https://github.com/halaway/gentrification-map
Using machine learning models on New York City community statistics to examine neighborhoods at risk of experiencing gentrification.
https://github.com/halaway/gentrification-map
Last synced: 6 months ago
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Using machine learning models on New York City community statistics to examine neighborhoods at risk of experiencing gentrification.
- Host: GitHub
- URL: https://github.com/halaway/gentrification-map
- Owner: halaway
- Created: 2023-05-07T17:25:51.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2023-11-19T08:33:39.000Z (over 2 years ago)
- Last Synced: 2025-05-30T16:32:52.800Z (about 1 year ago)
- Language: HTML
- Homepage:
- Size: 913 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Gentrification Map
Highlighting the changes in New York City, this project performs an extensive
aggregration of summary statistics across most NYC neighborhoods.
It focuses on the change in crime statistics, property prices, housing demographics, and
movers from 2010 or after using data from 2016 and 2020.
The full research overview can be read here on [Medium](https://medium.com/@dannt.dg/identifying-nyc-neighborhoods-at-risk-of-gentrification-f25a3aa271fb)
Performing a K Means Clustering for a K value of 5, creates the following map which can
be seen [here](https://halaway.github.io/gentrification-map/)