This assignment uses data from the UC Irvine Machine Learning Repository, a popular repository for machine learning datasets. In particular, we will be using the "Individual household electric power consumption Data Set"The goal here was simply to examine how household energy usage varies over a 2-day period in February, 2007 by reproducing a series of four plots.

This assignment makes use of data from a personal activity monitoring device. This device collects data at 5 minute intervals through out the day. Devise a strategy for filling in all of the missing values in the dataset. Created a plot describing the differences in activity patterns between weekdays and weekends