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Analyzing mismatch in supply and demand of taxis is an important effort tounderstand passengers' demand. In this paper, we have analyzed the effect ofrain on the demand for yellow taxis in city-wide as well as in a point ofinterest in New York City. Because a pickup event is a realized demand, westudied empty travel time, the number of pickups per driver, the average amountof income per drive indices to infer demand from taxis data of 2013. Findingshighlight that the higher demand exists because of many short-trips during therain. This paper illustrates the change in passengers' demand increased by theonset of weather condition.

Inferring demand from partially observed data to address the mismatch between demand and supply of taxis in the presence of rain