APS Failure Test 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 60 0.0 20.0 12.0 0.0 0.0 0.0 0.0 0.0 2682.0 4736.0 3862.0 1846.0 0.0 0.0 0.0 3976.0 0.0 0.0 0.0 1520.0 2374.0 11516.0 9480.0 111258.0 470.0 0.0 0.0 0.0 0.0 58.0 26.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 13124.0 2.0 1956.0 434.0 76.0 174.0 190.0 6198.0 1148.0 2948.0 2.0 0.0 8762.0 2566.0 480.0 380.0 196.0 516.0 86.0 66.0 74.0 0.0 124340.0 4.0 6.0 4.0 0.0 3976.0 318.0 107662.0 3458.0 nan nan nan nan nan nan nan nan 110980.0 59.53 124340.0 124340.0 184970.0 54.0 686.0 12246.0 123880.0 13196.0 1209600.0 598.0 0.0 6.0 0.0 5913.6 0.0 5851.2 6.0 30.0 0.0 2.0 5512.0 4674.0 1388.0 1508.0 38.0 4.0 0.0 0.0 8.0 12.0 124340.0 0.0 1550.0 14.0 36.0 26.0 920.0 430.0 7650.0 2294.0 206.0 0.0 22.0 42.0 5336.0 1276.0 0.0 0.0 0.0 0.0 6598.0 70.0 112.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 340.0 0.0 0.0 1100.0 574.0 232.0 66.0 780.0 882.0 0.0 4.0 0.0 0.0 0.0 465.5 90.0 7502.0 3156.0 1098.0 138.0 412.0 654.0 78.0 88.0 0.0 0.0 0.0 0.0
neg 82 0.0 68.0 40.0 0.0 0.0 0.0 0.0 0.0 0.0 748.0 12594.0 3636.0 0.0 0.0 0.0 5244.0 0.0 60.0 0.0 0.0 0.0 23174.0 18166.0 23686.0 1270.0 0.0 0.0 0.0 0.0 12.0 82.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 692.0 16286.0 0.0 280.0 44.0 50.0 1274.0 866.0 3362.0 11102.0 0.0 0.0 0.0 12564.0 1756.0 638.0 276.0 172.0 132.0 812.0 308.0 192.0 128.0 46894.0 4.0 2.0 38.0 0.0 5244.0 360.0 20520.0 3134.0 nan nan nan nan nan nan nan nan 23320.0 81.89 46894.0 46894.0 48324.0 68.0 0.0 4486.0 46480.0 17050.0 1209600.0 726.0 2.0 4.0 0.0 7224.96 0.0 7768.32 0.0 42.0 0.0 0.0 4.0 7064.0 6200.0 2452.0 1246.0 12.0 0.0 0.0 14.0 54.0 46894.0 0.0 2202.0 28.0 114.0 350.0 700.0 1708.0 9622.0 2174.0 80.0 0.0 80.0 206.0 7802.0 1466.0 0.0 0.0 0.0 0.0 7918.0 78.0 40.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 352.0 0.0 0.0 3996.0 584.0 200.0 62.0 37580.0 3756.0 6368.0 36.0 0.0 0.0 0.0 2.86 102.0 10040.0 3310.0 1068.0 276.0 1620.0 116.0 86.0 462.0 0.0 0.0 0.0 0.0
neg 66002 2.0 212.0 112.0 0.0 0.0 0.0 0.0 0.0 199486.0 1358536.0 1952422.0 452706.0 25130.0 520.0 0.0 1891670.0 0.0 0.0 0.0 77898.0 110548.0 3605894.0 3291610.0 959756.0 286536.0 0.0 0.0 0.0 0.0 106.0 340.0 0.0 0.0 0.0 0.0 0.0 24286.0 681260.0 2808472.0 474782.0 0.0 22984.0 894.0 1162.0 1304.0 1856.0 388700.0 3424812.0 123828.0 23260.0 0.0 1662580.0 667960.0 387998.0 226078.0 161558.0 148288.0 154908.0 220820.0 147744.0 210866.0 4644422.0 958.0 7848.0 3624.0 0.0 1891670.0 47066.0 692800.0 265492.0 336240.0 194360.0 245240.0 nan nan nan nan nan 175480.0 66002.89 4644422.0 4644422.0 4608738.0 22706.0 2272.0 95510.0 1006260.0 3991552.0 1209600.0 126310.0 0.0 104.0 0.0 3594885.12 0.0 374649.6 148.0 720.0 0.0 5154.0 174956.0 622312.0 1002504.0 793938.0 541734.0 345896.0 300806.0 201500.0 52.0 92.0 4644422.0 0.0 24818.0 964.0 162660.0 215004.0 217930.0 3038612.0 322718.0 6080.0 14.0 0.0 226.0 572.0 3593728.0 1911060.0 0.0 284.0 0.0 0.0 3613906.0 4218.0 692.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 25278.0 9438.0 2504.0 10262714.0 1278664.0 109700.0 19072.0 9520.0 4902.0 4434614.0 70900.0 0.0 0.0 26002880.0 2057.84 2158.0 396312.0 538136.0 495076.0 380368.0 440134.0 269556.0 1315022.0 153680.0 516.0 0.0 0.0 0.0
neg 59816 nan 1010.0 936.0 0.0 0.0 0.0 0.0 0.0 0.0 123922.0 984314.0 1680050.0 1135268.0 92606.0 14038.0 1772828.0 0.0 0.0 0.0 1116.0 2372.0 3546760.0 3053176.0 652616.0 423374.0 0.0 0.0 7274.0 0.0 1622.0 432.0 0.0 0.0 0.0 0.0 0.0 6388.0 1091104.0 2930694.0 2012.0 0.0 3526.0 904.0 1426.0 223226.0 2663348.0 1137664.0 104.0 0.0 0.0 0.0 1283806.0 928212.0 345132.0 265930.0 194770.0 158262.0 219942.0 620264.0 13880.0 0.0 4201350.0 98.0 238.0 880.0 16.0 1772828.0 51468.0 331744.0 316130.0 176000.0 208420.0 159380.0 nan nan nan nan nan 100120.0 59816.46 4201350.0 4201350.0 4203050.0 29967.0 26214.0 51894.0 562680.0 4030198.0 1209600.0 114684.0 0.0 144.0 0.0 3387773.76 38633.28 599624.64 0.0 0.0 0.0 0.0 14308.0 475410.0 1109740.0 1528024.0 837114.0 58942.0 6220.0 440.0 1278.0 1292.0 4201350.0 nan 6846.0 810.0 70090.0 345884.0 191284.0 2454600.0 926846.0 33558.0 280.0 0.0 1516.0 1398.0 2050280.0 64066.0 0.0 674.0 0.0 46.0 3413978.0 2924.0 414.0 0.0 0.0 60.0 38710.0 0.0 0.0 0.0 0.0 27740.0 33354.0 6330.0 0.0 0.0 133542.0 21290.0 2718360.0 435370.0 0.0 0.0 0.0 0.0 1179900.0 1541.32 1678.0 659550.0 691580.0 540820.0 243270.0 483302.0 485332.0 431376.0 210074.0 281662.0 3232.0 0.0 0.0
neg 1814 nan 156.0 140.0 0.0 0.0 0.0 0.0 0.0 0.0 72.0 17926.0 82834.0 3114.0 0.0 0.0 48978.0 0.0 0.0 0.0 0.0 0.0 97146.0 89920.0 12932.0 5092.0 0.0 0.0 0.0 0.0 102.0 50.0 0.0 0.0 0.0 0.0 0.0 11544.0 73570.0 3662.0 15170.0 0.0 126.0 34.0 60.0 58.0 10768.0 92898.0 2.0 0.0 0.0 0.0 53558.0 34620.0 9824.0 4552.0 764.0 294.0 192.0 142.0 0.0 0.0 110094.0 4.0 4.0 986.0 0.0 48978.0 1100.0 7932.0 4966.0 nan nan nan nan nan nan nan nan 12700.0 1813.74 110094.0 110094.0 113274.0 364.0 330.0 10874.0 109880.0 103946.0 1209600.0 1832.0 0.0 8.0 0.0 94319.04 0.0 9556.8 0.0 0.0 0.0 0.0 0.0 6560.0 77394.0 17810.0 1924.0 230.0 28.0 0.0 2.0 10.0 110094.0 nan 144.0 14.0 86.0 5532.0 1792.0 30864.0 63436.0 1986.0 92.0 0.0 230.0 178.0 93820.0 57312.0 44.0 4.0 0.0 0.0 95372.0 78.0 36.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 538.0 360.0 142.0 0.0 0.0 1822.0 344.0 2140.0 394.0 13664.0 110.0 0.0 0.0 813740.0 113.86 52.0 10216.0 9958.0 7646.0 4144.0 18466.0 49782.0 3176.0 482.0 76.0 0.0 0.0 0.0
neg 174 nan 26.0 24.0 0.0 0.0 nan nan nan nan nan nan nan nan nan nan 7396.0 0.0 134.0 0.0 0.0 0.0 22666.0 19998.0 14550.0 788.0 0.0 0.0 0.0 0.0 40.0 124.0 nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan 37258.0 2.0 10.0 26.0 0.0 7396.0 350.0 12058.0 2464.0 nan nan nan nan nan nan nan nan 14280.0 174.02 37258.0 37258.0 38556.0 53.0 170.0 3584.0 36960.0 17146.0 1209600.0 934.0 0.0 10.0 0.0 12144.96 0.0 4092.48 0.0 14.0 nan nan nan nan nan nan nan nan nan nan 2.0 12.0 37258.0 nan nan nan nan nan nan nan nan nan nan nan 22.0 174.0 11400.0 3682.0 0.0 0.0 0.0 0.0 12438.0 52.0 74.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 230.0 0.0 0.0 6716.0 2274.0 610.0 126.0 920.0 242.0 8862.0 20.0 0.0 0.0 0.0 131.7 56.0 nan nan nan nan nan nan nan nan nan nan 0.0 0.0
neg 40202 nan 640.0 606.0 0.0 0.0 0.0 0.0 0.0 0.0 156074.0 677848.0 1122070.0 906760.0 99294.0 19762.0 1291194.0 0.0 0.0 0.0 3856.0 8726.0 2622432.0 2281520.0 436178.0 312658.0 0.0 0.0 12922.0 0.0 622.0 182.0 0.0 0.0 0.0 0.0 0.0 64538.0 907464.0 1942756.0 67050.0 0.0 1942.0 2602.0 3064.0 87822.0 2325128.0 559614.0 1636.0 0.0 0.0 0.0 839110.0 625118.0 262990.0 220176.0 206744.0 190374.0 216260.0 399262.0 21774.0 0.0 3062802.0 558.0 2806.0 1584.0 56.0 1291194.0 33824.0 220020.0 214184.0 163100.0 179880.0 nan nan nan nan nan nan 89240.0 40201.15 3062802.0 3062802.0 3072230.0 24471.0 1976.0 61906.0 639740.0 2981808.0 1209600.0 98790.0 0.0 84.0 0.0 2620750.08 0.0 358857.6 0.0 0.0 0.0 0.0 11612.0 252700.0 775890.0 1112320.0 776180.0 48496.0 4280.0 330.0 0.0 4.0 3062802.0 nan 2942.0 416.0 90180.0 187776.0 138974.0 2220712.0 331728.0 9028.0 52.0 0.0 838.0 424.0 2555444.0 738238.0 0.0 872.0 0.0 52.0 2656774.0 1590.0 92.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 17694.0 26352.0 4830.0 0.0 0.0 77528.0 12700.0 506020.0 76410.0 2305784.0 2646.0 0.0 0.0 1195500.0 791.64 802.0 376266.0 761658.0 526218.0 239734.0 439556.0 374248.0 169096.0 53658.0 41054.0 320.0 0.0 0.0
neg 120278 nan 2130706432.0 256.0 0.0 0.0 0.0 0.0 0.0 0.0 208.0 61582.0 3858106.0 3553512.0 174722.0 13728.0 3242508.0 0.0 0.0 0.0 0.0 0.0 6749710.0 5825696.0 1123618.0 814174.0 0.0 0.0 0.0 0.0 374.0 90.0 0.0 0.0 0.0 0.0 0.0 3722.0 114864.0 4107068.0 3436204.0 0.0 2968.0 1190.0 1394.0 1874.0 33168.0 7529872.0 91392.0 0.0 0.0 0.0 1926556.0 2400748.0 1042108.0 701454.0 527344.0 447384.0 604054.0 12210.0 0.0 0.0 7874216.0 2726.0 3848.0 378.0 8.0 3242508.0 96516.0 501852.0 619894.0 210360.0 159340.0 148640.0 180680.0 141800.0 157420.0 nan nan 114960.0 120277.48 7874216.0 7874216.0 7880232.0 48233.0 13830.0 54528.0 605140.0 7661858.0 1209600.0 318234.0 2.0 88.0 0.0 6850344.96 0.0 807766.08 0.0 1618.0 0.0 0.0 0.0 15798.0 954526.0 4439132.0 2173196.0 67492.0 11138.0 576.0 4.0 12.0 7874216.0 nan 8270.0 1012.0 351672.0 387756.0 300810.0 4551122.0 2037974.0 23098.0 144.0 0.0 416.0 270.0 6770354.0 690124.0 0.0 2426.0 0.0 22.0 6890130.0 4936.0 1114.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 50196.0 49662.0 22016.0 0.0 0.0 226956.0 53298.0 22559560.0 2430612.0 0.0 0.0 0.0 0.0 80277450.0 1938.02 2248.0 836724.0 1682254.0 1006722.0 459658.0 876356.0 689532.0 568540.0 500624.0 1006628.0 34820.0 0.0 0.0
neg 14592 0.0 2130706438.0 162.0 0.0 0.0 0.0 0.0 0.0 0.0 90276.0 773018.0 236244.0 15860.0 4868.0 0.0 464694.0 0.0 34.0 0.0 1882.0 3066.0 984644.0 789062.0 258990.0 123842.0 0.0 0.0 0.0 0.0 104.0 208.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 131786.0 988480.0 0.0 1770.0 998.0 1658.0 2204.0 2640.0 12470.0 1098526.0 0.0 0.0 0.0 489944.0 348710.0 137166.0 65938.0 26522.0 17652.0 13636.0 10988.0 5414.0 4296.0 1246288.0 290.0 36.0 244.0 0.0 464694.0 13896.0 68604.0 189242.0 242820.0 nan nan nan nan nan nan nan 9640.0 14592.14 1246288.0 1246288.0 1191566.0 4285.0 328.0 118416.0 29200.0 1122028.0 1209600.0 38282.0 2.0 126.0 0.0 844361.28 0.0 274802.88 2.0 432.0 0.0 0.0 35156.0 540424.0 443910.0 80488.0 16124.0 3396.0 760.0 8.0 6.0 10.0 1246288.0 0.0 4870.0 654.0 66226.0 150982.0 55302.0 536306.0 291084.0 14800.0 42.0 0.0 116.0 306.0 852904.0 303790.0 0.0 14.0 0.0 0.0 854044.0 2352.0 282.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 9958.0 60.0 6.0 814148.0 152760.0 19198.0 4944.0 4634560.0 463662.0 1156514.0 146.0 0.0 0.0 0.0 14.8 1400.0 291606.0 190418.0 105024.0 57398.0 49152.0 38256.0 243268.0 145144.0 0.0 0.0 0.0 0.0
neg 28338 nan 2130706432.0 238.0 0.0 0.0 0.0 0.0 0.0 0.0 582.0 311608.0 1198378.0 629156.0 51672.0 3858.0 1067710.0 0.0 0.0 0.0 0.0 0.0 1976636.0 1733700.0 371848.0 205258.0 0.0 0.0 14410.0 0.0 554.0 100.0 0.0 0.0 0.0 0.0 0.0 19226.0 1169890.0 499636.0 506502.0 0.0 1354.0 990.0 2554.0 9202.0 137182.0 2043544.0 428.0 0.0 0.0 0.0 568114.0 435566.0 168892.0 132254.0 118744.0 135638.0 313046.0 323000.0 0.0 0.0 2348762.0 80.0 116.0 388.0 36.0 1067710.0 26524.0 202512.0 168768.0 210600.0 nan nan nan nan nan nan nan 158040.0 28337.83 2348762.0 2348762.0 2319360.0 19566.0 1272.0 111156.0 1135300.0 2195254.0 1209600.0 80176.0 2.0 42.0 0.0 1908778.56 0.0 284365.44 4.0 280.0 0.0 0.0 0.0 39456.0 501328.0 1054148.0 561102.0 34100.0 4544.0 576.0 4.0 10.0 2348762.0 nan 2586.0 348.0 44090.0 141000.0 77248.0 1168204.0 741922.0 19618.0 238.0 0.0 352.0 330.0 1889126.0 66304.0 0.0 107980.0 0.0 12.0 1931866.0 1346.0 276.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 17664.0 23964.0 10120.0 0.0 0.0 29992.0 11814.0 5280160.0 549684.0 143196.0 7392.0 0.0 0.0 732820.0 708.7 738.0 296980.0 638814.0 357006.0 150056.0 264776.0 239282.0 140548.0 74750.0 32958.0 84.0 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 7256 nan 280.0 258.0 0.0 0.0 0.0 0.0 0.0 0.0 336.0 69936.0 861458.0 194828.0 1392.0 0.0 442798.0 0.0 0.0 0.0 0.0 0.0 829830.0 565462.0 418096.0 242816.0 0.0 0.0 0.0 0.0 1416.0 190.0 0.0 0.0 0.0 0.0 0.0 0.0 19952.0 0.0 1107998.0 0.0 3362.0 4556.0 9210.0 14292.0 646522.0 449434.0 574.0 0.0 0.0 0.0 625258.0 227394.0 74796.0 52750.0 39016.0 24716.0 25272.0 58742.0 6.0 0.0 1248104.0 0.0 16.0 144.0 10.0 442798.0 19082.0 126894.0 289826.0 403880.0 nan nan nan nan nan nan nan 12200.0 7255.83 1248104.0 1248104.0 1242410.0 4726.0 130.0 2236.0 36440.0 1127950.0 1209600.0 36348.0 4.0 44.0 0.0 592289.28 0.0 534903.36 0.0 0.0 0.0 0.0 0.0 0.0 93038.0 740842.0 283688.0 9716.0 658.0 8.0 130.0 136.0 1248104.0 nan 1396.0 232.0 68492.0 418952.0 52472.0 489668.0 92502.0 3990.0 246.0 0.0 434.0 424.0 575994.0 6500.0 0.0 1254.0 0.0 22.0 604376.0 2082.0 1178.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12216.0 9138.0 1504.0 0.0 0.0 25708.0 3370.0 2629260.0 269110.0 0.0 0.0 0.0 0.0 0.0 437.4 466.0 542964.0 289380.0 90254.0 51562.0 108716.0 44928.0 146.0 0.0 0.0 0.0 0.0 0.0
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Number of rows, columns and List of Columns

Number of rows: 16000
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 13129 82.06
78 bq_000 12981 81.13
77 bp_000 12721 79.51
76 bo_000 12376 77.35
2 ab_000 12363 77.27
113 cr_000 12363 77.27
75 bn_000 11713 73.21
74 bm_000 10546 65.91
73 bl_000 7226 45.16
72 bk_000 6094 38.09
4 ad_000 3981 24.88
92 cf_000 3981 24.88
93 cg_000 3981 24.88
94 ch_000 3981 24.88
110 co_000 3981 24.88
124 ct_000 3718 23.24
125 cu_000 3718 23.24
126 cv_000 3718 23.24
127 cx_000 3718 23.24
128 cy_000 3718 23.24
129 cz_000 3718 23.24
130 da_000 3718 23.24
131 db_000 3718 23.24
132 dc_000 3718 23.24
157 ec_00 2644 16.53
99 cm_000 2578 16.11
98 cl_000 2459 15.37
158 ed_000 2459 15.37
87 ca_000 1206 7.54
20 ak_000 1198 7.49
135 df_000 1094 6.84
136 dg_000 1094 6.84
137 dh_000 1094 6.84
138 di_000 1094 6.84
139 dj_000 1094 6.84
140 dk_000 1094 6.84
141 dl_000 1094 6.84
142 dm_000 1094 6.84
156 eb_000 1094 6.84
3 ac_000 926 5.79
84 bx_000 866 5.41
89 cc_000 865 5.41
27 ar_000 764 4.78
64 bc_000 764 4.78
65 bd_000 764 4.78
134 de_000 764 4.78
144 do_000 764 4.78
145 dp_000 764 4.78
146 dq_000 764 4.78
147 dr_000 764 4.78
148 ds_000 764 4.78
149 dt_000 764 4.78
150 du_000 764 4.78
151 dv_000 764 4.78
152 dx_000 764 4.78
153 dy_000 764 4.78
86 bz_000 763 4.77
111 cp_000 763 4.77
154 dz_000 762 4.76
155 ea_000 762 4.76
169 ef_000 762 4.76
170 eg_000 762 4.76
5 ae_000 690 4.31
6 af_000 690 4.31
66 be_000 690 4.31
67 bf_000 689 4.31
31 av_000 688 4.3
32 ax_000 688 4.3
91 ce_000 688 4.3
133 dd_000 688 4.3
80 bs_000 202 1.26
88 cb_000 202 1.26
100 cn_000 194 1.21
101 cn_001 194 1.21
102 cn_002 194 1.21
103 cn_003 194 1.21
104 cn_004 194 1.21
105 cn_005 194 1.21
106 cn_006 194 1.21
107 cn_007 194 1.21
108 cn_008 194 1.21
109 cn_009 194 1.21
53 ba_000 193 1.21
54 ba_001 193 1.21
55 ba_002 193 1.21
56 ba_003 193 1.21
57 ba_004 193 1.21
58 ba_005 193 1.21
59 ba_006 193 1.21
60 ba_007 193 1.21
61 ba_008 193 1.21
62 ba_009 193 1.21
33 ay_000 192 1.2
34 ay_001 192 1.2
35 ay_002 192 1.2
36 ay_003 192 1.2
37 ay_004 192 1.2
38 ay_005 192 1.2
39 ay_006 192 1.2
40 ay_007 192 1.2
41 ay_008 192 1.2
42 ay_009 192 1.2
43 az_000 192 1.2
44 az_001 192 1.2
45 az_002 192 1.2
46 az_003 192 1.2
47 az_004 192 1.2
48 az_005 192 1.2
49 az_006 192 1.2
50 az_007 192 1.2
51 az_008 192 1.2
52 az_009 192 1.2
159 ee_000 192 1.2
160 ee_001 192 1.2
161 ee_002 192 1.2
162 ee_003 192 1.2
163 ee_004 192 1.2
164 ee_005 192 1.2
165 ee_006 192 1.2
166 ee_007 192 1.2
167 ee_008 192 1.2
168 ee_009 192 1.2
82 bu_000 190 1.19
83 bv_000 190 1.19
112 cq_000 190 1.19
143 dn_000 190 1.19
7 ag_000 189 1.18
8 ag_001 189 1.18
9 ag_002 189 1.18
10 ag_003 189 1.18
11 ag_004 189 1.18
12 ag_005 189 1.18
13 ag_006 189 1.18
14 ag_007 189 1.18
15 ag_008 189 1.18
16 ag_009 189 1.18
114 cs_000 189 1.18
115 cs_001 189 1.18
116 cs_002 189 1.18
117 cs_003 189 1.18
118 cs_004 189 1.18
119 cs_005 189 1.18
120 cs_006 189 1.18
121 cs_007 189 1.18
122 cs_008 189 1.18
123 cs_009 189 1.18
90 cd_000 185 1.16
17 ah_000 175 1.09
63 bb_000 175 1.09
21 al_000 169 1.06
23 an_000 169 1.06
25 ap_000 169 1.06
68 bg_000 169 1.06
69 bh_000 169 1.06
18 ai_000 163 1.02
19 aj_000 163 1.02
22 am_0 163 1.02
28 as_000 163 1.02
29 at_000 163 1.02
30 au_000 163 1.02
24 ao_000 162 1.01
26 aq_000 162 1.01
70 bi_000 162 1.01
71 bj_000 162 1.01
85 by_000 107 0.67
95 ci_000 86 0.54
96 cj_000 86 0.54
97 ck_000 86 0.54
81 bt_000 28 0.18
0 class 0 0.0
1 aa_000 0 0.0

Numeric Column Statistics

ColumnCountMeanStandard DeviationMinimum10%25%Median (50%)75%90%Maximum
aa_000 16000.0 67996.9838 503534.9532 0.0 18.0 928.0 30982.0 49479.0 119608.0 42949672.0
ab_000 3637.0 0.7721 2.5892 0.0 0.0 0.0 0.0 0.0 2.0 58.0
ac_000 15074.0 358039349.5035 796696845.9782 0.0 0.0 16.0 159.0 1003.5 2130706432.0 2130706570.0
ad_000 12019.0 439.4988 1551.3281 0.0 6.0 26.0 130.0 430.0 980.0 87038.0
ae_000 15310.0 6.4283 118.1865 0.0 0.0 0.0 0.0 0.0 0.0 11044.0
af_000 15310.0 10.196 167.2605 0.0 0.0 0.0 0.0 0.0 0.0 14186.0
ag_000 15811.0 120.8585 6454.6603 0.0 0.0 0.0 0.0 0.0 0.0 736174.0
ag_001 15811.0 2064.2037 89257.7796 0.0 0.0 0.0 0.0 0.0 0.0 10472522.0
ag_002 15811.0 13792.3605 235840.5175 0.0 0.0 0.0 0.0 0.0 0.0 19149160.0
ag_003 15811.0 112627.596 1025842.6637 0.0 0.0 0.0 0.0 0.0 14428.0 73057472.0
ag_004 15811.0 490541.9171 2794523.9223 0.0 78.0 314.0 3722.0 52640.0 407798.0 189532440.0
ag_005 15811.0 1175855.0966 3643970.2171 0.0 2076.0 14622.0 180684.0 924016.0 2310246.0 168534742.0
ag_006 15811.0 1697993.8109 4063961.428 0.0 2140.0 11876.0 959138.0 1893272.0 3340466.0 76912990.0
ag_007 15811.0 506369.9565 1392885.8649 0.0 0.0 0.0 116546.0 596907.0 1119816.0 34998154.0
ag_008 15811.0 35921.5711 242074.0392 0.0 0.0 0.0 1732.0 27730.0 71306.0 17585008.0
ag_009 15811.0 5784.8484 171407.8858 0.0 0.0 0.0 0.0 411.0 3588.0 13980982.0
ah_000 15825.0 1917729.6618 4556205.4658 0.0 3143.6 31852.0 1011804.0 1612134.0 3471974.4 82073576.0
ai_000 15837.0 11772.5656 226791.354 0.0 0.0 0.0 0.0 0.0 823.6 17770090.0
aj_000 15837.0 1255.3918 51598.159 0.0 0.0 0.0 0.0 0.0 126.0 3913164.0
ak_000 14802.0 929.3197 90545.6452 0.0 0.0 0.0 0.0 0.0 0.0 10930586.0
al_000 15831.0 70887.3691 649239.167 0.0 0.0 0.0 0.0 1294.0 17528.0 37779302.0
am_0 15837.0 112102.8873 1012688.9974 0.0 0.0 0.0 0.0 2552.0 27228.4 55566902.0
an_000 15831.0 3660704.7079 8472479.1477 0.0 13104.0 78182.0 1940504.0 3154676.0 6934356.0 149868570.0
ao_000 15838.0 3178962.8059 7430516.0363 0.0 10625.4 70191.5 1667860.0 2706059.5 6024827.6 142751664.0
ap_000 15831.0 1076360.654 3425632.1354 0.0 10332.0 26384.0 361826.0 731890.0 1683012.0 115613054.0
aq_000 15838.0 474662.3824 1379943.0532 0.0 818.0 4386.5 183376.0 379458.5 822763.6 34558772.0
ar_000 15236.0 0.4777 4.6004 0.0 0.0 0.0 0.0 0.0 0.0 188.0
as_000 15837.0 699.4376 57903.5304 0.0 0.0 0.0 0.0 0.0 0.0 6383704.0
at_000 15837.0 5664.122 126645.7526 0.0 0.0 0.0 0.0 0.0 374.8 10654346.0
au_000 15837.0 559.937 47576.5413 0.0 0.0 0.0 0.0 0.0 0.0 5711474.0
av_000 15312.0 1251.0242 7104.837 0.0 0.0 12.0 120.0 664.0 2237.8 299810.0
ax_000 15312.0 387.127 1500.4138 0.0 0.0 10.0 68.0 266.0 748.0 53572.0
ay_000 15808.0 25256.8343 1011857.6285 0.0 0.0 0.0 0.0 0.0 0.0 74041092.0
ay_001 15808.0 15629.2575 650179.4983 0.0 0.0 0.0 0.0 0.0 0.0 58351582.0
ay_002 15808.0 12767.5001 471456.8429 0.0 0.0 0.0 0.0 0.0 0.0 30231168.0
ay_003 15808.0 7682.9217 216509.3919 0.0 0.0 0.0 0.0 0.0 0.0 12510854.0
ay_004 15808.0 8642.1762 264402.2474 0.0 0.0 0.0 0.0 0.0 0.0 15260464.0
ay_005 15808.0 86703.1919 767009.0773 0.0 0.0 0.0 0.0 38808.5 135945.2 31519254.0
ay_006 15808.0 1094536.1216 3322710.1642 0.0 0.0 0.0 168161.0 1264415.5 2357050.8 90066992.0
ay_007 15808.0 1597339.8413 5021543.4759 0.0 0.0 6119.0 368637.0 1346559.5 2937725.2 165520626.0
ay_008 15808.0 1183458.5416 5220942.1888 0.0 936.0 8136.0 101427.0 643154.5 2019905.6 326836844.0
ay_009 15808.0 1141.7139 51790.9709 0.0 0.0 0.0 0.0 0.0 0.0 5476238.0
az_000 15808.0 8086.5091 63698.1213 0.0 113.4 1040.0 2128.0 4218.0 10287.2 4610588.0
az_001 15808.0 4732.4776 30432.0376 0.0 14.0 64.0 662.0 2092.0 6484.6 1571186.0
az_002 15808.0 7971.604 50501.4464 0.0 22.0 96.0 1046.0 3182.5 10379.2 2130518.0
az_003 15808.0 89526.6488 718310.0401 0.0 34.0 308.0 3715.0 43995.0 180304.0 38615696.0
az_004 15808.0 1531930.743 4480546.1022 0.0 172.0 1560.0 92688.0 1786190.0 3143826.6 132037276.0
az_005 15808.0 2265302.7757 7407088.4926 0.0 3586.0 41260.0 543156.0 1793937.5 4449775.8 481046524.0
az_006 15808.0 105272.0381 892446.4011 0.0 0.0 10.0 316.0 4460.5 32901.6 39629830.0
az_007 15808.0 19783.8928 262020.388 0.0 0.0 0.0 0.0 0.0 90.0 11568186.0
az_008 15808.0 530.4862 11637.2835 0.0 0.0 0.0 0.0 0.0 0.0 824992.0
az_009 15808.0 20.8472 1251.4852 0.0 0.0 0.0 0.0 0.0 0.0 153934.0
ba_000 15807.0 1470580.4293 4001175.7354 0.0 6366.0 34614.0 686680.0 1276784.0 2681926.8 151942334.0
ba_001 15807.0 941611.6052 2625933.7545 0.0 588.0 16206.0 452444.0 827073.0 1711636.0 142000418.0
ba_002 15807.0 436389.0955 1277917.0293 0.0 158.0 5724.0 189490.0 343823.0 753937.6 48532084.0
ba_003 15807.0 290777.8174 810836.8003 0.0 130.0 2014.0 136946.0 245465.0 528327.6 32892744.0
ba_004 15807.0 218215.4786 597030.8329 0.0 66.0 695.0 104084.0 198912.0 407239.2 24017502.0
ba_005 15807.0 198714.0113 555505.6861 0.0 54.0 404.0 85528.0 184935.0 396005.2 19240550.0
ba_006 15807.0 215228.216 640732.9238 0.0 64.0 368.0 71464.0 208742.0 421090.4 15731706.0
ba_007 15807.0 190590.0509 548938.3618 0.0 0.0 82.0 5628.0 211224.0 447332.4 15427264.0
ba_008 15807.0 37727.4986 248177.9447 0.0 0.0 0.0 24.0 1927.0 51832.4 19032344.0
ba_009 15807.0 42205.1834 423415.1606 0.0 0.0 0.0 0.0 68.0 7439.6 37388872.0
bb_000 15825.0 4804349.214 11903889.2986 0.0 25656.8 111950.0 2383518.0 3883096.0 8582198.8 234981844.0
bc_000 15236.0 559.7858 3242.8637 0.0 0.0 0.0 16.0 140.0 694.0 169372.0
bd_000 15236.0 939.8194 4767.4007 0.0 2.0 10.0 68.0 446.0 1406.0 243444.0
be_000 15310.0 1420.9483 7878.7952 0.0 0.0 20.0 183.0 632.0 2048.0 413448.0
bf_000 15311.0 81.9385 562.8825 0.0 0.0 0.0 2.0 20.0 84.0 29434.0
bg_000 15831.0 1919084.9369 4555955.8121 0.0 3142.0 31865.0 1011986.0 1612712.0 3475010.0 82073576.0
bh_000 15831.0 61907.9332 165550.0 0.0 214.0 913.0 26872.0 49514.0 107472.0 3868624.0
bi_000 15838.0 514794.2272 1570840.3035 0.0 6138.0 16566.5 183123.0 385760.0 880780.0 54036070.0
bj_000 15838.0 558968.3982 2054807.0511 0.0 2815.4 9169.0 156587.0 337072.0 821230.6 64370192.0
bk_000 9906.0 280200.5047 258400.132 0.0 129240.0 163480.0 211310.0 279740.0 407580.0 1310700.0
bl_000 8774.0 320483.0112 314986.8044 0.0 133238.0 171990.0 223460.0 304530.0 520954.0 1310700.0
bm_000 5454.0 400614.7158 406659.7393 0.0 121700.0 171525.0 239010.0 379000.0 1310700.0 1310700.0
bn_000 4287.0 457347.1052 459168.1733 0.0 105532.0 169380.0 251620.0 473840.0 1310700.0 1310700.0
bo_000 3624.0 503282.1578 490851.586 0.0 0.0 171495.0 268010.0 1310700.0 1310700.0 1310700.0
bp_000 3279.0 538685.7091 512167.0537 0.0 0.0 172120.0 284840.0 1310700.0 1310700.0 1310700.0
bq_000 3019.0 567845.949 528481.1884 0.0 0.0 173750.0 298660.0 1310700.0 1310700.0 1310700.0
br_000 2871.0 587884.4653 538967.748 0.0 0.0 173820.0 311820.0 1310700.0 1310700.0 1310700.0
bs_000 15798.0 81667.8858 86061.1157 0.0 8500.0 18020.0 52240.0 120410.0 191546.0 1037240.0
bt_000 15972.0 68070.1029 503946.3252 0.0 18.25 933.3475 31028.575 49512.11 119607.46 42949672.95
bu_000 15810.0 4791851.3884 11869897.4349 0.0 25655.2 111641.0 2382638.0 3880022.0 8572831.2 234981844.0
bv_000 15810.0 4791852.0414 11869898.0585 0.0 25655.2 111687.0 2382638.0 3880022.0 8572831.2 234981844.0
bx_000 15134.0 4305277.7151 11593158.5573 170.0 24137.8 94075.0 2288692.0 3657613.0 7346778.2 531835592.0
by_000 15893.0 22932.6032 56269.2272 0.0 27.0 232.0 12716.0 20534.0 42165.6 924337.0
bz_000 15237.0 109007.6661 685736.4217 0.0 0.0 10.0 1120.0 14764.0 140333.6 22401370.0
ca_000 14794.0 39906.5967 37035.4099 0.0 2178.6 7352.5 26070.0 69271.5 100309.0 120922.0
cb_000 15798.0 411312.713 370646.5488 0.0 23754.0 81905.0 283600.0 712625.0 1009446.0 1209520.0
cc_000 15135.0 3998477.4306 10869221.5832 0.0 7941.6 67417.0 2141098.0 3377232.0 6830897.2 506205818.0
cd_000 15815.0 1209600.0 0.0 1209600.0 1209600.0 1209600.0 1209600.0 1209600.0 1209600.0 1209600.0
ce_000 15312.0 64039.9023 142054.5461 0.0 0.0 258.0 3404.0 87760.0 153440.8 4399644.0
cf_000 12019.0 40.7799 1009.0622 0.0 0.0 0.0 2.0 2.0 4.0 82934.0
cg_000 12019.0 93.7086 375.2642 0.0 2.0 8.0 46.0 102.0 176.0 14838.0
ch_000 12019.0 0.0005 0.0316 0.0 0.0 0.0 0.0 0.0 0.0 2.0
ci_000 15914.0 3656346.7244 8775294.3277 0.0 3287.904 52074.72 1882115.04 2975476.08 6695044.704 133766558.4
cj_000 15914.0 117166.9461 1369087.3825 0.0 0.0 0.0 0.0 0.0 14412.0 74498678.4
ck_000 15914.0 757855.8536 2308328.5434 0.0 4508.928 15420.48 256016.64 557808.24 1306796.928 52801906.56
cl_000 13541.0 423.8542 5017.1307 0.0 0.0 0.0 0.0 2.0 38.0 129536.0
cm_000 13422.0 358.6638 2072.7287 0.0 0.0 0.0 6.0 102.0 715.8 98124.0
cn_000 15806.0 3962.7144 113818.2142 0.0 0.0 0.0 0.0 0.0 0.0 12567090.0
cn_001 15806.0 31882.4721 464908.7514 0.0 0.0 0.0 0.0 0.0 2034.0 45317856.0
cn_002 15806.0 184958.5115 1318690.4626 0.0 0.0 0.0 0.0 8734.5 76707.0 83977900.0
cn_003 15806.0 580912.2995 2611156.937 0.0 855.0 4772.0 34835.0 245198.0 965049.0 160348272.0
cn_004 15806.0 1358307.2955 3775481.8738 0.0 2522.0 21332.5 526228.0 1211182.0 2572925.0 151749762.0
cn_005 15806.0 1376802.4988 3268916.5369 0.0 841.0 5790.0 699856.0 1517741.5 2752914.0 89357368.0
cn_006 15806.0 409604.7053 1111394.7208 0.0 90.0 656.0 100110.0 452943.0 943361.0 33969124.0
cn_007 15806.0 65854.2557 361858.1729 0.0 0.0 72.0 10166.0 31090.0 82305.0 13449738.0
cn_008 15806.0 21244.2795 218296.6548 0.0 0.0 2.0 1888.0 5300.0 12209.0 9628690.0
cn_009 15806.0 8759.7635 172714.0824 0.0 0.0 0.0 26.0 294.0 935.0 12306772.0
co_000 12019.0 298.6914 1746.817 0.0 0.0 0.0 8.0 78.0 498.0 61216.0
cp_000 15237.0 485.3083 5196.4829 0.0 0.0 4.0 14.0 84.0 510.0 364448.0
cq_000 15810.0 4791851.4701 11869897.4474 0.0 25655.2 111687.0 2382638.0 3880022.0 8572831.2 234981844.0
cr_000 3637.0 50.0231 1086.2676 0.0 0.0 0.0 0.0 0.0 0.0 39326.0
cs_000 15811.0 5683.756 13083.7554 0.0 712.0 1239.0 3238.0 5771.0 10752.0 924996.0
cs_001 15811.0 805.6601 2260.5165 0.0 12.0 34.0 368.0 698.0 1482.0 108050.0
cs_002 15811.0 258991.689 1384391.1898 0.0 20.0 270.0 21620.0 95142.0 315436.0 65572940.0
cs_003 15811.0 378540.5773 1290165.6716 0.0 78.0 3318.0 124004.0 297026.0 704108.0 61737200.0
cs_004 15811.0 485730.169 2469110.0629 0.0 430.0 2930.0 92856.0 212428.0 546238.0 152455352.0
cs_005 15811.0 2341946.6278 5941342.5976 0.0 1918.0 20908.0 1244718.0 2060746.0 4320332.0 244576754.0
cs_006 15811.0 552500.8837 1105383.8105 0.0 2070.0 13927.0 244748.0 697751.0 1253502.0 27011048.0
cs_007 15811.0 14546.4501 36095.2059 0.0 22.0 1226.0 6256.0 18210.0 34136.0 2954392.0
cs_008 15811.0 381.9661 24023.1705 0.0 0.0 2.0 48.0 149.0 298.0 2826620.0
cs_009 15811.0 1946.7659 244125.8615 0.0 0.0 0.0 0.0 0.0 0.0 30696802.0
ct_000 12282.0 753.3473 3780.2174 0.0 8.0 40.0 218.0 670.0 1529.8 301566.0
cu_000 12282.0 1198.3004 6371.4654 0.0 14.0 82.0 290.0 868.0 2148.0 283298.0
cv_000 12282.0 1936069.9044 3519475.9067 0.0 2154.0 26635.0 1205520.0 2404128.0 4338781.0 67080280.0
cx_000 12282.0 361454.3921 1501626.7074 0.0 58.0 946.5 45464.0 127047.5 582488.4 41692638.0
cy_000 12282.0 183.2698 4926.7887 0.0 0.0 0.0 0.0 0.0 28.0 255292.0
cz_000 12282.0 17016.0868 160398.4073 0.0 0.0 6.0 212.0 5926.0 37341.6 11263386.0
da_000 12282.0 7.7891 288.644 0.0 0.0 0.0 0.0 0.0 0.0 22458.0
db_000 12282.0 12.7113 22.7869 0.0 0.0 0.0 0.0 20.0 42.0 610.0
dc_000 12282.0 2207136.4796 3917375.0263 0.0 2692.2 28812.0 1768289.0 2647675.5 4762151.2 72195158.0
dd_000 15312.0 3378.1366 11048.4532 0.0 56.0 136.0 1384.0 2724.0 5791.8 317942.0
de_000 15236.0 374.0492 1346.2762 0.0 40.0 66.0 146.0 300.0 621.0 62916.0
df_000 14906.0 23080.6856 1739948.0373 0.0 0.0 0.0 0.0 0.0 0.0 203500780.0
dg_000 14906.0 12387.5364 374156.4663 0.0 0.0 0.0 0.0 0.0 0.0 23364394.0
dh_000 14906.0 2784.2989 137079.4178 0.0 0.0 0.0 0.0 0.0 30.0 16037200.0
di_000 14906.0 35531.3687 443860.8357 0.0 0.0 0.0 0.0 0.0 5028.0 19034926.0
dj_000 14906.0 1.5202 81.543 0.0 0.0 0.0 0.0 0.0 0.0 8630.0
dk_000 14906.0 900.6286 45387.9315 0.0 0.0 0.0 0.0 0.0 0.0 4535872.0
dl_000 14906.0 30112.6117 1205698.0739 0.0 0.0 0.0 0.0 0.0 0.0 87475810.0
dm_000 14906.0 7534.451 291462.1463 0.0 0.0 0.0 0.0 0.0 0.0 18523316.0
dn_000 15810.0 36133.2805 105180.5914 0.0 210.0 698.0 14598.0 27619.5 59871.6 2924576.0
do_000 15236.0 29942.7804 73951.5067 0.0 0.0 22.0 10906.0 37896.5 65783.0 2472198.0
dp_000 15236.0 7296.6254 16218.714 0.0 0.0 6.0 2591.0 8374.5 18082.0 535316.0
dq_000 15236.0 3700988.903 82097716.2126 0.0 0.0 0.0 0.0 0.0 32695.0 4135334432.0
dr_000 15236.0 200705.6219 1382593.6293 0.0 0.0 0.0 0.0 0.0 7221.0 45825300.0
ds_000 15236.0 93421.9699 225908.8952 0.0 54.0 752.0 49213.0 99458.5 179390.0 4797414.0
dt_000 15236.0 15995.1769 36646.3836 0.0 18.0 162.0 8525.0 17710.5 31942.0 855260.0
du_000 15236.0 4354386.2733 12617892.7391 0.0 540.0 6055.0 198760.0 3596515.0 11685370.0 351783320.0
dv_000 15236.0 644145.6557 2324846.2667 0.0 74.0 820.0 33502.0 541579.5 1480783.0 75338244.0
dx_000 15236.0 782938.1487 4031960.1611 0.0 0.0 0.0 0.0 9920.0 1379807.0 88668302.0
dy_000 15236.0 8066.1302 64277.1829 0.0 0.0 0.0 0.0 38.0 6860.0 3115824.0
dz_000 15238.0 0.1708 8.6441 0.0 0.0 0.0 0.0 0.0 0.0 904.0
ea_000 15238.0 1.4142 43.1671 0.0 0.0 0.0 0.0 0.0 0.0 3342.0
eb_000 14906.0 10705399.8685 59133473.8022 0.0 0.0 0.0 666285.0 4141297.5 28743065.0 4496965920.0
ec_00 13356.0 1377.3789 3576.2553 0.0 6.98 118.12 774.36 1394.78 2443.4 83520.48
ed_000 13541.0 1511.2135 3831.7763 0.0 44.0 102.0 850.0 1528.0 2734.0 88388.0
ee_000 15808.0 786160.1902 2887623.9909 0.0 5179.6 16758.0 266552.0 579531.0 1296051.8 163085734.0
ee_001 15808.0 804960.689 2545611.6578 0.0 2026.0 8951.5 355364.0 669013.0 1412145.6 97841920.0
ee_002 15808.0 464913.4634 1255197.1208 0.0 205.4 3178.0 240986.0 439132.0 871772.8 53823332.0
ee_003 15808.0 221200.9624 582869.1325 0.0 40.0 1256.0 114780.0 218951.0 425119.6 22079694.0
ee_004 15808.0 469088.5725 1267549.7373 0.0 50.0 2883.5 229708.0 471486.0 930681.6 48597502.0
ee_005 15808.0 425669.5517 1259559.9198 0.0 28.0 3869.5 195651.0 403410.5 764709.6 56043478.0
ee_006 15808.0 355923.9238 1199543.6838 0.0 14.0 610.0 96570.0 279035.5 633885.2 42159442.0
ee_007 15808.0 352401.4307 1628544.7472 0.0 0.0 124.0 42013.0 169910.0 442243.8 47471374.0
ee_008 15808.0 144275.9219 536822.5022 0.0 0.0 0.0 3985.0 138931.0 359832.6 17185754.0
ee_009 15808.0 8560.3549 53299.4599 0.0 0.0 0.0 0.0 1907.0 16478.6 4570398.0
ef_000 15238.0 0.065 3.3747 0.0 0.0 0.0 0.0 0.0 0.0 340.0
eg_000 15238.0 0.2427 14.3391 0.0 0.0 0.0 0.0 0.0 0.0 1720.0

Categorical Column Statistics

ColumnCountNumber of Unique ValuesTop ValueFrequency of Top Value
class 16000 2 neg 15625

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.