2018 Yellow Taxi Trip Dataset

该数据集包含了捕捉上车和下车日期/时间、上车和下车地点、行程距离、详细计费、费率类型、支付方式以及司机报告的乘客数量的字段。此外，该数据集被用于重复的k折交叉验证，以评估市场清算机制。其规模较大，适用于研究双边市场中的司机与乘客配对优化任务。

This dataset contains fields that capture pickup and dropoff dates/times, pickup and dropoff locations, trip distance, detailed fare breakdowns, fare types, payment methods, and the number of passengers reported by the driver. Furthermore, this dataset has been utilized in repeated k-fold cross-validation to evaluate market clearing mechanisms. With its large scale, this dataset is suitable for researching driver-passenger matching optimization tasks in two-sided markets.