inspectdf
#检查变量类型分布 inspect_types(stations_norway) %>% show_plot() #检查字符变量分布 #high_cardinality 将少数类别合并 stations_norway %>% select_if(is.character)%>% inspect_cat() %>% show_plot(high_cardinality = 1) #检查数值变量分布 stations_norway %>% select_if(is.numeric) %>% inspect_num() %>% show_plot() #检查变量缺失值分布 stations_norway %>% inspect_na() #检查字符变量不平衡性分布 stations_norway %>% select_if(is.character)%>% inspect_imb()%>% show_plot()