Data Overview
Data summary
| Name |
flights |
| Number of rows |
336776 |
| Number of columns |
19 |
| _______________________ |
|
| Column type frequency: |
|
| character |
4 |
| numeric |
14 |
| POSIXct |
1 |
| ________________________ |
|
| Group variables |
None |
Variable type: character
| carrier |
0 |
1.00 |
2 |
2 |
0 |
16 |
0 |
| tailnum |
2512 |
0.99 |
5 |
6 |
0 |
4043 |
0 |
| origin |
0 |
1.00 |
3 |
3 |
0 |
3 |
0 |
| dest |
0 |
1.00 |
3 |
3 |
0 |
105 |
0 |
Variable type: numeric
| year |
0 |
1.00 |
2013.00 |
0.00 |
2013 |
2013 |
2013 |
2013 |
2013 |
▁▁▇▁▁ |
| month |
0 |
1.00 |
6.55 |
3.41 |
1 |
4 |
7 |
10 |
12 |
▇▆▆▆▇ |
| day |
0 |
1.00 |
15.71 |
8.77 |
1 |
8 |
16 |
23 |
31 |
▇▇▇▇▆ |
| dep_time |
8255 |
0.98 |
1349.11 |
488.28 |
1 |
907 |
1401 |
1744 |
2400 |
▁▇▆▇▃ |
| sched_dep_time |
0 |
1.00 |
1344.25 |
467.34 |
106 |
906 |
1359 |
1729 |
2359 |
▁▇▇▇▃ |
| dep_delay |
8255 |
0.98 |
12.64 |
40.21 |
-43 |
-5 |
-2 |
11 |
1301 |
▇▁▁▁▁ |
| arr_time |
8713 |
0.97 |
1502.05 |
533.26 |
1 |
1104 |
1535 |
1940 |
2400 |
▁▃▇▇▇ |
| sched_arr_time |
0 |
1.00 |
1536.38 |
497.46 |
1 |
1124 |
1556 |
1945 |
2359 |
▁▃▇▇▇ |
| arr_delay |
9430 |
0.97 |
6.90 |
44.63 |
-86 |
-17 |
-5 |
14 |
1272 |
▇▁▁▁▁ |
| flight |
0 |
1.00 |
1971.92 |
1632.47 |
1 |
553 |
1496 |
3465 |
8500 |
▇▃▃▁▁ |
| air_time |
9430 |
0.97 |
150.69 |
93.69 |
20 |
82 |
129 |
192 |
695 |
▇▂▂▁▁ |
| distance |
0 |
1.00 |
1039.91 |
733.23 |
17 |
502 |
872 |
1389 |
4983 |
▇▃▂▁▁ |
| hour |
0 |
1.00 |
13.18 |
4.66 |
1 |
9 |
13 |
17 |
23 |
▁▇▇▇▅ |
| minute |
0 |
1.00 |
26.23 |
19.30 |
0 |
8 |
29 |
44 |
59 |
▇▃▆▃▅ |
Variable type: POSIXct
| time_hour |
0 |
1 |
2013-01-01 05:00:00 |
2013-12-31 23:00:00 |
2013-07-03 10:00:00 |
6936 |
Summary of Changes from Previous Version
## Differences found between the objects!
##
## Summary of BASE and COMPARE
## ==================================================================
## PROPERTY BASE COMP
## ------------------------------------------------------------------
## Name df_input df_input_old
## Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
## Rows(#) 336776 336776
## Columns(#) 19 19
## ------------------------------------------------------------------
##
##
## Not all Values Compared Equal
## First 10 of 18 rows are shown in table below
## ===================================
## Variable No of Differences
## -----------------------------------
## month 308639
## day 325828
## dep_time 336248
## sched_dep_time 335118
## dep_delay 324195
## arr_time 336299
## sched_arr_time 336309
## arr_delay 332538
## carrier 294014
## flight 336520
## -----------------------------------
##
##
## First 10 of 308639 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## month 1 1 5
## month 2 1 12
## month 3 1 5
## month 4 1 9
## month 5 1 11
## month 7 1 6
## month 8 1 12
## month 9 1 2
## month 10 1 2
## month 11 1 2
## ----------------------------------------
##
##
## First 10 of 325828 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## day 1 1 16
## day 2 1 18
## day 3 1 3
## day 4 1 21
## day 5 1 7
## day 6 1 30
## day 7 1 11
## day 8 1 16
## day 9 1 23
## day 10 1 16
## ----------------------------------------
##
##
## First 10 of 336248 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## dep_time 1 517 727
## dep_time 2 533 626
## dep_time 3 542 1552
## dep_time 4 544 734
## dep_time 5 554 NA
## dep_time 6 554 1300
## dep_time 7 555 2013
## dep_time 8 557 1058
## dep_time 9 557 1923
## dep_time 10 558 1203
## ----------------------------------------
##
##
## First 10 of 335118 rows are shown in table below
## ==============================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------------
## sched_dep_time 1 515 730
## sched_dep_time 2 529 630
## sched_dep_time 3 540 1555
## sched_dep_time 4 545 749
## sched_dep_time 5 600 1059
## sched_dep_time 6 558 1220
## sched_dep_time 7 600 2015
## sched_dep_time 8 600 1100
## sched_dep_time 9 600 1720
## sched_dep_time 10 600 1205
## ----------------------------------------------
##
##
## First 10 of 324195 rows are shown in table below
## =========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## -----------------------------------------
## dep_delay 1 2 -3
## dep_delay 2 4 -4
## dep_delay 3 2 -3
## dep_delay 4 -1 -15
## dep_delay 5 -6 NA
## dep_delay 6 -4 40
## dep_delay 7 -5 -2
## dep_delay 8 -3 -2
## dep_delay 9 -3 123
## dep_delay 11 -2 -4
## -----------------------------------------
##
##
## First 10 of 336299 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## arr_time 1 830 1103
## arr_time 2 850 740
## arr_time 3 923 1817
## arr_time 4 1004 1030
## arr_time 5 812 NA
## arr_time 6 740 1434
## arr_time 7 913 2240
## arr_time 8 709 1416
## arr_time 9 838 2142
## arr_time 10 753 1503
## ----------------------------------------
##
##
## First 10 of 336309 rows are shown in table below
## ==============================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------------
## sched_arr_time 1 819 1128
## sched_arr_time 2 830 742
## sched_arr_time 3 850 1849
## sched_arr_time 4 1022 1043
## sched_arr_time 5 837 1254
## sched_arr_time 6 728 1350
## sched_arr_time 7 854 2308
## sched_arr_time 8 723 1415
## sched_arr_time 9 846 1957
## sched_arr_time 10 745 1520
## ----------------------------------------------
##
##
## First 10 of 332538 rows are shown in table below
## =========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## -----------------------------------------
## arr_delay 1 11 -25
## arr_delay 2 20 -2
## arr_delay 3 33 -32
## arr_delay 4 -18 -13
## arr_delay 5 -25 NA
## arr_delay 6 12 44
## arr_delay 7 19 -28
## arr_delay 8 -14 1
## arr_delay 9 -8 105
## arr_delay 10 8 -17
## -----------------------------------------
##
##
## First 10 of 294014 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## carrier 1 UA B6
## carrier 3 AA DL
## carrier 5 DL MQ
## carrier 6 UA MQ
## carrier 8 EV DL
## carrier 9 B6 DL
## carrier 11 B6 AA
## carrier 13 UA EV
## carrier 14 UA EV
## carrier 16 B6 UA
## ----------------------------------------
##
##
## First 10 of 336520 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## flight 1 1545 215
## flight 2 1714 363
## flight 3 1141 161
## flight 4 725 1717
## flight 5 461 3281
## flight 6 1696 3697
## flight 7 507 43
## flight 8 5708 507
## flight 9 79 884
## flight 10 301 743
## ----------------------------------------
##
##
## First 10 of 336593 rows are shown in table below
## ==========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ------------------------------------------
## tailnum 1 N14228 N519JB
## tailnum 2 N24211 N823UA
## tailnum 3 N619AA N3731T
## tailnum 4 N804JB N607JB
## tailnum 5 N668DN N803MQ
## tailnum 6 N39463 N534MQ
## tailnum 7 N516JB N608JB
## tailnum 8 N829AS N302NB
## tailnum 9 N593JB N361NW
## tailnum 10 N3ALAA N425AA
## ------------------------------------------
##
##
## First 10 of 224398 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## origin 2 LGA EWR
## origin 4 JFK LGA
## origin 7 EWR JFK
## origin 9 JFK LGA
## origin 13 JFK EWR
## origin 14 EWR JFK
## origin 16 JFK EWR
## origin 19 LGA EWR
## origin 20 EWR JFK
## origin 22 LGA JFK
## ----------------------------------------
##
##
## First 10 of 327674 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## dest 1 IAH SJU
## dest 2 IAH BOS
## dest 3 MIA LAS
## dest 4 BQN TPA
## dest 5 ATL CMH
## dest 7 FLL MCO
## dest 8 IAD FLL
## dest 9 MCO DEN
## dest 10 ORD DFW
## dest 11 PBI MIA
## ----------------------------------------
##
##
## First 10 of 335159 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## air_time 1 227 193
## air_time 2 227 39
## air_time 3 160 300
## air_time 4 183 132
## air_time 5 116 NA
## air_time 6 150 130
## air_time 7 158 124
## air_time 8 53 177
## air_time 9 140 241
## air_time 10 138 199
## ----------------------------------------
##
##
## First 10 of 332810 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## distance 1 1400 1608
## distance 2 1416 200
## distance 3 1089 2248
## distance 4 1576 1010
## distance 5 762 479
## distance 7 1065 944
## distance 8 229 1076
## distance 9 944 1620
## distance 10 733 1389
## distance 11 1028 1089
## ----------------------------------------
##
##
## First 10 of 315646 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## hour 1 5 7
## hour 2 5 6
## hour 3 5 15
## hour 4 5 7
## hour 5 6 10
## hour 6 5 12
## hour 7 6 20
## hour 8 6 11
## hour 9 6 17
## hour 10 6 12
## ----------------------------------------
##
##
## First 10 of 313712 rows are shown in table below
## ========================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------
## minute 1 15 30
## minute 2 29 30
## minute 3 40 55
## minute 4 45 49
## minute 5 0 59
## minute 6 58 20
## minute 7 0 15
## minute 9 0 20
## minute 10 0 5
## minute 11 0 29
## ----------------------------------------
##
##
## First 10 of 336718 rows are shown in table below
## ============================================================================
## VARIABLE ..ROWNUMBER.. BASE COMPARE
## ----------------------------------------------------------------------------
## time_hour 1 2013-01-01 05:00:00 EST 2013-05-16 07:00:00 EDT
## time_hour 2 2013-01-01 05:00:00 EST 2013-12-18 06:00:00 EST
## time_hour 3 2013-01-01 05:00:00 EST 2013-05-03 15:00:00 EDT
## time_hour 4 2013-01-01 05:00:00 EST 2013-09-21 07:00:00 EDT
## time_hour 5 2013-01-01 06:00:00 EST 2013-11-07 10:00:00 EST
## time_hour 6 2013-01-01 05:00:00 EST 2013-01-30 12:00:00 EST
## time_hour 7 2013-01-01 06:00:00 EST 2013-06-11 20:00:00 EDT
## time_hour 8 2013-01-01 06:00:00 EST 2013-12-16 11:00:00 EST
## time_hour 9 2013-01-01 06:00:00 EST 2013-02-23 17:00:00 EST
## time_hour 10 2013-01-01 06:00:00 EST 2013-02-16 12:00:00 EST
## ----------------------------------------------------------------------------