Size of the data
- 2000 - 2015 yearly CDC survey data
- 6034402 Observations in total
Overview
General health status in different age groups
Income level stratification
Number of Days Physical Health Not Good
## Warning: Removed 147216 rows containing non-finite values (stat_boxplot).
Number of Days Mental Health Not Good
## Warning: Removed 147257 rows containing non-finite values (stat_boxplot).
Changes of BMI Over Time
## `geom_smooth()` using method = 'loess' and formula 'y ~ x'
## Warning: Ignoring unknown aesthetics: frame
Comparison between Professional Cyclers and Normal Cyclers
Next Step
- Analyzing the exercise patterns in different states, across different exercise types
- Merge two dataset
- Classification model and feature selection