Federal Trade Commission (FTC)

Loan Status Prediction: Predict Approval for Property Loans

@kaggle.willianoliveiragibin_federal_trade_commission_ftc

Table List

1 table(15.82 KB)

Loan Data New

@kaggle.willianoliveiragibin_federal_trade_commission_ftc.loan_data_new

15.82 KB
381 rows
13 columns

loan_id Loan ID	gender Gender	married Married	dependents Dependents	education Education	self_employed Self Employed	applicantincome ApplicantIncome	coapplicantincome CoapplicantIncome	loanamount LoanAmount	loan_amount_term Loan Amount Term	credit_history Credit History	property_area Property Area	loan_status Loan Status
LP001003	Male	Yes	1	Graduate	No	4583	1508.0	128	360	1	Rural	N
LP001005	Male	Yes		Graduate	Yes	3000	0.0	66	360	1	Urban	Y
LP001006	Male	Yes		Not Graduate	No	2583	2358.0	120	360	1	Urban	Y
LP001008	Male	No		Graduate	No	6000	0.0	141	360	1	Urban	Y
LP001013	Male	Yes		Not Graduate	No	2333	1516.0	95	360	1	Urban	Y
LP001024	Male	Yes	2	Graduate	No	3200	700.0	70	360	1	Urban	Y
LP001027	Male	Yes	2	Graduate	0	2500	1840.0	109	360	1	Urban	Y
LP001029	Male	No		Graduate	No	1853	2840.0	114	360	1	Rural	N
LP001030	Male	Yes	2	Graduate	No	1299	1086.0	17	120	1	Urban	Y
LP001032	Male	No		Graduate	No	4950	0.0	125	360	1	Urban	Y


CREATE TABLE loan_data_new (
  "loan_id" VARCHAR,
  "gender" VARCHAR,
  "married" VARCHAR,
  "dependents" DOUBLE,
  "education" VARCHAR,
  "self_employed" VARCHAR,
  "applicantincome" BIGINT,
  "coapplicantincome" VARCHAR,
  "loanamount" DOUBLE,
  "loan_amount_term" DOUBLE,
  "credit_history" DOUBLE,
  "property_area" VARCHAR,
  "loan_status" VARCHAR
);