TopExit and TopEntry are datasets of the top exit and entry Taipei MRT stations respectively. The datasets are pre-processed by me, and there are 6 stations in each dataset.
Plot the 6 most popular exit Taipei MRT stations from 2015-01 to 2015-06. The counts are averaged daily visit.
print(TopExit)
## Ave. daily Exit count_Jan Exit station_Jan Ave. daily Exit count_Feb
## 1 149728.19 Taipei.Main.Station 156509.96
## 2 68725.00 Ximen. 74242.86
## 3 55782.39 Taipei.City.Hall 59566.89
## 4 49188.06 Zhongxiao.Fuxing 52066.89
## 5 39230.81 Zhongxiao.Dunhua 40582.82
## 6 38880.35 Tamsui 38679.96
## Exit station_Feb Ave. daily Exit count_Mar Exit station_Mar
## 1 Taipei.Main.Station 153357.29 Taipei.Main.Station
## 2 Ximen. 67852.71 Ximen.
## 3 Taipei.City.Hall 56687.52 Taipei.City.Hall
## 4 Zhongxiao.Fuxing 49954.55 Zhongxiao.Fuxing
## 5 Tamsui 42282.13 Tamsui
## 6 Zhongxiao.Dunhua 39219.97 Zhongxiao.Dunhua
## Ave. daily Exit count_Apr Exit station_Apr Ave. daily Exit count_May
## 1 151476.07 Taipei.Main.Station 152894.58
## 2 69554.63 Ximen. 69884.90
## 3 55544.63 Taipei.City.Hall 56281.97
## 4 48649.30 Zhongxiao.Fuxing 49598.39
## 5 39624.57 Tamsui 38773.19
## 6 37963.97 Zhongxiao.Dunhua 38655.42
## Exit station_May Ave. daily Exit count_Jun Exit station_Jun
## 1 Taipei.Main.Station 151977.33 Taipei.Main.Station
## 2 Ximen. 70353.20 Ximen.
## 3 Taipei.City.Hall 55757.80 Taipei.City.Hall
## 4 Zhongxiao.Fuxing 48758.20 Zhongxiao.Fuxing
## 5 Tamsui 38825.37 Zhongxiao.Dunhua
## 6 Zhongxiao.Dunhua 37831.30 Banqiao
Plot the 6 most popular entry Taipei MRT stations from 2015-01 to 2015-06. The counts are averaged daily visit.
print(TopEntry)
## Ave. daily Entry count_Jan Entry station_Jan
## 1 149991.65 Taipei.Main.Station
## 2 67786.74 Ximen.
## 3 55125.81 Taipei.City.Hall
## 4 48738.87 Zhongxiao.Fuxing
## 5 40023.26 Tamsui
## 6 38718.45 Xinpu
## Ave. daily Entry count_Feb Entry station_Feb
## 1 156430.43 Taipei.Main.Station
## 2 72387.79 Ximen.
## 3 58919.36 Taipei.City.Hall
## 4 51308.50 Zhongxiao.Fuxing
## 5 41622.25 Tamsui
## 6 38141.36 Jiantan.
## Ave. daily Entry count_Mar Entry station_Mar
## 1 153146.87 Taipei.Main.Station
## 2 67071.87 Ximen.
## 3 55953.39 Taipei.City.Hall
## 4 49248.23 Zhongxiao.Fuxing
## 5 43337.55 Tamsui
## 6 41218.35 Xinpu
## Ave. daily Entry count_Apr Entry station_Apr
## 1 151610.60 Taipei.Main.Station
## 2 68250.33 Ximen.
## 3 54895.43 Taipei.City.Hall
## 4 47934.33 Zhongxiao.Fuxing
## 5 40550.10 Tamsui
## 6 39565.17 Xinpu
## Ave. daily Entry count_May Entry station_May
## 1 152986.65 Taipei.Main.Station
## 2 68961.45 Ximen.
## 3 55648.48 Taipei.City.Hall
## 4 49057.48 Zhongxiao.Fuxing
## 5 39953.29 Xinpu
## 6 39932.32 Tamsui
## Ave. daily Entry count_Jun Entry station_Jun
## 1 151969.50 Taipei.Main.Station
## 2 69551.73 Ximen.
## 3 54642.93 Taipei.City.Hall
## 4 48387.20 Zhongxiao.Fuxing
## 5 39114.07 Xinpu
## 6 38800.97 Tamsui
From the data above, we can know the most visited station are “Taipei.Main.Station”, “Ximen.”, “Taipei.City.Hall”, “Zhongxiao.Fuxing”, “Zhongxiao.Dunhua”, “Zhongxiao.Dunhua”, “Tamsui”, “Xinpu” and “Banqiao”.