地面公交用户高频乘坐线路偏好

基于交通卡/码交易数据，可提供月维度的上海市域范围内地面公交乘客乘坐频率排名前3的公交线路名称。该产品可应用于商业营销、广告投放、商圈选址、产品设计、交通规划、交通管理和运营、科学研究、社会研究等场景。

Based on traffic card/mobile payment code transaction data, this dataset provides the names of the top 3 bus lines ranked by passenger ride frequency across the entire municipal area of Shanghai, with monthly granularity. It can be applied to scenarios including commercial marketing, advertising placement, business district site selection, product design, transportation planning, traffic management and operation, scientific research, and social research.

搜集汇总

背景与挑战

背景概述

该数据集提供上海市地面公交用户高频乘坐线路的月度排名数据，适用于商业、交通规划及科研等多种应用场景。