I was not feeling well for a while hence my absence. I remember discussing with class mates, focusing on cleaning and interpreting data to find any patterns that stood out with a particular group of people, type of protest or just a specific region. As at this week some information has been obtained about what is a common factor in protests that were fatal. As I complete the final touches to my report I will be visualizing data on location, time period and event type that show something significant about the data contained in the data set.