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Explore Fitbit Data using Fitbit's API

The general outline of the notebooks in this repo is as follows:

  1. Additional_FitBit_Exploration.ipynb: Explores My Running Cadence Pre-Post Injury
  2. Exploring My Fitbit Data.ipynb: Initial Exploration of My FitBit Data (heart rate, sleep, steps)
  3. Pull_fitbit_data.py: Template Script to Acquire FitBit Data from FitBit's API

The goal of this project was to practice:

  1. downloading data from an API
  2. working with new types of data formats (e.g., json)
  3. visualizations
  4. statistics in Python

** First, register your app and set up an API. See this helpful tutorial for additional information! Then, aquire your data. I have provided templates in Python do so.

Main question i want to know answers about

  1. Am I more active on days after I get more sleep?
  2. Do I sleep need more sleep the night after I don't get a lot of sleep? In other words, am I building up a sleep deficit?