4 Months RUxMid_btmN_3_BM

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55 Months RUxMid_btmN_3_BM

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110 Months RUxMid_btmN_3_BM

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220 Months RUxMid_btmN_3_BM

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btmNstocks btmNbegPrices btmNendPrices btmN_3_positions btmN_3_monthlyReturn btmN_3_aggregateReturn SELL TimebtmN_3_AggRet benchmark benchmarkAggRet
Date
2022-04-29 ['GOCO', 'CVNA', 'TDOC'] [0.7472, 57.96, 33.76] [0.7472, 57.96, 33.76] [44610.99214847 575.10927076 987.36176935] 0.000000 4.870737e+07 SELL 5.482714e+06 20237.720 NaN
2022-03-31 ['GOCO', 'NKTR', 'TSP'] [1.18, 5.39, 12.2] [0.7472, 4.13, 10.37] [28248.58757062 6184.29189858 2732.24043716] -0.250182 4.870737e+07 0 5.482714e+06 21926.830 NaN
2022-02-28 ['EPAM', 'SKLZ', 'EVBG'] [207.75, 3.11, 39.52] [296.61, 3., 43.64] [ 160.44925792 10718.113612 843.45479082] 0.165536 6.495893e+07 0 7.312060e+06 21379.350 NaN
2022-01-31 ['OSH', 'PTON', 'SKLZ'] [17.38, 27.33, 4.81] [17.51, 29.06, 3.11] [1917.91331032 1219.66093426 6930.00693001] -0.094217 5.573311e+07 0 6.273562e+06 21534.210 NaN
2021-12-31 ['PTON', 'EVBG', 'STNE'] [35.76, 67.33, 16.86] [27.33, 51.12, 15.58] [ 932.14019389 495.07401357 1977.06603401] -0.184137 6.153029e+07 0 6.926118e+06 23246.830 NaN
2021-11-30 ['STNE', 'CHGG', 'PSFE'] [15.6, 27.85, 3.63] [16.86, 30.7, 3.91] [2136.75213675 1196.88809096 9182.73645546] 0.086746 7.541746e+07 0 8.489318e+06 22334.600 NaN
2021-10-29 ['ATUS', 'CVAC', 'SAM'] [16.3, 40.07, 492.48] [15.84, 48.22, 451.17] [2044.98977505 831.87754762 67.68464371] 0.030431 6.939751e+07 0 7.811685e+06 23140.340 NaN
2021-09-30 ['SAM', 'SKLZ', 'GOCO'] [509.75, 9.82, 5.03] [492.48, 11.18, 5.4] [ 65.3915318 3394.43312967 6626.90523526] 0.059391 6.734807e+07 0 7.580992e+06 21841.240 NaN
2021-08-31 ['GOCO', 'SKLZ', 'SAM'] [4.86, 11.77, 570.21] [5.03, 9.82, 509.75] [6858.71056241 2832.05890683 58.45799501] -0.078909 6.357245e+07 0 7.155992e+06 22779.740 NaN
2021-07-30 ['CVAC', 'AI', 'SAGE'] [49.26, 50.35, 43.73] [65.83, 51.54, 46.21] [676.68155366 662.03243959 762.25322052] 0.138908 6.901865e+07 0 7.769040e+06 22214.970 NaN
2021-06-30 ['QS', 'AI', 'SAGE'] [29.26, 62.53, 56.81] [22.91, 50.35, 43.73] [1139.21166553 533.07745615 586.75115883] -0.214016 6.060071e+07 0 6.821480e+06 22045.370 NaN
2021-05-31 ['ARRY', 'IOVA', 'AMWL'] [16.3, 18.57, 12.45] [15.6, 26.02, 12.58] [2044.98977505 1795.00987255 2677.37617135] 0.122894 7.710170e+07 0 8.678903e+06 21725.600 NaN
2021-04-30 ['QDEL', 'ACAD', 'SANA'] [104.79, 20.56, 21.5] [118.11, 22.34, 20.97] [ 318.09651048 1621.27107652 1550.3875969 ] 0.063012 6.866339e+07 0 7.729050e+06 21552.640 NaN
2021-03-31 ['ACAD', 'SRPT', 'AI'] [25.8, 74.53, 65.91] [20.56, 70.84, 66.26] [1291.98966408 447.24719352 505.74015071] -0.082434 6.459323e+07 0 7.270896e+06 20507.470 NaN
2021-02-26 ['BLUE', 'BIGC', 'SRPT'] [20.13249, 59.11, 87.06] [19.51751, 57.8, 74.53] [1655.69849201 563.92037444 382.87770886] -0.065544 7.039625e+07 0 7.924109e+06 19967.180 NaN
2021-01-29 ['SRPT', 'AAN', 'VRM'] [89.4, 16.60854, 36.83] [87.06, 21.53032, 44.25] [ 372.85607755 2006.99961185 905.05928138] 0.157211 7.533395e+07 0 8.479918e+06 18913.840 NaN
2020-12-31 ['SWI', 'GBT', 'AAN'] [14.60157, 43.31, 18.58902] [16.41822, 50.12, 16.60854] [2282.85953725 769.64519357 1793.173246 ] 0.058371 6.509960e+07 0 7.327894e+06 18963.990 NaN
2020-11-30 ['GOCO', 'VRM', 'GBT'] [10.54, 35.86, 45.91] [13.66, 40.97, 43.31] [3162.55534472 929.54080684 726.05822987] 0.127294 6.150924e+07 0 6.923748e+06 18115.290 NaN
2020-10-30 ['GOCO', 'OXY', 'APA'] [10.36, 9.090717, 8.190345] [10.54, 15.69219, 12.7197] [3217.5032175 3666.74414497 4069.83263017] 0.432188 5.456363e+07 0 6.141920e+06 15915.450 NaN
2020-09-30 ['COTY', 'RETA', 'GOCO'] [2.7, 97.42, 13.025] [2.9, 116.71, 10.36] [12345.67901235 342.16108944 2559.18106206] 0.022492 3.809810e+07 0 4.288488e+06 15814.630 NaN
2020-08-31 ['RETA', 'OXY', 'OKE'] [104.95, 12.67277, 24.03797] [97.42, 9.966931, 22.72586] [ 317.61156106 2630.31155251 1386.69502181] -0.113283 3.726005e+07 0 4.194153e+06 16128.640 NaN
2020-07-31 ['NCLH', 'COTY', 'SPR'] [13.64, 3.71, 19.53309] [17.11, 3.58, 20.52122] [2443.79276637 8984.72596586 1706.50590016] 0.089982 4.202023e+07 0 4.729980e+06 15580.830 NaN
2020-06-30 ['XRX', 'JWN', 'SPR'] [14.11174, 15.381, 23.89485] [15.36694, 13.59366, 19.53309] [2362.09945289 2167.17595302 1395.00073586] -0.069932 3.855131e+07 0 4.339503e+06 14716.660 NaN
2020-05-29 ['CHKAQ-202102', 'MFA', 'COTY'] [13.01, 5.823584, 3.63] [4.9, 8.580309, 4.47] [2562.13169357 5723.85207002 9182.73645546] 0.027137 4.145000e+07 0 4.665793e+06 14456.220 NaN
2020-04-30 ['CHKAQ-202102', 'SPR', 'MFA'] [17.5, 22.10975, 6.030338] [13.01, 21.62086, 5.823584] [1904.76190476 1507.63049484 5527.60613639] -0.104323 4.035489e+07 0 4.542522e+06 13506.700 NaN
2020-03-31 ['CDEV', 'APA', 'TRGP'] [0.263, 4.094377, 6.631063] [1.18, 12.84995, 12.53946] [126742.71229404 8141.24672284 5026.84612306] 2.172049 4.505518e+07 SELL 5.071608e+06 11810.500 NaN
2020-02-28 ['CHKAQ-202102', 'SAGE', 'KOS'] [55., 47., 2.997977] [34.54, 28.72, 0.8956] [ 606.06060606 709.21985816 11118.60875962] -0.487400 1.420381e+07 SELL 5.071608e+06 14669.360 NaN
2020-01-31 ['CHKAQ-202102', 'EQT', 'AR'] [102.36, 5.980925, 1.85] [55., 5.83614, 1.6] [ 325.6480396 5573.27392223 18018.01801802] -0.207341 2.770937e+07 0 5.071608e+06 16064.760 NaN
2019-12-31 ['SAGE', 'BYND', 'PD'] [72.19, 75.6, 23.39] [66.28, 110.42, 23.32] [ 461.74447061 440.91710758 1425.11044606] 0.125241 3.495750e+07 0 6.398223e+06 16194.580 NaN
2019-11-29 ['CHKAQ-202102', 'AR', 'AM'] [119.06, 1.99, 3.136378] [165.12, 2.85, 5.197623] [ 279.97088303 16750.41876047 10627.97065065] 0.492077 3.106668e+07 0 5.686093e+06 15831.360 NaN
2019-10-31 ['PCG', 'CVET', 'CDEV'] [6.17, 9.915, 3.4] [7.46, 14.31, 3.09] [5402.48514317 3361.90956463 9803.92156863] 0.187056 2.082110e+07 0 3.810858e+06 15285.090 NaN
2019-09-30 ['TWOU', 'CVET', 'AR'] [16.28, 11.89, 3.02] [17.925, 9.915, 2.5] [ 2047.5020475 2803.47631063 11037.52759382] -0.079082 1.754012e+07 0 3.210345e+06 15126.030 NaN
2019-08-30 ['RRC', 'CVET', 'AR'] [3.527538, 13.29, 3.17] [3.801275, 11.89, 3.02] [ 9449.46116338 2508.15149235 10515.24710831] -0.025020 1.904635e+07 0 3.486028e+06 14833.900 NaN
2019-07-31 ['TWOU', 'CDEV', 'NTNX'] [12.8, 5.95, 22.7] [17.88, 4.82, 24.23] [2604.16666667 5602.24089636 1468.4287812 ] 0.091453 1.953513e+07 0 3.575488e+06 15268.800 NaN
2019-06-28 ['AR', 'RLGY', 'NTNX'] [5.53, 7.135241, 25.94] [4.61, 5.134614, 22.7] [6027.72754671 4671.64785791 1285.01670522] -0.190552 1.789827e+07 0 3.275896e+06 15053.850 NaN
2019-05-31 ['RLGY', 'VTRS', 'X'] [6.987412, 16.28191, 11.60662] [7.135241, 18.45284, 15.03362] [4770.48345415 2047.26185892 2871.92424094] 0.149918 2.211170e+07 0 4.047074e+06 14086.290 NaN
2019-04-30 ['DHC', 'AR', 'WFTIQ-201912'] [7.170749, 7.25, 0.5533] [7.0368, 6.57, 0.0465] [ 4648.5148669 4597.70114943 60244.59304777] -0.342811 1.922894e+07 0 3.519447e+06 15007.210 NaN
2019-03-29 ['ADNT', 'PCG', 'CDEV'] [12.96, 17.8, 8.79] [23.1, 22.52, 10.53] [2572.01646091 1872.65917603 3792.18809253] 0.415176 2.925936e+07 0 5.355301e+06 14457.100 NaN
2019-02-28 ['UNIT', 'CDEV', 'AR'] [8.061795e+00, 9.070000e+00, 8.660000e+00] [9.400808e+00, 8.790000e+00, 8.830000e+00] [4134.72847341 3675.11944138 3849.11470362] 0.051618 2.067542e+07 0 3.784194e+06 14334.230 NaN
2019-01-31 ['PCG', 'XOGAQ-202101', 'WFTIQ-201912'] [13., 3.94, 0.6484] [17.03, 4.2, 0.6456] [ 2564.1025641 8460.23688663 51408.59551717] 0.123891 1.966059e+07 0 3.598450e+06 13743.880 NaN
2018-12-31 ['WFTIQ-201912', 'NBR', 'ADNT'] [5.590000e-01, 9.617130e+01, 1.506000e+01] [6.484000e-01, 1.423335e+02, 1.974000e+01] [59630.29218843 346.60375115 2213.36874723] 0.316895 1.749333e+07 SELL 3.201780e+06 12405.650 NaN
2018-11-30 ['WFTIQ-201912', 'XOGAQ-202101', 'NBR'] [0.572, 5.7, 152.0809] [0.559, 4.29, 96.1713] [58275.05827506 5847.95321637 219.1815891 ] -0.212575 1.328377e+07 0 3.201780e+06 13771.510 NaN
2018-10-31 ['WFTIQ-201912', 'NKTR', 'FND'] [1.35, 38.68, 25.58] [0.572, 40.39, 33.13] [24691.35802469 861.77180283 1303.10138129] -0.078978 1.686989e+07 SELL 4.066142e+06 13441.150 NaN
2018-09-28 ['FND', 'IPGP', 'VIRT'] [30.17, 156.07, 17.73274] [25.58, 133.55, 20.56824] [1104.85029279 213.57937678 1879.76214242] -0.045510 1.831650e+07 0 4.066142e+06 14659.090 NaN
2018-08-31 ['BBWI', 'CPA', 'TSRO-201901'] [19.28512, 76.30235, 32.45] [22.10893, 76.20689, 39.01] [1728.44832354 436.85854149 1027.2213662 ] 0.115777 1.918983e+07 0 4.260016e+06 14753.630 NaN
2018-07-31 ['TSRO-201901', 'NLSN', 'IPGP'] [34.83, 21.22973, 164.04] [32.45, 23.74671, 175.48] [ 957.0293808 1570.12516567 203.20247094] 0.039989 1.719863e+07 0 3.817982e+06 14309.170 NaN
2018-06-29 ['NKTR', 'OLED', 'TSRO-201901'] [48.83, 84.88998, 44.47] [52.6, 95.05704, 34.83] [682.64045327 392.66510999 749.56899783] -0.006600 1.653732e+07 0 3.671176e+06 13961.340 NaN
2018-05-31 ['AKRXQ-202010', 'PDCO', 'PPC'] [13.97, 17.56267, 19.49] [16.59, 19.03182, 20.13] [2386.06537819 1897.96502088 1710.27877544] 0.101345 1.664720e+07 0 3.695568e+06 13865.630 NaN
2018-04-30 ['AKRXQ-202010', 'ACAD', 'MNKKQ'] [14.43, 15.81, 13.] [13.97, 18.1, 16.85] [2310.00231 2108.37022981 2564.1025641 ] 0.136374 1.511534e+07 0 3.355506e+06 13557.890 NaN
2018-03-30 ['DBRG', 'MNKKQ', 'WFTIQ-201912'] [4.622644, 14.48, 2.29] [5.025687, 13., 2.95] [ 7210.8804687 2302.02578269 14556.04075691] 0.091063 1.330138e+07 0 2.952819e+06 13578.560 NaN
2018-02-28 ['AKRXQ-202010', 'TSRO-201901', 'MIC'] [16.94, 55.23, 1.903665] [18.71, 57.14, 1.799954] [ 1967.72924046 603.53672521 17510.0836194 ] 0.028196 1.219122e+07 0 2.706369e+06 13570.150 NaN
2018-01-31 ['MNKKQ', 'TSRO-201901', 'NWL'] [18.06, 67.46, 21.72692] [16.68, 55.23, 21.2866] [1845.69952012 494.11997233 1534.19506001] -0.092657 1.185689e+07 0 2.632152e+06 14154.840 NaN
2017-12-29 ['PGEN', 'MNKKQ', 'P-201901'] [11.52, 22.56, 4.82] [13., 18.06, 4.78] [2893.51851852 1477.54137116 6915.62932227] -0.026432 1.306771e+07 0 2.900944e+06 13641.300 NaN
2017-11-30 ['MNKKQ', 'P-201901', 'TSRO-201901'] [21.82, 5., 84.6] [22.56, 4.82, 82.87] [1527.65047357 6666.66666667 394.01103231] -0.007512 1.342248e+07 0 2.979703e+06 13515.640 NaN
2017-10-31 ['FL', 'RAD', 'ENDP'] [26.49659, 33., 6.38] [37.73651, 40.2, 7.34] [1258.02351674 1010.1010101 5224.66039707] 0.264285 1.352407e+07 0 3.002255e+06 13075.680 NaN
2017-09-29 ['ICPT', 'RAD', 'DXCM'] [58.04, 39.2, 48.925] [61.63, 33., 44.97] [574.31656329 850.34013605 681.31493783] -0.059049 1.069701e+07 0 2.374666e+06 12861.070 NaN
2017-08-31 ['FL', 'WLL', 'DKS'] [30.74094, 880.4456, 22.3406] [30.73221, 1075.444, 23.03493] [1084.33032085 37.85961715 1492.05183985] 0.084091 1.136830e+07 0 2.523688e+06 12514.310 NaN
2017-07-31 ['RAD', 'WLL', 'TAHO-201902'] [44.8, 1034.08, 5.47] [48.4, 880.4456, 4.77] [ 744.04761905 32.23477229 6093.84521633] -0.065395 1.048649e+07 0 2.327931e+06 12612.330 NaN
2017-06-30 ['RAD', 'WLL', 'NBR'] [59., 1085.292, 365.9445] [44.8, 1034.08, 346.6133] [564.97175141 30.7137004 91.08849384] -0.113564 1.122023e+07 0 2.490817e+06 12429.330 NaN
2017-05-31 ['FTRCQ-202104', 'RAD', 'SM'] [17.13221, 68.2, 16.46991] [15.66186, 59., 16.04288] [1945.65285701 488.75855327 2023.89286483] -0.082216 1.265768e+07 0 2.809922e+06 12306.910 NaN
2017-04-28 ['FTRCQ-202104', 'VSTO', 'AFSI-201811'] [24.58669, 19.56, 15.20368] [17.13221, 20.98, 12.44712] [1355.74708647 1704.15814588 2192.45165206] -0.137301 1.379158e+07 0 3.061639e+06 12195.510 NaN
2017-03-31 ['RRD-202202', 'RAD', 'FTRCQ-202104'] [10.47135, 85., 27.98697] [10.86911, 80., 24.58669] [3183.28900603 392.15686275 1191.030445 ] -0.047444 1.598655e+07 0 3.548908e+06 12102.290 NaN
2017-02-28 ['VSTO', 'SWN', 'FIT-202101'] [20.23, 7.51, 6.21] [20.59, 8.17, 5.92] [1647.71791069 4438.52640923 5367.68652711] 0.019660 1.678280e+07 0 3.725670e+06 12121.240 NaN
2017-01-31 ['FIT-202101', 'UAA', 'TPX'] [6.01, 21.49, 10.6313] [6.21, 20.62, 11.42] [5546.31170272 1551.10904297 3135.39579669] 0.022327 1.645921e+07 0 3.653836e+06 11787.680 NaN
2016-12-30 ['RRD-202202', 'INOV-202111', 'JUNO-201803'] [14.00075, 10.3, 18.85] [14.7128, 11.55, 21.34] [2380.82483676 3236.24595469 1768.34659593] 0.101438 1.609975e+07 0 3.574039e+06 11509.920 NaN
2016-11-30 ['FIT-202101', 'SPWR', 'JUNO-201803'] [8.36, 4.426013, 20.05] [7.32, 4.327803, 18.85] [3987.24082935 7531.23258638 1662.51039069] -0.068814 1.461704e+07 0 3.244886e+06 11380.660 NaN
2016-10-31 ['RRD-202202', 'SPWR', 'ALNY'] [15.09754, 4.740286, 35.6] [14.91869, 4.426013, 43.87] [2207.86521071 7031.92451538 936.32958801] 0.051386 1.569722e+07 0 3.484680e+06 10798.320 NaN
2016-09-30 ['CXW', 'SPWR', 'PAY-201808'] [10.3236, 5.840242, 15.74] [10.7553, 4.740286, 15.48] [3228.84781794 5707.52604658 2117.74671749] -0.054347 1.493003e+07 0 3.314367e+06 11152.210 NaN
2016-08-31 ['SPWR', 'CXW', 'FSLR'] [6.521167, 11.41834, 37.82] [5.840242, 10.3236, 39.49] [5111.55953119 2919.28015222 881.36788295] -0.052046 1.578807e+07 0 3.504847e+06 11129.720 NaN
2016-07-29 ['ENDP', 'SPWR', 'PBF'] [17.36, 9.546046, 19.02323] [20.7, 6.521167, 18.89865] [1920.12288786 3491.84713056 1752.24361653] -0.043675 1.665488e+07 0 3.697274e+06 11157.590 NaN
2016-06-30 ['ENDP', 'IONS', 'FIT-202101'] [15.59, 23.29, 12.22] [17.36, 29.19, 13.66] [2138.12272824 1431.22942608 2727.76868522] 0.161567 1.741550e+07 0 3.866127e+06 10670.430 NaN
2016-05-31 ['ENDP', 'LC', 'IONS'] [15.81, 23.8, 22.69] [15.59, 21.5, 23.29] [2108.37022981 1400.56022409 1469.07595123] -0.028037 1.499311e+07 0 3.328371e+06 10605.720 NaN
2016-04-29 ['ENDP', 'HRB', 'PBYI'] [27., 15.53678, 30.69] [15.81, 16.39652, 37.79] [1234.56790123 2145.44669702 1086.13011839] -0.042588 1.542559e+07 0 3.424380e+06 10450.660 NaN
2016-03-31 ['SUNEQ-201712', 'PBYI', 'ENDP'] [0.5402, 29.37, 28.15] [0.237, 30.69, 27.] [61705.5411576 1134.94495517 1184.13262285] -0.185727 1.611175e+07 0 3.576703e+06 10341.340 NaN
2016-02-29 ['CRCQQ-202010', 'WLL', 'EPEGQ-202010'] [5.621, 789.8406, 1.72] [1.030000e+01, 1.571802e+03, 4.520000e+00] [ 5930.14291644 42.20260814 19379.84496124] 1.150115 1.978669e+07 0 4.392514e+06 9558.445 NaN
2016-01-29 ['TK', 'SUNEQ-201712', 'SDRLF-202202'] [6.207708, 3.13, 554.2911] [7.31414, 1.98, 599.8126] [ 5369.66837572 10649.62726305 60.13687273] -0.035684 9.202617e+06 SELL 2.042920e+06 9451.613 NaN
2015-12-31 ['TK', 'WLL', 'SDRLF-202202'] [8.944537, 1859.375, 907.7521] [6.207708, 1447.713, 554.2911] [3726.66951161 17.92717087 36.72074494] -0.305585 9.543152e+06 SELL 2.042920e+06 10114.310 NaN
2015-11-30 ['SUNEQ-201712', 'TERP-202007', 'X'] [3.19, 4.96959, 7.669004] [5.09, 9.060499, 7.583477] [10449.32079415 6707.46144719 4346.5009711 ] 0.469216 1.374273e+07 0 2.042920e+06 10392.860 NaN
2015-10-30 ['CNX', 'SUNEQ-201712', 'ESI'] [5.540498, 7.3, 10.25028] [6.563419, 3.19, 12.33176] [6016.3063561 4566.21004566 3251.94368674] -0.058441 9.353786e+06 0 1.390483e+06 10366.440 NaN
2015-09-30 ['SUNEQ-201712', 'DNRCQ-202009', 'CRCQQ-202010'] [7.18, 2.44, 26.] [7.3, 3.54, 40.4] [ 4642.52553389 13661.20218579 1282.05128205] 0.340460 9.934356e+06 SELL 1.476788e+06 9761.279 NaN
2015-08-31 ['SUNEQ-201712', 'CPA', 'GMCR-201603'] [10.4, 44.65797, 56.10266] [7.18, 36.52251, 51.95259] [3205.12820513 746.41398463 594.148893 ] -0.188587 7.411157e+06 SELL 1.476788e+06 10125.840 NaN
2015-07-31 ['DDD', 'PBYI', 'DNRCQ-202009'] [13.16, 90.6, 3.873084] [13.73, 91.92, 4.34] [2532.92806484 367.91758646 8606.40598896] 0.059479 9.133642e+06 0 1.476788e+06 10689.940 NaN
2015-06-30 ['PBYI', 'CPRI', 'LC'] [116.75, 42.09, 73.75] [90.6, 41.99, 72.55] [285.51034975 791.9537499 451.97740113] -0.080877 8.620882e+06 0 1.393881e+06 10611.230 NaN
2015-05-29 ['BTUUQ-201704', 'SDOCQ-201610', 'SSYS'] [50.7, 1.22, 35.56] [32.85, 0.877, 34.93] [ 657.46219592 27322.40437158 937.38282715] -0.216978 9.379461e+06 0 1.516533e+06 10887.230 NaN
2015-04-30 ['SSYS', 'ZU-201509', 'BTUUQ-201704'] [37.45, 12.465, 70.90987] [35.56, 13.225, 50.7] [ 890.07565643 2674.1542987 470.08030523] -0.091501 1.197855e+07 0 1.936771e+06 10678.890 NaN
2015-03-31 ['BTUUQ-201704', 'ZU-201509', 'OCN'] [73.75826, 12.99, 123.75] [70.90987, 12.465, 127.35] [ 451.92678533 2566.07646908 269.36026936] -0.016648 1.318499e+07 0 2.131837e+06 10776.840 NaN
2015-02-27 ['ZU-201509', 'OCN', 'SSYS'] [1.401000e+01, 1.221000e+02, 6.206000e+01] [1.299000e+01, 1.237500e+02, 5.278000e+01] [2379.25291458 273.000273 537.11462026] -0.069608 1.340821e+07 0 2.167928e+06 10770.400 NaN
2015-01-30 ['OCN', 'SDOCQ-201610', 'OASPQ-202011'] [9.180000e+01, 1.410000e+00, 1.344000e+01] [1.221000e+02, 1.770000e+00, 1.433000e+01] [ 363.10820625 23640.66193853 2480.15873016] 0.217202 1.441135e+07 0 2.330123e+06 10205.360 NaN
2014-12-31 ['SDOCQ-201610', 'SDRLF-202202', 'OASPQ-202011'] [1.820000e+00, 3.197215e+03, 1.654000e+01] [1.410000e+00, 2.875887e+03, 1.344000e+01] [1.83150183e+04 1.04257403e+01 2.01531640e+03] -0.171067 1.183974e+07 0 1.914328e+06 10367.130 NaN
2014-11-28 ['OASPQ-202011', 'LPI', 'SDRLF-202202'] [1.838000e+01, 2.090000e+02, 3.925559e+03] [1.654000e+01, 2.070000e+02, 3.197215e+03] [1813.56546971 159.48963317 8.49135966] -0.098406 1.428312e+07 0 2.309389e+06 10345.220 NaN
2014-10-31 ['OASPQ-202011', 'BTUUQ-201704', 'SDOCQ-201610'] [29.96, 155.0434, 3.9] [18.38, 151.5107, 2.81] [1112.59457054 214.99356524 8547.00854701] -0.229596 1.584207e+07 0 2.561450e+06 9958.920 NaN
2014-09-30 ['CLF', 'SHLDQ', 'MNDT'] [9.692103, 23.46873, 30.56] [10.48577, 32.86573, 33.99] [3439.22607233 1420.32966136 1090.7504363 ] 0.198177 2.056332e+07 0 3.324814e+06 9785.510 NaN
2014-08-29 ['NUS', 'MNDT', 'SEAS'] [35.22148, 31.14, 18.80563] [35.76086, 30.56, 17.57572] [ 946.39218265 1070.43459645 1772.51883257] -0.022904 1.716217e+07 0 2.774893e+06 10123.510 NaN
2014-07-31 ['MNDT', 'NUS', 'DWA-201608'] [35.5, 46.22425, 20.] [31.14, 35.22148, 21.835] [ 938.96713615 721.12221038 1666.66666667] -0.089699 1.756447e+07 0 2.839940e+06 9657.210 NaN
2014-06-30 ['TPR', 'CLF', 'GNCIQ-202010'] [26.94009, 13.93346, 31.96018] [27.23163, 16.15541, 30.75113] [1237.31336211 2392.32274922 1042.96450562] 0.044154 1.929524e+07 0 3.119782e+06 9951.040 NaN
2014-05-30 ['SPLK', 'DBI', 'WFM-201708'] [41.86, 19.84802, 36.37762] [55.33, 22.28635, 36.74862] [ 796.30514413 1679.42864494 916.314298 ] 0.151612 1.847931e+07 0 2.987857e+06 9634.300 NaN
2014-04-30 ['NSR-201708', 'RAX-201611', 'LNKD-201612'] [25.72, 29.02, 153.47] [28.02, 36.49, 160.09] [1296.00829445 1148.63312658 217.19771508] 0.129990 1.604647e+07 0 2.594500e+06 9425.460 NaN
2014-03-31 ['WW', 'NSR-201708', 'RAX-201611'] [20.54, 32.51, 32.82] [19.8, 25.72, 29.02] [1622.84972412 1025.32554086 1015.64086939] -0.120223 1.420055e+07 0 2.296039e+06 9479.940 NaN
2014-02-28 ['WW', 'NSM-201807', 'OCN'] [21.26, 28.83, 561.6] [20.54, 32.46, 587.7] [1567.88962057 1156.20302925 59.35422602] 0.046173 1.614108e+07 0 2.609797e+06 9505.380 NaN
2014-01-31 ['CPPRQ-202102', 'NSM-201807', 'NSR-201708'] [5.92, 27.98, 33.89] [7.28, 28.83, 35.82] [5630.63063063 1191.32713843 983.57430904] 0.105686 1.542869e+07 0 2.494614e+06 8978.580 NaN
2013-12-31 ['ARIA-201702', 'CIEIQ-201804', 'CPPRQ-202102'] [6.82, 246.75, 9.15] [7.39, 245.55, 5.92] [4887.58553275 135.08949679 3642.98724954] -0.091430 1.395396e+07 0 2.256168e+06 9156.820 NaN
2013-11-29 ['ARIA-201702', 'NUAN-202203', 'NEM'] [4.84, 11.69649, 21.34703] [6.82, 13.14989, 19.9671] [6887.0523416 2849.85780634 1561.49746983] 0.156236 1.535816e+07 0 2.483209e+06 8892.100 NaN
2013-10-31 ['ARIA-201702', 'CPPRQ-202102', 'TIVO-202005'] [2.2, 7.5, 14.58845] [4.84, 10.19, 16.02074] [15151.51515152 4444.44444444 2284.91260781] 0.552282 1.328289e+07 0 2.147666e+06 8746.870 NaN
2013-09-30 ['CPPRQ-202102', 'SWI-201602', 'PBF'] [8.8, 35.06, 17.02658] [7.5, 36.19, 19.96926] [3787.87878788 950.75109336 1957.72335568] 0.019111 8.557010e+06 0 1.383554e+06 8448.330 NaN
2013-08-30 ['PBF', 'MDRIQ-202006', 'AEO'] [16.66254, 22.5, 11.2246] [17.02658, 22.29, 10.94775] [2000.49532264 1481.48148148 2969.66781296] -0.004050 8.396547e+06 0 1.357609e+06 8078.390 NaN
2013-07-31 ['SWI-201602', 'PBF', 'EXPE'] [35.49, 17.13801, 44.17614] [36.45, 16.66254, 43.96436] [ 939.23170846 1944.99439161 754.55513617] -0.001829 8.430692e+06 0 1.363130e+06 8299.290 NaN
2013-06-28 ['WLTGQ-201905', 'ANVGQ-201510', 'RGLD'] [10.30544, 6.48, 37.41111] [11.08825, 6.67, 46.16493] [3234.53761638 5144.03292181 891.00091746] 0.113091 8.446142e+06 0 1.365628e+06 7844.640 NaN
2013-05-31 ['ANVGQ-201510', 'RAX-201611', 'WLTGQ-201905'] [7.72, 37.53, 16.90488] [6.48, 37.89, 10.30544] [4317.78929188 888.17834621 1971.81721097] -0.180472 7.588010e+06 0 1.226880e+06 7940.450 NaN
2013-04-30 ['ANVGQ-201510', 'WLTGQ-201905', 'RGLD'] [10.7, 17.62588, 49.41325] [7.72, 16.90488, 48.68423] [3115.26479751 1891.15853128 674.58289696] -0.111388 9.259000e+06 0 1.497057e+06 7773.500 NaN
2013-03-29 ['CLF', 'ANVGQ-201510', 'MCPIQ-201608'] [17.00593, 16.46, 5.2] [19.0903, 10.7, 5.84] [1960.10058452 2025.11138113 6410.25641026] -0.034765 1.041962e+07 0 1.684713e+06 7675.150 NaN
2013-02-28 ['PAY-201808', 'ESINQ', 'ANVGQ-201510'] [18.97, 13.78, 18.3] [20.68, 13.78, 16.46] [1757.16042875 2418.96468312 1821.49362477] -0.003468 1.079491e+07 0 1.745392e+06 7362.220 NaN
2013-01-31 ['MCPIQ-201608', 'ESINQ', 'HLF'] [7.38, 16.84, 17.65782] [6.14, 13.78, 19.58793] [4516.71183379 1979.41409343 1887.73774641] -0.080142 1.083247e+07 0 1.751466e+06 7259.530 NaN
2012-12-31 ['ESINQ', 'AMD', 'ZNGA'] [17.31, 2.4, 2.36] [16.84, 2.6, 2.71] [ 1925.66917004 13888.88888889 14124.29378531] 0.068162 1.177624e+07 0 1.904061e+06 6794.710 NaN
2012-11-30 ['ESINQ', 'NIHDQ-201506', 'AMD'] [18.13, 5.07, 2.2] [17.31, 7.13, 2.4] [ 1838.57326714 6574.62195924 15151.51515152] 0.150664 1.102477e+07 0 1.782558e+06 6645.460 NaN
2012-10-31 ['AMD', 'ESINQ', 'ZNGA'] [2.05, 21.49, 2.2401] [2.2, 18.13, 2.46] [16260.16260163 1551.10904297 14880.28808238] 0.004995 9.581226e+06 0 1.549156e+06 6537.960 NaN
2012-09-28 ['ZNGA', 'GRPN', 'MCPIQ-201608'] [2.835, 95.3, 11.5] [2.2401, 82.39999, 10.4] [11757.78953557 349.77264778 2898.55072464] -0.146952 9.533609e+06 0 1.541457e+06 6604.730 NaN
2012-08-31 ['GRPN', 'ZNGA', 'ANRZQ-201607'] [83., 2.8, 5.94] [95.3, 2.835, 6.57] [ 401.6064257 11904.76190476 5611.67227834] 0.088918 1.117593e+07 0 1.806999e+06 6467.440 NaN
2012-07-31 ['ZNGA', 'NIHDQ-201506', 'GMCR-201603'] [2.95, 6.75, 17.7829] [2.8, 6.24, 23.67482] [11299.43502825 4938.27160494 1874.45992124] 0.068307 1.026334e+07 0 1.659445e+06 6269.780 NaN
2012-06-29 ['TPX', 'ANRZQ-201607', 'GMCR-201603'] [5.782935, 8.71, 21.21093] [7.043857, 7.01, 17.7829] [5764.08576844 3827.01875239 1571.51682332] -0.046251 9.607103e+06 0 1.553340e+06 6255.350 NaN
2012-05-31 ['FSLR', 'SUNEQ-201712', 'GMCR-201603'] [12.56, 1.67, 22.98337] [15.06, 2.17, 21.21093] [ 2653.92781316 19960.07984032 1450.32400964] 0.140442 1.007299e+07 0 1.628667e+06 6084.210 NaN
2012-04-30 ['FSLR', 'DECK', 'MDRX'] [18.4, 51.01, 11.095] [12.56, 55.67, 10.82] [1811.5942029 653.46664053 3004.35631666] -0.083608 8.832525e+06 0 1.428101e+06 6521.620 NaN
2012-03-30 ['FSLR', 'RSHCQ-201510', 'AAMRQ-201312'] [25.05, 6.063246, 0.49] [18.4, 5.049456, 0.58] [ 1330.67198935 5497.60529811 68027.21088435] -0.082999 9.638365e+06 0 1.558395e+06 6543.290 NaN
2012-02-29 ['FSLR', 'MCPIQ-201608', 'AAMRQ-201312'] [32.3, 24.7, 0.5] [25.05, 33.83, 0.49] [ 1031.99174407 1349.52766532 66666.66666667] 0.041726 1.051075e+07 0 1.699448e+06 6399.918 NaN
2012-01-31 ['KWKAQ-201608', 'XCOOQ-201907', 'RSHCQ-201510'] [5.01, 107.4084, 6.872807] [5.54, 97.43278, 6.786657] [6653.35994677 310.3419596 4850.03192049] 0.000126 1.008975e+07 0 1.631377e+06 6144.978 NaN
2011-12-30 ['AAMRQ-201312', 'FSLR', 'SHLDQ'] [0.35, 33.76, 21.52903] [0.68, 42.28, 28.54731] [95238.0952381 987.36176935 1548.29703583] 0.507073 1.008848e+07 0 1.631172e+06 5793.696 NaN
2011-11-30 ['AAMRQ-201312', 'PRDO', 'NFLX'] [0.32, 7.06, 9.218562] [0.35, 7.97, 9.898561] [104166.66666667 4721.43531634 3615.89294874] 0.098803 6.694088e+06 SELL 1.082344e+06 5800.699 NaN
2011-10-31 ['NFLX', 'FSLR', 'HGSI-201208'] [11.7257, 49.77, 10.26] [9.218562, 47.86, 7.67] [2842.75849914 669.74750519 3248.86289799] -0.168210 6.092163e+06 0 1.082344e+06 5829.877 NaN
2011-09-30 ['DNDNQ-201506', 'ANRZQ-201607', 'TEX'] [9., 17.69, 9.440596] [10.94, 24.04, 15.31106] [3703.7037037 1884.30374976 3530.85052399] 0.398782 7.324156e+06 SELL 1.301223e+06 5158.606 NaN
2011-08-31 ['DNDNQ-201506', 'HGSI-201208', 'CIEN'] [12.28, 12.88, 12.24] [9., 12.69, 11.2] [2714.44082519 2587.99171843 2723.31154684] -0.122273 5.236094e+06 SELL 1.301223e+06 5708.383 NaN
2011-07-29 ['CLWR-201307', 'CMPR', 'AKAM'] [2.17, 26.7, 24.22] [3.21, 29.43, 21.94] [15360.98310292 1248.43945069 1376.27305257] 0.162458 5.965517e+06 SELL 1.301223e+06 6129.841 NaN
2011-06-30 ['WOLF', 'LPS-201401', 'GDOT'] [33.59, 20.05491, 33.98] [32.85, 18.05997, 32.43] [ 992.35883696 1662.10336189 980.96919757] -0.055706 5.131815e+06 0 1.301223e+06 6360.418 NaN
2011-05-31 ['CEDCQ-201306', 'AROPQ-201804', 'RMBS'] [12.56, 18.9, 14.57] [11.2, 17.5, 14.68] [2653.92781316 1763.66843034 2287.80599405] -0.058268 5.434555e+06 0 1.377985e+06 6496.091 NaN
2011-04-29 ['CEDCQ-201306', 'AKAM', 'CLWR-201307'] [11.82, 34.43, 4.86] [12.56, 33.935, 4.6] [2820.07896221 968.147933 6858.71056241] -0.001756 5.770809e+06 0 1.463246e+06 6523.283 NaN
2011-03-31 ['CEDCQ-201306', 'AMLN-201208', 'WL-201105'] [11.35, 11.37, 4.52] [11.82, 13.3, 4.51] [2936.85756241 2931.69158605 7374.63126844] 0.069647 5.780963e+06 0 1.465821e+06 6333.655 NaN
2011-02-28 ['AKAM', 'WL-201105', 'CLWR-201307'] [37.53, 4.49, 5.03] [38., 4.52, 5.59] [ 888.17834621 7423.90497402 6626.90523526] 0.043512 5.404550e+06 0 1.370377e+06 6238.244 NaN
2011-01-31 ['WL-201105', 'STRA', 'SVU-201810'] [4.38, 98.79549, 47.35064] [4.49, 113.1538, 56.65137] [7610.3500761 337.39731777 703.96795763] 0.122290 5.179192e+06 0 1.313235e+06 6009.956 NaN
2010-12-31 ['WL-201105', 'CLWR-201307', 'THOR-201510'] [4.34, 5.15, 28.32] [4.38, 5.29, 23.59] [7680.49155146 6472.49190939 1177.02448211] -0.043540 4.614842e+06 0 1.170139e+06 5884.742 NaN
2010-11-30 ['WL-201105', 'PHM', 'MI-201107'] [3.92, 5.529486, 4.777627] [4.34, 6.642449, 6.902125] [8503.40136054 6028.28786136 6976.96436606] 0.251032 4.824917e+06 0 1.223406e+06 5503.878 NaN
2010-10-29 ['WL-201105', 'STRA', 'AMLN-201208'] [7.11, 114.4291, 13.03] [3.92, 111.8612, 12.82] [4688.23253633 291.30119291 2558.19902788] -0.162407 3.856748e+06 0 9.779168e+05 5405.760 NaN
2010-09-30 ['WL-201105', 'LVLT-201710', 'CFFN'] [8.98, 14.1, 4.959702] [7.11, 14.55, 4.85647] [3711.95248701 2364.06619385 6720.83389956] -0.065713 4.604562e+06 0 1.167532e+06 5204.388 NaN
2010-08-31 ['EDMCQ', 'ESINQ', 'ODP'] [8.07, 53.26, 29.89003] [14.68, 70.27, 40.32087] [4130.52457662 625.86055827 1115.19905913] 0.495811 4.928425e+06 SELL 1.249651e+06 4706.588 NaN
2010-07-30 ['CMPR', 'NVDA', 'CVD-201502'] [33.05, 2.099654, 38.76] [30.68, 2.130498, 37.93] [ 1008.57286939 15875.63157231 859.99312006] -0.026144 3.294818e+06 0 1.249651e+06 4923.324 NaN
2010-06-30 ['AKS-202003', 'ODP', 'NVDA'] [11.47182, 35.41224, 2.332696] [13.46399, 37.86655, 2.099654] [ 2905.67088163 941.29412128 14289.61739264] 0.047687 3.383271e+06 SELL 1.283200e+06 4593.252 NaN
2010-05-31 ['DYN-201804', 'LNW', 'DFODQ-202106'] [336.4658, 10.22, 8.747883] [247.6851, 9.2, 8.271472] [ 99.0690089 3261.57860404 3810.44571965] -0.139376 3.229276e+06 0 1.283200e+06 4899.290 NaN
2010-04-30 ['STU-201012', 'SPWR', 'DYN-201804'] [27.47826, 10.86861, 427.8198] [28.94041, 8.662153, 336.4658] [1213.08020716 3066.93618902 77.91442409] -0.121112 3.752248e+06 0 1.491010e+06 5288.186 NaN
2010-03-31 ['DYN-201804', 'GEN-201212', 'MIR-201012'] [405.303, 3.69, 10.86] [427.8198, 4.07, 11.66] [ 82.2429968 9033.42366757 3069.36771025] 0.077400 4.269310e+06 0 1.696472e+06 5096.539 NaN
2010-02-26 ['AIG', 'GME', 'STU-201012'] [16.93286, 11.58076, 35.16517] [23.33823, 14.75201, 34.57162] [1968.55896366 2878.33728817 947.90764081] 0.211746 3.962603e+06 0 1.574598e+06 4760.058 NaN
2010-01-29 ['TMUS', 'LEAP-201403', 'SPWR'] [7.409251, 13.19, 13.35006] [8.119907, 14.27, 12.27629] [4498.88029618 2527.16704574 2496.8676795 ] 0.032454 3.270159e+06 0 1.299445e+06 4533.244 NaN
2009-12-31 ['SNV', 'TMUS', 'LEAP-201403'] [10.87452, 10.04131, 17.55] [14.64082, 7.409251, 13.19] [3065.26939427 3319.61998318 1899.33523267] -0.054738 3.167364e+06 0 1.258598e+06 4689.971 NaN
2009-11-30 ['CITGQ-200912', 'MBI', 'TMUS'] [0.145, 3.46, 8.290992] [0.045, 3.98, 10.04131] [229885.05747126 9633.91136802 4020.42763198] -0.109418 3.350779e+06 0 1.331481e+06 4437.258 NaN
2009-10-30 ['TMUS', 'LEAP-201403', 'CITGQ-200912'] [8.19887, 13.22, 0.72] [8.290992, 14.43, 0.145] [ 4065.60091004 2521.43217347 46296.2962963 ] -0.231949 3.762462e+06 0 1.495069e+06 4232.819 NaN
2009-09-30 ['CITGQ-200912', 'LEAP-201403', 'MYGN'] [1.21, 19.55, 27.41] [0.72, 13.22, 24.28] [27548.20936639 1705.02983802 1216.10117962] -0.280979 4.898714e+06 0 1.946575e+06 4427.764 NaN
2009-08-31 ['TMUS', 'ABII-201010', 'LEAP-201403'] [10.4756, 26.92, 16.49] [12.31804, 36.38, 19.55] [3181.99753077 1238.23675087 2021.42712755] 0.237619 6.813030e+06 0 2.707256e+06 4190.161 NaN
2009-07-31 ['CITGQ-200912', 'BPOP', 'AIG'] [0.87, 10.72288, 8.982553] [1.74, 18.1529, 30.98776] [38314.17624521 3108.61758533 3710.89748464] 1.380895 5.504948e+06 0 2.187471e+06 3995.892 NaN
2009-06-30 ['CITGQ-200912', 'MI-201107', 'SNV'] [2.15, 4.742263, 15.74084] [0.87, 5.967348, 18.47837] [15503.87596899 7028.99297937 2117.63370527] -0.054368 2.312134e+06 0 9.187600e+05 3670.913 NaN
2009-05-29 ['MTLQQ-201103', 'EKDKQ-201309', 'KEY'] [0.75, 2.61, 3.646173] [1.09, 2.96, 3.82119] [44444.44444444 12771.39208174 9142.00542139] 0.211811 2.445066e+06 0 9.715826e+05 3658.177 NaN
2009-04-30 ['CHMT-201704', 'EKDKQ-201309', 'GGP-201808'] [8.333327, 3.05, 0.36493] [23.6111, 2.61, 1.170093] [ 4000.00304 10928.96174863 91341.71850309] 1.298474 2.017696e+06 0 8.017608e+05 3505.940 NaN
2009-03-31 ['CHMT-201704', 'MGM', 'CSE-201404'] [8.333327, 2.20154, 1.106206] [8.333327, 7.917984, 2.801784] [ 4000.00304 15140.91650996 30133.02525328] 1.376451 8.778417e+05 0 3.488231e+05 3038.816 NaN
2009-02-27 ['CHMT-201704', 'HEROQ-201511', 'SSCC-201105'] [23.6111, 1.44, 2.842793] [8.333327, 1.58, 4.38264] [ 1411.76537024 23148.14814815 11725.55769391] -0.002723 3.693919e+05 SELL 1.467832e+05 2783.986 NaN
2009-01-30 ['SSCC-201105', 'GGP-201808', 'CENX'] [3.920686, 0.376515, 3.55] [2.842793, 0.3417598, 2.22] [ 8501.91352568 88531.22274898 9389.6713615 ] -0.247293 3.704006e+05 SELL 1.467832e+05 3091.619 NaN
2008-12-31 ['WAMUQ-201203', 'SSCC-201105', 'SIRI'] [2.000000e-02, 3.020468e+01, 1.081829e-01] [0.04, 3.920686, 0.1081829] [1.66666667e+06 1.10358174e+03 3.08120168e+05] 0.043268 4.920916e+05 0 1.467832e+05 3338.553 NaN
2008-11-28 ['GGP-201808', 'PLD-201106', 'GNW'] [0.7993704, 3.330094, 1.45] [0.7472375, 12.07703, 2.83] [41699.4841607 10009.72745314 22988.50574713] 1.171047 4.716828e+05 SELL 1.406956e+05 3201.787 NaN
2008-10-31 ['WAMUQ-201203', 'GGP-201808', 'STAR'] [0.06, 2.398111, 0.9614932] [0.05, 0.7993704, 1.201866] [555555.55555556 13899.8292128 34668.29857282] -0.194445 2.172606e+05 SELL 1.406956e+05 3564.556 NaN
2008-09-30 ['WAMUQ-201203', 'NCC-200812', 'STAR'] [0.16, 1.742291, 2.314706] [0.06, 2.7, 0.9614932] [208333.33333333 19131.89779051 14400.67694702] -0.219977 2.697028e+05 SELL 1.406956e+05 4590.640 NaN
2008-08-29 ['STAR', 'WAMUQ-201203', 'OSK'] [4.976617, 4.05, 13.28613] [2.314706, 0.16, 11.33888] [6697.99048899 8230.4526749 2508.88206975] -0.547313 3.457627e+05 0 1.406956e+05 5232.213 NaN
2008-07-31 ['STAR', 'MFGLQ-201306', 'WAMUQ-201203'] [7.309128, 6.49, 5.33] [4.976617, 7.37, 4.05] [4560.50753706 5136.10683102 6253.90869293] -0.141227 7.638015e+05 SELL 3.108013e+05 5137.258 NaN
2008-06-30 ['MBI', 'MFGLQ-201306', 'MTG'] [4.39, 6.31, 5.74208] [5.93, 6.49, 6.014617] [7593.01442673 5282.62017961 5805.09733987] 0.142262 8.894099e+05 SELL 3.108013e+05 5271.343 NaN
2008-05-30 ['LNG', 'UAL', 'MBI'] [4.870619, 8.54, 6.96] [4.343797, 5.22, 4.39] [6843.75709398 3903.20062451 4789.27203065] -0.288725 7.786390e+05 0 3.108013e+05 5729.388 NaN
2008-04-30 ['LNG', 'NCC-200812', 'PAY-201808'] [9.681599, 6.25918, 11.19] [4.870619, 5.80216, 14.68] [3442.9574426 5325.51122245 2978.85016384] -0.086017 1.094709e+06 0 4.369637e+05 5481.012 NaN
2008-03-31 ['MFGLQ-201306', 'CITGQ-200912', 'TPX'] [9.91, 11.25573, 2.678233] [13.17, 10.34387, 2.705015] [ 3363.6057854 2961.45459542 12446.0169572 ] 0.085983 1.197734e+06 SELL 4.780872e+05 5134.075 NaN
2008-02-29 ['MBI', 'S-202003', 'ARRS-201904'] [12.97, 7.11, 5.75] [12.22, 6.69, 5.82] [2570.03341043 4688.23253633 5797.10144928] -0.034908 1.102904e+06 SELL 4.780872e+05 5209.486 NaN
2008-01-31 ['CFC-200806', 'PCYC-201505', 'MBI'] [6.592851, 0.86, 15.5] [6.111156, 1.16, 12.97] [ 5055.98159784 38759.68992248 2150.53763441] 0.037516 1.142796e+06 SELL 4.780872e+05 5331.447 NaN
2007-12-31 ['ETFC-202010', 'MBI', 'NBIX'] [34.65265, 18.63, 4.54] [48.5137, 15.5, 5.39] [ 961.92739468 1789.22884237 7342.14390602] 0.139739 1.101473e+06 SELL 4.780872e+05 5703.005 NaN
2007-11-30 ['ETFC-202010', 'CAA-201802', 'LEAP-201403'] [44.90202, 14.9693, 34.71] [34.65265, 14.4934, 46.64] [ 742.3570996 2226.779698 960.33803899] 0.027884 9.664261e+05 SELL 4.780872e+05 5721.111 NaN
2007-10-31 ['WCG-202001', 'CAA-201802', 'MTG'] [24.19, 20.76666, 18.10553] [38.91, 14.9693, 22.02234] [1377.97988149 1605.13695189 1841.05813712] 0.181894 9.402092e+05 0 4.780872e+05 6008.028 NaN
2007-09-28 ['CAA-201802', 'TREX', 'PHM'] [23.75187, 1.39, 11.82542] [20.76666, 1.355, 12.89413] [ 1403.39827278 23980.81534772 2818.78642224] -0.020163 7.955107e+05 0 4.045094e+05 5912.608 NaN
2007-08-31 ['CAA-201802', 'IMMU-202010', 'THC'] [43.39367, 2.09, 13.56] [23.75187, 2.29, 13.44] [ 768.1611934 15948.96331738 2458.21042281] -0.121933 8.118807e+05 0 4.128334e+05 5724.333 NaN
2007-07-31 ['QCOR-201408', 'SEPR-200910', 'PCYC-201505'] [0.3723891, 28.13, 2.26] [0.5442611, 29.17, 2.23] [89512.10798956 1184.97452305 14749.26253687] 0.161745 9.246223e+05 0 4.701614e+05 5714.564 NaN
2007-06-29 ['QCOR-201408', 'NKTR', 'APKT-201303'] [0.4296798, 9.49, 11.49] [0.3723891, 7.63, 11.05] [77577.14775825 3512.46926589 2901.07339716] -0.122541 7.958908e+05 0 4.047027e+05 5935.538 NaN
2007-05-31 ['QCOR-201408', 'DXCM', 'APKT-201303'] [0.5729064, 6.56, 11.85] [0.4296798, 8.19, 11.49] [58182.86081868 5081.30081301 2812.9395218 ] -0.010635 9.070406e+05 0 4.612213e+05 6072.452 NaN
2007-04-30 ['QCOR-201408', 'ALK', 'CEB-201704'] [0.868908, 6.654533, 49.5188] [0.5729064, 6.555614, 51.75197] [38362.32758052 5009.11684311 673.14501428] -0.103476 9.167904e+05 0 4.661789e+05 5851.751 NaN
2007-03-30 ['PCYC-201505', 'AMD', 'NVAX'] [2.66, 13.06, 51.8] [3.28, 13.82, 59.2] [12531.3283208 2552.32261358 643.5006435 ] 0.144711 1.022605e+06 0 5.199847e+05 5637.046 NaN
2007-02-28 ['PCYC-201505', 'AMD', 'DXCM'] [3.08, 15.07, 8.09] [2.66, 13.06, 7.86] [10822.51082251 2211.90002212 4120.3131438 ] -0.099390 8.933304e+05 0 4.542498e+05 5592.208 NaN
2007-01-31 ['AMD', 'WFM-201708', 'HEROQ-201511'] [15.55, 18.96136, 26.44] [15.07, 20.97208, 26.63] [2143.6227224 1757.96110265 1260.71608674] 0.027454 9.919175e+05 0 5.043803e+05 5583.184 NaN
2006-12-29 ['ONXX-201309', 'ODFL', 'CTXS'] [10.58, 6.995187, 20.64988] [11.85, 8.073382, 24.16913] [3150.59861374 4765.18116433 1614.21438446] 0.148199 9.654134e+05 0 4.909033e+05 5400.691 NaN
2006-11-30 ['NBIX', 'QCOR-201408', 'CHSI-201207'] [9.19, 1.16491, 21.36] [10.42, 1.403621, 24.1] [ 3627.13093943 28614.51385372 1560.54931336] 0.155679 8.408068e+05 0 4.275420e+05 5401.302 NaN
2006-10-31 ['DXCM', 'RHT-201907', 'VIAV'] [8.8, 16.38, 8.260846] [11.26, 17.4, 10.50657] [3787.87878788 2035.002035 4035.09922995] 0.204556 7.275437e+05 0 3.699489e+05 5213.707 NaN
2006-09-29 ['NBIX', 'PMCS-201601', 'CHE'] [10.75, 5.94, 29.10293] [11.55, 6.63, 32.01683] [3100.7751938 5611.67227834 1145.36004909] 0.096901 6.039933e+05 0 3.071247e+05 5016.180 NaN
2006-08-31 ['NBIX', 'CHS', 'PRDO'] [11.59, 13.29387, 19.15] [10.75, 15.52153, 22.49] [2876.04256543 2507.42134031 1740.64403829] 0.089836 5.506359e+05 0 2.799930e+05 4926.962 NaN
2006-07-31 ['NBIX', 'SRPT', 'PMCS-201601'] [9.25, 16.98, 5.11] [11.59, 24.78, 6.86] [3603.6036036 1963.09383589 6523.15720809] 0.351601 5.052467e+05 0 2.569130e+05 4804.957 NaN
2006-06-30 ['NBIX', 'TTWO', 'ONXX-201309'] [10.6, 10.81933, 16.83] [9.25, 10.67934, 15.71] [3144.65408805 3080.90550277 1980.59021588] -0.068948 3.738136e+05 SELL 1.900805e+05 4912.469 NaN
2006-05-31 ['NBIX', 'XMSR-200807', 'EXPE'] [19.71, 14.42, 11.97354] [10.6, 14.65, 12.63078] [1691.1889058 2311.60425335 2783.91631325] -0.130454 4.014961e+05 0 1.900805e+05 4906.790 NaN
2006-04-28 ['DNDNQ-201506', 'XMSR-200807', 'SLXP-201503'] [4.07, 20.28, 13.7] [4.4, 14.42, 12.08] [8190.00819001 1643.65548981 2433.09002433] -0.108707 4.617305e+05 0 2.185974e+05 5077.676 NaN
2006-03-31 ['PPC', 'APPX-200809', 'MRCY'] [16.22483, 15.22032, 16.2] [19.56413, 16.68946, 19.06] [2054.46425838 2190.05469881 2057.61316872] 0.159627 5.180458e+05 0 2.452588e+05 5042.330 NaN
2006-02-28 ['PCYC-201505', 'APOL-201702', 'XMSR-200807'] [4.75, 49.38, 22.09] [4.6, 52.51, 22.27] [7017.54385965 675.03712704 1508.97842161] 0.013319 4.467347e+05 0 2.114979e+05 4920.404 NaN
2006-01-31 ['JAH-201604', 'PPC', 'LPNT-201811'] [10.66155, 18.20467, 30.85] [12.97646, 17.24732, 31.06] [3126.49974285 1831.03200076 1080.49702863] 0.057115 4.408631e+05 0 2.087181e+05 4926.322 NaN
2005-12-30 ['PCYC-201505', 'MTLQQ-201103', 'NTY-201010'] [3.55, 17.76817, 16.25] [4.92, 22.0135, 20.69] [9389.6713615 1876.01386824 2051.28205128] 0.299358 4.170435e+05 0 1.974412e+05 4685.555 NaN
2005-11-30 ['EXAS', 'AGP-201212', 'MDVN-201609'] [1.46, 18.66, 0.5475] [2.21, 19.46, 0.635] [22831.05022831 1786.35226867 60882.80060883] 0.238796 3.209611e+05 0 1.519528e+05 4637.640 NaN
2005-10-31 ['AGP-201212', 'OSIP-201006', 'KCI-201111'] [16.72, 23.3, 35.9] [18.66, 24.25, 38.95] [1993.62041467 1430.61516452 928.50510678] 0.080586 2.590911e+05 SELL 1.226617e+05 4440.615 NaN
2005-09-30 ['AGP-201212', 'AXON', 'TPX'] [19.12, 6.17, 2.836424] [16.72, 6.15, 2.649565] [ 1743.37517434 5402.48514317 11751.88664788] -0.064881 2.397690e+05 0 1.226617e+05 4578.152 NaN
2005-08-31 ['TREX', 'RMBS', 'MDVN-201609'] [3.01375, 10.48, 0.655] [3., 12.1, 0.725] [11060.41753076 3180.66157761 50890.58524173] 0.085629 2.564048e+05 0 1.311723e+05 4518.216 NaN
2005-07-29 ['MOH', 'NVAX', 'XPO'] [15.96, 20., 1.326506] [18.15333, 30.2, 1.303234] [ 2088.55472013 1666.66666667 25128.67136171] 0.209961 2.361808e+05 0 1.208260e+05 4550.082 NaN
2005-06-30 ['XPO', 'TREX', 'AKS-202003'] [1.326506, 3.2125, 5.996625] [1.326506, 3.675, 8.625412] [25128.67136171 10376.13488975 5558.68231436] 0.194116 1.951970e+05 0 9.985943e+04 4322.218 NaN
2005-05-31 ['NVAX', 'ARBA-201209', 'CACC'] [27.4, 6.15, 14.11] [26.4, 5.77, 14.89] [1216.54501217 5420.05420054 2362.39073943] -0.014335 1.634658e+05 0 8.362627e+04 4209.050 NaN
2005-04-29 ['GTI-201508', 'ARBA-201209', 'AXON'] [3.81, 6.03, 8.64] [4.4, 6.15, 11.34] [8748.9063867 5527.91597568 3858.02469136] 0.162419 1.658431e+05 SELL 8.484249e+04 4016.604 NaN
2005-03-31 ['NVAX', 'GTI-201508', 'ALGN'] [28.2, 5.69, 6.24] [32., 3.81, 8.42] [1182.03309693 5858.23081429 5341.88034188] 0.051236 1.426707e+05 0 8.484249e+04 4148.805 NaN
2005-02-28 ['ALGN', 'VIAV', 'MKTX'] [7.57, 8.687249, 10.0258] [6.24, 7.595657, 9.450476] [4403.34654337 3837.04131576 3324.75546424] -0.119577 1.357172e+05 0 8.070740e+04 4181.668 NaN
2005-01-31 ['NVAX', 'VIAV', 'ALGN'] [48., 9.778841, 8.66] [44.6, 8.687249, 7.57] [ 694.44444444 3408.7202495 3849.11470362] -0.102776 1.541501e+05 0 9.166894e+04 4056.394 NaN
2004-12-31 ['OPK', 'NFLX', 'ALGN'] [0.34, 1.761427, 10.75] [0.36, 1.642856, 8.66] [98039.21568627 18924.05040534 3100.7751938 ] -0.067637 1.718078e+05 0 1.021695e+05 4159.339 NaN
2004-11-30 ['OPK', 'OSIP-201006', 'NFLX'] [0.34, 47.58, 1.625713] [0.34, 74.85, 1.761427] [98039.21568627 700.57447107 20503.82406571] 0.218873 1.842713e+05 0 1.095812e+05 3989.521 NaN
2004-10-29 ['NFLX', 'MDVN-201609', 'BYI-201411'] [1.352856, 0.275, 9.25] [1.625713, 0.425, 12.09] [ 24639.23235979 121212.12121212 3603.6036036 ] 0.351390 1.511817e+05 0 8.990370e+04 3760.398 NaN
2004-09-30 ['FWLT-201412', 'EXAS', 'LSI-201405'] [4.645254, 3.25, 4.276728] [5.53477, 2.65, 4.514875] [ 7175.78270926 10256.41025641 7794.12048962] 0.020853 1.118712e+05 0 6.652682e+04 3659.483 NaN
2004-08-31 ['CIEN', 'QCOR-201408', 'NFLX'] [12.74, 0.3819376, 1.992855] [13.86, 0.4296798, 2.202855] [ 2616.43118786 87274.29122803 16726.42180858] 0.106096 1.095860e+05 0 6.516789e+04 3544.417 NaN
2004-07-30 ['QDEL', 'FWLT-201412', 'ATHR-201105'] [3.44, 6.424287, 7.26] [3.64, 6.621957, 7.96] [9689.92248062 5188.64324295 4591.36822773] 0.061776 9.907459e+04 SELL 5.891702e+04 3529.138 NaN
2004-06-30 ['TWTC-201410', 'AGN-202005', 'MTZ'] [4.19, 25.40669, 5.43] [4.34, 23.81051, 6.24] [7955.4494829 1311.99039833 6138.7354205 ] 0.040715 9.331027e+04 0 5.891702e+04 3690.496 NaN
2004-05-31 ['MTZ', 'SRPT', 'CIEN'] [4.27, 13.56, 25.13] [5.43, 14.4, 25.9] [7806.40124902 2458.21042281 1326.43586683] 0.121417 8.965975e+04 0 5.661205e+04 3591.162 NaN
2004-04-30 ['TWTC-201410', 'SOHU', 'LVLT-201710'] [3.8, 16.74, 43.05] [4.29, 20.65, 57.6] [8771.92982456 1991.23855038 774.29345722] 0.233500 7.995221e+04 0 5.048261e+04 3504.209 NaN
2004-03-31 ['ESINQ', 'SRPT', 'QLGC-201608'] [31.2, 18.18, 16.5] [40.33, 17.22, 13.495] [1068.37606838 1833.516685 2020.2020202 ] 0.019234 6.481738e+04 0 4.092633e+04 3637.784 NaN
2004-02-27 ['RGEN', 'EXAS', 'SSYS'] [2.88, 7.44, 8.71] [3.03, 7.84, 9.505] [11574.07407407 4480.28673835 3827.01875239] 0.065707 6.359422e+04 0 4.015401e+04 3637.023 NaN
2004-01-30 ['RGEN', 'EXAS', 'FCN'] [3.33, 7.89, 15.] [2.88, 7.44, 16.42] [10010.01001001 4224.75707647 2222.22222222] -0.032501 5.967326e+04 0 3.767828e+04 3560.351 NaN
2003-12-31 ['MIR-201012', 'GRA-202109', 'SRPT'] [5.99, 1.910219, 24.42] [9.215385, 2.319021, 24.72] [ 5564.83027268 17450.00616858 1365.001365 ] 0.254918 6.167785e+04 0 3.894400e+04 3459.836 NaN
2003-11-28 ['MIR-201012', 'IMMU-202010', 'FWLT-201412'] [5.682821, 3.86, 8.697496] [5.99, 4.56, 10.18002] [5865.63140619 8635.57858377 3832.52068565] 0.135285 4.914890e+04 0 3.103310e+04 3359.172 NaN
2003-10-31 ['CLH', 'BMRN', 'FWLT-201412'] [1.85, 7., 11.46488] [4.58, 7.35, 8.697496] [18018.01801802 4761.9047619 2907.42976231] 0.428099 4.329212e+04 0 2.733507e+04 3267.464 NaN
2003-09-30 ['MIR-201012', 'CLH', 'FCN'] [9.522564, 2.125, 17.35] [6.757949, 1.85, 19.9] [ 3500.45778987 15686.2745098 1921.22958694] -0.090920 3.031451e+04 0 1.914088e+04 3035.752 NaN
2003-08-29 ['CLH', 'AKRXQ-202010', 'AKS-202003'] [2.35, 0.5, 2.469749] [2.125, 1.22, 1.871022] [14184.39716312 66666.66666667 13496.64817491] 0.367277 3.334637e+04 0 2.105522e+04 3074.275 NaN
2003-07-31 ['MIR-201012', 'AKS-202003', 'SHAW-201302'] [3.071795, 2.245226, 8.51] [10.90487, 2.469749, 8.86] [10851.41857882 14846.31539691 3916.9604387 ] 0.897043 2.438889e+04 0 1.539938e+04 2946.317 NaN
2003-06-30 ['MRCY', 'MOS', 'THC'] [18.2, 5.396335, 46.6] [19.88, 5.878869, 55.12] [1831.5018315 6177.03188059 715.30758226] 0.121520 1.285627e+04 0 8.117575e+03 2852.313 NaN
2003-05-30 ['AKS-202003', 'EHC', 'CVA-202111'] [2.769113, 1.267651, 0.438711] [3.38655, 2.197262, 0.877422] [12037.54896724 26295.35521475 75980.16309902] 0.652102 1.146326e+04 0 7.238013e+03 2823.775 NaN
2003-04-30 ['EHC', 'REGN', 'AKS-202003'] [0.5915706, 6.33, 2.731692] [1.267651, 13.74, 2.769113] [56347.17704587 5265.92943655 12202.44937326] 0.775724 6.938589e+03 0 4.381093e+03 2587.013 NaN
2003-03-31 ['EHC', 'CVA-202111', 'AKS-202003'] [0.3802954, 0.4058076, 3.040411] [0.5915706, 0.630647, 2.731692] [87651.16100098 82140.73204478 10963.43005381] 0.336024 3.907471e+03 0 2.467215e+03 2411.830 NaN
2003-02-28 ['ACF-201009', 'AAMRQ-201312', 'CVA-202111'] [1.99, 2.34, 0.4661304] [3.3, 2.1, 0.4058076] [16750.41876047 14245.01424501 71510.74749326] 0.142105 2.924702e+03 0 1.846685e+03 2388.252 NaN
2003-01-31 ['ACF-201009', 'EQIX', 'AAMRQ-201312'] [3.14, 2.898139, 2.9] [1.99, 2.856737, 2.34] [10615.71125265 11501.63374957 11494.25287356] -0.191210 2.560799e+03 SELL 1.616914e+03 2420.309 NaN
2002-12-31 ['SBAC', 'CVA-202111', 'SIRI'] [0.402233, 0.7677442, 0.5769752] [0.5493914, 0.630647, 1.045768] [82870.70760811 43417.23888417 57772.55821972] 0.333261 3.166211e+03 SELL 1.616914e+03 2470.267 NaN
2002-11-29 ['CVA-202111', 'THC', 'BRCD-201711'] [1.069358, 73.8, 5.346561] [0.7677442, 65.6, 3.896966] [31171.35078555 451.67118338 6234.53717882] -0.221430 2.374787e+03 0 1.616914e+03 2571.583 NaN
2002-10-31 ['SBAC', 'DYN-201804', 'AYE-201102'] [0.3629907, 218.735, 5.322073] [7.357920e-01, 3.763528e+02, 6.433173e+00] [91829.71721681 152.39140208 6263.22362232] 0.652129 3.050190e+03 0 2.076773e+03 2404.642 NaN
2002-09-30 ['GEN-201212', 'DYN-201804', 'ATML-201604'] [1.75, 373.1361, 1.045453] [1.88, 218.735, 1.647081] [19047.61904762 89.33290918 31884.10510404] 0.078655 1.846218e+03 SELL 1.257028e+03 2288.952 NaN
2002-08-30 ['DYN-201804', 'AKRXQ-202010', 'CRUS'] [669.0716, 1., 3.95] [373.1361, 1.25, 2.55] [ 49.82027833 33333.33333333 8438.8185654 ] -0.182246 1.711593e+03 0 1.257028e+03 2521.602 NaN
2002-07-31 ['PWR', 'DYN-201804', 'ALKS'] [1.884595, 772.0057, 4.56] [2.614752, 669.0716, 8.21] [17687.26614118 43.17757412 7309.94152047] 0.351513 2.093042e+03 SELL 1.537171e+03 2507.868 NaN
2002-06-28 ['DOX', 'WMB', 'CVC-201606'] [6.47421, 2.354787, 2.849988] [6.302707, 1.159703, 2.500518] [ 5148.63332103 14155.56198218 11695.95567888] -0.218875 1.548665e+03 SELL 1.537171e+03 2779.095 NaN
2002-05-31 ['IMCL-200811', 'TWTC-201410', 'SBAC'] [9.660000e+00, 2.260000e+00, 1.442152e+00] [8.690000e+00, 1.680000e+00, 1.383289e+00] [ 3450.65562457 14749.26253687 23113.60614785] -0.132622 1.982608e+03 SELL 1.537171e+03 2978.807 NaN
2002-04-30 ['VRSN', 'SEPR-200910', 'TWTC-201410'] [7.854648, 12.66, 3.77] [8.219783, 11.71, 2.26] [4243.7717557 2632.96471827 8841.73297966] -0.143028 2.285750e+03 SELL 1.537171e+03 3012.860 NaN
2002-03-29 ['SEPR-200910', 'SBAC', 'CHSI-201207'] [19.4, 3.227674, 2.72] [12.66, 2.835252, 4.61] [ 1718.21305842 10327.35441477 12254.90196078] 0.075283 2.667239e+03 0 1.537171e+03 3072.417 NaN
2002-02-28 ['SBAC', 'AES', 'TWTC-201410'] [2.354535, 3.853583, 5.7] [3.227674, 6.721366, 6.08] [14157.07701662 8649.95857967 5847.95321637] 0.393895 2.480499e+03 0 1.429550e+03 2898.610 NaN
2002-01-31 ['RAD', 'IMCL-200811', 'AMT'] [47.6, 19.16, 4.261971] [66.8, 22.41, 3.997663] [ 700.28011204 1739.73556019 7821.10749541] 0.170323 1.779545e+03 SELL 1.025579e+03 2929.702 NaN
2001-12-31 ['PCYC-201505', 'HAL', 'MIR-201012'] [9.94, 4.802151, 246.0508] [8.05, 5.040426, 153.7433] [3353.45405768 6941.33385921 135.47337921] -0.171893 1.520558e+03 0 1.025579e+03 2947.291 NaN
2001-11-30 ['CCK', 'HXL', 'TIE-201301'] [1.00033, 2.458355, 0.7131543] [2.51568, 2.934781, 0.9360151] [33322.33696214 13559.20252906 46740.70300541] 0.673716 1.836186e+03 0 1.238462e+03 2833.498 NaN
2001-10-31 ['BGCP', 'ACF-201009', 'SIRI'] [1.277523, 15.5, 2.244794] [1.962848, 23.1, 6.346728] [26092.15907137 2150.53763441 14849.17250016] 0.951360 1.097071e+03 0 7.399475e+02 2614.421 NaN
2001-09-28 ['SUNEQ-201712', 'TWTC-201410', 'AES'] [1.05, 7.25, 9.574213] [1.88, 10.96, 10.34344] [31746.03174603 4597.70114943 3481.57423836] 0.460848 5.622084e+02 SELL 3.791958e+02 2514.836 NaN
2001-08-31 ['ARBA-201209', 'JNPR', 'CIEN'] [13.68, 11.68254, 119.84] [11.16, 8.094332, 72.03] [2436.64717349 2853.26079203 278.14864263] -0.296767 3.848507e+02 SELL 3.791958e+02 2859.688 NaN
2001-07-31 ['INFA-201508', 'LVLT-201710', 'RMBS'] [8.27, 67.05, 7.84] [7.66, 57.3, 6.23] [4030.63280935 497.14143674 4251.70068027] -0.141511 5.472594e+02 SELL 3.791958e+02 2974.044 NaN
2001-06-29 ['LVLT-201710', 'USG-201904', 'TLAB-201312'] [82.35, 3.226074, 13.12286] [67.05, 4.066994, 11.1524] [ 404.77636106 10332.47635774 2540.0966964 ] -0.025095 6.374678e+02 SELL 3.791958e+02 3061.679 NaN
2001-05-31 ['ARBA-201209', 'RMBS', 'EQIX'] [34.26, 11., 34.44645] [33., 12.31, 28.35208] [ 972.95193617 3030.3030303 967.68559121] -0.031537 6.538765e+02 0 3.791958e+02 3090.747 NaN
2001-04-30 ['ARBA-201209', 'EQIX', 'SIRI'] [46.38, 34.97639, 9.294711] [34.26, 34.44645, 12.37792] [ 718.70058933 953.02383503 3586.26893653] 0.018415 6.751690e+02 0 3.915437e+02 3034.229 NaN
2001-03-30 ['ARBA-201209', 'CNQR-201412', 'EQIX'] [47.4375, 0.3125, 33.12159] [46.38, 0.93, 34.97639] [ 702.67896355 106666.66666667 1006.39290968] 0.669902 6.629605e+02 SELL 3.844637e+02 2795.183 NaN
2001-02-28 ['ARBA-201209', 'FFIV', 'TIBX-201412'] [99., 3.484375, 13.5] [47.4375, 2.671875, 8.5] [ 336.7003367 9566.51718984 2469.13580247] -0.374796 3.970055e+02 SELL 3.844637e+02 2980.065 NaN
2001-01-31 ['GRA-202109', 'ARBA-201209', 'SOHU'] [1.464254, 223.875, 1.5625] [1.501418, 99., 1.25] [22764.72069281 148.8926112 21333.33333333] -0.244136 6.350014e+02 0 3.844637e+02 3173.221 NaN
2000-12-29 ['BKNG', 'CETV-202010', 'UTHR'] [7.875, 0.0390625, 7.375] [15.9375, 0.1171875, 8.] [ 4232.8042328 853333.33333333 4519.7740113 ] 1.036185 8.401001e+02 SELL 5.086415e+02 3122.920 NaN
2000-11-30 ['CETV-202010', 'BKNG', 'OI'] [7.031250e-02, 1.500000e+01, 2.686530e+00] [3.906250e-02, 7.875000e+00, 5.314656e+00] [474074.07407407 2222.22222222 12407.57904558] 0.019605 4.125854e+02 SELL 5.086415e+02 2902.078 NaN
2000-10-31 ['BKNG', 'ULTI-201905', 'ARRS-201904'] [34.5, 2.5625, 12.1875] [15., 3.5, 8.1875] [ 966.18357488 13008.1300813 2735.04273504] -0.175856 4.046520e+02 SELL 5.086415e+02 3189.090 NaN
2000-09-29 ['BKNG', 'CETV-202010', 'MDRX'] [71.25, 0.359375, 5.701539] [34.5, 0.25, 4.843785] [ 467.83625731 92753.62318841 5846.37469521] -0.323527 4.909969e+02 SELL 5.086415e+02 3239.092 NaN
2000-08-31 ['CETV-202010', 'CNQR-201412', 'ENDP'] [0.546875, 3.0625, 5.125] [0.359375, 2.375, 9.8125] [60952.38095238 10884.3537415 6504.06504065] 0.115762 7.258185e+02 0 5.086415e+02 3285.926 NaN
2000-07-31 ['CTXS', 'CA-201811', 'UIS'] [11.6418, 18.49681, 98.125] [16.79472, 23.66847, 130.] [2863.24566075 1802.11254445 339.70276008] 0.349020 6.505135e+02 0 4.558690e+02 2998.545 NaN
2000-06-30 ['CTXS', 'MCRS-201409', 'CNQR-201412'] [14.45682, 4.640625, 4.1875] [11.6418, 5.6875, 3.9375] [2305.71684045 7182.94051627 7960.19900498] -0.009610 4.822119e+02 0 3.379260e+02 3032.564 NaN
2000-05-31 ['RHT-201907', 'CNQR-201412', 'AKAM'] [16.0625, 5.125, 66.75] [27.0625, 4.1875, 118.75] [2075.22697795 6504.06504065 499.37578027] 0.426975 4.868911e+02 SELL 3.412051e+02 2945.440 NaN
2000-04-28 ['PTC', 'AEO', 'ATVI'] [20.3125, 2.187314, 0.4617569] [26.5625, 2.11494, 0.4571394] [ 1641.02564103 15239.39102174 72188.05681806] 0.088201 3.412051e+02 0 3.412051e+02 3025.588 NaN
2000-03-31 ['CXW', 'SCI', 'CHSI-201207'] [2.025571, 2.231493, 4.5] [2.025571, 3.812134, 4.25] [16456.26508937 14937.68223039 7407.40740741] 0.217593 3.135496e+02 0 3.135496e+02 3175.890 NaN
2000-02-29 ['UNM', 'DVA', 'TEX'] [7.869642, 1., 5.463308] [9.965761, 1.041667, 6.613478] [ 4235.68611296 33333.33333333 6101.30956068] 0.172849 2.575160e+02 0 2.575160e+02 3003.874 NaN
2000-01-31 ['SCI', 'OHI', 'CXW'] [3.393729, 1.804753, 2.935012] [2.742877, 1.426337, 3.389732] [ 9822.03745005 18469.7481225 11357.13698388] -0.082176 2.195644e+02 0 2.195644e+02 2789.477 NaN
1999-12-31 ['CETV-202010', 'MD', 'TIE-201301'] [0.875, 1.75, 1.055656] [0.84375, 2.28125, 1.143627] [38095.23809524 19047.61904762 31575.94266819] 0.117063 2.392229e+02 0 2.392229e+02 2884.943 NaN
1999-11-30 ['LNG', 'MDRIQ-202006', 'SIRO-201602'] [0.994004, 4.331333, 0.7053571] [1.491006, 4.614268, 1.175595] [33534.40562949 7695.86021978 47257.38683758] 0.410663 2.141533e+02 0 2.141533e+02 2651.638 NaN
1999-10-29 ['CNQR-201412', 'CETV-202010', 'TRA-201004'] [11.125, 0.9375, 0.9513289] [23.4375, 1.210938, 1.652308] [ 2996.25468165 35555.55555556 35038.70568142] 0.711750 1.518104e+02 0 1.518104e+02 2577.504 NaN
1999-09-30 ['SIRO-201602', 'CETV-202010', 'CVD-201502'] [0.4702381, 0.9765625, 9.6875] [0.7053571, 0.9375, 9.6875] [70886.07523153 34133.33333333 3440.86021505] 0.153333 8.868724e+01 0 8.868724e+01 2460.897 NaN
1999-08-31 ['CETV-202010', 'ODP', 'IMMU-202010'] [0.859375, 91.48892, 1.125] [0.9765625, 92.03676, 1.375] [38787.87878788 364.34284428 29629.62962963] 0.121525 7.689646e+01 0 7.689646e+01 2550.561 NaN
1999-07-30 ['DVA', 'JLL', 'OCR-201508'] [2.791667, 13.08869, 9.813325] [2.6875, 11.65979, 8.806163] [11940.29708176 2546.72800206 3396.7420149 ] -0.083039 6.856421e+01 0 6.856421e+01 2618.368 NaN
1999-06-30 ['IMMU-202010', 'OCR-201508', 'MFE-201102'] [1.5, 11.52495, 14.6875] [1.5, 9.813325, 17.5] [22222.22222222 2892.27574378 2269.5035461 ] 0.014325 7.477329e+01 0 7.477329e+01 2692.276 NaN
1999-05-31 ['MFE-201102', 'CNX', 'CXW'] [14.6875, 3.902045, 7.493441] [14.6875, 3.468484, 6.193406] [2269.5035461 8542.52919516 4448.33466138] -0.094867 7.371730e+01 0 7.371730e+01 2600.556 NaN
1999-04-30 ['MFE-201102', 'SIRO-201602', 'MCK'] [13.25, 2.938988, 29.06934] [14.6875, 4.055803, 28.34108] [ 2515.72327044 11341.77251943 1146.6835275 ] 0.154479 8.144361e+01 0 8.144361e+01 2608.040 NaN
1999-03-31 ['SIRO-201602', 'CLGX-202106', 'BEXP-201112'] [3.879464, 6.741135, 2.75] [2.938988, 7.620413, 2.625] [ 8592.25226303 4944.7657306 12121.21212121] -0.052481 7.054575e+01 0 7.054575e+01 2428.632 NaN
1999-02-26 ['DVA', 'RRC', 'SIRO-201602'] [2.958333, 1.203404, 4.467262] [3.666667, 2.181647, 3.879464] [11267.60690339 27699.20436805 7461.69204612] 0.306918 7.445316e+01 0 7.445316e+01 2354.864 NaN
1999-01-29 ['SCI', 'SIRO-201602', 'CHKAQ-202102'] [1.154819e+01, 6.230655e+00, 1.309827e+02] [1.118447e+01, 4.467262e+00, 1.209071e+02] [2886.45522228 5349.89232004 254.48653397] -0.130479 5.696849e+01 0 5.696849e+01 2435.869 NaN
1998-12-31 ['PEGA', 'AMLN-201208', 'CHKAQ-202102'] [1.907916e+00, 5.000000e-01, 1.511339e+02] [2.486072e+00, 1.000000e+00, 1.309827e+02] [17471.06965576 66666.66666667 220.55497366] 0.389899 6.551712e+01 0 6.551712e+01 2440.062 NaN
1998-11-30 ['DNRCQ-202009', 'PEGA', 'FCN'] [0.8913379, 3.035321, 1.333333] [1.025039, 1.907916, 1.5] [37396.96621599 10981.81488328 25000.00625 ] -0.032143 4.713805e+01 0 4.713805e+01 2304.889 NaN
1998-10-30 ['AMLN-201208', 'CETV-202010', 'AZPN'] [0.5, 3.984375, 14.] [0.625, 4.0625, 14.0625] [66666.66666667 8366.0130719 2380.95238095] 0.091357 4.870351e+01 0 4.870351e+01 2200.694 NaN
1998-09-30 ['SUNEQ-201712', 'CIEN', 'CHKAQ-202102'] [3., 50.09375, 191.4362] [6.875, 60.15625, 312.3433] [11111.11111111 665.41900603 174.12241433] 0.708040 4.462654e+01 0 4.462654e+01 2060.206 NaN
1998-08-31 ['NOV', 'SHAW-201302', 'CHKAQ-202102'] [2.932643, 4.03125, 251.8898] [4.682768, 4.3125, 191.4362] [11366.31132168 8268.73385013 132.33300171] 0.142180 2.612734e+01 0 2.612734e+01 1934.980 NaN
1998-07-31 ['COHR', 'CVH-201305', 'IDTI-201903'] [10.28038, 3.143638, 5.375] [8.750563, 1.96819, 4.625] [ 3242.42229697 10603.42613664 6201.5503876 ] -0.220753 2.287497e+01 0 2.287497e+01 2303.424 NaN
1998-06-30 ['SPNX-202102', 'MSCC-201805', 'VALPQ-202104'] [48.77884, 2.3125, 53.03372] [40.95014, 2.34375, 41.10113] [ 683.35641711 14414.41441441 628.53092963] -0.123993 2.935521e+01 0 2.935521e+01 2418.781 NaN
1998-05-29 ['NSM-201109', 'DBD', 'CHKAQ-202102'] [7.41609, 17.32322, 691.8451] [5.989918, 17.10113, 644.8378] [4494.73150047 1924.19961955 48.18034172] -0.091024 3.351026e+01 0 3.351026e+01 2385.738 NaN
1998-04-30 ['CHKAQ-202102', 'EEFT', 'SY-201007'] [822.1927, 6.75, 8.5] [691.8451, 5.9375, 8.] [ 40.54199622 4938.27160494 3921.56862745] -0.112577 3.686596e+01 0 3.686596e+01 2461.933 NaN
1998-03-31 ['AMLN-201208', 'JBL', 'MCHP'] [2.75, 6.536011, 1.844322] [5.25, 6.891629, 2.492031] [12121.21212121 5099.95061718 18073.48897499] 0.438230 4.154270e+01 0 4.154270e+01 2455.802 NaN
1998-02-27 ['PTEN', 'CLH', 'WDC'] [3.929166, 0.625, 14.65106] [4.518541, 0.9375, 14.09914] [ 8483.56453592 53333.33333333 2275.14823728] 0.204110 2.888460e+01 0 2.888460e+01 2344.602 NaN
1998-01-30 ['ADCT-201012', 'PAG', 'FEIC-201609'] [33.35938, 3.679907, 8.640955] [45.17188, 5.901315, 12.3104] [ 999.21921011 9058.19993096 3857.59830173] 0.460805 2.398835e+01 0 2.398835e+01 2174.587 NaN
1997-12-31 ['NUAN-202203', 'WDC', 'AMLN-201208'] [1.405828, 12.84476, 5.4375] [2.000601, 15.15281, 5.25] [23710.81905705 2595.09195449 6130.26819923] 0.189427 1.642132e+01 0 1.642132e+01 2216.327 NaN
1997-11-28 ['CACC', 'SUNEQ-201712', 'WDC'] [5.125, 18.0625, 16.20648] [7.75, 15.25, 12.84476] [6504.06504065 1845.44405998 2056.79045254] 0.049685 1.380607e+01 0 1.380607e+01 2156.898 NaN
1997-10-31 ['CACC', 'PETM-201503', 'AMD'] [5.5, 6.954889, 11.5] [5.125, 7.125911, 10.90625] [6060.60606061 4792.7915648 2898.55072464] -0.031741 1.315259e+01 0 1.315259e+01 2106.750 NaN
1997-09-30 ['LNG', 'AMLN-201208', 'CBST-201501'] [6.212525, 8.4375, 5.875] [5.218521, 8.4375, 6.75] [5365.50490072 3950.61728395 5673.75886525] -0.003688 1.358374e+01 0 1.358374e+01 2192.027 NaN
1997-08-29 ['AMLN-201208', 'PETM-201503', 'CHKAQ-202102'] [7.9375, 7.809999, 1362.386] [8.4375, 9.463209, 1813.678] [4199.47506562 4268.03298353 24.46687894] 0.201974 1.363403e+01 0 1.363403e+01 2073.694 NaN
1997-07-31 ['CHKAQ-202102', 'CEPH-201110', 'PETM-201503'] [1252.997, 9.875, 9.292188] [1362.386, 10.75, 7.809999] [ 26.60288359 3375.52742616 3587.24267453] 0.005467 1.134303e+01 0 1.134303e+01 2096.446 NaN
1997-06-30 ['CHKAQ-202102', 'IDXX', 'PETM-201503'] [1581.163, 3.109375, 10.48934] [1252.997, 3.984375, 9.292188] [ 21.08152881 10720.2680067 3177.8294281 ] -0.013424 1.128136e+01 0 1.128136e+01 1935.020 NaN
1997-05-30 ['IDXX', 'PETM-201503', 'MVL-200912'] [3.531250e+00, 1.117343e+01, 5.916667e+00] [3.109375e+00, 1.048934e+01, 5.500000e+00] [9439.5280236 2983.26774619 5633.8024995 ] -0.083705 1.143485e+01 0 1.143485e+01 1873.717 NaN
1997-04-30 ['CACC', 'IDXX', 'CTXS'] [10.75, 3.25, 1.908491] [14.125, 3.53125, 4.787133] [ 3100.7751938 10256.41025641 17465.80588189] 0.636275 1.247945e+01 0 1.247945e+01 1746.305 NaN
1997-03-31 ['IDXX', 'CTXS', 'REGN'] [3.5, 1.685834, 8.] [3.25, 1.908491, 6.5] [ 9523.80952381 19772.6071092 4166.66666667] -0.042284 7.626742e+00 0 7.626742e+00 1703.907 NaN
1997-02-28 ['CTXS', 'RAH-201301', 'AEO'] [1.606314, 8.764811, 0.2573311] [1.685834, 8.455464, 0.3145158] [ 20751.44295159 3803.08637954 129534.80295749] 0.078811 7.963473e+00 0 7.963473e+00 1779.543 NaN
1997-01-31 ['REGN', 'DISH', 'NUAN-202203'] [9.75, 1.452712, 3.352358] [10., 2.018272, 4.325623] [ 3418.8034188 22945.58958234 9943.24989555] 0.235092 7.381714e+00 0 7.381714e+00 1782.244 NaN
1996-12-31 ['AEO', 'CHS', 'BBY'] [0.2251647, 0.1702186, 0.7836759] [0.2644792, 0.1602057, 0.7375773] [148039.78302697 195826.62137589 42534.59029853] 0.018985 5.976650e+00 0 5.976650e+00 1717.975 NaN
1996-11-29 ['SIRI', 'LH', 'BBY'] [3.606095, 6.875, 0.9404111] [3.718786, 7.1875, 0.7836759] [ 9243.60931515 4848.48484848 35445.49116161] -0.029987 5.865295e+00 0 5.865295e+00 1735.687 NaN
1996-10-31 ['ITRI', 'LH', 'SUNEQ-201712'] [16.625, 8.4375, 19.375] [19.5, 6.875, 26.75] [2005.01253133 3950.61728395 1720.43010753] 0.122797 6.046617e+00 0 6.046617e+00 1636.020 NaN
1996-09-30 ['LNW', 'NUAN-202203', 'LH'] [1.125, 4.866326, 9.6875] [1.25, 5.190748, 8.4375] [29629.62962963 6849.79455411 3440.86021505] 0.016249 5.385314e+00 0 5.385314e+00 1623.006 NaN
1996-08-30 ['IART', 'CLH', 'LH'] [4.067451, 0.8125, 10.] [5.988193, 1.5625, 9.6875] [ 8195.14072409 41025.64102564 3333.33333333] 0.454683 5.299210e+00 0 5.299210e+00 1546.625 NaN
1996-07-31 ['IART', 'NUAN-202203', 'LNG'] [4.519391, 6.164013, 2.112258] [4.067451, 6.380294, 6.958028] [ 7375.62501968 5407.73248423 15780.90050237] 0.743069 3.642862e+00 0 3.642862e+00 1476.327 NaN
1996-06-28 ['LNG', 'NUAN-202203', 'ZBRA'] [2.112258, 8.759387, 7.888889] [2.112258, 6.164013, 7.722222] [15780.90050237 3805.44133206 4225.35205316] -0.105808 2.089913e+00 0 2.089913e+00 1573.725 NaN
1996-05-31 ['LNG', 'CGNX', 'CPRT'] [1.988008, 3.537375, 0.7083334] [2.112258, 3.213531, 0.6875] [16767.20281474 9423.18338693 47058.81910035] -0.019487 2.337208e+00 0 2.337208e+00 1597.720 NaN
1996-04-30 ['LNG', 'ES', 'STZ'] [4.721519, 7.171358, 3.470657] [1.988008, 6.692127, 3.456375] [7059.87486937 4648.12010965 9604.32947806] -0.216629 2.383658e+00 0 2.383658e+00 1573.955 NaN
1996-03-29 ['MCRS-201409', 'TER', 'NLOK'] [3.125, 7.835707, 0.6260719] [3.5625, 9.58997, 0.7841095] [10666.66666667 4254.03008731 53242.0211374 ] 0.205436 3.042823e+00 0 3.042823e+00 1530.590 NaN
1996-02-29 ['CRUS', 'MU', 'NLOK'] [18.75, 15.91688, 0.6199936] [18., 15.73036, 0.6260719] [ 1777.77777778 2094.21276867 53763.9958434 ] -0.013972 2.524251e+00 0 2.524251e+00 1508.754 NaN
1996-01-31 ['NLOK', 'FOSL', 'JBL'] [0.577445, 1.333333, 0.6253969] [0.6199936, 1.82716, 0.7602865] [57725.555392 25000.00625 53299.48602773] 0.219914 2.560019e+00 0 2.560019e+00 1474.140 NaN
1995-12-29 ['AEO', 'AMD', 'CRUS'] [0.16798, 8.25, 19.75] [0.1858502, 9.875, 21.375] [198436.32178434 4040.4040404 1687.76371308] 0.128544 2.098524e+00 0 2.098524e+00 1443.702 NaN
1995-11-30 ['QCOR-201408', 'FOSL', 'AMD'] [3.700021, 1.851852, 10.25] [4.654864, 1.654321, 8.25] [ 9008.95787709 17999.99856 3252.03252033] -0.014575 1.859498e+00 0 1.859498e+00 1435.335 NaN
1995-10-31 ['ANN-201508', 'DECK', 'AEO'] [4.888889, 2., 0.2787753] [5.666667, 2.25, 0.2859234] [ 6818.18166322 16666.66666667 119570.61236535] 0.103244 1.887000e+00 0 1.887000e+00 1367.332 NaN
1995-09-29 ['ANN-201508', 'PNRA-201707', 'ARRS-201904'] [7.833333, 3.875, 13.375] [4.888889, 3.8125, 12.375] [4255.31933001 8602.15053763 2492.21183801] -0.155594 1.710411e+00 0 1.710411e+00 1398.613 NaN
1995-08-31 ['PNRA-201707', 'CPWR-201412', 'DECK'] [4.5, 2.561785, 2.708333] [3.875, 2.491017, 2.708333] [ 7407.40740741 13011.76067989 12307.69382249] -0.055504 2.025579e+00 0 2.025579e+00 1367.713 NaN
1995-07-31 ['LNW', 'DECK', 'RGEN'] [3., 2.708333, 1.5] [3.625, 2.708333, 1.75] [11111.11111111 12307.69382249 22222.22222222] 0.125000 2.144614e+00 0 2.144614e+00 1347.069 NaN
1995-06-30 ['LNW', 'CVH-201305', 'SIG'] [3.25, 6.177931, 2.368206] [3., 6.998011, 3.552308] [10256.41025641 5395.54963196 14075.35211605] 0.185273 1.906324e+00 0 1.906324e+00 1284.693 NaN
1995-05-31 ['LNW', 'SIG', 'SY-201007'] [3.875, 2.368206, 21.] [3.25, 2.368206, 29.375] [ 8602.15053763 14075.35211605 1587.3015873 ] 0.079173 1.608341e+00 0 1.608341e+00 1242.923 NaN
1995-04-28 ['LNW', 'SY-201007', 'WSM'] [4.375, 24.25, 3.19618] [3.875, 21., 3.132256] [ 7619.04761905 1374.57044674 10429.1164244 ] -0.089435 1.490346e+00 0 1.490346e+00 NaN NaN
1995-03-31 ['LNW', 'TECD-202006', 'AMLN-201208'] [5.5, 10.25, 4.625] [4.375, 11.875, 4.5] [6060.60606061 3252.03252033 7207.20720721] -0.024345 1.636727e+00 0 1.636727e+00 NaN NaN
1995-02-28 ['IMCL-200811', 'LNW', 'BBY'] [0.1875, 6., 1.604231] [0.375, 5.5, 1.595011] [177777.77777778 5555.55555556 20778.38748493] 0.303640 1.677568e+00 0 1.677568e+00 NaN NaN
1995-01-31 ['LNW', 'SOGCQ-201608', 'IMCL-200811'] [6.75, 8.534229, 0.375] [6., 8.534229, 0.1875] [ 4938.27160494 3905.84003937 88888.88888889] -0.203704 1.286834e+00 0 1.286834e+00 NaN NaN
1994-12-30 ['STAR', 'SHAW-201302', 'RGEN'] [0.8425511, 2.25, 1.75] [1.053189, 2.875, 3.] [39562.38776892 14814.81481481 19047.61904762] 0.414021 1.616024e+00 0 1.616024e+00 NaN NaN
1994-11-30 ['SHAW-201302', 'NTY-201010', 'LNG'] [2.25, 1.833333, 6.958028] [2.25, 1.833333, 9.94004] [14814.81481481 18181.8214876 4790.62937564] 0.142857 1.142857e+00 0 1.142857e+00 NaN NaN