Pandas-merge df3=pd.DataFrame({"id":[1001,1002,1003,1004,1005,1006,1007,1008], "gender":['male','female Python: Pandas-cancat() 数据合并(匹配和并) R: merge plyr::join() dplyr::left/right/inter/full_join() Python: Pandas-merge