ACSIncome

OpenML dataset with id 43136

No author found.

Full work available at URL: https://api.openml.org/data/v1/download/22101650/ACSIncome.arff

Upload date: 10 January 2022
Copyright license: CC0

Dataset Characteristics

Number of features: 12 (numeric: 12, symbolic: 0 and in total binary: 0 )
Number of instances: 1,664,500
Number of instances with missing values: 0
Number of missing values: 0

Description

The ACSIncome dataset is one of five datasets created by Ding et al. as an improved alternative to the popular UCI Adult dataset. The authors compiled data from the American Community Survey (ACS) Public Use Microdata Sample (PUMS). Data is provided for all 50 states and for Puerto Rico.

This upload represents the raw data from only 2018. The data contains 1,664,500 rows, 10 features, and 1 target variable. An additional column for the state code is provided for convenience. All columns are described in the original publication (https://arxiv.org/pdf/2108.04884.pdf) as well as in the PUMS Data Dictionary ( https://www2.census.gov/programs-surveys/acs/tech_docs/pums/data_dict/PUMS_Data_Dictionary_2018.pdf). Additional detail can also be found on the author's GitHub: https://github.com/zykls/folktables/

This page was built for dataset: ACSIncome