Name: Income Dataset
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Income Dataset

The dataset provided predictive feature like education , employment status , marital status to predict if the salary is greater than $50K

It can be used to practice machine learning problem like classification.

Tables

Test

@kaggle.mastmustu_income.test

22.28 kB
899 rows
14 columns

CREATE TABLE test (
  "age" BIGINT,
  "workclass" VARCHAR,
  "fnlwgt" BIGINT,
  "education" VARCHAR,
  "educational_num" BIGINT,
  "marital_status" VARCHAR,
  "occupation" VARCHAR,
  "relationship" VARCHAR,
  "race" VARCHAR,
  "gender" VARCHAR,
  "capital_gain" BIGINT,
  "capital_loss" BIGINT,
  "hours_per_week" BIGINT,
  "native_country" VARCHAR
);

Train

@kaggle.mastmustu_income.train

474.25 kB
43,957 rows
15 columns

CREATE TABLE train (
  "age" BIGINT,
  "workclass" VARCHAR,
  "fnlwgt" BIGINT,
  "education" VARCHAR,
  "educational_num" BIGINT,
  "marital_status" VARCHAR,
  "occupation" VARCHAR,
  "relationship" VARCHAR,
  "race" VARCHAR,
  "gender" VARCHAR,
  "capital_gain" BIGINT,
  "capital_loss" BIGINT,
  "hours_per_week" BIGINT,
  "native_country" VARCHAR,
  "income_50k" BIGINT  -- Income \u003e50K
);