Wanted to analyse my data from my fitbit watch to practice some different data visualisation techniques. Had an idea to look at how the number of steps I do varies from the time of day and season. eg. Am I less active in winter vs summer, or at certain times of day?
- Data collected are bias to when I wear my fitbit, I don't always wear it everyday or at all times in the day. eg. swimming or when it's charging
- Discovered for the steps data the data is not collected every minute, there are variations with sometimes gaps of a few minutes even though presumably I'm wearing it most of the time. Though most data points were collected every minute.
Also in Plots/ with code in Scripts/exploreStepsData.R
- Plan to add data on sunrise and sunset to center of plot and colour by day/night time.