Data Portal Highlights Internet Inequities in Chicago

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Chicago Households With Internet Access

Percent of Chicago households with Internet access, by community area. Data sources: American Community Survey (2015–2019) and City of Chicago Data Portal. Credit: University of Chicago Data Science Institute

In an effort to reduce disparities, the University of Chicago Data Science Institute launches a data portal to guide research, policy, and community action.


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The Infrastructure Investment and Jobs Act of 2021 authorized $65 billion in funding to expand broadband access and adoption, as well as address disparities highlighted by the COVID pandemic and the shift to remote work, school, and health care. However, in order to most effectively invest that funding in improving digital equity in the United States, new and deep data at the local level must be gathered and analyzed in order to drive effective policy and advocacy solutions for the citizens and neighborhoods most in need.

The Internet Equity Initiative, an innovative effort from the University of Chicago Data Science Institute, seeks to fill this gap through a combination of new research, data analysis and communication, and community collaboration. The initiative is driven by an interdisciplinary team of researchers from UChicago’s Crown Family School of Social Work, Policy, and Practice and UChicago’s Department of Computer Science.

At today’s inaugural Data Science Institute Summit, the initiative unveiled a new data portal that combines public and private data from 20 cities around the nation. The site makes data accessible to governments, community groups, data scientists, and other interested stakeholders seeking to improve Internet connectivity to mitigate the “digital divide.”

Internet Equity Initiative Data Heat Map

A heat map of where the Internet Equity Initiative study is currently collecting household-level data on Internet performance. Credit: University of Chicago Data Science Institute

UChicago researchers used data gathered on the portal to create a new analysis on disparities that ranked Chicago neighborhoods by Internet connectivity. The results – with neighborhood rankings included at the end of this release – emphasize the need for continued, targeted intervention to improve connectivity in particular sections of the city. In the coming months, researchers will continue to deepen the Chicago data, adding critical, fine-grained information on where to take action to improve Internet connectivity and, in turn, develop approaches and tools that can be used for similar efforts in cities around the nation.

“It is now widely known and accepted that significant disparities exist in Internet connectivity across the United States,” said Nick Feamster, Neubauer Professor of Computer Science and The College, Faculty Director of Research at the Data Science Institute, and principal investigator of the Internet Equity Initiative. “Existing datasets affirm the existence of that problem. Yet, we are now at an inflection point where completely new datasets—and new analysis techniques—are needed for us to understand the nature of the problem, to determine how to appropriately target investments, particularly at the city and local level, and ultimately evaluate the effectiveness of those investments.”

The portal also features “data stories” showing how the data collected by the new research initiative can be used to answer a wide range of research and policy questions. Current data stories discuss the level of home Internet connectivity needed to support video-conferencing applications for remote home and school, and a comparison of the Internet performance in two households from different neighborhoods in Chicago that pay for the same Internet service.

“Ultimately, our aim is to reframe how all stakeholders think about Internet equity, so that discussions and decisions concerning this challenging problem can be grounded in sound data and analysis that directly speak to underlying causes and solutions,” Feamster said.

Finding Inequities Beneath The Surface of Data

Using the portal, researchers found that, in Chicago, about 80 percent of households are connected to the Internet. But when the data is disaggregated to the 77 community areas of the city, it reveals deep, local inequities.

Burnside, West Englewood, Fuller Park, Englewood, and West Garfield Park have the lowest percentage of households connected to the Internet, each with over one third of homes offline. In contrast, neighborhoods such as the Loop, Lincoln Park, and Beverly show over 90 percent connectivity. (A ranking of Chicago neighborhoods, by percentage of households connected to the Internet, follows at the end of this release.)

These statistics come from an analysis performed by UChicago undergraduate students Lena Diasti and Amy Maldonado and Computational Analysis and Public Policy master’s student Drew Keller, working with postdoctoral researcher Tarun Mangla from the Internet Equity Initiative. Together, they combined pre-pandemic information from the U.S. Census, the American Community Survey, the FCC, and the Chicago Data Portal to capture a localized snapshot of Internet connectivity in Chicago.

The students also found that connectivity strongly correlates with income, unemployment, race/ethnicity, and an economic hardship index. The data highlights and motivates the need to look at the data at a community level, underscores the need for continued intervention to improve connectivity in particular sections of the city, and can help quantify the impact of recently launched programs such as Chicago Connected, which provides free high speed Internet to households with Chicago Public Schools students.

“The students’ analysis gives us a clear quantification of the disparities motivating the work we are doing to change the way we think about the Internet as critical infrastructure,” said Nicole Marwell, Associate Professor in the Crown Family School of Social Work, Policy, and Practice and principal investigator of the Internet Equity Initiative. “The new data we are collecting goes beyond the traditional metrics to understand a new question about how the performance of the Internet varies across Chicago neighborhoods. This new information can help us advise on where new investments can build Internet equity.”

Multi-Scale Science for a Complex Challenge

To add critical detail to the picture in Chicago, the initiative is also working with local community organizations and residents to collect several different measurements of Internet performance in households across Chicago. These data are distinct from any other available data on Internet performance, thereby filling key gaps in existing datasets.

Volunteers from across Chicago have installed a small device on their router, which allows the researchers to measure the performance of the Internet as data travels to and from the household. The study is currently in its pilot phase in 30 community areas and researchers are continuing to recruit volunteers and expand data collection. Researchers will conduct comparisons between neighborhoods, such as Logan Square and South Shore, with different community area-level statistics, while also examining variability across a larger set of neighborhoods across the city.

Together, the initiative’s portal and household-level research study on performance reflect a challenge that is national in scope but will require interdisciplinary, local research and intervention to address.

“Answering these questions requires developing entirely new approaches—from the types of data we gather, to the choices we make regarding where and how to gather it, to the techniques we develop to inform decisions,” Marwell said. “While we are piloting this approach in Chicago, we are producing a set of tools, procedures, and analyses that will enable researchers in other cities to replicate what we are doing in Chicago in their own communities.”

About University of Chicago Data Science Institute

The Data Science Institute (DSI) executes the University of Chicago’s bold, innovative vision of Data Science as a new discipline. The DSI seeds research on the interdisciplinary frontiers of this emerging field, forms partnerships with industry, government, and social impact organizations, and supports holistic data science education. The mission of DSI is to address important scientific and societal questions through coordinated advances in applications, models, algorithms, and platforms.

Data source: American Community Survey, 2015-2019

Community AreaHouseholds w/ Internet (%)Burnside57.77West Englewood61.91Fuller Park65.34Englewood65.40West Garfield Park67.38Greater Grand Crossing68.35East Garfield Park68.37Auburn Gresham69.22South Lawndale69.97Austin69.98North Lawndale70.01Chatham70.28Armour Square72.42Washington Park73.91Roseland73.95Avalon Park74.29South Shore74.46New City75.27Humboldt Park75.58Riverdale75.62Chicago Lawn76.31Montclare76.51Grand Boulevard76.82Woodlawn76.85Washington Heights77.08South Deering77.55Belmont Cragin77.97South Chicago78.57Brighton Park79.09West Pullman79.47Archer Heights80.30Gage Park80.40O’Hare80.42Oakland80.58Morgan Park80.58Hermosa80.60Dunning80.72West Lawn81.10West Elsdon81.46Hegewisch81.76Calumet Heights81.78Douglas81.82Norwood Park82.47Pullman82.65East Side82.86Garfield Ridge83.12Clearing83.44Rogers Park83.66Kenwood83.69Albany Park84.19Avondale84.79Lower West Side85.44Irving Park85.47Portage Park85.49West Ridge85.70Uptown85.79Edison Park85.97Ashburn85.98North Park86.06Mount Greenwood87.04Bridgeport87.06McKinley Park87.42Logan Square87.83Edgewater88.20Jefferson Park88.27Near West Side89.30Hyde Park90.88Forest Glen91.21West Town91.57North Center91.76Beverly92.21Lincoln Square92.78Lincoln Park93.75Lake View94.27Near South Side94.83Near North Side94.93Loop97.86

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