In these cities, data on gentrification has been compiled to build mapping tools documenting the process. The hope is to identify neighborhoods where low-income residents are at risk of displacement.

Chris Bousquet writes, "A number of cities have found mapping to be a powerful tool for observing gentrification trends, allowing them to intervene before low-income residents are seriously affected. Cities have created maps using data mostly from public sources both to better understand historical trends in gentrification and displacement and predict the next areas where low-income residents are likely to lose their homes."
Covering the cities of Los Angeles, Portland, Seattle, Boston, San Francisco, and New York, the data visualizations adopt a range of methods to depict both the progress of gentrification and the risk of displacement. For each tool, Bousquet discusses how the developers obtained their data, how they map it, and what additional analysis they undertake, if any.
Bousquet notes that the tools may misinterpret upward economic mobility as displacement. "These tools use mobility data—information on changes in the demographic makeup in neighborhoods—as a proxy for displacement." But as these tools grow more sophisticated, in concert with analyzing general demographic trends, these risk assessments can be made more accurate.
FULL STORY: Where is Gentrification Happening in Your City?

What ‘The Brutalist’ Teaches Us About Modern Cities
How architecture and urban landscapes reflect the trauma and dysfunction of the post-war experience.

‘Complete Streets’ Webpage Deleted in Federal Purge
Basic resources and information on building bike lanes and sidewalks, formerly housed on the government’s Complete Streets website, are now gone.

The VW Bus is Back — Now as an Electric Minivan
Volkswagen’s ID. Buzz reimagines its iconic Bus as a fully electric minivan, blending retro design with modern technology, a 231-mile range, and practical versatility to offer a stylish yet functional EV for the future.

SoCal Leaders Debate Moving Coastal Rail Line
Train tracks running along the Pacific Ocean are in danger from sea level rise, but residents are divided on how to fix the problem.

Are Mobility Hubs Child-Friendly?
‘Mobility hubs’ aim to make urban travel easier by connecting travel modes. Adding more services could make them more accessible and useful to women and families.

Austin’s Project Connect Funding Safe for 2025
The light rail project is moving ahead with plans to finalize its environmental impact review by late 2025.
Urban Design for Planners 1: Software Tools
This six-course series explores essential urban design concepts using open source software and equips planners with the tools they need to participate fully in the urban design process.
Planning for Universal Design
Learn the tools for implementing Universal Design in planning regulations.
City of Albany
UCLA Lewis Center for Regional Policy Studies
Mpact (formerly Rail~Volution)
Chaddick Institute at DePaul University
City of Piedmont, CA
Great Falls Development Authority, Inc.
HUDs Office of Policy Development and Research