- Downloads data from the web
- Loads the activity and feature info
- Loads both the training and test datasets, keeping only those columns which reflect a mean or standard deviation
- Loads the activity and subject data for each dataset, and merges those columns with the dataset
- Merges the two datasets
- Replace activity to it's name by refering activity label
- creates
tidy_dataset.txt
- a final file with tidy data