year
int64
2k
2.02k
month
int64
1
12
carrier
stringclasses
29 values
carrier_name
stringclasses
33 values
airport
stringclasses
420 values
airport_name
stringclasses
420 values
arr_flights
float64
1
22k
arr_del15
float64
0
6.38k
carrier_ct
float64
0
1.79k
weather_ct
float64
0
718
nas_ct
float64
-0.01
4.09k
security_ct
float64
0
80.6
late_aircraft_ct
float64
0
1.89k
arr_cancelled
float64
0
4.95k
arr_diverted
float64
0
256
arr_delay
float64
0
434k
carrier_delay
float64
0
197k
weather_delay
float64
0
57.7k
nas_delay
float64
-19
238k
security_delay
float64
0
3.76k
late_aircraft_delay
float64
0
148k
2,022
5
AA
American Airlines Inc.
AMA
Amarillo, TX: Rick Husband Amarillo International
54
16
9.71
0.19
0.87
0
5.22
3
0
894
598
15
33
0
248
2,022
5
AA
American Airlines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
54
12
7.25
0
0.05
0
4.7
0
0
804
398
0
2
0
404
2,022
5
AA
American Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
529
157
56.03
7.15
26.65
1.66
65.52
6
0
9,921
3,223
657
1,041
41
4,959
2,022
5
AA
American Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
1,391
320
97.42
10.7
119.49
0.84
91.56
21
2
19,600
5,903
1,195
4,704
29
7,769
2,022
5
AA
American Airlines Inc.
AVP
Scranton/Wilkes-Barre, PA: Wilkes Barre Scranton International
62
10
4.02
1.01
1.08
1
2.9
2
0
535
152
53
34
18
278
2,022
5
AA
American Airlines Inc.
BDL
Hartford, CT: Bradley International
276
80
28.85
3.62
13.32
0
34.21
3
1
5,196
1,978
260
450
0
2,508
2,022
5
AA
American Airlines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
62
26
7.04
1.14
3.8
0.08
13.94
2
0
1,607
466
105
114
2
920
2,022
5
AA
American Airlines Inc.
BNA
Nashville, TN: Nashville International
538
133
39.08
5.84
27.48
0.79
59.8
8
0
9,060
2,837
367
1,408
43
4,405
2,022
5
AA
American Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
83
12
6.17
0
3.04
0
2.78
0
0
936
769
0
84
0
83
2,022
5
AA
American Airlines Inc.
BOS
Boston, MA: Logan International
1,888
469
162.51
16.73
131.55
1.23
156.99
33
2
29,316
9,809
1,737
5,581
29
12,160
2,022
5
AA
American Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
136
48
19.05
0.01
13.41
0
15.53
3
0
3,280
1,146
1
673
0
1,460
2,022
5
AA
American Airlines Inc.
BUR
Burbank, CA: Bob Hope
62
22
6.13
0.23
9.75
0
5.88
1
1
1,036
335
8
305
0
388
2,022
5
AA
American Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
268
64
20.16
5.52
8.75
0
29.57
4
0
4,939
1,791
485
273
0
2,390
2,022
5
AA
American Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
27
5
2.42
0
2.58
0
0
0
0
206
88
0
118
0
0
2,022
5
AA
American Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
205
58
19.65
4.1
11.74
0.44
22.07
6
0
2,878
784
304
372
7
1,411
2,022
5
AA
American Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
270
83
25.48
1.83
17.67
0
38.03
3
0
5,281
1,476
155
877
0
2,773
2,022
5
AA
American Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
8,455
1,693
450.61
135.86
434.62
5.67
666.23
108
19
139,881
46,319
12,574
21,820
162
59,006
2,022
5
AA
American Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
201
50
19.64
1.76
10.46
0
18.14
1
1
2,235
873
96
317
0
949
2,022
5
AA
American Airlines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
120
26
14.34
0.64
6.46
0
4.56
1
2
1,666
1,000
18
277
0
371
2,022
5
AA
American Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
124
27
7.75
0.72
6.45
0
12.07
1
0
1,522
277
96
274
0
875
2,022
5
AA
American Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
2,212
539
147.46
14.17
203.14
1.54
172.69
68
17
33,942
8,711
1,320
8,811
61
15,039
2,022
5
AA
American Airlines Inc.
DEN
Denver, CO: Denver International
671
159
55.87
2.81
50.65
1.7
47.96
6
3
7,884
2,864
148
1,981
36
2,855
2,022
5
AA
American Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
11,902
2,163
652.32
208.82
488.08
4.1
809.68
170
27
195,830
72,815
19,842
26,402
142
76,629
2,022
5
AA
American Airlines Inc.
DSM
Des Moines, IA: Des Moines International
177
50
18.42
1.08
3.5
0
27
2
0
3,621
1,060
181
235
0
2,145
2,022
5
AA
American Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
273
73
31.2
3.13
10.77
0
27.9
2
0
3,991
1,539
228
481
0
1,743
2,022
5
AA
American Airlines Inc.
EGE
Eagle, CO: Eagle County Regional
31
8
5.57
0.89
0.43
0
1.11
0
0
576
438
64
28
0
46
2,022
5
AA
American Airlines Inc.
ELP
El Paso, TX: El Paso International
191
36
15.28
0.86
2.98
0
16.88
2
0
1,980
696
69
130
0
1,085
2,022
5
AA
American Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
62
15
3.85
0
3.7
0
7.45
0
0
941
255
0
140
0
546
2,022
5
AA
American Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
776
315
80.97
7.63
158.79
0
67.61
25
4
21,478
5,467
641
9,723
0
5,647
2,022
5
AA
American Airlines Inc.
EYW
Key West, FL: Key West International
186
33
9.85
1.03
11.35
0
10.77
1
2
2,621
857
138
443
0
1,183
2,022
5
AA
American Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
135
17
8.47
0.8
3.04
0
4.69
1
0
1,050
405
71
99
0
475
2,022
5
AA
American Airlines Inc.
FCA
Kalispell, MT: Glacier Park International
27
5
2.52
0
0.73
0
1.75
0
0
345
246
0
30
0
69
2,022
5
AA
American Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
440
93
31.35
5.51
31.88
0.08
24.18
4
5
5,739
1,800
400
1,482
8
2,049
2,022
5
AA
American Airlines Inc.
GEG
Spokane, WA: Spokane International
62
16
7.74
0.99
2.88
0
4.39
0
0
1,137
484
141
129
0
383
2,022
5
AA
American Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
124
47
18.77
2.74
6.49
0
19
3
0
3,360
965
220
325
0
1,850
2,022
5
AA
American Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
217
17
5.6
0
3.83
0
7.57
0
2
901
267
0
136
0
498
2,022
5
AA
American Airlines Inc.
IAD
Washington, DC: Washington Dulles International
161
46
20.23
2.42
5.31
0
18.03
3
0
4,116
1,695
153
367
0
1,901
2,022
5
AA
American Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
580
138
51.36
6.1
33.5
0
47.04
12
3
8,340
3,060
577
1,253
0
3,450
2,022
5
AA
American Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
86
20
11.3
0
2.5
0
6.2
3
1
1,755
991
0
103
0
661
2,022
5
AA
American Airlines Inc.
ILM
Wilmington, NC: Wilmington International
93
29
11.26
0.53
4.21
0.99
12.01
1
0
2,352
790
73
278
81
1,130
2,022
5
AA
American Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
366
115
42.88
5.11
29.53
0
37.49
2
0
7,354
3,371
382
903
0
2,698
2,022
5
AA
American Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
364
104
32.68
6.69
22.04
0
42.59
4
1
6,504
1,816
550
1,084
0
3,054
2,022
5
AA
American Airlines Inc.
JFK
New York, NY: John F. Kennedy International
1,395
327
100.42
17.36
131.61
2.68
74.93
41
8
22,880
8,779
1,601
6,361
161
5,978
2,022
5
AA
American Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
62
7
1
0
2.23
0
3.77
0
0
302
17
0
95
0
190
2,022
5
AA
American Airlines Inc.
LAS
Las Vegas, NV: McCarran International
1,036
244
82.45
8.6
77.19
0.43
75.33
8
1
15,598
5,826
666
3,613
15
5,478
2,022
5
AA
American Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
2,506
438
189.37
22.28
91.44
0.41
134.5
22
0
34,349
15,649
1,986
3,568
12
13,134
2,022
5
AA
American Airlines Inc.
LBB
Lubbock, TX: Lubbock Preston Smith International
31
8
2
0
0.2
0
5.79
1
0
481
171
0
13
0
297
2,022
5
AA
American Airlines Inc.
LGA
New York, NY: LaGuardia
1,930
546
156.74
19.09
225.12
0
145.04
101
8
32,686
8,896
1,219
12,615
0
9,956
2,022
5
AA
American Airlines Inc.
LIH
Lihue, HI: Lihue Airport
62
4
1.59
0
2
0
0.41
0
0
92
40
0
39
0
13
2,022
5
AA
American Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
85
28
9.59
0.99
4.31
0
13.11
4
0
2,062
795
121
227
0
919
2,022
5
AA
American Airlines Inc.
MCI
Kansas City, MO: Kansas City International
401
89
29.07
2.47
14.32
0
43.14
7
0
5,174
1,468
209
655
0
2,842
2,022
5
AA
American Airlines Inc.
MCO
Orlando, FL: Orlando International
1,473
346
122.08
20.05
112.69
1.15
90.03
23
3
19,897
7,020
1,166
4,907
61
6,743
2,022
5
AA
American Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
35
13
7.22
0.92
1.1
0
3.76
0
0
897
389
34
92
0
382
2,022
5
AA
American Airlines Inc.
MEM
Memphis, TN: Memphis International
353
98
35.88
4.63
12.52
0
44.96
4
1
6,675
2,977
378
687
0
2,633
2,022
5
AA
American Airlines Inc.
MFE
Mission/McAllen/Edinburg, TX: McAllen Miller International
128
39
16.11
1.4
3.51
0
17.98
4
0
4,561
2,661
114
177
0
1,609
2,022
5
AA
American Airlines Inc.
MIA
Miami, FL: Miami International
4,921
992
305.82
36.99
367.06
0.95
281.18
131
35
70,257
25,492
3,678
16,675
29
24,383
2,022
5
AA
American Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
148
36
14.87
1.12
6.03
0
13.98
1
0
1,908
572
146
263
0
927
2,022
5
AA
American Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
142
34
13.27
0.23
3.91
0
16.59
3
1
2,283
450
18
199
0
1,616
2,022
5
AA
American Airlines Inc.
MSO
Missoula, MT: Missoula International
31
3
3
0
0
0
0
0
0
293
293
0
0
0
0
2,022
5
AA
American Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
246
53
19.68
1.17
12.99
0
19.16
2
3
3,178
1,422
46
432
0
1,278
2,022
5
AA
American Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
553
136
42.86
8.01
30.21
0.65
54.27
7
0
9,721
3,552
639
1,211
11
4,308
2,022
5
AA
American Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
116
32
14.8
1.83
2.5
0
12.86
3
0
2,400
1,009
240
66
0
1,085
2,022
5
AA
American Airlines Inc.
OGG
Kahului, HI: Kahului Airport
128
13
8.4
0
4.12
0
0.48
0
0
554
435
0
89
0
30
2,022
5
AA
American Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
205
44
13.76
3.83
1.48
0
24.93
4
2
3,069
1,043
234
94
0
1,698
2,022
5
AA
American Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
219
51
17.71
1.34
12
0
19.94
1
2
3,015
923
58
328
0
1,706
2,022
5
AA
American Airlines Inc.
ONT
Ontario, CA: Ontario International
213
37
16.07
1.2
3.33
0
16.4
1
0
2,493
1,404
76
116
0
897
2,022
5
AA
American Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
4,103
767
228.94
30.75
189.46
2.84
315
72
17
62,598
26,002
2,481
7,362
86
26,667
2,022
5
AA
American Airlines Inc.
ORF
Norfolk, VA: Norfolk International
209
63
18.57
4.58
14.61
0
25.24
3
1
4,469
1,339
366
504
0
2,260
2,022
5
AA
American Airlines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
402
102
30.56
4.06
36.2
0.1
31.08
8
1
5,346
1,643
231
1,564
3
1,905
2,022
5
AA
American Airlines Inc.
PDX
Portland, OR: Portland International
218
67
23.63
0.67
21.25
0
21.45
1
0
3,540
1,177
84
899
0
1,380
2,022
5
AA
American Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
2,688
568
174.23
18.83
170.68
0.07
204.19
47
4
36,955
13,698
1,602
6,725
1
14,929
2,022
5
AA
American Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
3,971
510
204.51
19.12
82.48
1.14
202.75
14
3
51,892
25,328
1,634
3,107
61
21,762
2,022
5
AA
American Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
311
95
28.9
1.75
17.33
0.2
46.81
4
0
6,555
1,510
150
723
4
4,168
2,022
5
AA
American Airlines Inc.
PNS
Pensacola, FL: Pensacola International
108
27
7.99
0.22
6.32
0
12.47
2
1
1,882
580
23
230
0
1,049
2,022
5
AA
American Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
103
17
9.21
0
0.84
0
6.95
2
0
1,000
410
0
16
0
574
2,022
5
AA
American Airlines Inc.
PVD
Providence, RI: Theodore Francis Green State
66
18
5.88
1
3.66
0
7.47
1
0
1,209
415
127
153
0
514
2,022
5
AA
American Airlines Inc.
PWM
Portland, ME: Portland International Jetport
62
14
4.33
0
3.71
0
5.96
0
4
1,703
1,068
0
176
0
459
2,022
5
AA
American Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
855
230
71.58
13.16
61.48
0.46
83.32
19
3
16,612
5,496
1,001
2,876
8
7,231
2,022
5
AA
American Airlines Inc.
RIC
Richmond, VA: Richmond International
249
68
22.92
5.28
9.13
0.16
30.51
1
0
4,208
1,277
474
349
10
2,098
2,022
5
AA
American Airlines Inc.
RNO
Reno, NV: Reno/Tahoe International
169
28
14.77
0.54
6.36
0
6.34
2
0
1,436
660
72
214
0
490
2,022
5
AA
American Airlines Inc.
ROC
Rochester, NY: Greater Rochester International
62
17
3.51
1.31
3.03
0
9.16
0
0
910
217
77
125
0
491
2,022
5
AA
American Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
416
97
22.71
2.96
37.47
0
33.85
5
4
5,574
1,074
145
1,609
0
2,746
2,022
5
AA
American Airlines Inc.
SAN
San Diego, CA: San Diego International
585
132
56.61
5.16
19.75
0
50.49
6
0
7,760
3,055
309
787
0
3,609
2,022
5
AA
American Airlines Inc.
SAT
San Antonio, TX: San Antonio International
512
121
46.84
5
18.13
0.42
50.61
1
0
8,373
3,681
359
779
10
3,544
2,022
5
AA
American Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
148
32
11.72
1.69
4.41
0
14.19
0
1
2,052
518
144
246
0
1,144
2,022
5
AA
American Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
57
12
6.31
0
2.69
0
3
0
1
700
363
0
183
0
154
2,022
5
AA
American Airlines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
88
21
4.64
1.48
5.91
0
8.97
4
0
1,072
140
121
254
0
557
2,022
5
AA
American Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
442
133
54.11
4.25
45.08
0.17
29.39
3
0
6,773
2,455
383
1,611
10
2,314
2,022
5
AA
American Airlines Inc.
SFO
San Francisco, CA: San Francisco International
725
198
63.32
6.57
81.17
0.03
46.92
11
0
11,188
3,617
586
2,973
1
4,011
2,022
5
AA
American Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
155
28
15.07
0
6.37
0
6.57
2
0
1,670
902
0
271
0
497
2,022
5
AA
American Airlines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
407
100
41.85
6.3
26.43
0
25.42
3
0
5,656
2,331
399
1,113
0
1,813
2,022
5
AA
American Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
275
68
25.58
2.31
16.05
0
24.07
2
0
3,989
2,029
130
494
0
1,336
2,022
5
AA
American Airlines Inc.
SMF
Sacramento, CA: Sacramento International
250
63
24.42
1.3
17.38
0
19.9
3
2
4,203
2,135
72
616
0
1,380
2,022
5
AA
American Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
552
110
44.31
2.05
32.86
0.85
29.94
7
1
6,116
2,232
207
999
38
2,640
2,022
5
AA
American Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
89
20
5.77
1.08
3.34
0
9.8
0
1
994
189
66
133
0
606
2,022
5
AA
American Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
553
140
49.19
5.41
28.44
0
56.95
18
3
10,423
4,068
350
1,622
0
4,383
2,022
5
AA
American Airlines Inc.
STT
Charlotte Amalie, VI: Cyril E King
167
28
9.29
0
10.73
1.01
6.97
0
1
1,296
550
0
334
16
396
2,022
5
AA
American Airlines Inc.
STX
Christiansted, VI: Henry E. Rohlsen
66
16
10.64
0.11
2.71
0
2.53
0
0
991
485
4
90
0
412
2,022
5
AA
American Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
106
29
13.16
0.38
3.93
0
11.53
1
1
1,693
760
45
179
0
709
2,022
5
AA
American Airlines Inc.
TPA
Tampa, FL: Tampa International
1,087
264
78.73
10.04
80.32
0
94.92
21
6
17,424
4,862
750
3,255
0
8,557