Taxi Trips - 2023

Taxi trips reported to the City of Chicago in its role as a regulatory agency. To protect privacy but allow for aggregate analyses, the Taxi ID is consistent for any given taxi medallion number but does not show the number, Census Tracts are suppressed in some cases, and times are rounded to the nearest 15 minutes. Due to the data reporting process, not all trips are reported but the City believes that most are. See http://digital.cityofchicago.org/index.php/chicago-taxi-data-released for more information about this dataset and how it was created. See http://dev.cityofchicago.org/open%20data/data%20portal/2019/04/12/tnp-taxi-privacy.html for further discussion of the approach to privacy in this dataset. See http://dev.cityofchicago.org/open%20data/data%20portal/2019/07/01/taxi-dataset-relaunch.html for discussion of significant changes in July 2019.该数据集收录了芝加哥市作为监管机构所报告的出租车行程。为保护隐私，同时允许进行汇总分析，数据中对于特定的出租车牌照号码，出租车标识符保持一致，但未显示具体编号；在某些情况下，人口普查区已被屏蔽，且时间信息已四舍五入至最近的15分钟。由于数据上报流程的限制，并非所有行程均被报告，但芝加哥市相信大部分行程已被收录。更多关于该数据集及其创建方式的信息，请参阅http://digital.cityofchicago.org/index.php/chicago-taxi-data-released。关于本数据集中隐私保护方法的进一步讨论，请参阅http://dev.cityofchicago.org/open%20data/data%20portal/2019/04/12/tnp-taxi-privacy.html。有关2019年7月数据集重大变更的讨论，请参阅http://dev.cityofchicago.org/open%20data/data%20portal/2019/07/01/taxi-dataset-relaunch.html。

搜集汇总

背景与挑战

背景概述

该数据集记录了2023年芝加哥市的出租车行程信息，包含650万条行程记录和23个字段，涉及行程时间、距离、费用等详细信息。数据经过隐私处理，每月更新，适用于交通和城市流动性研究。