Where are food inspection violations in Boston located?

Jerry Genser (a colleague) and I thought it would be interesting to analyze one of Boston's many public datasets, located here. We were curious how food inspection violations changed over time and depending on the area - most importantly, we were wondering how this could best be visualized. Below is a looping video of our results. The live webapp can be viewed here and the code here.