banking sector data for loans

Citation Author(s):
Yongsheng
Guan
Submitted by:
Yongsheng Guan
Last updated:
Sun, 02/20/2022 - 07:28
DOI:
10.21227/pmrg-n341
License:
288 Views
Categories:
0
0 ratings - Please login to submit your rating.

Abstract 

Our experimental data come from a city commercial bank in China. These data belong to the bank’s private database. The original data set has 67 attributes and a total of 29,723 loan samples.

Normal
0

7.8 磅
0
2

false
false
false

EN-US
ZH-CN
X-NONE

/* Style Definitions */
table.MsoNormalTable
{mso-style-name:普通表格;
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-para-margin:0cm;
mso-para-margin-bottom:.0001pt;
mso-pagination:widow-orphan;
font-size:10.5pt;
mso-bidi-font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;
mso-font-kerning:1.0pt;}

Instructions: 

@relation 'Book3-weka.filters.unsupervised.attribute.Reorder-R1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,53-weka.filters.unsupervised.attribute.Remove-R3,6-7,10,21-weka.filters.unsupervised.attribute.Remove-R23,26,30,32-weka.filters.unsupervised.attribute.Remove-R33-34,37,41-weka.filters.unsupervised.attribute.Remove-R39-weka.filters.unsupervised.attribute.Remove-R40-49-weka.filters.unsupervised.attribute.Remove-R40-43-weka.filters.unsupervised.attribute.Remove-R43,48-weka.filters.unsupervised.attribute.Remove-R45-weka.filters.unsupervised.attribute.Remove-R51-weka.filters.unsupervised.attribute.Remove-R62-weka.filters.unsupervised.attribute.Remove-R33-weka.filters.unsupervised.attribute.Remove-R40-weka.filters.unsupervised.attribute.Remove-R60'

@attribute S1 numeric
@attribute S2 numeric
@attribute S4 numeric
@attribute S5 numeric
@attribute S8 numeric
@attribute S9 numeric
@attribute S11 numeric
@attribute S12 numeric
@attribute S13 numeric
@attribute S14 numeric
@attribute S15 numeric
@attribute S16 numeric
@attribute S17 numeric
@attribute S18 numeric
@attribute S19 numeric
@attribute S20 numeric
@attribute S22 numeric
@attribute S23 numeric
@attribute S24 numeric
@attribute S25 numeric
@attribute S26 numeric
@attribute S27 numeric
@attribute S29 numeric
@attribute S30 numeric
@attribute S32 numeric
@attribute S33 numeric
@attribute S34 numeric
@attribute S36 numeric
@attribute S38 numeric
@attribute S39 numeric
@attribute S40 numeric
@attribute S41 numeric
@attribute S45 numeric
@attribute S47 numeric
@attribute S48 numeric
@attribute S49 numeric
@attribute S51 numeric
@attribute S54 numeric
@attribute S69 numeric
@attribute S71 numeric
@attribute S73 numeric
@attribute S74 numeric
@attribute S76 numeric
@attribute S78 numeric
@attribute S79 numeric
@attribute S80 numeric
@attribute S81 {姚刚,谷云峰,穆之宇,李爽,0,027,王琳,冯程,李宏丽,张舸茹,支付农资}
@attribute S82 numeric
@attribute S84 numeric
@attribute S85 numeric
@attribute S86 {邢志英,屈磊,冯慧娟,屈伟,刘贤成,丛砚超,董明刚,刘彬,杨桂华,丛彦超,王颖,梁文龙,于超,陶博,丛延超,许庆文,岳云朋,任海,从砚超,高伟超,孙湘春,张明珠,杨丽萍,闫庆凤,阎庆凤,王顺堂,王玉平,刘继勇,关莹石,席有为,陆文瑞,程刚,安福生,季学智,韩光军,王学峰,王忠平,芮政,黄俭,芮正,王铁志,夏丽丽,王晓峰,张远,桑辉,陈思佳,刘宏伟,梁金艳,李雪梅,戴增,粱文龙,林乐彤,谭振林,麻占涛,黄立智,王晓波,康继飞,张鑫,0530,姜婉丽,高培培,200349,王刚,邢军,樊静,刑军,贡凭,刘明辉,谷云峰,0892,何文,孙海,杨春雨,赵晓红,任宇环,200530,王春一,刘明,马贺,蔡晓智,宋诗春,王博,孙佳静,段艳茹,0188,柳文,张玉峰,200287,蔡立新,谷云娇,马兰彪,于春莉,陈盛刚,张杰,李微,赵洪海,张兵,高翔,杨峰,0460,200353,9911,吴国明,200285,黄晶明,田申,魏春雷,姚刚,谷云姣,韩丹,宋爱英,张雪峰,王雪彬,张玉杰,李世洪,李明,张志伟,徐井海,张继波,李振山,韩守民,027,刘铁民,王雪滨,马洪光,崔崧,刘喆,郭晋,夏晓明,汲岩锐,赵明浩,李宏丽,冯程,张舸茹,李爽,曹洋,张俊伟,党安东,于忠水,刘柏廷,孙莹,穆之宇,彭佳辉,钱晓辉,杨忠彬,柳博,徐宽,孙秀娟,刘兴国,马晓峰,古云峰,王帅,刘丹,黄金丝,国宏畅,徐强,周芷伊,马柏波,毕微微,周宏,于水宽,杨士勇,邹有瑜,安洋,乔琦,马静,郑玉清,王世清,200351,王铁柱,栗永田,于海辉,马达,娄婷,贾江宁,崔文祥,叶林松,訾晓杰,荆锐,李正超,王蕊,韩丽君,梁宵,0735,杨宇巍,0500,崔成江,曹阳,孙华菊,张金铎,柳文庞伟,马俊红,程俊杰,房巍,赵琪,尹磊,于振军,刘成龙,赵金辉,柳文魏春,孙瑜,刘申,2000519,张晓欢,赵雷,祝蕊,朱勤国,庞伟,200498,黑红艳,002052,褚佳致,裴景丽,张丽丽,陈绪,0143,韩天骥,王金玉,刘越鹏,李光昱,黄汝彪,任得琛,朱绪君,赵海平,杨万勇,许丽丽,崔恒龙,王强,官元杰,房魏,王磊,王英力,周晓,100097,001003,130006,400140,100251,500007,900007,800004,100110,100111,400037,100115,100108,400022,001006,300103,200142,200255,400045,200325,100396,100328,400113,300171,400139,220003,200455,600109,300112,190010,400125,180019,600105,200464,400077,400133,200459,400019,400112,300153,200472,300173,300162,400031,300174,130034,100103,001004,200303,400132,900028,100445,220009,270010,160006,270012,270009,200408,100117,100441,800005,100232,100159,250003,100158,100304,200354,200350,100305,100437,100301,400167,200696,140010,100121,200370,400170,200701,001018,100205,100119,300172,200695,170004,400141,210011,100136,210009,300094,210001,400016,100310,120015,200490,120034,900051,400011,900016,700011,200403,270014,100330,200725,200694,200261,120033,190032,200624,190018,500013,300165,220005,120003,900008,400007,200454,200198,100064,400142,130032,130040,130043,700013,500010,100107,400131,700008,130038,100340,100109,200279,180002,001017,400138,240004,100143,100149,270006,160016,240003,500014,100156,200302,190042,700014,270008,200435,130039,220007,200258,290007,100132,200112,120035,110017,280009,400130,190031,210002,250008,180025,600138,200191,600137,200730,300102,160007,220008,110019,200518,180031,100421,200220,200667,900042,001212,211004,100075,200360,200567,200316,180039,120046,500008,400163,290006,001023,200700,140009,500005,110018,300169,310008,100140,400202,260006,100151,160010,100133,100187,100083,100234,200299,700009,200533,200726,100200,400206,170010,210041,100141,200636,300166,001035,260007,200690,250005,400201,230003,260005,400179,500016,200425,170012,300182,001040,100106,160030,王蒙,100123,130028,100379,290009,500011,170008,270015,200433,190050,300152,200378,于永龙,280005,190019,200703,250009,900050,130042,300154,001020,310005,240013,260003,160031,200183,400208,100397,100381,900058,190008,120045,120042,230004,100137,170011,向琼,001027,001025,吴俊,100114,170003,150009,300040,200592,200414,190029,400220,001117,290005,300069,200626,200111,110047,600129,210046,300045,金倩,140019,刘文教,190049,700019,500017,100142,200109,陈明明,400136,200720,刘智,130016,100197,100327,270017,100124,900057,400145,200348,340005,100608,280002,100071,140008,300005,190048,200714,330010,200412,290010,170009,320005,340007,廖从康,200259,200476,110016,400267,190047,200731,300027,330007,400313,130057,倪楚雄,100400,190041,400166,140006,400303,200195,200718,王萌,330005,340006,190059,001118,200734,300156,900070,200625,500020,张培元,400363,王群,400393,360005,280013,400383,100442,120021,400343,100084,400334,900077,210016,180054,270019,900076,400266,120058,320003,600161,林恪尊,390003,130085,200239,001215,260004,100160,140012,270027,戴灵洁,400373,180047,600159,230020,邱海,900010,270024,郭萌,320004,370006,190044,320012,130078,213003,余丽云,200728,200386,300100,200253,380002,600155,330006,270025,310013,400168,200727,350005,800027,100436,500021,100443,600182,300147,190052,270029,270023,430004,310015,400198,500023,212004,210039,120047,240030,130063,900067,240024,110015,110045,420003,400601,200669,213004,430007,800019,190053,200787,120073,120014,李晓磊,卓琳,200702,120062,500018,150003,420005,460008,沈波,250012,270035,190028,420004,270033,400324,180056,270021,400164,310016,陈功,240017,460004,420002,150004,270032,300132,160008,200782,400223,900084,600158,120069,140022,130012,460007,240002,190055,300155,130112,440005,200355,470008,450007,350006,270026,001103,130111,邢竹,270022,270028,430009,200789,900089,210043,900098,130066,190060,001019,450045,110026,100074,190086,200188,213005,100513,600172,190088,王浩宇,360010,340012,400224,900078,沈健,200710,110034,260010,213002,130128,900104,600164,130118,600202,900103,600204,600174,600175,300160,900099,800028,邹秋夷,200716,200783,400169,100250,200709,190040,600145,120054,300101,180008,180020,600195,340009,300303,460006,王琳,450011,510004,130132,215002,270038,晏荣霞,430005,110056,600210,300158,510005,200672,300168,370007,001021,110073,600177,250011,100389,100420,700023,100329,480003,410022,450012,410017,王玉兴,210051,130133,430006,410025,410033,200723,212006,600133,410032,420006,于天一,410016,410003,120083,490006,510003,190061,214002,410007,190085,001011,180083,280015,黄文,胡宇翔,100444,390016,340014,410018,900110,200719,180084,200739,410019,600169,540004,尹博,杨宁辉,190087,130138,600170,490008,410015,430010,470006,180055,600162,410020,410040,130166,陈浩,410006,520007,800033,120055,410028,杨晓娟,280010,700028,230022,180086,600217,450009,700035,390013,240046,490013,130144,001047,800003,100147,陈文,800035,200715,100404,130173,900112,330015,520008,180064,410038,180062,600226,180032,杨帆,560003,600222,100298,200402,110049,130179,150023,400300,田凯,330014,600171,160033,600167,280018,240043,900071,530006,110046,130114,420010,600208,180107,朱婧雯,900113,110085,邓垦,215005,180043,280016,马琴,130129,180110,310024,390017,001214,190104,400239,360007,211008,540009,王祯贝,180085,900094,560007,600209,130197,180076,390014,216081,130105,400353,190107,220021,214006,400171,350008,200759,900124,300099,510006,410030,120070,250021,214005,560009,190101,330037,120063,020004,023003,010020,120078,420011,330044,010015,490021,031007,300004,030011,200007,030012,010101,120057,001060,200011,200017,021002,040017,410049,280023,190092,600227,240048,600233,280026,020019,180078,180068,600192,600242,010023,390020,020006,270056,150029,040014,280025,250022,040018,130164,230029,050012,215006,510009,060008,370017,190108,380011,160038,214007,190071,550007,490020,700046,100034,200729,400205,280027,450019,060003,010022,022001,270057,130227,021004,320006,023005,480017,280028,200691,320007,031005,031012,024002,120086,190116,130231,450018,050013,200041,230042,200554,600244,800034,310010,110061,400632,900126,250030,600251,213007,010032,250024,900156,120116,180018,800039,270046,010033,900146,400633,400005,200847,230045,430013,400631,400247,600214,900154,190115,120106,900151,120115,213009,900150,040016,130205,570014,400645,900182,217003,214003,190122,700079,370009,800029,400404,360016,200164,200697,190027,300013,900187,110104,900194,100474,800031,022002}
@attribute S87 {市,13,03,02,04,05,06,08,01,07,23,25,26,24,30,28,33,c,10,11,12,14,15,16,17,18,19,29,27,22,21,20,YJ,44,45,09,46,47,48,公,.,装,小,农,FE,汲}
@attribute S88 numeric
@attribute S89 numeric
@attribute S90 numeric
@attribute S91 numeric
@attribute S92 numeric
@attribute S93 numeric
@attribute S94 numeric
@attribute S53 numeric

Comments

I would be glad to see that our data could used by others and make prediction more pricesely.

Submitted by Yongsheng Guan on Sun, 02/20/2022 - 07:31