Loan Risk Prediction Dataset

Classify if a loan is risky or not

@kaggle.ganjerlawrence_loan_risk_prediction_dataset

Table List

1 table(126.19 KB)

Loan Prediction Mini Dataset

@kaggle.ganjerlawrence_loan_risk_prediction_dataset.loan_prediction_mini_dataset

126.19 KB
8145 rows
12 columns

id Id	age Age	income Income	home Home	emp_length Emp Length	intent Intent	amount Amount	rate Rate	status Status	percent_income Percent Income	default Default	cred_length Cred Length
13116	23	88000	MORTGAGE	2	MEDICAL	6625	11.22		0.08	Y	3
1742	23	30000	RENT		PERSONAL	1925	12.18		0.06	N	2
27672	32	160000	MORTGAGE	9	DEBTCONSOLIDATION	12000	7.88		0.07	N	8
24694	29	75000	OWN	3	HOMEIMPROVEMENT	12000	7.51		0.16	N	5
1994	22	28800	RENT	2	VENTURE	14000	7.9	1	0.49	N	2
28262	32	33600	OWN		VENTURE	8000	16.02		0.24	N	8
22444	29	55000	MORTGAGE	13	MEDICAL	8000	13.72		0.15	N	9
8805	23	54000	MORTGAGE	5	MEDICAL	5200	13.99	1	0.1	N	3
28687	32	35000	MORTGAGE	11	DEBTCONSOLIDATION	4000	13.61		0.11	N	6
7727	22	54500	MORTGAGE	6	EDUCATION	7500	10.59		0.14	N	3


CREATE TABLE loan_prediction_mini_dataset (
  "id" BIGINT,
  "age" BIGINT,
  "income" BIGINT,
  "home" VARCHAR,
  "emp_length" DOUBLE,
  "intent" VARCHAR,
  "amount" BIGINT,
  "rate" DOUBLE,
  "status" BIGINT,
  "percent_income" DOUBLE,
  "default" VARCHAR,
  "cred_length" BIGINT
);