Future Work: Now that we have concluded that Uber is not causing traffic congestion in Midtown Manhattan, we need to explore what is causing it. This can be done by looking at the other modes of transportation, and including them in this study. (However, the transportation study done by the Mayor’s office touches upon the fact that it is caused due to the high number of ongoing construction projects in the city).