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Integrating fitbit data with weather API data

Hello.

I'm working on a project to see how weather conditions can affect daily activity levels tracked by Fitbit. I'm using a weather API found on https://freewebapi.com/ .

Has anybopdy already done someting similar? If so:

  • Are there any specific weather variables like temperature humidity or rain that you found most impact activity levels
  • Have you used any statistical models or machine learning techniques to analyze the data If so which ones work best for you

Any insights or resources you can share would be very helpful

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