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Partners Researchers Educators Survey Respondents

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View All Topics and Subtopics Index A to Z

Age and Sex Business and Economy Education Emergency Management / Disasters Employment Families and Living Arrangements Geography Health Hispanic Origin Housing Income and Poverty International Trade Migration/Geographic Mobility Population Population Estimates Public Sector Race Redistricting Research Voting and Registration

Explore data on data.census.gov View all data resources

Census Academy Combining Data Data Tools and Apps Datasets Developers Experimental Data Products Interactive Maps Mapping Files Profiles Related Sites Software Tables Training and Workshops Visualizations

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View all library resources Glossary

America Counts: Stories Audio Blogs By the Numbers Facts for Features Fact Sheets Infographics and Visualizations Photos Publications Spotlights Stats for Stories Training (Census Academy) Videos Working Papers

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American Community Survey (ACS) /
Guidance for Data Users /
Using ACS Data with Open-Source Software

Using American Community Survey Data with Open-Source Software

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Comparing ACS Data
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Comparing ACS Data
Handbooks
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Subjects Included in the Survey
Statistical Testing Tool
Using ACS Data with Open-Source Software
Using 1-Year or 5-Year American Community Survey Data
Which Data Table or Tool Should I Use?

Using American Community Survey Data with Open-Source Software

Statistical software is a powerful way to quickly and consistently retrieve and interact with data. Open-source programming languages allow developers to create libraries and packages that give data users the opportunity to work with American Community Survey (ACS) data in new and innovative ways. Visit the resources below to help you learn more about working with ACS data.

Explore More

Getting Started with American Community Survey Data in R and Python

April 13, 2022

Dive into American Community Survey (ACS) data using R and Python statistical software packages and libraries.
Census Academy

Free courses to teach you how to use Census data. Learn how to use the U.S. Census Bureau's free data for work, school, or other projects.
Developers

Developer portal to access services and documentation for the Census Bureau's APIs.
American Community Survey Data via API

Learn how to use American Community Survey data with the Census Data Application Programming Interface (API), which provides streamlined access to Census data.

Connect With ACS Data Users

American Community Survey Data Users Group

The ACS Data Users Group improves understanding of the value and utility of ACS data and promotes information sharing among data users about key ACS data issues and applications. Membership is free and open to all interested ACS data users.