/Analyze-Your-Runkeeper-Fitness-Data

Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app.

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Analyze-Your-Runkeeper-Fitness-Data

Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app.

Project Description:

With the explosion in fitness tracker popularity, runners all of the world are collecting data with gadgets (smartphones, watches, etc.) to keep themselves motivated. They look for answers to questions like:

  1. How fast, long, and intense was my run today?
  2. Have I succeeded with my training goals?
  3. Am I progressing?
  4. What were my best achievements?
  5. How do I perform compared to others?

Here I exported seven years worth of training data from Runkeeper. The data is a CSV file where each row is a single training activity. In this project, we will create import, clean, and analyze my data to answer the above questions. We can then apply the same strategy to our training data if we wish!

Project Tasks:

  1. Obtain and review raw data
  2. Data preprocessing
  3. Dealing with missing values
  4. Plot running data
  5. Running statistics
  6. Visualization with averages
  7. Did I reach my goals?
  8. Am I progressing?
  9. Training intensity
  10. Detailed summary report
  11. Fun facts