Cleaning Data

To clean the data set, I first replaced all the ? with the string NA.
For speed's sake, I used perl.

cp household_power_consumption.txt cleaned_household_power_consumption.txt
perl -pi.bak -e 's/\?/NA/gi;' cleaned_household_power_consumption.txt