基于公交数据的公交乘客上客特征分析

城市公共交通是城市交通的重要组成部分,具有缓解交通拥堵、降低能源消耗、改善生态环境等优势,一直是政府大力支持与提倡优先的出行方式。基于公交的运营数据,提取了每次刷卡数据的上客站点数据,进一步分析出公交网络层面站点上客特征,最后,结合居住人口、工作人口分布,分析出公交乘客上客与空间人口分布的关联性。

Analysis of Pick-up Passenger Characteristics Based on Public Transport Data

Urban public transport is an important part of urban transportation,has the advantages of easing the traffic congestion,reducing the energy consumption and improving the ecological environment,and is always a travel mode strongly supported and advocated by the government.Based on the operation data of public transport,the pick-up passenger stop data for each swipe card are extracted,and the pick-up passenger stop characteristics at the public transport network level are further analyzed.Finally,the relevance between the public transport pick-up passenger and the spatial population distribution is analyzed by combining the distribution of living population and working population.