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description: A data analysis project using ~200,000 Foursquare check-ins in NYC to map which areas are dominated by locals versus tourists. Census areas are color-coded by...
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# Where do locals go in NYC?

**[Erik Bernhardsson](https://daily.dev/sources/erikbernhardsson)** · 3 min read · 0 upvotes · 0 comments

## Summary

A data analysis project using ~200,000 Foursquare check-ins in NYC to map which areas are dominated by locals versus tourists. Census areas are color-coded by local/tourist ratio, revealing that airports, Times Square, Central Park, and the Financial District attract the most tourists, while Lower Manhattan below 14th Street remains largely local. The analysis also distinguishes between NYC residents from other boroughs and out-of-town tourists, finding North Williamsburg is popular with non-local New Yorkers rather than tourists. Built with Python, GeoPandas, and Matplotlib.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://erikbern.com/2014/06/17/where-do-locals-go-in-nyc.html>

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---

Tags: [#python](https://daily.dev/tags/python), [#data-analysis](https://daily.dev/tags/data-analysis), [#data-visualization](https://daily.dev/tags/data-visualization)

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