.30900243] -0.070820 6.127106 0 6.127106 2511.284 4.776519
1998-12-31 ['AMZN', 'NSOL-200006', 'TWX-201806', 'MFNXQ-200209', 'NEON-200106', 'AABA-201910'] [53.54167, 32.71875, 59.08484, 8.375, 44., 8.073611] [58.46875, 60.25, 66.9406, 11.45312, 60.0625, 12.07102] [ 311.28402731 509.3919134 282.08025386 1990.04975124 378.78787879 2064.33857993] 0.382358 6.594104 0 6.594104 2428.774 4.586728
1998-11-30 ['AMZN', 'AABA-201910', 'ELNK-201702', 'EGHDQ-201404', 'NEON-200106', 'MFNXQ-200209'] [32., 6.542373, 23.45569, 61.5, 37., 6.484375] [53.54167, 8.073611, 22.18413, 40.0625, 44., 8.375] [ 520.83333333 2547.49563601 710.55964104 271.00271003 450.45045045 2570.2811245 ] 0.164199 4.770186 0 4.770186 2283.630 4.252864
1998-10-30 ['AABA-201910', 'AMZN', 'NEON-200106', 'STCN', 'MFNXQ-200209', 'ELNK-201702'] [4.459547, 21.07292, 24.625, 61.22922, 4.734375, 14.41855] [6.542373, 32., 37., 83.43323, 6.484375, 23.45569] [3737.30037303 790.90447203 676.81895093 272.20119196 3520.3520352 1155.9183598 ] 0.474528 4.097398 0 4.097398 2152.010 3.950108
1998-09-30 ['AABA-201910', 'ELNK-201702', 'AMZN', 'ELNK-200002', 'STCN', 'MFNXQ-200209'] [4.412694, 15.07703, 18.60417, 41.25, 57.3267, 4.09375] [4.459547, 14.41855, 21.07292, 38.5, 61.22922, 4.734375] [3776.98219425 1105.43433731 895.85650242 404.04040404 290.73131136 4071.24681934] 0.042923 2.778786 0 2.778786 2000.183 3.600872
1998-08-31 ['AMZN', 'ELNK-201702', 'CTYA-199910', 'BBY', 'AABA-201910', 'ADELQ-200702'] [13.95833, 9.763742, 23.25, 5.734663, 2.351165, 34.23709] [18.60417, 15.07703, 23.875, 6.140331, 4.412694, 38.82685] [1194.03013589 1706.99580823 716.84587814 2906.30271851 7088.68440397 486.80149705] 0.330919 2.664420 0 2.664420 1872.455 3.307069
1998-07-31 ['ELNK-201702', 'AMZN', 'STCN', 'AEO', 'BBY', 'GMGC-200209'] [14.80456, 18.47917, 73.3405, 3.17643, 6.896348, 112.] [9.763742, 13.95833, 41.04377, 2.251647, 5.734663, 77.] [1125.77926441 901.91641003 227.2505187 5246.980625 2416.73805711 148.80952381] -0.299599 2.001940 0 2.001940 2211.177 4.086206
1998-06-30 ['AMZN', 'AABA-201910', 'LCOS-200010', 'PIXR-200605', 'CNET-200806', 'BBY'] [16.625, 2.683395, 18.84375, 30.1875, 17.0625, 5.328996] [18.47917, 3.099747, 14.28125, 23.8125, 12.875, 6.896348] [1002.50626566 6211.0373861 884.46655611 552.10489993 976.8009768 3127.54347473] -0.022986 2.858276 0 2.858276 2252.068 4.180264
1998-05-29 ['AABA-201910', 'BBY', 'AMZN', 'LHSG-200007', 'TLC-199905', 'DKB.B-199812'] [1.865598, 4.794252, 7.34375, 57.8125, 28.5, 95.80096] [2.683395, 5.328996, 16.625, 65.875, 29.625, 94.55193] [8933.68596379 3476.38519349 2269.5035461 288.28828829 584.79532164 173.97181267] 0.329937 2.925523 0 2.925523 2178.410 4.010834
1998-04-30 ['LHSG-200007', 'AABA-201910', 'CVNS-200707', 'LCOS-200010', 'BBY', 'FILE-200610'] [60.75, 2.026389, 34.1875, 15.45312, 5.18148, 27.25] [57.8125, 1.865598, 26.15625, 13.25781, 4.794252, 27.51562] [ 274.3484225 8224.81106375 487.50761731 1078.53085116 3216.58419345 611.62079511] -0.094945 2.199746 0 2.199746 2233.527 4.137616
1998-03-31 ['CVNS-200707', 'BBY', 'IMRS-200107', 'CTXS', 'NTY-201010', 'LHSG-200007'] [35.875, 4.918719, 39.25, 10.34164, 20.25, 46.09375] [34.1875, 5.18148, 27.125, 11.8565, 20., 60.75] [ 464.57607433 3388.41610319 424.62845011 1611.60770116 823.04526749 361.5819209 ] 0.024928 2.430510 0 2.430510 2211.780 4.087593
1998-02-27 ['BBY', 'CVNS-200707', 'AVEI-199901', 'PRTLQ-200907', 'ICIX-200106', 'BEAS-200804'] [4.393195, 34., 40.9375, 26., 38.1875, 6.71875] [4.918719, 35.875, 36.625, 29., 39.8125, 7.03125] [3793.7461612 490.19607843 407.12468193 641.02564103 436.44298963 2480.62015504] 0.045646 2.371396 0 2.371396 2107.339 3.847355
1998-01-30 ['BBY', 'AVEI-199901', 'CVNS-200707', 'CLCX-200101', 'INTL-200708', 'HARS-200010'] [3.743205, 36.75, 23.09375, 34.0625, 22.47399, 16.87191] [4.393195, 40.9375, 34., 36.8125, 19.83988, 18.26398] [4452.51239691 453.51473923 721.69598557 489.29663609 741.59802806 987.83520459] 0.134314 2.267877 0 2.267877 1966.654 3.523748
1997-12-31 ['AABA-201910', 'LCOS-200010', 'AVEI-199901', 'BBY', 'FSLA-200407', 'HARS-200010'] [1.179842, 10.34375, 32.5, 2.719816, 11.66708, 17.65589] [1.079747, 9.546875, 36.75, 3.743205, 9.178456, 16.87191] [14126.18525757 1611.27895267 512.82051282 6127.86551247 1428.52081812 943.97204937] 0.014576 1.999338 0 1.999338 1956.514 3.500423
1997-11-28 ['TKLC-201201', 'AABA-201910', 'HARS-200010', 'AVEI-199901', 'IMNX-200207', 'CVC-201606'] [18.9375, 0.8710386, 16.87859, 27.6875, 4.760417, 5.212655] [15.25, 1.179842, 17.65589, 32.5, 4.5, 6.091371] [ 880.0880088 19134.24579194 987.44425137 601.95635816 3501.09384675 3197.34696938] 0.082257 1.970613 0 1.970613 1918.093 3.412046
1997-10-31 ['TKLC-201201', 'PTEN', 'CLHI', 'HARS-200010', 'INTL-200708', 'MVK-200610'] [20.9375, 11.00167, 0.1246927, 16.87859, 22.32271, 35.25] [18.9375, 7.219843, 0.09506957, 16.87859, 18.82166, 28.5625] [ 796.0199005 1514.92152252 133661.92781668 987.44425137 746.62380449 472.81323877] -0.170566 1.820837 0 1.820837 1847.362 3.249349
1997-09-30 ['CLHI', 'SPCT-200212', 'MVK-200610', 'PTEN', 'JBL', 'ASYTQ-200912'] [0.1708497, 64.125, 41.25, 10.2895, 12.85129, 22.1875] [0.1246927, 23.5, 35.25, 11.00167, 8.902709, 14.5625] [97551.62968777 259.90903184 404.04040404 1619.77420348 1296.88666793 751.17370892] -0.271807 2.195277 0 2.195277 1911.570 3.397042
1997-08-29 ['JBL', 'TKLC-201201', 'SMTC', 'APEX-200006', 'AEIS', 'MVK-200610'] [11.62502, 18.15625, 7.390625, 26.66667, 31.33011, 32.625] [12.85129, 17.03125, 8.640625, 25.25, 28.15981, 41.25] [1433.68928971 917.95754446 2255.10923185 624.99992188 531.96961858 510.85568327] 0.053785 3.014693 0 3.014693 1808.993 3.161092
1997-07-31 ['TKLC-201201', 'JBL', 'AMES-200108', 'DELL-201310', 'SPCT-200212', 'AEIS'] [15.375, 9.552631, 14.625, 10.24151, 45.5, 24.86517] [18.15625, 11.62502, 16.875, 9.829752, 44., 31.33011] [1084.01084011 1744.72003228 1139.6011396 1627.36419402 366.3003663 670.28162955] 0.123085 2.860824 0 2.860824 1885.466 3.336997
1997-06-30 ['JBL', 'MANU-200607', 'CLHI', 'DELL-201310', 'BRL-200812', 'AEIS'] [8.228261, 22.25, 0.112522, 7.033551, 13.03704, 15.29208] [9.552631, 21.625, 0.1102256, 10.24151, 13.33333, 24.86517] [ 2025.53937784 749.06367041 148119.1826191 2369.59491254 1278.40880036 1089.88879647] 0.202882 2.547290 0 2.547290 1748.400 3.021714
1997-05-30 ['JBL', 'CLHI', 'DELL-201310', 'MANU-200607', 'TKLC-201201', 'KEA-200706'] [5.738936, 0.08787429, 6.737835, 16.25, 8.75, 28.1875] [8.228261, 0.112522, 7.033551, 22.25, 8.84375, 26.] [ 2904.13879274 189664.87998556 2473.59376813 1025.64102564 1904.76190476 591.27864006] 0.176746 2.117656 0 2.117656 1678.616 2.861195
1997-04-30 ['JBL', 'DELL-201310', 'CLHI', 'BBRC-200008', 'MANU-200607', 'KEA-200706'] [4.745659, 5.015944, 0.05878698, 13.11111, 13.4375, 23.1875] [5.738936, 6.737835, 0.08787429, 13.94444, 16.25, 28.1875] [ 3511.98151124 3322.73778708 283509.4891193 1271.18654841 1240.31007752 718.77807727] 0.255979 1.799586 0 1.799586 1571.299 2.614342
1997-03-31 ['JBL', 'DELL-201310', 'AMD', 'CDG-199811', 'SFAM-200212', 'HKNI-202011'] [4.414567e+00, 4.050187e+00, 2.075000e+01, 2.968750e+01, 3.300000e+01, 4.480000e+04] [4.745659e+00, 5.015944e+00, 2.125000e+01, 3.050000e+01, 2.425000e+01, 4.032000e+04] [3.77537971e+03 4.11503633e+03 8.03212851e+02 5.61403509e+02 5.05050505e+02 3.72023810e-01] -0.000040 1.432815 0 1.432815 1497.534 2.444666
1997-02-28 ['SFAM-200212', 'JBL', 'MTZ', 'SAMC-200201', 'DELL-201310', 'DKB.B-199812'] [37.25, 3.249611, 23.33333, 47.5, 4.259809, 32.4784] [33., 4.414567, 18.5, 43.25, 4.050187, 26.50536] [ 447.42729306 5128.81900839 714.28581633 350.87719298 3912.53848862 513.16156789] -0.047556 1.432872 0 1.432872 1568.509 2.607924
1997-01-31 ['JBL', 'APM-200001', 'MTZ', 'DELL-201310', 'VIAS-200008', 'CDG-199811'] [4.635294, 55.25, 28.33333, 3.96035, 51.75, 34.125] [3.249611, 38.5, 23.33333, 4.259809, 36., 23.1875] [3595.60076808 301.65912519 588.23536332 4208.38225578 322.06119163 488.4004884 ] -0.221304 1.504417 0 1.504417 1566.796 2.603984
1996-12-31 ['CTN-199702', 'VIAS-200008', 'JBL', 'HERBA-200207', 'ENCD-200201', 'CDG-199811'] [52., 47.25, 3.924059, 23.49732, 41.25, 31.625] [23.75, 51.75, 4.635294, 17.91558, 31.5, 34.125] [ 320.51282051 352.73368607 4247.30277161 709.30074862 404.04040404 527.00922266] -0.110274 1.931970 0 1.931970 1484.639 2.415004
1996-11-29 ['CTN-199702', 'VIAS-200008', 'VTSS-201504', 'SAMC-200201', 'MTZ', 'CDG-199811'] [35.625, 45.25, 159.1667, 37.875, 21., 26.] [52., 47.25, 151.6667, 38.375, 23.55556, 31.625] [467.83625731 368.32412523 104.71201996 440.0440044 793.65079365 641.02564103] 0.134661 2.171420 0 2.171420 1502.738 2.456636
1996-10-31 ['VIAS-200008', 'RSYS-201812', 'CLFY-200003', 'ENCD-200201', 'MTZ', 'AGIS-199909'] [49.25, 42.5, 48.25, 41., 21.61111, 19.] [45.25, 30.5, 45., 37.5, 21., 15.375] [338.40947547 392.15686275 345.42314335 406.50406504 771.20826587 877.19298246] -0.122560 1.913717 0 1.913717 1403.724 2.228882
1996-09-30 ['ENCD-200201', 'VIAS-200008', 'SYSF-199903', 'WTSLQ-201512', 'IOM-200806', 'JMED-200008'] [41.875, 42., 34.25, 16.0016, 33.94146, 21.30307] [41., 49.25, 28.25, 14.0014, 30.09243, 19.10688] [ 398.00995025 396.82539683 486.61800487 1041.56251042 491.04153642 782.35985079] -0.060826 2.181024 0 2.181024 1378.524 2.170916
1996-08-30 ['CFS-201012', 'WTSLQ-201512', 'IMAT-200112', 'SYSF-199903', 'VIAS-200008', 'JMED-200008'] [19.375, 16.22384, 6.25, 32.5, 29.75, 17.56141] [18.5, 16.0016, 4.625, 34.25, 42., 21.30307] [ 860.21505376 1027.29481224 2666.66666667 512.82051282 560.22408964 949.05059825] 0.059969 2.322277 0 2.322277 1307.370 2.007246
1996-07-31 ['TWAIQ-201412', 'CFS-201012', 'MPS-201001', 'WTSLQ-201512', 'IMAT-200112', 'JMED-200008'] [10.75, 19.25, 29.625, 10.61217, 4.5, 15.2016] [13.25, 19.375, 23.25, 16.22384, 6.25, 17.56141] [1550.3875969 865.8008658 562.58790436 1570.52390479 3703.7037037 1096.37582009] 0.182797 2.190892 0 2.190892 1268.877 1.918703
1996-06-28 ['IOM-200806', 'PAIR-200006', 'SYSF-199903', 'MPS-201001', 'CHKAQ-202102', 'DSP-199911'] [40.58979, 31., 23.5, 27.25, 4759.067, 25.6875] [23.26915, 27.75, 18.125, 29.625, 3941.619, 23.3125] [410.61229109 537.6344086 709.21985816 611.62079511 3.502087 648.82400649] -0.156226 1.852298 0 1.852298 1338.969 2.079931
1996-05-31 ['IOM-200806', 'MPS-201001', 'JLG-200612', 'SYSF-199903', 'JTS-199805', 'RATL-200302'] [61.75946, 31.5, 12.93473, 23.375, 8.125, 15.53125] [40.58979, 27.25, 12.14017, 23.5, 5.75, 13.4375] [ 269.86419031 529.1005291 1288.52064687 713.01247772 2051.28205128 1073.10529846] -0.160149 2.195253 0 2.195253 1343.307 2.089909
1996-04-30 ['IOM-200806', 'MPS-201001', 'AN', 'CHZS-201212', 'ABRX-199907', 'RATL-200302'] [38.31536, 29.75, 14.78213, 0.2682965, 31.25, 13.34375] [61.75946, 31.5, 23.47087, 0.2483735, 31.375, 15.53125] [ 434.98656066 560.22408964 1127.48749109 62120.32831836 533.33333333 1249.02419984] 0.225360 2.613860 0 2.613860 1309.787 2.012805
1996-03-29 ['IOM-200806', 'MPS-201001', 'AN', 'ASND-199906', 'IDEV-200903', 'CHZS-201212'] [17.93299, 25.25, 14.16151, 54., 37.125, 0.2005582] [38.31536, 29.75, 14.78213, 61.5, 39.375, 0.2682965] [ 929.38582281 660.0660066 1176.89897946 308.64197531 448.93378227 83101.39733338] 0.315979 2.133137 0 2.133137 1285.414 1.956742
1996-02-29 ['AN', 'CUBE-200106', 'IOM-200806', 'MPS-201001', 'ASND-199906', 'APLX-200710'] [13.3152, 28.88082, 13.1217, 17.66667, 45.25, 39.75] [14.16151, 21.66061, 17.93299, 25.25, 54., 35.] [1251.70231515 577.084261 1270.16062451 943.39604842 368.32412523 419.28721174] 0.113891 1.620951 0 1.620951 1272.621 1.927315
1996-01-31 ['AN', 'MPS-201001', 'CHKAQ-202102', 'IOM-200806', 'CUBE-200106', 'TLZ-200008'] [14.16151, 15.33333, 2449.033, 10.35156, 24.75499, 29.875] [13.3152, 17.66667, 2190.892, 13.1217, 28.88082, 26.125] [1176.89897946 1086.95675803 6.80540714 1610.06328193 673.26493231 557.88005579] 0.049293 1.455215 0 1.455215 1254.122 1.884763
1995-12-29 ['IOM-200806', 'AN', 'CUBE-200106', 'ASND-199906', 'MPS-201001', 'QDEK-199810'] [11.34298, 16.30548, 25.78644, 40.5625, 14.66667, 27.5] [10.35156, 14.16151, 24.75499, 38.875, 15.33333, 16.] [1469.33756973 1022.15124404 646.33453345 410.88854648 1136.3633781 606.06060606] -0.112204 1.386853 0 1.386853 1218.748 1.803395
1995-11-30 ['QDEK-199810', 'IOM-200806', 'ASND-199906', 'AN', 'CUBE-200106', 'RSAS-200609'] [32., 9.972491, 35.75, 12.13038, 20.68073, 16.5] [27.5, 11.34298, 40.5625, 16.30548, 25.78644, 18.16667] [ 520.83333333 1671.26414721 466.2004662 1373.96080475 805.90320877 1010.1010101 ] 0.137249 1.562130 0 1.562130 1199.160 1.758338
1995-10-31 ['QDEK-199810', 'AN', 'ASND-199906', 'XLGX-199512', 'IOM-200806', 'WOLF'] [21.375, 9.704301, 32.5, 69.125, 5.540273, 6.125] [32., 12.13038, 35.75, 71., 9.972491, 4.625] [ 779.72709552 1717.45153687 512.82051282 241.10910187 3008.27534431 2721.08843537] 0.238217 1.373604 0 1.373604 1148.235 1.641199
1995-09-29 ['AN', 'QDEK-199810', 'WOLF', 'IOM-200806', 'EDMK-199612', 'APM-200001'] [10.43777, 19.375, 6.1875, 5.277839, 48.125, 15.625] [9.704301, 21.375, 6.125, 5.540273, 43., 15.375] [1596.76508169 860.21505376 2693.6026936 3157.85810569 346.32034632 1066.66666667] -0.008319 1.109340 0 1.109340 1158.237 1.664206
1995-08-31 ['DRMD-200110', 'AN', 'IOM-200806', 'WOLF', 'QDEK-199810', 'EDMK-199612'] [16.75, 9.59146, 5.540273, 6.8125, 17.5, 40.] [14.25, 10.43777, 5.277839, 6.1875, 19.375, 48.125] [ 995.02487562 1737.65690173 3008.27534431 2446.48318043 952.38095238 416.66666667] 0.018356 1.118646 0 1.118646 1115.031 1.564823
1995-07-31 ['DRMD-200110', 'AN', 'IOM-200806', 'ALMC', 'CNXS-200612', 'ASND-199906'] [17.5, 9.986403, 6.473372, 60.49539, 20.70976, 18.125] [16.75, 9.59146, 5.540273, 50.71891, 14.12573, 16.125] [ 952.38095238 1668.93591884 2574.64991455 275.50308654 804.77353029 919.54022989] -0.136070 1.098482 0 1.098482 1105.221 1.542257
1995-06-30 ['ASND-199906', 'KLIC', 'BBRC-200008', 'ALMC', 'MEDI-200706', 'USRX-199706'] [12.625, 15.42283, 8., 42.34678, 2.395833, 27.25] [18.125, 19.08938, 9.555555, 60.49539, 1.5, 36.375] [1320.1320132 1080.64905511 2083.33333333 393.57577286 6956.52270699 611.62079511] 0.209557 1.271495 0 1.271495 1062.554 1.444114
1995-05-31 ['PRST-201210', 'ASND-199906', 'ALMC', 'HELX-200510', 'BBRC-200008', 'TNCR-199704'] [29., 9.6875, 36.29724, 14.78596, 6.666667, 33.625] [25.5, 12.625, 42.34678, 16.73148, 8., 41.] [ 574.71264368 1720.43010753 459.171735 1127.19543856 2499.999875 495.66294919] 0.150019 1.051207 0 1.051207 1032.690 1.375420
1995-04-28 ['ASND-199906', 'PRST-201210', 'KLIC', 'ALMC', 'HELX-200510', 'PCTL-200110'] [9.625, 20.75, 9.864788, 35.21696, 12.74316, 21.3125] [9.6875, 29., 9.893888, 36.29724, 14.78596, 21.75] [1731.6017316 803.21285141 1689.51088119 473.25682474 1307.89118764 782.01368524] 0.103090 0.914078 0 0.914078 996.490 1.292152
1995-03-31 ['ALMC', 'ASND-199906', 'STRM-199607', 'EFII-201907', 'ALTC-199602', 'TNCR-199704'] [36.72935, 8.09375, 21.5, 13.375, 44.75, 29.625] [35.21696, 9.625, 18.375, 11.375, 38.375, 33.875] [ 453.76971459 2059.2020592 775.19379845 1246.105919 372.43947858 562.58790436] -0.024311 0.828652 0 0.828652 971.100 1.233749
1995-02-28 ['ALMC', 'IDCC', 'STRM-199607', 'ASND-199906', 'PAIR-200006', 'GCR.A-200204'] [33.05641, 8.598413, 18.5, 6.78125, 5.625, 13.25] [36.72935, 4.899096, 21.5, 8.09375, 5.96875, 13.] [ 504.18864803 1938.34218787 900.9009009 2457.75729647 2962.96296296 1257.86163522] 0.013139 0.849299 0 0.849299 947.530 1.179533
1995-01-31 ['IDCC', 'ALMC', 'ASND-199906', 'STRM-199607', 'ALTC-199602', 'PLNR-201511'] [8.498431, 23.11788, 6.375, 17.875, 34.5, 23.5] [8.598413, 33.05641, 6.78125, 18.5, 34.75, 20.25] [1961.14631826 720.94269313 2614.37908497 932.4009324 483.09178744 709.21985816] 0.068218 0.838285 0 0.838285 910.390 1.094102
1994-12-30 ['STRM-199607', 'ASND-199906', 'CCBL-200712', 'NETM-200806', 'IDCC', 'NWK-201208'] [17.5, 5.09375, 15.5, 141.75, 5.898911, 24.] [17.875, 6.375, 11.5, 133.4375, 8.498431, 24.375] [ 952.38095238 3271.98364008 1075.2688172 117.57789536 2825.38025521 694.44444444] 0.068760 0.784751 0 0.784751 890.870 1.049202
1994-11-30 ['ALMC', 'TNCR-199704', 'STRM-199607', 'CCBL-200712', 'NWK-201208', 'PLNR-201511'] [18.8688, 22.1875, 14.0625, 12.75, 20.75, 20.] [18.00458, 19.25, 17.5, 15.5, 24., 23.] [ 883.29234857 751.17370892 1185.18518519 1307.18954248 803.21285141 833.33333333] 0.098094 0.734263 0 0.734263 877.210 1.017781
1994-10-31 ['CCBL-200712', 'STRM-199607', 'TNCR-199704', 'GDC-200108', 'NWK-201208', 'CYT-201512'] [13.3125, 14.15625, 22., 33.375, 21.75, 6.228062] [12.75, 14.0625, 22.1875, 27.625, 20.75, 5.734374] [1251.95618153 1177.33627667 757.57575758 499.37578027 766.2835249 2676.05985083] -0.056314 0.668671 0 0.668671 910.430 1.094194
1994-09-30 ['TNCR-199704', 'STX-199608', 'TFSIQ-201002', 'GCR.A-200204', 'CYT-201512', 'ALMC'] [18.625, 13.5, 16.64062, 8.5, 5.525506, 13.10734] [22., 12.125, 11.67188, 8.5, 6.228062, 14.83578] [ 894.85458613 1234.56790123 1001.56524617 1960.78431373 3016.31500657 1271.55217357] 0.006630 0.708573 0 0.708573 895.620 1.060128
1994-08-31 ['ENCC-199704', 'CCIL-199903', 'HLYW-200504', 'STRM-199607', 'HOG-199805', 'TFSIQ-201002'] [4.25, 23.83333, 12.3125, 9.5, 17.5, 14.625] [4.5, 26.16667, 14., 9.3125, 15.25, 16.64062] [3921.56862745 699.30079711 1353.63790186 1754.38596491 952.38095238 1139.6011396 ] 0.047216 0.703906 0 0.703906 915.080 1.104890
1994-07-29 ['CCIL-199903', 'TFSIQ-201002', 'HOG-199805', 'ENCC-199704', 'ECC-200310', 'OVON-199901'] [22.16667, 15.32812, 17.25, 4.25, 12.625, 6.25] [23.83333, 14.625, 17.5, 4.25, 11.5, 6.625] [ 751.87958618 1087.32621265 966.18357488 3921.56862745 1320.1320132 2666.66666667] 0.002450 0.672169 0 0.672169 876.860 1.016976
1994-06-30 ['UC-199903', 'STX-199608', 'IO', 'BLT-201604', 'NL', 'HOG-199805'] [17.46669, 9.375, 178.125, 6.5, 1.613344, 11.5] [16.06504, 9.125, 151.875, 6.75, 1.898052, 17.25] [ 954.19719859 1777.77777778 93.56725146 2564.1025641 10330.5102115 1449.27536232] 0.076775 0.670526 0 0.670526 850.500 0.956342
1994-05-31 ['IO', 'MME-200402', 'UC-199903', 'HNT-201603', 'IDTI-201903', 'TLAB-201312'] [193.125, 24.1875, 16.67069, 34.125, 14.4375, 2.994203] [178.125, 22.25, 17.46669, 25.125, 12.375, 2.623895] [ 86.29989213 689.06115418 999.75865826 488.4004884 1154.4011544 5566.31152486] -0.106716 0.622717 0 0.622717 874.440 1.011409
1994-04-29 ['MME-200402', 'IDTI-201903', 'MU', 'BDT-199909', 'IO', 'WSM'] [25.5625, 15.0625, 9.007866, 41.37944, 176.25, 3.892237] [24.1875, 14.4375, 8.329191, 30.88378, 193.125, 3.721774] [ 651.99674002 1106.50069156 1850.23474668 402.77651574 94.56264775 4282.02770455] -0.062054 0.697110 0 0.697110 864.910 0.989488
1994-03-31 ['JTS-199805', 'WDC', 'MME-200402', 'UC-199903', 'AMES-200108', 'MU'] [6.75, 6.773606, 18.875, 18.06888, 5.25, 8.206641] [4.875, 6.322032, 25.5625, 15.48761, 5.125, 9.007866] [2469.13580247 2460.53087036 883.00220751 922.39622305 3174.6031746 2030.87556366] -0.009863 0.743230 0 0.743230 855.130 0.966992
1994-02-28 ['DPGE-199601', 'MCOM-200107', 'PRVL-200204', 'MME-200402', 'JTS-199805', 'UC-199903'] [54.5, 29.5, 29.5, 17.8125, 6.5, 17.27378] [45.25, 21., 22., 18.875, 6.75, 18.06888] [ 305.81039755 564.97175141 564.97175141 935.67251462 2564.1025641 964.85347542] -0.094660 0.750633 0 0.750633 894.230 1.056931
1994-01-31 ['DPGE-199601', 'JTS-199805', 'UC-199903', 'PRVL-200204', 'PDLI-202012', 'EDCI-202003'] [48., 7.375, 18.77585, 26.5, 1.044265, 1.627546] [54.5, 6.5, 17.27378, 29.5, 0.9076731, 1.454198] [ 347.22222222 2259.88700565 887.66509461 628.93081761 15960.1889048 10240.3659661 ] -0.031222 0.829117 0 0.829117 916.370 1.107858
1993-12-31 ['AVNW', 'UC-199903', 'MICA-200004', 'EDCI-202003', 'CULP', 'MCOM-200107'] [357., 16.95191, 25.5, 1.675699, 11.37837, 24.] [330., 18.77585, 27.5, 1.627546, 10.92323, 23.25] [ 46.6853408 983.17338086 653.59477124 9946.09811587 1464.76750771 694.44444444] 0.001735 0.855838 0 0.855838 889.160 1.045268
1993-11-30 ['JTS-199805', 'UC-199903', 'GOTK-199806', 'ADP-200010', 'MCOM-200107', 'MICA-200004'] [9., 15.62551, 16., 6.996418, 23.5, 24.16667] [5.75, 16.95191, 15.75, 7.773798, 24., 25.5] [1851.85185185 1066.6318518 1041.66666667 2382.17137207 709.21985816 689.65507729] -0.017382 0.854355 0 0.854355 872.040 1.005889
1993-10-29 ['JTS-199805', 'DPGE-199601', 'SPCL-199504', 'ELS-199510', 'EDCI-202003', 'MCOM-200107'] [8.5, 73.5, 9.375, 6.875, 1.834601, 28.] [9., 40.5, 8.75, 5., 1.50235, 23.5] [1960.78431373 226.75736961 1777.77777778 2424.24242424 9084.62748394 595.23809524] -0.178561 0.869468 0 0.869468 885.740 1.037402
1993-09-30 ['NTLDQ-200301', 'INVI-199705', 'EDCI-202003', 'DPGE-199601', 'ELS-199510', 'PLAY-200003'] [13.5, 13.625, 1.70459, 47., 6.125, 15.33333] [13.86, 13.125, 1.834601, 73.5, 6.875, 15.83333] [1234.56790123 1223.24159021 9777.52225853 354.60992908 2721.08843537 1086.95675803] 0.130855 1.058470 0 1.058470 873.260 1.008695
1993-08-31 ['INVI-199705', 'DIGI-199809', 'EDCI-202003', 'EMC-201609', 'LNW', 'ACO-201405'] [15.5, 32.25, 1.324187, 1.948359, 20.75, 1.765202] [13.625, 30.5625, 1.70459, 2.064246, 23.25, 1.665285] [ 1075.2688172 516.79586563 12586.33913992 8554.20724141 803.21285141 9441.79004254] 0.039556 0.935991 0 0.935991 873.390 1.008994
1993-07-30 ['DIGI-199809', 'INVI-199705', 'CHC-199409', 'JTS-199805', 'SSC-200007', 'CMAG-199810'] [27.5, 11.625, 5.125, 4.125, 27., 20.25] [32.25, 15.5, 6., 4., 24., 15.75] [ 606.06060606 1433.69175627 3252.03252033 4040.4040404 617.28395062 823.04526749] 0.052193 0.900375 0 0.900375 840.710 0.933823
1993-06-30 ['DIGI-199809', 'JTS-199805', 'SSC-200007', 'EDCI-202003', 'WSN-199504', 'KOIL-199502'] [25.375, 4.125, 20., 0.8234035, 15.875, 22.25] [27.5, 4.125, 27., 0.7463599, 17.375, 15.875] [ 656.81444992 4040.4040404 833.33333333 20241.18997146 1049.8687664 749.06367041] 0.024691 0.855713 0 0.855713 842.140 0.937112
1993-05-31 ['DIGI-199809', 'LNW', 'KOIL-199502', 'WSN-199504', 'GDC-200108', 'STAR-200612'] [21.375, 15.75, 23., 15.125, 14.625, 22.42358] [25.375, 15.66667, 22.25, 15.875, 14.5, 17.85949] [ 779.72709552 1058.2010582 724.63768116 1101.92837466 1139.6011396 743.2651997 ] -0.002211 0.835094 0 0.835094 836.640 0.924461
1993-04-30 ['DIGI-199809', 'SNPX-199410', 'STAR-200612', 'ALX', 'KOIL-199502', 'EDCI-202003'] [16.9375, 36.58334, 19.05012, 24.28173, 16., 0.5746169] [21.375, 39.75, 22.42358, 22.68425, 23., 0.7270991] [ 984.0098401 455.58078258 874.88512758 686.38711767 1041.66666667 29004.83203099] 0.193785 0.836944 0 0.836944 813.270 0.870704
1993-03-31 ['WSN-199504', 'DIGI-199809', 'LNW', 'ELK-200703', 'TBI-200405', 'QVCN-199502'] [12.5, 13.625, 10.58333, 12.596, 14., 57.] [11.875, 16.9375, 11., 13.29578, 13.625, 52.5] [1333.33333333 1223.24159021 1574.80364561 1323.17137716 1190.47619048 292.39766082] 0.030385 0.701085 0 0.701085 835.380 0.921562
1993-02-26 ['TAC-200105', 'DIGI-199809', 'ARGO', 'ELK-200703', 'ETV-200011', 'ALC-199508'] [22.5, 13.0625, 102.7897, 11.49635, 9.75, 14.875] [19.5, 13.625, 98.79783, 12.596, 9.625, 16.625] [ 740.74074074 1275.91706539 162.14335353 1449.73549576 1709.4017094 1120.44817927] 0.011895 0.680410 0 0.680410 815.070 0.874845
1993-01-29 ['TAC-200105', 'ETV-200011', 'DIGI-199809', 'LNW', 'AKLMQ-200808', 'WAN.B-199309'] [23.5, 11.875, 13.5, 7.875, 14.5, 1.625] [22.5, 9.75, 13.0625, 7.75, 11.33333, 0.75] [ 709.21985816 1403.50877193 1234.56790123 2116.4021164 1149.42528736 10256.41025641] -0.171106 0.672411 0 0.672411 809.790 0.862700
1992-12-31 ['DIGI-199809', 'BSN-199801', 'HESI-199303', 'ASCL-200504', 'LNW', 'ALC-199508'] [11., 9.125, 5.75, 36.25, 7.166667, 14.] [13.5, 8.375, 0.71875, 37.25, 7.875, 14.5] [1515.15151515 1826.48401826 2898.55072464 459.77011494 2325.58128718 1190.47619048] -0.094630 0.811215 0 0.811215 801.930 0.844620
1992-11-30 ['DIGI-199809', 'CERN', 'BSN-199801', 'TMAX-199312', 'MCRS-201409', 'SMSC-201208'] [9.25, 1.602197, 8.75, 7.75, 2.46875, 23.125] [11., 1.670214, 9.125, 8.5, 2.53125, 26.] [ 1801.8018018 10402.38289465 1904.76190476 2150.53763441 6751.05485232 720.72072072] 0.086819 0.896004 0 0.896004 787.830 0.812187
1992-10-30 ['DIGI-199809', 'TAC-200105', 'HERBA-200207', 'SNPX-199410', 'AMZ-200412', 'CYE-199612'] [8.625, 14., 5.17441, 20.33333, 19.43966, 12.11111] [9.25, 12.25, 7.424153, 21.58333, 15.25644, 11.88889] [1932.36714976 1190.47619048 3220.97913901 819.67226552 857.35381517 1376.14691524] 0.035031 0.824428 0 0.824428 756.700 0.740581
1992-09-30 ['BICO-199810', 'HERBA-200207', 'ASCL-200504', 'AMZ-200412', 'CSFCA-199601', 'STAR-200612'] [3.875, 5.975318, 23., 19.19358, 11.64444, 12.3032] [4.125, 5.17441, 28.75, 19.43966, 12.53333, 11.31101] [4301.07526882 2789.25183006 724.63768116 868.34590872 1431.29825622 1354.66111797] 0.031499 0.796525 0 0.796525 749.240 0.723421
1992-08-31 ['ALC-199508', 'HERBA-200207', 'BICO-199810', 'ASCL-200504', 'ENZ', 'BELFA'] [5.875, 5.228404, 3.25, 18.75, 3.807221, 6.06888] [5.125, 5.975318, 3.875, 23., 3.299592, 6.463603] [2836.87943262 3187.71591994 5128.20512821 888.88888889 4377.64623243 2746.25081838] 0.060980 0.772202 0 0.772202 739.370 0.700718
1992-07-31 ['ALC-199508', 'BICO-199810', 'HERBA-200207', 'CSFCA-199601', 'ASCL-200504', 'CERN'] [6.25, 3.5, 4.257414, 12.08889, 18.875, 0.9975941] [5.875, 3.25, 5.228404, 9.68889, 18.75, 0.9371339] [ 2666.66666667 4761.9047619 3914.73947957 1378.67634387 883.00220751 16706.86170524] -0.028186 0.727820 0 0.727820 755.700 0.738280
1992-06-30 ['DFSE-199301', 'WEN', 'ASCL-200504', 'FFBK-199212', 'MIDL-199512', 'SXCL-201702'] [28.40323, 1.48095, 15., 48.5, 14.00078, 44.08062] [29.95, 1.423251, 18.875, 49.25, 16.39408, 46.00764] [ 586.78772332 11254.03738591 1111.11111111 343.64261168 1190.40986764 378.09510544] 0.083992 0.748929 0 0.748929 726.390 0.670861
1992-05-29 ['ASCL-200504', 'FFBK-199212', 'SXCL-201702', 'TSAR-200107', 'ICAD', 'NTK-200301'] [16.625, 44.375, 42.87622, 19.5, 70.625, 6.375] [15., 48.5, 44.08062, 5.5, 51.875, 5.5] [1002.50626566 375.58685446 388.7158585 854.7008547 235.98820059 2614.37908497] -0.182898 0.690899 0 0.690899 739.660 0.701385
1992-04-30 ['ASCL-200504', 'DOUG-199610', 'WEN', 'LNW', 'MXTR-199601', 'NTM-199401'] [16.875, 26.27192, 1.375679, 3.666667, 12.625, 15.] [16.625, 25.36599, 1.384785, 3.666667, 12.25, 11.83333] [ 987.65432099 634.39088832 12115.22940066 4545.45413223 1320.1320132 1111.11111111] -0.047249 0.845548 0 0.845548 734.770 0.690137
1992-03-31 ['CATO', 'ASCL-200504', 'TSAR-200107', 'WEN', 'SHYF', 'DOUG-199610'] [2.198051, 14.375, 21.5, 1.337466, 4.895326, 24.08259] [1.923294, 16.875, 16.5, 1.375679, 4.549191, 26.27192] [ 7582.47495926 1159.42028986 775.19379845 12461.3759652 3404.60812348 692.06288305] -0.022479 0.887480 0 0.887480 720.150 0.656507
1992-02-28 ['TSAR-200107', 'CATO', 'SHYF', 'CYTR', 'BSBL-199805', 'CMSI-199812'] [24.75, 2.315804, 6.279862, 1284.745, 19.5, 13.375] [21.5, 2.198051, 4.895326, 1067.605, 17.25, 9.75] [ 673.4006734 7196.92455262 2653.98613324 12.97274297 854.7008547 1246.105919 ] -0.159677 0.907888 0 0.907888 736.470 0.694047
1992-01-31 ['CATO', 'ROIX', 'SEQU-199903', 'TSAR-200107', 'CYTR', 'CMSI-199812'] [2.472807, 35.625, 22.75, 20.75, 1357.125, 15.25] [2.315804, 33.75, 19.75, 24.75, 1284.745, 13.375] [6739.97876367 467.83625731 732.6007326 803.21285141 12.28086334 1092.89617486] -0.038584 1.080404 0 1.080404 726.810 0.671827
1991-12-31 ['CATO', 'OCHTQ-201205', 'CMSI-199812', 'ROIX', 'SEQU-199903', 'EMPI-199908'] [2.276553e+00, 1.570000e+04, 1.312500e+01, 2.875000e+01, 1.850000e+01, 1.675000e+01] [2.472807e+00, 1.500000e+04, 1.525000e+01, 3.562500e+01, 2.275000e+01, 1.512500e+01] [7.32100973e+03 1.06157113e+00 1.26984127e+03 5.79710145e+02 9.00900901e+02 9.95024876e+02] 0.095895 1.123763 0 1.123763 731.770 0.683236
1991-11-29 ['CATO', 'ROIX', 'CMSI-199812', 'OCHTQ-201205', 'SEQU-199903', 'ICN-199411'] [1.903669e+00, 3.125000e+01, 1.200000e+01, 1.370000e+04, 1.450000e+01, 1.787500e+01] [2.276553e+00, 2.875000e+01, 1.312500e+01, 1.570000e+04, 1.850000e+01, 1.800000e+01] [8.75502341e+03 5.33333333e+02 1.38888889e+03 1.21654501e+00 1.14942529e+03 9.32400932e+02] 0.106411 1.025429 0 1.025429 657.930 0.513387
1991-10-31 ['OCHTQ-201205', 'ROIX', 'CATO', 'CMSI-199812', 'SHYF', 'BSBL-199805'] [2.370000e+04, 4.125000e+01, 2.178425e+00, 1.200000e+01, 4.697535e+00, 1.283333e+01] [1.370000e+04, 3.125000e+01, 1.903669e+00, 1.200000e+01, 3.115207e+00, 1.225000e+01] [7.03234880e-01 4.04040404e+02 7.65078746e+03 1.38888889e+03 3.54796008e+03 1.29870164e+03] -0.195465 0.926807 0 0.926807 684.150 0.573699
1991-09-30 ['CATO', 'OCHTQ-201205', 'TAVI-199902', 'SHYF', 'FOFF-199612', 'ADGI-201109'] [1.727040e+00, 1.290000e+04, 2.537180e+01, 3.527272e+00, 2.316667e+01, 1.404762e+01] [2.178425e+00, 2.370000e+04, 2.633529e+01, 4.697535e+00, 2.175000e+01, 1.261905e+01] [9.65042307e+03 1.29198966e+00 6.56897290e+02 4.72508688e+03 7.19424357e+02 1.18644060e+03] 0.217580 1.151978 0 1.151978 672.880 0.547776
1991-08-30 ['CATO', 'ROIX', 'SHYF', 'SPTR-200002', 'TAVI-199902', 'OCHTQ-201205'] [1.491534e+00, 2.250000e+01, 3.560237e+00, 1.475000e+01, 2.135728e+01, 1.010000e+04] [1.727040e+00, 2.000000e+01, 3.527272e+00, 1.275000e+01, 2.537180e+01, 1.290000e+04] [1.11741782e+04 7.40740741e+02 4.68133629e+03 1.12994350e+03 7.80374030e+02 1.65016502e+00] 0.061188 0.946121 0 0.946121 680.650 0.565648
1991-07-31 ['ADGI-201109', 'CATO', 'CLBD-199204', 'TAVI-199902', 'FOFF-199612', 'OIL-200108'] [14.28571, 1.530785, 21.5, 18.6274, 18.83333, 34.25] [13.09524, 1.491534, 22.75, 21.35728, 20.16667, 38.375] [ 1166.66701667 10887.66003499 775.19379845 894.73929087 884.95590884 486.61800487] 0.047825 0.891568 0 0.891568 662.910 0.524842
1991-06-28 ['CATO', 'LIPO-200005', 'AIKI', 'BBY', 'EECN-200009', 'SHYF'] [1.138276e+00, 8.375000e+00, 5.888785e+04, 5.470365e-01, 3.812500e+01, 1.681223e+00] [1.530785e+00, 9.375000e+00, 5.442665e+04, 4.794253e-01, 4.500000e+01, 2.340526e+00] [1.46420259e+04 1.99004975e+03 2.83023861e-01 3.04671931e+04 4.37158470e+02 9.91341819e+03] 0.139560 0.850874 0 0.850874 633.020 0.456089
1991-05-31 ['CATO', 'EECN-200009', 'LIPO-200005', 'CFC-200806', 'FHCC-200501', 'MARSA-200609'] [1.000898, 53.125, 8.5, 1.959552, 5.09375, 13.25605] [1.138276, 38.125, 8.375, 1.587053, 5.4375, 13.25605] [16651.71342801 313.7254902 1960.78431373 8505.3454395 3271.98364008 1257.28755298] -0.047069 0.746669 0 0.746669 663.290 0.525717
1991-04-30 ['EECN-200009', 'LIPO-200005', 'AIKI', 'CATO', 'HICI-199307', 'ABN-199908'] [4.562500e+01, 8.375000e+00, 6.245681e+04, 5.495127e-01, 6.875000e+00, 5.125000e+00] [5.312500e+01, 8.500000e+00, 4.907321e+04, 1.000898e+00, 6.000000e+00, 5.250000e+00] [3.65296804e+02 1.99004975e+03 2.66851071e-01 3.03299026e+04 2.42424242e+03 3.25203252e+03] 0.113928 0.783550 0 0.783550 636.940 0.465106
1991-03-29 ['LIPO-200005', 'USRV-199810', 'GSOF-199809', 'SIE-200802', 'CBOT-199508', 'OSUR'] [10.75, 23., 25.25, 4.666667, 12.8902, 18.28727] [8.375, 15.875, 20.75, 4.5, 11.41704, 10.60273] [1550.3875969 724.63768116 660.0660066 3571.42831633 1292.97192182 911.38079476] -0.213190 0.703411 0 0.703411 636.280 0.463587
1991-02-28 ['LIPO-200005', 'VSTR-199502', 'QUAD-199406', 'SYGN-199412', 'BORL-200907', 'FHCC-200501'] [9.5, 8., 6.75, 23.08333, 48.25, 3.28125] [10.75, 6.75, 7.375, 23.66667, 58., 3.65625] [1754.38596491 2083.33333333 2469.13580247 722.02176491 345.42314335 5079.36507937] 0.068258 0.894005 0 0.894005 618.010 0.421562
1991-01-31 ['BORL-200907', 'DELL-201310', 'CBOT-199508', 'ASTA-199708', 'LIFE-200603', 'LIPO-200005'] [50., 0.2258422, 9.391435, 23.5, 6.166667, 4.5] [48.25, 0.2520449, 9.943872, 24.5, 5.5, 9.5] [ 333.33333333 73797.84055711 1774.6666688 709.21985816 2702.70255661 3703.7037037 ] 0.197567 0.836880 0 0.836880 574.970 0.322561
1990-12-31 ['LIFE-200603', 'ASTA-199708', 'LIPO-200005', 'DELL-201310', 'FHCC-200501', 'VC-199106'] [6.083333, 18.625, 3.25, 0.1846666, 2.15625, 53.34266] [6.166667, 23.5, 4.5, 0.2258422, 2.796875, 52.47429] [ 2739.72617752 894.85458613 5128.20512821 90252.74016344 7729.46859903 312.44536112] 0.193976 0.698817 0 0.698817 547.420 0.259189
1990-11-30 ['SGII-199506', 'SMNA-199012', 'CBOT-199508', 'LIFE-200603', 'BORL-200907', 'APCC-200702'] [60., 18.75, 7.365831, 3.958333, 28.125, 1.055662] [50., 18.5, 7.181685, 6.083333, 31.75, 1.070324] [ 277.77777778 888.88888889 2262.70011716 4210.52667036 592.59259259 15787.88160099] 0.079103 0.585286 0 0.585286 531.060 0.221558
1990-10-31 ['SGII-199506', 'CBOT-199508', 'CBEX', 'DVIXQ-201110', 'LIFE-200603', 'BARD-199012'] [57.5, 5.340228, 2.833475, 10.5, 2.958333, 63.24802] [60., 7.365831, 3.854359, 11.625, 3.958333, 63.] [ 289.85507246 3120.96537202 5882.05883823 1587.3015873 5633.8034517 263.51286043] 0.204055 0.542382 0 0.542382 496.930 0.143051
1990-09-28 ['SGII-199506', 'CBOT-199508', 'BARD-199012', 'ARCH-199808', 'AOXY-199407', 'SMNA-199012'] [70., 6.260956, 61.25595, 1.375, 13.125, 10.375] [57.5, 5.340228, 63.24802, 1.25, 11.25, 10.875] [ 238.0952381 2662.00028664 272.08241267 12121.21212121 1269.84126984 1606.42570281] -0.079781 0.450463 0 0.450463 500.860 0.152091
1990-08-31 ['SGII-199506', 'CBOT-199508', 'CBEX', 'DVIXQ-201110', 'PHA-199809', 'WII-199805'] [55., 6.905467, 3.354334, 11.375, 16.625, 19.25] [70., 6.260956, 2.375119, 9.125, 13.5, 18.75] [ 303.03030303 2413.54663872 4968.69622007 1465.2014652 1002.50626566 865.8008658 ] -0.087380 0.489516 0 0.489516 528.980 0.216773
1990-07-31 ['CBOT-199508', 'YGRP-199103', 'TSLH-199303', 'CBEX', 'SHRT-199107', 'PHA-199809'] [9.207289, 19.625, 2.75, 3.875194, 4., 18.5] [6.905467, 11.625, 2., 3.354334, 3.5, 16.625] [1810.16004458 849.25690021 6060.60606061 4300.85994834 4166.66666667 900.9009009 ] -0.215188 0.536386 0 0.536386 583.920 0.343148
1990-06-29 ['TIDE-199606', 'HAXS-201204', 'RRRR-200212', 'FSCX-199806', 'CLBD-199204', 'EMBR-199402'] [22.5, 38.63636, 101.25, 1.25, 2.75, 37.5] [20., 46.59091, 92.5, 1.0625, 3., 25.] [ 740.74074074 431.37258962 164.6090535 13333.33333333 6060.60606061 444.44444444] -0.064012 0.683458 0 0.683458 590.380 0.358007
1990-05-31 ['TIDE-199606', 'HAXS-201204', 'EMBR-199402', 'FSCX-199806', 'ETV-200011', 'SHRT-199107'] [22.5, 38.63636, 56.25, 0.96875, 10.6624, 5.125] [22.5, 38.63636, 37.5, 1.25, 8.961329, 4.5] [ 740.74074074 431.37258962 296.2962963 17204.30107527 1563.1252501 3252.03252033] -0.054084 0.730199 0 0.730199 593.350 0.364839
1990-04-30 ['CNVR-201105', 'TIDE-199606', 'SGII-199506', 'FSCX-199806', 'BART-199103', 'ETV-200011'] [7.777778, 21.25, 45., 0.96875, 6.875, 8.481458] [6.888889, 22.5, 37.5, 0.96875, 6.875, 10.6624] [ 2142.85708163 784.31372549 370.37037037 17204.30107527 2424.24242424 1965.0709426 ] 0.005836 0.771949 0 0.771949 543.360 0.249850
1990-03-30 ['TIDE-199606', 'CNVR-201105', 'BCMD-199812', 'CVM', 'BART-199103', 'ETV-200011'] [1.750000e+01, 4.833333e+00, 1.593750e+02, 5.312500e+03, 7.875000e+00, 7.269821e+00] [21.25, 7.777778, 112.5, 4687.5, 6.875, 8.481458] [9.52380952e+02 3.44827610e+03 1.04575163e+02 3.13725490e+00 2.11640212e+03 2.29258281e+03] 0.075233 0.767470 0 0.767470 558.120 0.283802
1990-02-28 ['TIDE-199606', 'CNVR-201105', 'CVM', 'BART-199103', 'WFTIQ-201912', 'PMD'] [1.312500e+01, 3.333333e+00, 4.062500e+03, 4.750000e+00, 1.063094e+00, 5.925681e+00] [1.750000e+01, 4.833333e+00, 5.312500e+03, 7.875000e+00, 1.104784e+00, 5.746115e+00] [1.26984127e+03 5.00000050e+03 4.10256410e+00 3.50877193e+03 1.56775099e+04 2.81261625e+03] 0.292972 0.713771 0 0.713771 544.080 0.251507
1990-01-31 ['TIDE-199606', 'CNVR-201105', 'PMD', 'BOOM', 'WFTIQ-201912', 'CBEX'] [13.75, 3.555556, 7.003078, 2.801825, 1.136051, 1.833425] [13.125, 3.333333, 5.925681, 2.801825, 1.063094, 1.750087] [ 1212.12121212 4687.49941406 2379.90590233 5948.50380258 14670.70287044 9090.45456818] -0.061913 0.552039 0 0.552039 535.080 0.230805
1989-12-29 ['TIDE-199606', 'CNVR-201105', 'BCMD-199812', 'GRAY-199205', 'PMD', 'WFTIQ-201912'] [14.375, 4.666667, 100.7812, 7.75, 7.273146, 1.099572] [13.75, 3.555556, 63.28125, 7., 7.003078, 1.136051] [ 1159.42028986 3571.42831633 165.37475905 2150.53763441 2291.53473155 15157.41276303] -0.125733 0.588473 0 0.588473 576.870 0.326931
1989-11-30 ['TIDE-199606', 'CNVR-201105', 'BCMD-199812', 'JNP-201808', 'BART-199103', 'GRAY-199205'] [14.375, 4.333333, 124.2188, 129.5238, 4.5, 7.75] [14.375, 4.666667, 100.7812, 115.2381, 5., 7.75] [1159.42028986 3846.15414201 134.17185375 128.67648005 3703.7037037 2150.53763441] -0.018490 0.673104 0 0.673104 566.130 0.302227
1989-10-31 ['TIDE-199606', 'CNVR-201105', 'GRAY-199205', 'BCMD-199812', 'PMD', 'CGII-199510'] [14.375, 3.277778, 9.25, 82.03125, 5.297918, 120.] [14.375, 4.333333, 7.75, 124.2188, 7.36221, 125.] [1159.42028986 5084.74541798 1801.8018018 203.17460317 3145.88988857 138.88888889] 0.184244 0.685784 0 0.685784 556.110 0.279178
1989-09-29 ['CNVR-201105', 'PMD', 'GHM', 'LI-199108', 'BCMD-199812', 'HMO-199308'] [4.111111, 5.027851, 3.684455, 22.5, 49.21875, 9.] [3.277778, 5.297918, 1.959292, 20.25, 82.03125, 6.125] [4054.05416362 3314.86885086 4523.50935665 740.74074074 338.62433862 1851.85185185] -0.061666 0.579090 0 0.579090 572.780 0.317523
1989-08-31 ['CNVR-201105', 'JNP-201808', 'BCMD-199812', 'GHM', 'HMO-199308', 'BEAM-200008'] [4., 139.0476, 75., 3.94323, 8.5, 7.272893] [4.111111, 103.8095, 49.21875, 3.684455, 9., 6.166149] [4166.66666667 119.86303012 222.22222222 4226.65344569 1960.78431373 2291.6144465 ] -0.121395 0.617147 0 0.617147 574.000 0.320329
1989-07-31 ['CNVR-201105', 'BCMD-199812', 'HMO-199308', 'PMD', 'JNP-201808', 'MPP-200807'] [4., 84.375, 9.5, 3.861389, 104.7619, 26.25] [4., 75., 8.5, 3.861389, 139.0476, 20.] [4166.66666667 197.5308642 1754.38596491 4316.2361178 159.09091632 634.92063492] -0.021199 0.702417 0 0.702417 562.230 0.293256
1989-06-30 ['CNVR-201105', 'PMD', 'HMO-199308', 'CLCM-199106', 'JNP-201808', 'MPP-200807'] [4.555556, 3.950454, 7.375, 9., 86.66666, 22.5] [4., 3.861389, 9.5, 7., 104.7619, 26.25] [3658.53622844 4218.92437342 2259.88700565 1851.85185185 192.3077071 740.74074074] 0.049479 0.717631 0 0.717631 520.370 0.196968
1989-05-31 ['CNVR-201105', 'HMO-199308', 'CLCM-199106', 'PMD', 'CTM-199202', 'HSS-199803'] [4.222222, 7.125, 9.375, 4.668719, 5.625, 11.125] [4.555556, 7.375, 9., 3.950454, 4.75, 8.5] [3947.36862881 2339.18128655 1777.77777778 3569.85859861 2962.96296296 1498.12734082] -0.078554 0.683797 0 0.683797 523.790 0.204835
1989-04-28 ['PETT-199403', 'HSS-199803', 'CTM-199202', 'OREM-199803', 'MDIZQ-201011', 'BOOM'] [4.875, 9., 3.875, 24.70094, 30.012, 1.12073] [4.625, 11.125, 5.625, 22.0337, 30.012, 1.400912] [ 3418.8034188 1851.85185185 4301.07526882 674.73815436 555.33342219 14871.25950645] 0.129743 0.742091 0 0.742091 502.350 0.155518
1989-03-31 ['VCR-200106', 'PETT-199403', 'PURO-199506', 'RNBO-200403', 'KEGX', 'LCRD-201101'] [9.739985e+00, 4.000000e+00, 4.000000e+00, 2.687500e+00, 1.123596e+06, 1.212500e+01] [9.493402e+00, 4.875000e+00, 3.625000e+00, 2.708333e+00, 1.193820e+06, 1.137500e+01] [1.71115938e+03 4.16666667e+03 4.16666667e+03 6.20155039e+03 1.48333268e-02 1.37457045e+03] 0.018013 0.656867 0 0.656867 478.370 0.100359
1989-02-28 ['PETT-199403', 'PURO-199506', 'KEGX', 'DINO', 'MDIZQ-201011', 'LACE-199712'] [4.250000e+00, 3.833333e+00, 1.334270e+06, 6.803939e-01, 3.001200e+01, 1.383333e+01] [4.000000e+00, 4.000000e+00, 1.123596e+06, 6.773281e-01, 2.250900e+01, 1.650000e+01] [3.92156863e+03 4.34782647e+03 1.24912249e-02 2.44956145e+04 5.55333422e+02 1.20481957e+03] -0.039162 0.645244 0 0.645244 467.730 0.075884
1989-01-31 ['PURO-199506', 'KEGX', 'MDIZQ-201011', 'PSIX-199203', 'MEC-200003', 'POWL'] [4.166667e+00, 1.544944e+06, 3.001200e+01, 5.500000e+00, 1.371425e+01, 1.923020e+00] [3.833333e+00, 1.334270e+06, 3.001200e+01, 4.500000e+00, 8.783284e+00, 1.730718e+00] [3.99999968e+03 1.07878775e-02 5.55333422e+02 3.03030303e+03 1.21528094e+03 8.66692321e+03] -0.142955 0.671543 0 0.671543 476.110 0.095160
1988-12-30 ['MDIZQ-201011', 'HPFS-200806', 'CCBL-200712', 'MEC-200003', 'INTV-200809', 'CTM-199202'] [37.51501, 11.25, 2.8125, 10.32421, 1.328125, 3.375] [30.012, 17.5, 3.15625, 13.71425, 1.328125, 2.75] [ 444.26661933 1481.48148148 5925.92592593 1614.32852167 12549.01960784 4938.27160494] 0.103492 0.783557 0 0.783557 446.100 0.026131
1988-11-30 ['CTM-199202', 'MDIZQ-201011', 'HPFS-200806', 'PSIX-199203', 'FMCC', 'ACCC-199804'] [3.5, 30.012, 10.625, 4.75, 2.59683, 2.178886] [3.375, 37.51501, 11.25, 4.25, 2.914221, 1.782725] [4761.9047619 555.33342219 1568.62745098 3508.77192982 6418.08153274 7649.16873424] 0.018042 0.710070 0 0.710070 436.750 0.004623
1988-10-31 ['VCR-200106', 'CTM-199202', 'BOOM', 'FMCC', 'DXK-199507', 'CIA'] [12.08251, 3.125, 1.12073, 2.604102, 6.75, 2.63549] [5.424801, 3.5, 1.12073, 2.59683, 5.25, 2.690396] [ 1379.40433459 5333.33333333 14871.25950645 6400.15892875 2469.13580247 6323.93470158] -0.105867 0.697486 0 0.697486 444.200 0.021760
1988-09-30 ['VCR-200106', 'CTM-199202', 'CIA', 'ACSE-199509', 'FMCC', 'DISK-201210'] [11.34277, 3.625, 2.36096, 0.4791667, 2.322778, 11.14248] [12.08251, 3.125, 2.63549, 0.3958333, 2.604102, 9.285396] [ 1469.36477304 4597.70114943 7059.27532303 34782.60627599 7175.31622336 1495.77712203] -0.029317 0.780070 0 0.780070 436.160 0.003266
1988-08-31 ['CTM-199202', 'VCR-200106', 'TEXS-201605', 'ICOC-201004', 'DISK-201210', 'WTEC-200702'] [3.000000e+00, 1.060302e+01, 8.556349e+05, 5.283664e+00, 1.114248e+01, 1.344000e+01] [3.625000e+00, 1.134277e+01, 6.021134e+05, 4.226931e+00, 1.114248e+01, 1.094000e+01] [5.55555556e+03 1.57187921e+03 1.94787130e-02 3.15437671e+03 1.49577712e+03 1.24007937e+03] -0.067368 0.803630 0 0.803630 419.320 -0.035469
1988-07-29 ['CTM-199202', 'VCR-200106', 'ICOC-201004', 'WTEC-200702', 'TKLC-201201', 'FTUSQ-201602'] [4.125, 11.58935, 6.340397, 13.75, 2.0625, 195.7774] [3., 10.60302, 5.283664, 13.44, 1.75, 189.6594] [4040.4040404 1438.10193554 2628.64717567 1212.12121212 8080.80808081 85.13069776] -0.121635 0.861679 0 0.861679 431.260 -0.008005
1988-06-30 ['CTM-199202', 'VCR-200106', 'ICOC-201004', 'HPFS-200806', 'TEAM-201012', 'FTUSQ-201602'] [3.75, 8.630366, 7.39713, 12.5, 6.125, 201.8955] [4.125, 11.58935, 6.340397, 10., 5., 195.7774] [4444.44444444 1931.16568482 2253.12609981 1333.33333333 2721.08843537 82.55095664] -0.018996 0.981004 0 0.981004 434.740 0.000000