Regression Dataset For Household Income Analysis

Synthetic Dataset for Understanding Factors Influencing Annual Household Income

@kaggle.stealthtechnologies_regression_for_household_income_analysis

Table List

1 table(105.17 KB)

Data

@kaggle.stealthtechnologies_regression_for_household_income_analysis.data

105.17 KB
10000 rows
14 columns

age Age	education_level Education Level	occupation Occupation	number_of_dependents Number Of Dependents	location Location	work_experience Work Experience	marital_status Marital Status	employment_status Employment Status	household_size Household Size	homeownership_status Homeownership Status	type_of_housing Type Of Housing	gender Gender	primary_mode_of_transportation Primary Mode Of Transportation	income Income
56	Master's	Technology	5	Urban	21	Married	Full-time	7	Own	Apartment	Male	Public transit	72510
69	High School	Finance		Urban	4	Single	Full-time	7	Own	Apartment	Male	Biking	75462
46	Bachelor's	Technology	1	Urban	1	Single	Full-time	7	Own	Single-family home	Female	Car	71748
32	High School	Others	2	Urban	32	Married	Full-time	1	Own	Apartment	Female	Car	74520
60	Bachelor's	Finance	3	Urban	15	Married	Self-employed	4	Own	Townhouse	Male	Walking	640210
25	High School	Others	1	Rural	6	Single	Part-time	1	Rent	Townhouse	Female	Car	73406
38	Master's	Technology	3	Rural	20	Married	Full-time	4	Rent	Single-family home	Male	Public transit	3584362
56	Master's	Education	1	Suburban	34	Married	Part-time	7	Own	Townhouse	Female	Public transit	70066
36	Master's	Finance	4	Suburban	45	Married	Full-time	2	Own	Apartment	Female	Public transit	69636
40	Bachelor's	Education	4	Urban	21	Married	Full-time	6	Own	Apartment	Female	Biking	5188124


CREATE TABLE data (
  "age" BIGINT,
  "education_level" VARCHAR,
  "occupation" VARCHAR,
  "number_of_dependents" BIGINT,
  "location" VARCHAR,
  "work_experience" BIGINT,
  "marital_status" VARCHAR,
  "employment_status" VARCHAR,
  "household_size" BIGINT,
  "homeownership_status" VARCHAR,
  "type_of_housing" VARCHAR,
  "gender" VARCHAR,
  "primary_mode_of_transportation" VARCHAR,
  "income" BIGINT
);