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
OO
SkyWest Airlines Inc.
EGE
Eagle, CO: Eagle County Regional
90
19
10
2
1
0
6
3
0
2,015
465
308
49
0
1,193
2,023
6
OO
SkyWest Airlines Inc.
EKO
Elko, NV: Elko Regional
30
3
3
0
0
0
0
0
0
93
93
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ELM
Elmira/Corning, NY: Elmira/Corning Regional
60
12
8
4
0
0
0
0
0
620
490
130
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ELP
El Paso, TX: El Paso International
91
4
2
0
0
0
2
0
0
232
169
0
0
0
63
2,023
6
OO
SkyWest Airlines Inc.
ERI
Erie, PA: Erie International/Tom Ridge Field
1
1
1
0
0
0
0
0
0
78
78
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ESC
Escanaba, MI: Delta County
60
5
5
0
0
0
0
0
0
227
227
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
192
18
13
0
1
0
4
0
0
895
495
0
33
0
367
2,023
6
OO
SkyWest Airlines Inc.
EVV
Evansville, IN: Evansville Regional
30
7
4
2
0
0
1
0
0
697
206
439
0
0
52
2,023
6
OO
SkyWest Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
FAR
Fargo, ND: Hector International
209
46
33
3
1
0
9
3
0
2,078
1,423
200
62
0
393
2,023
6
OO
SkyWest Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
478
54
29
0
1
0
24
1
0
2,201
1,048
0
43
0
1,110
2,023
6
OO
SkyWest Airlines Inc.
FAY
Fayetteville, NC: Fayetteville Regional/Grannis Field
30
6
5
1
0
0
0
0
0
324
268
56
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
FCA
Kalispell, MT: Glacier Park International
153
21
16
4
1
0
0
0
0
762
610
113
39
0
0
2,023
6
OO
SkyWest Airlines Inc.
FLG
Flagstaff, AZ: Flagstaff Pulliam
112
9
5
3
0
0
1
0
2
563
246
302
0
0
15
2,023
6
OO
SkyWest Airlines Inc.
FNT
Flint, MI: Bishop International
89
18
15
0
0
0
3
2
0
1,133
894
0
0
0
239
2,023
6
OO
SkyWest Airlines Inc.
FOD
Fort Dodge, IA: Fort Dodge Regional
52
17
9
1
0
0
7
1
0
1,412
730
56
0
0
626
2,023
6
OO
SkyWest Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
230
32
26
1
0
0
5
1
1
1,399
964
57
0
0
378
2,023
6
OO
SkyWest Airlines Inc.
FSM
Fort Smith, AR: Fort Smith Regional
60
20
14
2
0
0
4
1
0
1,218
813
158
0
0
247
2,023
6
OO
SkyWest Airlines Inc.
FWA
Fort Wayne, IN: Fort Wayne International
251
52
35
6
3
0
8
0
0
3,079
2,200
310
145
0
424
2,023
6
OO
SkyWest Airlines Inc.
GCC
Gillette, WY: Northeast Wyoming Regional
51
9
8
0
0
0
1
3
1
337
310
0
0
0
27
2,023
6
OO
SkyWest Airlines Inc.
GCK
Garden City, KS: Garden City Regional
60
14
7
6
0
0
1
2
0
926
489
380
0
0
57
2,023
6
OO
SkyWest Airlines Inc.
GEG
Spokane, WA: Spokane International
419
47
29
5
2
0
11
0
1
2,053
894
502
71
0
586
2,023
6
OO
SkyWest Airlines Inc.
GFK
Grand Forks, ND: Grand Forks International
60
4
4
0
0
0
0
0
0
102
102
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
GGG
Longview, TX: East Texas Regional
60
14
12
0
0
0
2
4
0
833
695
0
0
0
138
2,023
6
OO
SkyWest Airlines Inc.
GJT
Grand Junction, CO: Grand Junction Regional
115
20
13
3
0
0
4
4
1
1,131
655
185
0
0
291
2,023
6
OO
SkyWest Airlines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
275
46
36
3
0
0
7
2
0
3,696
3,037
107
0
0
552
2,023
6
OO
SkyWest Airlines Inc.
GRI
Grand Island, NE: Central Nebraska Regional
58
21
13
4
0
0
4
0
0
1,103
751
209
0
0
143
2,023
6
OO
SkyWest Airlines Inc.
GRK
Killeen, TX: Robert Gray AAF
60
18
9
6
0
0
3
0
0
1,257
541
544
0
0
172
2,023
6
OO
SkyWest Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
118
18
10
0
1
0
7
1
0
1,441
721
0
118
0
602
2,023
6
OO
SkyWest Airlines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
59
13
7
0
1
0
5
0
0
684
195
0
273
0
216
2,023
6
OO
SkyWest Airlines Inc.
GSP
Greer, SC: Greenville-Spartanburg International
60
5
4
0
0
0
1
0
0
139
114
0
0
0
25
2,023
6
OO
SkyWest Airlines Inc.
GTF
Great Falls, MT: Great Falls International
151
7
5
1
0
0
1
0
0
395
235
60
0
0
100
2,023
6
OO
SkyWest Airlines Inc.
GUC
Gunnison, CO: Gunnison-Crested Butte Regional
59
12
6
2
1
0
3
2
0
681
345
142
19
0
175
2,023
6
OO
SkyWest Airlines Inc.
HDN
Hayden, CO: Yampa Valley
98
28
20
1
1
1
5
1
0
1,949
1,478
20
73
168
210
2,023
6
OO
SkyWest Airlines Inc.
HIB
Hibbing, MN: Range Regional
28
1
1
0
0
0
0
0
0
30
30
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
HLN
Helena, MT: Helena Regional
135
14
9
1
1
0
3
2
0
953
532
27
241
0
153
2,023
6
OO
SkyWest Airlines Inc.
HOU
Houston, TX: William P Hobby
116
21
14
3
1
0
3
1
0
1,772
1,217
274
152
0
129
2,023
6
OO
SkyWest Airlines Inc.
HPN
White Plains, NY: Westchester County
337
89
74
7
2
0
6
6
2
6,820
5,844
462
132
0
382
2,023
6
OO
SkyWest Airlines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
110
33
23
3
2
0
5
4
0
2,802
1,506
293
170
0
833
2,023
6
OO
SkyWest Airlines Inc.
HYS
Hays, KS: Hays Regional
60
8
4
0
0
0
4
1
0
623
238
0
0
0
385
2,023
6
OO
SkyWest Airlines Inc.
IAD
Washington, DC: Washington Dulles International
260
44
34
7
2
0
1
1
1
5,976
3,993
1,595
342
0
46
2,023
6
OO
SkyWest Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
644
93
52
5
7
0
29
8
3
9,198
5,660
431
870
0
2,237
2,023
6
OO
SkyWest Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
162
47
37
2
0
0
8
2
0
3,008
2,599
51
0
0
358
2,023
6
OO
SkyWest Airlines Inc.
IDA
Idaho Falls, ID: Idaho Falls Regional
230
39
27
6
0
0
6
4
1
2,172
1,168
638
0
0
366
2,023
6
OO
SkyWest Airlines Inc.
IMT
Iron Mountain/Kingsfd, MI: Ford
60
7
7
0
0
0
0
0
0
357
357
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
126
17
13
1
1
0
2
2
0
2,043
1,675
98
118
0
152
2,023
6
OO
SkyWest Airlines Inc.
INL
International Falls, MN: Falls International Einarson Field
52
7
6
1
0
0
0
0
1
300
280
20
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
JAC
Jackson, WY: Jackson Hole
78
11
11
0
0
0
0
0
0
906
906
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
61
13
7
3
1
0
2
2
1
849
344
410
24
0
71
2,023
6
OO
SkyWest Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
52
5
5
0
0
0
0
1
0
274
274
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
JFK
New York, NY: John F. Kennedy International
353
79
53
17
9
0
0
21
0
6,661
4,068
1,790
803
0
0
2,023
6
OO
SkyWest Airlines Inc.
JLN
Joplin, MO: Joplin Regional
52
5
3
0
0
0
2
1
0
489
151
0
0
0
338
2,023
6
OO
SkyWest Airlines Inc.
JMS
Jamestown, ND: Jamestown Regional
56
5
4
0
0
0
1
0
1
709
615
0
0
0
94
2,023
6
OO
SkyWest Airlines Inc.
JST
Johnstown, PA: John Murtha Johnstown-Cambria County
60
14
7
0
0
0
7
0
0
2,185
422
0
0
0
1,763
2,023
6
OO
SkyWest Airlines Inc.
KTN
Ketchikan, AK: Ketchikan International
26
1
1
0
0
0
0
0
0
16
16
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
LAR
Laramie, WY: Laramie Regional
52
11
8
0
0
0
3
6
2
506
422
0
0
0
84
2,023
6
OO
SkyWest Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
57
9
4
0
0
0
5
0
0
603
312
0
0
0
291
2,023
6
OO
SkyWest Airlines Inc.
LAW
Lawton/Fort Sill, OK: Lawton-Fort Sill Regional
90
17
9
4
0
0
4
5
0
1,792
549
291
0
0
952
2,023
6
OO
SkyWest Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
2,843
276
170
25
3
1
77
2
3
17,745
10,699
1,859
285
36
4,866
2,023
6
OO
SkyWest Airlines Inc.
LBB
Lubbock, TX: Lubbock Preston Smith International
94
18
12
1
1
0
4
4
0
822
404
40
146
0
232
2,023
6
OO
SkyWest Airlines Inc.
LBF
North Platte, NE: North Platte Regional Airport Lee Bird Field
52
7
2
0
1
0
4
7
0
595
129
0
36
0
430
2,023
6
OO
SkyWest Airlines Inc.
LBL
Liberal, KS: Liberal Mid-America Regional
52
7
5
0
0
0
2
1
0
349
241
0
0
0
108
2,023
6
OO
SkyWest Airlines Inc.
LCH
Lake Charles, LA: Lake Charles Regional
82
15
10
4
0
0
1
3
0
996
470
466
0
0
60
2,023
6
OO
SkyWest Airlines Inc.
LEX
Lexington, KY: Blue Grass
207
40
26
5
2
0
7
2
0
3,534
2,500
514
82
0
438
2,023
6
OO
SkyWest Airlines Inc.
LFT
Lafayette, LA: Lafayette Regional Paul Fournet Field
148
30
13
9
0
0
8
2
1
2,534
1,094
451
0
0
989
2,023
6
OO
SkyWest Airlines Inc.
LGA
New York, NY: LaGuardia
150
35
19
3
9
0
4
8
1
2,547
1,070
192
1,010
0
275
2,023
6
OO
SkyWest Airlines Inc.
LGB
Long Beach, CA: Long Beach Airport
90
4
3
1
0
0
0
0
0
69
49
20
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
130
31
22
1
1
0
7
2
0
1,651
1,245
27
33
0
346
2,023
6
OO
SkyWest Airlines Inc.
LNK
Lincoln, NE: Lincoln Airport
89
20
10
0
1
0
9
0
0
1,039
309
0
80
0
650
2,023
6
OO
SkyWest Airlines Inc.
LRD
Laredo, TX: Laredo International
30
5
4
0
0
0
1
0
0
385
288
0
0
0
97
2,023
6
OO
SkyWest Airlines Inc.
LWS
Lewiston, ID: Lewiston Nez Perce County
60
5
5
0
0
0
0
0
0
226
226
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
MAF
Midland/Odessa, TX: Midland International Air and Space Port
65
12
10
0
0
0
2
1
0
728
381
0
0
0
347
2,023
6
OO
SkyWest Airlines Inc.
MBS
Saginaw/Bay City/Midland, MI: MBS International
92
23
19
0
0
0
4
5
0
1,220
960
0
0
0
260
2,023
6
OO
SkyWest Airlines Inc.
MCI
Kansas City, MO: Kansas City International
82
18
15
1
0
0
2
0
0
2,430
2,252
57
0
0
121
2,023
6
OO
SkyWest Airlines Inc.
MCW
Mason City, IA: Mason City Municipal
52
17
10
1
0
0
6
1
0
2,149
1,385
71
0
0
693
2,023
6
OO
SkyWest Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
45
3
3
0
0
0
0
0
0
190
190
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
MDW
Chicago, IL: Chicago Midway International
148
16
12
3
1
0
0
0
0
873
568
248
57
0
0
2,023
6
OO
SkyWest Airlines Inc.
MEI
Meridian, MS: Key Field
52
11
6
0
0
0
5
1
1
802
323
0
0
0
479
2,023
6
OO
SkyWest Airlines Inc.
MEM
Memphis, TN: Memphis International
122
27
19
1
0
0
7
0
0
1,462
905
87
0
0
470
2,023
6
OO
SkyWest Airlines Inc.
MFE
Mission/McAllen/Edinburg, TX: McAllen International
22
10
7
0
0
0
3
0
0
959
791
0
0
0
168
2,023
6
OO
SkyWest Airlines Inc.
MFR
Medford, OR: Rogue Valley International - Medford
264
32
29
1
0
0
2
0
0
1,548
1,376
47
0
0
125
2,023
6
OO
SkyWest Airlines Inc.
MGM
Montgomery, AL: Montgomery Regional
80
13
8
5
0
0
0
0
0
637
251
386
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
MHT
Manchester, NH: Manchester Boston Regional
5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
351
91
51
10
6
0
24
12
0
5,349
2,417
666
449
0
1,817
2,023
6
OO
SkyWest Airlines Inc.
MLI
Moline, IL: Quad Cities International
181
43
24
5
1
0
13
3
0
3,037
1,459
347
102
0
1,129
2,023
6
OO
SkyWest Airlines Inc.
MLU
Monroe, LA: Monroe Regional
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2,023
6
OO
SkyWest Airlines Inc.
MOB
Mobile, AL: Mobile Regional
16
3
3
0
0
0
0
0
0
138
138
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
MOT
Minot, ND: Minot International
154
11
7
2
1
0
1
3
0
2,032
786
600
631
0
15
2,023
6
OO
SkyWest Airlines Inc.
MQT
Marquette, MI: Marquette Sawyer Regional
4
1
1
0
0
0
0
0
0
79
79
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
MRY
Monterey, CA: Monterey Regional
232
35
15
0
0
0
20
3
0
2,033
819
0
0
0
1,214
2,023
6
OO
SkyWest Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
184
21
10
3
0
0
8
3
0
1,014
312
125
0
0
577
2,023
6
OO
SkyWest Airlines Inc.
MSO
Missoula, MT: Missoula Montana
191
29
19
3
0
0
7
1
2
1,183
572
110
0
0
501
2,023
6
OO
SkyWest Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
1,848
185
138
37
7
3
0
6
1
17,088
12,925
3,488
604
71
0
2,023
6
OO
SkyWest Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
MTJ
Montrose/Delta, CO: Montrose Regional
103
23
13
0
2
0
8
3
0
1,187
346
0
319
0
522
2,023
6
OO
SkyWest Airlines Inc.
OAJ
Jacksonville/Camp Lejeune, NC: Albert J Ellis
12
2
2
0
0
0
0
0
0
195
195
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
OAK
Oakland, CA: Metro Oakland International
185
13
10
1
1
0
1
0
0
809
690
44
51
0
24
2,023
6
OO
SkyWest Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
479
96
63
10
4
0
19
6
3
9,990
7,466
895
201
0
1,428
2,023
6
OO
SkyWest Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
280
36
32
4
0
0
0
0
0
1,699
1,555
144
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ONT
Ontario, CA: Ontario International
107
14
8
1
0
0
5
0
0
334
204
24
0
0
106