《Table 2 Dire ctional imbalance of some typical stations》

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《Exploring the Evolution of Passenger Flow and Travel Time Reliability with the Expanding Process of Metro System Using Smartcard Data》

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Directional ratios of peak hours changes little in different years，yet the relative quantity size of entry and exit flow s of some stations have a reverse.All stations can be categorized into four groups:the stations that have large directional imbalance；the stations that have small directional imbalance；the stations that the relative quantity in morning and evening peaks has few changes；and the stations that the relative quantity size of entry and exit flow s have a reverse in three years.To reveal w hether these stations w ill follow the same rule on w eekends and holidays，stations A（Xinjiekou），B（Youfangqiao），C（M inggugong），E（Aotingzhongxin），F（Jinniuhu）are selected for analysis after considering their types，locations and land use show n in Table 2.