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I wrote tidycensus for #rstats to simplify the process of acquiring US Census data. But - you still have to know R to use it! I wrote a rudimentary tidycensus #MCP to teach Claude to fetch Census data - watch the video for the results.

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Kyle Walker

19,063 subscribers

10,855 görüntüleme • 1 yıl önce •via X (Twitter)

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I prompt Claude, then it: 🌎 Searches available ACS variables; 🌎 Selects median household income (B19013_001) as the appropriate metric 🌎 Retrieves 2023 ACS 5-year estimates with margins of error 🌎 Formats everything into a clean table with key insights

Kyle Walker profil fotoğrafı
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All using tidycensus and R under the hood - but the user just asks a question in plain English. This could make Census (and other!) data more accessible to practitioners who need flexible access to demographic data but don't code, as MCP handles the translation from English.

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Kyle Walker1 yıl önce

Next steps: expanding to more complex queries, spatial operations, and time series comparisons. The video shows how powerful this could be!

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This is great. Is there a way to share it? Thx

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Strava's data is quite protected so I couldn't index it for Hoodmaps But the good thing is the US Census data publishes median income level and the data is very fresh and accurate, so I added it to 🗺️ So now you can switch to [ 💰 Income mode ] and instantly see wealth or lack of wealth concentrated
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