year
int64
2.01k
2.02k
month
int64
1
12
carrier
stringclasses
21 values
carrier_name
stringclasses
23 values
airport
stringclasses
395 values
airport_name
stringclasses
419 values
arr_flights
float64
1
22k
arr_del15
float64
0
4.18k
carrier_ct
float64
0
1.29k
weather_ct
float64
0
266
nas_ct
float64
0
1.88k
security_ct
float64
0
58.7
late_aircraft_ct
float64
0
2.07k
arr_cancelled
float64
0
4.95k
arr_diverted
float64
0
197
arr_delay
float64
0
439k
carrier_delay
float64
0
197k
weather_delay
float64
0
32k
nas_delay
float64
0
112k
security_delay
float64
0
3.76k
late_aircraft_delay
float64
0
228k
2,013
8
FL
AirTran Airways Corporation
CAK
Akron, OH: Akron-Canton Regional
362
92
18.45
3.35
25.93
0
44.26
5
0
5,186
745
137
1,295
0
3,009
2,013
8
FL
AirTran Airways Corporation
BOS
Boston, MA: Logan International
382
81
22.72
1.87
31.79
0
24.61
3
0
4,163
810
196
1,726
0
1,431
2,013
8
FL
AirTran Airways Corporation
HOU
Houston, TX: William P Hobby
204
32
9.97
1
10.49
0
10.54
0
0
1,141
330
17
379
0
415
2,013
8
FL
AirTran Airways Corporation
BUF
Buffalo, NY: Buffalo Niagara International
190
51
16.61
1.53
9.14
0
23.73
0
0
1,873
523
115
362
0
873
2,013
8
FL
AirTran Airways Corporation
DAY
Dayton, OH: James M Cox/Dayton International
222
29
9.12
0.8
9.13
0
9.95
0
0
1,450
366
57
434
0
593
2,013
8
FL
AirTran Airways Corporation
RSW
Fort Myers, FL: Southwest Florida International
350
46
23.6
0
7.83
0
14.57
1
1
2,279
1,349
0
198
0
732
2,013
8
FL
AirTran Airways Corporation
TPA
Tampa, FL: Tampa International
599
83
26.52
0.54
29.08
0
26.86
1
5
3,705
1,026
28
1,054
0
1,597
2,013
8
FL
AirTran Airways Corporation
CMH
Columbus, OH: John Glenn Columbus International
144
31
11.36
1
6.29
0
12.35
1
0
1,401
308
154
180
0
759
2,013
8
FL
AirTran Airways Corporation
DCA
Washington, DC: Ronald Reagan Washington National
350
45
14.51
0.94
10.53
0
19.02
1
0
1,669
440
47
398
0
784
2,013
8
FL
AirTran Airways Corporation
PIT
Pittsburgh, PA: Pittsburgh International
304
52
17.67
1
15.06
0
18.27
3
0
2,099
633
60
445
0
961
2,013
8
FL
AirTran Airways Corporation
GRR
Grand Rapids, MI: Gerald R. Ford International
31
12
5.14
0
5.06
0
1.8
0
0
462
185
0
196
0
81
2,013
8
FL
AirTran Airways Corporation
JAX
Jacksonville, FL: Jacksonville International
118
13
7
0
2.31
0
3.69
0
0
701
292
0
139
0
270
2,013
8
FL
AirTran Airways Corporation
LGA
New York, NY: LaGuardia
263
87
23.98
0.62
47.07
0
15.33
3
2
6,047
1,392
59
3,247
0
1,349
2,013
8
FL
AirTran Airways Corporation
MCI
Kansas City, MO: Kansas City International
132
19
5.96
0.42
5.02
0
7.6
0
0
798
196
29
186
0
387
2,013
8
FL
AirTran Airways Corporation
MKE
Milwaukee, WI: General Mitchell International
401
53
12.55
0.46
17.12
0
22.87
0
1
2,864
487
32
907
0
1,438
2,013
8
FL
AirTran Airways Corporation
MEM
Memphis, TN: Memphis International
216
48
19.83
1.79
11.91
0
14.48
0
0
2,065
744
64
366
0
891
2,013
8
FL
AirTran Airways Corporation
PNS
Pensacola, FL: Pensacola International
93
18
9.27
0
1.73
0
7
0
0
745
263
0
71
0
411
2,013
8
FL
AirTran Airways Corporation
RDU
Raleigh/Durham, NC: Raleigh-Durham International
247
32
10.64
2.78
4.31
0
14.27
1
1
1,120
315
136
137
0
532
2,013
8
FL
AirTran Airways Corporation
SAT
San Antonio, TX: San Antonio International
106
25
10.92
0
3.31
0
10.77
0
0
1,292
429
0
248
0
615
2,013
8
FL
AirTran Airways Corporation
DEN
Denver, CO: Denver International
79
23
7.99
0
10.09
0
4.92
0
0
896
227
0
449
0
220
2,013
8
FL
AirTran Airways Corporation
SFO
San Francisco, CA: San Francisco International
92
26
17.04
0.7
7.26
0
1
0
0
1,098
563
52
456
0
27
2,013
8
FL
AirTran Airways Corporation
AUS
Austin, TX: Austin - Bergstrom International
56
18
11.55
0
1.45
0
5
0
1
499
358
0
45
0
96
2,013
8
HA
Hawaiian Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
2,836
149
73.92
0.96
3.2
0.18
70.75
3
0
7,013
3,982
73
83
20
2,855
2,013
8
HA
Hawaiian Airlines Inc.
LIH
Lihue, HI: Lihue Airport
613
19
12.01
0
1.25
0
5.74
0
0
574
323
0
21
0
230
2,013
8
HA
Hawaiian Airlines Inc.
OGG
Kahului, HI: Kahului Airport
1,215
57
37.47
0
0.64
0
18.89
1
2
2,986
2,465
0
16
0
505
2,013
8
HA
Hawaiian Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
673
23
10.74
0
0.8
0
11.46
0
0
516
249
0
12
0
255
2,013
8
HA
Hawaiian Airlines Inc.
ITO
Hilo, HI: Hilo International
509
17
11.48
0
1.49
0
4.03
0
0
419
275
0
38
0
106
2,013
8
HA
Hawaiian Airlines Inc.
LAS
Las Vegas, NV: McCarran International
75
8
7.35
0
0
0
0.65
0
0
337
324
0
0
0
13
2,013
8
HA
Hawaiian Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
117
14
13.08
0
0
0.08
0.84
0
0
648
626
0
0
2
20
2,013
8
HA
Hawaiian Airlines Inc.
SFO
San Francisco, CA: San Francisco International
31
8
7
0
1
0
0
0
0
260
219
0
41
0
0
2,013
8
HA
Hawaiian Airlines Inc.
SAN
San Diego, CA: San Diego International
31
3
3
0
0
0
0
0
1
173
173
0
0
0
0
2,013
8
HA
Hawaiian Airlines Inc.
SMF
Sacramento, CA: Sacramento International
30
7
7
0
0
0
0
0
0
379
379
0
0
0
0
2,013
8
HA
Hawaiian Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
61
9
7.21
0
0
0
1.79
0
2
324
179
0
0
0
145
2,013
8
HA
Hawaiian Airlines Inc.
OAK
Oakland, CA: Metropolitan Oakland International
61
13
12.7
0
0
0
0.3
0
0
506
497
0
0
0
9
2,013
8
HA
Hawaiian Airlines Inc.
PDX
Portland, OR: Portland International
31
4
4
0
0
0
0
0
0
145
145
0
0
0
0
2,013
8
HA
Hawaiian Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
31
6
6
0
0
0
0
0
0
1,122
1,122
0
0
0
0
2,013
8
HA
Hawaiian Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
54
9
9
0
0
0
0
1
1
1,420
1,420
0
0
0
0
2,013
8
HA
Hawaiian Airlines Inc.
JFK
New York, NY: John F. Kennedy International
31
4
4
0
0
0
0
0
0
78
78
0
0
0
0
2,013
8
MQ
American Eagle Airlines Inc.
MHK
Manhattan/Ft. Riley, KS: Manhattan Regional
154
47
17.78
2.29
7.37
0
19.56
3
0
2,100
688
161
307
0
944
2,013
8
MQ
American Eagle Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
7,441
1,538
255.3
43.28
374.96
1.06
863.4
111
33
86,196
24,947
4,680
14,453
91
42,025
2,013
8
MQ
American Eagle Airlines Inc.
ABI
Abilene, TX: Abilene Regional
241
67
33.25
5.26
10.21
0
18.28
2
0
3,273
1,228
377
335
0
1,333
2,013
8
MQ
American Eagle Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
241
67
22.26
4.77
20.25
0
19.72
8
2
3,167
1,021
287
723
0
1,136
2,013
8
MQ
American Eagle Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
7,395
1,586
257.58
46.17
478.06
0.05
804.14
221
17
108,139
23,846
4,552
31,122
9
48,610
2,013
8
MQ
American Eagle Airlines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
184
58
18.29
3.76
14.5
0
21.45
1
0
2,347
771
91
532
0
953
2,013
8
MQ
American Eagle Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
267
70
27.06
8.38
16.79
0
17.77
9
0
3,002
1,189
412
631
0
770
2,013
8
MQ
American Eagle Airlines Inc.
PNS
Pensacola, FL: Pensacola International
292
86
34.36
5.17
21.71
0
24.77
4
0
3,853
1,538
219
821
0
1,275
2,013
8
MQ
American Eagle Airlines Inc.
LAW
Lawton/Fort Sill, OK: Lawton-Fort Sill Regional
159
42
18.96
3.84
4.54
0
14.65
2
0
1,808
770
154
138
0
746
2,013
8
MQ
American Eagle Airlines Inc.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
235
44
16.64
3.82
5.66
0
17.88
4
0
1,880
701
176
227
0
776
2,013
8
MQ
American Eagle Airlines Inc.
DRO
Durango, CO: Durango La Plata County
57
17
4.2
0.32
9.15
0
3.33
0
1
716
245
20
283
0
168
2,013
8
MQ
American Eagle Airlines Inc.
EVV
Evansville, IN: Evansville Regional
180
57
22.78
4.2
12.67
0
17.36
3
0
2,667
961
357
566
0
783
2,013
8
HA
Hawaiian Airlines Inc.
PPG
Pago Pago, TT: Pago Pago International
9
3
3
0
0
0
0
0
0
212
212
0
0
0
0
2,013
8
MQ
American Eagle Airlines Inc.
SGF
Springfield, MO: Springfield-Branson National
327
88
27.68
6.48
15.43
0
38.41
7
1
5,400
1,400
747
808
0
2,445
2,013
8
MQ
American Eagle Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
149
47
14.76
4.45
11.78
0
16.01
2
0
2,405
679
315
415
0
996
2,013
8
MQ
American Eagle Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
381
116
30.18
8.98
44.91
0
31.93
10
0
6,972
1,591
968
2,088
0
2,325
2,013
8
MQ
American Eagle Airlines Inc.
GRK
Killeen, TX: Robert Gray AAF
213
55
25.45
9.6
6.01
0
13.93
3
0
3,134
1,360
801
278
0
695
2,013
8
MQ
American Eagle Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas Regional
515
154
62.09
13.75
29.94
0
48.21
15
0
9,096
2,946
1,105
1,325
0
3,720
2,013
8
MQ
American Eagle Airlines Inc.
LRD
Laredo, TX: Laredo International
114
42
15.77
2.73
6.12
0
17.38
0
0
2,163
641
322
203
0
997
2,013
8
MQ
American Eagle Airlines Inc.
CLL
College Station/Bryan, TX: Easterwood Field
153
36
12.21
3.34
7.46
0
12.99
3
1
1,644
659
173
232
0
580
2,013
8
MQ
American Eagle Airlines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
123
33
12.72
3.54
6.13
0
10.6
0
0
1,734
734
208
160
0
632
2,013
8
MQ
American Eagle Airlines Inc.
SAT
San Antonio, TX: San Antonio International
122
24
10.3
2.7
3.97
0
7.03
1
2
1,272
459
292
127
0
394
2,013
8
MQ
American Eagle Airlines Inc.
DSM
Des Moines, IA: Des Moines International
294
63
16.92
5.86
19.23
0
20.99
4
1
2,701
676
334
652
0
1,039
2,013
8
MQ
American Eagle Airlines Inc.
HOU
Houston, TX: William P Hobby
264
63
24.86
4.01
9.66
0
24.47
5
0
2,725
1,080
229
355
0
1,061
2,013
8
MQ
American Eagle Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
426
111
43.58
7.96
30.55
0
28.91
7
2
6,212
2,274
796
1,530
0
1,612
2,013
8
MQ
American Eagle Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
219
47
16.45
7.57
10.71
0
12.27
7
0
1,915
762
454
306
0
393
2,013
8
MQ
American Eagle Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
242
44
13.18
5.22
10.09
0
15.52
3
2
2,333
972
281
393
0
687
2,013
8
MQ
American Eagle Airlines Inc.
FWA
Fort Wayne, IN: Fort Wayne International
179
42
11.84
2.08
10.45
0
17.63
5
0
1,982
540
167
412
0
863
2,013
8
MQ
American Eagle Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
225
51
19.53
5.93
8.68
0
16.86
5
0
2,636
952
490
279
0
915
2,013
8
MQ
American Eagle Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
148
54
23.81
3.83
15.43
0
10.93
3
1
2,803
957
213
931
0
702
2,013
8
MQ
American Eagle Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
150
39
11.89
4.01
8.4
0
14.7
1
0
1,879
432
157
369
0
921
2,013
8
MQ
American Eagle Airlines Inc.
MOB
Mobile, AL: Mobile Regional
92
26
8.92
2.01
4.5
0
10.57
2
0
1,239
336
118
126
0
659
2,013
8
MQ
American Eagle Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
88
19
3.56
2.46
8.35
0
4.63
0
1
951
180
104
352
0
315
2,013
8
MQ
American Eagle Airlines Inc.
GCK
Garden City, KS: Garden City Regional
62
20
7.86
2.97
2.36
0
6.81
0
2
997
403
138
81
0
375
2,013
8
MQ
American Eagle Airlines Inc.
TVC
Traverse City, MI: Cherry Capital
138
25
10.45
1.76
3.49
0
9.3
3
1
1,043
405
123
137
0
378
2,013
8
MQ
American Eagle Airlines Inc.
JFK
New York, NY: John F. Kennedy International
603
151
17.17
2.23
73.55
0
58.05
17
3
10,145
1,503
94
4,468
0
4,080
2,013
8
MQ
American Eagle Airlines Inc.
RIC
Richmond, VA: Richmond International
176
43
13.36
4.56
11.24
0
13.84
1
0
2,242
584
343
483
0
832
2,013
8
MQ
American Eagle Airlines Inc.
MAF
Midland/Odessa, TX: Midland International Air and Space Port
190
50
22.24
1.71
11.72
0
14.33
2
0
2,103
1,114
128
323
0
538
2,013
8
MQ
American Eagle Airlines Inc.
MLI
Moline, IL: Quad City International
144
42
13.42
2.77
8.21
0
17.61
5
1
1,825
479
302
311
0
733
2,013
8
MQ
American Eagle Airlines Inc.
MGM
Montgomery, AL: Montgomery Regional
92
22
8.36
0.41
2.52
0
10.71
1
0
1,290
468
29
166
0
627
2,013
8
MQ
American Eagle Airlines Inc.
MEM
Memphis, TN: Memphis International
141
33
15.99
0.64
7.67
0
8.7
5
0
1,386
685
42
262
0
397
2,013
8
MQ
American Eagle Airlines Inc.
SPI
Springfield, IL: Abraham Lincoln Capital
57
11
5.81
0.65
1.88
0
2.66
2
1
423
248
15
64
0
96
2,013
8
MQ
American Eagle Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
173
43
14.52
1.85
15.11
0
11.52
2
0
2,276
552
116
629
0
979
2,013
8
MQ
American Eagle Airlines Inc.
GRI
Grand Island, NE: Central Nebraska Regional
57
15
3
1.39
4.03
0
6.58
0
1
779
110
172
106
0
391
2,013
8
MQ
American Eagle Airlines Inc.
ALO
Waterloo, IA: Waterloo Regional
57
14
3.47
1.32
3.72
0
5.49
1
0
667
155
46
147
0
319
2,013
8
MQ
American Eagle Airlines Inc.
BNA
Nashville, TN: Nashville International
677
149
42.15
10.71
41.86
0
54.28
24
1
8,472
2,366
638
1,943
0
3,525
2,013
8
MQ
American Eagle Airlines Inc.
ROW
Roswell, NM: Roswell International Air Center
88
28
11.98
2.06
6.64
0
7.31
1
0
1,294
622
192
189
0
291
2,013
8
MQ
American Eagle Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
259
66
24.13
3.23
19.39
0
19.24
4
0
2,950
916
160
646
0
1,228
2,013
8
MQ
American Eagle Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
154
53
21.12
6.4
11.4
0
14.08
4
0
2,659
863
486
399
0
911
2,013
8
MQ
American Eagle Airlines Inc.
CWA
Mosinee, WI: Central Wisconsin
57
15
2.13
2.9
1.78
0
8.19
1
0
1,124
71
301
190
0
562
2,013
8
MQ
American Eagle Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
580
157
38.15
14.22
48.52
0
56.11
13
0
10,167
2,340
1,117
2,334
0
4,376
2,013
8
MQ
American Eagle Airlines Inc.
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
58
14
4.65
1.02
3.27
0
5.06
0
0
753
316
50
138
0
249
2,013
8
MQ
American Eagle Airlines Inc.
LFT
Lafayette, LA: Lafayette Regional Paul Fournet Field
149
27
13.55
2.2
3.84
0
7.41
3
0
1,602
798
309
149
0
346
2,013
8
MQ
American Eagle Airlines Inc.
RAP
Rapid City, SD: Rapid City Regional
63
18
8.05
0.68
5.04
0
4.23
0
0
906
342
128
225
0
211
2,013
8
MQ
American Eagle Airlines Inc.
MCI
Kansas City, MO: Kansas City International
176
42
13.12
3.84
8.97
0
16.07
3
0
2,008
481
360
355
0
812
2,013
8
MQ
American Eagle Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
201
58
19.03
4.14
14.82
0
20.01
3
0
2,326
750
156
472
0
948
2,013
8
MQ
American Eagle Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
630
142
33.38
3.11
27.94
0
77.56
32
1
9,281
3,387
504
932
0
4,458
2,013
8
MQ
American Eagle Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
92
17
6.01
0
1.92
0
9.07
4
0
883
357
0
63
0
463
2,013
8
MQ
American Eagle Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
148
24
5.71
2.54
4.92
0
10.84
2
1
1,423
276
309
244
0
594
2,013
8
MQ
American Eagle Airlines Inc.
GPT
Gulfport/Biloxi, MS: Gulfport-Biloxi International
108
35
10.79
5.52
2.83
0
15.86
3
0
1,871
783
302
134
0
652
2,013
8
MQ
American Eagle Airlines Inc.
BTR
Baton Rouge, LA: Baton Rouge Metropolitan/Ryan Field
188
50
19.52
4.52
11.72
0
14.24
2
0
2,011
735
376
384
0
516
2,013
8
MQ
American Eagle Airlines Inc.
SAF
Santa Fe, NM: Santa Fe Municipal
119
27
11.97
1.11
3.66
0
10.26
0
1
1,200
538
70
124
0
468