adultdata: adultdata

Description Usage Format Source

Description

Data extracted from the 1994 census bureau database

Usage

1

Format

A data frame with 32561 rows and 15 variables:

age

double: age in years

workclass

character categories: Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked

fnlwgt

double final weight index determined by: the estimated population 16+ for each state, origin, race, age and sex. People with similar demographic characteristics should have similar weights. see https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.names for a more detailed description

education

character categories: 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

double number of education years

marital_status

character categories: Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse

occupation

character categories: 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

character categories: relationship: Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried

race

character categories: White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black

sex

character categories: Female, Male

capital_gain

double capital gain from the year

capital_loss

double capital loss from the year

hours_per_week

double number of hours worked per week

native_country

character categories: 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

morethan50k

character categories: >50K (annual income greater than $50K), <=50K (annual income less than $50K)

Source

http://www.census.gov/ftp/pub/DES/www/welcome.html


bcBusinessStats/data1135 documentation built on July 26, 2020, 11:37 a.m.