| census {ale} | R Documentation |
Census Income
Description
Census data that indicates, among other details, if the respondent's income exceeds $50,000 per year. Also known as "Adult" dataset.
Usage
census
Format
A tibble with 32,561 rows and 15 columns:
- higher_income
TRUE if income > $50,000
- age
continuous
- workclass
Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked
- fnlwgt
continuous. "A proxy for the demographic background of the people: 'People with similar demographic characteristics should have similar weights'" For more details, see https://www.openml.org/search?type=data&id=1590.
- 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, Trinidad&Tobago, Peru, Hong, Holland-Netherlands
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
Source
Becker,Barry and Kohavi,Ronny. (1996). Adult. UCI Machine Learning Repository. https://doi.org/10.24432/C5XW20.