After cleaning the data, we did some data exploration in Tableau. We were interested in what the distribution of shares was and also what the interactions between shares and other features looked like. Below is a Tableau Story showing some of the highlights of the visualizations, including the top 20 URLs based on the number of shares, the number of shares per the number of words in the title, and distribution of days of the week.
You can check out the rest of the visualizations here: Tableau Public