Eligibility Prediction For Loan

Predict weather loan would be approved or Not

@kaggle.devzohaib_eligibility_prediction_for_loan

Table List

1 table(20.17 KB)

Loan Data

@kaggle.devzohaib_eligibility_prediction_for_loan.loan_data

20.17 KB
614 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
LP001002	Male	No	0	Graduate	No	5849			360	1	Urban	Y
LP001003	Male	Yes	1	Graduate	No	4583	1508	128	360	1	Rural	N
LP001005	Male	Yes	0	Graduate	Yes	3000		66	360	1	Urban	Y
LP001006	Male	Yes	0	Not Graduate	No	2583	2358	120	360	1	Urban	Y
LP001008	Male	No	0	Graduate	No	6000		141	360	1	Urban	Y
LP001011	Male	Yes	2	Graduate	Yes	5417	4196	267	360	1	Urban	Y
LP001013	Male	Yes	0	Not Graduate	No	2333	1516	95	360	1	Urban	Y
LP001014	Male	Yes	3+	Graduate	No	3036	2504	158	360		Semiurban	N
LP001018	Male	Yes	2	Graduate	No	4006	1526	168	360	1	Urban	Y
LP001020	Male	Yes	1	Graduate	No	12841	10968	349	360	1	Semiurban	N


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