智慧停车数据

基于智慧停车数据，分析每个车场的利用率情况，为车场车位的扩建、缩减提供决策支撑，辅助车场经营决策。为政府决策分析提供数据支持。1、数据采集：当车辆进出车场时，道闸设备识别后将车辆进出场数据传输到停车管理系统，记录车辆入场时间、离场时间等信息作为基础数据。
2、数据处理：对采集到的基础数据进行清洗和筛选，去除重复、错误或者无效数据，确保数据的准确性和完整性。
（1）针对每辆车的入场时间、离场时间，按天进行汇总获得其每天的停车时长，如果入场时间和离场时间跨天，需要按天进行拆分，获得车辆每天的实际停车时长。
（2）基于上一步计算出的数据，By停车场、By天sum汇总每个停车场每天所有车辆停车的总时长。
（3）车场类型、车位总数是系统维护的基础数据。
（4）利用率=停车总时长（以小时计）/(车位总数*24)

Based on smart parking data, this dataset analyzes the utilization rate of each parking lot to provide decision support for parking space expansion or reduction, assists parking lot operation decisions, and offers data backing for government policy analysis.
1. Data Collection: When vehicles enter or exit a parking lot, the barrier gate equipment transmits the vehicle entry and exit data to the parking management system after recognition, recording information such as vehicle entry time and exit time as basic raw data.
2. Data Processing: Clean and filter the collected basic data to eliminate duplicate, erroneous or invalid records, ensuring the accuracy and integrity of the dataset.
(1) For the entry time and exit time of each vehicle, summarize the daily parking duration. If the entry and exit times span multiple days, split the records by day to obtain the actual daily parking duration of the vehicle.
(2) Based on the results calculated in the previous step, aggregate the total parking duration of all vehicles in each parking lot on a daily basis, grouped by parking lot and date.
(3) Parking lot type and total number of parking spaces are basic maintenance data of the system.
(4) Utilization Rate = Total Parking Duration (in hours) / (Total Number of Parking Spaces * 24)

搜集汇总

数据集介绍

特点

智慧停车数据是一个由重庆足兴置业股份有限公司登记的房地产业数据集，包含620条每日更新的记录，用于分析车场利用率和辅助经营决策。数据采集自停车管理系统，经过清洗和汇总处理，关键字段包括日期、车场类型、利用率和停车总时长。