海宁市停车位高峰时段分析数据

帮助运营团队精准把握车场的高峰时段，如工作日早晚通勤时段或节假日特定时间段。据此合理调整工作人员排班，在高峰时提供充足服务。还能助力探索时段定价策略，如高峰时段适当提高收费，引导车辆错峰停放。从而优化车场资源配置，提升服务质量和运营效率，为车主提供更好的停车体验，增加车场的经济效益和社会效益。数据采集：通过多种传感器和数据源收集停车位信息，包括车位监测传感器感知车辆进出状态，摄像头与图像识别技术或地磁传感器判断车位占用情况。
数据处理：对采集到的数据进行清洗，去除异常值和缺失值。按照时间顺序对数据进行排序，以分钟为单位对停车场的车位占用数量的数据进行汇总统计。
某分钟的停车场占用率=某分钟的停车总数/停车位总数
判定停车位是否在高峰时间即判定停车场占用率是否≥90%
单日停车位高峰时段=停车位高峰开始时间至停车位高峰结束时间
单日停车位高峰时长=sum（单日的停车位高峰时段）

This dataset enables parking lot operation teams to accurately identify peak hours, including morning and evening rush hours on workdays and specific time periods during holidays. Leveraging these insights, teams can reasonably adjust staff scheduling to ensure adequate service delivery during peak periods. Additionally, it facilitates the development of time-based pricing strategies, such as moderately raising fees during peak hours to encourage vehicle owners to park during off-peak periods. This practice optimizes parking lot resource allocation, improves service quality and operational efficiency, enhances the parking experience for vehicle owners, and boosts both the economic and social benefits of the parking lot.

### Data Collection
Parking space information is collected via multiple sensors and data sources: parking monitoring sensors detect the entry and exit status of vehicles, while cameras equipped with image recognition technology or geomagnetic sensors are used to determine the occupancy status of individual parking spaces.

### Data Processing
The collected raw data is first cleaned to eliminate outliers and missing values. Subsequently, the data is sorted chronologically, and the total number of occupied parking spaces in the lot is aggregated and counted on a per-minute basis.

The parking lot occupancy rate for a given minute is calculated as: Parking Lot Occupancy Rate (Per Minute) = Total Number of Parked Vehicles in the Minute / Total Number of Parking Spaces
A time period is classified as peak parking hours if the parking lot occupancy rate is ≥ 90%.
Daily peak parking hours refer to the interval from the start time to the end time of the daily parking peak.
Daily peak parking duration is the sum of the durations of all daily peak parking time periods.

搜集汇总

数据集介绍

特点

该数据集包含海宁市停车位的高峰时段分析数据，涵盖501条记录，每日更新。数据用于帮助运营团队精准把握车场高峰时段，优化资源配置和服务效率，并探索时段定价策略。