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Visualizations (AESOP)


All visualizations created using Tableau, and displayed via Tableau Public. If results appear truncated, click the "Full Screen Mode" button in the bottom left corner. You may embed or share the link to the visualization by clicking the share button. For certain visualizations, you can download the Tableau workbook, or download a .pdf.

 
Selected Trends in Farming Activity in PA, 1997-2017

How has Pennsylvania's farming activity compared to neighboring states over the last 20 years? Which counties have the most farms? Which counties report the highest sales? Where are the top five crops mostly grown in the state? This report uses data from the Census of Agriculture to answer these questions and more.

Selected Trends in Farming Activity in PA (report)

 
Job Recovery by Pennsylvania County, 2007-2018

Which counties have recovered the number the number of jobs they had before the Great Recession, which have not?  We use data from the Quarterly Census of Employment and Wages to find out.  This is an update of a previous analysis done two years ago.

Job Recovery by PA County, 2007-2018 (visualizations)

Job Recovery by Pennsylvania County, 2007-2018 (Report)

Media coverage: Erie at the Cross Roads: A Swing County in a Swing State,  Capital and Main, Nov 8, 2019

 

TRENDS IN in-county commuting by job and worker, 2002-2015

Self-Containment by Jobs and Workforce by Pennsylvania County and Year

An analysis of trends and patterns in self-containment (in-commuting) by county economy and workforce using origin destination worker flow data for PA.

 

Trends in Student Enrollment in Allegheny County’s Public School Districts, 2007-2017

How has enrollment in Allegheny County public school districts changed since 2007? How are these changes distributed across school groups and districts? We find that enrollment declined by 16,000 students, but this isn’t the whole story.

Allegheny County School District Enrollment, 2007-2017

 

TRENDS IN CROSS-STATE WORKER-JOB FLOWS, 2002-2015

An analysis of trends in origin destination worker flow data for PA and eight surrounding states.

Trends in Cross-State Origin and Destination Job Flows for Pennsylvania, 2002-2015

Commuter flows in and out of Pennsylvania Counties: 2012-2015

Where do Pennsylvanians work vs. where they live? How has it changed over the years? This viz shows jobs by county of residence and workplace for residents of PA and surrounding states. Several measures are selectable.

Commuter flows in and out of Pennsylvania Counties: 2012-2015

Voting Laws in Pennsylvania

A rundown of recent changes in state voting law in the keystone state.

Voter Registration and Voting in Pennsylvania: Policy and Changes 1996 to Present

Voter Registration in Pennsylvania 1996-2016

A series of visualizations of trends in voter registration by at the state and county level, and by party

Twenty Years of Voter Registration for Presidential Elections in Pennsylvania: 1996 to 2016

County Trends in Voter Registration by Party for Presidential Elections in Pennsylvania: 1996 to 2016

Visualizations (forthcoming)

The Trump Effect: Visualizations of Presidential Voting in Pennsylvania, 1996-2016

A series of striking visualizations that put President Trump's victory margin into context with past elections in the Keystone State. For best results, use the link to Tableau Public below. Two .pdfs are also available.

Votes for President by Pennsylvania County, 1996-2016

Related 24"x36" .pdf posters: State Map, Bubble Chart

Post Gazette coverage: The Deeper Reds and Blues of PA's Political Landscape, April 13, 2017

Job Recovery by Pennsylvania County, 2007-2016

Which counties have recovered the number the number of jobs they had before the Great Recession, which have not, and which are still on the skids?  We use data from the Quarterly Census of Employment and Wages to find out.

Job Recovery by PA County (visualizations)

Accompanying report: Job Recovery by Pennsylvania County, 2007-2016

The Uber Effect: Visualizations of Ridesharing's Rollout in Pennsylvania, 2009-2015

These are the original data and charts behind our recent report on ridesharing in PA.

The Uber Effect (original report)

State level ridesharing charts, 2009-2015

County level ridesharing charts, 2009-2015

Post Gazette coverage: Laboring One Gig at a Time, Technology is Changing the Future of Pittsburgh Workers, September 6, 2017

Sector Share of Wages by County in Pennsylvania, 1995-2015

24"x36" .pdf poster: Sector Share of Wages by County in Pennsylvania, 1995-2015

A look at where earnings came from by industry sector for each county in Pennsylvania, for six selected years from 1995 to 2015.

 

About the Annual Economic and Social Observatory of Pennsylvania (AESOP)