Dataset之GermanCreditData：GermanCreditData数据集的简介、下载、使用方法之详细攻略

Dataset之GermanCreditData：GermanCreditData数据集的简介、下载、使用方法之详细攻略

目录

GermanCreditData数据集的简介

1、数据集描述

GermanCreditData数据集的下载

GermanCreditData数据集的使用方法

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GermanCreditData数据集的简介

        德国信用数据，该数据集来自汉堡大学统计与计量研究所的教授，Hans Hofmann博士所收集制作。

1、数据集描述

备注：DM指德国货币—马克，1DM≈11RMB

	字段英文	中文	描述
7个数值型	Duration in month	月持续时间
	Credit amount	信用额度
	Installment rate in percentage of disposable income	分期付款率占可支配收入的百分比
	Present residence since	现居住地至今
	Age in years	年龄
	Number of existing credits at this bank	这家银行的现有信贷数量
	Number of people being liable to provide maintenance for	有责任为其提供维修服务的人数
13个类别型	Status of existing checking account	现有支票账户的状态	A11 :      ... <    0 DM A12 : 0 <= ... <  200 DM A13 :      ... >= 200 DM /salary assignments for at least 1 year至少 1 年的工资分配 A14 : no checking account无账户
	Credit history	信用记录	A30 : no credits taken/all credits paid back duly A31 : all credits at this bank paid back duly A32 : existing credits paid back duly till now A33 : delay in paying off in the past A34 : critical account/other credits existing (not at this bank)
	Purpose	目的	A40 : car (new) A41 : car (used) A42 : furniture/equipment A43 : radio/television A44 : domestic appliances A45 : repairs A46 : education A47 : (vacation - does not exist?) A48 : retraining A49 : business A410 : others
	Savings account/bonds	储蓄账户/债券	A61 :          ... <  100 DM A62 :   100 <= ... <  500 DM A63 :   500 <= ... < 1000 DM A64 :          .. >= 1000 DM A65 :   unknown/ no savings account
	Present employment since	至今工作至今	A71 : unemployed A72 :       ... < 1 year A73 : 1  <= ... < 4 years   A74 : 4  <= ... < 7 years A75 :       .. >= 7 years
	Personal status and sex	个人地位和性别	A91 : male   : divorced/separated A92 : female : divorced/separated/married A93 : male   : single A94 : male   : married/widowed A95 : female : single
	Other debtors / guarantors	其他债务人/担保人	A101 : none A102 : co-applicant A103 : guarantor
	Property	财产	A121 : real estate A122 : if not A121 : building society savings agreement/life insurance A123 : if not A121/A122 : car or other, not in attribute 6 A124 : unknown / no property
	Other installment plans	其他分期付款计划	A141 : bank A142 : stores A143 : none
	Housing	住房	A151 : rent A152 : own A153 : for free
	Job	工作	A171 : unemployed/ unskilled  - non-resident A172 : unskilled - resident A173 : skilled employee / official A174 : management/ self-employed/highly qualified employee/ officer
	Telephone	电话	A191 : none A192 : yes, registered under the customers name
	foreign worker	外籍工人	A201 : yes A202 : no

   

GermanCreditData数据集的下载

数据集链接：UCI Machine Learning Repository

GermanCreditData数据集的使用方法

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