上海市停车情况综合分析数据

通过对上海市道路停车清洗加工统计，分析道路停车的各路段泊位周转率、日平均停车时长分布等数据：
为研究院对静态交通研究提供城市车辆动静态数据支持。
为主管部门提供路面流动及车辆管理提供数据支持。
为静态交通研究室私有知识库提供数据支持
为管理平台及城市规划停车设施建设提供数据支持。当车辆驶入或驶出停车位时系统实时上传， 平台解析数据并根据数据库中存储的车位设备关系表，找到对应所属的车位编号以及路段信息。平台每小时按照省份、城市、路段的层次从数据库检索，并按照如下规则做数据统计：统计最近一小时内，该路段下所有泊位地磁上报的有车总数据条数作为【停车次数】；统计当前时刻该路段下有车的泊位数量，作为【占用泊位】数量；统计当前时刻该路段下无车的泊位数量，作为【空闲泊位】数量；空闲泊位+占用泊位作为【泊位总数】；占用泊位/泊位总数作为【泊位占用率】；停车次数/泊位总数作为【周转率】；每个泊位停车时长总和作为【总停车时长】；总停车时长/停车次数 作为【平均停车时长】； 最后将省份、城市、路段、日期、统计时间、泊位总数、空闲泊位、占用泊位、泊位占用率、停车次数、周转率、总停车时长(分钟)、平均停车时长（分钟）存储到数据库中供后续查询。

By cleaning, processing and statistically analyzing roadside parking data in Shanghai, this dataset covers indicators such as berth turnover rate and daily average parking duration distribution of each road segment:
It provides urban vehicle dynamic and static traffic data support for the institute's static traffic research, offers data support for road traffic flow monitoring and vehicle management for relevant competent authorities, supplies data for the private knowledge base of the Static Traffic Research Laboratory, and provides data support for management platforms and urban parking facility construction planning.
When a vehicle enters or exits a parking space, the system uploads data in real time. The platform parses the data and retrieves the corresponding parking space number and road segment information based on the parking space-device relationship table stored in the database.
The platform retrieves data from the database on an hourly basis at the provincial, municipal and road segment levels, and conducts data statistics according to the following rules:
1. Count the total number of vehicle presence data reported by magnetic sensors of all berths in this road segment in the latest hour as [parking count];
2. Count the number of berths occupied by vehicles at the current moment as the number of [occupied berths];
3. Count the number of berths without vehicles at the current moment as the number of [vacant berths];
4. The sum of vacant berths and occupied berths is taken as [total berths];
5. Occupied berths / total berths is taken as [berth occupancy rate];
6. Parking count / total berths is taken as [berth turnover rate];
7. The sum of parking durations of all berths is taken as [total parking duration];
8. Total parking duration / parking count is taken as [average parking duration];
9. Finally, store the data including province, city, road segment, date, statistical time, total berths, vacant berths, occupied berths, berth occupancy rate, parking count, turnover rate, total parking duration (in minutes) and average parking duration (in minutes) into the database for subsequent queries.

搜集汇总

背景与挑战

背景概述

该数据集为上海市停车情况综合分析数据，包含道路停车的详细统计数据，每月更新，适用于静态交通研究、车辆管理和城市规划等场景。数据规模为555条，格式为xlsx，来源于企业自行产生。