| adult.data {predfairness} | R Documentation |
Adult Dataset
Description
Sample extracted from the 1994 USA census. Each observation is related to an individual.
Format
Data frame with 32,561 rows and 15 columns.
income: factor, >50K / <=50K. Income of each person.
age: integer, age of each person.
workclass factor, category of work. Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked.
fnlwgt: numeric
education: factor. 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: numeric. Variable education converted to numeric.
marital-status: factor of marital status. Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse.
occupation: factor. 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:: factor. Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried.
race: factor. White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black.
capital_gain: numeric.
capital_loss. numeric.
hours-per-week: numeric. Worked hours per week.
native-country:: factor. Country of origin.
Value
Returns a data frame with 32,561 rows and 15 columns.
Source
Dataset extracted from: UCL Machine Learning Repository
References
Dua, D. and Graff, C. (2019). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.
Examples
data('adult.data')