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