Data Products - Quantified Me
Zach
14-Apr-2016
Introduction
How I did it
- Fitbit HR
- Manual Data Extraction (Dashboard)
- R Studio
What's Next?
- Automated data extraction through Fitbit API
- Use of other predictor variables (calories, weight, distance)
- Prediction to find/set next best daily step goal (> default 10k)
Daily Summary Statistics
Source: local data table [7 x 7]
Day total avg stdev min max med
(chr) (dbl) (dbl) (dbl) (dbl) (dbl) (dbl)
1 Friday 128526 9886.615 2730.314 6356 13879 8916
2 Saturday 129115 9931.923 2009.133 7299 13781 9628
3 Sunday 161087 12391.308 2397.474 8101 16632 12330
4 Monday 172098 12292.714 3509.335 6778 20571 12639
5 Tuesday 161638 11545.571 3069.589 5758 18430 11468
6 Wednesday 155918 11993.692 4065.949 5553 18307 13195
7 Thursday 150348 11565.231 3343.446 2622 15580 11677
Monthly Summary Statistics
Source: local data table [4 x 6]
Month total avg min max stdev
(chr) (dbl) (dbl) (dbl) (dbl) (dbl)
1 January 226598 10790.38 6356 18307 3220.809
2 February 354826 12235.38 5553 20571 3167.638
3 March 326856 10895.20 2622 18430 3203.177
4 April 150450 11573.08 7394 15419 2690.994
Plots of Steps
