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
7
F9
Frontier Airlines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
13
1
0
0
0
0
1
1
0
53
0
0
0
0
53
2,023
7
F9
Frontier Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
38
14
3.25
1.6
2.57
0
6.59
1
0
750
114
80
134
0
422
2,023
7
F9
Frontier Airlines Inc.
HOU
Houston, TX: William P Hobby
30
11
5.27
0
3.71
0
2.02
1
0
729
363
0
234
0
132
2,023
7
F9
Frontier Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
135
60
18.47
1.71
23.71
0
16.11
2
0
4,647
1,269
165
1,185
0
2,028
2,023
7
F9
Frontier Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
76
22
7.21
2.44
5.05
0
7.3
5
1
2,256
850
279
430
0
697
2,023
7
F9
Frontier Airlines Inc.
ISP
Islip, NY: Long Island MacArthur
162
81
22.89
6.6
9.9
0
41.62
9
0
5,391
1,710
333
427
0
2,921
2,023
7
F9
Frontier Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
72
13
5.96
1
2.08
0
3.96
3
0
799
339
39
116
0
305
2,023
7
F9
Frontier Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,106
458
134.97
12.91
68.66
0
241.47
37
2
36,428
9,739
766
4,213
0
21,710
2,023
7
F9
Frontier Airlines Inc.
LGA
New York, NY: LaGuardia
105
47
17.55
2.31
15.54
0
11.6
13
0
4,007
1,136
364
1,567
0
940
2,023
7
F9
Frontier Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
23
5
2.57
0
0.66
0
1.77
0
0
366
175
0
51
0
140
2,023
7
F9
Frontier Airlines Inc.
MCI
Kansas City, MO: Kansas City International
17
2
1
0.55
0.45
0
0
0
0
39
19
11
9
0
0
2,023
7
F9
Frontier Airlines Inc.
MCO
Orlando, FL: Orlando International
1,563
790
194.54
8.57
170.59
0
416.3
101
8
83,375
21,412
2,572
12,828
0
46,563
2,023
7
F9
Frontier Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
9
4
0.56
0.35
1.9
0
1.19
0
0
426
38
48
169
0
171
2,023
7
F9
Frontier Airlines Inc.
MDW
Chicago, IL: Chicago Midway International
333
124
43.79
3.39
24.99
0
51.83
15
5
11,410
2,695
1,994
1,445
0
5,276
2,023
7
F9
Frontier Airlines Inc.
MEM
Memphis, TN: Memphis International
18
5
1.93
0
2
0
1.07
0
0
224
73
0
64
0
87
2,023
7
F9
Frontier Airlines Inc.
MIA
Miami, FL: Miami International
285
137
45.59
1.73
25.47
0
64.21
15
1
11,331
4,144
311
1,445
0
5,431
2,023
7
F9
Frontier Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
39
17
5.92
1
3.33
0
6.76
3
0
1,425
308
162
158
0
797
2,023
7
F9
Frontier Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
14
5
1
0
2
0
2
0
0
470
34
0
37
0
399
2,023
7
F9
Frontier Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
62
22
7.84
0
1.53
0
12.62
0
1
1,428
422
0
53
0
953
2,023
7
F9
Frontier Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
62
26
9.74
1.53
5.3
0
9.44
2
0
2,045
714
107
459
0
765
2,023
7
F9
Frontier Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
31
12
2.06
0
1.52
0
8.42
3
0
444
77
0
48
0
319
2,023
7
F9
Frontier Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
27
4
2.19
0
0
0
1.81
1
0
247
164
0
0
0
83
2,023
7
F9
Frontier Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
22
10
2.99
0
1.46
0
5.55
0
0
1,010
211
0
134
0
665
2,023
7
F9
Frontier Airlines Inc.
ONT
Ontario, CA: Ontario International
205
103
31.61
5.3
12.02
0
54.08
1
0
7,287
2,446
325
553
0
3,963
2,023
7
F9
Frontier Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
62
21
9.83
0.4
7.27
0
3.5
5
0
1,711
809
12
627
0
263
2,023
7
F9
Frontier Airlines Inc.
ORF
Norfolk, VA: Norfolk International
30
10
4.13
1
2.37
0
2.49
1
0
566
253
44
121
0
148
2,023
7
F9
Frontier Airlines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
26
8
1.67
0
3.28
0
3.05
2
0
403
63
0
157
0
183
2,023
7
F9
Frontier Airlines Inc.
PDX
Portland, OR: Portland International
68
21
6.44
1.2
1.15
0
12.21
3
0
1,304
301
27
44
0
932
2,023
7
F9
Frontier Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
883
365
103.45
9.56
74.9
0
177.08
55
0
38,556
12,299
1,609
5,336
0
19,312
2,023
7
F9
Frontier Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
557
225
60.96
5.85
29.09
0
129.09
15
2
22,535
4,747
957
1,304
0
15,527
2,023
7
F9
Frontier Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
13
3
2.28
0
0
0
0.72
0
0
276
221
0
0
0
55
2,023
7
F9
Frontier Airlines Inc.
PNS
Pensacola, FL: Pensacola International
18
6
2.22
0
0.66
0
3.12
0
0
461
138
0
20
0
303
2,023
7
F9
Frontier Airlines Inc.
PSE
Ponce, PR: Mercedita
13
7
2.9
0
2.7
0
1.4
0
0
309
218
0
60
0
31
2,023
7
F9
Frontier Airlines Inc.
PWM
Portland, ME: Portland International Jetport
13
4
0.53
0
0.37
0
3.1
1
0
220
9
0
16
0
195
2,023
7
F9
Frontier Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
486
188
46.72
6.48
48.98
0
85.83
29
1
14,587
4,074
720
2,220
0
7,573
2,023
7
F9
Frontier Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
106
43
11.49
2.92
9.97
0
18.62
7
0
4,128
1,536
76
593
0
1,923
2,023
7
F9
Frontier Airlines Inc.
SAN
San Diego, CA: San Diego International
243
109
33.38
2.95
27.89
0
44.78
10
0
6,198
2,059
213
1,253
0
2,673
2,023
7
F9
Frontier Airlines Inc.
SAT
San Antonio, TX: San Antonio International
53
15
3.99
0.89
3.69
0
6.43
7
0
1,104
419
52
115
0
518
2,023
7
F9
Frontier Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
13
5
3.39
0.31
0.74
0
0.56
0
0
231
133
16
42
0
40
2,023
7
F9
Frontier Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
61
25
10.74
1.16
2.22
0
10.88
1
0
1,894
773
85
143
0
893
2,023
7
F9
Frontier Airlines Inc.
SFO
San Francisco, CA: San Francisco International
344
132
58.27
3.04
26.64
0
44.05
18
1
9,322
4,144
158
1,573
0
3,447
2,023
7
F9
Frontier Airlines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
527
256
82.73
6.44
62.2
0
104.63
24
0
18,744
5,422
618
3,309
0
9,395
2,023
7
F9
Frontier Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
120
42
16.41
0.01
3.66
0
21.92
4
0
2,949
1,054
1
131
0
1,763
2,023
7
F9
Frontier Airlines Inc.
SMF
Sacramento, CA: Sacramento International
16
8
3.01
0.59
1.19
0
3.21
0
0
751
233
33
74
0
411
2,023
7
F9
Frontier Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
124
38
18.91
0
6.64
0
12.45
6
0
1,501
771
0
202
0
528
2,023
7
F9
Frontier Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
9
3
1.73
0
0.25
0
1.02
1
0
153
96
0
13
0
44
2,023
7
F9
Frontier Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
124
46
19.28
0.86
2.95
0
22.91
3
0
3,330
1,366
48
124
0
1,792
2,023
7
F9
Frontier Airlines Inc.
STT
Charlotte Amalie, VI: Cyril E King
13
7
2
0
1.57
0
3.43
0
0
650
230
0
129
0
291
2,023
7
F9
Frontier Airlines Inc.
SWF
Newburgh/Poughkeepsie, NY: New York Stewart International
1
1
1
0
0
0
0
0
0
77
77
0
0
0
0
2,023
7
F9
Frontier Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
47
17
2.47
0.57
4.19
0
9.78
3
0
1,453
124
12
420
0
897
2,023
7
F9
Frontier Airlines Inc.
TPA
Tampa, FL: Tampa International
479
199
64.15
1.39
37.98
0
95.48
13
1
16,920
4,879
106
2,344
0
9,591
2,023
7
F9
Frontier Airlines Inc.
TTN
Trenton, NJ: Trenton Mercer
188
94
27.16
5.24
15.58
0
46.02
8
2
7,783
1,813
381
1,130
0
4,459
2,023
7
F9
Frontier Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
13
2
0.5
0
0.5
0
1
0
0
80
14
0
14
0
52
2,023
7
F9
Frontier Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
17
4
1.11
0
1.04
0
1.85
0
0
216
51
0
55
0
110
2,023
7
G4
Allegiant Air
ABE
Allentown/Bethlehem/Easton, PA: Lehigh Valley International
163
60
15.91
12.25
8.7
0
23.14
3
0
8,389
3,480
1,754
525
0
2,630
2,023
7
G4
Allegiant Air
ALB
Albany, NY: Albany International
50
8
0.76
1
4.57
0
1.67
0
0
545
32
122
339
0
52
2,023
7
G4
Allegiant Air
ATW
Appleton, WI: Appleton International
100
42
6.95
2.56
15.62
0
16.87
0
0
2,871
558
326
651
0
1,336
2,023
7
G4
Allegiant Air
AUS
Austin, TX: Austin - Bergstrom International
162
45
11.53
2.22
14.79
0
16.47
1
0
2,657
427
113
848
0
1,269
2,023
7
G4
Allegiant Air
AVL
Asheville, NC: Asheville Regional
317
141
19.98
6.72
41.37
1.99
70.95
2
0
12,127
2,547
1,076
2,436
118
5,950
2,023
7
G4
Allegiant Air
AZA
Phoenix, AZ: Phoenix - Mesa Gateway
434
108
33.15
6.4
22.64
1.95
43.86
1
2
12,725
7,199
536
1,428
89
3,473
2,023
7
G4
Allegiant Air
BGR
Bangor, ME: Bangor International
32
8
4
0.98
2.02
0
1
0
0
408
112
112
167
0
17
2,023
7
G4
Allegiant Air
BIL
Billings, MT: Billings Logan International
22
6
1.72
0
3.6
0
0.68
0
0
377
203
0
138
0
36
2,023
7
G4
Allegiant Air
BIS
Bismarck/Mandan, ND: Bismarck Municipal
31
10
3.73
0.44
5.24
0
0.59
0
0
623
292
11
282
0
38
2,023
7
G4
Allegiant Air
BLI
Bellingham, WA: Bellingham International
90
29
4.13
3.26
11.94
0
9.67
0
1
1,315
219
75
402
0
619
2,023
7
G4
Allegiant Air
BLV
Belleville, IL: Scott AFB MidAmerica St Louis
133
33
9.67
2.56
7.53
1
12.24
2
1
4,512
1,517
216
1,935
21
823
2,023
7
G4
Allegiant Air
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
20
2
1
0
1
0
0
0
0
1,580
1,561
0
19
0
0
2,023
7
G4
Allegiant Air
BNA
Nashville, TN: Nashville International
345
131
39.57
3.78
23.21
0.23
64.2
2
1
12,768
3,783
164
1,501
62
7,258
2,023
7
G4
Allegiant Air
BOI
Boise, ID: Boise Air Terminal
32
10
1.36
0.66
4.23
0
3.75
0
0
374
24
23
151
0
176
2,023
7
G4
Allegiant Air
BOS
Boston, MA: Logan International
68
6
4.79
0
1.21
0
0
2
1
452
341
0
111
0
0
2,023
7
G4
Allegiant Air
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
14
2
0.3
0
0.93
0
0.78
0
0
115
11
0
49
0
55
2,023
7
G4
Allegiant Air
BZN
Bozeman, MT: Bozeman Yellowstone International
49
14
4.42
1
4.81
0
3.78
0
0
590
179
20
163
0
228
2,023
7
G4
Allegiant Air
CAK
Akron, OH: Akron-Canton Regional
85
27
7.06
2.76
8.42
0
8.75
2
0
1,729
299
259
438
0
733
2,023
7
G4
Allegiant Air
CHA
Chattanooga, TN: Lovell Field
18
7
1.92
0.4
3.58
0
1.09
0
0
472
177
19
201
0
75
2,023
7
G4
Allegiant Air
CHS
Charleston, SC: Charleston AFB/International
32
8
1.91
0
2.47
0
3.62
1
0
1,677
289
0
1,271
0
117
2,023
7
G4
Allegiant Air
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
85
13
6.62
1.26
2.6
0
2.52
0
0
800
236
141
120
0
303
2,023
7
G4
Allegiant Air
CKB
Clarksburg/Fairmont, WV: North Central West Virginia
32
3
1
0
0
0
2
0
0
181
53
0
0
0
128
2,023
7
G4
Allegiant Air
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
429
198
30.83
15.3
57.36
0
94.51
11
12
19,178
5,115
2,445
3,246
0
8,372
2,023
7
G4
Allegiant Air
DAY
Dayton, OH: James M Cox/Dayton International
27
13
3.46
1.53
5.06
0
2.96
0
1
679
107
131
189
0
252
2,023
7
G4
Allegiant Air
DEN
Denver, CO: Denver International
63
22
3.97
1.46
8.16
0.07
8.35
1
2
1,490
174
179
660
5
472
2,023
7
G4
Allegiant Air
DSM
Des Moines, IA: Des Moines International
200
92
22.87
7.85
22.13
0
39.15
0
0
7,248
2,346
564
1,230
0
3,108
2,023
7
G4
Allegiant Air
ELM
Elmira/Corning, NY: Elmira/Corning Regional
23
7
1.19
2.88
0.45
0
2.48
0
0
429
85
155
25
0
164
2,023
7
G4
Allegiant Air
ELP
El Paso, TX: El Paso International
9
5
1.26
0
0.87
0
2.87
0
0
1,251
956
0
39
0
256
2,023
7
G4
Allegiant Air
EUG
Eugene, OR: Mahlon Sweet Field
58
8
2.79
1
0.59
0
3.62
2
0
308
73
25
36
0
174
2,023
7
G4
Allegiant Air
EVV
Evansville, IN: Evansville Regional
18
12
3.66
2
2.45
0
3.9
0
0
483
159
87
102
0
135
2,023
7
G4
Allegiant Air
EWR
Newark, NJ: Newark Liberty International
76
10
4.6
2.3
3.1
0
0
0
0
1,138
377
534
227
0
0
2,023
7
G4
Allegiant Air
EYW
Key West, FL: Key West International
46
9
1.93
1.37
2.53
0
3.18
1
0
546
95
232
93
0
126
2,023
7
G4
Allegiant Air
FAR
Fargo, ND: Hector International
54
15
3.3
1.67
6.25
0
3.78
0
0
806
290
56
228
0
232
2,023
7
G4
Allegiant Air
FAT
Fresno, CA: Fresno Yosemite International
58
13
5.03
2.23
3.03
0
2.71
1
0
2,524
1,333
69
949
0
173
2,023
7
G4
Allegiant Air
FCA
Kalispell, MT: Glacier Park International
36
6
2
1.56
0.44
0
2
0
0
486
343
34
9
0
100
2,023
7
G4
Allegiant Air
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
303
138
16.31
4.52
49.26
0.02
67.89
4
6
13,572
2,180
281
3,052
7
8,052
2,023
7
G4
Allegiant Air
FNT
Flint, MI: Bishop International
99
28
4.93
3.15
7.53
0
12.39
0
0
2,239
185
284
543
0
1,227
2,023
7
G4
Allegiant Air
FSD
Sioux Falls, SD: Joe Foss Field
94
27
5.79
4.05
8.95
1
7.21
0
0
1,520
429
297
414
21
359
2,023
7
G4
Allegiant Air
FWA
Fort Wayne, IN: Fort Wayne International
85
22
6.23
4.3
8.44
0
3.03
1
1
1,002
242
329
329
0
102
2,023
7
G4
Allegiant Air
GEG
Spokane, WA: Spokane International
27
10
0.65
3.2
2.3
0
3.85
0
0
531
11
206
120
0
194
2,023
7
G4
Allegiant Air
GFK
Grand Forks, ND: Grand Forks International
9
1
0.77
0
0.23
0
0
0
0
35
27
0
8
0
0
2,023
7
G4
Allegiant Air
GJT
Grand Junction, CO: Grand Junction Regional
18
4
2.94
0
1.06
0
0
0
0
365
342
0
23
0
0
2,023
7
G4
Allegiant Air
GPT
Gulfport/Biloxi, MS: Gulfport-Biloxi International
9
5
0.92
2
1.37
0
0.71
0
0
373
92
195
64
0
22
2,023
7
G4
Allegiant Air
GRI
Grand Island, NE: Central Nebraska Regional
18
3
1.88
0
0.21
0
0.92
0
1
147
94
0
9
0
44
2,023
7
G4
Allegiant Air
GRR
Grand Rapids, MI: Gerald R. Ford International
182
51
7.23
3.44
14.97
0
25.36
0
0
5,727
1,766
1,477
700
0
1,784
2,023
7
G4
Allegiant Air
GSO
Greensboro/High Point, NC: Piedmont Triad International
9
3
0.47
1
1.53
0
0
0
0
262
48
120
94
0
0