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The script responsible for cleaning up the data is in the run_analysis.R
The data sets used are in the UCI HAR Dataset folder.
The other files can be ignored.
NOTE: I performed the analysis following a different order from the one on the instructions of the exercise because I think it has a better flow for the programming and it is more intuitive