公交线路时段客流分析

通过多层次、多维度的数据采集与处理方法获取乘客的上下车时间、地点、乘车刷卡类型等数据，再结合杭州公交线路数据和站点数据，可以为各大地图厂商、商业地产、相关政府单位主体等提供关于杭州市不同线路、不同站点在不同时间段的客流量分析服务，例如杭州市不同公交线路/站点的每日客流汇总、周均值客流、刷卡方式分布数据等，运用图表、地图、热力图、公交客流OD矩阵等直观方式展示分析结果，使复杂数据易于理解，还可根据具体需求，提供不同维度、不同时间跨度的定制化分析结果，满足不同主体的信息需求。

Data including passengers' boarding and alighting time and location, as well as card swiping type, are collected and processed via multi-level and multi-dimensional data acquisition and processing approaches. Combined with Hangzhou bus route data and bus stop data, this dataset supports passenger flow analysis services for various periods, routes and stops in Hangzhou, targeting major map service providers, commercial real estate enterprises and relevant government departments. The analysis outcomes cover daily passenger flow summaries, weekly average passenger flow volumes, and card swiping method distribution data for different bus routes or stops in Hangzhou. These results are visualized through intuitive tools including charts, maps, heat maps and public transit passenger flow OD matrices, rendering complex data easily comprehensible. Furthermore, customized analysis results with diverse dimensions and time spans can be provided per specific requirements to meet the information needs of different stakeholders.