Loan Default Prediction Dataset

Can you predict which individuals will default on their loan payments

@kaggle.nikhil1e9_loan_default

Table List

1 table(7.27 MB)

Loan Default

@kaggle.nikhil1e9_loan_default.loan_default

7.27 MB
255347 rows
18 columns

loanid LoanID	age Age	income Income	loanamount LoanAmount	creditscore CreditScore	monthsemployed MonthsEmployed	numcreditlines NumCreditLines	interestrate InterestRate	loanterm LoanTerm	dtiratio DTIRatio	education Education	employmenttype EmploymentType	maritalstatus MaritalStatus	hasmortgage HasMortgage	hasdependents HasDependents	loanpurpose LoanPurpose	hascosigner HasCoSigner	default Default
I38PQUQS96	56	85994	50587	520	80	4	15.23	36	0.44	Bachelor's	Full-time	Divorced	Yes	Yes	Other	Yes
HPSK72WA7R	69	50432	124440	458	15	1	4.81	60	0.68	Master's	Full-time	Married	No	No	Other	Yes
C1OZ6DPJ8Y	46	84208	129188	451	26	3	21.17	24	0.31	Master's	Unemployed	Divorced	Yes	Yes	Auto	No	1
V2KKSFM3UN	32	31713	44799	743		3	7.07	24	0.23	High School	Full-time	Married	No	No	Business	No
EY08JDHTZP	60	20437	9139	633	8	4	6.51	48	0.73	Bachelor's	Unemployed	Divorced	No	Yes	Auto	No
A9S62RQ7US	25	90298	90448	720	18	2	22.72	24	0.1	High School	Unemployed	Single	Yes	No	Business	Yes	1
H8GXPAOS71	38	111188	177025	429	80	1	19.11	12	0.16	Bachelor's	Unemployed	Single	Yes	No	Home	Yes
0HGZQKJ36W	56	126802	155511	531	67	4	8.15	60	0.43	PhD	Full-time	Married	No	No	Home	Yes
1R0N3LGNRJ	36	42053	92357	827	83	1	23.94	48	0.2	Bachelor's	Self-employed	Divorced	Yes	No	Education	No	1
CM9L1GTT2P	40	132784	228510	480	114	4	9.09	48	0.33	High School	Self-employed	Married	Yes	No	Other	Yes


CREATE TABLE loan_default (
  "loanid" VARCHAR,
  "age" BIGINT,
  "income" BIGINT,
  "loanamount" BIGINT,
  "creditscore" BIGINT,
  "monthsemployed" BIGINT,
  "numcreditlines" BIGINT,
  "interestrate" DOUBLE,
  "loanterm" BIGINT,
  "dtiratio" DOUBLE,
  "education" VARCHAR,
  "employmenttype" VARCHAR,
  "maritalstatus" VARCHAR,
  "hasmortgage" VARCHAR,
  "hasdependents" VARCHAR,
  "loanpurpose" VARCHAR,
  "hascosigner" VARCHAR,
  "default" BIGINT
);