APS Failure Training Data Profile

Top 10 Rows

classaa_000ab_000ac_000ad_000ae_000af_000ag_000ag_001ag_002ag_003ag_004ag_005ag_006ag_007ag_008ag_009ah_000ai_000aj_000ak_000al_000am_0an_000ao_000ap_000aq_000ar_000as_000at_000au_000av_000ax_000ay_000ay_001ay_002ay_003ay_004ay_005ay_006ay_007ay_008ay_009az_000az_001az_002az_003az_004az_005az_006az_007az_008az_009ba_000ba_001ba_002ba_003ba_004ba_005ba_006ba_007ba_008ba_009bb_000bc_000bd_000be_000bf_000bg_000bh_000bi_000bj_000bk_000bl_000bm_000bn_000bo_000bp_000bq_000br_000bs_000bt_000bu_000bv_000bx_000by_000bz_000ca_000cb_000cc_000cd_000ce_000cf_000cg_000ch_000ci_000cj_000ck_000cl_000cm_000cn_000cn_001cn_002cn_003cn_004cn_005cn_006cn_007cn_008cn_009co_000cp_000cq_000cr_000cs_000cs_001cs_002cs_003cs_004cs_005cs_006cs_007cs_008cs_009ct_000cu_000cv_000cx_000cy_000cz_000da_000db_000dc_000dd_000de_000df_000dg_000dh_000di_000dj_000dk_000dl_000dm_000dn_000do_000dp_000dq_000dr_000ds_000dt_000du_000dv_000dx_000dy_000dz_000ea_000eb_000ec_00ed_000ee_000ee_001ee_002ee_003ee_004ee_005ee_006ee_007ee_008ee_009ef_000eg_000
neg 76698 nan 2130706438.0 280.0 0.0 0.0 0.0 0.0 0.0 0.0 37250.0 1432864.0 3664156.0 1007684.0 25896.0 0.0 2551696.0 0.0 0.0 0.0 0.0 0.0 4933296.0 3655166.0 1766008.0 1132040.0 0.0 0.0 0.0 0.0 1012.0 268.0 0.0 0.0 0.0 0.0 0.0 469014.0 4239660.0 703300.0 755876.0 0.0 5374.0 2108.0 4114.0 12348.0 615248.0 5526276.0 2378.0 4.0 0.0 0.0 2328746.0 1022304.0 415432.0 287230.0 310246.0 681504.0 1118814.0 3574.0 0.0 0.0 6700214.0 0.0 10.0 108.0 50.0 2551696.0 97518.0 947550.0 799478.0 330760.0 353400.0 299160.0 305200.0 283680.0 nan nan nan 178540.0 76698.08 6700214.0 6700214.0 6599892.0 43566.0 68656.0 54064.0 638360.0 6167850.0 1209600.0 246244.0 2.0 96.0 0.0 5245752.0 0.0 916567.68 6.0 1924.0 0.0 0.0 0.0 118196.0 1309472.0 3247182.0 1381362.0 98822.0 11208.0 1608.0 220.0 240.0 6700214.0 nan 10476.0 1226.0 267998.0 521832.0 428776.0 4015854.0 895240.0 26330.0 118.0 0.0 532.0 734.0 4122704.0 51288.0 0.0 532572.0 0.0 18.0 5330690.0 4732.0 1126.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 62282.0 85908.0 32790.0 0.0 0.0 202710.0 37928.0 14745580.0 1876644.0 0.0 0.0 0.0 0.0 2801180.0 2445.8 2712.0 965866.0 1706908.0 1240520.0 493384.0 721044.0 469792.0 339156.0 157956.0 73224.0 0.0 0.0 0.0
neg 33058 nan 0.0 nan 0.0 0.0 0.0 0.0 0.0 0.0 18254.0 653294.0 1720800.0 516724.0 31642.0 0.0 1393352.0 0.0 68.0 0.0 0.0 0.0 2560898.0 2127150.0 1084598.0 338544.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 71510.0 772720.0 1996924.0 99560.0 0.0 7336.0 7808.0 13776.0 13086.0 1010074.0 1873902.0 14726.0 6.0 0.0 0.0 1378576.0 447166.0 199512.0 154298.0 137280.0 138668.0 165908.0 229652.0 87082.0 4708.0 3646660.0 86.0 454.0 364.0 350.0 1393352.0 49028.0 688314.0 392208.0 341420.0 359780.0 366560.0 nan nan nan nan nan 6700.0 33057.51 3646660.0 3646660.0 3582034.0 17733.0 260120.0 115626.0 6900.0 2942850.0 1209600.0 0.0 nan nan nan 2291079.36 0.0 643536.96 0.0 0.0 0.0 0.0 38.0 98644.0 1179502.0 1286736.0 336388.0 36294.0 5192.0 56.0 nan 0.0 3646660.0 nan 6160.0 796.0 164860.0 350066.0 272956.0 1837600.0 301242.0 9148.0 22.0 0.0 nan nan nan nan nan nan nan nan nan 3312.0 522.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 33736.0 36946.0 5936.0 0.0 0.0 103330.0 16254.0 4510080.0 868538.0 0.0 0.0 0.0 0.0 3477820.0 2211.76 2334.0 664504.0 824154.0 421400.0 178064.0 293306.0 245416.0 133654.0 81140.0 97576.0 1500.0 0.0 0.0
neg 41040 nan 228.0 100.0 0.0 0.0 0.0 0.0 0.0 0.0 1648.0 370592.0 1883374.0 292936.0 12016.0 0.0 1234132.0 0.0 0.0 0.0 0.0 0.0 2371990.0 2173634.0 300796.0 153698.0 0.0 0.0 0.0 0.0 358.0 110.0 0.0 0.0 0.0 0.0 0.0 0.0 870456.0 239798.0 1450312.0 0.0 1620.0 1156.0 1228.0 34250.0 1811606.0 710672.0 34.0 0.0 0.0 0.0 790690.0 672026.0 332340.0 254892.0 189596.0 135758.0 103552.0 81666.0 46.0 0.0 2673338.0 128.0 202.0 576.0 4.0 1234132.0 28804.0 160176.0 139730.0 137160.0 130640.0 nan nan nan nan nan nan 28000.0 41040.08 2673338.0 2673338.0 2678534.0 15439.0 7466.0 22436.0 248240.0 2560566.0 1209600.0 63328.0 0.0 124.0 0.0 2322692.16 0.0 236099.52 0.0 0.0 0.0 0.0 0.0 33276.0 1215280.0 1102798.0 196502.0 10260.0 2422.0 28.0 0.0 6.0 2673338.0 nan 3584.0 500.0 56362.0 149726.0 100326.0 1744838.0 488302.0 16682.0 246.0 0.0 230.0 292.0 2180528.0 29188.0 22.0 20346.0 0.0 0.0 2341048.0 1494.0 152.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 13876.0 38182.0 8138.0 0.0 0.0 65772.0 10534.0 300240.0 48028.0 0.0 0.0 0.0 0.0 1040120.0 1018.64 1020.0 262032.0 453378.0 277378.0 159812.0 423992.0 409564.0 320746.0 158022.0 95128.0 514.0 0.0 0.0
neg 12 0.0 70.0 66.0 0.0 10.0 0.0 0.0 0.0 318.0 2212.0 3232.0 1872.0 0.0 0.0 0.0 2668.0 0.0 0.0 0.0 642.0 3894.0 10184.0 7554.0 10764.0 1014.0 0.0 0.0 0.0 0.0 60.0 6.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2038.0 5596.0 0.0 64.0 6.0 6.0 914.0 76.0 2478.0 2398.0 1692.0 0.0 0.0 6176.0 340.0 304.0 102.0 74.0 406.0 216.0 16.0 0.0 0.0 21614.0 2.0 12.0 0.0 0.0 2668.0 184.0 7632.0 3090.0 nan nan nan nan nan nan nan nan 10580.0 12.69 21614.0 21614.0 21772.0 32.0 50.0 1994.0 21400.0 7710.0 1209600.0 302.0 2.0 6.0 0.0 2135.04 0.0 4525.44 2.0 16.0 0.0 52.0 2544.0 1894.0 2170.0 822.0 152.0 0.0 0.0 0.0 2.0 2.0 21614.0 0.0 1032.0 6.0 24.0 656.0 692.0 4836.0 388.0 0.0 0.0 0.0 138.0 8.0 1666.0 72.0 0.0 12.0 0.0 0.0 2578.0 76.0 62.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 232.0 0.0 0.0 2014.0 370.0 48.0 18.0 15740.0 1822.0 20174.0 44.0 0.0 0.0 0.0 1.08 54.0 5670.0 1566.0 240.0 46.0 58.0 44.0 10.0 0.0 0.0 0.0 4.0 32.0
neg 60874 nan 1368.0 458.0 0.0 0.0 0.0 0.0 0.0 0.0 43752.0 1966618.0 1800340.0 131646.0 4588.0 0.0 1974038.0 0.0 226.0 0.0 0.0 0.0 3230626.0 2618878.0 1058136.0 551022.0 0.0 0.0 0.0 0.0 1788.0 642.0 0.0 0.0 0.0 0.0 42124.0 372236.0 2128914.0 819596.0 584074.0 0.0 1644.0 362.0 562.0 842.0 30194.0 3911734.0 1606.0 0.0 0.0 0.0 1348578.0 1035668.0 338762.0 236540.0 182278.0 151778.0 163248.0 470800.0 19292.0 0.0 4289260.0 448.0 556.0 642.0 2.0 1974038.0 86454.0 653692.0 399410.0 306780.0 282560.0 274180.0 nan nan nan nan nan 189000.0 60874.03 4289260.0 4289260.0 4283332.0 24793.0 17052.0 61844.0 654700.0 3946944.0 1209600.0 135720.0 0.0 152.0 0.0 3565684.8 0.0 379111.68 0.0 746.0 0.0 0.0 356.0 378910.0 2497104.0 993000.0 64230.0 10482.0 2776.0 86.0 202.0 212.0 4289260.0 nan 3942.0 520.0 80950.0 227322.0 186242.0 2288268.0 1137268.0 22228.0 204.0 0.0 1716.0 1664.0 3440288.0 215826.0 0.0 4262.0 0.0 0.0 3590004.0 2026.0 444.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 44946.0 62648.0 11506.0 0.0 0.0 149474.0 35154.0 457040.0 80482.0 98334.0 27588.0 0.0 0.0 21173050.0 1116.06 1176.0 404740.0 904230.0 622012.0 229790.0 405298.0 347188.0 286954.0 311560.0 433954.0 1218.0 0.0 0.0
neg 38312 nan 2130706432.0 218.0 0.0 0.0 0.0 0.0 0.0 0.0 9128.0 701702.0 1462836.0 449716.0 39000.0 660.0 1087760.0 0.0 0.0 0.0 0.0 0.0 2283060.0 1892752.0 469244.0 347054.0 0.0 0.0 0.0 0.0 1142.0 452.0 0.0 0.0 0.0 0.0 0.0 280112.0 1160742.0 774914.0 447274.0 0.0 1580.0 680.0 886.0 1270.0 42450.0 2615652.0 524.0 0.0 0.0 0.0 1037372.0 710296.0 244992.0 145738.0 99242.0 70704.0 90386.0 260950.0 3362.0 0.0 2752812.0 474.0 2974.0 502.0 4.0 1087760.0 37720.0 250044.0 218150.0 186500.0 222800.0 nan nan nan nan nan nan 55280.0 38312.45 2752812.0 2752812.0 2762528.0 14994.0 21730.0 30254.0 328460.0 2663042.0 1209600.0 74986.0 2.0 50.0 0.0 2379996.48 0.0 281297.28 2.0 404.0 0.0 0.0 366.0 171324.0 978164.0 1182246.0 302306.0 23856.0 4580.0 200.0 2.0 18.0 2752812.0 nan 3812.0 530.0 73228.0 155666.0 95538.0 1874972.0 443538.0 15672.0 86.0 0.0 400.0 1318.0 2028182.0 283762.0 0.0 3026.0 0.0 12.0 2393142.0 1628.0 44.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 21304.0 73432.0 16092.0 0.0 0.0 52748.0 12092.0 10244700.0 1126020.0 0.0 0.0 0.0 0.0 0.0 1013.14 1100.0 301078.0 481542.0 388574.0 288278.0 900430.0 300412.0 1534.0 338.0 856.0 0.0 0.0 0.0
neg 14 0.0 6.0 nan 0.0 0.0 0.0 0.0 0.0 0.0 1202.0 3766.0 1150.0 0.0 0.0 0.0 2094.0 0.0 0.0 0.0 0.0 0.0 12460.0 11044.0 2292.0 402.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6118.0 0.0 1484.0 14.0 24.0 16.0 88.0 4492.0 0.0 0.0 0.0 0.0 4332.0 646.0 316.0 54.0 140.0 444.0 122.0 16.0 14.0 34.0 14764.0 0.0 0.0 0.0 0.0 2094.0 124.0 1074.0 1206.0 nan nan nan nan nan nan nan nan 2200.0 13.71 14764.0 14764.0 15690.0 26.0 200.0 1412.0 14620.0 6158.0 1209600.0 0.0 nan nan nan 1989.12 0.0 2989.44 0.0 26.0 0.0 0.0 520.0 1144.0 3912.0 422.0 114.0 6.0 0.0 0.0 nan 0.0 14764.0 0.0 1228.0 20.0 176.0 654.0 556.0 1402.0 1474.0 608.0 0.0 0.0 nan nan nan nan nan nan nan nan nan 32.0 50.0 0.0 0.0 0.0 64.0 0.0 0.0 0.0 0.0 122.0 0.0 0.0 0.0 0.0 62.0 24.0 4200.0 1184.0 0.0 0.0 0.0 0.0 0.0 374.44 62.0 4252.0 1562.0 168.0 48.0 60.0 28.0 0.0 0.0 0.0 0.0 0.0 0.0
neg 102960 nan 2130706432.0 116.0 0.0 0.0 0.0 0.0 0.0 0.0 2130.0 142462.0 4227340.0 1674278.0 59718.0 876.0 2738458.0 0.0 0.0 0.0 0.0 0.0 5586558.0 4916376.0 1193648.0 568900.0 0.0 0.0 0.0 0.0 182.0 34.0 0.0 0.0 0.0 0.0 0.0 34444.0 1558518.0 3996204.0 517638.0 0.0 6634.0 6406.0 12848.0 34152.0 427644.0 5618652.0 468.0 0.0 0.0 0.0 1699220.0 1550888.0 619780.0 445704.0 323882.0 261558.0 337086.0 868682.0 4.0 0.0 6781222.0 16.0 20.0 236.0 12.0 2738458.0 78114.0 872308.0 319140.0 214220.0 186520.0 171320.0 214900.0 258980.0 nan nan nan 137860.0 102960.88 6781222.0 6781222.0 6800488.0 44417.0 3180.0 67254.0 721460.0 6106804.0 1209600.0 173620.0 2.0 116.0 0.0 5587531.2 0.0 515482.56 142.0 1394.0 0.0 0.0 0.0 25100.0 1693440.0 3593600.0 756974.0 29974.0 7430.0 286.0 6.0 10.0 6781222.0 nan 7650.0 950.0 59058.0 298814.0 126308.0 4436996.0 1138924.0 37752.0 352.0 0.0 212.0 110.0 5479566.0 97096.0 0.0 18316.0 1240.0 12.0 5623074.0 2908.0 362.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 47130.0 167572.0 51922.0 0.0 0.0 133502.0 26976.0 14438160.0 1487036.0 0.0 0.0 0.0 0.0 3537310.0 2018.08 2168.0 543294.0 907360.0 715518.0 384948.0 915978.0 1052166.0 1108672.0 341532.0 129504.0 7832.0 0.0 0.0
neg 78696 nan 0.0 nan 0.0 0.0 0.0 0.0 0.0 0.0 458.0 440704.0 4398806.0 2179182.0 144418.0 808.0 3209768.0 0.0 80.0 0.0 0.0 0.0 6289144.0 5590784.0 1256914.0 579650.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 15198.0 123920.0 898176.0 1096132.0 5030950.0 0.0 5574.0 1170.0 2110.0 3372.0 61402.0 7090548.0 174.0 20.0 4.0 2.0 3982850.0 1580644.0 567792.0 293120.0 231626.0 372878.0 135466.0 0.0 0.0 0.0 7547346.0 0.0 42.0 50.0 960.0 3209768.0 113418.0 554154.0 700112.0 194720.0 202340.0 222840.0 181400.0 187820.0 211420.0 nan nan 43560.0 78696.21 7547346.0 7547346.0 7544078.0 27982.0 186404.0 20680.0 276200.0 7164376.0 1209600.0 0.0 nan nan nan 5363481.6 0.0 1793106.24 2.0 938.0 0.0 0.0 0.0 24898.0 1446554.0 3471774.0 1999718.0 206518.0 13860.0 1054.0 nan 0.0 7547346.0 nan 11526.0 1340.0 202326.0 1441484.0 598470.0 3676070.0 1196806.0 36184.0 170.0 0.0 nan nan nan nan nan nan nan nan nan 5032.0 302.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 49590.0 51228.0 10824.0 0.0 0.0 270482.0 49762.0 15642140.0 1860094.0 0.0 0.0 0.0 0.0 400610.0 2668.64 2870.0 1875574.0 1759758.0 699290.0 362510.0 1190028.0 1012704.0 160090.0 63216.0 41202.0 4.0 0.0 0.0
pos 153204 0.0 182.0 nan 0.0 0.0 0.0 0.0 0.0 11804.0 684444.0 326536.0 31586.0 0.0 0.0 0.0 2658638.0 14346.0 0.0 0.0 29384.0 46356.0 5566182.0 4426834.0 1571480.0 1120644.0 2.0 0.0 0.0 0.0 1368.0 862.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 94188.0 960182.0 0.0 250.0 16.0 32.0 146.0 126.0 951126.0 91162.0 11512.0 0.0 0.0 702994.0 186172.0 69282.0 36640.0 20698.0 17720.0 18586.0 2278.0 0.0 0.0 7167172.0 692.0 152.0 1690.0 294.0 2658638.0 126990.0 355360.0 1215418.0 263620.0 263960.0 253220.0 260500.0 270840.0 nan nan nan 255200.0 153203.49 7167172.0 7167172.0 1065896.0 2169.0 415352.0 108024.0 1114900.0 6785612.0 1209600.0 0.0 nan nan nan 14779408.32 5602235.52 6587273.28 0.0 8.0 0.0 0.0 32854.0 113024.0 413450.0 341800.0 110462.0 40426.0 2354.0 0.0 nan 0.0 7167172.0 0.0 556.0 62.0 11606.0 370336.0 119892.0 399936.0 149156.0 2826.0 0.0 0.0 nan nan nan nan nan nan nan nan nan 16910.0 218.0 0.0 0.0 55760.0 1433920.0 0.0 0.0 0.0 0.0 51558.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.9 166.0 512878.0 293880.0 129862.0 26872.0 34044.0 22472.0 34362.0 0.0 0.0 0.0 0.0 0.0

Bottom 10 Rows

classaa_000ab_000ac_000ad_000ae_000af_000ag_000ag_001ag_002ag_003ag_004ag_005ag_006ag_007ag_008ag_009ah_000ai_000aj_000ak_000al_000am_0an_000ao_000ap_000aq_000ar_000as_000at_000au_000av_000ax_000ay_000ay_001ay_002ay_003ay_004ay_005ay_006ay_007ay_008ay_009az_000az_001az_002az_003az_004az_005az_006az_007az_008az_009ba_000ba_001ba_002ba_003ba_004ba_005ba_006ba_007ba_008ba_009bb_000bc_000bd_000be_000bf_000bg_000bh_000bi_000bj_000bk_000bl_000bm_000bn_000bo_000bp_000bq_000br_000bs_000bt_000bu_000bv_000bx_000by_000bz_000ca_000cb_000cc_000cd_000ce_000cf_000cg_000ch_000ci_000cj_000ck_000cl_000cm_000cn_000cn_001cn_002cn_003cn_004cn_005cn_006cn_007cn_008cn_009co_000cp_000cq_000cr_000cs_000cs_001cs_002cs_003cs_004cs_005cs_006cs_007cs_008cs_009ct_000cu_000cv_000cx_000cy_000cz_000da_000db_000dc_000dd_000de_000df_000dg_000dh_000di_000dj_000dk_000dl_000dm_000dn_000do_000dp_000dq_000dr_000ds_000dt_000du_000dv_000dx_000dy_000dz_000ea_000eb_000ec_00ed_000ee_000ee_001ee_002ee_003ee_004ee_005ee_006ee_007ee_008ee_009ef_000eg_000
neg 81354 nan 2130706432.0 156.0 0.0 0.0 0.0 0.0 0.0 0.0 62040.0 1400952.0 2456958.0 1118832.0 51630.0 3178.0 2070562.0 0.0 0.0 0.0 0.0 0.0 4596110.0 4069568.0 675416.0 433146.0 0.0 0.0 0.0 0.0 376.0 82.0 0.0 0.0 0.0 0.0 0.0 34236.0 1893318.0 2995340.0 170696.0 0.0 2624.0 1288.0 1878.0 9918.0 2121224.0 2896480.0 60178.0 0.0 0.0 0.0 1616900.0 1216922.0 489244.0 456698.0 440320.0 361498.0 286520.0 174382.0 35066.0 16040.0 5272338.0 124.0 62.0 606.0 24.0 2070562.0 52364.0 377818.0 295922.0 152660.0 142340.0 136320.0 187480.0 nan nan nan nan 47760.0 81353.13 5272338.0 5272338.0 5270604.0 31834.0 184.0 37212.0 423080.0 5093590.0 1209600.0 123526.0 2.0 174.0 0.0 4502029.44 0.0 588383.04 0.0 0.0 0.0 0.0 12152.0 746728.0 1882344.0 1972208.0 450310.0 25334.0 4410.0 104.0 2.0 28.0 5272338.0 nan 6824.0 732.0 101788.0 278290.0 198414.0 3723608.0 756266.0 27532.0 136.0 0.0 274.0 246.0 4226942.0 12510.0 0.0 22006.0 0.0 0.0 4559134.0 3106.0 332.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 29986.0 134770.0 44262.0 0.0 0.0 97042.0 15054.0 19199000.0 1943262.0 0.0 0.0 0.0 0.0 2401220.0 1804.24 1962.0 626152.0 657560.0 627610.0 376028.0 931828.0 1035236.0 674626.0 161266.0 3284.0 0.0 0.0 0.0
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Number of rows, columns and List of Columns

Number of rows: 60000
Number of columns: 171

Number of Duplicate Rows

Number of duplicate rows: 0

Columns with Missing Values

Column NumberColumn NameNumber of Missing ValuesPercentage of Missing Value
79 br_000 49264 82.11
78 bq_000 48722 81.2
77 bp_000 47740 79.57
76 bo_000 46333 77.22
2 ab_000 46329 77.22
113 cr_000 46329 77.22
75 bn_000 44009 73.35
74 bm_000 39549 65.92
73 bl_000 27277 45.46
72 bk_000 23034 38.39
4 ad_000 14861 24.77
92 cf_000 14861 24.77
93 cg_000 14861 24.77
94 ch_000 14861 24.77
110 co_000 14861 24.77
124 ct_000 13808 23.01
125 cu_000 13808 23.01
126 cv_000 13808 23.01
127 cx_000 13808 23.01
128 cy_000 13808 23.01
129 cz_000 13808 23.01
130 da_000 13808 23.01
131 db_000 13808 23.01
132 dc_000 13808 23.01
157 ec_00 10239 17.07
99 cm_000 9877 16.46
98 cl_000 9553 15.92
158 ed_000 9553 15.92
20 ak_000 4400 7.33
87 ca_000 4356 7.26
142 dm_000 4009 6.68
135 df_000 4008 6.68
136 dg_000 4008 6.68
137 dh_000 4008 6.68
141 dl_000 4008 6.68
139 dj_000 4007 6.68
140 dk_000 4007 6.68
156 eb_000 4007 6.68
138 di_000 4006 6.68
3 ac_000 3335 5.56
84 bx_000 3257 5.43
89 cc_000 3255 5.42
65 bd_000 2727 4.54
148 ds_000 2727 4.54
149 dt_000 2727 4.54
145 dp_000 2726 4.54
146 dq_000 2726 4.54
147 dr_000 2726 4.54
150 du_000 2726 4.54
151 dv_000 2726 4.54
64 bc_000 2725 4.54
111 cp_000 2724 4.54
134 de_000 2724 4.54
144 do_000 2724 4.54
153 dy_000 2724 4.54
169 ef_000 2724 4.54
27 ar_000 2723 4.54
86 bz_000 2723 4.54
152 dx_000 2723 4.54
154 dz_000 2723 4.54
155 ea_000 2723 4.54
170 eg_000 2723 4.54
66 be_000 2503 4.17
133 dd_000 2503 4.17
91 ce_000 2502 4.17
32 ax_000 2501 4.17
5 ae_000 2500 4.17
6 af_000 2500 4.17
31 av_000 2500 4.17
67 bf_000 2500 4.17
80 bs_000 726 1.21
88 cb_000 726 1.21
82 bu_000 691 1.15
83 bv_000 691 1.15
112 cq_000 691 1.15
143 dn_000 691 1.15
53 ba_000 688 1.15
54 ba_001 688 1.15
55 ba_002 688 1.15
56 ba_003 688 1.15
57 ba_004 688 1.15
58 ba_005 688 1.15
59 ba_006 688 1.15
60 ba_007 688 1.15
61 ba_008 688 1.15
62 ba_009 688 1.15
100 cn_000 687 1.15
101 cn_001 687 1.15
102 cn_002 687 1.15
103 cn_003 687 1.15
104 cn_004 687 1.15
105 cn_005 687 1.15
106 cn_006 687 1.15
107 cn_007 687 1.15
108 cn_008 687 1.15
109 cn_009 687 1.15
90 cd_000 676 1.13
7 ag_000 671 1.12
8 ag_001 671 1.12
9 ag_002 671 1.12
10 ag_003 671 1.12
11 ag_004 671 1.12
12 ag_005 671 1.12
13 ag_006 671 1.12
14 ag_007 671 1.12
15 ag_008 671 1.12
16 ag_009 671 1.12
33 ay_000 671 1.12
34 ay_001 671 1.12
35 ay_002 671 1.12
36 ay_003 671 1.12
37 ay_004 671 1.12
38 ay_005 671 1.12
39 ay_006 671 1.12
40 ay_007 671 1.12
41 ay_008 671 1.12
42 ay_009 671 1.12
43 az_000 671 1.12
44 az_001 671 1.12
45 az_002 671 1.12
46 az_003 671 1.12
47 az_004 671 1.12
48 az_005 671 1.12
49 az_006 671 1.12
50 az_007 671 1.12
51 az_008 671 1.12
52 az_009 671 1.12
159 ee_000 671 1.12
160 ee_001 671 1.12
161 ee_002 671 1.12
162 ee_003 671 1.12
163 ee_004 671 1.12
164 ee_005 671 1.12
165 ee_006 671 1.12
166 ee_007 671 1.12
167 ee_008 671 1.12
168 ee_009 671 1.12
114 cs_000 669 1.11
115 cs_001 669 1.11
116 cs_002 669 1.11
117 cs_003 669 1.11
118 cs_004 669 1.11
119 cs_005 669 1.11
120 cs_006 669 1.11
121 cs_007 669 1.11
122 cs_008 669 1.11
123 cs_009 669 1.11
17 ah_000 645 1.07
63 bb_000 645 1.07
21 al_000 642 1.07
23 an_000 642 1.07
25 ap_000 642 1.07
68 bg_000 642 1.07
69 bh_000 642 1.07
18 ai_000 629 1.05
19 aj_000 629 1.05
22 am_0 629 1.05
28 as_000 629 1.05
29 at_000 629 1.05
30 au_000 629 1.05
24 ao_000 589 0.98
26 aq_000 589 0.98
70 bi_000 589 0.98
71 bj_000 589 0.98
85 by_000 473 0.79
95 ci_000 338 0.56
96 cj_000 338 0.56
97 ck_000 338 0.56
81 bt_000 167 0.28
0 class 0 0.0
1 aa_000 0 0.0

Numeric Column Statistics

ColumnCountMeanStandard DeviationMinimum10%25%Median (50%)75%90%Maximum
aa_000 60000.0 59336.4996 145430.0565 0.0 18.0 834.0 30776.0 48668.0 118031.6 2746564.0
ab_000 13671.0 0.7132 3.479 0.0 0.0 0.0 0.0 0.0 2.0 204.0
ac_000 56665.0 356014263.0315 794874918.4804 0.0 0.0 16.0 152.0 964.0 2130706432.0 2130706796.0
ad_000 45139.0 190620.6393 40404411.4183 0.0 6.0 24.0 126.0 430.0 976.0 8584297742.0
ae_000 57500.0 6.8191 161.5434 0.0 0.0 0.0 0.0 0.0 0.0 21050.0
af_000 57500.0 11.0068 209.7926 0.0 0.0 0.0 0.0 0.0 0.0 20070.0
ag_000 59329.0 221.6364 20478.4639 0.0 0.0 0.0 0.0 0.0 0.0 3376892.0
ag_001 59329.0 975.7223 34200.5295 0.0 0.0 0.0 0.0 0.0 0.0 4109372.0
ag_002 59329.0 8606.0145 150322.0285 0.0 0.0 0.0 0.0 0.0 0.0 10552856.0
ag_003 59329.0 88591.2811 761731.1905 0.0 0.0 0.0 0.0 0.0 12162.0 63402074.0
ag_004 59329.0 437096.6324 2374281.8901 0.0 74.0 308.0 3672.0 49522.0 373824.4 228830570.0
ag_005 59329.0 1108373.8303 3262607.2738 0.0 2097.6 13834.0 176020.0 913964.0 2268678.4 179187978.0
ag_006 59329.0 1657817.8862 3909383.8378 0.0 2120.0 10608.0 930336.0 1886608.0 3329275.6 94020666.0
ag_007 59329.0 499309.8042 1422764.5127 0.0 0.0 0.0 119204.0 588820.0 1105666.0 63346754.0
ag_008 59329.0 35569.8911 220152.3501 0.0 0.0 0.0 1786.0 26690.0 71264.0 17702522.0
ag_009 59329.0 5114.7532 169658.1687 0.0 0.0 0.0 0.0 364.0 3686.0 25198514.0
ah_000 59355.0 1809931.1761 4185740.1339 0.0 3090.0 29733.0 1002420.0 1601366.0 3377582.0 74247318.0
ai_000 59371.0 9016.9654 163277.8457 0.0 0.0 0.0 0.0 0.0 0.0 16512852.0
aj_000 59371.0 1143.6748 50359.7087 0.0 0.0 0.0 0.0 0.0 122.0 5629340.0
ak_000 55600.0 979.49 75831.6189 0.0 0.0 0.0 0.0 0.0 0.0 10444924.0
al_000 59358.0 59130.4756 539465.8149 0.0 0.0 0.0 0.0 1204.0 15698.4 34762578.0
am_0 59371.0 93281.3318 849469.3932 0.0 0.0 0.0 0.0 2364.0 25128.0 55903508.0
an_000 59358.0 3461037.0435 7790349.7286 0.0 12987.4 73238.5 1918629.0 3128415.5 6724783.6 140861830.0
ao_000 59411.0 3002440.3069 6819518.3908 0.0 10524.0 65585.0 1643556.0 2675796.0 5893798.0 122201822.0
ap_000 59358.0 1004159.557 3088457.0346 0.0 10215.4 25189.0 357281.0 724660.5 1641529.0 77934944.0
aq_000 59411.0 442404.4643 1262468.8947 0.0 796.0 4161.0 178792.0 376900.0 805520.0 25562646.0
ar_000 57277.0 0.4969 5.5117 0.0 0.0 0.0 0.0 0.0 0.0 350.0
as_000 59371.0 126.7365 11010.0418 0.0 0.0 0.0 0.0 0.0 0.0 1655240.0
at_000 59371.0 5072.0463 119615.9376 0.0 0.0 0.0 0.0 0.0 138.0 10400504.0
au_000 59371.0 230.5804 15799.5222 0.0 0.0 0.0 0.0 0.0 0.0 2626676.0
av_000 57500.0 1117.8259 6598.6116 0.0 0.0 12.0 116.0 646.0 2190.0 794458.0
ax_000 57499.0 374.3274 1482.7116 0.0 0.0 10.0 66.0 263.0 752.0 116652.0
ay_000 59329.0 12211.648 454496.3275 0.0 0.0 0.0 0.0 0.0 0.0 50553892.0
ay_001 59329.0 10190.1188 535270.6752 0.0 0.0 0.0 0.0 0.0 0.0 80525378.0
ay_002 59329.0 10974.998 428336.9588 0.0 0.0 0.0 0.0 0.0 0.0 28474838.0
ay_003 59329.0 7225.7839 206467.8753 0.0 0.0 0.0 0.0 0.0 0.0 13945170.0
ay_004 59329.0 10566.0004 354625.8206 0.0 0.0 0.0 0.0 0.0 0.0 40028704.0
ay_005 59329.0 111979.114 1394585.2202 0.0 0.0 0.0 0.0 40132.0 139968.0 124948914.0
ay_006 59329.0 1078551.1991 3278941.4045 0.0 0.0 0.0 168202.0 1270244.0 2368334.0 127680326.0
ay_007 59329.0 1546032.3614 5106177.2996 0.0 0.0 6118.0 348622.0 1337364.0 2914498.4 489678156.0
ay_008 59329.0 1051122.964 3991049.5304 0.0 327.6 7524.0 94812.0 611816.0 1931545.2 104566992.0
ay_009 59329.0 1162.6216 97960.8016 0.0 0.0 0.0 0.0 0.0 0.0 18824656.0
az_000 59329.0 7849.6077 73636.7613 0.0 110.0 1028.0 2098.0 4150.0 9812.4 10124620.0
az_001 59329.0 4420.9924 33995.3909 0.0 14.0 60.0 636.0 2016.0 6380.0 4530258.0
az_002 59329.0 8066.0815 106599.7224 0.0 22.0 90.0 1016.0 3136.0 10045.6 14217662.0
az_003 59329.0 87240.8187 653256.1507 0.0 34.0 294.0 3570.0 43014.0 173654.4 45584242.0
az_004 59329.0 1476896.6622 4184087.0518 0.0 166.0 1542.0 81614.0 1774410.0 3152480.8 123047106.0
az_005 59329.0 2135583.8578 6460220.91 0.0 3583.6 38638.0 527034.0 1796172.0 4246452.0 467832334.0
az_006 59329.0 101894.2579 899769.9407 0.0 0.0 10.0 292.0 4218.0 31539.2 64589140.0
az_007 59329.0 17377.8172 280444.5533 0.0 0.0 0.0 0.0 0.0 80.0 39158218.0
az_008 59329.0 661.7861 14924.7538 0.0 0.0 0.0 0.0 0.0 0.0 1947884.0
az_009 59329.0 42.0735 3256.5699 0.0 0.0 0.0 0.0 0.0 0.0 666148.0
ba_000 59312.0 1399651.9566 3777091.3733 0.0 6220.0 33478.5 679486.0 1276368.0 2688112.0 232871714.0
ba_001 59312.0 894117.469 2346002.005 0.0 576.0 14833.5 443641.0 811000.5 1657012.0 116283282.0
ba_002 59312.0 413096.932 1196082.576 0.0 158.0 5207.5 186046.0 340408.5 724970.8 55807388.0
ba_003 59312.0 274006.9579 748538.761 0.0 126.0 1842.0 134149.0 244449.0 510725.0 36931418.0
ba_004 59312.0 204875.5797 539058.4048 0.0 64.0 612.0 101874.0 197162.0 397390.0 25158556.0
ba_005 59312.0 188941.1894 509267.1795 0.0 50.0 374.0 83992.0 184674.0 389302.4 19208664.0
ba_006 59312.0 210628.8226 637081.5022 0.0 58.0 352.0 70116.0 204959.0 424953.8 18997660.0
ba_007 59312.0 185787.3857 525150.6302 0.0 0.0 72.0 4470.0 207471.0 442226.0 14314086.0
ba_008 59312.0 35882.839 243665.6821 0.0 0.0 0.0 22.0 1820.0 48314.0 31265984.0
ba_009 59312.0 35766.721 335327.6093 0.0 0.0 0.0 0.0 60.0 6183.6 43706408.0
bb_000 59355.0 4526177.1878 10886736.631 0.0 25334.8 105601.0 2360728.0 3868370.0 8288634.8 192871534.0
bc_000 57275.0 569.5266 4045.937 0.0 0.0 0.0 16.0 136.0 696.0 396952.0
bd_000 57273.0 921.7755 4833.0654 0.0 2.0 8.0 66.0 438.0 1458.0 306452.0
be_000 57497.0 1372.6461 9249.9365 0.0 0.0 18.0 180.0 614.0 1874.0 810568.0
bf_000 57500.0 74.8783 546.7896 0.0 0.0 0.0 2.0 18.0 80.0 51050.0
bg_000 59358.0 1809430.9845 4180199.777 0.0 3089.4 29743.0 1002718.0 1602765.5 3381200.0 74247318.0
bh_000 59358.0 57943.0822 152209.3211 0.0 206.0 852.0 26352.0 49085.5 103594.0 3200582.0
bi_000 59411.0 492207.5729 1485184.5065 0.0 5994.0 15947.0 179842.0 379610.0 849480.0 44937496.0
bj_000 59411.0 510089.2305 1820104.9119 0.0 2726.0 8522.0 154404.0 333608.0 793668.0 45736316.0
bk_000 36966.0 280429.1143 261301.4784 0.0 128060.0 162720.0 210660.0 281115.0 402690.0 1310700.0
bl_000 32723.0 321353.687 319210.982 0.0 131920.0 170540.0 222540.0 303150.0 532272.0 1310700.0
bm_000 20451.0 399603.1676 407071.8466 0.0 122180.0 172210.0 239140.0 369100.0 1310700.0 1310700.0
bn_000 15991.0 463710.8336 464447.3417 0.0 100700.0 171720.0 251400.0 493100.0 1310700.0 1310700.0
bo_000 13667.0 513147.8203 497353.6714 0.0 0.0 170550.0 270660.0 1310700.0 1310700.0 1310700.0
bp_000 12260.0 551389.7993 519611.4472 0.0 0.0 172170.0 288320.0 1310700.0 1310700.0 1310700.0
bq_000 11278.0 582871.3229 536697.0288 0.0 0.0 170420.0 305100.0 1310700.0 1310700.0 1310700.0
br_000 10736.0 604886.6133 547227.8723 0.0 0.0 169470.0 320400.0 1310700.0 1310700.0 1310700.0
bs_000 59274.0 80360.5493 84512.7559 0.0 8360.0 17300.0 50540.0 118635.0 191560.0 1037240.0
bt_000 59833.0 59416.5044 145446.4374 0.0 18.282 862.83 30839.86 48787.93 118110.904 2746564.83
bu_000 59309.0 4515324.7047 10859903.8405 0.0 25304.0 105444.0 2359656.0 3863322.0 8252964.8 192871534.0
bv_000 59309.0 4515325.2878 10859904.5024 0.0 25304.0 105444.0 2359656.0 3863322.0 8252964.8 192871534.0
bx_000 56743.0 4112218.0969 10351538.4959 172.0 24314.0 89649.0 2258824.0 3645960.0 7211448.4 186353854.0
by_000 59527.0 22028.9334 53992.8247 0.0 26.0 216.0 12628.0 20347.5 41556.4 1002003.0
bz_000 57277.0 101960.8378 628912.8951 0.0 0.0 6.0 1036.0 13674.0 141270.8 40542588.0
ca_000 55644.0 39168.8171 36748.3021 0.0 2146.0 6886.0 25436.0 68004.5 99220.0 120956.0
cb_000 59274.0 405638.1479 369386.8016 0.0 23340.0 77125.0 278990.0 704580.0 1000434.0 1209520.0
cc_000 56745.0 3803443.5635 9625672.2451 0.0 7848.8 62416.0 2108912.0 3364634.0 6700732.0 148615188.0
cd_000 59324.0 1209600.0 0.0 1209600.0 1209600.0 1209600.0 1209600.0 1209600.0 1209600.0 1209600.0
ce_000 57498.0 64343.5568 142846.9437 0.0 0.0 266.0 3409.0 87235.5 155703.0 4908098.0
cf_000 45139.0 190221.811 40404413.1577 0.0 0.0 0.0 2.0 2.0 4.0 8584297736.0
cg_000 45139.0 91.5204 371.7007 0.0 2.0 8.0 46.0 104.0 176.0 21400.0
ch_000 45139.0 0.0004 0.0298 0.0 0.0 0.0 0.0 0.0 0.0 2.0
ci_000 59662.0 3481204.0487 8355996.9601 0.0 3194.112 48249.84 1858641.12 2947265.52 6565636.608 140986129.92
cj_000 59662.0 102841.8518 1135173.8717 0.0 0.0 0.0 0.0 0.0 14311.584 60949671.36
ck_000 59662.0 714342.7019 2180714.2984 0.0 4319.136 14586.72 250267.2 549352.32 1263676.416 55428669.12
cl_000 50447.0 343.0188 4706.7387 0.0 0.0 0.0 0.0 2.0 34.0 130560.0
cm_000 50123.0 343.1028 1693.3635 0.0 0.0 0.0 8.0 100.0 718.0 73370.0
cn_000 59313.0 2336.6742 61183.8344 0.0 0.0 0.0 0.0 0.0 0.0 6278490.0
cn_001 59313.0 21951.4939 245799.3694 0.0 0.0 0.0 0.0 0.0 1739.2 14512994.0
cn_002 59313.0 161050.8754 1073892.8065 0.0 0.0 0.0 0.0 7936.0 65301.6 58508606.0
cn_003 59313.0 531477.9567 2216301.0378 0.0 832.0 4622.0 34994.0 232066.0 901711.6 94979324.0
cn_004 59313.0 1282835.1425 3357254.3372 0.0 2442.0 19114.0 518462.0 1207694.0 2522741.2 169869316.0
cn_005 59313.0 1341058.7124 3144659.1743 0.0 800.0 5028.0 703524.0 1519808.0 2722616.0 117815764.0
cn_006 59313.0 410564.0868 1294208.0601 0.0 82.0 626.0 96266.0 449060.0 923677.6 72080406.0
cn_007 59313.0 64425.1315 406454.0551 0.0 0.0 62.0 9976.0 31074.0 83645.6 33143734.0
cn_008 59313.0 19226.7872 186269.7261 0.0 0.0 0.0 1852.0 5286.0 12588.0 7541716.0
cn_009 59313.0 7820.4666 266492.7751 0.0 0.0 0.0 24.0 294.0 963.6 36398374.0
co_000 45139.0 190515.5669 40404411.8992 0.0 0.0 0.0 8.0 72.0 482.0 8584297742.0
cp_000 57276.0 570.4043 7773.2645 0.0 0.0 4.0 14.0 82.0 506.0 496360.0
cq_000 59309.0 4515325.18 10859904.0907 0.0 25304.0 105444.0 2359656.0 3863322.0 8252964.8 192871534.0
cr_000 13671.0 37.063 1027.0014 0.0 0.0 0.0 0.0 0.0 0.0 57450.0
cs_000 59331.0 5479.8571 10313.9777 0.0 686.0 1232.0 3192.0 5686.0 10614.0 839240.0
cs_001 59331.0 788.4255 2886.3313 0.0 12.0 32.0 360.0 692.0 1456.0 438806.0
cs_002 59331.0 238810.6447 1215538.0946 0.0 20.0 222.0 20570.0 94924.0 301414.0 46085940.0
cs_003 59331.0 355373.1153 1110963.7139 0.0 70.0 3079.0 121780.0 295909.0 684918.0 42421854.0
cs_004 59331.0 444228.2766 2073936.5522 0.0 412.0 2726.0 91080.0 208500.0 522184.0 74860628.0
cs_005 59331.0 2235386.6613 5613544.6018 0.0 1902.0 19186.0 1220860.0 2049318.0 4245900.0 379142116.0
cs_006 59331.0 545774.1763 1168199.1585 0.0 2036.0 13360.0 240744.0 686260.0 1243154.0 73741974.0
cs_007 59331.0 14771.4175 80051.2198 0.0 24.0 1204.0 6104.0 18164.0 34052.0 12884218.0
cs_008 59331.0 211.7473 10153.3673 0.0 0.0 2.0 46.0 148.0 300.0 1584558.0
cs_009 59331.0 779.1978 184358.4781 0.0 0.0 0.0 0.0 0.0 0.0 44902992.0
ct_000 46192.0 749.0913 5585.9532 0.0 8.0 40.0 210.0 672.0 1514.0 910366.0
cu_000 46192.0 1222.961 7633.4409 0.0 14.0 82.0 278.0 856.0 2172.0 733688.0
cv_000 46192.0 1928824.8934 3660900.6775 0.0 2218.0 23898.5 1181117.0 2400717.0 4326358.0 81610510.0
cx_000 46192.0 351510.2362 1512775.913 0.0 58.0 944.0 44465.0 126794.0 569922.6 44105494.0
cy_000 46192.0 274.1793 8804.1405 0.0 0.0 0.0 0.0 0.0 34.0 931472.0
cz_000 46192.0 19374.2905 247184.3127 0.0 0.0 4.0 202.0 6343.0 37185.6 19156530.0
da_000 46192.0 7.3938 190.4882 0.0 0.0 0.0 0.0 0.0 0.0 21006.0
db_000 46192.0 13.4167 73.4056 0.0 0.0 0.0 0.0 18.0 40.0 9636.0
dc_000 46192.0 2200752.209 4110149.8867 0.0 2718.2 26558.5 1734472.0 2644937.5 4794773.0 120759484.0
dd_000 57497.0 3123.9619 9516.6751 0.0 56.0 132.0 1354.0 2678.0 5800.8 445142.0
de_000 57276.0 375.1471 1689.0621 0.0 38.0 66.0 144.0 296.0 621.0 176176.0
df_000 55992.0 2718.6378 137333.1264 0.0 0.0 0.0 0.0 0.0 0.0 21613910.0
dg_000 55992.0 5609.957 208564.9218 0.0 0.0 0.0 0.0 0.0 0.0 27064294.0
dh_000 55992.0 4707.0733 560279.8623 0.0 0.0 0.0 0.0 0.0 30.0 124700880.0
di_000 55994.0 37248.2416 425438.165 0.0 0.0 0.0 0.0 0.0 5544.0 22987424.0
dj_000 55993.0 39.9386 4533.1422 0.0 0.0 0.0 0.0 0.0 0.0 726750.0
dk_000 55993.0 1861.313 66597.8606 0.0 0.0 0.0 0.0 0.0 0.0 5483574.0
dl_000 55992.0 28541.7749 1095662.131 0.0 0.0 0.0 0.0 0.0 0.0 103858120.0
dm_000 55991.0 7923.2276 277535.5731 0.0 0.0 0.0 0.0 0.0 0.0 23697916.0
dn_000 59309.0 33745.4549 97337.1887 0.0 204.0 660.0 14330.0 27340.0 57884.4 2924584.0
do_000 57276.0 28507.8467 61254.761 0.0 0.0 20.0 10377.0 37672.0 65512.0 1874542.0
dp_000 57274.0 6958.6527 13955.4518 0.0 0.0 6.0 2532.0 8319.5 17529.4 348118.0
dq_000 57274.0 4529374.984 97484779.5353 0.0 0.0 0.0 0.0 0.0 31669.4 6351872864.0
dr_000 57274.0 203759.8479 1366064.6976 0.0 0.0 0.0 0.0 0.0 7121.4 50137662.0
ds_000 57273.0 89654.9965 208201.63 0.0 54.0 684.0 47940.0 99202.0 178508.8 4970962.0
dt_000 57273.0 15403.3547 33801.023 0.0 18.0 150.0 8316.0 17630.0 32208.0 656432.0
du_000 57274.0 4058711.6171 11567771.4838 0.0 480.0 5380.0 185400.0 3472540.0 11262388.0 460207620.0
dv_000 57274.0 593834.9753 2082997.6496 0.0 62.0 742.0 30592.0 534655.5 1440004.2 127034534.0
dx_000 57277.0 791208.4811 4151033.4235 0.0 0.0 0.0 0.0 8764.0 1297643.2 114288420.0
dy_000 57276.0 7780.3496 59244.4931 0.0 0.0 0.0 0.0 36.0 5884.0 3793022.0
dz_000 57277.0 0.2158 10.821 0.0 0.0 0.0 0.0 0.0 0.0 1414.0
ea_000 57277.0 1.5677 53.5287 0.0 0.0 0.0 0.0 0.0 0.0 8506.0
eb_000 55993.0 9717093.2334 42746746.4013 0.0 0.0 0.0 622110.0 4000270.0 28061260.0 1322456920.0
ec_00 49761.0 1353.1315 3536.6373 0.0 8.04 114.76 754.4 1379.38 2436.06 106020.22
ed_000 50447.0 1452.1552 3525.0287 0.0 44.0 98.0 832.0 1504.0 2730.0 82806.0
ee_000 59329.0 733404.2128 2416165.6556 0.0 5112.0 15698.0 260704.0 573060.0 1287714.4 74984446.0
ee_001 59329.0 783874.5906 2570110.876 0.0 2028.0 8536.0 346940.0 667390.0 1421248.0 98224378.0
ee_002 59329.0 445489.7283 1155539.8214 0.0 202.0 2936.0 233796.0 438396.0 862280.8 77933926.0
ee_003 59329.0 211126.4473 543318.8167 0.0 40.0 1166.0 112086.0 218232.0 421056.8 37758390.0
ee_004 59329.0 445734.3065 1168313.9309 0.0 50.0 2700.0 221518.0 466614.0 918027.2 97152378.0
ee_005 59329.0 393946.198 1121044.4067 0.0 26.0 3584.0 189988.0 403222.0 765482.8 57435236.0
ee_006 59329.0 333058.2404 1069159.6968 0.0 12.0 512.0 92432.0 275094.0 617666.0 31607814.0
ee_007 59329.0 346271.4298 1728056.0069 0.0 0.0 110.0 41098.0 167814.0 425512.0 119580108.0
ee_008 59329.0 138729.9832 449510.0453 0.0 0.0 0.0 3812.0 139724.0 364502.0 19267396.0
ee_009 59329.0 8388.9146 47470.4325 0.0 0.0 0.0 0.0 2028.0 16927.6 3810078.0
ef_000 57276.0 0.0906 4.3689 0.0 0.0 0.0 0.0 0.0 0.0 482.0
eg_000 57277.0 0.2128 8.8306 0.0 0.0 0.0 0.0 0.0 0.0 1146.0

Categorical Column Statistics

ColumnCountNumber of Unique ValuesTop ValueFrequency of Top Value
class 60000 2 neg 59000

Details of Inferred Data Type

Column NameInferred Data Type
class binary
aa_000 int64
ab_000 float64
ac_000 float64
ad_000 float64
ae_000 float64
af_000 float64
ag_000 float64
ag_001 float64
ag_002 float64
ag_003 float64
ag_004 float64
ag_005 float64
ag_006 float64
ag_007 float64
ag_008 float64
ag_009 float64
ah_000 float64
ai_000 float64
aj_000 float64
ak_000 float64
al_000 float64
am_0 float64
an_000 float64
ao_000 float64
ap_000 float64
aq_000 float64
ar_000 float64
as_000 float64
at_000 float64
au_000 float64
av_000 float64
ax_000 float64
ay_000 float64
ay_001 float64
ay_002 float64
ay_003 float64
ay_004 float64
ay_005 float64
ay_006 float64
ay_007 float64
ay_008 float64
ay_009 float64
az_000 float64
az_001 float64
az_002 float64
az_003 float64
az_004 float64
az_005 float64
az_006 float64
az_007 float64
az_008 float64
az_009 float64
ba_000 float64
ba_001 float64
ba_002 float64
ba_003 float64
ba_004 float64
ba_005 float64
ba_006 float64
ba_007 float64
ba_008 float64
ba_009 float64
bb_000 float64
bc_000 float64
bd_000 float64
be_000 float64
bf_000 float64
bg_000 float64
bh_000 float64
bi_000 float64
bj_000 float64
bk_000 float64
bl_000 float64
bm_000 float64
bn_000 float64
bo_000 float64
bp_000 float64
bq_000 float64
br_000 float64
bs_000 float64
bt_000 float64
bu_000 float64
bv_000 float64
bx_000 float64
by_000 float64
bz_000 float64
ca_000 float64
cb_000 float64
cc_000 float64
cd_000 float64
ce_000 float64
cf_000 float64
cg_000 float64
ch_000 float64
ci_000 float64
cj_000 float64
ck_000 float64
cl_000 float64
cm_000 float64
cn_000 float64
cn_001 float64
cn_002 float64
cn_003 float64
cn_004 float64
cn_005 float64
cn_006 float64
cn_007 float64
cn_008 float64
cn_009 float64
co_000 float64
cp_000 float64
cq_000 float64
cr_000 float64
cs_000 float64
cs_001 float64
cs_002 float64
cs_003 float64
cs_004 float64
cs_005 float64
cs_006 float64
cs_007 float64
cs_008 float64
cs_009 float64
ct_000 float64
cu_000 float64
cv_000 float64
cx_000 float64
cy_000 float64
cz_000 float64
da_000 float64
db_000 float64
dc_000 float64
dd_000 float64
de_000 float64
df_000 float64
dg_000 float64
dh_000 float64
di_000 float64
dj_000 float64
dk_000 float64
dl_000 float64
dm_000 float64
dn_000 float64
do_000 float64
dp_000 float64
dq_000 float64
dr_000 float64
ds_000 float64
dt_000 float64
du_000 float64
dv_000 float64
dx_000 float64
dy_000 float64
dz_000 float64
ea_000 float64
eb_000 float64
ec_00 float64
ed_000 float64
ee_000 float64
ee_001 float64
ee_002 float64
ee_003 float64
ee_004 float64
ee_005 float64
ee_006 float64
ee_007 float64
ee_008 float64
ee_009 float64
ef_000 float64
eg_000 float64

Note: We are utilizing heuristics to detect data types. Please review the outcomes and exercise your judgment in determining the appropriate data type.

List of Columns containing Constant Value

Column_NumberColumn_Name
90 cd_000

Constant columns should be dropped to streamline the feature space and enhance model efficiency.