Loan Approvals

Loan approval based on customer data.

@kaggle.prateekmaj21_loan_approvals

Table List

1 table(16.95 KB)

Loan Data

@kaggle.prateekmaj21_loan_approvals.loan_data

16.95 KB
614 rows
12 columns

gender Gender	married Married	dependents Dependents	education Education	self_employed Self Employed	applicant_income Applicant Income	coapplicant_income Coapplicant Income	loan_amount Loan Amount	term Term	credit_history Credit History	area Area	status Status
Male	No	0	Graduate	No	584900		15000000	360	1	Urban	Y
Male	Yes	1	Graduate	No	458300	150800	12800000	360	1	Rural	N
Male	Yes	0	Graduate	Yes	300000		6600000	360	1	Urban	Y
Male	Yes	0	Not Graduate	No	258300	235800	12000000	360	1	Urban	Y
Male	No	0	Graduate	No	600000		14100000	360	1	Urban	Y
Male	Yes	2	Graduate	Yes	541700	419600	26700000	360	1	Urban	Y
Male	Yes	0	Not Graduate	No	233300	151600	9500000	360	1	Urban	Y
Male	Yes	3+	Graduate	No	303600	250400	15800000	360		Semiurban	N
Male	Yes	2	Graduate	No	400600	152600	16800000	360	1	Urban	Y
Male	Yes	1	Graduate	No	1284100	1096800	34900000	360	1	Semiurban	N


CREATE TABLE loan_data (
  "gender" VARCHAR,
  "married" VARCHAR,
  "dependents" VARCHAR,
  "education" VARCHAR,
  "self_employed" VARCHAR,
  "applicant_income" BIGINT,
  "coapplicant_income" DOUBLE,
  "loan_amount" BIGINT,
  "term" DOUBLE,
  "credit_history" DOUBLE,
  "area" VARCHAR,
  "status" VARCHAR
);