A bit of digging around those dates will show you that there’s no conspiracy here: that data represents Hurricane Sandy, when the bridges and tunnels were deliberately closed. It also explains the spike that happens when the bridges reopened. You also see traffic drop sharply for the blizzard of February 2013. The data set is as simple as they come — it’s just one integer per day — and yet there’s a fascinating story hiding here.