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Analysis of Citi-Bike users' Trip Duration behavior by Gender
  • sunglyoung Kim,
  • Federica B. Bianco
sunglyoung Kim
NYU Center for Urban Science & Progress
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Federica B. Bianco
NYU Center for Urban Science & Progress
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Abstract

Since 2013 the citi-bike has been operated in NYC and the whole dataset has been opened to the public. Analysis citi-bike trip duration behavior by gender by analysis the open data and plotting the two genders trip duration histogram. Null Hypothesis is average of the citi-bike women's trip duration is the same as the men's trip duration. Mann Whitney U test is used to test hypothesis test because the two histogram is non-gaussian distribution. Significant level is chosen to 0.05 and p-value of the hypothesis test is 0.0. Therefore, Null hypothesis can not reject it.