Datasets:
ml-project-group-3
/
kaggle-airline-delay

Dataset card Data Studio Files
xet
Community
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
⌀
2,023
6
G4
Allegiant Air
PIT
Pittsburgh, PA: Pittsburgh International
160
44
11.1
2.48
11.6
0
18.81
1
0
4,505
667
125
2,344
0
1,369
2,023
6
G4
Allegiant Air
PSC
Pasco/Kennewick/Richland, WA: Tri Cities
39
9
1.04
1
4.03
0
2.94
0
0
626
21
145
151
0
309
2,023
6
G4
Allegiant Air
PSM
Portsmouth, NH: Portsmouth International at Pease
35
9
3.99
0.02
1.65
0
3.34
0
0
784
295
2
80
0
407
2,023
6
G4
Allegiant Air
PVD
Providence, RI: Rhode Island Tf Green International
27
7
2.64
0.95
2.17
0
1.24
0
0
252
66
70
64
0
52
2,023
6
G4
Allegiant Air
PVU
Provo, UT: Provo Municipal
171
77
16.51
6.1
15.83
0
38.55
2
1
9,360
2,655
1,238
1,737
0
3,730
2,023
6
G4
Allegiant Air
RAP
Rapid City, SD: Rapid City Regional
22
5
0.9
0
3.01
0
1.09
0
0
187
47
0
100
0
40
2,023
6
G4
Allegiant Air
RFD
Rockford, IL: Chicago/Rockford International
52
10
1.67
2.92
4.98
0
0.43
0
0
891
83
346
447
0
15
2,023
6
G4
Allegiant Air
RIC
Richmond, VA: Richmond International
18
8
1.7
0.57
2.68
0
3.05
1
0
470
158
20
90
0
202
2,023
6
G4
Allegiant Air
RNO
Reno, NV: Reno/Tahoe International
9
1
0.74
0
0.11
0
0.16
0
0
19
14
0
2
0
3
2,023
6
G4
Allegiant Air
ROA
Roanoke, VA: Roanoke Blacksburg Regional
18
4
1.81
0
0.19
0
2
2
0
171
68
0
5
0
98
2,023
6
G4
Allegiant Air
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
3
1
0
0.24
0
0
0.76
0
0
70
0
17
0
0
53
2,023
6
G4
Allegiant Air
SAN
San Diego, CA: San Diego International
94
31
4.51
2.23
13.41
0
10.85
0
0
2,843
1,292
147
686
0
718
2,023
6
G4
Allegiant Air
SAT
San Antonio, TX: San Antonio International
9
3
0.69
0
2.31
0
0
0
0
118
51
0
67
0
0
2,023
6
G4
Allegiant Air
SAV
Savannah, GA: Savannah/Hilton Head International
107
33
9.72
0.13
7.97
0
15.18
0
0
3,882
1,612
21
340
0
1,909
2,023
6
G4
Allegiant Air
SBN
South Bend, IN: South Bend International
57
11
1.07
3.08
5.18
0
1.67
0
0
427
29
204
127
0
67
2,023
6
G4
Allegiant Air
SCK
Stockton, CA: Stockton Metro
48
17
3.62
0
7.46
0
5.92
0
0
1,180
509
0
260
0
411
2,023
6
G4
Allegiant Air
SDF
Louisville, KY: Louisville Muhammad Ali International
92
18
4.04
2.45
7.15
0
4.36
0
0
980
318
102
282
0
278
2,023
6
G4
Allegiant Air
SFB
Sanford, FL: Orlando Sanford International
858
261
46.8
15.28
89.24
0.62
109.06
1
2
25,517
4,623
2,774
7,798
27
10,295
2,023
6
G4
Allegiant Air
SGF
Springfield, MO: Springfield-Branson National
108
29
8.56
2.74
10.55
0.25
6.9
0
1
2,104
607
319
609
16
553
2,023
6
G4
Allegiant Air
SHV
Shreveport, LA: Shreveport Regional
36
8
3.76
0.88
1.32
0
2.03
0
0
423
211
38
76
0
98
2,023
6
G4
Allegiant Air
SMX
Santa Maria, CA: Santa Maria Public/Capt. G. Allan Hancock Field
9
6
1.25
0
3.35
0
1.4
0
0
427
255
0
117
0
55
2,023
6
G4
Allegiant Air
SNA
Santa Ana, CA: John Wayne Airport-Orange County
102
23
3.65
0
11.15
0
8.21
0
1
1,063
168
0
412
0
483
2,023
6
G4
Allegiant Air
SPI
Springfield, IL: Abraham Lincoln Capital
9
3
0
1.26
1.31
0
0.43
0
0
109
0
52
26
0
31
2,023
6
G4
Allegiant Air
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
206
53
7.68
2.63
24.83
0
17.86
0
1
3,643
603
372
1,403
0
1,265
2,023
6
G4
Allegiant Air
SWF
Newburgh/Poughkeepsie, NY: New York Stewart International
27
6
1
1
2.09
0
1.91
0
1
246
106
23
46
0
71
2,023
6
G4
Allegiant Air
SYR
Syracuse, NY: Syracuse Hancock International
54
17
2.04
2.23
8.67
0
4.06
1
0
911
141
142
357
0
271
2,023
6
G4
Allegiant Air
TOL
Toledo, OH: Eugene F Kranz Toledo Express
26
6
1
3.38
0.88
0
0.73
0
0
445
67
333
27
0
18
2,023
6
G4
Allegiant Air
TRI
Bristol/Johnson City/Kingsport, TN: Tri Cities
18
7
2.91
0.65
0.67
0
2.78
0
1
430
184
11
27
0
208
2,023
6
G4
Allegiant Air
TUL
Tulsa, OK: Tulsa International
53
13
6.69
0
4.16
0
2.15
0
0
900
415
0
190
0
295
2,023
6
G4
Allegiant Air
TVC
Traverse City, MI: Cherry Capital
11
3
1.6
0
1.4
0
0
0
0
50
28
0
22
0
0
2,023
6
G4
Allegiant Air
TYS
Knoxville, TN: McGhee Tyson
231
68
10.05
8.28
23.23
0
26.44
0
0
6,285
862
1,673
1,340
0
2,410
2,023
6
G4
Allegiant Air
USA
Concord, NC: Concord Padgett Regional
63
23
7.62
1
6.3
0
8.08
0
1
1,322
342
70
377
0
533
2,023
6
G4
Allegiant Air
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
389
113
18.17
3.34
37.78
0.76
52.95
4
2
6,900
905
170
1,980
16
3,829
2,023
6
G4
Allegiant Air
XNA
Fayetteville, AR: Northwest Arkansas National
92
41
7.17
4.95
15.74
0.15
13
2
0
2,304
218
436
659
7
984
2,023
6
HA
Hawaiian Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
18
2
2
0
0
0
0
0
0
36
36
0
0
0
0
2,023
6
HA
Hawaiian Airlines Inc.
BOS
Boston, MA: Logan International
20
14
13.37
0
0
0.63
0
0
0
756
713
0
0
43
0
2,023
6
HA
Hawaiian Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
2,729
538
252.15
0.6
11.79
0.96
272.51
42
0
20,419
9,315
9
292
40
10,763
2,023
6
HA
Hawaiian Airlines Inc.
ITO
Hilo, HI: Hilo International
474
71
34.67
0
0.2
0
36.13
7
1
2,441
1,155
0
3
0
1,283
2,023
6
HA
Hawaiian Airlines Inc.
JFK
New York, NY: John F. Kennedy International
30
19
16.41
0
0
0
2.59
0
0
786
641
0
0
0
145
2,023
6
HA
Hawaiian Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
663
144
78.85
0
0.15
0
65
8
0
5,346
3,053
0
7
0
2,286
2,023
6
HA
Hawaiian Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
114
43
35.45
0
0
1.46
6.09
1
0
1,778
1,334
0
0
64
380
2,023
6
HA
Hawaiian Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
190
67
55.62
0
0
3.96
7.41
6
0
3,632
3,121
0
0
106
405
2,023
6
HA
Hawaiian Airlines Inc.
LGB
Long Beach, CA: Long Beach Airport
60
14
9.47
0
0
1
3.53
0
0
340
232
0
0
16
92
2,023
6
HA
Hawaiian Airlines Inc.
LIH
Lihue, HI: Lihue Airport
705
124
65.73
0
0.38
0
57.89
4
0
3,516
1,792
0
6
0
1,718
2,023
6
HA
Hawaiian Airlines Inc.
OAK
Oakland, CA: Metro Oakland International
90
34
29.89
0
0
0.98
3.13
3
0
1,360
1,167
0
0
35
158
2,023
6
HA
Hawaiian Airlines Inc.
OGG
Kahului, HI: Kahului Airport
1,306
214
138.68
0.24
2.85
0
72.23
15
0
7,994
5,346
5
71
0
2,572
2,023
6
HA
Hawaiian Airlines Inc.
ONT
Ontario, CA: Ontario International
30
11
9.97
0
0
0.49
0.54
0
0
473
395
0
0
64
14
2,023
6
HA
Hawaiian Airlines Inc.
PDX
Portland, OR: Portland International
60
28
22.45
0
1
0.6
3.95
0
0
1,195
962
0
17
29
187
2,023
6
HA
Hawaiian Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
30
17
15.16
0
0
0.86
0.98
0
0
1,307
1,212
0
0
56
39
2,023
6
HA
Hawaiian Airlines Inc.
PPG
Pago Pago, TT: Pago Pago International
13
1
1
0
0
0
0
0
1
19
19
0
0
0
0
2,023
6
HA
Hawaiian Airlines Inc.
SAN
San Diego, CA: San Diego International
60
13
11.64
0
0
0
1.36
0
0
355
319
0
0
0
36
2,023
6
HA
Hawaiian Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
60
34
27.59
0
0.25
1.64
4.52
0
0
2,619
1,636
0
4
58
921
2,023
6
HA
Hawaiian Airlines Inc.
SFO
San Francisco, CA: San Francisco International
60
25
20.84
0
0
0.14
4.03
2
0
1,165
852
0
0
3
310
2,023
6
HA
Hawaiian Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
60
15
12.93
0
0
0.66
1.41
0
0
662
556
0
0
35
71
2,023
6
HA
Hawaiian Airlines Inc.
SMF
Sacramento, CA: Sacramento International
60
25
19.89
0
0
0.13
4.98
0
0
868
558
0
0
2
308
2,023
6
MQ
Envoy Air
ABI
Abilene, TX: Abilene Regional
116
22
6.47
2.56
7.26
0
5.72
0
1
1,006
306
61
298
0
341
2,023
6
MQ
Envoy Air
ABQ
Albuquerque, NM: Albuquerque International Sunport
84
17
7.75
0.4
1.92
0
6.93
0
0
788
342
28
113
0
305
2,023
6
MQ
Envoy Air
ACK
Nantucket, MA: Nantucket Memorial
4
2
0.69
0
1
0
0.31
0
1
64
22
0
32
0
10
2,023
6
MQ
Envoy Air
AGS
Augusta, GA: Augusta Regional at Bush Field
60
18
1.96
1.94
3.39
0
10.72
0
0
1,519
182
256
192
0
889
2,023
6
MQ
Envoy Air
AMA
Amarillo, TX: Rick Husband Amarillo International
134
31
6.75
1.93
12.75
0
9.58
0
0
1,711
355
165
652
0
539
2,023
6
MQ
Envoy Air
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
MQ
Envoy Air
AUS
Austin, TX: Austin - Bergstrom International
667
141
33.88
8.97
50.36
0
47.79
1
0
9,837
2,855
1,254
2,144
0
3,584
2,023
6
MQ
Envoy Air
AVL
Asheville, NC: Asheville Regional
124
43
7.05
2.5
23.82
0
9.63
1
0
2,614
490
189
1,253
0
682
2,023
6
MQ
Envoy Air
BFL
Bakersfield, CA: Meadows Field
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
MQ
Envoy Air
BGR
Bangor, ME: Bangor International
34
4
2.81
0
1.19
0
0
0
0
176
111
0
65
0
0
2,023
6
MQ
Envoy Air
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
94
40
4.09
3.25
23.78
0
8.89
2
2
2,201
268
183
1,109
0
641
2,023
6
MQ
Envoy Air
BIL
Billings, MT: Billings Logan International
90
19
6.53
1.93
6.58
0
3.96
0
0
1,407
382
294
459
0
272
2,023
6
MQ
Envoy Air
BIS
Bismarck/Mandan, ND: Bismarck Municipal
60
14
0.93
1.21
5.34
0
6.52
0
0
780
24
158
270
0
328
2,023
6
MQ
Envoy Air
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
60
20
6.41
0.62
7.2
0
5.77
1
0
1,000
226
93
293
0
388
2,023
6
MQ
Envoy Air
BNA
Nashville, TN: Nashville International
232
51
14.67
2.74
18.65
0
14.93
1
2
4,731
2,328
154
1,195
0
1,054
2,023
6
MQ
Envoy Air
BOS
Boston, MA: Logan International
176
66
13.63
2.2
20.06
0
30.11
2
0
4,192
784
214
1,128
0
2,066
2,023
6
MQ
Envoy Air
BRO
Brownsville, TX: Brownsville South Padre Island International
60
8
2
1.33
1.71
0
2.95
0
0
348
47
53
46
0
202
2,023
6
MQ
Envoy Air
BTR
Baton Rouge, LA: Baton Rouge Metropolitan/Ryan Field
131
36
13.83
2.69
6.24
0
13.24
1
1
2,019
881
195
262
0
681
2,023
6
MQ
Envoy Air
BTV
Burlington, VT: Burlington International
22
7
4.43
0
1.63
0
0.93
0
0
438
305
0
76
0
57
2,023
6
MQ
Envoy Air
BUF
Buffalo, NY: Buffalo Niagara International
24
4
2.04
0
1.96
0
0
0
0
146
100
0
46
0
0
2,023
6
MQ
Envoy Air
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
30
2
0.78
0
0.36
0
0.86
0
0
106
39
0
20
0
47
2,023
6
MQ
Envoy Air
CHA
Chattanooga, TN: Lovell Field
90
18
2.18
1.2
10.16
0
4.45
0
1
1,092
87
86
562
0
357
2,023
6
MQ
Envoy Air
CHS
Charleston, SC: Charleston AFB/International
52
11
1.28
2
4.21
0
3.51
1
0
480
32
101
129
0
218
2,023
6
MQ
Envoy Air
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
56
11
5.35
1
2.19
0
2.46
0
0
450
228
47
66
0
109
2,023
6
MQ
Envoy Air
CLE
Cleveland, OH: Cleveland-Hopkins International
75
15
2.69
2.78
6.94
0
2.6
1
0
452
69
148
162
0
73
2,023
6
MQ
Envoy Air
CLL
College Station/Bryan, TX: Easterwood Field
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2,023
6
MQ
Envoy Air
CLT
Charlotte, NC: Charlotte Douglas International
359
92
17.94
7.67
23.37
0.69
42.32
2
1
4,947
929
322
894
36
2,766
2,023
6
MQ
Envoy Air
CMH
Columbus, OH: John Glenn Columbus International
242
56
8.68
3.89
20.12
0
23.32
1
0
2,704
341
223
793
0
1,347
2,023
6
MQ
Envoy Air
CMI
Champaign/Urbana, IL: University of Illinois/Willard
120
31
7.24
2.34
11.51
0.69
9.21
4
2
1,445
389
109
518
20
409
2,023
6
MQ
Envoy Air
COU
Columbia, MO: Columbia Regional
29
7
0.55
0.7
2.81
0
2.95
0
0
263
12
44
134
0
73
2,023
6
MQ
Envoy Air
CRP
Corpus Christi, TX: Corpus Christi International
190
39
12.87
3.74
10.88
0
11.51
0
0
2,801
975
259
569
0
998
2,023
6
MQ
Envoy Air
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
241
67
15.08
4.02
20.31
0.5
27.09
0
0
4,250
751
208
1,110
9
2,172
2,023
6
MQ
Envoy Air
DAB
Daytona Beach, FL: Daytona Beach International
2
1
0
0
1
0
0
0
0
24
0
0
24
0
0
2,023
6
MQ
Envoy Air
DAY
Dayton, OH: James M Cox/Dayton International
8
4
0.02
0.7
0.66
0
2.62
0
0
251
2
47
40
0
162
2,023
6
MQ
Envoy Air
DCA
Washington, DC: Ronald Reagan Washington National
289
61
16.15
2.07
25.29
0.13
17.37
0
2
2,721
625
65
848
3
1,180
2,023
6
MQ
Envoy Air
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
4,308
959
145.34
123.32
286.74
0.2
403.41
16
13
62,563
8,206
9,505
15,001
5
29,846
2,023
6
MQ
Envoy Air
DSM
Des Moines, IA: Des Moines International
34
6
2.67
0.66
1.94
0
0.74
0
0
812
689
21
74
0
28
2,023
6
MQ
Envoy Air
ECP
Panama City, FL: Northwest Florida Beaches International
4
1
0.19
0
0.19
0
0.63
0
0
16
3
0
3
0
10
2,023
6
MQ
Envoy Air
ELP
El Paso, TX: El Paso International
146
20
7.99
1.65
1.9
0
8.46
0
0
1,018
415
153
65
0
385
2,023
6
MQ
Envoy Air
EUG
Eugene, OR: Mahlon Sweet Field
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2,023
6
MQ
Envoy Air
EVV
Evansville, IN: Evansville Regional
60
20
2.67
0.32
11.26
0
5.74
0
0
804
81
27
374
0
322
2,023
6
MQ
Envoy Air
EYW
Key West, FL: Key West International
116
24
5.89
1.15
5.53
0
11.43
3
0
1,363
219
144
265
0
735
2,023
6
MQ
Envoy Air
FAR
Fargo, ND: Hector International
60
13
2.58
0.76
4.52
0
5.14
0
0
670
67
59
196
0
348
2,023
6
MQ
Envoy Air
FSD
Sioux Falls, SD: Joe Foss Field
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2,023
6
MQ
Envoy Air
FSM
Fort Smith, AR: Fort Smith Regional
30
8
0.55
1.14
2.52
0
3.78
0
0
512
57
45
85
0
325