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
8
OO
SkyWest Airlines Inc.
FCA
Kalispell, MT: Glacier Park International
199
21
15
3
0
0
3
1
1
777
604
65
0
0
108
2,023
8
OO
SkyWest Airlines Inc.
FLG
Flagstaff, AZ: Flagstaff Pulliam
123
15
11
1
0
0
3
0
0
828
584
85
0
0
159
2,023
8
OO
SkyWest Airlines Inc.
FNT
Flint, MI: Bishop International
26
3
2
0
0
0
1
0
0
195
125
0
0
0
70
2,023
8
OO
SkyWest Airlines Inc.
FOD
Fort Dodge, IA: Fort Dodge Regional
53
13
6
1
0
0
6
1
0
693
391
86
0
0
216
2,023
8
OO
SkyWest Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
163
28
21
1
2
0
4
0
0
1,253
763
67
42
0
381
2,023
8
OO
SkyWest Airlines Inc.
FSM
Fort Smith, AR: Fort Smith Regional
29
1
0
0
0
0
1
0
0
23
0
0
0
0
23
2,023
8
OO
SkyWest Airlines Inc.
FWA
Fort Wayne, IN: Fort Wayne International
200
26
18
6
0
0
2
3
0
1,658
990
520
0
0
148
2,023
8
OO
SkyWest Airlines Inc.
GCC
Gillette, WY: Northeast Wyoming Regional
52
14
4
1
0
1
8
0
0
797
140
36
0
28
593
2,023
8
OO
SkyWest Airlines Inc.
GCK
Garden City, KS: Garden City Regional
62
8
6
2
0
0
0
0
0
681
570
111
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GEG
Spokane, WA: Spokane International
298
30
21
4
2
0
3
0
0
1,347
1,065
134
59
0
89
2,023
8
OO
SkyWest Airlines Inc.
GFK
Grand Forks, ND: Grand Forks International
92
9
7
2
0
0
0
0
0
275
213
62
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GGG
Longview, TX: East Texas Regional
62
3
3
0
0
0
0
1
0
531
531
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GJT
Grand Junction, CO: Grand Junction Regional
112
18
13
0
0
0
5
0
0
1,426
1,011
0
0
0
415
2,023
8
OO
SkyWest Airlines Inc.
GNV
Gainesville, FL: Gainesville Regional
22
2
2
0
0
0
0
0
0
66
66
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GPT
Gulfport/Biloxi, MS: Gulfport-Biloxi International
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
322
60
37
5
2
0
16
4
0
3,336
1,415
417
105
0
1,399
2,023
8
OO
SkyWest Airlines Inc.
GRI
Grand Island, NE: Central Nebraska Regional
62
6
5
1
0
0
0
2
0
377
338
39
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GRK
Killeen, TX: Robert Gray AAF
42
4
3
1
0
0
0
0
0
280
188
92
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
57
6
5
0
0
0
1
1
0
350
277
0
0
0
73
2,023
8
OO
SkyWest Airlines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
62
11
4
0
0
0
7
1
0
571
181
0
0
0
390
2,023
8
OO
SkyWest Airlines Inc.
GSP
Greer, SC: Greenville-Spartanburg International
66
10
8
0
0
0
2
0
0
645
408
0
0
0
237
2,023
8
OO
SkyWest Airlines Inc.
GTF
Great Falls, MT: Great Falls International
155
13
8
1
0
0
4
0
0
558
200
195
0
0
163
2,023
8
OO
SkyWest Airlines Inc.
GTR
Columbus, MS: Golden Triangle Regional
5
2
2
0
0
0
0
0
0
102
102
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
GUC
Gunnison, CO: Gunnison-Crested Butte Regional
62
7
3
0
0
0
4
0
0
517
133
0
0
0
384
2,023
8
OO
SkyWest Airlines Inc.
HDN
Hayden, CO: Yampa Valley
101
21
11
0
1
0
9
0
1
2,366
558
0
52
0
1,756
2,023
8
OO
SkyWest Airlines Inc.
HIB
Hibbing, MN: Range Regional
52
5
4
1
0
0
0
0
0
364
341
23
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
HLN
Helena, MT: Helena Regional
155
19
15
1
0
0
3
0
0
1,157
813
96
0
0
248
2,023
8
OO
SkyWest Airlines Inc.
HOU
Houston, TX: William P Hobby
55
9
6
0
1
0
2
0
0
562
438
0
62
0
62
2,023
8
OO
SkyWest Airlines Inc.
HPN
White Plains, NY: Westchester County
265
54
43
8
0
0
3
3
0
3,547
2,728
706
0
0
113
2,023
8
OO
SkyWest Airlines Inc.
HRL
Harlingen/San Benito, TX: Valley International
7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
138
44
31
4
1
0
8
0
1
2,653
1,415
409
47
0
782
2,023
8
OO
SkyWest Airlines Inc.
HYS
Hays, KS: Hays Regional
62
11
7
0
0
0
4
0
0
1,079
439
0
0
0
640
2,023
8
OO
SkyWest Airlines Inc.
IAD
Washington, DC: Washington Dulles International
266
35
27
5
3
0
0
6
0
2,105
1,376
241
488
0
0
2,023
8
OO
SkyWest Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
833
131
84
3
0
0
44
2
1
13,713
8,036
284
0
0
5,393
2,023
8
OO
SkyWest Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
221
39
24
2
1
0
12
0
0
3,643
2,566
101
42
0
934
2,023
8
OO
SkyWest Airlines Inc.
IDA
Idaho Falls, ID: Idaho Falls Regional
248
37
26
2
0
0
9
3
0
2,129
1,416
44
0
0
669
2,023
8
OO
SkyWest Airlines Inc.
IMT
Iron Mountain/Kingsfd, MI: Ford
62
6
5
1
0
0
0
1
1
834
284
550
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
96
12
10
1
0
0
1
1
0
750
561
91
0
0
98
2,023
8
OO
SkyWest Airlines Inc.
INL
International Falls, MN: Falls International Einarson Field
52
4
4
0
0
0
0
0
0
343
343
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
JAC
Jackson, WY: Jackson Hole
76
7
7
0
0
0
0
0
1
414
414
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
20
2
2
0
0
0
0
0
0
135
135
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
JFK
New York, NY: John F. Kennedy International
349
55
26
20
8
1
0
8
0
5,984
3,302
1,902
607
173
0
2,023
8
OO
SkyWest Airlines Inc.
JLN
Joplin, MO: Joplin Regional
52
8
4
0
0
0
4
1
0
2,929
1,776
0
0
0
1,153
2,023
8
OO
SkyWest Airlines Inc.
JMS
Jamestown, ND: Jamestown Regional
57
6
3
0
0
1
2
0
0
334
236
0
0
19
79
2,023
8
OO
SkyWest Airlines Inc.
JST
Johnstown, PA: John Murtha Johnstown-Cambria County
62
14
6
0
0
0
8
0
0
1,211
867
0
0
0
344
2,023
8
OO
SkyWest Airlines Inc.
KTN
Ketchikan, AK: Ketchikan International
31
4
2
2
0
0
0
0
0
299
216
83
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
LAR
Laramie, WY: Laramie Regional
53
22
14
1
0
0
7
0
0
1,460
1,003
111
0
0
346
2,023
8
OO
SkyWest Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
149
26
12
2
5
0
7
0
2
1,591
322
47
431
0
791
2,023
8
OO
SkyWest Airlines Inc.
LAW
Lawton/Fort Sill, OK: Lawton-Fort Sill Regional
93
8
4
3
0
1
0
1
0
1,354
1,057
216
0
81
0
2,023
8
OO
SkyWest Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
3,092
306
171
24
21
0
90
25
2
23,846
14,239
1,516
1,428
0
6,663
2,023
8
OO
SkyWest Airlines Inc.
LBB
Lubbock, TX: Lubbock Preston Smith International
217
36
22
1
0
1
12
1
1
3,333
2,456
41
0
17
819
2,023
8
OO
SkyWest Airlines Inc.
LBF
North Platte, NE: North Platte Regional Airport Lee Bird Field
52
13
5
1
1
0
6
4
0
1,486
922
104
112
0
348
2,023
8
OO
SkyWest Airlines Inc.
LBL
Liberal, KS: Liberal Mid-America Regional
53
7
3
0
0
0
4
0
0
672
448
0
0
0
224
2,023
8
OO
SkyWest Airlines Inc.
LCH
Lake Charles, LA: Lake Charles Regional
91
14
10
0
0
0
4
0
0
915
823
0
0
0
92
2,023
8
OO
SkyWest Airlines Inc.
LEX
Lexington, KY: Blue Grass
93
16
13
0
1
0
2
1
0
851
579
0
34
0
238
2,023
8
OO
SkyWest Airlines Inc.
LFT
Lafayette, LA: Lafayette Regional Paul Fournet Field
67
13
8
4
0
0
1
0
1
801
289
484
0
0
28
2,023
8
OO
SkyWest Airlines Inc.
LGA
New York, NY: LaGuardia
152
19
11
2
3
0
3
3
1
1,528
911
83
199
0
335
2,023
8
OO
SkyWest Airlines Inc.
LGB
Long Beach, CA: Long Beach Airport
93
10
9
1
0
0
0
0
0
322
295
27
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
124
29
15
1
0
0
13
1
1
2,059
740
22
0
0
1,297
2,023
8
OO
SkyWest Airlines Inc.
LNK
Lincoln, NE: Lincoln Airport
93
20
13
0
1
0
6
0
0
1,274
419
0
70
0
785
2,023
8
OO
SkyWest Airlines Inc.
LRD
Laredo, TX: Laredo International
32
2
1
0
0
0
1
0
0
108
77
0
0
0
31
2,023
8
OO
SkyWest Airlines Inc.
LWS
Lewiston, ID: Lewiston Nez Perce County
62
7
3
0
0
0
4
0
0
487
196
0
0
0
291
2,023
8
OO
SkyWest Airlines Inc.
MAF
Midland/Odessa, TX: Midland International Air and Space Port
31
5
4
0
0
0
1
0
0
243
195
0
0
0
48
2,023
8
OO
SkyWest Airlines Inc.
MBS
Saginaw/Bay City/Midland, MI: MBS International
182
35
23
4
1
0
7
3
0
2,544
1,592
245
185
0
522
2,023
8
OO
SkyWest Airlines Inc.
MCI
Kansas City, MO: Kansas City International
91
15
9
1
0
0
5
0
0
907
621
53
0
0
233
2,023
8
OO
SkyWest Airlines Inc.
MCW
Mason City, IA: Mason City Municipal
53
11
6
1
0
0
4
1
0
531
328
92
0
0
111
2,023
8
OO
SkyWest Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
49
6
4
2
0
0
0
1
0
288
201
87
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
MDW
Chicago, IL: Chicago Midway International
178
30
20
7
3
0
0
2
1
2,034
1,322
418
294
0
0
2,023
8
OO
SkyWest Airlines Inc.
MEI
Meridian, MS: Key Field
53
8
3
0
0
0
5
0
0
3,463
1,055
0
0
0
2,408
2,023
8
OO
SkyWest Airlines Inc.
MEM
Memphis, TN: Memphis International
132
30
15
2
1
0
12
0
0
1,626
514
117
48
0
947
2,023
8
OO
SkyWest Airlines Inc.
MFE
Mission/McAllen/Edinburg, TX: McAllen International
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
MFR
Medford, OR: Rogue Valley International - Medford
290
26
14
3
1
1
7
0
0
1,960
1,439
88
35
16
382
2,023
8
OO
SkyWest Airlines Inc.
MGM
Montgomery, AL: Montgomery Regional
79
13
9
3
1
0
0
0
0
935
471
445
19
0
0
2,023
8
OO
SkyWest Airlines Inc.
MHT
Manchester, NH: Manchester Boston Regional
11
4
4
0
0
0
0
0
0
275
275
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
345
84
54
6
1
1
22
5
0
5,806
3,754
304
60
111
1,577
2,023
8
OO
SkyWest Airlines Inc.
MLI
Moline, IL: Quad Cities International
120
35
22
1
2
0
10
1
0
2,444
1,021
159
182
0
1,082
2,023
8
OO
SkyWest Airlines Inc.
MLU
Monroe, LA: Monroe Regional
29
3
3
0
0
0
0
0
0
84
84
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
MOT
Minot, ND: Minot International
182
23
14
2
1
0
6
0
0
2,010
1,419
157
94
0
340
2,023
8
OO
SkyWest Airlines Inc.
MRY
Monterey, CA: Monterey Regional
296
42
12
5
1
1
23
2
2
2,774
509
696
488
18
1,063
2,023
8
OO
SkyWest Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
210
31
23
5
1
0
2
2
1
1,983
1,624
237
54
0
68
2,023
8
OO
SkyWest Airlines Inc.
MSO
Missoula, MT: Missoula Montana
159
13
11
1
0
0
1
0
0
513
375
25
0
0
113
2,023
8
OO
SkyWest Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
1,998
168
128
30
9
1
0
1
1
16,191
12,683
2,670
773
65
0
2,023
8
OO
SkyWest Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
MTJ
Montrose/Delta, CO: Montrose Regional
124
31
18
1
0
0
12
0
0
1,668
836
28
0
0
804
2,023
8
OO
SkyWest Airlines Inc.
OAK
Oakland, CA: Metro Oakland International
177
11
11
0
0
0
0
0
0
571
571
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
532
88
61
9
2
0
16
4
0
9,077
7,179
664
292
0
942
2,023
8
OO
SkyWest Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
317
37
31
4
0
0
2
3
0
1,770
1,477
123
0
0
170
2,023
8
OO
SkyWest Airlines Inc.
ONT
Ontario, CA: Ontario International
82
8
7
1
0
0
0
1
0
259
234
25
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
4,767
937
561
76
65
4
231
60
15
89,785
50,140
11,195
9,150
328
18,972
2,023
8
OO
SkyWest Airlines Inc.
ORF
Norfolk, VA: Norfolk International
31
10
7
3
0
0
0
0
0
696
318
378
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
OTH
North Bend/Coos Bay, OR: Southwest Oregon Regional
40
11
3
5
0
0
3
0
0
499
185
166
0
0
148
2,023
8
OO
SkyWest Airlines Inc.
PDX
Portland, OR: Portland International
843
93
45
6
5
0
37
2
0
5,152
2,400
260
276
0
2,216
2,023
8
OO
SkyWest Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
1,484
162
109
15
1
0
37
5
1
14,177
10,680
1,051
24
0
2,422
2,023
8
OO
SkyWest Airlines Inc.
PIA
Peoria, IL: General Downing - Peoria International
93
22
17
1
0
0
4
1
0
1,305
837
125
0
0
343
2,023
8
OO
SkyWest Airlines Inc.
PIB
Hattiesburg/Laurel, MS: Hattiesburg-Laurel Regional
53
7
3
1
1
0
2
0
0
1,704
464
15
1,108
0
117
2,023
8
OO
SkyWest Airlines Inc.
PIH
Pocatello, ID: Pocatello Regional
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
165
26
23
3
0
0
0
2
0
1,420
1,279
141
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
PLN
Pellston, MI: Pellston Regional Airport of Emmet County
93
13
7
5
1
0
0
1
1
1,260
388
840
32
0
0
2,023
8
OO
SkyWest Airlines Inc.
PNS
Pensacola, FL: Pensacola International
4
1
1
0
0
0
0
0
0
34
34
0
0
0
0
2,023
8
OO
SkyWest Airlines Inc.
PRC
Prescott, AZ: Prescott Regional Ernest A Love Field
62
19
8
0
0
0
11
2
0
1,987
389
0
0
0
1,598