Update README.md
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README.md
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@@ -12,31 +12,31 @@ This dataset contains information on default payments, demographic factors, cred
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There are 25 variables:
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ID: ID of each client
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LIMIT_BAL: Amount of given credit in NT dollars (includes individual and family/supplementary credit
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SEX: Gender (1=male, 2=female)
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EDUCATION: (1=graduate school, 2=university, 3=high school, 4=others, 5=unknown, 6=unknown)
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MARRIAGE: Marital status (1=married, 2=single, 3=others)
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AGE: Age in years
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PAY_0: Repayment status in September, 2005 (-1=pay duly, 1=payment delay for one month, 2=payment delay for two months, … 8=payment delay for eight months, 9=payment delay for nine months and above)
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PAY_2: Repayment status in August, 2005 (scale same as above)
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PAY_3: Repayment status in July, 2005 (scale same as above)
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PAY_4: Repayment status in June, 2005 (scale same as above)
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PAY_5: Repayment status in May, 2005 (scale same as above)
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PAY_6: Repayment status in April, 2005 (scale same as above)
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BILL_AMT1: Amount of bill statement in September, 2005 (NT dollar)
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BILL_AMT2: Amount of bill statement in August, 2005 (NT dollar)
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BILL_AMT3: Amount of bill statement in July, 2005 (NT dollar)
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BILL_AMT4: Amount of bill statement in June, 2005 (NT dollar)
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BILL_AMT5: Amount of bill statement in May, 2005 (NT dollar)
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BILL_AMT6: Amount of bill statement in April, 2005 (NT dollar)
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PAY_AMT1: Amount of previous payment in September, 2005 (NT dollar)
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PAY_AMT2: Amount of previous payment in August, 2005 (NT dollar)
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PAY_AMT3: Amount of previous payment in July, 2005 (NT dollar)
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PAY_AMT4: Amount of previous payment in June, 2005 (NT dollar)
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PAY_AMT5: Amount of previous payment in May, 2005 (NT dollar)
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PAY_AMT6: Amount of previous payment in April, 2005 (NT dollar)
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default.payment.next.month: Default payment (1=yes, 0=no)
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**Inspiration**
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Some ideas for exploration:
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There are 25 variables:
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| 15 |
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- ID: ID of each client
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| 16 |
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- LIMIT_BAL: Amount of given credit in NT dollars (includes individual and family/supplementary credit
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| 17 |
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- SEX: Gender (1=male, 2=female)
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| 18 |
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- EDUCATION: (1=graduate school, 2=university, 3=high school, 4=others, 5=unknown, 6=unknown)
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- MARRIAGE: Marital status (1=married, 2=single, 3=others)
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- AGE: Age in years
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- PAY_0: Repayment status in September, 2005 (-1=pay duly, 1=payment delay for one month, 2=payment delay for two months, … 8=payment delay for eight months, 9=payment delay for nine months and above)
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- PAY_2: Repayment status in August, 2005 (scale same as above)
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- PAY_3: Repayment status in July, 2005 (scale same as above)
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- PAY_4: Repayment status in June, 2005 (scale same as above)
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- PAY_5: Repayment status in May, 2005 (scale same as above)
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- PAY_6: Repayment status in April, 2005 (scale same as above)
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- BILL_AMT1: Amount of bill statement in September, 2005 (NT dollar)
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- BILL_AMT2: Amount of bill statement in August, 2005 (NT dollar)
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- BILL_AMT3: Amount of bill statement in July, 2005 (NT dollar)
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- BILL_AMT4: Amount of bill statement in June, 2005 (NT dollar)
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- BILL_AMT5: Amount of bill statement in May, 2005 (NT dollar)
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- BILL_AMT6: Amount of bill statement in April, 2005 (NT dollar)
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- PAY_AMT1: Amount of previous payment in September, 2005 (NT dollar)
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- PAY_AMT2: Amount of previous payment in August, 2005 (NT dollar)
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- PAY_AMT3: Amount of previous payment in July, 2005 (NT dollar)
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- PAY_AMT4: Amount of previous payment in June, 2005 (NT dollar)
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- PAY_AMT5: Amount of previous payment in May, 2005 (NT dollar)
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- PAY_AMT6: Amount of previous payment in April, 2005 (NT dollar)
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- default.payment.next.month: Default payment (1=yes, 0=no)
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**Inspiration**
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Some ideas for exploration:
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