Mann Whitney U test:
Mann Whitney U test aims to find out the randomly selected values from one sample will be less than or greater than a randomly selected value from a second sample. Therefore in my case, the focus is to compare the sample from the weekend dataset and the weekday dataset and see if the proportion of customer rider is higher for the weekend than the customer rider. The following result demonstrates that the p value is much smaller than 0.05. Therefore, the null hypothesis can be rejected.