date,old_code,new_code,portfolio_error
2015-02-28,200001285,200001992,0.09002792124184428
2015-02-28,200001771,420304,0.04997861420017094
2015-02-28,200001894,366541,0.21514599121187042
2015-02-28,200002064,412736,0.21082714285714285
2015-02-28,200002109,406337,0.1732755748083972
2015-02-28,200002181,418898,0.037672797117347945
2015-02-28,200002211,200001411,0.2912960683145901
2015-02-28,200002221,200002107,0.07512838452709224
2015-02-28,200002242,200000146,0.2187383992563763
2015-02-28,200002243,412416,0.15998625445040332
2015-02-28,364542,413106,0.006948702185792368
2015-02-28,365088,418761,0.005905511811023621
2015-02-28,411929,420065,0.2355613269963813
2015-02-28,411957,420012,0.1325402120640629
2015-02-28,412753,413266,0.14263459405289514
2015-02-28,417538,418774,0.10138983289193053
2015-02-28,419078,414461,0.019769682556840744
2015-02-28,420470,365513,0.24563928933164447
2015-02-28,422320,200000206,0.0
2015-02-28,422905,365208,0.06360217937332759
2015-02-28,85000,420405,0.0040000000000000166
2015-03-31,200000074,422338,0.001001620268080687
2015-03-31,200000081,200000187,0.008347826086956467
2015-03-31,200000294,366584,0.012610787541149622
2015-03-31,200000585,413238,0.12421096615015396
2015-03-31,200000714,200002128,0.1969705882352941
2015-03-31,200001414,200002254,0.08536444255879713
2015-03-31,200001445,200001992,0.13076009010126505
2015-03-31,200001771,422572,0.08211490294301814
2015-03-31,200001884,200000706,0.2977498649378714
2015-03-31,200001984,419191,0.02947160294109384
2015-03-31,200001991,200002040,0.28688108226701925
2015-03-31,200002064,417463,0.1144
2015-03-31,200002087,200000691,0.0027404921700223427
2015-03-31,200002111,419481,0.025934119960668682
2015-03-31,200002128,200001444,0.010562303694026812
2015-03-31,200002131,418975,0.025736733435229142
2015-03-31,200002164,420242,0.010659329132002985
2015-03-31,200002181,200002244,0.1676715041662423
2015-03-31,200002237,412466,0.0010382721138616742
2015-03-31,200002243,418975,0.24330144828700134
2015-03-31,200002272,422884,0.003976143141153081
2015-03-31,364587,413257,0.1280099549211119
2015-03-31,365003,413403,0.0018070454545454336
2015-03-31,405087,414200,0.0066111296234588
2015-03-31,406608,412179,0.19130649999999996
2015-03-31,411414,365996,0.0
2015-03-31,411820,412161,0.08721277026459252
2015-03-31,414216,412161,0.08754291547218121
2015-03-31,415315,200000087,0.17922844801834256
2015-03-31,415391,411885,0.18279856897087568
2015-03-31,418748,422657,0.014840182648401826
2015-03-31,420384,418729,0.0
2015-03-31,422320,200000206,0.0
2015-03-31,422594,415014,0.012833492293381245
2015-04-30,200001285,405803,0.017819242920231362
2015-04-30,200001299,422572,0.16643379390390864
2015-04-30,200001445,418256,0.19015001124049363
2015-04-30,200001718,422567,0.1891332316302945
2015-04-30,200001836,366410,0.2618359055785786
2015-04-30,200002087,403853,0.0008259490766705388
2015-04-30,200002164,200001445,0.024237519741369784
2015-04-30,200002193,200002004,0.20527571692778646
2015-04-30,200002211,200002232,0.2948124806866205
2015-04-30,200002354,422905,0.0725573308270677
2015-04-30,200002421,200002423,0.028337246517484746
2015-04-30,200002422,200002423,0.028337246517484746
2015-04-30,200002424,200002435,0.21365047548681895
2015-04-30,200002425,200002435,0.21365047548681895
2015-04-30,200002426,200002427,0.1089603837945733
2015-04-30,200004566,200002424,0.07149087279556093
2015-04-30,200004567,200002424,0.07149087279556093
2015-04-30,200004568,200002424,0.07149087279556093
2015-04-30,200010890,200002029,0.024823502618993392
2015-04-30,364542,419639,0.0004402515723270011
2015-04-30,364725,411912,0.008848988037335772
2015-04-30,364838,200000367,0.2832361834582645
2015-04-30,365612,366486,0.0
2015-04-30,404374,415023,0.006266059331931711
2015-04-30,414743,404571,0.05003252560428108
2015-04-30,415219,412015,0.006715557798958616
2015-04-30,415393,414558,0.21665791118550362
2015-04-30,417555,416527,0.16067043048694427
2015-04-30,418748,200001569,0.0018117496398270053
2015-04-30,419488,402683,0.014182966677028376
2015-04-30,419601,422670,0.2180819783606195
2015-04-30,422291,200000367,0.1829178510860524
2015-04-30,422594,402649,0.04348924919320355
2015-05-31,200001961,412930,0.14025035652036122
2015-05-31,200002087,412475,0.0022767398891396793
2015-05-31,200002243,365427,0.25654074666934024
2015-05-31,200002250,200002274,0.06111680422338192
2015-05-31,200005508,200001904,0.0
2015-05-31,200006046,414051,0.20028061538461545
2015-05-31,200101613,365298,0.18888659793814436
2015-05-31,406133,422600,0.05681220410310363
2015-05-31,406610,415144,0.25109566663753624
2015-05-31,418953,200000615,0.003822959293560088
2015-05-31,420384,402934,0.009457700650759248
2015-05-31,422320,200002194,0.0
2015-05-31,422578,420469,0.03263314845324938
2015-06-30,200000674,365547,0.2188776515151515
2015-06-30,200000754,422784,0.004654390672712132
2015-06-30,200001771,422572,0.2283525013730346
2015-06-30,200001869,405164,0.2875854710612734
2015-06-30,200001959,200001287,0.0
2015-06-30,200002064,416962,0.1477025531914894
2015-06-30,200002131,403684,0.004733491339460518
2015-06-30,200002138,417885,0.14578005115089515
2015-06-30,200002181,200001992,0.057016091862746685
2015-06-30,200002234,200002243,0.08471014939481743
2015-06-30,200002555,200000513,0.0022499999999999742
2015-06-30,200002557,200001390,0.00904977375565611
2015-06-30,200007546,200002199,0.19439252336448598
2015-06-30,200007983,200002408,0.04851973684210525
2015-06-30,200009292,419780,0.001716554017809248
2015-06-30,200043661,415771,0.19530511904761907
2015-06-30,364542,200002555,0.0
2015-06-30,405219,411449,0.0012840633471251734
2015-06-30,405491,413440,0.1831539963980416
2015-06-30,406450,418126,0.00961670833052475
2015-06-30,414663,414296,0.273570995451088
2015-06-30,416983,412475,0.018398985391066405
2015-06-30,420384,365357,0.0014165247018739445
2015-06-30,422246,419070,0.06556663023629178
2015-06-30,422320,200002194,0.0
2015-06-30,422905,422823,0.19350151653793168
2015-07-31,200001429,200000737,0.05122358403836275
2015-07-31,200001615,200000140,0.009658246656760773
2015-07-31,200002100,412252,0.006564424242424311
2015-07-31,200002244,364963,0.03072212782299006
2015-07-31,200002360,366013,0.11640201859622529
2015-07-31,200002376,200007472,0.17531081504085896
2015-07-31,200007051,422578,0.012390019501685733
2015-07-31,200009691,406405,0.006644518272425249
2015-07-31,200010233,200002424,0.0815607196401799
2015-07-31,200010379,406196,0.05821638705923707
2015-07-31,364542,412701,0.07190999999999992
2015-07-31,364543,366390,0.22854645978241483
2015-07-31,365836,422736,0.11583085559431391
2015-07-31,405491,200000502,0.005151874976060029
2015-07-31,405722,404638,0.11413804344444456
2015-07-31,406073,415112,0.25459624113475177
2015-07-31,414564,405187,0.07228377974335229
2015-07-31,414765,414317,0.22045612057741518
2015-07-31,422320,200002194,0.0
2015-07-31,422777,200002043,0.20855090410988608
2015-08-31,200000087,200002189,0.0050338983050846955
2015-08-31,200001429,364764,0.014343019046266567
2015-08-31,200001466,420405,0.0090452261306532
2015-08-31,200002145,417072,0.05676442762535479
2015-08-31,200002187,100000096,0.10499611172728553
2015-08-31,200002215,200002194,0.0
2015-08-31,200006047,200007644,0.24970828471411902
2015-08-31,200011995,200001414,0.17979705671697035
2015-08-31,364835,420048,0.2827622250296187
2015-08-31,364870,419751,0.011472868217054184
2015-08-31,411532,405692,0.15859595959595954
2015-08-31,414829,419604,0.05234074009038375
2015-08-31,418507,419481,0.0
2015-08-31,419604,413088,0.0014430694447020737
2015-08-31,422320,200002194,0.0
2015-08-31,422572,200001925,0.044579767893609526
2015-08-31,67057,200001903,0.08478387476855749
2015-09-30,200000339,200000371,0.044348772851199605
2015-09-30,200001279,200001261,0.16885149468853894
2015-09-30,200001354,406578,0.16773535177703658
2015-09-30,200001445,200002320,0.086912091303226
2015-09-30,200002087,416530,0.0025657065994833497
2015-09-30,200002145,418938,0.24397079269225386
2015-09-30,200002187,200000620,0.2198494768402374
2015-09-30,200002312,200001771,0.2254700580384605
2015-09-30,200002346,366010,0.04667688283865067
2015-09-30,200004444,419077,0.03513564668769715
2015-09-30,200009976,365855,0.25
2015-09-30,200013658,419070,0.01502119927316775
2015-09-30,200017444,200016656,0.048693586698337295
2015-09-30,364587,402689,0.07232371095454834
2015-09-30,405367,406343,0.16859894993996513
2015-09-30,405522,200010379,0.15229077991438306
2015-09-30,405747,406516,0.16900097563583397
2015-09-30,405904,416361,0.16835852762731382
2015-09-30,405932,406343,0.16820940705903478
2015-09-30,405933,406343,0.1682151534379398
2015-09-30,405963,416361,0.16784938276063394
2015-09-30,406026,200010379,0.1638796469225283
2015-09-30,406196,200010379,0.1519560684987441
2015-09-30,406540,200010379,0.16574429482481964
2015-09-30,413386,414362,0.2269876888962737
2015-09-30,414577,412177,0.028884429416467544
2015-09-30,416733,405825,0.10478709774431474
2015-09-30,419078,418569,0.017721681492260687
2015-09-30,419083,411860,0.04555217152609972
2015-09-30,420101,418890,0.2736668656716418
2015-09-30,422518,406516,0.17002100059720773
2015-09-30,422570,405187,0.26881521739130426
2015-10-31,200000225,414461,0.0027114236670829515
2015-10-31,200000346,415300,0.0042390653085680125
2015-10-31,200001445,200002164,0.03597396755430534
2015-10-31,200001984,418682,0.00999896334969975
2015-10-31,200002064,411663,0.050375752212389414
2015-10-31,200003057,200010960,0.011976047904191617
2015-10-31,200007473,200002199,0.0012148823082763858
2015-10-31,200009004,417881,0.1385707588239234
2015-10-31,200009503,200005508,0.012468827930174564
2015-10-31,200009976,200002163,0.19583333333333333
2015-10-31,200019282,405115,0.031543568464730304
2015-10-31,364542,415268,0.24060172413793107
2015-10-31,364587,406553,0.24606850025065222
2015-10-31,365003,422784,0.021864864864864924
2015-10-31,365139,366487,0.0
2015-10-31,404421,413952,0.013708350305498957
2015-10-31,405801,200001608,0.0076726342710997444
2015-10-31,413309,404089,0.023859154754993877
2015-10-31,418360,418535,0.04997501249375312
2015-10-31,422320,403902,0.0
2015-10-31,85000,200002218,0.0
2015-11-30,200000225,418748,0.04940792309700302
2015-11-30,200000355,200002312,0.03039455879799702
2015-11-30,200002009,200000451,0.17154496473783348
2015-11-30,200002105,420249,0.03574705882352944
2015-11-30,200002238,200002191,0.15945434210526316
2015-11-30,200002250,200003809,0.05941825384030768
2015-11-30,200002377,200023205,0.13809583269335113
2015-11-30,200003057,366427,0.1917808219178082
2015-11-30,200007051,405801,0.010950372980479569
2015-11-30,200009832,411923,0.002298063632723108
2015-11-30,200014582,417072,0.0069721115537848604
2015-11-30,200018861,200013347,0.20650490449148168
2015-11-30,200021492,200002239,0.09644638647264456
2015-11-30,200021959,419830,0.008189655172413794
2015-11-30,365394,365547,0.16352264084780824
2015-11-30,402699,200000585,0.014868141734001153
2015-11-30,411905,422357,0.22562303016228724
2015-11-30,412771,411781,0.029495075753757483
2015-11-30,413787,414565,0.06349778461397187
2015-11-30,414495,422567,0.13047336761773073
2015-11-30,414850,420089,0.00451687881117797
2015-11-30,419384,404403,0.18351676478116202
2015-11-30,419766,414306,0.022982008188872898
2015-11-30,422320,403902,0.0
2015-11-30,422694,200000643,0.12168005018820571
2015-11-30,85000,417159,0.050358255451713414
2015-12-31,200001615,416583,0.17439173431104138
2015-12-31,200002049,415164,0.09213473033865005
2015-12-31,200002087,366013,0.01246217421013238
2015-12-31,200006534,414185,0.0016685639033970833
2015-12-31,200009292,417077,0.0006555227794165847
2015-12-31,200009976,200019942,0.08333333333333333
2015-12-31,200016189,365363,0.0
2015-12-31,200016657,405849,0.11837837837837842
2015-12-31,200021959,418748,0.009454629309350858
2015-12-31,200022239,422736,0.20380931873284092
2015-12-31,200022996,200000367,0.16710318396077975
2015-12-31,200035688,419421,0.1256814356032901
2015-12-31,364587,402965,0.002368421052631669
2015-12-31,365139,200001886,0.00031884057971022565
2015-12-31,365763,200004442,0.2419244219376599
2015-12-31,402649,404784,0.04097424179476522
2015-12-31,405243,200001439,0.0095802469135802
2015-12-31,412365,422543,0.21271109743344965
2015-12-31,419905,200002096,0.0030950013085579747
2015-12-31,420399,403123,0.006264458943100174
2015-12-31,422320,403902,0.0
2015-12-31,422357,364871,0.012277555524900044
2016-01-31,200001763,422694,0.032766990291262135
2016-01-31,200001850,200019283,0.11722236107837135
2016-01-31,200002239,422264,0.2565561228727962
2016-01-31,200006047,422735,0.004284552845528464
2016-01-31,200009976,200002043,0.29751131221719457
2016-01-31,365612,403970,0.0013333333333332576
2016-01-31,405723,200001821,0.009743330103500154
2016-01-31,411878,422567,0.017870745695176545
2016-01-31,412164,404116,0.2987967351975991
2016-01-31,412348,412108,0.2428806070625128
2016-01-31,412349,413865,0.14598303059735715
2016-01-31,414875,414249,0.0013545923585529418
2016-01-31,418334,422211,0.009528430896819493
2016-01-31,418770,344152,0.0572316034493888
2016-01-31,422320,403902,0.0
2016-01-31,422399,200000602,0.2687239490850638
2016-02-29,200002080,200016656,0.13857298598244974
2016-02-29,200002320,200002181,0.0025625734682760692
2016-02-29,200007645,403098,0.26878335842342954
2016-02-29,200011782,200014583,0.18453427065026362
2016-02-29,200013347,200018861,0.0767397521448999
2016-02-29,200021958,412779,0.06741276813767227
2016-02-29,200101613,418799,0.279586590519703
2016-02-29,364542,416966,5.324675324667529e-05
2016-02-29,365456,418552,0.13261743608106585
2016-02-29,405997,200014368,0.155664944252742
2016-02-29,416721,200001655,0.060766124440473475
2016-02-29,417192,415858,0.2662346250495966
2016-02-29,418903,200007052,0.11341641638185988
2016-02-29,422320,403902,0.0
2016-02-29,422707,200010237,0.002297313432835812
2016-02-29,85000,200001539,0.005189741336701633
2016-03-31,200000318,411929,0.29833302650764293
2016-03-31,200000532,419862,0.019076713298632485
2016-03-31,200000754,200032028,0.19234876762162453
2016-03-31,200001299,404374,0.025491279299187153
2016-03-31,200018003,366603,0.01902941595620716
2016-03-31,200038383,422378,0.2581269793229547
2016-03-31,364725,419083,0.03708654414544914
2016-03-31,364738,365629,0.0009990009990009992
2016-03-31,366427,200002161,0.27411132362457225
2016-03-31,412115,413433,0.148952047999165
2016-03-31,412512,411655,0.2700877667008293
2016-03-31,413206,406587,0.29389328293383016
2016-03-31,414235,412386,0.2245742874424784
2016-03-31,417620,365456,0.02361354581673304
2016-03-31,417632,414361,0.0041462943106442265
2016-03-31,418903,200002073,0.14463476801823916
2016-03-31,422250,366613,0.20586937239300043
2016-03-31,422397,405634,0.09518341836432724
2016-04-30,200001299,420304,0.12175309241868862
2016-04-30,200001881,200000712,0.11565754308358676
2016-04-30,200002187,200000451,0.2184529266998022
2016-04-30,200002239,422877,0.19078873077283337
2016-04-30,200003056,422733,0.24296951242999842
2016-04-30,200009292,420469,0.020403999183840033
2016-04-30,200021958,411457,0.20425287135926984
2016-04-30,200027739,364725,0.12949330119141447
2016-04-30,200033290,200000737,0.19974613431802446
2016-04-30,200034160,200023905,0.08046709129511677
2016-04-30,365003,412451,0.005774310344827598
2016-04-30,365427,200004442,0.23028272107610598
2016-04-30,365832,422860,0.0026896551724137725
2016-04-30,414886,402680,0.005908932916232187
2016-04-30,422316,200000068,0.0008366904245429509
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2019-04-30,200104782,419891,0.18181818181818182
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