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
F9
Frontier Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
119
51
13.8
0
11.43
0
25.77
7
1
3,118
694
0
519
0
1,905
2,023
6
F9
Frontier Airlines Inc.
SMF
Sacramento, CA: Sacramento International
17
8
3.48
0
0.28
0
4.24
0
0
483
279
0
15
0
189
2,023
6
F9
Frontier Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
120
38
12.92
0.01
7.74
0
17.33
7
0
1,713
456
1
302
0
954
2,023
6
F9
Frontier Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
9
1
0.38
0
0.62
0
0
0
0
34
13
0
21
0
0
2,023
6
F9
Frontier Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
117
50
14.62
2.14
7.99
0
25.25
1
0
5,215
1,562
1,129
362
0
2,162
2,023
6
F9
Frontier Airlines Inc.
STT
Charlotte Amalie, VI: Cyril E King
6
2
0.79
0
0.23
0
0.98
0
0
35
14
0
4
0
17
2,023
6
F9
Frontier Airlines Inc.
SWF
Newburgh/Poughkeepsie, NY: New York Stewart International
9
4
3.59
0
0
0
0.41
1
0
223
208
0
0
0
15
2,023
6
F9
Frontier Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
39
16
5.99
0.2
5.67
0
4.15
3
0
1,308
294
111
288
0
615
2,023
6
F9
Frontier Airlines Inc.
TPA
Tampa, FL: Tampa International
468
189
59
3.14
28.97
0
97.9
19
0
16,489
5,536
187
1,809
0
8,957
2,023
6
F9
Frontier Airlines Inc.
TTN
Trenton, NJ: Trenton Mercer
166
81
21.06
4.36
9.79
0
45.8
8
1
7,641
2,372
439
511
0
4,319
2,023
6
F9
Frontier Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
14
6
2
0.24
1.14
0
2.61
0
0
368
60
33
28
0
247
2,023
6
F9
Frontier Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
17
4
0.79
0.02
0
0
3.19
0
0
388
22
1
0
0
365
2,023
6
G4
Allegiant Air
ABE
Allentown/Bethlehem/Easton, PA: Lehigh Valley International
148
52
11.97
7.24
8.63
0
24.16
0
0
5,251
1,206
523
1,683
0
1,839
2,023
6
G4
Allegiant Air
ALB
Albany, NY: Albany International
40
10
2.59
2
3.54
0
1.87
0
0
498
159
72
148
0
119
2,023
6
G4
Allegiant Air
ATW
Appleton, WI: Appleton International
92
31
5.2
1.57
9.4
0
14.84
1
0
1,741
257
180
305
0
999
2,023
6
G4
Allegiant Air
AUS
Austin, TX: Austin - Bergstrom International
156
36
6.06
0.05
10.17
0
19.72
1
0
4,138
386
4
1,826
0
1,922
2,023
6
G4
Allegiant Air
AVL
Asheville, NC: Asheville Regional
300
117
18.21
11.14
31.53
0
56.11
3
0
12,998
3,316
3,815
1,417
1
4,449
2,023
6
G4
Allegiant Air
AZA
Phoenix, AZ: Phoenix - Mesa Gateway
405
70
17.63
4.51
22.65
0.05
25.16
2
0
7,742
4,016
417
804
1
2,504
2,023
6
G4
Allegiant Air
BGR
Bangor, ME: Bangor International
30
5
2.01
0
1.99
0
1
0
0
348
229
0
52
0
67
2,023
6
G4
Allegiant Air
BIL
Billings, MT: Billings Logan International
22
3
0.63
0
2.37
0
0
0
0
130
51
0
79
0
0
2,023
6
G4
Allegiant Air
BIS
Bismarck/Mandan, ND: Bismarck Municipal
30
3
1.94
0.25
0.81
0
0
0
0
566
537
4
25
0
0
2,023
6
G4
Allegiant Air
BLI
Bellingham, WA: Bellingham International
82
10
1
0
6
0
3
0
0
231
59
0
100
0
72
2,023
6
G4
Allegiant Air
BLV
Belleville, IL: Scott AFB MidAmerica St Louis
127
26
6.04
3
8.05
0
8.91
2
0
961
246
131
264
0
320
2,023
6
G4
Allegiant Air
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
22
2
0
0
2
0
0
0
0
254
0
0
254
0
0
2,023
6
G4
Allegiant Air
BNA
Nashville, TN: Nashville International
341
112
39.45
6.14
17.65
0
48.76
1
1
9,363
2,911
540
2,084
0
3,828
2,023
6
G4
Allegiant Air
BOI
Boise, ID: Boise Air Terminal
31
5
1.57
1.24
1.64
0
0.55
0
0
166
45
55
49
0
17
2,023
6
G4
Allegiant Air
BOS
Boston, MA: Logan International
64
5
3
0
2
0
0
2
0
223
157
0
66
0
0
2,023
6
G4
Allegiant Air
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
13
2
0
0
0.28
0.25
1.47
1
0
44
0
0
6
6
32
2,023
6
G4
Allegiant Air
BZN
Bozeman, MT: Bozeman Yellowstone International
48
8
4.98
0.98
1.71
0
0.33
0
0
494
302
59
106
0
27
2,023
6
G4
Allegiant Air
CAK
Akron, OH: Akron-Canton Regional
82
11
1.06
1.64
3.68
0
4.61
0
0
698
55
63
150
0
430
2,023
6
G4
Allegiant Air
CHA
Chattanooga, TN: Lovell Field
18
6
0.81
0
2.74
0
2.45
0
0
512
66
0
233
0
213
2,023
6
G4
Allegiant Air
CHS
Charleston, SC: Charleston AFB/International
29
6
1.64
0
1.16
0
3.2
0
0
182
50
0
30
0
102
2,023
6
G4
Allegiant Air
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
80
9
2.71
2.66
3.63
0
0
0
0
583
137
302
144
0
0
2,023
6
G4
Allegiant Air
CKB
Clarksburg/Fairmont, WV: North Central West Virginia
31
3
0
0
1.24
0
1.76
0
0
186
0
0
140
0
46
2,023
6
G4
Allegiant Air
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
410
182
23.59
11.15
62.14
0.39
84.74
2
1
15,653
2,915
1,628
3,447
36
7,627
2,023
6
G4
Allegiant Air
DAY
Dayton, OH: James M Cox/Dayton International
26
7
1.97
0.76
2.45
0
1.82
0
0
347
201
31
73
0
42
2,023
6
G4
Allegiant Air
DEN
Denver, CO: Denver International
58
23
4.08
1.43
12.92
0
4.57
1
0
2,010
618
95
1,067
0
230
2,023
6
G4
Allegiant Air
DSM
Des Moines, IA: Des Moines International
191
51
10.64
4.62
14.67
0
21.07
0
0
5,064
719
745
1,530
0
2,070
2,023
6
G4
Allegiant Air
ELM
Elmira/Corning, NY: Elmira/Corning Regional
19
3
0.55
0
1.69
0
0.76
0
0
121
22
0
40
0
59
2,023
6
G4
Allegiant Air
ELP
El Paso, TX: El Paso International
9
3
0.83
0
0.56
0
1.61
0
0
142
44
0
28
0
70
2,023
6
G4
Allegiant Air
EUG
Eugene, OR: Mahlon Sweet Field
53
11
5.81
0
1.98
0
3.2
1
0
388
244
0
65
0
79
2,023
6
G4
Allegiant Air
EVV
Evansville, IN: Evansville Regional
18
5
2.04
0.64
0.86
0
1.46
0
1
490
281
62
69
0
78
2,023
6
G4
Allegiant Air
EWR
Newark, NJ: Newark Liberty International
66
7
3.81
0
2.51
0.68
0
0
0
542
347
0
182
13
0
2,023
6
G4
Allegiant Air
EYW
Key West, FL: Key West International
44
5
1.88
1
1.26
0
0.86
0
0
300
76
26
141
0
57
2,023
6
G4
Allegiant Air
FAR
Fargo, ND: Hector International
52
11
4.65
3
2.16
0
1.2
0
0
883
275
511
63
0
34
2,023
6
G4
Allegiant Air
FAT
Fresno, CA: Fresno Yosemite International
57
12
4.54
0
3.87
0
3.6
2
0
938
468
0
164
0
306
2,023
6
G4
Allegiant Air
FCA
Kalispell, MT: Glacier Park International
24
7
3.74
0
2.36
0
0.9
1
0
1,084
997
0
59
0
28
2,023
6
G4
Allegiant Air
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
283
140
20.28
7.37
55.79
1.86
54.7
8
9
14,757
2,287
2,255
5,302
59
4,854
2,023
6
G4
Allegiant Air
FNT
Flint, MI: Bishop International
95
25
3.38
3.31
10.86
0
7.45
0
0
1,402
327
125
416
0
534
2,023
6
G4
Allegiant Air
FSD
Sioux Falls, SD: Joe Foss Field
89
21
5.98
0.93
6.72
0
7.37
0
0
1,584
626
93
220
0
645
2,023
6
G4
Allegiant Air
FWA
Fort Wayne, IN: Fort Wayne International
80
19
7.04
0
8.58
0
3.38
0
0
1,466
925
0
359
0
182
2,023
6
G4
Allegiant Air
GEG
Spokane, WA: Spokane International
27
11
1.83
1
3.25
0
4.93
1
0
1,031
325
148
115
0
443
2,023
6
G4
Allegiant Air
GFK
Grand Forks, ND: Grand Forks International
9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
G4
Allegiant Air
GJT
Grand Junction, CO: Grand Junction Regional
18
2
0
0
0
0
2
0
0
54
0
0
0
0
54
2,023
6
G4
Allegiant Air
GPT
Gulfport/Biloxi, MS: Gulfport-Biloxi International
8
3
0.4
1.23
0.6
0
0.77
0
0
190
6
79
9
0
96
2,023
6
G4
Allegiant Air
GRI
Grand Island, NE: Central Nebraska Regional
18
2
0.36
0
1.07
0
0.57
0
0
156
38
0
57
0
61
2,023
6
G4
Allegiant Air
GRR
Grand Rapids, MI: Gerald R. Ford International
170
42
5.44
5.45
16.3
0
14.81
1
0
5,007
211
478
2,900
0
1,418
2,023
6
G4
Allegiant Air
GSO
Greensboro/High Point, NC: Piedmont Triad International
9
3
1.02
0
0
0
1.98
0
0
317
23
0
0
0
294
2,023
6
G4
Allegiant Air
GSP
Greer, SC: Greenville-Spartanburg International
27
11
2.53
2.3
2.58
0
3.58
0
0
501
96
138
93
0
174
2,023
6
G4
Allegiant Air
GTF
Great Falls, MT: Great Falls International
9
2
0
0
2
0
0
0
0
69
0
0
69
0
0
2,023
6
G4
Allegiant Air
HGR
Hagerstown, MD: Hagerstown Regional-Richard A. Henson Field
27
7
2.45
0
0.81
0
3.74
0
0
545
124
0
60
0
361
2,023
6
G4
Allegiant Air
HOU
Houston, TX: William P Hobby
45
8
2.19
0
3.92
0
1.89
0
1
361
118
0
154
0
89
2,023
6
G4
Allegiant Air
HTS
Ashland, WV: Tri-State/Milton J. Ferguson Field
69
22
6.06
1.63
5.25
0
9.06
0
1
2,230
352
71
1,052
0
755
2,023
6
G4
Allegiant Air
IAD
Washington, DC: Washington Dulles International
44
16
2.31
1.99
6.43
0
5.27
0
0
872
109
104
451
0
208
2,023
6
G4
Allegiant Air
IAG
Niagara Falls, NY: Niagara Falls International
21
5
0
1.52
1.53
0
1.95
0
0
137
0
58
44
0
35
2,023
6
G4
Allegiant Air
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
54
12
6.13
0
3.81
0
2.05
0
0
895
444
1
182
0
268
2,023
6
G4
Allegiant Air
IDA
Idaho Falls, ID: Idaho Falls Regional
67
13
4.27
0
1.29
0
7.44
0
0
1,034
344
0
86
0
604
2,023
6
G4
Allegiant Air
IND
Indianapolis, IN: Indianapolis International
186
60
9.66
6.42
16.81
0.17
26.95
1
0
5,558
814
597
1,514
23
2,610
2,023
6
G4
Allegiant Air
JAX
Jacksonville, FL: Jacksonville International
76
27
5.93
0.77
9.98
0
10.31
1
1
1,840
526
44
476
0
794
2,023
6
G4
Allegiant Air
LAS
Las Vegas, NV: Harry Reid International
720
240
40.91
5.9
80
1.23
111.96
4
1
23,167
11,370
471
3,781
102
7,443
2,023
6
G4
Allegiant Air
LAX
Los Angeles, CA: Los Angeles International
211
93
31.24
4.6
24.21
0
32.95
3
0
5,782
1,908
491
1,036
0
2,347
2,023
6
G4
Allegiant Air
LCK
Columbus, OH: Rickenbacker International
132
30
8.86
2.57
6.64
0
11.93
1
0
2,662
1,336
260
292
0
774
2,023
6
G4
Allegiant Air
LEX
Lexington, KY: Blue Grass
96
17
3.75
0.64
5.85
0.95
5.82
0
1
1,429
222
21
459
19
708
2,023
6
G4
Allegiant Air
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
35
5
1.95
0
1.86
0
1.19
0
1
316
144
0
43
0
129
2,023
6
G4
Allegiant Air
LRD
Laredo, TX: Laredo International
9
1
0.68
0
0.32
0
0
0
0
19
13
0
6
0
0
2,023
6
G4
Allegiant Air
MCI
Kansas City, MO: Kansas City International
31
8
1.7
1
3.55
0
1.75
0
0
434
140
39
143
0
112
2,023
6
G4
Allegiant Air
MDT
Harrisburg, PA: Harrisburg International
89
17
2.72
2.13
4.43
0
7.72
0
0
1,099
165
119
374
0
441
2,023
6
G4
Allegiant Air
MDW
Chicago, IL: Chicago Midway International
50
11
1.62
0
6.38
0
3
0
0
403
123
0
192
0
88
2,023
6
G4
Allegiant Air
MEM
Memphis, TN: Memphis International
80
22
8.19
0.62
7.94
0
5.25
2
0
1,582
703
53
352
0
474
2,023
6
G4
Allegiant Air
MFE
Mission/McAllen/Edinburg, TX: McAllen International
61
11
2.09
2.71
6.04
0
0.16
0
0
680
107
373
193
0
7
2,023
6
G4
Allegiant Air
MFR
Medford, OR: Rogue Valley International - Medford
43
13
2.4
0
2.02
0
8.59
0
0
627
61
0
64
0
502
2,023
6
G4
Allegiant Air
MLB
Melbourne, FL: Melbourne Orlando International
10
1
0
0
1
0
0
0
0
19
0
0
19
0
0
2,023
6
G4
Allegiant Air
MLI
Moline, IL: Quad Cities International
34
6
1.78
1.38
2.82
0
0.01
0
0
1,201
1,001
132
67
0
1
2,023
6
G4
Allegiant Air
MOT
Minot, ND: Minot International
9
1
1
0
0
0
0
0
0
53
53
0
0
0
0
2,023
6
G4
Allegiant Air
MRY
Monterey, CA: Monterey Regional
9
6
2.43
0
2.03
0
1.55
0
0
400
263
0
70
0
67
2,023
6
G4
Allegiant Air
MSO
Missoula, MT: Missoula Montana
45
21
5.69
1.57
6.4
0
7.34
0
0
880
343
57
168
0
312
2,023
6
G4
Allegiant Air
MSP
Minneapolis, MN: Minneapolis-St Paul International
25
6
0.72
0.86
1.2
0
3.22
0
0
357
33
38
38
0
248
2,023
6
G4
Allegiant Air
MSY
New Orleans, LA: Louis Armstrong New Orleans International
9
3
1.85
1
0.04
0
0.11
0
0
219
159
34
7
0
19
2,023
6
G4
Allegiant Air
MYR
Myrtle Beach, SC: Myrtle Beach International
204
37
9.45
3.05
7.44
1
16.07
0
0
3,094
903
429
265
24
1,473
2,023
6
G4
Allegiant Air
OAK
Oakland, CA: Metro Oakland International
44
7
2.04
0
0.9
0
4.06
0
0
355
79
0
30
0
246
2,023
6
G4
Allegiant Air
OKC
Oklahoma City, OK: Will Rogers World
38
11
2.63
0.38
3.76
0
4.22
0
0
495
220
8
108
0
159
2,023
6
G4
Allegiant Air
OMA
Omaha, NE: Eppley Airfield
62
12
3.94
1
5.31
0
1.75
0
0
753
417
51
205
0
80
2,023
6
G4
Allegiant Air
ORF
Norfolk, VA: Norfolk International
54
15
2.85
3.49
2.1
0.77
5.78
3
3
1,104
172
272
100
20
540
2,023
6
G4
Allegiant Air
PBG
Plattsburgh, NY: Plattsburgh International
25
3
1
1
1
0
0
0
0
232
40
79
113
0
0
2,023
6
G4
Allegiant Air
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
27
10
1.12
0.75
4.94
0.55
2.65
0
1
671
80
88
247
50
206
2,023
6
G4
Allegiant Air
PDX
Portland, OR: Portland International
41
2
1
0
0
0
1
0
0
430
211
0
0
0
219
2,023
6
G4
Allegiant Air
PGD
Punta Gorda, FL: Punta Gorda Airport
466
129
24.31
8.21
47.53
0.6
48.34
1
1
9,776
1,635
530
2,707
12
4,892
2,023
6
G4
Allegiant Air
PHX
Phoenix, AZ: Phoenix Sky Harbor International
36
17
5.42
0.94
5.6
0
5.04
0
0
1,209
590
144
179
0
296
2,023
6
G4
Allegiant Air
PIA
Peoria, IL: General Downing - Peoria International
100
25
5.15
2.42
12.27
0
5.16
0
0
1,121
354
58
551
0
158
2,023
6
G4
Allegiant Air
PIE
St. Petersburg, FL: St Pete Clearwater International
786
214
35.08
11.34
81.65
0.56
85.37
4
2
18,416
5,137
814
5,111
14
7,340