义乌停车场运营效率分析数据

该数据产品用于全面监控停车场的运营效率，分析车位的使用频率与时长，为运营方优化泊位资源、提升周转率提供数据支撑。通过识别高峰时段和长期占用情况，停车场可以动态调整车位的分配和调度，提高用户体验，并支持停车收费策略的优化（如高峰与非高峰时段差异化收费）。同时，数据还可以复用于城市规划部门，为新停车场选址和泊位配置提供数据支持，从而有效推动城市停车资源的合理分布。基础数据通过停车场的出入口监控系统、车牌识别设备或扫码系统采集。系统记录每辆车的入场和离场时间，根据这些数据计算停车时长。泊位占用次数为车场内每个泊位在给定时间段内被不同车辆使用的次数。周转率则反映泊位的使用频次，是泊位占用次数与泊位总数的比值。总泊位占用时长是所有车辆的停车时间总和，平均占用时长则通过总占用时长除以占用次数得出。
公式：
1. 泊位占用次数 = 一天内所有停车事件的数量之和
2. 周转率 = 泊位占用次数 / 泊位总数
3. 总泊位占用时长（分钟） = 所有停车事件的 (离场时间 - 入场时间) 总和
4. 平均每次占用时长（分钟） = 总泊位占用时长 / 泊位占用次数

This data product is designed to comprehensively monitor the operational efficiency of parking lots, analyze the usage frequency and duration of parking berths, and provide data support for parking lot operators to optimize berth resources and improve turnover rates. By identifying peak hours and long-term occupancy scenarios, parking lots can dynamically adjust berth allocation and scheduling, enhance user experience, and support the optimization of parking charging strategies (e.g., differentiated pricing between peak and off-peak hours). Additionally, this dataset can be reused by urban planning authorities to provide data backing for site selection and berth configuration of new parking lots, thereby effectively promoting the rational distribution of urban parking resources.

Basic data is collected via the parking lot's entrance and exit monitoring systems, license plate recognition devices, or QR code scanning systems. The system records the entry and exit times of each vehicle, based on which the parking duration is calculated. The berth occupancy count refers to the number of times each berth in the parking lot is used by different vehicles within a specified time period. The turnover rate reflects the usage frequency of berths, which is the ratio of the total berth occupancy count to the total number of berths. The total berth occupancy duration is the sum of the parking times of all vehicles, while the average occupancy duration is derived by dividing the total berth occupancy duration by the berth occupancy count.

Formulas:
1. Berth Occupancy Count = Sum of all parking events within one day
2. Turnover Rate = Berth Occupancy Count / Total Number of Berths
3. Total Berth Occupancy Duration (minutes) = Sum of (Exit Time - Entry Time) for all parking events
4. Average Occupancy Duration (minutes) = Total Berth Occupancy Duration / Berth Occupancy Count

搜集汇总

数据集介绍

特点

该数据集包含721条义乌市停车场的运营效率数据，每小时更新一次，涵盖停车场名称、时间、泊位总数、占用次数、周转率等关键指标。数据用于优化泊位资源分配、提升周转率，并支持城市规划部门进行停车场选址和资源配置决策。