Methodolgy 

The average trip duration for females is higher than males across all the days of January 2016. Frequently, dressing code would affect the choice of bike riders for a commute. Another factor is street geometry, for example, NYC does not provide a designated bike lane. However, shared bike lanes are available for users; keeping in mind that the shared bike lane might be a local truck route or heavily dominating the roads.