adult: 2018 Census data from the UCI repository.

Description Usage Format Source

Description

Goal is to predict whether income exceeds $50K/yr based on census data. Also known as "Census Income" dataset

Usage

1

Format

A data frame with 48842 rows and 14 variables:

age

continuous

workclass

Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked.

fnlwgt

continuous

education

Bachelors, Some-college, 11th, HS-grad, Prof-school, Assoc-acdm, Assoc-voc, 9th, 7th-8th, 12th, Masters, 1st-4th, 10th, Doctorate, 5th-6th, Preschool.

education-num

continuous

marital-status

Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse.

occupation

Tech-support, Craft-repair, Other-service, Sales, Exec-managerial, Prof-specialty, Handlers-cleaners, Machine-op-inspct, Adm-clerical, Farming-fishing, Transport-moving, Priv-house-serv, Protective-serv, Armed-Forces.

relationship

Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried.

race

White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black.

sex

Female, Male.

capital-gain

continuous

capital-loss

continuous

hours-per-week

continuous

native-country

United-States, Cambodia, England, Puerto-Rico, Canada, Germany, Outlying-US(Guam-USVI-etc), India, Japan, Greece, South, China, Cuba, Iran, Honduras, Philippines, Italy, Poland, Jamaica, Vietnam, Mexico, Portugal, Ireland, France, Dominican-Republic, Laos, Ecuador, Taiwan, Haiti, Columbia, Hungary, Guatemala, Nicaragua, Scotland, Thailand, Yugoslavia, El-Salvador, Trinadad&Tobago, Peru, Hong, Holand-Netherlands.

y

If an individuals salary is greater than $50K/yr

Source

https://archive.ics.uci.edu/ml/datasets/adult


fasi documentation built on Aug. 2, 2021, 9:06 a.m.