Move variables around with relocate()
Use relocate() to move variables around. You might want to collect related variables together or move important variables to the front. By default relocate() moves variables to the front:
## # A tibble: 336,776 × 19
## time_hour air_time year month day dep_time sched_dep_time
## <dttm> <dbl> <int> <int> <int> <int> <int>
## 1 2013-01-01 05:00:00 227 2013 1 1 517 515
## 2 2013-01-01 05:00:00 227 2013 1 1 533 529
## 3 2013-01-01 05:00:00 160 2013 1 1 542 540
## 4 2013-01-01 05:00:00 183 2013 1 1 544 545
## 5 2013-01-01 06:00:00 116 2013 1 1 554 600
## 6 2013-01-01 05:00:00 150 2013 1 1 554 558
## 7 2013-01-01 06:00:00 158 2013 1 1 555 600
## 8 2013-01-01 06:00:00 53 2013 1 1 557 600
## 9 2013-01-01 06:00:00 140 2013 1 1 557 600
## 10 2013-01-01 06:00:00 138 2013 1 1 558 600
## # ℹ 336,766 more rows
## # ℹ 12 more variables: dep_delay <dbl>, arr_time <int>, sched_arr_time <int>,
## # arr_delay <dbl>, carrier <chr>, flight <int>, tailnum <chr>, origin <chr>,
## # dest <chr>, distance <dbl>, hour <dbl>, minute <dbl>You can also specify where to put them using the .before and .after arguments, just like in mutate():
## # A tibble: 336,776 × 19
## sched_dep_time dep_delay arr_time sched_arr_time arr_delay carrier flight
## <int> <dbl> <int> <int> <dbl> <chr> <int>
## 1 515 2 830 819 11 UA 1545
## 2 529 4 850 830 20 UA 1714
## 3 540 2 923 850 33 AA 1141
## 4 545 -1 1004 1022 -18 B6 725
## 5 600 -6 812 837 -25 DL 461
## 6 558 -4 740 728 12 UA 1696
## 7 600 -5 913 854 19 B6 507
## 8 600 -3 709 723 -14 EV 5708
## 9 600 -3 838 846 -8 B6 79
## 10 600 -2 753 745 8 AA 301
## # ℹ 336,766 more rows
## # ℹ 12 more variables: tailnum <chr>, origin <chr>, dest <chr>, air_time <dbl>,
## # distance <dbl>, hour <dbl>, minute <dbl>, time_hour <dttm>, year <int>,
## # month <int>, day <int>, dep_time <int>## # A tibble: 336,776 × 19
## year month day arr_time arr_delay dep_time sched_dep_time dep_delay
## <int> <int> <int> <int> <dbl> <int> <int> <dbl>
## 1 2013 1 1 830 11 517 515 2
## 2 2013 1 1 850 20 533 529 4
## 3 2013 1 1 923 33 542 540 2
## 4 2013 1 1 1004 -18 544 545 -1
## 5 2013 1 1 812 -25 554 600 -6
## 6 2013 1 1 740 12 554 558 -4
## 7 2013 1 1 913 19 555 600 -5
## 8 2013 1 1 709 -14 557 600 -3
## 9 2013 1 1 838 -8 557 600 -3
## 10 2013 1 1 753 8 558 600 -2
## # ℹ 336,766 more rows
## # ℹ 11 more variables: sched_arr_time <int>, carrier <chr>, flight <int>,
## # tailnum <chr>, origin <chr>, dest <chr>, air_time <dbl>, distance <dbl>,
## # hour <dbl>, minute <dbl>, time_hour <dttm>