4 Months RUx1000_topN_3_BM

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55 Months RUx1000_topN_3_BM

( Interactive Figure)


110 Months RUx1000_topN_3_BM

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220 Months RUx1000_topN_3_BM

( Interactive Figure)

topNstocks topNbegPrices topNendPrices topN_3_positions topN_3_monthlyReturn topN_3_aggregateReturn SELL TimetopN_3_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['QCOM', 'EXDS-200109', 'LDIG-200203'] [42.83672, 57.4375, 53.] [48.04374, 71.1875, 54.875] [778.14859152 580.34095031 628.93081761] 0.132108 367.315011 0 367.315011 736.08 4.308524
1999-12-31 ['QCOM', 'LDIG-200203', 'BEAS-200804'] [59.40644, 74.25, 34.96875] [42.83672, 53., 37.6875] [561.10639408 448.93378227 953.23205243] -0.162456 324.452360 0 324.452360 767.97 4.538511
1999-11-30 ['QCOM', 'LDIG-200203', 'SDLI-200102'] [30.55173, 49.3125, 81.375] [59.40644, 74.25, 109.] [1091.04568983 675.96113223 409.62621608] 0.596545 387.385540 0 387.385540 724.66 4.226165
1999-10-29 ['SDLI-200102', 'EXDS-200109', 'QCOM'] [61.65625, 21.5, 18.78323] [81.375, 26.95312, 30.55173] [ 540.63186349 1550.3875969 1774.63265548] 0.399998 242.639895 0 242.639895 707.19 4.100173
1999-09-30 ['EXDS-200109', 'RFMD-201412', 'KCG-201307'] [18.01562, 22.875, 29.625] [21.5, 25.8125, 26.0625] [1850.24624927 1457.19489982 1125.17580872] 0.067190 173.314460 0 173.314460 663.83 3.787466
1999-08-31 ['EXDS-200109', 'SDLI-200102', 'RFMD-201412'] [20.09375, 40.9375, 21.96875] [18.01562, 38.15625, 22.875] [1658.8906169 814.24936387 1517.30678046] -0.043370 162.402578 0 162.402578 683.27 3.927665
1999-07-30 ['KCG-201307', 'RFMD-201412', 'AMTD-202010'] [42.125, 19.10938, 15.24147] [32.75, 21.96875, 12.45293] [ 791.29574679 1744.34405163 2187.01564438] -0.085293 169.765232 0 169.765232 690.51 3.979879
1999-06-30 ['QCOM', 'BRCM-201601', 'SCHW'] [12.10053, 44.84045, 27.73294] [13.15458, 37.37674, 22.4217] [2754.70027621 743.37642315 1201.94012367] -0.090285 185.595109 0 185.595109 713.61 4.146473
1999-05-31 ['SCHW', 'TWX-201806', 'IMNX-200207'] [26.84243, 90.84115, 21.6875] [27.73294, 83.79478, 21.23958] [1241.81504183 366.94089995 1536.98366955] -0.021682 204.014668 0 204.014668 679.10 3.897591
1999-04-30 ['AMZN', 'TWX-201806', 'AABA-201910'] [86.03125, 108.7428, 11.9049] [59.375, 90.84115, 10.08616] [ 387.45610849 306.53370461 2799.96752038] -0.209080 208.536146 0 208.536146 695.25 4.014063
1999-03-31 ['AMZN', 'TWX-201806', 'AABA-201910'] [86.09375, 111.9803, 11.47471] [86.03125, 108.7428, 11.9049] [ 387.17483364 297.67140589 2904.93906455] 0.002618 263.662751 0 263.662751 667.49 3.813861
1999-02-26 ['AMZN', 'AABA-201910', 'TWX-201806'] [64.0625, 10.46098, 67.74998] [86.09375, 11.47471, 111.9803] [ 520.32520325 3186.44460971 492.00506529] 0.364552 262.974373 0 262.974373 643.67 3.642074
1999-01-29 ['AABA-201910', 'AMZN', 'TWX-201806'] [12.07102, 58.46875, 66.9406] [10.46098, 64.0625, 67.74998] [2761.43468682 570.10511313 497.95390739] -0.008540 192.718539 0 192.718539 665.64 3.800519
1998-12-31 ['AMZN', 'AABA-201910', 'TWX-201806'] [53.54167, 8.073611, 59.08484] [58.46875, 12.07102, 66.9406] [ 622.56805463 4128.67715986 564.16050773] 0.240034 194.378455 0 194.378455 642.87 3.636305
1998-11-30 ['AMZN', 'AABA-201910', 'TWX-201806'] [32., 6.542373, 33.35127] [53.54167, 8.073611, 59.08484] [1041.66666667 5094.99127203 999.4621894 ] 0.559606 156.752567 0 156.752567 605.31 3.365426
1998-10-30 ['AABA-201910', 'AMZN', 'TWX-201806'] [4.459547, 21.07292, 24.25764] [6.542373, 32., 33.35127] [7474.60074607 1581.80894405 1374.13752258] 0.453487 100.507790 0 100.507790 570.63 3.115318
1998-09-30 ['AABA-201910', 'AMZN', 'DELL-201310'] [4.412694, 18.60417, 31.50312] [4.459547, 21.07292, 31.38334] [7553.9643885 1791.71300484 1058.09625629] 0.046505 69.149404 0 69.149404 529.11 2.815881
1998-08-31 ['AMZN', 'BBY', 'AABA-201910'] [13.95833, 5.734663, 2.351165] [18.60417, 6.140331, 4.412694] [ 2388.06027178 5812.60543703 14177.36880795] 0.426796 66.076529 0 66.076529 496.66 2.581855
1998-07-31 ['AMZN', 'BBY', 'AABA-201910'] [18.47917, 6.896348, 3.099747] [13.95833, 5.734663, 2.351165] [ 1803.83282005 4833.47611422 10753.56580177] -0.218197 46.311129 0 46.311129 584.97 3.218736
1998-06-30 ['COF', 'TWX-201806', 'UIS'] [31.98622, 20.02028, 282.5] [29.89351, 22.3056, 274.375] [1042.11542762 1664.97837859 117.99410029] 0.006655 59.236347 0 59.236347 592.57 3.273547
1998-05-29 ['UIS', 'TWX-201806', 'DELL-201310'] [245.625, 15.86625, 19.73437] [282.5, 20.02028, 22.23486] [ 135.70822731 2100.89550671 1689.10045435] 0.179550 58.844758 0 58.844758 572.16 3.126352
1998-04-30 ['UIS', 'COF', 'TWX-201806'] [223.125, 24.72201, 15.2234] [245.625, 25.7081, 15.86625] [ 149.39309057 1348.32618114 2189.61160669] 0.060985 49.887463 0 49.887463 585.46 3.222270
1998-03-31 ['DELL-201310', 'UIS', 'NAV-202106'] [16.2307, 190., 34.98906] [19.34507, 223.125, 29.86566] [2053.7212402 175.43859649 952.67873253] 0.073265 47.019948 0 47.019948 580.31 3.185129
1998-02-27 ['DELL-201310', 'NAV-202106', 'AFM-200008'] [16.75475, 30.3655, 44.75] [16.2307, 34.98906, 45.875] [1989.48556877 1097.73701514 744.87895717] 0.048709 43.810195 0 43.810195 553.14 2.989182
1998-01-30 ['UAWGQ-200303', 'NAV-202106', 'DELL-201310'] [60.9375, 26.99156, 11.91099] [63.3125, 30.3655, 16.75475] [ 547.00854701 1234.95393869 2798.53591795] 0.190212 41.775378 0 41.775378 517.02 2.728689
1997-12-31 ['UAWGQ-200303', 'IMNX-200207', 'KEA-200706'] [62.5, 4.5, 40.625] [60.9375, 4.578125, 40.625] [ 533.33333333 7407.40740741 820.51282051] -0.002546 35.099095 0 35.099095 513.79 2.705394
1997-11-28 ['DELL-201310', 'IMNX-200207', 'CBB-199801'] [10.08429, 4.760417, 53.4375] [10.06183, 4.5, 48.6875] [3305.47151394 7002.1876935 623.78167641] -0.048607 35.188695 0 35.188695 504.25 2.636593
1997-10-31 ['IMNX-200207', 'JBL', 'DELL-201310'] [5.333333, 8.902709, 9.597672] [4.760417, 9.442266, 10.08429] [6250.00039063 3744.17869138 3473.06444035] 0.001295 36.986495 0 36.986495 483.86 2.489543
1997-09-30 ['JBL', 'IMNX-200207', 'DELL-201310'] [12.85129, 5.604167, 11.60405] [8.902709, 5.333333, 9.597672] [2593.77333585 5947.95503655 2872.56029863] -0.176161 36.938649 0 36.938649 500.78 2.611568
1997-08-29 ['JBL', 'DELL-201310', 'QMCO'] [11.62502, 9.829752, 236.2908] [12.85129, 11.60405, 258.1929] [2867.37857942 3391.06554604 141.06911202] 0.126227 44.837205 0 44.837205 475.33 2.428025
1997-07-31 ['JBL', 'DELL-201310', 'AMAT'] [9.552631, 10.24151, 8.610214] [11.62502, 9.829752, 8.844506] [3489.44006456 3254.72838803 3871.37106387] 0.067983 39.811889 0 39.811889 499.89 2.605149
1997-06-30 ['DELL-201310', 'QMCO', 'AMAT'] [7.033551, 136.8886, 6.636308] [10.24151, 195.856, 8.610214] [4739.18982507 243.5070074 5022.8731598 ] 0.394768 37.277626 0 37.277626 462.95 2.338742
1997-05-30 ['DELL-201310', 'AMD', 'ALTR-201512'] [6.737835, 20., 11.95488] [7.033551, 17.9375, 11.39097] [4947.18753625 1666.66666667 2788.26164155] -0.035469 26.726761 0 26.726761 445.06 2.209722
1997-04-30 ['DELL-201310', 'AMD', 'WDC'] [5.015944, 21.25, 24.73621] [6.737835, 20., 21.72571] [6645.47557416 1568.62745098 1347.55216475] 0.054252 27.709583 0 27.709583 419.15 2.022862
1997-03-31 ['DELL-201310', 'AES', 'WDC'] [4.050187, 10.50214, 22.72921] [5.015944, 12.18248, 24.73621] [8230.07266907 3173.95629208 1466.54165866] 0.162249 26.283644 0 26.283644 398.19 1.871701
1997-02-28 ['DELL-201310', 'WDC', 'CPWR-201412'] [4.259809, 23.68253, 7.048446] [4.050187, 22.72921, 7.10506] [7825.07697724 1407.50727787 4729.17481858] -0.027144 22.614464 0 22.614464 417.46 2.010674
1997-01-31 ['DELL-201310', 'WDC', 'CPWR-201412'] [3.96035, 29.10142, 7.727815] [4.259809, 23.68253, 7.048446] [8416.76451155 1145.41947896 4313.42278941] -0.066168 23.245433 0 23.245433 416.77 2.005697
1996-12-31 ['DELL-201310', 'RATL-200302', 'APCC-200702'] [3.181755, 19.75, 12.78524] [3.96035, 12.6875, 12.66794] [10476.39850753 1687.76371308 2607.17306311] -0.040688 24.892529 0 24.892529 393.75 1.839680
1996-11-29 ['RATL-200302', 'CPWR-201412', 'WDC'] [1.762500e+01, 6.397385e+00, 2.157519e+01] [1.975000e+01, 5.675556e+00, 2.282956e+01] [1891.25295508 5210.46229566 1544.98446286] 0.021958 25.948309 0 25.948309 401.05 1.892327
1996-10-31 ['RATL-200302', 'WDC', 'CHKAQ-202102'] [19.1875, 19.46785, 4636.615] [17.625, 21.57519, 5192.612] [1737.24212812 1712.22468497 7.18915272] 0.048909 25.390771 0 25.390771 374.38 1.699986
1996-09-30 ['IOM-200806', 'CHKAQ-202102', 'RATL-200302'] [33.94146, 4974.185, 17.0625] [30.09243, 4636.615, 19.1875] [ 982.08307284 6.7012653 1953.6019536 ] -0.018908 24.206828 0 24.206828 366.77 1.645103
1996-08-30 ['APAC-201110', 'CSCC-199706', 'IOM-200806'] [44.25, 68.125, 21.69454] [51.25, 81.5, 33.94146] [ 753.29566855 489.29663609 1536.48490972] 0.306346 24.673354 0 24.673354 347.79 1.508222
1996-07-31 ['MPS-201001', 'CHKAQ-202102', 'IOM-200806'] [29.625, 3941.619, 23.26915] [23.25, 4269.26, 21.69454] [1125.17580872 8.45676189 1432.51185941] -0.066579 18.887301 0 18.887301 339.44 1.448002
1996-06-28 ['CSCC-199706', 'HFS-199712', 'ASND-199906'] [68., 70., 56.25] [61.5, 60., 48.5] [490.19607843 476.19047619 592.59259259] -0.125408 20.234485 0 20.234485 357.10 1.575364
1996-05-31 ['ASND-199906', 'CSCC-199706', 'HFS-199712'] [66.875, 56.375, 62.375] [56.25, 68., 70.] [498.4423676 591.27864006 534.40213761] 0.056525 23.135906 0 23.135906 357.35 1.577167
1996-04-30 ['ASND-199906', 'CSCC-199706', 'USRX-199706'] [61.5, 50.125, 78.25] [66.875, 56.375, 91.75] [542.00542005 665.00415628 425.98509052] 0.128204 21.898119 0 21.898119 349.84 1.523006
1996-03-29 ['ASND-199906', 'CSCC-199706', 'USRX-199706'] [54., 44.875, 64.625] [61.5, 50.125, 78.25] [617.28395062 742.80408542 515.79626048] 0.155571 19.409724 0 19.409724 345.01 1.488173
1996-02-29 ['ASND-199906', 'USRX-199706', 'PRST-201210'] [45.25, 62., 52.375] [54., 64.625, 54.1875] [736.64825046 537.6344086 636.43595863] 0.090105 16.796656 0 16.796656 342.56 1.470503
1996-01-31 ['ASND-199906', 'PRST-201210', 'USRX-199706'] [38.875, 46.375, 44.125] [45.25, 52.375, 62.] [857.44908896 718.77807727 755.42965061] 0.232822 15.408291 0 15.408291 338.97 1.444613
1995-12-29 ['ASND-199906', 'AAI-201105', 'PRST-201210'] [40.5625, 24.75, 47.25] [38.875, 22.25, 46.375] [ 821.77709296 1346.8013468 705.46737213] -0.053710 12.498390 0 12.498390 328.89 1.371917
1995-11-30 ['ASND-199906', 'AAI-201105', 'USRX-199706'] [35.75, 31., 54.875] [40.5625, 24.75, 43.875] [ 932.4009324 1075.2688172 607.44115414] -0.089151 13.207785 0 13.207785 324.36 1.339247
1995-10-31 ['ASND-199906', 'USRX-199706', 'AAI-201105'] [32.5, 46.25, 26.0625] [35.75, 54.875, 31.] [1025.64102564 720.72072072 1278.97681855] 0.158645 14.500521 0 14.500521 311.37 1.245565
1995-09-29 ['ASND-199906', 'USRX-199706', 'CRUS'] [20., 42.625, 57.25] [32.5, 46.25, 42.125] [1666.66666667 782.01368524 582.24163028] 0.148617 12.515068 0 12.515068 313.28 1.259339
1995-08-31 ['ASND-199906', 'MU', 'ALTR-201512'] [16.125, 38.16251, 7.062963] [20., 39.40356, 7.034768] [2067.18346253 873.45757219 4719.45461605] 0.089613 10.895769 0 10.895769 301.40 1.173662
1995-07-31 ['ALMC', 'ASND-199906', 'USRX-199706'] [60.49539, 18.125, 36.375] [50.71891, 16.125, 35.0625] [ 551.00617309 1839.08045977 916.38029782] -0.102678 9.999671 0 9.999671 299.98 1.163421
1995-06-30 ['MU', 'LSI-201405', 'TLAB-201312'] [27.28017, 19.41148, 8.146771] [30.93819, 23.19455, 7.533118] [1221.88876878 1717.19690273 4091.60062721] 0.084551 11.143906 0 11.143906 289.29 1.086326
1995-05-31 ['ASCL-200504', 'LSI-201405', 'MU'] [84.5, 16.74473, 22.13414] [101.5, 19.41148, 27.28017] [ 394.47731755 1990.67607142 1505.96921016] 0.197645 10.275129 0 10.275129 282.48 1.037213
1995-04-28 ['LSI-201405', 'ASCL-200504', 'MU'] [16.52767, 78.75, 20.43795] [16.74473, 84.5, 22.13414] [2016.81987439 423.28042328 1630.95287606] 0.056380 8.579443 0 8.579443 272.81 0.967474
1995-03-31 ['LSI-201405', 'SPP-199512', 'ASCL-200504'] [13.02368, 44.22474, 68.75] [16.52767, 44.28685, 78.75] [2559.44044489 753.72593108 484.84848485] 0.138636 8.121547 0 8.121547 266.11 0.919155
1995-02-28 ['LSI-201405', 'NWACQ-200705', 'SPP-199512'] [13.51982, 24.625, 39.37989] [13.02368, 27.125, 44.22474] [2465.51605963 1353.63790186 846.45572482] 0.062618 7.132702 0 7.132702 260.08 0.875667
1995-01-31 ['LSI-201405', 'TLAB-201312', 'AMH-199709'] [10.57399, 4.210928, 10.25] [13.51982, 4.401372, 11.125] [3152.38933774 7915.91148871 3252.03252033] 0.136395 6.712385 0 6.712385 250.52 0.806721
1994-12-30 ['TLAB-201312', 'LSI-201405', 'ASCL-200504'] [4.718779, 10.01583, 64.25] [4.210928, 10.57399, 64.5] [7063.97424701 3328.06500643 518.80674449] -0.016002 5.906738 0 5.906738 244.64 0.764316
1994-11-30 ['LSI-201405', 'MU', 'MCK-199411'] [10.60499, 10.39302, 107.] [10.01583, 10.9312, 107.] [3143.17442386 3207.28078396 311.52647975] -0.001257 6.002791 0 6.002791 241.82 0.743978
1994-10-31 ['LSI-201405', 'ATML-201604', 'TLAB-201312'] [10.54298, 4.546117, 4.126287] [10.60499, 4.191674, 4.041645] [3161.66144044 7332.26472907 8078.28765506] -0.030866 6.010349 0 6.010349 251.62 0.814655
1994-09-30 ['MME-200402', 'STO-199811', 'LSI-201405'] [28.125, 18.43622, 9.302628] [23.125, 15.83624, 10.54298] [1185.18518519 1808.03512506 3583.21684295] -0.061823 6.201771 0 6.201771 247.49 0.784869
1994-08-31 ['MME-200402', 'STO-199811', 'EHC'] [26.5, 18.67258, 38.02954] [28.125, 18.43622, 41.46276] [1257.86163522 1785.14877608 876.51161001] 0.046313 6.610451 0 6.610451 254.04 0.832107
1994-07-29 ['MME-200402', 'EHC', 'BDT-199909'] [20.75, 32.08743, 28.10906] [26.5, 38.02954, 27.38523] [1606.42570281 1038.82839272 1185.85727638] 0.145514 6.317850 0 6.317850 244.44 0.762873
1994-06-30 ['COMS-201004', 'GEB-199408', 'CPQ-200205'] [2.344998, 50.79064, 6.340416] [2.436287, 51.91103, 6.218014] [14214.65320368 656.28890152 5257.27859707] 0.013894 5.515296 0 5.515296 237.11 0.710010
1994-05-31 ['CPQ-200205', 'MU', 'FUS-199706'] [7.719477, 8.329191, 21.86536] [6.340416, 8.545134, 18.90892] [4318.08182515 4001.98930885 1524.48134096] -0.095977 5.439714 0 5.439714 244.13 0.760638
1994-04-29 ['MU', 'FUS-199706', 'COMS-201004'] [9.007866, 20.63351, 2.681628] [8.329191, 21.86536, 2.145302] [ 3700.46949337 1615.49505311 12430.26002612] -0.071880 6.017232 0 6.017232 241.76 0.743545
1994-03-31 ['MU', 'LOTS-199507', 'EMC-201609'] [8.206641, 70.5, 2.303265] [9.007866, 64.75, 2.07149] [ 4061.75112733 472.81323877 14472.20937814] -0.028186 6.483251 0 6.483251 239.19 0.725011
1994-02-28 ['EMC-201609', 'SNPL-199412', 'MU'] [2.245321, 28.875, 6.986735] [2.303265, 23.25, 8.206641] [14845.6872462 1154.4011544 4770.94570401] 0.001868 6.671287 0 6.671287 250.52 0.806721
1994-01-31 ['EMC-201609', 'SNPL-199412', 'HUM'] [2.39018, 28., 18.44944] [2.245321, 28.875, 17.76613] [13945.95107203 1190.47619048 1806.73957222] -0.022131 6.658848 0 6.658848 258.08 0.861243
1993-12-31 ['SNPL-199412', 'FUS-199706', 'EMC-201609'] [26.25, 17.59653, 1.912144] [28., 16.31448, 2.39018] [ 1269.84126984 1894.31287494 17432.43884003] 0.081270 6.809549 0 6.809549 250.71 0.808092
1993-11-30 ['EMC-201609', 'FUS-199706', 'SPGLQ-200407'] [1.839714, 14.64327, 19.75926] [1.912144, 17.59653, 20.92157] [18118.75831425 2276.35858202 1686.97275775] 0.099958 6.297735 0 6.297735 246.70 0.779172
1993-10-29 ['DIGI-199809', 'PREZ-199811', 'NXTL-200508'] [32.8125, 171., 27.1875] [27.0625, 144., 18.875] [1015.87301587 194.93177388 1226.05363985] -0.212960 5.725432 0 5.725432 250.97 0.809967
1993-09-30 ['CMAG-199810', 'EMC-201609', 'FUS-199706'] [17.75, 2.064246, 16.4495] [16.5, 1.991817, 17.41196] [ 1877.9342723 16147.94619117 2026.4040447 ] -0.015667 7.274639 0 7.274639 247.95 0.788187
1993-08-31 ['DIGI-199809', 'CMAG-199810', 'EMC-201609'] [32.25, 15.75, 1.948359] [30.5625, 17.75, 2.064246] [ 1033.59173127 2116.4021164 17108.41448282] 0.044713 7.390422 0 7.390422 249.20 0.797202
1993-07-30 ['DIGI-199809', 'CMAG-199810', 'QCOM'] [27.5, 20.25, 1.362444] [32.25, 15.75, 1.580232] [ 1212.12121212 1646.09053498 24465.83737264] 0.036785 7.074120 0 7.074120 240.78 0.736478
1993-06-30 ['HET-200801', 'SNPX-199410', 'SE-200511'] [20.38442, 36., 22.5] [23.95037, 26.5, 23.75] [1635.23579937 925.92592593 1481.48148148] -0.011133 6.823129 0 6.823129 241.78 0.743690
1993-05-31 ['SNPX-199410', 'QVCN-199502', 'AMD'] [39.75, 68., 14.30855] [36., 63.5, 12.05917] [ 838.57442348 490.19607843 2329.60945262] -0.105907 6.899944 0 6.899944 240.80 0.736622
1993-04-30 ['SNPX-199410', 'SE-200511', 'HET-200801'] [36.58334, 25., 17.03137] [39.75, 23.75, 19.74575] [ 911.16156516 1333.33333333 1957.17275435] 0.065312 7.717257 0 7.717257 235.13 0.695731
1993-03-31 ['SNPX-199410', 'QVCN-199502', 'MIDL-199512'] [30.20833, 57., 20.94134] [36.58334, 52.5, 19.62502] [1103.44839762 584.79532164 1591.74786968] 0.023077 7.244130 0 7.244130 241.80 0.743834
1993-02-26 ['SNPX-199410', 'MIDL-199512', 'QVCN-199502'] [27.04167, 18.78737, 47.] [30.20833, 20.94134, 57.] [1232.6654875 1774.24159599 709.21985816] 0.148173 7.080730 0 7.080730 236.67 0.706837
1993-01-29 ['SNPX-199410', 'ASCL-200504', 'C-199811'] [29., 37.25, 16.12874] [27.04167, 32.25, 16.33486] [1149.42528736 894.85458613 2066.70411535] -0.062992 6.166954 0 6.166954 235.25 0.696596
1992-12-31 ['SNPX-199410', 'ASCL-200504', 'MIDL-199512'] [27.125, 36.25, 19.0267] [29., 37.25, 18.18905] [1228.87864823 919.54022989 1751.92405059] 0.017562 6.581541 0 6.581541 233.59 0.684624
1992-11-30 ['ASCL-200504', 'MIDL-199512', 'FFBK-199212'] [31.25, 16.27441, 58.75] [36.25, 19.0267, 59.75] [1066.66666667 2048.20533177 567.37588652] 0.115380 6.467952 0 6.467952 230.44 0.661907
1992-10-30 ['ASCL-200504', 'PHS-200512', 'SNPX-199410'] [28.75, 21.5, 20.33333] [31.25, 22.625, 21.58333] [1159.42028986 1550.3875969 1639.34453104] 0.066919 5.798879 0 5.798879 222.65 0.605726
1992-09-30 ['PHS-200512', 'ASCL-200504', 'FFBK-199212'] [19.75, 23., 51.75] [21.5, 28.75, 54.125] [1687.76371308 1449.27536232 644.12238325] 0.128167 5.435163 0 5.435163 221.15 0.594908
1992-08-31 ['ASCL-200504', 'IGT-201504', 'FFBK-199212'] [18.75, 3.683885, 48.] [23., 3.976644, 51.75] [1777.77777778 9048.41854003 694.44444444] 0.128087 4.817693 0 4.817693 218.86 0.578393
1992-07-31 ['ASCL-200504', 'SXCL-201702', 'FFBK-199212'] [18.875, 46.00764, 49.25] [18.75, 46.00764, 48.] [1766.00441501 724.51734828 676.81895093] -0.010668 4.270674 0 4.270674 224.37 0.618131
1992-06-30 ['BKB-199909', 'UIS', 'CSCO'] [10.10981, 90., 0.4720706] [9.853213, 102.5, 0.5361015] [ 3297.12757543 370.37037037 70610.90721035] 0.083049 4.316723 0 4.316723 215.60 0.554882
1992-05-29 ['SNC-199511', 'BKB-199909', 'CSCO'] [16.66879, 9.340025, 0.4595156] [16.55462, 10.10981, 0.4720706] [ 1999.74523246 3568.86981923 72540.15605419] 0.034297 3.985715 0 3.985715 219.71 0.584523
1992-04-30 ['GT', 'SNC-199511', 'BKB-199909'] [24.38436, 14.15706, 8.467606] [23.87117, 16.66879, 9.340025] [1366.99644089 2354.53783012 3936.5711316 ] 0.086468 3.853550 0 3.853550 219.13 0.580340
1992-03-31 ['IGT-201504', 'GT', 'SCHW'] [3.098366, 21.90815, 0.8279327] [2.64703, 24.38436, 0.6829258] [10758.3588683 1521.50379349 40260.92136877] -0.069262 3.546861 0 3.546861 214.29 0.545435
1992-02-28 ['IGT-201504', 'OIL-200108', 'CSCO'] [2.8605, 40., 0.4092953] [3.098366, 31.375, 0.3967402] [11652.97442172 833.33333333 81440.79185208] -0.054382 3.810804 0 3.810804 219.50 0.583009
1992-01-31 ['OIL-200108', 'IGT-201504', 'VICR'] [42.375, 2.439659, 18.42715] [40., 2.8605, 16.20701] [ 786.6273353 13663.11166164 1808.92505533] -0.001343 4.029959 0 4.029959 217.52 0.568729
1991-12-31 ['OIL-200108', 'IGT-201504', 'VICR'] [33.375, 2.244486, 19.09319] [42.375, 2.439659, 18.42715] [ 998.75156055 14851.21018056 1745.82316173] 0.107245 4.035379 0 4.035379 220.60 0.590942
1991-11-29 ['OIL-200108', 'IGT-201504', 'SYGN-199412'] [38.875, 1.732158, 45.75] [33.375, 2.244486, 68.5] [ 857.44908896 19243.81801968 728.59744991] 0.217188 3.644521 0 3.644521 198.46 0.431271
1991-10-31 ['OIL-200108', 'VICR', 'SYGN-199412'] [44.375, 15.87399, 54.] [38.875, 15.09694, 45.75] [ 751.17370892 2099.87113091 617.28395062] -0.108558 2.994215 0 2.994215 206.96 0.492572
1991-09-30 ['OIL-200108', 'VICR', 'SYGN-199412'] [42.25, 15.09694, 38.75] [44.375, 15.87399, 54.] [ 788.95463511 2207.95295824 860.21505376] 0.165105 3.358842 0 3.358842 204.01 0.471297
1991-08-30 ['SYGN-199412', 'FHCC-200501', 'VICR'] [35., 7., 11.3227] [38.75, 7.625, 15.09694] [ 952.38095238 4761.9047619 2943.93857767] 0.176587 2.882867 0 2.882867 207.18 0.494158
1991-07-31 ['FHCC-200501', 'SYGN-199412', 'AMGN'] [6.5, 26.5, 4.728029] [7., 35., 5.103397] [5128.20512821 1257.86163522 7050.1541622 ] 0.159023 2.450193 0 2.450193 202.67 0.461633
1991-06-28 ['USS-199810', 'AMGN', 'USHC-199607'] [60.73184, 3.765652, 12.93427] [71.15687, 4.728029, 12.28255] [ 548.86091601 8851.94206298 2577.13294475] 0.125612 2.114016 0 2.114016 193.78 0.397519
1991-05-31 ['AMGN', 'USHC-199607', 'USS-199810'] [3.905416, 15.00111, 58.96318] [3.765652, 12.93427, 60.73184] [8535.1556232 2222.05778995 565.32455226] -0.047857 1.878103 0 1.878103 203.32 0.466320
1991-04-30 ['AMGN', 'USHC-199607', 'USS-199810'] [4.049174, 11.93422, 50.36691] [3.905416, 15.00111, 58.96318] [8232.13162322 2793.08855822 661.81017127] 0.130718 1.972500 0 1.972500 195.95 0.413169
1991-03-29 ['AMGN', 'USHC-199607', 'USS-199810'] [4.192932, 14.00103, 53.87807] [4.049174, 11.93422, 50.36691] [7949.88645972 2380.77722377 618.6809092 ] -0.082358 1.744468 0 1.744468 196.15 0.414611
1991-02-28 ['USS-199810', 'USHC-199607', 'AMGN'] [46.73468, 10.46952, 2.915086] [53.87807, 14.00103, 4.192932] [ 713.24620888 3183.84542303 11434.76841964] 0.309507 1.901032 0 1.901032 191.34 0.379922
1991-01-31 ['USHC-199607', 'ETS-200603', 'USS-199810'] [10.07068, 35.70126, 40.56684] [10.46952, 38.29771, 46.73468] [3309.9386867 933.67386286 821.68917602] 0.088124 1.451716 0 1.451716 179.01 0.291000
1990-12-31 ['ETS-200603', 'USS-199810', 'USHC-199607'] [29.59959, 34.52111, 7.810597] [35.70126, 40.56684, 10.07068] [1126.14172471 965.59274407 4267.70621162] 0.223544 1.334146 0 1.334146 171.23 0.234891
1990-11-30 ['ETS-200603', 'SNPX-199410', 'USS-199810'] [27.3926, 10.66667, 32.28419] [29.59959, 11.41667, 34.52111] [1216.87365688 3124.99902344 1032.49712424] 0.073390 1.090394 0 1.090394 166.69 0.202149
1990-10-31 ['SNPX-199410', 'PNW', 'ETS-200603'] [9.416667, 3.349709, 23.62774] [10.66667, 3.31249, 27.3926] [3539.82288355 9951.11316635 1410.77112468] 0.093658 1.015842 0 1.015842 156.54 0.128949
1990-09-28 ['SNPX-199410', 'FCX.A-200205', 'OII'] [8.583334, 6.731481, 3.591178] [9.416667, 6.249283, 2.762444] [3883.494844 4951.85730055 9282.00532898] -0.068438 0.928848 0 0.928848 157.89 0.138685
1990-08-31 ['SNPX-199410', 'OII', 'AMGN'] [8.5, 3.618802, 1.445563] [8.583334, 3.591178, 1.42959] [ 3921.56862745 9211.1514621 23059.06649059] -0.002960 0.997087 0 0.997087 166.69 0.202149
1990-07-31 ['TWRX-199405', 'SNPX-199410', 'STK-200508'] [13.875, 8.833334, 13.25] [10.625, 8.5, 10.0625] [2402.4024024 3773.58462086 2515.72327044] -0.170845 1.000047 0 1.000047 184.31 0.329223
1990-06-29 ['TWRX-199405', 'RESP-200803', 'WII-199805'] [18.5, 2.6875, 16.] [13.875, 2.03125, 19.25] [ 1801.8018018 12403.10077519 2083.33333333] -0.097020 1.206104 0 1.206104 186.30 0.343574
1990-05-31 ['WFTIQ-201912', 'TWRX-199405', 'WII-199805'] [1.688443, 22.75, 16.5] [1.646753, 18.5, 16.] [19742.05426735 1465.2014652 2020.2020202 ] -0.080603 1.335694 0 1.335694 187.65 0.353310
1990-04-30 ['WFTIQ-201912', 'TWRX-199405', 'GLM-200111'] [1.375768, 14.125, 4.375] [1.688443, 22.75, 5.375] [24228.89130532 2359.8820059 7619.04761905] 0.355488 1.452793 0 1.452793 172.32 0.242752
1990-03-30 ['WFTIQ-201912', 'TWRX-199405', 'SMLS-199502'] [1.104784, 13.0625, 28.25] [1.375768, 14.125, 26.25] [30171.8103569 2551.83413078 1179.94100295] 0.085275 1.071786 0 1.071786 177.28 0.278523
1990-02-28 ['WFTIQ-201912', 'HERBA-200207', 'SXCL-201702'] [1.063094, 1.003371, 18.3067] [1.104784, 1.003371, 20.71548] [31355.01971917 33221.3441821 1820.8269832 ] 0.056932 0.987571 0 0.987571 173.43 0.250757
1990-01-31 ['WFTIQ-201912', 'UCI-200604', 'SIE-200802'] [1.136051, 2.025504, 1.166667] [1.063094, 2.116199, 1.25] [29341.40574088 16456.80943278 28571.42040817] 0.017328 0.934375 0 0.934375 171.45 0.236478
1989-12-29 ['WFTIQ-201912', 'HERBA-200207', 'SIE-200802'] [1.099572, 1.077695, 1.4375] [1.136051, 0.7432377, 1.166667] [30314.82552605 30930.21061927 23188.4057971 ] -0.155192 0.918460 0 0.918460 185.11 0.334992
1989-11-30 ['SIE-200802', 'WFTIQ-201912', 'HERBA-200207'] [1.541667, 0.943235, 1.18918] [1.4375, 1.099572, 1.077695] [21621.61694668 35339.37283215 28030.51962977] 0.001476 1.087181 0 1.087181 181.85 0.311481
1989-10-31 ['UCI-200604', 'WFTIQ-201912', 'LA-199712'] [1.47702, 0.8754888, 43.375] [1.47702, 0.943235, 36.] [22567.96342184 38073.96888839 768.49183477] -0.030883 1.085579 0 1.085579 179.17 0.292153
1989-09-29 ['PHS-200512', 'SMLS-199502', 'LA-199712'] [6.25, 25.875, 42.5] [6.1875, 22.5, 43.375] [5333.33333333 1288.24476651 784.31372549] -0.039949 1.120173 0 1.120173 184.40 0.329872
1989-08-31 ['PHS-200512', 'TBS.A-199610', 'SIE-200802'] [6.1875, 18.81328, 1.1875] [6.25, 17.99174, 1.0625] [ 5387.20538721 1771.79807739 28070.1754386 ] -0.046277 1.166784 0 1.166784 185.33 0.336579
1989-07-31 ['KEGX', 'SIE-200802', 'SMLS-199502'] [1.123596e+06, 1.208333e+00, 1.784375e+01] [1.123596e+06, 1.187500e+00, 2.387500e+01] [2.96666536e-02 2.75862145e+04 1.86806772e+03] 0.106921 1.223399 0 1.223399 182.27 0.314510
1989-06-30 ['KEGX', 'LA-199712', 'SMLS-199502'] [1.264045e+06, 2.950000e+01, 1.200000e+01] [1.123596e+06, 3.200000e+01, 1.784375e+01] [2.63703692e-02 1.12994350e+03 2.77777778e+03] 0.153538 1.105227 0 1.105227 168.49 0.215131
1989-05-31 ['KEGX', 'APCC-200702', 'CLE-200705'] [1.474719e+06, 3.792563e-01, 1.960707e+00] [1.264045e+06, 3.763239e-01, 1.657264e+00] [2.26031762e-02 8.78913108e+04 1.70006703e+04] -0.101784 0.958120 0 0.958120 169.85 0.224939
1989-04-28 ['FMCC', 'LA-199712', 'CLE-200705'] [3.707697e+00, 2.150000e+01, 1.610581e+00] [4.320837e+00, 2.581250e+01, 1.960707e+00] [ 8990.30674117 1550.3875969 20696.46502308] 0.194447 1.066691 0 1.066691 163.63 0.180081
1989-03-31 ['KEGX', 'FMCC', 'MAXX-201602'] [1.123596e+06, 3.469654e+00, 6.875000e+03] [1.193820e+06, 3.707697e+00, 6.968750e+03] [2.96666536e-02 9.60710588e+03 4.84848485e+00] 0.048248 0.893042 0 0.893042 156.00 0.125054
1989-02-28 ['KEGX', 'MAXX-201602', 'FMCC'] [1.334270e+06, 8.000000e+03, 2.928648e+00] [1.123596e+06, 6.875000e+03, 3.469654e+00] [2.49824498e-02 4.16666667e+00 1.13818162e+04] -0.037930 0.851938 0 0.851938 152.98 0.103274
1989-01-31 ['KEGX', 'MEC-200003', 'MAXX-201602'] [1.544944e+06, 1.371425e+01, 8.343750e+03] [1.334270e+06, 8.783284e+00, 8.000000e+03] [2.15757551e-02 2.43056189e+03 3.99500624e+00] -0.179038 0.885526 0 0.885526 156.93 0.131761
1988-12-30 ['TKLC-201201', 'LA-199712', 'DXK-199507'] [1.9375, 10.9375, 5.625] [1.84375, 14., 4.75] [17204.30107527 3047.61904762 5925.92592593] 0.025352 1.078644 0 1.078644 146.99 0.060075
1988-11-30 ['DXK-199507', 'MEC-200003', 'SME-199912'] [5.25, 9.482628, 3.115109] [5.625, 10.32421, 3.42662] [ 6349.20634921 3515.19993543 10700.53514446] 0.086726 1.051974 0 1.051974 144.59 0.042766
1988-10-31 ['DXK-199507', 'SME-199912', 'BV-199409'] [6.75, 3.207036, 4.698461] [5.25, 3.115109, 4.945748] [ 4938.27160494 10393.81326974 7094.52166004] -0.066085 0.968021 0 0.968021 147.55 0.064114
1988-09-30 ['LA-199712', 'DXK-199507', 'TKLC-201201'] [10.5625, 6.25, 2.28125] [9.6875, 6.75, 2.] [ 3155.81854043 5333.33333333 14611.87214612] -0.042043 1.036519 0 1.036519 144.68 0.043416
1988-08-31 ['FMCC', 'BV-199409', 'LA-199712'] [2.077464, 5.563966, 8.625] [2.322778, 4.574817, 10.5625] [16045.20383185 5990.93045021 3864.73429952] 0.054981 1.082010 0 1.082010 139.26 0.004327
1988-07-29 ['LA-199712', 'TKLC-201201', 'FMCC'] [8.96875, 2.0625, 1.723949] [8.625, 1.75, 2.077464] [ 3716.60859466 16161.61616162 19335.45211218] 0.005073 1.025620 0 1.025620 143.99 0.038439
1988-06-30 ['TKLC-201201', 'LA-199712', 'CE-200402'] [2.21875, 8.34375, 0.2341107] [2.0625, 8.96875, 0.1975309] [ 15023.4741784 3995.0062422 142382.78444058] -0.050589 1.020443 0 1.020443 145.31 0.047959
1988-05-31 ['JLG-200612', 'TOPP-200710', 'CE-200402'] [0.4831536, 3.656862, 0.2011888] [0.551817, 3.359556, 0.2341107] [ 68991.1724415 9115.28335861 165681.85372811] 0.074817 1.074817 0 1.074817 138.66 0.000000