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Exploratory analysis on multiple related datasets that include samples of wearable health data a Fitbit device. This project includes cleaning and various visuals such as a correlation matrix and regression plots.

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colinh80/fitbit_data_analysis

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Data Analysis in Python

Summary

Exploratory analysis on multiple related datasets that include samples of wearable health data a Fitbit device. This project includes cleaning and various visuals such as a correlation matrix and regression plots.

  • Clean data by formating datetime columns for use of merging
  • Summarize each dataset to observe interesting values for further exploration
  • Correlate date through matrix and heat map, sort correlations in order of significance
  • Observe regression plots based on insights from the correlation matrix
  • Visualize a time series bar chart and summarize concluding thoughts on the data
  • Markdown with explanation of the process and insights for future recomendations

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Exploratory analysis on multiple related datasets that include samples of wearable health data a Fitbit device. This project includes cleaning and various visuals such as a correlation matrix and regression plots.

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