4 Months RUx1000_topN_6_BM

( Interactive Figure)


55 Months RUx1000_topN_6_BM

( Interactive Figure)


110 Months RUx1000_topN_6_BM

( Interactive Figure)


220 Months RUx1000_topN_6_BM

( Interactive Figure)

topNstocks topNbegPrices topNendPrices topN_6_positions topN_6_monthlyReturn topN_6_aggregateReturn SELL TimetopN_6_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['BCOR', 'QCOM', 'BEAS-200804', 'VIGN-200907', 'SDLI-200102', 'VIAV'] [258.9597, 42.83672, 37.6875, 650., 129.5938, 463.7842] [401.0295, 48.04374, 63.28125, 768.3333, 205., 599.5225] [ 64.36007868 389.07429576 442.23327805 25.64102564 128.60697554 35.93625369] 0.400978 551.123069 0 551.123069 736.08 4.065584
1999-12-31 ['QCOM', 'BCOR', 'VRSN', 'LDIG-200203', 'BEAS-200804', 'SDLI-200102'] [59.40644, 197.7427, 162.1348, 74.25, 34.96875, 109.] [42.83672, 258.9597, 137.0318, 53., 37.6875, 129.5938] [280.55319704 84.2846116 102.79512274 224.46689113 476.61602621 152.90519878] -0.023947 393.384456 0 393.384456 767.97 4.285046
1999-11-30 ['SDLI-200102', 'QCOM', 'EXDS-200109', 'BCOR', 'BEAS-200804', 'VRSN'] [81.375, 30.55173, 26.95312, 93.96242, 20.3125, 78.89144] [109., 59.40644, 44.40625, 197.7427, 34.96875, 162.1348] [204.81310804 545.52284491 618.35760263 177.37587715 820.51282051 211.26077388] 0.802110 403.036062 0 403.036062 724.66 3.986993
1999-10-29 ['SDLI-200102', 'BRCD-201711', 'EXDS-200109', 'DISH', 'VSTR-200105', 'VRSN'] [61.65625, 31.65108, 21.5, 21.95702, 98.01489, 52.43508] [81.375, 34.11463, 26.95312, 23.443, 91.56328, 78.89144] [270.31593175 526.57497522 775.19379845 759.05868222 170.04219121 317.85336585] 0.192949 223.646813 0 223.646813 707.19 3.866768
1999-09-30 ['SDLI-200102', 'EXDS-200109', 'RFMD-201412', 'DCLK-200507', 'QCOM', 'AMCC-201701'] [38.15625, 18.01562, 22.875, 59.5625, 15.9531, 57.] [61.65625, 21.5, 25.8125, 70., 18.78323, 77.8125] [ 436.8004368 925.12312464 728.59744991 279.81811822 1044.72902863 292.39766082] 0.275914 187.473903 0 187.473903 663.83 3.568371
1999-08-31 ['EXDS-200109', 'RFMD-201412', 'QCOM', 'SDLI-200102', 'DISH', 'ALGXQ-200406'] [20.09375, 21.96875, 16.20607, 40.9375, 14.83763, 40.08534] [18.01562, 22.875, 15.9531, 38.15625, 16.11291, 35.08509] [ 829.44530845 758.65339023 1028.42124381 407.12468193 1123.27013591 415.77960089] -0.030752 146.933033 0 146.933033 683.27 3.702154
1999-07-30 ['RFMD-201412', 'EYE-200505', 'QCOM', 'SDLI-200102', 'QLGC-201608', 'EXDS-200109'] [19.10938, 101.25, 13.15458, 33.96875, 20.85938, 15.00781] [21.96875, 90.5, 16.20607, 40.9375, 21.76562, 20.09375] [ 872.17202581 164.6090535 1266.98584574 490.64704079 799.00105692 1110.53289365] 0.143819 151.594814 0 151.594814 690.51 3.751979
1999-06-30 ['QCOM', 'BRCM-201601', 'SCHW', 'BBY', 'IMNX-200207', 'AABA-201910'] [12.10053, 44.84045, 27.73294, 19.91459, 21.23958, 11.73879] [13.15458, 37.37674, 22.4217, 22.01668, 18.8125, 9.298177] [1377.35013811 371.68821157 600.97006184 836.90734616 784.69850471 1419.79426045] -0.081247 132.533923 0 132.533923 713.61 3.910949
1999-05-31 ['AMZN', 'QCOM', 'TWX-201806', 'IMNX-200207', 'SCHW', 'AABA-201910'] [59.375, 8.200534, 90.84115, 21.6875, 26.84243, 10.08616] [62.5625, 12.10053, 83.79478, 21.23958, 27.73294, 11.73879] [ 280.70175439 2032.38797213 183.47044997 768.49183477 620.90752092 1652.42933551] 0.104678 144.254159 0 144.254159 679.10 3.673457
1999-04-30 ['AMZN', 'TWX-201806', 'QCOM', 'SCHW', 'AABA-201910', 'ATHMA-200109'] [86.03125, 108.7428, 8.432425, 27.91623, 11.9049, 71.96875] [59.375, 90.84115, 8.200534, 26.84243, 10.08616, 63.375] [ 193.72805424 153.2668523 1976.4974686 597.0242639 1399.98376019 231.5819945 ] -0.135436 130.584807 0 130.584807 695.25 3.784598
1999-03-31 ['AMZN', 'TWX-201806', 'AABA-201910', 'ATHMA-200109', 'SCHW', 'QCOM'] [86.09375, 111.9803, 11.47471, 78.75, 24.45055, 5.243915] [86.03125, 108.7428, 11.9049, 71.96875, 27.91623, 8.432425] [ 193.58741682 148.83570295 1452.46953227 211.64021164 681.64792476 3178.28696054] 0.111921 151.041181 0 151.041181 667.49 3.593559
1999-02-26 ['AMZN', 'AABA-201910', 'TWX-201806', 'NSCP-199903', 'SCHW', 'ATHMA-200109'] [64.0625, 10.46098, 67.74998, 77.4375, 18.96587, 53.0625] [86.09375, 11.47471, 111.9803, 97.625, 24.45055, 78.75] [ 260.16260163 1593.22230486 246.00253265 215.22733387 878.77153364 314.09501374] 0.354606 135.838085 0 135.838085 643.67 3.429633
1999-01-29 ['AABA-201910', 'AMZN', 'TWX-201806', 'ATHMA-200109', 'NSCP-199903', 'SCHW'] [12.07102, 58.46875, 66.9406, 62.5, 73.8125, 17.87687] [10.46098, 64.0625, 67.74998, 53.0625, 77.4375, 18.96587] [1380.71734341 285.05255657 248.9769537 266.66666667 225.79734688 932.30339912] -0.011099 100.278688 0 100.278688 665.64 3.580827
1998-12-31 ['AMZN', 'TWX-201806', 'AABA-201910', 'NSCP-199903', 'SCHW', 'IMNX-200207'] [53.54167, 59.08484, 8.073611, 60.75, 14.2856, 10.48438] [58.46875, 66.9406, 12.07102, 73.8125, 17.87687, 13.01042] [ 311.28402731 282.08025386 2064.33857993 274.3484225 1166.67600007 1589.66640533] 0.237908 101.404125 0 101.404125 642.87 3.424128
1998-11-30 ['AMZN', 'AABA-201910', 'TWX-201806', 'STAR', 'BBY', 'ATHMA-200109'] [32., 6.542373, 33.35127, 28.61579, 8.500579, 29.125] [53.54167, 8.073611, 59.08484, 21.54965, 9.053761, 37.125] [ 520.83333333 2547.49563601 499.7310947 582.42902491 1960.65075881 572.24606581] 0.295273 81.915741 0 81.915741 605.31 3.165646
1998-10-30 ['AABA-201910', 'AMZN', 'STAR', 'TWX-201806', 'DELL-201310', 'BBY'] [4.459547, 21.07292, 25.3174, 24.25764, 31.38334, 7.080742] [6.542373, 32., 28.61579, 33.35127, 29.13739, 8.500579] [3737.30037303 790.90447203 658.30877842 687.06876129 531.06733275 2353.80228042] 0.269950 63.242043 0 63.242043 570.63 2.926984
1998-09-30 ['AABA-201910', 'AMZN', 'DELL-201310', 'TWX-201806', 'BBY', 'STAR'] [4.412694, 18.60417, 31.50312, 21.25816, 6.140331, 19.80096] [4.459547, 21.07292, 31.38334, 24.25764, 7.080742, 25.3174] [3776.98219425 895.85650242 529.04812814 784.01266463 2714.29450084 841.71003157] 0.118727 49.798847 0 49.798847 529.11 2.641250
1998-08-31 ['AMZN', 'BBY', 'AABA-201910', 'CVC-201606', 'DELL-201310', 'EXC'] [13.95833, 5.734663, 2.351165, 8.620164, 23.95675, 5.289088] [18.60417, 6.140331, 4.412694, 10.98991, 31.50312, 5.675153] [1194.03013589 2906.30271851 7088.68440397 1933.45122746 695.69815049 3151.14187298] 0.323881 44.513865 0 44.513865 496.66 2.417934
1998-07-31 ['AMZN', 'BBY', 'AABA-201910', 'STAR', 'TWX-201806', 'DKB.B-199812'] [18.47917, 6.896348, 3.099747, 19.53577, 22.3056, 92.11631] [13.95833, 5.734663, 2.351165, 12.77339, 15.6044, 86.59159] [ 901.91641003 2416.73805711 5376.78290088 853.13589721 747.19651866 180.93068064] -0.226858 33.623760 0 33.623760 584.97 3.025669
1998-06-30 ['TWX-201806', 'COF', 'UIS', 'DELL-201310', 'F', 'LU-200611'] [20.02028, 31.98622, 282.5, 22.23486, 16.10762, 31.78386] [22.3056, 29.89351, 274.375, 26.02302, 15.67257, 35.30949] [ 832.4891893 521.05771381 58.99705015 749.57371743 1034.70696892 524.3751598 ] 0.045708 43.489762 0 43.489762 592.57 3.077971
1998-05-29 ['COF', 'UIS', 'TWX-201806', 'DELL-201310', 'F', 'C-199811'] [25.7081, 245.625, 15.86625, 19.73437, 14.16242, 54.79801] [31.98622, 282.5, 20.02028, 22.23486, 16.10762, 55.93284] [ 648.3041013 67.85411366 1050.44775335 844.55022718 1176.82335834 304.14729781] 0.156819 41.588805 0 41.588805 572.16 2.937513
1998-04-30 ['DELL-201310', 'TWX-201806', 'UIS', 'COF', 'LU-200611', 'LXK-201611'] [19.34507, 15.2234, 223.125, 24.72201, 29.13322, 23.89434] [19.73437, 15.86625, 245.625, 25.7081, 27.10344, 22.8398] [ 861.54594771 1094.80580335 74.69654528 674.16309057 572.08460536 697.51525536] 0.014879 35.950990 0 35.950990 585.46 3.029041
1998-03-31 ['DELL-201310', 'KEA-200706', 'TWX-201806', 'NAV-202106', 'CPWR-201412', 'UAWGQ-200303'] [16.2307, 56.5, 13.00952, 34.98906, 22.36254, 74.125] [19.34507, 50.625, 15.2234, 29.86566, 22.13608, 71.25] [1026.8606201 294.98525074 1281.11311306 476.33936627 745.29399016 224.84541877] 0.010455 35.423921 0 35.423921 580.31 2.993600
1998-02-27 ['DELL-201310', 'TWX-201806', 'AFM-200008', 'UAWGQ-200303', 'NAV-202106', 'KEA-200706'] [16.75475, 11.5574, 44.75, 63.3125, 30.3655, 46.5] [16.2307, 13.00952, 45.875, 74.125, 34.98906, 56.5] [ 994.74278438 1442.07751455 372.43947858 263.24448832 548.86850757 358.42293907] 0.109601 35.057386 0 35.057386 553.14 2.806620
1998-01-30 ['UAWGQ-200303', 'DELL-201310', 'UIS', 'ABI-199908', 'SNG-199810', 'KEA-200706'] [60.9375, 11.91099, 165., 54.52317, 63.94135, 40.625] [63.3125, 16.75475, 178.75, 55.61938, 61.9777, 46.5] [ 273.5042735 1399.26795897 101.01010101 305.6804413 260.65553303 410.25641026] 0.110497 31.594600 0 31.594600 517.02 2.558048
1997-12-31 ['AFM-200008', 'CINF', 'UAWGQ-200303', 'TWX-201806', 'KEA-200706', 'TCOMA-199903'] [37.3125, 19.24137, 62.5, 8.617466, 40.625, 27.9375] [34.375, 17.43001, 60.9375, 9.105472, 40.625, 28.] [ 446.67783361 866.18918854 266.66666667 1934.05656218 410.25641026 596.56972409] -0.023166 28.450868 0 28.450868 513.79 2.535820
1997-11-28 ['IMNX-200207', 'JBL', 'DELL-201310', 'CBB-199801', 'UAWGQ-200303', 'GDT-200604'] [4.760417, 9.442266, 10.08429, 53.4375, 55.125, 31.51743] [4.5, 7.799067, 10.06183, 48.6875, 62.5, 30.53634] [3501.09384675 1765.11302125 1652.73575697 311.89083821 302.34315949 528.80792205] -0.036198 29.125605 0 29.125605 504.25 2.470167
1997-10-31 ['IMNX-200207', 'DELL-201310', 'JBL', 'CBB-199801', 'WFTIQ-201912', 'NBR'] [5.333333, 9.597672, 8.902709, 52.125, 10.70389, 857.7571] [4.760417, 10.08429, 9.442266, 53.4375, 8.577706, 731.3096] [3125.00019531 1736.53222017 1872.08934569 319.74420464 1557.06632511 19.43052021] -0.052831 30.219492 0 30.219492 483.86 2.329847
1997-09-30 ['JBL', 'IMNX-200207', 'DELL-201310', 'QMCO', 'NAV-202106', 'CPQ-200205'] [12.85129, 5.604167, 11.60405, 258.1929, 27.61636, 36.59815] [8.902709, 5.333333, 9.597672, 213.125, 23.18025, 31.33487] [1296.88666793 2973.97751828 1436.28014932 64.55121991 603.50700334 455.39642486] -0.167913 31.905076 0 31.905076 500.78 2.446287
1997-08-29 ['JBL', 'DELL-201310', 'TDM-199708', 'QMCO', 'AMAT', 'TER'] [11.62502, 9.829752, 34.25, 236.2908, 8.844506, 26.0508] [12.85129, 11.60405, 34.25, 258.1929, 8.926508, 25.17367] [1433.68928971 1695.53277302 486.61800487 70.53455601 1884.40899544 639.7756179 ] 0.059047 38.343450 0 38.343450 475.33 2.271144
1997-07-31 ['JBL', 'DELL-201310', 'QMCO', 'AMAT', 'TDM-199708', 'MLKN'] [9.552631, 10.24151, 195.856, 8.610214, 29.375, 18.25162] [11.62502, 9.829752, 236.2908, 8.844506, 34.25, 19.06024] [1744.72003228 1627.36419402 85.09653351 1935.68553194 567.37588652 913.16095046] 0.103444 36.205622 0 36.205622 499.89 2.440162
1997-06-30 ['DELL-201310', 'FORT-199708', 'AMAT', 'CPWR-201412', 'WLA-200006', 'GWF-199707'] [7.033551, 50.625, 6.636308, 10.81328, 40.12769, 53.75] [10.24151, 55.75, 8.610214, 14.01197, 45.27997, 57.125] [2369.59491254 329.218107 2511.4365799 1541.31463041 415.34079501 310.07751938] 0.223628 32.811474 0 32.811474 462.95 2.185947
1997-05-30 ['DELL-201310', 'FORT-199708', 'CPWR-201412', 'MFE-201102', 'TER', 'AES'] [6.737835, 46., 10.5019, 43.83334, 19.17994, 13.39606] [7.033551, 50.625, 10.81328, 42.08334, 18.47824, 13.20935] [2473.59376813 362.31884058 1587.01441326 380.22807905 868.96344132 1244.14691086] 0.013939 26.814910 0 26.814910 445.06 2.062831
1997-04-30 ['DELL-201310', 'AMD', 'AES', 'UAWGQ-200303', 'MSFT', 'CPWR-201412'] [5.015944, 21.25, 12.18248, 32.375, 9.568385, 8.548718] [6.737835, 20., 13.39606, 34.75, 9.765265, 10.5019] [3322.73778708 784.31372549 1368.08487817 514.8005148 1741.84741382 1949.61006629] 0.117748 26.446269 0 26.446269 419.15 1.884523
1997-03-31 ['DELL-201310', 'AMD', 'QMCO', 'CPWR-201412', 'WDC', 'INTC'] [4.050187, 20.75, 130.1495, 7.10506, 22.72921, 10.52766] [5.015944, 21.25, 140.6794, 8.548718, 24.73621, 11.591] [4115.03633454 803.21285141 128.05786166 2345.74608331 733.27082933 1583.13116748] 0.122657 23.660312 0 23.660312 398.19 1.740279
1997-02-28 ['DELL-201310', 'QMCO', 'AMD', 'AES', 'CNC-200208', 'GWF-199707'] [4.259809, 133.9402, 18., 12.20581, 36.92736, 43.74785] [4.050187, 130.1495, 20.75, 10.50214, 33.65114, 40.26791] [3912.53848862 124.43364029 925.92592593 1365.4699415 451.33653385 380.97110296] -0.038763 21.075281 0 21.075281 417.46 1.872892
1997-01-31 ['DELL-201310', 'WDC', 'QMCO', 'RDRTQ-200508', 'AMD', 'CPWR-201412'] [3.96035, 29.10142, 128.0435, 165., 17.5625, 7.727815] [4.259809, 23.68253, 133.9402, 153.75, 18., 7.048446] [4208.38225578 572.70973948 130.16409788 101.01010101 948.99169632 2156.7113947 ] -0.032621 21.925164 0 21.925164 416.77 1.868144
1996-12-31 ['APCC-200702', 'WDC', 'DELL-201310', 'RATL-200302', 'DYN-200002', 'IBCIQ-200902'] [12.78524, 22.82956, 3.181755, 19.75, 23.02864, 19.98592] [12.66794, 29.10142, 3.96035, 12.6875, 21.2953, 18.15705] [1303.58653155 730.04765167 5238.19925377 843.88185654 723.73647192 833.9204133 ] -0.002352 22.664493 0 22.664493 393.75 1.709724
1996-11-29 ['WDC', 'RATL-200302', 'RDC-201904', 'CHKAQ-202102', 'APCC-200702', 'GLM-200111'] [21.57519, 17.625, 21.52072, 5192.612, 11.1431, 19.5] [22.82956, 19.75, 20.60979, 4418.188, 12.78524, 20.625] [ 772.49223143 945.62647754 774.44744724 3.20968843 1495.69389727 854.7008547 ] 0.032050 22.717936 0 22.717936 401.05 1.759961
1996-10-31 ['RATL-200302', 'IOM-200806', 'WDC', 'CHKAQ-202102', 'RDC-201904', 'AN'] [19.1875, 30.09243, 19.46785, 4636.615, 20.38206, 28.09734] [17.625, 31.66703, 21.57519, 5192.612, 21.52072, 30.12847] [868.62106406 553.84914634 856.11234249 3.59457636 817.71257011 593.17596138] 0.054535 22.012438 0 22.012438 374.38 1.576423
1996-09-30 ['IOM-200806', 'PAIR-200006', 'APAC-201110', 'CSCC-199706', 'CHKAQ-202102', 'RATL-200302'] [33.94146, 39.0625, 51.25, 81.5, 4974.185, 17.0625] [30.09243, 34.4375, 46.125, 72.625, 4636.615, 19.1875] [491.04153642 426.66666667 325.20325203 204.49897751 3.35063265 976.8009768 ] -0.064003 20.874075 0 20.874075 366.77 1.524052
1996-08-30 ['PAIR-200006', 'CHKAQ-202102', 'CSCC-199706', 'APAC-201110', 'MPS-201001', 'MFE-201102'] [33.125, 4269.26, 68.125, 44.25, 23.25, 26.5] [39.0625, 4974.185, 81.5, 51.25, 25.875, 30.66667] [503.14465409 3.90387717 244.64831804 376.64783427 716.84587814 628.93081761] 0.161503 22.301442 0 22.301442 347.79 1.393435
1996-07-31 ['MPS-201001', 'PAIR-200006', 'CHKAQ-202102', 'CSCC-199706', 'APAC-201110', 'IOM-200806'] [29.625, 27.75, 3941.619, 61.5, 36.75, 23.26915] [23.25, 33.125, 4269.26, 68.125, 44.25, 21.69454] [562.58790436 600.6006006 4.22838094 271.00271003 453.51473923 716.2559297 ] 0.050961 19.200497 0 19.200497 339.44 1.335971
1996-06-28 ['CSCC-199706', 'HFS-199712', 'ASND-199906', 'USRX-199706', 'CCU-200807', 'HBOC-199901'] [68., 70., 56.25, 85.5, 18.12085, 16.85793] [61.5, 60., 48.5, 53.75, 17.51591, 15.24056] [245.09803922 238.0952381 296.2962963 194.93177388 919.75082111 988.65439984] -0.146149 18.269475 0 18.269475 357.10 1.457505
1996-05-31 ['ASND-199906', 'CSCC-199706', 'USRX-199706', 'HFS-199712', 'TSS-201909', 'CCU-200807'] [66.875, 56.375, 91.75, 62.375, 12.30398, 17.87337] [56.25, 68., 85.5, 70., 11.15177, 18.12085] [ 249.2211838 295.63932003 181.65304269 267.2010688 1354.57524042 932.48596469] 0.003609 21.396557 0 21.396557 357.35 1.459225
1996-04-30 ['ASND-199906', 'CSCC-199706', 'PRST-201210', 'CNTO-199910', 'USRX-199706', 'TJX'] [61.5, 50.125, 69.375, 40., 78.25, 0.69872] [66.875, 56.375, 81.25, 35.375, 91.75, 0.8369142] [ 271.00271003 332.50207814 240.24024024 416.66666667 212.99254526 23853.1409816 ] 0.106323 21.319609 0 21.319609 349.84 1.407542
1996-03-29 ['ASND-199906', 'CSCC-199706', 'USRX-199706', 'CNTO-199910', 'CBB-202109', 'PRST-201210'] [54., 44.875, 64.625, 36.125, 52.40706, 54.1875] [61.5, 50.125, 78.25, 40., 49.82718, 69.375] [308.64197531 371.40204271 257.89813024 461.36101499 318.02330958 307.57401 ] 0.134171 19.270690 0 19.270690 345.01 1.374303
1996-02-29 ['ASND-199906', 'PRST-201210', 'USRX-199706', 'CSCC-199706', 'HFS-199712', 'JAVA-201001'] [45.25, 52.375, 62., 33.9375, 46.5, 13.125] [54., 54.1875, 64.625, 44.875, 48.625, 10.9375] [ 368.32412523 318.21797932 268.8172043 491.09883364 358.42293907 1269.84126984] 0.078605 16.990987 0 16.990987 342.56 1.357443
1996-01-31 ['ASND-199906', 'CNTO-199910', 'PRST-201210', 'TCA-200102', 'AAI-201105', 'HFS-199712'] [38.875, 34.25, 46.375, 49.33334, 22.25, 41.5] [45.25, 29.125, 52.375, 49.5, 23.125, 46.5] [428.72454448 486.61800487 359.38903863 337.83779218 749.06367041 401.6064257 ] 0.051153 15.752740 0 15.752740 338.97 1.332737
1995-12-29 ['ASND-199906', 'TCA-200102', 'CNTO-199910', 'PRST-201210', 'AAI-201105', 'HFS-199712'] [40.5625, 51.5, 30.875, 47.25, 24.75, 40.875] [38.875, 49.33334, 34.25, 46.375, 22.25, 41.5] [410.88854648 323.62459547 539.81106613 352.73368607 673.4006734 407.74719674] -0.013100 14.986153 0 14.986153 328.89 1.263368
1995-11-30 ['ASND-199906', 'USRX-199706', 'AAI-201105', 'CSCC-199706', 'PRST-201210', 'TWX-201806'] [35.75, 54.875, 31., 29.08333, 40.75, 3.892143] [40.5625, 43.875, 24.75, 28.41667, 47.25, 3.570773] [ 466.2004662 303.72057707 537.6344086 573.06596826 408.99795501 4282.13112074] -0.035573 15.185077 0 15.185077 324.36 1.232193
1995-10-31 ['ASND-199906', 'AAI-201105', 'USRX-199706', 'TWX-201806', 'IT', 'CSCC-199706'] [32.5, 26.0625, 46.25, 3.808825, 20.55684, 23.75] [35.75, 31., 54.875, 3.892143, 20.49793, 29.08333] [ 512.82051282 639.48840927 360.36036036 4375.80268631 810.76014926 701.75438596] 0.119918 15.745173 0 15.745173 311.37 1.142798
1995-09-29 ['ASND-199906', 'USRX-199706', 'CRUS', 'MU', 'ALTR-201512', 'PSFT-200501'] [20., 42.625, 57.25, 39.40356, 7.034768, 11.19305] [32.5, 46.25, 42.125, 34.99781, 6.823302, 10.5926] [ 833.33333333 391.00684262 291.12081514 422.97362641 2369.18497762 1489.01922771] 0.041723 14.059225 0 14.059225 313.28 1.155942
1995-08-31 ['CRUS', 'ASND-199906', 'ALMC', 'MU', 'USRX-199706', 'ALTR-201512'] [54.5, 16.125, 50.71891, 38.16251, 35.0625, 7.062963] [57.25, 20., 51.52911, 39.40356, 42.625, 7.034768] [ 305.81039755 1033.59173127 328.60853411 436.7287861 475.34165181 2359.72730802] 0.091826 13.496131 0 13.496131 301.40 1.074186
1995-07-31 ['ALMC', 'ASND-199906', 'USRX-199706', 'ALTR-201512', 'CRUS', 'PRST-201210'] [60.49539, 18.125, 36.375, 6.315784, 46., 31.] [50.71891, 16.125, 35.0625, 7.062963, 54.5, 25.875] [ 275.50308654 919.54022989 458.19014891 2638.89117593 362.31884058 537.6344086 ] -0.028378 12.361061 0 12.361061 299.98 1.064414
1995-06-30 ['MU', 'TLAB-201312', 'CRUS', 'EDCI-202003', 'LSI-201405', 'ASCL-200504'] [27.28017, 8.146771, 31.375, 4.420377, 19.41148, 101.5] [30.93819, 7.533118, 46., 5.417129, 23.19455, 118.5] [ 610.94438439 2045.8003136 531.20849934 3770.41747043 858.59845136 164.20361248] 0.185461 12.722094 0 12.722094 289.29 0.990847
1995-05-31 ['MU', 'TER', 'LSI-201405', 'COMS-201004', 'EDCI-202003', 'ASCL-200504'] [22.13414, 12.65993, 16.74473, 5.842525, 3.654756, 84.5] [27.28017, 15.29132, 19.41148, 6.116393, 4.420377, 101.5] [ 752.98460508 1316.48963831 995.33803571 2852.6478991 4560.26795405 197.23865878] 0.176191 10.731767 0 10.731767 282.48 0.943982
1995-04-28 ['LSI-201405', 'MU', 'ADBE', 'EDCI-202003', 'TER', 'CRUS'] [16.52767, 20.43795, 6.989782, 3.553636, 11.84127, 24.875] [16.74473, 22.13414, 6.239806, 3.654756, 12.65993, 24.625] [1008.40993719 815.47643803 2384.43297182 4690.03203104 1407.50668355 670.01675042] 0.012728 9.124167 0 9.124167 272.81 0.877434
1995-03-31 ['MU', 'ADBE', 'NWACQ-200705', 'CNW-199504', 'LSI-201405', 'OHP-200407'] [18.85865, 5.939815, 27.125, 34.75, 13.02368, 27.88752] [20.43795, 6.989782, 29.75, 35., 16.52767, 20.7289] [ 883.76774937 2805.92352904 614.43932412 479.61630695 1279.72022245 597.63889606] 0.062805 9.009490 0 9.009490 266.11 0.831326
1995-02-28 ['LSI-201405', 'MU', 'NWACQ-200705', 'SXCL-201702', 'SFX-199509', 'IDTI-201903'] [13.51982, 15.35943, 24.625, 127.1834, 21.125, 19.0625] [13.02368, 18.85865, 27.125, 127.1834, 22.875, 18.5] [1232.75802982 1085.10971219 676.81895093 131.04435537 788.95463511 874.31693989] 0.057663 8.477085 0 8.477085 260.08 0.789829
1995-01-31 ['LSI-201405', 'ASCL-200504', 'PT-199505', 'TLAB-201312', 'DELL-201310', 'CAW-199503'] [10.57399, 64.5, 25.7742, 4.210928, 0.6382227, 67.25] [13.51982, 75.5, 25.535, 4.401372, 0.6213781, 67.375] [ 1576.19466887 258.39793282 646.64147351 3957.95574436 26114.18657886 247.8314746 ] 0.076758 8.014918 0 8.014918 250.52 0.724038
1994-12-30 ['COMS-201004', 'TLAB-201312', 'AMH-199709', 'LSI-201405', 'CAW-199503', 'MU'] [4.701406, 4.718779, 11., 10.01583, 66.75, 10.9312] [4.176492, 4.210928, 10.25, 10.57399, 67.25, 10.96217] [3545.0387962 3531.98712351 1515.15151515 1664.03250321 249.68789014 1524.68774395] -0.036901 7.443567 0 7.443567 244.64 0.683573
1994-11-30 ['LSI-201405', 'COMS-201004', 'ATML-201604', 'REE.A-199501', 'TLAB-201312', 'BBY'] [10.60499, 3.971091, 4.191674, 30.875, 4.041645, 3.26378] [10.01583, 4.701406, 4.130032, 31., 4.718779, 2.304929] [1571.58721193 4196.9994308 3976.13618489 539.81106613 4123.73344682 5106.55334203] -0.001425 7.728764 0 7.728764 241.82 0.664166
1994-10-31 ['LSI-201405', 'DELL-201310', 'ATML-201604', 'ACY-199411', 'COMS-201004', 'AMH-199709'] [10.54298, 0.666297, 4.546117, 98.75, 3.6744, 10.125] [10.60499, 0.6438376, 4.191674, 100.5, 3.971091, 9.75] [ 1580.83072022 25013.87019102 3666.13236454 168.77637131 4535.88794542 1646.09053498] -0.007394 7.739794 0 7.739794 251.62 0.731608
1994-09-30 ['MME-200402', 'ACY-199411', 'LSI-201405', 'EHC', 'STO-199811', 'PHS-200512'] [28.125, 99.5, 9.302628, 41.46276, 18.43622, 39.625] [23.125, 98.75, 10.54298, 40.14229, 15.83624, 37.25] [ 592.59259259 167.5041876 1791.60842148 401.96713067 904.01756253 420.60988433] -0.047465 7.797446 0 7.797446 247.49 0.703186
1994-08-31 ['ACY-199411', 'MME-200402', 'ANDW-200712', 'COMS-201004', 'AMH-199709', 'EHC'] [96.4804, 26.5, 14.37037, 3.058197, 9.25, 38.02954] [99.5, 28.125, 14.85185, 3.411943, 8.875, 41.46276] [ 172.74665804 628.93081761 1159.79384432 5449.83422149 1801.8018018 438.255805 ] 0.048589 8.185997 0 8.185997 254.04 0.748262
1994-07-29 ['MCK-199411', 'GEB-199408', 'EDCI-202003', 'TLAB-201312', 'USR-199505', 'MU'] [98.70518, 51.91103, 1.906829, 2.951882, 19.03237, 9.236417] [102.0991, 53., 2.186112, 3.565535, 21.75128, 9.946911] [ 168.8530092 321.0621455 8740.51457507 5646.11548384 875.70106438 1804.45151693] 0.104915 7.806680 0 7.806680 244.44 0.682197
1994-06-30 ['GEB-199408', 'MU', 'AXLL-201608', 'AMI-199502', 'SYN-199410', 'KEM-199601'] [50.79064, 8.545134, 641.2686, 24.90099, 23., 57.99528] [51.91103, 9.236417, 671.6938, 22.5354, 23.25, 57.87545] [ 328.14445076 1950.42777172 25.99014932 669.31743142 724.63768116 287.3797086 ] 0.010701 7.065410 0 7.065410 237.11 0.631753
1994-05-31 ['GEB-199408', 'MU', 'FUS-199706', 'MCK-199411', 'CPQ-200205', 'KEM-199601'] [50.41718, 8.329191, 21.86536, 82.21299, 7.719477, 55.71861] [50.79064, 8.545134, 18.90892, 71.54886, 6.340416, 57.99528] [ 330.57514654 2000.99465442 762.24067048 202.72546549 2159.04091257 299.12208267] -0.061563 6.990604 0 6.990604 244.13 0.680063
1994-04-29 ['MU', 'CPQ-200205', 'LOW', 'FUS-199706', 'THC', 'COMS-201004'] [9.007866, 7.24619, 3.241612, 20.63351, 45.64459, 2.681628] [8.329191, 7.719477, 2.87507, 21.86536, 43.64556, 2.145302] [1850.23474668 2300.05929553 5141.47487937 807.74752656 365.14002353 6215.13001306] -0.051199 7.449199 0 7.449199 241.76 0.663753
1994-03-31 ['MU', 'GQ-199404', 'EMC-201609', 'LOTS-199507', 'KEM-199601', 'CPQ-200205'] [8.206641, 64.625, 2.303265, 70.5, 56.68769, 6.389377] [9.007866, 61.875, 2.07149, 64.75, 56.32966, 7.24619] [2030.87556366 257.89813024 7236.10468907 236.40661939 294.00856988 2608.49636305] 0.000112 7.851173 0 7.851173 239.19 0.646067
1994-02-28 ['LOTS-199507', 'COMS-201004', 'HST', 'MU', 'SNPL-199412', 'EMC-201609'] [69.5, 2.767211, 4.187884, 6.986735, 28.875, 2.245321] [70.5, 2.550399, 3.418681, 8.206641, 23.25, 2.303265] [ 239.80815348 6022.91139587 3979.73455489 2385.47285201 577.2005772 7422.8436231 ] -0.040338 7.850293 0 7.850293 250.52 0.724038
1994-01-31 ['HST', 'EMC-201609', 'HUM', 'COMS-201004', 'SNPL-199412', 'MU'] [4.230618, 2.39018, 18.44944, 2.45911, 28., 5.754507] [4.187884, 2.245321, 17.76613, 2.767211, 28.875, 6.986735] [3939.53475985 6972.97553601 903.36978611 6777.51978019 595.23809524 2896.28054439] 0.043821 8.180273 0 8.180273 258.08 0.776065
1993-12-31 ['FUS-199706', 'SPGLQ-200407', 'LOTS-199507', 'HFS-199712', 'BCO', 'SNPL-199412'] [17.59653, 20.92157, 55., 12.37424, 8.940468, 26.25] [16.31448, 17.59844, 58.25, 12.89832, 9.398953, 28.] [ 947.15643747 796.6260021 303.03030303 1346.88406453 1864.18279968 634.92063492] -0.002051 7.836851 0 7.836851 250.71 0.725346
1993-11-30 ['HSN-199612', 'SPGLQ-200407', 'MRV-199804', 'EMC-201609', 'ORCL', 'MD-199707'] [14.875, 19.75926, 29.5, 1.839714, 1.309166, 17.51918] [14.875, 20.92157, 27.375, 1.912144, 1.19015, 17.17802] [ 1120.44817927 843.48637888 564.97175141 9059.37915712 12730.75123145 951.33828562] -0.014037 7.852954 0 7.852954 246.70 0.697750
1993-10-29 ['NXTL-200508', 'FUS-199706', 'EMC-201609', 'CMCSA', 'CVC-201606', 'AKLMQ-200808'] [27.1875, 17.41196, 1.991817, 3.296397, 4.445269, 28.75] [18.875, 14.64327, 1.839714, 2.904394, 4.15899, 24.5] [ 613.02681992 957.19647108 8367.56924289 5056.02531087 3749.3044103 579.71014493] -0.145378 7.964757 0 7.964757 250.97 0.727135
1993-09-30 ['EMC-201609', 'FUS-199706', 'DIGI-199809', 'HET-200801', 'QCOM', 'AKLMQ-200808'] [2.064246, 16.4495, 30.5625, 32.46605, 1.676464, 29.375] [1.991817, 17.41196, 32.8125, 31.34837, 1.549843, 28.75] [8073.97309558 1013.20202235 545.33060668 513.3567732 9941.55953642 567.37588652] -0.005698 9.319625 0 9.319625 247.95 0.706352
1993-08-31 ['DIGI-199809', 'EMC-201609', 'QCOM', 'SNPL-199412', 'AKLMQ-200808', 'HET-200801'] [32.25, 1.948359, 1.580232, 28.625, 26.25, 29.85812] [30.5625, 2.064246, 1.676464, 24.5, 29.375, 32.46605] [ 516.79586563 8554.20724141 10546.97453707 582.24163028 634.92063492 558.19544789] 0.021723 9.373034 0 9.373034 249.20 0.714954
1993-07-30 ['DIGI-199809', 'CMAG-199810', 'SNPL-199412', 'QCOM', 'LBTYA-199408', 'HET-200801'] [27.5, 20.25, 22.125, 1.362444, 25.25, 23.95037] [32.25, 15.75, 28.625, 1.580232, 24.25, 29.85812] [ 606.06060606 823.04526749 753.29566855 12232.91868632 660.0660066 695.88347348] 0.101867 9.173753 0 9.173753 240.78 0.657009
1993-06-30 ['ASCL-200504', 'ORCL', 'HET-200801', 'MU', 'MRV-199804', 'IGT-201504'] [54., 1.01939, 20.38442, 3.655663, 18.875, 7.766114] [43.25, 1.042675, 23.95037, 4.418798, 17.875, 6.477334] [ 308.64197531 16349.64701112 817.61789968 4559.13651413 883.00220751 2146.07545893] -0.001912 8.325642 0 8.325642 241.78 0.663891
1993-05-31 ['SNPX-199410', 'QVCN-199502', 'HET-200801', 'SE-200511', 'MGM', 'ORCL'] [39.75, 68., 19.74575, 23.75, 8.199347, 0.8641528] [36., 63.5, 20.38442, 22.5, 7.993628, 1.01939] [ 419.28721174 245.09803922 844.06349046 701.75438596 2032.68219611 19286.71256596] -0.004375 8.341591 0 8.341591 240.80 0.657147
1993-04-30 ['SNPX-199410', 'QVCN-199502', 'SE-200511', 'HET-200801', 'MGM', 'ORCL'] [36.58334, 52.5, 25., 17.03137, 7.023813, 0.7373759] [39.75, 68., 23.75, 19.74575, 8.199347, 0.8641528] [ 455.58078258 317.46031746 666.66666667 978.58637718 2372.88018156 22602.67343517] 0.138411 8.378248 0 8.378248 235.13 0.618127
1993-03-31 ['QVCN-199502', 'SNPX-199410', 'HET-200801', 'NXTL-200508', 'ORCL', 'SPGLQ-200407'] [57., 30.20833, 15.96691, 13.1875, 0.7606614, 10.97928] [52.5, 36.58334, 17.03137, 12.25, 0.7373759, 10.17028] [ 292.39766082 551.72419881 1043.82542813 1263.82306477 21910.75643731 1518.01089568] 0.003895 7.359597 0 7.359597 241.80 0.664029
1993-02-26 ['SNPX-199410', 'QVCN-199502', 'CNC-200208', 'SAI-199812', 'C-199811', 'BIC-199512'] [27.04167, 47., 14.84596, 8.20476, 16.33486, 36.40244] [30.20833, 57., 15.54322, 7.418361, 16.39732, 30.78405] [ 616.33274375 354.60992908 1122.63987419 2031.34115643 1020.31279525 457.84476718] 0.021745 7.331046 0 7.331046 236.67 0.628725
1993-01-29 ['WAN.B-199309', 'SNPX-199410', 'ASCL-200504', 'C-199811', 'BAY-199808', 'MGM'] [1.625, 29., 37.25, 16.12874, 13.75, 6.318493] [0.75, 27.04167, 32.25, 16.33486, 13.25, 5.671949] [10256.41025641 574.71264368 447.42729306 1033.35205767 1212.12121212 2637.75977384] -0.144355 7.175024 0 7.175024 235.25 0.618953
1992-12-31 ['ASCL-200504', 'SNPX-199410', 'DELL-201310', 'MIDL-199512', 'QVCN-199502', 'BIC-199512'] [36.25, 27.125, 0.7187024, 19.0267, 38.875, 33.88308] [37.25, 29., 0.6924997, 18.18905, 40.5, 31.95455] [ 459.77011494 614.43932412 23189.94157619 875.96202529 428.72454448 491.88759306] 0.000185 8.385511 0 8.385511 233.59 0.607529
1992-11-30 ['SNPX-199410', 'ASCL-200504', 'PHS-200512', 'BAY-199808', 'FFBK-199212', 'CSCO'] [21.58333, 31.25, 22.625, 11.4375, 58.75, 0.7507932] [27.125, 36.25, 25.5, 12.54167, 59.75, 0.7897139] [ 772.20089146 533.33333333 736.64825046 1457.19489982 283.68794326 22198.74482969] 0.118205 8.383959 0 8.383959 230.44 0.585851
1992-10-30 ['SNPX-199410', 'ASCL-200504', 'PHS-200512', 'FFBK-199212', 'SE-200511', 'MIDL-199512'] [20.33333, 28.75, 21.5, 54.125, 17.5, 15.91542] [21.58333, 31.25, 22.625, 58.75, 16.25, 16.27441] [ 819.67226552 579.71014493 775.19379845 307.92917629 952.38095238 1047.20244057] 0.039556 7.497695 0 7.497695 222.65 0.532241
1992-09-30 ['ASCL-200504', 'SE-200511', 'IGT-201504', 'FFBK-199212', 'PTC', 'PHS-200512'] [23., 18.75, 3.976644, 51.75, 14.60938, 19.75] [28.75, 17.5, 4.171816, 54.125, 15.9375, 21.5] [ 724.63768116 888.88888889 4191.13872569 322.06119163 1140.81957391 843.88185654] 0.076304 7.212402 0 7.212402 221.15 0.521919
1992-08-31 ['ASCL-200504', 'SXCL-201702', 'FFBK-199212', 'IGT-201504', 'JEF', 'MRV-199804'] [18.75, 46.00764, 48., 3.683885, 2.181476, 8.25] [23., 48.17553, 51.75, 3.976644, 2.078187, 8.46875] [ 888.88888889 362.25867414 347.22222222 4524.20927001 7640.08710922 2020.2020202 ] 0.068425 6.701084 0 6.701084 218.86 0.506159
1992-07-31 ['ASCL-200504', 'MIDL-199512', 'FFBK-199212', 'SXCL-201702', 'MRV-199804', 'IGT-201504'] [18.875, 16.39408, 49.25, 46.00764, 8.59375, 3.50091] [18.75, 12.9238, 48., 46.00764, 8.25, 3.683885] [ 883.00220751 1016.6271402 338.40947547 362.25867414 1939.39393939 4760.66698849] -0.038570 6.271928 0 6.271928 224.37 0.544078
1992-06-30 ['BKB-199909', 'SNC-199511', 'CSCO', 'SBK-199711', 'VNCP-199303', 'FG-199804'] [10.10981, 16.55462, 0.4720706, 7.949447, 51.625, 13.17351] [9.853213, 14.61374, 0.5361015, 7.370848, 50.5, 12.87452] [ 1648.56378771 1006.76830194 35305.45360517 2096.58189641 322.84100081 1265.16521919] -0.020709 6.523538 0 6.523538 215.60 0.483724
1992-05-29 ['SNC-199511', 'BKB-199909', 'CSCO', 'VNCP-199303', 'UIS', 'SBK-199711'] [16.66879, 9.340025, 0.4595156, 52.375, 92.5, 7.245066] [16.55462, 10.10981, 0.4720706, 51.625, 90., 7.949447] [ 999.87261623 1784.43490961 36270.07802709 318.21797932 180.18018018 2300.41612687] 0.026461 6.661494 0 6.661494 219.71 0.512009
1992-04-30 ['UIS', 'GT', 'BKB-199909', 'VNCP-199303', 'IGT-201504', 'FTL.A-200004'] [102.5, 24.38436, 8.467606, 47.75, 2.64703, 36.5] [92.5, 23.87117, 9.340025, 52.375, 2.683625, 36.] [ 162.60162602 683.49822044 1968.2855658 349.04013962 6296.36485671 456.62100457] 0.013568 6.489768 0 6.489768 219.13 0.508017
1992-03-31 ['IGT-201504', 'UIS', 'CSCO', 'SNC-199511', 'PHS-200512', 'FTL.A-200004'] [3.098366, 98.75, 0.3967402, 13.70038, 14.125, 35.] [2.64703, 102.5, 0.3666081, 14.15706, 12.90625, 36.5] [ 5379.17943415 168.77637131 42009.01916838 1216.51126952 1179.94100295 476.19047619] -0.032289 6.402893 0 6.402893 214.29 0.474709
1992-02-28 ['IGT-201504', 'WAN.B-199309', 'PHS-200512', 'UIS', 'BKB-199909', 'CSCO'] [2.8605, 6.625, 13.5625, 96.25, 8.005736, 0.4092953] [3.098366, 5.75, 14.125, 98.75, 7.441229, 0.3967402] [ 5826.48721086 2515.72327044 1228.87864823 173.16017316 2081.84065358 40720.39592604] -0.013777 6.616537 0 6.616537 219.50 0.510564
1992-01-31 ['OIL-200108', 'IGT-201504', 'CFC-200806', 'UIS', 'VICR', 'FH-199704'] [42.375, 2.439659, 3.578623, 75., 18.42715, 33.] [40., 2.8605, 2.94175, 96.25, 16.20701, 33.5] [ 393.31366765 6831.55583082 4657.28484578 222.22222222 904.46252767 505.05050505] 0.019415 6.708963 0 6.708963 217.52 0.496938
1991-12-31 ['SYGN-199412', 'IGT-201504', 'UBS-199911', 'CRHEQ-200412', 'VICR', 'CFC-200806'] [68.5, 2.244486, 78., 90.13014, 19.09319, 3.285459] [59.75, 2.439659, 63., 93.25153, 18.42715, 3.578623] [ 243.30900243 7425.60509028 213.67521368 184.91779405 872.91158087 5072.85790712] -0.024018 6.581190 0 6.581190 220.60 0.518134
1991-11-29 ['OIL-200108', 'VICR', 'SYGN-199412', 'IGT-201504', 'UBS-199911', 'DFI-199708'] [38.875, 15.09694, 45.75, 1.732158, 60.75, 41.60642] [33.375, 19.09319, 68.5, 2.244486, 78., 45.88263] [ 428.72454448 1103.97647912 364.29872495 9621.90900984 274.3484225 400.57920548] 0.217166 6.743148 0 6.743148 198.46 0.365770
1991-10-31 ['SYGN-199412', 'OIL-200108', 'FHCC-200501', 'VICR', 'IGT-201504', 'CFC-200806'] [54., 44.375, 9.0625, 15.87399, 1.665067, 2.691662] [45.75, 38.875, 7.46875, 15.09694, 1.732158, 2.358984] [ 308.64197531 375.58685446 1839.08045977 1049.93556545 10009.60722101 6191.96119969] -0.097473 5.540039 0 5.540039 206.96 0.424265
1991-09-30 ['OIL-200108', 'VICR', 'SYGN-199412', 'FHCC-200501', 'GNT-199806', 'CFC-200806'] [42.25, 15.09694, 38.75, 7.625, 4.839581, 2.298498] [44.375, 15.87399, 54., 9.0625, 4.883444, 2.691662] [ 394.47731755 1103.97647912 430.10752688 2185.79234973 3443.82430352 7251.11210306] 0.143993 6.138362 0 6.138362 204.01 0.403964
1991-08-30 ['OIL-200108', 'FHCC-200501', 'SYGN-199412', 'VICR', 'DFI-199708', 'CFC-200806'] [38.375, 7., 35., 11.3227, 32.1294, 1.968749] [42.25, 7.625, 38.75, 15.09694, 31.66711, 2.298498] [ 434.31053203 2380.95238095 476.19047619 1471.96928883 518.73569586 8465.6127656 ] 0.130640 5.365736 0 5.365736 207.18 0.425779
1991-07-31 ['OIL-200108', 'FHCC-200501', 'GNT-199806', 'AMGN', 'VICR', 'IGT-201504'] [34.25, 6.5, 4.178768, 4.728029, 9.602098, 1.210681] [38.375, 7., 4.426291, 5.103397, 11.3227, 1.36011] [ 486.61800487 2564.1025641 3988.41636259 3525.0770811 1735.73178139 13766.35684104] 0.106434 4.745749 0 4.745749 202.67 0.394742
1991-06-28 ['SCNC-199112', 'AMGN', 'USS-199810', 'DGN-199910', 'SMLS-199502', 'CHRS-201206'] [31.28959, 3.765652, 60.73184, 14.875, 65.5, 10.02595] [34.01042, 4.728029, 71.15687, 17.125, 79.5, 10.32794] [ 532.65851891 4425.97103149 274.430458 1120.44817927 254.45292621 1662.35286099] 0.151550 4.289230 0 4.289230 193.78 0.333563
1991-05-31 ['USHC-199607', 'DGN-199910', 'AMGN', 'CHRS-201206', 'USS-199810', 'AMD'] [15.00111, 16.625, 3.905416, 10.55326, 58.96318, 6.748138] [12.93427, 14.875, 3.765652, 10.02595, 60.73184, 5.998345] [1111.02889497 1002.50626566 4267.5778116 1579.29082261 282.66227613 2469.81710609] -0.068319 3.724744 0 3.724744 203.32 0.399215
1991-04-30 ['AMGN', 'DGN-199910', 'FBF-200403', 'USHC-199607', 'AMD', 'PDQ-199207'] [4.049174, 16.5, 7.59989, 11.93422, 6.123311, 1.25] [3.905416, 16.625, 7.59989, 15.00111, 6.748138, 0.875] [ 4116.06581161 1010.1010101 2193.01419714 1396.54427911 2721.83899636 13333.33333333] 0.005183 3.997873 0 3.997873 195.95 0.348496
1991-03-29 ['AMGN', 'USHC-199607', 'CRHEQ-200412', 'USS-199810', 'DGN-199910', 'FHPC-199702'] [4.192932, 14.00103, 44.28472, 53.87807, 13.125, 28.5] [4.049174, 11.93422, 36.67633, 50.36691, 16.5, 24.] [3974.94322986 1190.38861189 376.35253574 309.3404546 1269.84126984 584.79532164] -0.053272 3.977260 0 3.977260 196.15 0.349873
1991-02-28 ['USHC-199607', 'USS-199810', 'ETS-200603', 'AMGN', 'SNPX-199410', 'NOVL-201104'] [10.46952, 46.73468, 38.29771, 2.915086, 15.25, 12.21875] [14.00103, 53.87807, 37.38895, 4.192932, 14.95833, 12.625] [1591.92271152 356.62310444 435.18702989 5717.38420982 1092.89617486 1364.02387042] 0.153152 4.201058 0 4.201058 191.34 0.316771
1991-01-31 ['ETS-200603', 'USHC-199607', 'USS-199810', 'NOVL-201104', 'AMGN', 'SNPX-199410'] [35.70126, 10.07068, 40.56684, 10.75, 2.356028, 13.83333] [38.29771, 10.46952, 46.73468, 12.21875, 2.915086, 15.25] [ 466.83693143 1654.96934335 410.84458801 1550.3875969 7074.05288336 1204.81956743] 0.123450 3.643108 0 3.643108 179.01 0.231918
1990-12-31 ['VC-199106', 'ETS-200603', 'AMGN', 'USS-199810', 'USHC-199607', 'SNPX-199410'] [53.34266, 29.59959, 1.988648, 34.52111, 7.810597, 11.41667] [52.47429, 35.70126, 2.356028, 40.56684, 10.07068, 13.83333] [ 312.44536112 563.07086236 8380.9033407 482.79637204 2133.85310581 1459.85358836] 0.175128 3.242787 0 3.242787 171.23 0.178377
1990-11-30 ['ETS-200603', 'USS-199810', 'SNPX-199410', 'AMGN', 'NOVL-201104', 'USHC-199607'] [27.3926, 32.28419, 10.66667, 1.852876, 7.875, 6.724536] [29.59959, 34.52111, 11.41667, 1.988648, 8.25, 7.810597] [ 608.43682844 516.24856212 1562.49951172 8995.02539116 2116.4021164 2478.48575228] 0.083762 2.759517 0 2.759517 166.69 0.147134
1990-10-31 ['SNPX-199410', 'ETS-200603', 'USS-199810', 'CQB-201501', 'AMGN', 'USHC-199607'] [9.416667, 23.62774, 25.46324, 329.9259, 1.509455, 5.631385] [10.66667, 27.3926, 32.28419, 325.4138, 1.852876, 6.724536] [ 1769.91144177 705.38556234 654.53833317 50.51639373 11041.51277558 2959.60348416] 0.161319 2.546239 0 2.546239 156.54 0.077283
1990-09-28 ['USS-199810', 'SNPX-199410', 'AMGN', 'FCX.A-200205', 'OII', 'TDW'] [26.12698, 8.583334, 1.42959, 6.731481, 3.591178, 371.0759] [25.46324, 9.416667, 1.509455, 6.249283, 2.762444, 329.2992] [ 637.91018582 1941.747422 11658.35426008 2475.92865027 4641.00266449 44.91444113] -0.047906 2.192540 0 2.192540 157.89 0.086574
1990-08-31 ['SNPX-199410', 'AMGN', 'USS-199810', 'OII', 'NOVL-201104', 'WTM'] [8.5, 1.445563, 23.04967, 3.618802, 6.625, 33.95176] [8.583334, 1.42959, 26.12698, 3.591178, 6.1875, 30.58318] [ 1960.78431373 11529.53324529 723.07615105 4605.57573105 2515.72327044 490.89256836] -0.006771 2.302862 0 2.302862 166.69 0.147134
1990-07-31 ['OII', 'SNPX-199410', 'QMCO', 'CNR-199602', 'SMLS-199502', 'TWRX-199405'] [3.646427, 8.833334, 50.54348, 26.75, 39.75, 13.875] [3.618802, 8.5, 40.99638, 20.625, 30.25, 10.625] [4570.68430731 1886.79231043 329.7490926 623.0529595 419.28721174 1201.2012012 ] -0.156067 2.318560 0 2.318560 184.31 0.268392
1990-06-29 ['RESP-200803', 'WFTIQ-201912', 'AN', 'WWWW-200709', 'TWRX-199405', 'WM'] [2.6875, 1.646753, 6.357768, 120., 18.5, 2.361522] [2.03125, 1.532105, 7.573223, 103.75, 13.875, 3.542284] [ 6201.5503876 10120.92685829 2621.46505923 138.88888889 900.9009009 7057.59534176] -0.001341 2.747327 0 2.747327 186.30 0.282087
1990-05-31 ['TWRX-199405', 'WFTIQ-201912', 'AKLMQ-200808', 'RESP-200803', 'ASTA-199708', 'WII-199805'] [22.75, 1.688443, 10.33333, 1.96875, 12.5, 16.5] [18.5, 1.646753, 9.75, 2.6875, 11.9375, 16.] [ 732.6007326 9871.02713368 1612.9037461 8465.60846561 1333.33333333 1010.1010101 ] 0.003637 2.751016 0 2.751016 187.65 0.291377
1990-04-30 ['WFTIQ-201912', 'TWRX-199405', 'ASTA-199708', 'CEC-201402', 'SNPX-199410', 'MGR-199602'] [1.375768, 14.125, 10.5, 2.608012, 6.75, 9.782912] [1.688443, 22.75, 12.5, 3.096061, 7.541667, 12.03573] [12114.44565266 1179.94100295 1587.3015873 6390.5636426 2469.13580247 1703.65088295] 0.260511 2.741048 0 2.741048 172.32 0.185878
1990-03-30 ['TWRX-199405', 'ENZN', 'WFTIQ-201912', 'OII', 'SXCL-201702', 'HERBA-200207'] [13.0625, 0.2111268, 1.104784, 3.038689, 20.71548, 1.003371] [14.125, 0.191256, 1.375768, 2.707196, 17.34319, 0.8918853] [ 1275.91706539 78941.50182102 15085.90517845 5484.82146961 804.5513146 16610.67209105] -0.025081 2.174552 0 2.174552 177.28 0.220012
1990-02-28 ['WFTIQ-201912', 'UCI-200604', 'ENZN', 'NBR', 'TWRX-199405', 'WII-199805'] [1.063094, 2.116199, 0.1887722, 101.6794, 9.625, 11.] [1.104784, 1.753422, 0.2111268, 104.2866, 13.0625, 13.] [15677.50985959 7875.75585598 88289.8364625 163.91389669 1731.6017316 1515.15151515] 0.091802 2.230496 0 2.230496 173.43 0.193517
1990-01-31 ['WFTIQ-201912', 'UCI-200604', 'TWRX-199405', 'ENZN', 'OII', 'TCA-200102'] [1.136051, 2.025504, 8.625, 0.1564822, 2.099458, 3.] [1.063094, 2.116199, 9.625, 0.1887722, 2.513824, 3.2] [ 14670.70287044 8228.40471639 1932.36714976 106508.38668338 7938.55684023 5555.55555556] 0.094480 2.042950 0 2.042950 171.45 0.179891
1989-12-29 ['WFTIQ-201912', 'SIE-200802', 'OII', 'UCI-200604', 'PHS-200512', 'CDD-200005'] [1.099572, 1.4375, 2.375702, 1.874347, 6.375, 5.389664] [1.136051, 1.166667, 2.099458, 2.025504, 4.5, 4.979023] [15157.41276303 11594.20289855 7015.47023434 8891.9856711 2614.37908497 3092.33871846] -0.093529 1.866593 0 1.866593 185.11 0.273897
1989-11-30 ['WFTIQ-201912', 'SIE-200802', 'UCI-200604', 'PHS-200512', 'FHPC-199702', 'SYGN-199412'] [0.943235, 1.541667, 1.47702, 6.8125, 21.81818, 9.75] [1.099572, 1.4375, 1.874347, 6.375, 18.86364, 8.666667] [17669.68641608 10810.80847334 11283.98171092 2446.48318043 763.88895255 1709.4017094 ] 0.009406 2.059186 0 2.059186 181.85 0.251462
1989-10-31 ['WFTIQ-201912', 'LA-199712', 'PHS-200512', 'HERBA-200207', 'SIE-200802', 'CMVT-201302'] [0.8754888, 43.375, 6.1875, 1.077695, 1.145833, 0.9079413] [0.943235, 36., 6.8125, 1.18918, 1.541667, 0.9079413] [19036.98444419 384.24591739 2693.6026936 15465.10530963 14545.45877686 18356.5464713 ] 0.076211 2.039998 0 2.039998 179.17 0.233019
1989-09-29 ['WFTIQ-201912', 'HERBA-200207', 'CDD-200005', 'SMLS-199502', 'BID-201910', 'LA-199712'] [0.8025314, 1.077695, 5.920271, 25.875, 19.1502, 42.5] [0.8754888, 1.077695, 5.511977, 22.5, 16.31314, 43.375] [20767.61939367 15465.10530963 2815.18644445 644.12238325 870.31292972 392.15686275] -0.039342 1.895537 0 1.895537 184.40 0.269011
1989-08-31 ['SMLS-199502', 'CDD-200005', 'PHS-200512', 'UCI-200604', 'BID-201910', 'SIE-200802'] [23.875, 6.124418, 6.1875, 1.438151, 17.58982, 1.1875] [25.875, 5.920271, 6.25, 1.438151, 19.1502, 1.0625] [ 698.08027923 2721.34701888 2693.6026936 11588.95461371 947.51774985 14035.0877193 ] 0.007331 1.973165 0 1.973165 185.33 0.275411
1989-07-31 ['CDD-200005', 'SIE-200802', 'SMLS-199502', 'PHS-200512', 'WFTIQ-201912', 'QMCO'] [5.227856, 1.208333, 17.84375, 4.78125, 0.536758, 26.39493] [6.124418, 1.1875, 23.875, 6.1875, 0.5523918, 32.01087] [ 3188.05006616 13793.10725327 934.03385873 3485.83877996 31050.61623053 631.43439542] 0.171378 1.958806 0 1.958806 182.27 0.254353
1989-06-30 ['LA-199712', 'SIE-200802', 'TBS.A-199610', 'APCC-200702', 'HERBA-200207', 'KEGX'] [2.950000e+01, 8.125000e-01, 1.437696e+01, 3.763239e-01, 7.432377e-01, 1.264045e+06] [3.200000e+01, 1.208333e+00, 1.795066e+01, 3.616619e-01, 7.803996e-01, 1.123596e+06] [5.64971751e+02 2.05128205e+04 1.15926223e+03 4.42880898e+04 2.24244097e+04 1.31851846e-02] 0.120071 1.672223 0 1.672223 168.49 0.159521
1989-05-31 ['HERBA-200207', 'LA-199712', 'FMCC', 'PHS-200512', 'CLE-200705', 'APCC-200702'] [1.18918, 25.8125, 4.320837, 3.84375, 1.960707, 0.3792563] [0.7432377, 29.5, 4.068367, 3.375, 1.657264, 0.3763239] [14015.25981489 645.68200161 3857.27734387 4336.04336043 8500.33516822 43945.65539628] -0.095836 1.492962 0 1.492962 169.85 0.168880
1989-04-28 ['LA-199712', 'KEGX', 'CCXLA-199505', 'PHS-200512', 'ALC-199508', 'FMCC'] [2.150000e+01, 1.193820e+06, 2.437500e+01, 3.218750e+00, 4.500000e+00, 3.707697e+00] [2.581250e+01, 1.474719e+06, 2.450000e+01, 3.843750e+00, 4.750000e+00, 4.320837e+00] [7.75193798e+02 1.39607869e-02 6.83760684e+02 5.17799353e+03 3.70370370e+03 4.49515337e+03] 0.142684 1.651208 0 1.651208 163.63 0.126075
1989-03-31 ['KEGX', 'KEA-200706', 'DINO', 'FMCC', 'PHS-200512', 'BV-199409'] [1.123596e+06, 1.148148e+00, 6.773281e-01, 3.469654e+00, 2.812500e+00, 6.769492e+00] [1.193820e+06, 1.055556e+00, 7.405454e-01, 3.707697e+00, 3.218750e+00, 8.562326e+00] [1.48333268e-02 1.45161309e+04 2.46064893e+04 4.80355294e+03 5.92592593e+03 2.46202620e+03] 0.092180 1.445026 0 1.445026 156.00 0.073567
1989-02-28 ['KEGX', 'DINO', 'MAXX-201602', 'LA-199712', 'KEA-200706', 'TDS'] [1.334270e+06, 6.803939e-01, 8.000000e+03, 1.518750e+01, 9.074074e-01, 1.086860e+01] [1.123596e+06, 6.773281e-01, 6.875000e+03, 1.650000e+01, 1.148148e+00, 1.038240e+01] [1.24912249e-02 2.44956145e+04 2.08333333e+00 1.09739369e+03 1.83673471e+04 1.53346951e+03] 0.000661 1.323066 0 1.323066 152.98 0.052784
1989-01-31 ['KEGX', 'MEC-200003', 'LA-199712', 'MAXX-201602', 'SSAX-199910', 'ACCMA-199412'] [1.544944e+06, 1.371425e+01, 1.400000e+01, 8.343750e+03, 1.810886e+01, 1.600000e+01] [1.334270e+06, 8.783284e+00, 1.518750e+01, 8.000000e+03, 1.678842e+01, 1.600000e+01] [1.07878775e-02 1.21528094e+03 1.19047619e+03 1.99750312e+00 9.20359794e+02 1.04166667e+03] -0.087535 1.322192 0 1.322192 156.93 0.079967
1988-12-30 ['MEC-200003', 'SME-199912', 'DXK-199507', 'FMCC', 'LA-199712', 'KEGX'] [1.032421e+01, 3.426620e+00, 5.625000e+00, 2.914221e+00, 1.093750e+01, 7.022472e+05] [1.371425e+01, 3.810018e+00, 4.750000e+00, 2.979142e+00, 1.400000e+01, 1.544944e+06] [1.61432852e+03 4.86387947e+03 2.96296296e+03 5.71908125e+03 1.52380952e+03 2.37333330e-02] 0.297828 1.449033 0 1.449033 146.99 0.011561
1988-11-30 ['FMCC', 'MEC-200003', 'SME-199912', 'LA-199712', 'BV-199409', 'DXK-199507'] [2.59683, 9.482628, 3.115109, 10.0625, 4.945748, 5.25] [2.914221, 10.32421, 3.42662, 10.9375, 4.914837, 5.625] [6418.08153274 1757.59996772 5350.26757223 1656.31469979 3369.89807541 3174.6031746 ] 0.077185 1.116506 0 1.116506 144.59 -0.004955
1988-10-31 ['FMCC', 'DXK-199507', 'LA-199712', 'SME-199912', 'MNST', 'MAXX-201602'] [2.604102e+00, 6.750000e+00, 9.687500e+00, 3.207036e+00, 1.665476e-01, 5.968750e+03] [2.596830e+00, 5.250000e+00, 1.006250e+01, 3.115109e+00, 1.576255e-01, 5.125000e+03] [6.40015893e+03 2.46913580e+03 1.72043011e+03 5.19690663e+03 1.00071491e+05 2.79232112e+00] -0.068317 1.036504 0 1.036504 147.55 0.015415
1988-09-30 ['FMCC', 'DXK-199507', 'LA-199712', 'TKLC-201201', 'IGT-201504', 'SMLS-199502'] [2.322778, 6.25, 10.5625, 2.28125, 0.3278292, 6.71875] [2.604102, 6.75, 9.6875, 2., 0.279036, 5.875] [ 7175.31622336 2666.66666667 1577.90927022 7305.93607306 50839.48186027 2480.62015504] -0.046572 1.112507 0 1.112507 144.68 -0.004336
1988-08-31 ['FMCC', 'LA-199712', 'BV-199409', 'DXK-199507', 'TKLC-201201', 'CMVT-201302'] [2.077464, 8.625, 5.563966, 4.625, 1.75, 0.4539707] [2.322778, 10.5625, 4.574817, 6.25, 2.28125, 0.4539707] [ 8022.60191593 1932.36714976 2995.46522511 3603.6036036 9523.80952381 36713.08889906] 0.136644 1.166849 0 1.166849 139.26 -0.041635
1988-07-29 ['TKLC-201201', 'LA-199712', 'BV-199409', 'MCRS-201409', 'FMCC', 'IGT-201504'] [2.0625, 8.96875, 5.162124, 0.34375, 1.723949, 0.2851351] [1.75, 8.625, 5.563966, 0.265625, 2.077464, 0.271412] [ 8080.80808081 1858.30429733 3228.64515976 48484.84848485 9667.72605609 58451.82394825] -0.030390 1.026574 0 1.026574 143.99 -0.009084
1988-06-30 ['TKLC-201201', 'BV-199409', 'LA-199712', 'CMVT-201302', 'JLG-200612', 'FMCC'] [2.21875, 4.482084, 8.34375, 0.4539707, 0.551817, 1.462535] [2.0625, 5.162124, 8.96875, 0.4539707, 0.561498, 1.723949] [ 7511.7370892 3718.50832485 1997.5031211 36713.08889906 30203.24974886 11395.73867748] 0.058749 1.058749 0 1.058749 145.31 0.000000