Personal_Code / ZMJ /ic_analysis_results /detailed_ic_analysis.csv
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feature,ic_value,ic_abs,p_value,is_significant,mean,std,min,max,missing_count,missing_ratio,zero_count,zero_ratio,outlier_count,outlier_ratio,ic_rank
agg_group_0_X21,0.07094860334181324,0.07094860334181324,0.0,True,-0.00010818039843763064,0.13980967852611273,-1.8884662916229373,2.3487840176923336,0,0.0,0,0.0,9372,0.01782131902861261,1.0
agg_group_1_X28,0.06497800114500034,0.06497800114500034,0.0,True,-0.00015292841356110762,0.17798065050972942,-3.4895381867282174,3.203158899912968,0,0.0,0,0.0,9311,0.017705324527892873,2.0
agg_group_10_X298,0.06407348751970592,0.06407348751970592,0.0,True,0.0004623023596910006,0.0033746752185337837,-0.05124033054684572,0.03448738425813985,0,0.0,0,0.0,11065,0.021040641810883328,3.0
agg_group_2_X863,0.06405738275143834,0.06405738275143834,0.0,True,-0.009372227376333541,0.5925980126831832,-6.378032283319068,6.11788675812468,0,0.0,23552,0.044785286572971,8570,0.016296276576526898,4.0
agg_group_4_X219,0.059390054062339354,0.059390054062339354,0.0,True,-0.0050261012932086785,0.03355454382707805,-0.34679121369903243,0.19382898716321265,0,0.0,0,0.0,10300,0.019585956678906304,5.0
agg_group_15_X181,0.057610291460215374,0.057610291460215374,0.0,True,-0.003069455561876609,0.08564325573378706,-0.4840999961155007,0.48556613278456295,0,0.0,0,0.0,5390,0.010249350145563592,6.0
agg_group_3_X858,0.05732029603524905,0.05732029603524905,0.0,True,0.02412025174406721,0.5412732152315789,-5.569220997040522,11.046962343031305,0,0.0,0,0.0,8278,0.015741024212425864,7.0
agg_group_6_X531,0.057244216282157416,0.057244216282157416,0.0,True,-0.006570106945605159,0.4232793842583133,-2.6353409279060305,2.4045517368792426,0,0.0,0,0.0,2292,0.004358350748354684,8.0
agg_group_5_X860,0.056258822130222125,0.056258822130222125,0.0,True,-0.011380334010629845,0.49542880301790954,-3.193106889147384,3.5267898908844626,0,0.0,0,0.0,5912,0.011241958823853794,9.0
agg_group_29_X731,0.055445202128840805,0.055445202128840805,0.0,True,0.008944194415396524,0.09397868975582299,-0.9001251239291711,1.083515794155724,0,0.0,0,0.0,11330,0.021544552346796936,10.0
agg_group_8_X857,0.05468596363733885,0.05468596363733885,0.0,True,0.0314051734656718,0.4741432221136065,-6.726160348878865,8.183326329359113,0,0.0,0,0.0,8282,0.01574863040919437,11.0
agg_group_9_X598,0.054527755682121384,0.054527755682121384,0.0,True,0.029948519910229794,0.5190383507195736,-2.0,2.0,0,0.0,0,0.0,23511,0.044707323056093796,12.0
agg_group_18_X23,0.05308283572758874,0.05308283572758874,0.0,True,0.0005549817035310689,0.08100857712158478,-0.6179350349131898,0.5706550564830493,0,0.0,0,0.0,7061,0.013426838845607516,13.0
agg_group_11_X26,0.051697030980441185,0.051697030980441185,5.308183025569379e-308,True,-0.00028142281285973403,0.5954908042088798,-21.21695791412446,18.557789943422968,0,0.0,0,0.0,9847,0.018724554894872854,14.0
agg_group_13_X18,0.0495389286089903,0.0495389286089903,5.708024054508557e-283,True,-0.00022814779031199385,0.4606060045935439,-9.341370980297121,12.54836181014641,0,0.0,0,0.0,9944,0.018909005166509157,15.0
agg_group_16_X856,0.04727261815748245,0.04727261815748245,7.771558428310796e-258,True,-0.01292753213428166,0.5946312551328566,-2.5,2.5,0,0.0,0,0.0,778,0.0014794052714746705,16.0
agg_group_82_X187,0.04539333238620719,0.04539333238620719,6.876764299592969e-238,True,0.003465386860021281,0.01732267083630417,-0.18429423196398345,0.23221227680283943,0,0.0,0,0.0,9604,0.018262478441186034,17.0
agg_group_27_X89,0.045064057621546215,0.045064057621546215,1.7735078503883043e-234,True,-0.014755424976481737,0.20413666666069477,-2.4093492250944295,1.8369427565740444,0,0.0,0,0.0,7450,0.014166541481344852,18.0
agg_group_23_X758,0.044715302120784346,0.044715302120784346,6.838629151284148e-231,True,0.0010905812332413268,0.09089196420122844,-0.47535892376250843,0.6205751400092447,0,0.0,167995,0.3194507565313461,10830,0.02059377775073352,19.0
agg_group_22_X224,0.04421809449114454,0.04421809449114454,7.93072993679807e-226,True,-0.08081273706281938,0.4873135501904745,-4.262873027737669,2.989507249451933,0,0.0,0,0.0,10360,0.019700049630433914,20.0
agg_group_53_X690,0.04311974647129485,0.04311974647129485,7.68282936769884e-215,True,0.037558710199923816,0.04302819689298482,-0.6919180848512301,0.4529962718525081,0,0.0,0,0.0,11552,0.02196669626744909,21.0
agg_group_26_X612,0.04303629883019553,0.04303629883019553,5.115528062959179e-214,True,0.08067603635821653,0.0777018795658636,-0.1731828309009854,0.31866766964496573,0,0.0,0,0.0,166,0.0003156571658930531,22.0
agg_group_28_X269,0.04230992330563105,0.04230992330563105,6.434107037654706e-207,True,-0.0003963619775668803,0.12722058412700527,-1.1610563252920256,1.433305526052544,0,0.0,0,0.0,10478,0.01992443243510488,23.0
agg_group_21_X580,0.04179931065869531,0.04179931065869531,5.3306113119470255e-202,True,-0.010110692160834388,0.692407341446661,-11.464108513844671,11.169767279978897,0,0.0,0,0.0,2759,0.005246374221077912,24.0
agg_group_24_X862,0.040827642919763804,0.040827642919763804,8.3340855731320455e-193,True,-0.5205437515377782,0.7134158018229528,-2.5846792738823687,1.2323593897910874,0,0.0,165,0.00031375561670092625,0,0.0,25.0
agg_group_25_X852,0.04068629885231368,0.04068629885231368,1.7387729502760483e-191,True,0.8138013972245757,0.6664455171393042,-4.334684127890636,5.73253802190658,0,0.0,0,0.0,7148,0.013592273625322551,26.0
agg_group_68_X842,0.039927384264761764,0.039927384264761764,1.762233099355161e-184,True,0.005061780479878475,0.06714002451434527,-0.3880597560138864,0.4229442504198805,0,0.0,167995,0.3194507565313461,9268,0.01762355791263142,27.0
agg_group_35_X186,0.039280613435674,0.039280613435674,1.2955278090701293e-178,True,0.004508099499204375,0.054946204972232834,-0.9252124404023222,1.2025963986557817,0,0.0,0,0.0,10015,0.01904401515915016,28.0
agg_group_34_X540,0.03905875168355256,0.03905875168355256,1.2668014104860929e-176,True,0.08131403690333935,0.6927796511018549,-4.466835545527974,6.225135046509752,0,0.0,265785,0.5054032520294284,13599,0.025859167463732704,29.0
agg_group_62_X431,0.03903790863556396,0.03903790863556396,1.945836129508653e-176,True,-0.00021201320626426998,0.028664639385762997,-0.5179483913949349,0.6772224235633041,0,0.0,0,0.0,9407,0.01788787325033705,30.0
agg_group_30_X445,0.03830334038036704,0.03830334038036704,6.23329645987969e-170,True,-0.04190640060897598,0.06420575439816588,-0.30428916910108095,0.17063942329954146,0,0.0,0,0.0,1846,0.00351025980866612,31.0
agg_group_175_X649,0.038190818917406624,0.038190818917406624,6.03018669379108e-169,True,0.0030277834764540837,0.01978000905113458,-0.14452986984338279,0.20355714978485384,0,0.0,0,0.0,12633,0.02402227094413819,32.0
agg_group_33_X504,0.038050034251696827,0.038050034251696827,1.0219404700510625e-167,True,0.0009578632790680467,0.5355030311722638,-17.9051630176808,14.628344538336904,0,0.0,0,0.0,9961,0.01894133150277531,33.0
agg_group_32_X855,0.037702173190174944,0.037702173190174944,1.063881957051362e-164,True,0.7102541813310658,0.6532481955876696,-17.204530697521754,4.116452532408287,0,0.0,0,0.0,10917,0.020759212530448556,34.0
agg_group_36_X361,0.03720954054084416,0.03720954054084416,1.789529917866201e-160,True,0.03454983309348927,0.624322377816656,-6.544229706490562,8.171368101402354,0,0.0,0,0.0,11761,0.022364120048603598,35.0
agg_group_77_X829,0.036714220189934685,0.036714220189934685,2.7899850322587315e-156,True,-0.0004604003687916358,0.0557820226334759,-0.8058090476657892,0.825200299246607,0,0.0,0,0.0,12134,0.023073397897266902,36.0
agg_group_39_X814,0.036329852480332554,0.036329852480332554,4.576582154937172e-153,True,0.002923018675216723,0.2359249197139465,-0.9059681214623025,1.6206534591382566,0,0.0,167995,0.3194507565313461,7762,0.01475982482928842,37.0
agg_group_38_X517,0.036157998921902516,0.036157998921902516,1.2218561145202106e-151,True,-0.005381825346023791,0.7645437956245497,-5.053187454477657,4.675755107940163,0,0.0,0,0.0,1041,0.0019795127090040257,38.0
agg_group_100_X216,0.035926537232958015,0.035926537232958015,9.944713958114483e-150,True,-0.014840875257790698,0.21008301741009525,-2.5865323163881695,1.473219880044615,0,0.0,0,0.0,13063,0.024839937096752723,39.0
agg_group_139_X726,0.03497672196656782,0.03497672196656782,5.1203515534446e-142,True,0.005092336549834682,0.07115710502818541,-1.083695717296445,0.9690146886686454,0,0.0,0,0.0,10668,0.020285726781608976,40.0
agg_group_40_X519,0.03493231190856323,0.03493231190856323,1.1609648438262425e-141,True,0.07193830974302215,0.8865967990449242,-11.743915598712988,21.48409960645808,0,0.0,268236,0.5100639490993312,10217,0.019428128095959778,41.0
agg_group_42_X266,0.034521255928939266,0.034521255928939266,2.1580081887543113e-138,True,-0.0003663795352266854,0.40193351254705273,-9.452184000213535,11.097093827661677,0,0.0,0,0.0,9693,0.01843171631928532,42.0
agg_group_45_X111,0.03444993767713434,0.03444993767713434,7.894579068234338e-138,True,0.002492969346303041,0.35021768767568445,-7.963806655299279,4.869646392612965,0,0.0,0,0.0,9977,0.018971756289849342,43.0
agg_group_97_X686,0.03438708972899323,0.03438708972899323,2.470251047502226e-137,True,-0.0065261609102784945,0.03743027989388595,-0.1848849236799758,0.1559882954480043,0,0.0,0,0.0,4791,0.009110322179479623,44.0
agg_group_43_X588,0.03429852561888947,0.03429852561888947,1.2283777100451602e-136,True,-0.0034461374659454226,0.7349653482027222,-4.332339584682133,4.760289921848815,0,0.0,0,0.0,9447,0.01796393521802212,45.0
agg_group_41_X583,0.03412015486713785,0.03412015486713785,3.067883964435153e-135,True,-0.022652018788151148,0.7261308055468645,-7.667520000000002,8.120711111111117,0,0.0,330908,0.6292378400683036,14425,0.027429847096429462,46.0
agg_group_54_X203,0.033912431829850403,0.033912431829850403,1.2739161345503892e-133,True,-0.05058398153892987,0.1421417898819183,-0.7537380431792255,0.6828510572181075,0,0.0,0,0.0,4370,0.008309769969594228,47.0
agg_group_183_X673,0.033764787809971115,0.033764787809971115,1.7757605196493325e-132,True,0.0025141825627676938,0.014635310467244528,-0.08125457542536343,0.1379438733212573,0,0.0,0,0.0,10325,0.019633495408709477,48.0
agg_group_193_X262,0.03322988308448377,0.03322988308448377,2.2549665049854625e-128,True,0.0004836788690817589,0.02773660292857824,-0.09376520254584253,0.09286241732585859,0,0.0,0,0.0,712,0.0013539030247943,49.0
agg_group_167_X837,0.03311761329053414,0.03311761329053414,1.607518754709604e-127,True,-0.0022543293929913654,0.05716887612878704,-0.4112806427182256,0.6859553406365635,0,0.0,0,0.0,9867,0.01876258587871539,50.0
agg_group_55_X147,0.03289043374529011,0.03289043374529011,8.383513861721345e-126,True,0.0016517883674326632,0.23734968688793254,-5.168190741855026,3.8012877191446792,0,0.0,0,0.0,10262,0.019513697809605487,51.0
agg_group_48_X576,0.03281278968326802,0.03281278968326802,3.218381223570315e-125,True,-0.02862035731799589,0.9948161575524453,-11.993173333333335,14.097635555555563,0,0.0,341435,0.6492554484138228,12394,0.023567800687219878,52.0
agg_group_61_X163,0.03247046046499444,0.03247046046499444,1.1666966324192702e-122,True,3.2224937527892452e-06,0.0724304765520605,-0.9332767851374308,0.8111002457636887,0,0.0,0,0.0,10117,0.019237973176747095,53.0
agg_group_7_X287,0.03243727274940524,0.03243727274940524,2.0589730125706244e-122,True,0.0004626314525068221,0.002219515592811129,-0.03765003676861199,0.023446490113932662,0,0.0,0,0.0,6729,0.01279552451382141,54.0
agg_group_50_X384,0.03242913932968923,0.03242913932968923,2.3663010419609444e-122,True,0.020442899072416008,0.15054545775266467,-1.0028800665804671,1.0722611854641633,0,0.0,0,0.0,7869,0.014963290592845992,55.0
agg_group_31_X373,0.03238071452669479,0.03238071452669479,5.413546124310139e-122,True,0.004672165826040146,0.04745193163080481,-0.29424602762324326,0.3309941032718485,0,0.0,0,0.0,7943,0.015104005233063376,56.0
agg_group_159_X746,0.032074927490978705,0.032074927490978705,9.787384561569453e-120,True,0.0003084299721592245,0.04820649347922097,-0.3567020738494404,0.36662744292935057,0,0.0,167995,0.3194507565313461,11157,0.021215584336558995,57.0
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agg_group_47_X238,0.03189897016856753,0.03189897016856753,1.904643310441581e-118,True,-7.459923437896416e-05,0.03184350921772049,-1.488023022256113,2.0393287512940237,0,0.0,0,0.0,9981,0.018979362486617846,59.0
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agg_group_88_X237,0.030564069624023936,0.030564069624023936,6.750967122362417e-109,True,5.767331126083555e-05,0.0328586471994906,-2.3122161942243027,3.1491897166861014,0,0.0,0,0.0,9850,0.018730259542449234,67.0
agg_group_78_X880,0.030414749344322825,0.030414749344322825,7.451355169030993e-108,True,0.2199353237041383,0.22731981639801652,-0.03501742728070795,3.1969140929194766,0,0.0,0,0.0,9824,0.018680819263453937,68.0
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agg_group_269_order_flow_imbalance,0.006159283606530343,0.006159283606530343,7.946318797815562e-06,True,-0.2453768987609267,0.0977545547208392,-0.5027527601931696,0.010294251896637907,0,0.0,26,4.944027899529747e-05,0,0.0,274.0
agg_group_270_X213,0.006027340837544057,0.006027340837544057,1.2371258446258766e-05,True,0.012377937247188003,0.5967019599979007,-20.094840560846247,27.79754230738835,0,0.0,0,0.0,9588,0.018232053654112006,275.0
agg_group_221_X326,0.005762906899671962,0.005762906899671962,2.925705070459876e-05,True,-0.0012914260768609428,0.054345694957952516,-0.8349522047151219,0.6429123209114209,0,0.0,0,0.0,11941,0.022706398903186428,276.0
agg_group_277_X743,0.0054711058912251045,0.0054711058912251045,7.261208856935448e-05,True,-0.01723140545154601,0.7481957432050212,-9.978624929007685,9.814635412252525,0,0.0,320877,0.6101634001220795,14598,0.027758815106667403,277.0
agg_group_302_X808,0.005393573624237427,0.005393573624237427,9.178755560934531e-05,True,0.004865305130836622,0.05939907765587559,-0.44631073225611795,0.334019768308186,0,0.0,0,0.0,8298,0.0157790551962684,278.0
agg_group_278_X259,0.0053586658138714445,0.0053586658138714445,0.00010190132042618428,True,-0.00043705075066985616,0.5600379889239121,-4.501197480252417,4.46508756371046,0,0.0,0,0.0,7416,0.01410188880881254,279.0
agg_group_279_X308,0.00534034257442587,0.00534034257442587,0.00010762232684779927,True,-0.05416883642142592,0.7576707698255827,-14.113835970736531,13.252517109294107,0,0.0,0,0.0,11975,0.022771051575718737,280.0
agg_group_280_X591,0.005202253581104186,0.005202253581104186,0.00016156147760934694,True,0.017736418051786797,0.7394771059389182,-7.436728888888886,9.261991111111112,0,0.0,455060,0.8653189753692333,17709,0.03367453464337396,281.0
agg_group_309_X792,0.005184158101074281,0.005184158101074281,0.0001702753578873129,True,0.0033486264244732464,0.17102940387441956,-2.3758605980170584,2.450523985789,0,0.0,0,0.0,10132,0.019266496414629,282.0
agg_group_281_X527,0.005158103286663351,0.005158103286663351,0.00018360137638848332,True,0.08749706268518101,1.0059351922254662,-12.289706666666667,13.280462222222221,0,0.0,326059,0.6200172280356807,12997,0.024714434850072353,283.0
agg_group_282_X252,0.00515208968271676,0.00515208968271676,0.00018681337443949748,True,0.0007857452491407169,0.59660951540885,-3.924801341525069,4.407976494011917,0,0.0,0,0.0,5737,0.010909187715231599,284.0
agg_group_283_liquidity_ratio,0.005108214037839909,0.005108214037839909,0.00021189717202471794,True,36719.818880946936,5863234.474076948,1.7496990226054408e-07,968000000.0,0,0.0,0,0.0,26,4.944027899529747e-05,285.0
agg_group_316_X616,0.005046082597217362,0.005046082597217362,0.00025286947169946244,True,0.00023330107971470854,0.0720113056483688,-2.9537277607441133,3.2420145956630604,0,0.0,0,0.0,7639,0.014525934278656822,286.0
agg_group_284_X72,0.0049679650800335635,0.0049679650800335635,0.00031494601333475884,True,0.11803746690345167,0.5318860794260133,-5.09189993550451,8.674748557836688,0,0.0,0,0.0,9379,0.0178346298729575,287.0
agg_group_286_X620,0.004915890948794204,0.004915890948794204,0.00036396421519328196,True,0.13839459536990956,0.715305985491924,-14.09123415203706,27.335422173868427,0,0.0,43397,0.08252153029072785,11344,0.02157117403548671,288.0
agg_group_288_X391,0.004887673001145214,0.004887673001145214,0.0003934201179196546,True,0.044959902955309446,0.5115777646955411,-7.515030088280615,6.684777229526113,0,0.0,0,0.0,14045,0.026707258403421266,289.0
agg_group_290_X537,0.004721675034502699,0.004721675034502699,0.0006168882191173924,True,0.005692486315304431,1.0548249267265069,-11.183260308538843,6.256669416903858,0,0.0,51854,0.09860293180854442,10222,0.019437635841920414,290.0
agg_group_291_X779,0.004581127423623524,0.004581127423623524,0.0008932519445240212,True,-0.027315654808826837,0.7287356510867589,-9.889090635998162,7.1289891388274205,0,0.0,348793,0.6632470473694919,14919,0.028369212397340113,291.0
agg_group_292_X571,0.004565121121850348,0.004565121121850348,0.0009311382685412515,True,-0.022705179680552436,0.8581255674586356,-21.02442666666665,21.442559999999986,0,0.0,482432,0.9173681798561288,9152,0.017402978206344708,292.0
agg_group_293_X645,0.004458670578635313,0.004458670578635313,0.0012234752961924286,True,-0.09469230269764645,0.6848864094523585,-88.80987118755402,-6.531358352843016e-16,0,0.0,0,0.0,1545,0.0029378935018359456,293.0
agg_group_98_X602,-0.004442825769860211,0.004442825769860211,0.001273615300001647,True,-0.002196516220399727,0.08753470097657229,-0.450601549954015,0.4703555430966635,0,0.0,0,0.0,2589,0.0049231108584163515,294.0
agg_group_331_X335,0.004419625745930271,0.004419625745930271,0.0013504597355299087,True,-1.3406619793414793e-05,0.11931973341163488,-1.0805754900986806,0.8694903532719008,0,0.0,0,0.0,7208,0.013706366576850159,295.0
agg_group_311_X621,0.004397813033046639,0.004397813033046639,0.001426588290417153,True,0.006282875770585979,0.15486584638688045,-3.444915863228971,5.508938954549422,0,0.0,0,0.0,6127,0.011650791900161061,296.0
agg_group_294_X597,0.0043879317868451406,0.0043879317868451406,0.0014623603800018664,True,0.053717038745566374,0.6708491451482125,0.0,115.47352649097019,0,0.0,28,5.324337737955112e-05,1649,0.0031356546178171354,297.0
agg_group_248_X801,-0.004165499182012766,0.004165499182012766,0.0025215328651088933,True,-0.0027529352122521696,0.06773332452219741,-0.6831387695988883,0.7624834016310806,0,0.0,0,0.0,10021,0.01905542445430292,298.0
agg_group_310_X624,0.004151254905230816,0.004151254905230816,0.0026089042951626777,True,0.0035049675216364666,0.1373609221603422,-15.501033079249467,17.080781982295523,0,0.0,0,0.0,3670,0.0069786855351054505,299.0
agg_group_297_buy_sell_ratio,0.0038328322728427722,0.0038328322728427722,0.00544427430248004,True,-1.502055808258623,2.1140972921108547,-171.38290197443908,-0.0,0,0.0,26,4.944027899529747e-05,7361,0.013997303603245564,300.0
agg_group_49_X773,-0.003809203153373639,0.003809203153373639,0.0057384473872383055,True,-0.001303176674707133,0.08562882810563535,-1.1590551652134182,1.8364602680735627,0,0.0,0,0.0,10184,0.019365376972619593,301.0
agg_group_298_X843,0.0037902397742158797,0.0037902397742158797,0.005984819408072514,True,-0.05357335994879997,0.6874928431299907,-6.293125976985079,6.208972277300265,0,0.0,320937,0.610277493073607,15300,0.029093702639540434,302.0
agg_group_19_X198,0.003674800638624437,0.003674800638624437,0.007701189682502929,True,0.012178959772400907,0.03288867755826938,-0.35444626758482517,0.28464926126092727,0,0.0,0,0.0,7745,0.014727498493022266,303.0
agg_group_299_X633,0.0035188671566097297,0.0035188671566097297,0.010716301445439587,True,-0.06586216795225637,0.9225872426711684,-51.6144742881756,-3.940571549835817e-32,0,0.0,0,0.0,1633,0.0031052298307431064,304.0
agg_group_300_X648,0.0035117669053162403,0.0035117669053162403,0.010875707670538255,True,-0.059800093939066365,1.0938025169684016,-222.02445558806323,-3.265679176421508e-16,0,0.0,0,0.0,443,0.0008423862921121838,305.0
agg_group_301_X551,0.003331454741458525,0.003331454741458525,0.015696046780329487,True,-0.0025026888174927765,0.9963607567826751,-18.003249864315073,57.5147507293635,0,0.0,52590,0.10000247201394977,8918,0.016958015695387033,306.0
agg_group_303_X734,0.003328231538286187,0.003328231538286187,0.01579708818217148,True,-0.00020899913206614523,0.5925950194261527,-6.685092785821063,6.194803189544816,0,0.0,167995,0.3194507565313461,11079,0.0210672634995731,307.0
agg_group_304_X389,0.003239395154835977,0.003239395154835977,0.018816460396845765,True,-0.05021478802401136,0.8858844140806056,-21.30178553419906,24.75522725129738,0,0.0,0,0.0,7936,0.01509069438871849,308.0
agg_group_305_X747,0.0032029624219608805,0.0032029624219608805,0.02019383026170315,True,-0.019048406010039064,0.7519492820805531,-9.709933542829697,9.35210847070478,0,0.0,319045,0.6066797620021032,14905,0.028342590708650337,309.0
agg_group_274_X733,0.0031547223974616955,0.0031547223974616955,0.022152436808416658,True,-0.00020364505326149165,0.060130982330727,-2.4319331318858426,1.8086910092308064,0,0.0,1379,0.002622236335942893,10197,0.01939009711211724,310.0
agg_group_307_X847,0.0030809994038687063,0.0030809994038687063,0.025464576887893484,True,0.04588344981075118,0.6577432435872138,-1.3653333333333333,1.3653333333333333,0,0.0,242580,0.46127780302612537,0,0.0,311.0
agg_group_312_effective_spread_proxy,0.00280868848193676,0.00280868848193676,0.04166951059668908,True,-0.3118019596039396,0.21363875253128511,-0.9953115965085024,-0.0,0,0.0,30,5.704647576380477e-05,240,0.0004563718061104382,312.0
agg_group_313_X584,0.0027885537822756237,0.0027885537822756237,0.04315523819051785,True,-0.01976069420912773,0.4929231756795673,-6.657173333333328,4.620906666666665,0,0.0,461467,0.8775022010431899,15809,0.03006159117833299,313.0
agg_group_314_X803,0.0027540251228215444,0.0027540251228215444,0.045807281794468524,True,0.015137706449040427,0.7325584845952102,-9.917187966946111,9.522577087424246,0,0.0,327681,0.6231015408253103,13781,0.026205249416699786,314.0
agg_group_315_X636,0.0027157859073203183,0.0027157859073203183,0.048903230306326526,True,0.006385992155128904,0.3280010371384534,-57.89663493520033,8.38662648699669,0,0.0,0,0.0,1224,0.0023274962111632345,315.0
agg_group_317_X577,0.002515018470042229,0.002515018470042229,0.06817606492769812,False,0.029414427222747275,0.6617424984712527,-10.67093333333334,12.497208888888888,0,0.0,469160,0.8921308189782216,12026,0.022868030584517206,316.0
agg_group_319_X390,0.0023214346148472,0.0023214346148472,0.09228650803971579,False,-0.01259637339065617,0.5064840734917524,-11.065245276185356,10.208220137910608,0,0.0,0,0.0,11245,0.021382920665466154,317.0
agg_group_320_X143,0.0019933391640393327,0.0019933391640393327,0.14830934638917592,False,0.014042488733927777,0.5381916423178036,-14.027802221508026,15.747126360850631,0,0.0,0,0.0,11904,0.022636041583077735,318.0
agg_group_321_X874,0.001911178092995772,0.001911178092995772,0.16576297300058748,False,-0.33862223584560186,0.6487028015409937,-156.36267396844337,-0.026977778031153456,0,0.0,0,0.0,749,0.0014242603449029926,319.0
agg_group_322_X787,0.0018770626506715718,0.0018770626506715718,0.17344812192467454,False,0.026174657938480474,0.673370793414488,-6.394769598722736,6.402559132857986,0,0.0,349280,0.6641731018260577,16011,0.030445704115142608,320.0
agg_group_323_X791,0.0018047978250534404,0.0018047978250534404,0.19060127830921267,False,-0.007153129524040148,0.7226690618503103,-9.984173414689327,9.983842469498606,0,0.0,329339,0.6262543093858567,13100,0.024910294416861416,321.0
agg_group_324_X799,0.0017605402318868956,0.0017605402318868956,0.20170546391198055,False,0.013570088057176955,0.7329019414404113,-9.630423889383975,9.769447921969316,0,0.0,328182,0.624054216970566,13559,0.02578310549604763,322.0
agg_group_325_X642,0.0017286660923145293,0.0017286660923145293,0.20998990886470723,False,-0.1477473701765704,0.7528289735866118,-55.50611389701581,-4.901898921572047e-16,0,0.0,0,0.0,3922,0.0074578759315214104,323.0
agg_group_326_X627,0.001535519450341619,0.001535519450341619,0.2654821464972896,False,-0.13940944252406628,0.6678974945165495,-25.8072371440878,-1.8385324449471996e-31,0,0.0,0,0.0,8415,0.016001536451747237,324.0
agg_group_327_X534,0.0013293427861043247,0.0013293427861043247,0.33503999838789145,False,-0.0769868888113875,0.7483119194793079,-7.6972266666666656,5.567422222222223,0,0.0,321171,0.6107224555845647,14364,0.027313852595709724,325.0
agg_group_126_X14,-0.0013071096362601258,0.0013071096362601258,0.34318607242962285,False,-0.0029171318754925824,0.03983027363173767,-0.22661990047926633,0.22686076890148577,0,0.0,0,0.0,3331,0.006334060358974457,326.0
agg_group_218_sell_qty,-0.0012531081518754672,0.0012531081518754672,0.36349371914896667,False,-31.004092405139897,87.65422769557611,-6206.515875375711,765.4444186632355,0,0.0,26,4.944027899529747e-05,6466,0.012295417076292055,327.0
agg_group_328_X101,0.0011613177208819278,0.0011613177208819278,0.39969647397935776,False,-0.006754446759952564,0.4986193385585259,-21.31925246705623,17.283921916365202,0,0.0,0,0.0,11604,0.022065576825439685,328.0
agg_group_329_X783,0.0010980644199857091,0.0010980644199857091,0.4258614999530933,False,-0.026280041079526882,0.705574416483539,-8.87738713143167,6.421943741028244,0,0.0,348123,0.661973009410767,15441,0.029361821075630318,329.0
agg_group_330_X790,0.0010510546274008245,0.0010510546274008245,0.4459389187171299,False,-0.0007066672547374234,0.6344064014826916,-5.8864743051800135,7.01392719809397,0,0.0,167995,0.3194507565313461,9843,0.018716948698104346,330.0
agg_group_332_volume_weighted_sell,0.000920180159340804,0.000920180159340804,0.5045834532356128,False,209097.13700688124,2947122.230886185,0.0,447679172.44703,0,0.0,26,4.944027899529747e-05,1837,0.003493145865936979,331.0
agg_group_234_X718,-0.0005341194295108812,0.0005341194295108812,0.6985102967482502,False,0.0011576065251494147,0.057350669560741446,-0.7761277268829454,0.7376583134105161,0,0.0,0,0.0,9890,0.018806321510134307,332.0
agg_group_333_X462,0.00043370218338843573,0.00043370218338843573,0.753132427190853,False,-0.10176993989707087,0.6247382502902573,-11.878761048888318,10.362470985428631,0,0.0,0,0.0,10970,0.020859994637631277,333.0
agg_group_334_X575,0.00035972505129474425,0.00035972505129474425,0.7941965848074496,False,0.03459273003938533,0.989144747177318,-12.701440000000005,13.350399999999993,0,0.0,297721,0.5661311270291907,12524,0.023815002082196366,334.0
agg_group_335_X541,0.00027286465365741665,0.00027286465365741665,0.8431423129874335,False,-0.11762803738305887,1.0509705426104716,-9.50654222222222,8.566426666666665,0,0.0,317937,0.6045728454972266,14076,0.0267662064283772,335.0
agg_group_336_X795,0.00018470213595348826,0.00018470213595348826,0.8934483584779224,False,0.011757578239819336,0.7289369982520779,-9.981257395035879,9.891040559639755,0,0.0,328066,0.6238336372642792,13278,0.025248770173059994,336.0
agg_group_110_X609,0.00015403666290762948,0.00015403666290762948,0.9110579925728642,False,0.009895383817797785,0.051249231412523535,-0.2378343276361805,0.26996780326257774,0,0.0,0,0.0,2400,0.0045637180611043816,337.0
agg_group_337_X544,4.211922161061338e-05,4.211922161061338e-05,0.9756332246309057,False,-0.0009712883531128696,0.989002301035965,-19.979487374060174,68.15902017285349,0,0.0,52550,0.0999264100462647,7914,0.015048860306491699,338.0