Financial Risk

"Comprehensive Financial Dataset"

@kaggle.preethamgouda_financial_risk

Table List

1 table(619.79 KB)

Financial Risk Assessment

@kaggle.preethamgouda_financial_risk.financial_risk_assessment

619.79 KB
15000 rows
20 columns

age Age	gender Gender	education_level Education Level	marital_status Marital Status	income Income	credit_score Credit Score	loan_amount Loan Amount	loan_purpose Loan Purpose	employment_status Employment Status	years_at_current_job Years At Current Job	payment_history Payment History	debt_to_income_ratio Debt-to-Income Ratio	assets_value Assets Value	number_of_dependents Number Of Dependents	city City	state State	country Country	previous_defaults Previous Defaults	marital_status_change Marital Status Change	risk_rating Risk Rating
49	Male	PhD	Divorced	72799	688	45713	Business	Unemployed	19	Poor	0.1543132963127006	120228		Port Elizabeth	AS	Cyprus	2	2	Low
57	Female	Bachelor's	Widowed		690	33835	Auto	Employed	6	Fair	0.1489196432247159	55849		North Catherine	OH	Turkmenistan	3	2	Medium
21	Non-binary	Master's	Single	55687	600	36623	Home	Employed	8	Fair	0.3623980173254608	180700	3	South Scott	OK	Luxembourg	3	2	Medium
59	Male	Bachelor's	Single	26508	622	26541	Personal	Unemployed	2	Excellent	0.4549643807337948	157319	3	Robinhaven	PR	Uganda	4	2	Medium
25	Non-binary	Bachelor's	Widowed	49427	766	36528	Personal	Unemployed	10	Fair	0.1432424240204613	287140		New Heather	IL	Namibia	3	1	Low
30	Non-binary	PhD	Divorced		717	15613	Business	Unemployed	5	Fair	0.2959844500430854		4	Brianland	TN	Iceland	3	1	Medium
31	Non-binary	Master's	Widowed	45280	672	6553	Personal	Self-employed	1	Good	0.3788899374153178			West Lindaview	MD	Bouvet Island (Bouvetoya)		1	Low
18	Male	Bachelor's	Widowed	93678			Business	Unemployed	10	Poor	0.3966357236164678	246597	1	Melissahaven	MA	Honduras	1	1	Low
32	Non-binary	Bachelor's	Widowed	20205	710		Auto	Unemployed	4	Fair	0.335964977578598	227599		North Beverly	DC	Pitcairn Islands	4	2	Low
55	Male	Bachelor's	Married	32190	600	29918	Personal	Self-employed	5	Excellent	0.4843333045593678	130507	4	Davidstad	VT	Thailand		2	Low


CREATE TABLE financial_risk_assessment (
  "age" BIGINT,
  "gender" VARCHAR,
  "education_level" VARCHAR,
  "marital_status" VARCHAR,
  "income" DOUBLE,
  "credit_score" DOUBLE,
  "loan_amount" DOUBLE,
  "loan_purpose" VARCHAR,
  "employment_status" VARCHAR,
  "years_at_current_job" BIGINT,
  "payment_history" VARCHAR,
  "debt_to_income_ratio" DOUBLE,
  "assets_value" DOUBLE,
  "number_of_dependents" DOUBLE,
  "city" VARCHAR,
  "state" VARCHAR,
  "country" VARCHAR,
  "previous_defaults" DOUBLE,
  "marital_status_change" BIGINT,
  "risk_rating" VARCHAR
);