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 |