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
⌀
2,013
8
OO
SkyWest Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
395
77
33.79
2.57
15.45
0
25.19
2
1
3,369
1,443
283
508
0
1,135
2,013
8
OO
SkyWest Airlines Inc.
CLD
Carlsbad, CA: McClellan-Palomar
229
48
11.62
0.39
7.12
0
28.87
5
1
2,288
645
9
252
0
1,382
2,013
8
MQ
American Eagle Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2,013
8
MQ
American Eagle Airlines Inc.
BRO
Brownsville, TX: Brownsville South Padre Island International
5
1
0.67
0
0.33
0
0
0
0
15
10
0
5
0
0
2,013
8
OO
SkyWest Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
127
33
9.41
0
3.86
0
19.73
1
2
1,476
477
0
83
0
916
2,013
8
OO
SkyWest Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
179
29
11.13
0.83
4.24
0
12.8
1
0
1,704
624
15
211
0
854
2,013
8
OO
SkyWest Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
1,525
206
49.51
3
49.56
0.27
103.66
14
9
10,766
2,902
286
2,057
7
5,514
2,013
8
OO
SkyWest Airlines Inc.
DEN
Denver, CO: Denver International
4,331
786
111.51
19.49
228.37
0.42
426.21
48
18
48,569
10,063
1,258
11,374
23
25,851
2,013
8
OO
SkyWest Airlines Inc.
MSO
Missoula, MT: Missoula International
344
47
21.46
3.17
9.27
0
13.11
1
0
2,420
1,019
219
303
0
879
2,013
8
OO
SkyWest Airlines Inc.
IAD
Washington, DC: Washington Dulles International
210
31
9.64
0
10.9
0
10.46
1
1
1,041
326
0
315
0
400
2,013
8
OO
SkyWest Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
51
7
2.66
0
2.49
0
1.86
0
0
180
90
0
54
0
36
2,013
8
OO
SkyWest Airlines Inc.
GTF
Great Falls, MT: Great Falls International
235
31
12.15
0
1.8
0
17.05
3
0
1,346
563
0
32
0
751
2,013
8
OO
SkyWest Airlines Inc.
SPI
Springfield, IL: Abraham Lincoln Capital
122
21
6.3
0.46
2.25
0
11.99
3
0
1,345
443
11
49
0
842
2,013
8
OO
SkyWest Airlines Inc.
LMT
Klamath Falls, OR: Crater Lake Klamath Regional
62
10
2.42
2
1.73
0
3.85
2
0
854
361
336
54
0
103
2,013
8
OO
SkyWest Airlines Inc.
LAS
Las Vegas, NV: McCarran International
374
109
18.87
3.88
12.85
0
73.41
8
1
7,605
1,052
253
786
0
5,514
2,013
8
OO
SkyWest Airlines Inc.
OTH
North Bend/Coos Bay, OR: Southwest Oregon Regional
62
33
2.32
0.05
4.01
0
26.63
2
1
2,248
118
5
121
0
2,004
2,013
8
OO
SkyWest Airlines Inc.
LGB
Long Beach, CA: Long Beach Airport
234
9
4.61
1
2
0
1.39
2
0
355
211
34
59
0
51
2,013
8
OO
SkyWest Airlines Inc.
TUL
Tulsa, OK: Tulsa International
201
26
8.76
0
9.86
0
7.38
3
0
1,215
473
0
243
0
499
2,013
8
OO
SkyWest Airlines Inc.
TUS
Tucson, AZ: Tucson International
533
116
33.52
5.41
23.23
1
52.84
3
1
5,848
1,601
457
792
30
2,968
2,013
8
OO
SkyWest Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
144
14
6.1
2.91
3.51
0
1.48
5
0
584
203
111
163
0
107
2,013
8
OO
SkyWest Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
2,165
294
77.8
3.96
78.47
0.04
133.73
37
4
15,193
5,547
164
2,122
2
7,358
2,013
8
OO
SkyWest Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
327
66
28.78
3.78
13.58
0
19.86
2
0
3,437
1,386
108
437
0
1,506
2,013
8
OO
SkyWest Airlines Inc.
MIA
Miami, FL: Miami International
52
21
11.14
0.25
5.48
0
4.14
2
0
1,078
478
43
241
0
316
2,013
8
OO
SkyWest Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
346
100
32.5
5.76
19.23
0.85
41.66
0
0
5,059
1,574
387
628
52
2,418
2,013
8
OO
SkyWest Airlines Inc.
DAY
Dayton, OH: James M Cox/Dayton International
41
5
2.24
0
1.02
0
1.75
0
1
216
104
0
28
0
84
2,013
8
OO
SkyWest Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
127
35
13.02
0.06
12.22
0
9.7
0
0
1,804
897
3
470
0
434
2,013
8
OO
SkyWest Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
74
9
4.17
0
0.86
0
3.98
1
0
385
154
0
18
0
213
2,013
8
OO
SkyWest Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
68
5
2.75
0.23
1.85
0
0.17
1
1
406
135
45
217
0
9
2,013
8
OO
SkyWest Airlines Inc.
RST
Rochester, MN: Rochester International
58
7
3.87
0
1.94
0
1.19
1
0
315
205
0
36
0
74
2,013
8
OO
SkyWest Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
556
86
24.95
2.73
19.3
0
39.02
6
2
5,416
1,427
219
784
0
2,986
2,013
8
OO
SkyWest Airlines Inc.
SBP
San Luis Obispo, CA: San Luis County Regional
341
104
29.01
0
9.68
0
65.31
10
0
7,097
1,578
0
377
0
5,142
2,013
8
OO
SkyWest Airlines Inc.
ACV
Arcata/Eureka, CA: California Redwood Coast Humboldt County
287
110
18.25
1.98
9.5
0
80.26
21
6
8,049
1,370
135
380
0
6,164
2,013
8
OO
SkyWest Airlines Inc.
CEC
Crescent City, CA: Jack McNamara Field
84
37
2.89
2.49
2.84
0
28.78
3
2
2,680
201
101
101
0
2,277
2,013
8
OO
SkyWest Airlines Inc.
SMF
Sacramento, CA: Sacramento International
774
187
49.23
3.02
21.63
0
113.12
29
0
10,734
2,465
157
688
0
7,424
2,013
8
OO
SkyWest Airlines Inc.
MAF
Midland/Odessa, TX: Midland International Air and Space Port
136
32
13.68
0.05
6.48
0
11.8
1
0
1,823
684
6
226
0
907
2,013
8
OO
SkyWest Airlines Inc.
MCI
Kansas City, MO: Kansas City International
196
54
17.34
0
11.23
0.99
24.43
0
0
2,607
870
0
361
154
1,222
2,013
8
OO
SkyWest Airlines Inc.
ONT
Ontario, CA: Ontario International
429
77
25.02
0.84
8.53
0
42.61
5
0
4,378
1,610
69
347
0
2,352
2,013
8
OO
SkyWest Airlines Inc.
TPA
Tampa, FL: Tampa International
18
3
0
0
1.3
0
1.7
0
1
155
0
0
31
0
124
2,013
8
OO
SkyWest Airlines Inc.
ORF
Norfolk, VA: Norfolk International
13
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2,013
8
OO
SkyWest Airlines Inc.
YUM
Yuma, AZ: Yuma MCAS/Yuma International
249
42
13.27
0.86
8.95
0
18.92
6
1
1,962
826
18
253
0
865
2,013
8
OO
SkyWest Airlines Inc.
BUR
Burbank, CA: Bob Hope
438
87
31.4
1.59
8.58
0
45.43
10
1
4,525
1,555
82
251
0
2,637
2,013
8
OO
SkyWest Airlines Inc.
DRO
Durango, CO: Durango La Plata County
71
13
3.61
0
3.5
0
5.89
0
0
760
201
0
72
0
487
2,013
8
OO
SkyWest Airlines Inc.
DSM
Des Moines, IA: Des Moines International
128
29
11.65
0
7.39
0
9.96
0
1
1,397
721
0
192
0
484
2,013
8
OO
SkyWest Airlines Inc.
BFL
Bakersfield, CA: Meadows Field
319
70
24.69
1.91
8.69
0
34.71
4
0
3,984
1,293
185
350
0
2,156
2,013
8
OO
SkyWest Airlines Inc.
DLH
Duluth, MN: Duluth International
136
14
5.92
0.9
2.4
0
4.78
1
2
1,105
566
116
126
0
297
2,013
8
OO
SkyWest Airlines Inc.
JAC
Jackson, WY: Jackson Hole
115
11
4.05
0
1.95
0
5
0
0
326
131
0
58
0
137
2,013
8
OO
SkyWest Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
25
4
0.59
0
2.18
0
1.23
0
0
243
40
0
97
0
106
2,013
8
OO
SkyWest Airlines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
490
139
37.47
5.03
33.88
0
62.62
5
3
9,117
2,458
536
1,465
0
4,658
2,013
8
OO
SkyWest Airlines Inc.
ASE
Aspen, CO: Aspen Pitkin County Sardy Field
379
91
36.99
5.23
18.02
0.59
30.17
4
2
4,262
1,671
303
634
10
1,644
2,013
8
OO
SkyWest Airlines Inc.
GEG
Spokane, WA: Spokane International
104
8
3.42
0
1.2
0
3.38
0
0
709
469
0
24
0
216
2,013
8
OO
SkyWest Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
82
6
0
1
0.42
0
4.58
0
0
220
0
26
16
0
178
2,013
8
OO
SkyWest Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
91
18
9.75
0
0.35
0
7.9
1
0
1,333
824
0
28
0
481
2,013
8
OO
SkyWest Airlines Inc.
BOS
Boston, MA: Logan International
15
5
0.98
0
3.74
0
0.28
0
0
251
51
0
194
0
6
2,013
8
OO
SkyWest Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
179
23
13.76
0
2.07
0
7.16
2
0
1,182
804
0
65
0
313
2,013
8
OO
SkyWest Airlines Inc.
SAF
Santa Fe, NM: Santa Fe Municipal
31
7
4.17
0
1.91
0
0.92
0
0
357
252
0
81
0
24
2,013
8
OO
SkyWest Airlines Inc.
FWA
Fort Wayne, IN: Fort Wayne International
93
17
6.18
0.58
2.04
0
8.2
2
0
1,011
325
120
116
0
450
2,013
8
OO
SkyWest Airlines Inc.
AVL
Asheville, NC: Asheville Regional
71
12
3.05
0.37
3.45
0
5.14
0
1
678
96
30
139
0
413
2,013
8
OO
SkyWest Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
499
109
28.45
0.62
10.85
0
69.08
3
0
6,760
2,174
40
353
0
4,193
2,013
8
OO
SkyWest Airlines Inc.
FLG
Flagstaff, AZ: Flagstaff Pulliam
163
25
11.26
0
7.17
0
6.57
2
1
944
435
0
185
0
324
2,013
8
OO
SkyWest Airlines Inc.
CPR
Casper, WY: Casper/Natrona County International
202
42
17.15
0.78
7.23
0
16.83
2
0
2,315
937
43
299
0
1,036
2,013
8
OO
SkyWest Airlines Inc.
EKO
Elko, NV: Elko Regional
114
6
3.06
0
2
0
0.94
3
0
315
188
0
54
0
73
2,013
8
OO
SkyWest Airlines Inc.
GCC
Gillette, WY: Gillette Campbell County
124
13
2.13
0.91
2.57
0
7.38
5
0
688
141
61
109
0
377
2,013
8
OO
SkyWest Airlines Inc.
RKS
Rock Springs, WY: Southwest Wyoming Regional
155
20
10.39
0
3
0
6.61
5
0
1,176
502
0
69
0
605
2,013
8
OO
SkyWest Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
73
19
5.72
0
5.17
0
8.11
0
2
745
183
0
176
0
386
2,013
8
OO
SkyWest Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
165
33
12.22
1.52
6.56
0
12.71
0
1
1,370
453
78
246
0
593
2,013
8
OO
SkyWest Airlines Inc.
MFR
Medford, OR: Rogue Valley International - Medford
325
74
15.01
1.01
4.79
0
53.2
8
4
5,130
937
75
156
0
3,962
2,013
8
OO
SkyWest Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
368
81
15.94
0.93
7.43
0
56.7
3
1
5,691
1,801
56
259
0
3,575
2,013
8
OO
SkyWest Airlines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
58
6
5.14
0
0.32
0
0.54
1
0
225
195
0
13
0
17
2,013
8
OO
SkyWest Airlines Inc.
MLI
Moline, IL: Quad City International
32
11
4.66
0
2.39
0
3.95
0
0
754
275
0
126
0
353
2,013
8
OO
SkyWest Airlines Inc.
SGF
Springfield, MO: Springfield-Branson National
29
3
0.04
0
1.93
0
1.03
0
0
68
1
0
47
0
20
2,013
8
OO
SkyWest Airlines Inc.
PSC
Pasco/Kennewick/Richland, WA: Tri Cities
229
34
7.03
2.66
5.24
0
19.08
1
0
1,836
382
233
152
0
1,069
2,013
8
OO
SkyWest Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
80
15
6.03
0.84
2.89
0
5.24
0
0
777
380
26
99
0
272
2,013
8
OO
SkyWest Airlines Inc.
LNK
Lincoln, NE: Lincoln Airport
135
12
4.54
0.54
4.69
0
2.23
1
0
598
305
56
135
0
102
2,013
8
OO
SkyWest Airlines Inc.
GFK
Grand Forks, ND: Grand Forks International
166
22
8.5
0.7
3.47
0
9.33
2
0
1,260
697
39
106
0
418
2,013
8
OO
SkyWest Airlines Inc.
MEM
Memphis, TN: Memphis International
347
53
18.74
2.3
10.71
0
21.25
3
1
3,008
1,303
146
287
0
1,272
2,013
8
OO
SkyWest Airlines Inc.
MDW
Chicago, IL: Chicago Midway International
17
2
1
0
0.26
0
0.74
1
0
104
85
0
5
0
14
2,013
8
OO
SkyWest Airlines Inc.
RAP
Rapid City, SD: Rapid City Regional
181
25
11.58
1.56
5.53
0
6.34
0
0
944
460
104
167
0
213
2,013
8
OO
SkyWest Airlines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
41
5
4.8
0
0
0
0.2
1
0
119
115
0
0
0
4
2,013
8
OO
SkyWest Airlines Inc.
ISN
Williston, ND: Sloulin Field International
88
3
1.4
0
0.6
0
1
0
0
184
97
0
15
0
72
2,013
8
OO
SkyWest Airlines Inc.
LSE
La Crosse, WI: La Crosse Regional
31
4
0
1.75
1.22
0
1.03
1
0
234
0
54
132
0
48
2,013
8
OO
SkyWest Airlines Inc.
LWS
Lewiston, ID: Lewiston Nez Perce County
60
2
1.35
0
0.65
0
0
0
0
125
112
0
13
0
0
2,013
8
OO
SkyWest Airlines Inc.
MOT
Minot, ND: Minot International
228
44
12.91
3.35
9.31
0
18.44
1
0
2,352
654
289
277
0
1,132
2,013
8
OO
SkyWest Airlines Inc.
PVD
Providence, RI: Theodore Francis Green State
20
2
0.72
0
0.28
0
1
0
0
44
13
0
5
0
26
2,013
8
OO
SkyWest Airlines Inc.
OAK
Oakland, CA: Metropolitan Oakland International
156
39
6.51
0
1.68
0
30.81
1
0
1,811
341
0
42
0
1,428
2,013
8
OO
SkyWest Airlines Inc.
FNT
Flint, MI: Bishop International
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,013
8
OO
SkyWest Airlines Inc.
LAN
Lansing, MI: Capital Region International
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,013
8
OO
SkyWest Airlines Inc.
ATW
Appleton, WI: Appleton International
36
2
0
0
0.89
0
1.11
0
0
68
0
0
47
0
21
2,013
8
OO
SkyWest Airlines Inc.
AZO
Kalamazoo, MI: Kalamazoo/Battle Creek International
17
1
0
0
0
0
1
0
0
43
0
0
0
0
43
2,013
8
OO
SkyWest Airlines Inc.
HIB
Hibbing, MN: Range Regional
53
4
1.36
0.93
0.97
0
0.74
1
0
132
67
25
16
0
24
2,013
8
OO
SkyWest Airlines Inc.
DIK
Dickinson, ND: Dickinson - Theodore Roosevelt Regional
62
1
1
0
0
0
0
0
0
21
21
0
0
0
0
2,013
8
OO
SkyWest Airlines Inc.
BDL
Hartford, CT: Bradley International
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,013
8
OO
SkyWest Airlines Inc.
MFE
Mission/McAllen/Edinburg, TX: McAllen Miller International
7
1
0
0
0.01
0
0.99
0
0
86
0
0
1
0
85
2,013
8
OO
SkyWest Airlines Inc.
BRO
Brownsville, TX: Brownsville South Padre Island International
57
10
2.47
0.11
2.2
0
5.22
0
0
496
202
5
57
0
232
2,013
8
OO
SkyWest Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
16
5
0.08
1.78
1.08
0
2.06
0
0
277
2
151
49
0
75
2,013
8
OO
SkyWest Airlines Inc.
MTJ
Montrose/Delta, CO: Montrose Regional
7
2
0.71
0
1.05
0
0.24
0
0
54
27
0
18
0
9
2,013
8
OO
SkyWest Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
17
4
0.93
0
2.91
0
0.16
0
0
80
21
0
56
0
3
2,013
8
OO
SkyWest Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
18
7
4.92
0
1.13
0
0.96
1
0
477
296
0
24
0
157
2,013
8
OO
SkyWest Airlines Inc.
HRL
Harlingen/San Benito, TX: Valley International
27
3
0.45
0
1
0
1.55
0
0
86
20
0
18
0
48
2,013
8
OO
SkyWest Airlines Inc.
DAL
Dallas, TX: Dallas Love Field
50
9
1.24
0
0.61
0
7.15
0
0
208
36
0
12
0
160
2,013
8
OO
SkyWest Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
30
5
2.71
0
0.21
0
2.07
0
0
263
156
0
11
0
96