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parking_data_analysis's Introduction

为了保护隐私,停车数据(excel表存储)没有上传

数据格式如下图:

image

几个文件夹下为画出的各种图 运行get_data.py得到处理后的数据df(dataframe类) 运行其余文件,调用其中的函数,df作为输入参数,画出各种图。(详细方法见报告内)

画图示例:

下图为一个月内开始停车时刻与相应停车时长的散点图,红点为业主车的,蓝点为临时车的

image

下图为某一天不同时段内在库车数量

image

下图为一个月内工作日与周末的不同时段内在库车总数最大值

image

下图为不同业主停车时段的甘特图。每一个横条代表一个业主停车记录的在库时间段。起始点为当天入库的时刻,终止点为当次停车的离开时刻(限制停车时长小于24小时)

image

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