杭州市萧山区公共停车场停车综合分析数据

通过对“萧山停车”微信小程序中用户车辆泊车情况实时更新停车场泊位状态，用户可通过“萧山停车”微信小程序输入停车场名称，查询区域内停车情况，以选择合适的停车地点，避免在高峰时段遇到停车困难，从而实现统一的管理、监测和分析。根据停车场停车数据计算利用率和周转率，优化资源分配和管理，提高服务质量。同时，也能为合理规划停车场建设和布局提供数据支持。1.数据采集：当车辆驶入或驶出停车场时，安装在入口的相机识别车辆牌照并计时收费，相机通过现场管理平台将信息通传输到云平台，车主通过各类渠道支付停车费用，平台解析数据并分类统计。
2、算法说明：平台实时按照数据库检索，并按照如下规则做数据统计：统计当下时间，萧山区所有公共停车场总数量作为【总泊位】；无车总数据条数作为【空闲泊位】；当天0点至实时查询时间内，所有停车场上报的进场并出场总数据条数作为【停车次数(次)】；当天0点至实时查询时间内，所有停车场车辆出场并缴费总费用数据条数作为【营业额(元)】；营业额中临时车缴费比例作为【停车收费占比（%）】；营业额中包月车缴费比例作为【月卡收费占比（%）】；当天0点至实时查询时间内，所有停车场车辆入场总数据条数作为【车辆过车数量(入)】，出场总数据条数作为【车辆过车数量(出)】
【停车场周转率】为车位平均停车次数，计算公式：车位总停车次数/车位总数；【停车场利用率】为车位平均停车时间比率，计算公式：自然小时内所有的车辆占用时间的总和/（车位数目*24*60分钟；【停车场收益率】为泊位平均收费金额，计算公式：泊位收费金额/泊位总数

This dataset updates real-time parking space status based on users' parking conditions in the "Xiaoshan Parking" WeChat Mini Program. Users can input the name of a parking lot through this mini-program to query local parking situations, select an appropriate parking spot, avoid parking difficulties during peak hours, and realize unified management, monitoring and analysis. By calculating utilization rate and turnover rate with parking lot data, it optimizes resource allocation and management, improves service quality, and provides data support for rational planning of parking lot construction and layout.
1. Data Collection: When a vehicle enters or exits a parking lot, the camera installed at the entrance recognizes the license plate and calculates parking time for fee charging. The camera transmits the information to the cloud platform via the on-site management platform. Vehicle owners pay parking fees through various channels, and the platform parses and conducts classified statistics on the data.
2. Algorithm Description: The platform performs real-time retrieval from the database and carries out data statistics according to the following rules:
- Count the total number of public parking spaces in Xiaoshan District at the current moment as [Total Parking Spaces];
- The total number of records of unoccupied parking spaces as [Vacant Parking Spaces];
- The total number of records where vehicles entered and exited all parking lots from 0:00 of the current day to the real-time query time as [Parking Times];
- The total fee amount of vehicles that exited and completed payment at all parking lots from 0:00 of the current day to the real-time query time as [Turnover (yuan)];
- The proportion of temporary vehicle parking fees in the total turnover as [Parking Fee Proportion (%)];
- The proportion of monthly subscription vehicle parking fees in the total turnover as [Monthly Card Fee Proportion (%)];
- The total number of records of vehicles entering all parking lots from 0:00 of the current day to the real-time query time as [Total Vehicle Entries], and the total number of records of vehicles exiting as [Total Vehicle Exits]

[Parking Lot Turnover Rate] refers to the average number of parking times per space, calculated as: Total number of parking times / Total number of parking spaces;
[Parking Lot Utilization Rate] refers to the average parking time ratio of parking spaces, calculated as: Sum of total occupied time of all vehicles within a natural hour / (Number of parking spaces * 24 * 60 minutes);
[Parking Lot Yield Rate] refers to the average charging amount per parking space, calculated as: Total parking fee revenue / Total number of parking spaces

搜集汇总

数据集介绍

特点

杭州市萧山区公共停车场停车综合分析数据包含停车场数量、泊位使用情况、停车次数、营业额等详细信息，用于实时监控和优化停车场资源管理，支持合理规划停车场建设和布局。