Credit Card Default Dataset

Data from a bank containing demographic and payment status data of customers

@kaggle.ifeanyichukwunwobodo_credit_card_default

Table List

1 table(1.67 MB)

Credit Card Default

@kaggle.ifeanyichukwunwobodo_credit_card_default.credit_card_default

1.67 MB
30000 rows
25 columns

unnamed_0 Unnamed: 0	limit_bal Limit Bal	sex Sex	education Education	marriage Marriage	age Age	payment_status_sep Payment Status Sep	payment_status_aug Payment Status Aug	payment_status_jul Payment Status Jul	payment_status_jun Payment Status Jun	payment_status_may Payment Status May	payment_status_apr Payment Status Apr	bill_statement_sep Bill Statement Sep	bill_statement_aug Bill Statement Aug	bill_statement_jul Bill Statement Jul	bill_statement_jun Bill Statement Jun	bill_statement_may Bill Statement May	bill_statement_apr Bill Statement Apr	previous_payment_sep Previous Payment Sep	previous_payment_aug Previous Payment Aug	previous_payment_jul Previous Payment Jul	previous_payment_jun Previous Payment Jun	previous_payment_may Previous Payment May	previous_payment_apr Previous Payment Apr	default_payment_next_month Default Payment Next Month
	20000	Female	University	Married	24	Payment delayed 2 months	Payment delayed 2 months	Payed duly	Payed duly	Unknown	Unknown	3913	3102	689					689					1
1	120000	Female	University	Single	26	Payed duly	Payment delayed 2 months	Unknown	Unknown	Unknown	Payment delayed 2 months	2682	1725	2682	3272	3455	3261		1000	1000	1000		2000	1
2	90000	Female	University	Single	34	Unknown	Unknown	Unknown	Unknown	Unknown	Unknown	29239	14027	13559	14331	14948	15549	1518	1500	1000	1000	1000	5000
3	50000	Female	University	Married	37	Unknown	Unknown	Unknown	Unknown	Unknown	Unknown	46990	48233	49291	28314	28959	29547	2000	2019	1200	1100	1069	1000
4	50000	Male	University	Married	57	Payed duly	Unknown	Payed duly	Unknown	Unknown	Unknown	8617	5670	35835	20940	19146	19131	2000	36681	10000	9000	689	679
5	50000	Male	Graduate school	Single	37	Unknown	Unknown	Unknown	Unknown	Unknown	Unknown	64400	57069	57608	19394	19619	20024	2500	1815	657	1000	1000	800
6	500000	Male	Graduate school	Single	29	Unknown	Unknown	Unknown	Unknown	Unknown	Unknown	367965	412023	445007	542653	483003	473944	55000	40000	38000	20239	13750	13770
7	100000	Female	University	Single	23	Unknown	Payed duly	Payed duly	Unknown	Unknown	Payed duly	11876	380	601	221	-159	567	380	601		581	1687	1542
8	140000	Female	High school	Married	28	Unknown	Unknown	Payment delayed 2 months	Unknown	Unknown	Unknown	11285	14096	12108	12211	11793	3719	3329		432	1000	1000	1000
9	20000	Male	High school	Single	35	Unknown	Unknown	Unknown	Unknown	Payed duly	Payed duly					13007	13912				13007	1122


CREATE TABLE credit_card_default (
  "unnamed_0" BIGINT,
  "limit_bal" BIGINT,
  "sex" VARCHAR,
  "education" VARCHAR,
  "marriage" VARCHAR,
  "age" DOUBLE,
  "payment_status_sep" VARCHAR,
  "payment_status_aug" VARCHAR,
  "payment_status_jul" VARCHAR,
  "payment_status_jun" VARCHAR,
  "payment_status_may" VARCHAR,
  "payment_status_apr" VARCHAR,
  "bill_statement_sep" BIGINT,
  "bill_statement_aug" BIGINT,
  "bill_statement_jul" BIGINT,
  "bill_statement_jun" BIGINT,
  "bill_statement_may" BIGINT,
  "bill_statement_apr" BIGINT,
  "previous_payment_sep" BIGINT,
  "previous_payment_aug" BIGINT,
  "previous_payment_jul" BIGINT,
  "previous_payment_jun" BIGINT,
  "previous_payment_may" BIGINT,
  "previous_payment_apr" BIGINT,
  "default_payment_next_month" BIGINT
);