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
DL
Delta Air Lines Inc.
SMF
Sacramento, CA: Sacramento International
279
51
31.47
3.74
9.36
0
6.43
0
0
5,603
3,844
419
472
0
868
2,023
8
DL
Delta Air Lines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
447
77
36.55
5.28
22.73
0
12.44
6
2
4,492
2,920
312
825
0
435
2,023
8
DL
Delta Air Lines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
211
44
24.14
3
8.57
0
8.28
10
0
2,852
1,557
230
417
0
648
2,023
8
DL
Delta Air Lines Inc.
STL
St. Louis, MO: St Louis Lambert International
526
87
42.46
7.75
13.49
0
23.31
7
1
5,728
3,242
470
505
0
1,511
2,023
8
DL
Delta Air Lines Inc.
STT
Charlotte Amalie, VI: Cyril E King
48
5
3.85
0
0.8
0
0.35
0
0
257
229
0
20
0
8
2,023
8
DL
Delta Air Lines Inc.
STX
Christiansted, VI: Henry E. Rohlsen
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
DL
Delta Air Lines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
89
28
13.8
1.56
4.16
0
8.48
1
0
2,026
1,173
248
141
0
464
2,023
8
DL
Delta Air Lines Inc.
TLH
Tallahassee, FL: Tallahassee International
174
29
17.16
0.12
8.4
0
3.31
12
0
1,626
905
12
441
0
268
2,023
8
DL
Delta Air Lines Inc.
TPA
Tampa, FL: Tampa International
1,070
206
96.96
8.52
43.81
3.43
53.28
77
5
13,151
6,873
1,020
2,036
246
2,976
2,023
8
DL
Delta Air Lines Inc.
TUL
Tulsa, OK: Tulsa International
141
21
6.96
1
8.22
0
4.82
3
1
1,307
284
221
350
0
452
2,023
8
DL
Delta Air Lines Inc.
TUS
Tucson, AZ: Tucson International
93
15
7.81
1
4.44
0
1.75
1
0
1,063
796
71
136
0
60
2,023
8
DL
Delta Air Lines Inc.
TVC
Traverse City, MI: Cherry Capital
35
10
6.41
0
0.14
0
3.45
2
0
1,710
1,388
0
3
0
319
2,023
8
DL
Delta Air Lines Inc.
TYS
Knoxville, TN: McGhee Tyson
137
29
10.63
3.53
5.7
0
9.14
3
0
1,782
895
256
219
0
412
2,023
8
DL
Delta Air Lines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
162
33
15.49
3.26
7.78
0
6.47
2
0
2,265
961
264
455
0
585
2,023
8
DL
Delta Air Lines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
141
23
10.15
0.22
7.64
0
5
4
0
1,417
761
16
373
0
267
2,023
8
F9
Frontier Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
960
396
92.76
3.85
125.17
0
174.22
63
3
40,145
12,239
198
8,264
0
19,444
2,023
8
F9
Frontier Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
24
8
3.88
0
0.35
0
3.77
1
0
441
267
0
18
0
156
2,023
8
F9
Frontier Airlines Inc.
BDL
Hartford, CT: Bradley International
76
23
7.85
0
7.09
0
8.06
3
0
1,729
491
0
426
0
812
2,023
8
F9
Frontier Airlines Inc.
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
14
2
0
0
0.02
0
1.98
0
0
616
0
0
9
0
607
2,023
8
F9
Frontier Airlines Inc.
BNA
Nashville, TN: Nashville International
74
19
6.14
0
5.01
0
7.85
4
0
1,113
596
0
179
0
338
2,023
8
F9
Frontier Airlines Inc.
BOS
Boston, MA: Logan International
41
7
2.46
0
2.42
0
2.12
0
0
369
138
0
121
0
110
2,023
8
F9
Frontier Airlines Inc.
BQN
Aguadilla, PR: Rafael Hernandez
33
20
7.81
0
1.5
0
10.69
1
1
1,377
428
0
77
0
872
2,023
8
F9
Frontier Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
114
37
14.92
1.56
5.52
0
15
7
0
2,102
600
105
171
0
1,226
2,023
8
F9
Frontier Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
251
106
30.06
4.08
19.02
0
52.84
10
0
7,981
1,711
144
741
0
5,385
2,023
8
F9
Frontier Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
10
2
0.66
0
0.34
0
1
1
0
126
33
0
17
0
76
2,023
8
F9
Frontier Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
23
4
2.34
0
1
0
0.66
0
0
160
74
0
15
0
71
2,023
8
F9
Frontier Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
508
180
60.69
2.91
48.66
0
67.74
31
5
16,529
6,267
316
2,252
0
7,694
2,023
8
F9
Frontier Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
249
95
19.1
1.56
27.03
0
47.31
9
1
6,980
1,624
72
1,524
0
3,760
2,023
8
F9
Frontier Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
26
7
5.24
0
0.53
0
1.23
0
0
403
269
0
13
0
121
2,023
8
F9
Frontier Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
276
80
25.94
0
10.64
0
43.42
11
0
6,716
2,245
0
510
0
3,961
2,023
8
F9
Frontier Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
93
17
3.89
0.48
1.94
0
10.69
3
0
1,427
591
65
113
0
658
2,023
8
F9
Frontier Airlines Inc.
DEN
Denver, CO: Denver International
2,128
644
169.12
12.65
164.62
0
297.61
63
1
59,928
20,106
1,047
8,809
0
29,966
2,023
8
F9
Frontier Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
632
205
52.7
3.36
62.95
0
86
32
0
17,205
5,541
744
3,009
0
7,911
2,023
8
F9
Frontier Airlines Inc.
DSM
Des Moines, IA: Des Moines International
14
3
0.37
0
0.63
0
2
1
0
70
7
0
12
0
51
2,023
8
F9
Frontier Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
186
56
18.13
3.66
13.59
0
20.62
7
0
4,622
1,652
815
599
0
1,556
2,023
8
F9
Frontier Airlines Inc.
ELP
El Paso, TX: El Paso International
26
6
1.31
0
2.14
0
2.56
1
0
387
98
0
104
0
185
2,023
8
F9
Frontier Airlines Inc.
FAR
Fargo, ND: Hector International
16
4
2
0
0
0
2
1
0
249
166
0
0
0
83
2,023
8
F9
Frontier Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
187
54
10.75
1.69
11.95
0
29.61
12
3
4,926
1,441
116
1,241
0
2,128
2,023
8
F9
Frontier Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
18
3
1.03
0
0.97
0
1
0
0
155
27
0
26
0
102
2,023
8
F9
Frontier Airlines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
13
1
0
0
0
0
1
0
0
130
0
0
0
0
130
2,023
8
F9
Frontier Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
38
9
2.09
0
2.72
0
4.19
1
0
580
121
0
116
0
343
2,023
8
F9
Frontier Airlines Inc.
HOU
Houston, TX: William P Hobby
26
9
2.1
0
0.66
0
6.24
3
0
601
167
0
96
0
338
2,023
8
F9
Frontier Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
130
45
17.58
0.15
6.82
0
20.45
2
0
2,872
1,247
8
376
0
1,241
2,023
8
F9
Frontier Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
69
19
4.34
0.15
2.42
0
12.1
4
0
1,862
345
12
126
0
1,379
2,023
8
F9
Frontier Airlines Inc.
ISP
Islip, NY: Long Island MacArthur
171
58
18.92
1.04
5.51
0
32.52
12
0
4,797
1,274
180
288
0
3,055
2,023
8
F9
Frontier Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
55
10
7.35
0
0.66
0
1.99
2
0
676
427
0
20
0
229
2,023
8
F9
Frontier Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,098
346
105.68
2.3
59.93
0
178.1
60
1
29,698
9,438
237
3,392
0
16,631
2,023
8
F9
Frontier Airlines Inc.
LGA
New York, NY: LaGuardia
117
33
14.71
1.48
7.42
0
9.38
9
0
2,120
1,166
37
361
0
556
2,023
8
F9
Frontier Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
17
5
0.85
0.08
0.67
0
3.4
1
0
311
79
4
12
0
216
2,023
8
F9
Frontier Airlines Inc.
MCI
Kansas City, MO: Kansas City International
24
4
3.8
0
0
0
0.2
0
0
218
195
0
0
0
23
2,023
8
F9
Frontier Airlines Inc.
MCO
Orlando, FL: Orlando International
1,610
578
149.27
13.71
104.14
0
310.88
80
5
57,782
15,643
2,660
7,440
0
32,039
2,023
8
F9
Frontier Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
9
3
0.83
1.98
0.19
0
0
1
0
562
58
484
20
0
0
2,023
8
F9
Frontier Airlines Inc.
MDW
Chicago, IL: Chicago Midway International
394
123
42.43
0.14
28.59
0
51.84
17
2
9,175
3,874
15
1,406
0
3,880
2,023
8
F9
Frontier Airlines Inc.
MEM
Memphis, TN: Memphis International
13
1
0.98
0
0.02
0
0
0
0
82
80
0
2
0
0
2,023
8
F9
Frontier Airlines Inc.
MIA
Miami, FL: Miami International
289
124
34.14
1.24
24.22
0
64.4
8
2
11,673
2,647
43
1,595
0
7,388
2,023
8
F9
Frontier Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
45
12
3.41
0
1.09
0
7.5
2
0
700
150
0
28
0
522
2,023
8
F9
Frontier Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
21
5
1.66
0
1.32
0
2.02
0
0
420
152
0
40
0
228
2,023
8
F9
Frontier Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
62
18
3.87
0.7
0.59
0
12.83
1
0
1,640
392
52
41
0
1,155
2,023
8
F9
Frontier Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
52
13
3.11
0.46
2.53
0
6.9
2
0
938
261
25
148
0
504
2,023
8
F9
Frontier Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
28
6
1
0
1
0
4
2
0
422
29
0
33
0
360
2,023
8
F9
Frontier Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
38
8
0.87
0
0.41
0
6.72
1
0
442
89
0
11
0
342
2,023
8
F9
Frontier Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
28
7
2.44
0
1.14
0
3.42
2
0
661
204
0
110
0
347
2,023
8
F9
Frontier Airlines Inc.
ONT
Ontario, CA: Ontario International
228
82
30.36
0.4
12.84
0
38.4
21
0
5,019
1,662
10
633
0
2,714
2,023
8
F9
Frontier Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
57
17
10.03
0.82
4.73
0
1.42
2
0
1,541
1,084
110
244
0
103
2,023
8
F9
Frontier Airlines Inc.
ORF
Norfolk, VA: Norfolk International
31
7
3.64
0.38
2
0
0.99
2
1
538
228
91
60
0
159
2,023
8
F9
Frontier Airlines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
23
8
1.38
0
1.55
0
5.07
1
0
833
85
0
96
0
652
2,023
8
F9
Frontier Airlines Inc.
PDX
Portland, OR: Portland International
93
25
5.26
1.57
4.33
0
13.85
3
0
1,441
230
136
163
0
912
2,023
8
F9
Frontier Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
1,026
361
120.76
4.99
55.73
0
179.52
52
1
35,038
13,642
420
3,294
0
17,682
2,023
8
F9
Frontier Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
559
148
49.02
2.23
19.44
0
77.31
30
2
13,673
3,920
180
1,642
0
7,931
2,023
8
F9
Frontier Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
14
3
0.42
0
0.58
0
2
1
0
67
15
0
21
0
31
2,023
8
F9
Frontier Airlines Inc.
PNS
Pensacola, FL: Pensacola International
17
4
0
0
0.17
0
3.83
1
0
419
0
0
35
0
384
2,023
8
F9
Frontier Airlines Inc.
PSE
Ponce, PR: Mercedita
14
6
3
0
0
0
3
0
0
389
312
0
0
0
77
2,023
8
F9
Frontier Airlines Inc.
PWM
Portland, ME: Portland International Jetport
10
5
1.78
0
0.04
0
3.18
1
0
349
125
0
5
0
219
2,023
8
F9
Frontier Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
509
190
50.2
3.23
46.86
0
89.7
25
0
13,269
4,369
207
1,807
0
6,886
2,023
8
F9
Frontier Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
117
27
9.77
0
5.48
0
11.75
12
0
2,035
1,099
0
340
0
596
2,023
8
F9
Frontier Airlines Inc.
SAN
San Diego, CA: San Diego International
258
75
24.47
1.27
17.65
0
31.61
28
1
6,185
1,417
661
912
0
3,195
2,023
8
F9
Frontier Airlines Inc.
SAT
San Antonio, TX: San Antonio International
54
16
5.88
0.8
3.29
0
6.02
4
0
968
384
79
220
0
285
2,023
8
F9
Frontier Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
11
2
1
0
1
0
0
0
0
64
45
0
19
0
0
2,023
8
F9
Frontier Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
67
8
2.4
0.44
1.89
0
3.27
2
0
574
210
66
126
0
172
2,023
8
F9
Frontier Airlines Inc.
SFO
San Francisco, CA: San Francisco International
332
114
36.97
1.06
24.42
0
51.55
18
1
9,622
2,655
44
967
0
5,956
2,023
8
F9
Frontier Airlines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
463
176
50.81
7.73
52.96
0
64.49
15
4
12,078
4,192
445
2,228
0
5,213
2,023
8
F9
Frontier Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
119
38
16.54
1.8
2.84
0
16.82
4
0
3,142
964
284
105
0
1,789
2,023
8
F9
Frontier Airlines Inc.
SMF
Sacramento, CA: Sacramento International
17
3
1.52
0
0.22
0
1.26
0
0
173
71
0
5
0
97
2,023
8
F9
Frontier Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
124
24
11.12
0
2.57
0
10.31
13
0
1,175
547
0
94
0
534
2,023
8
F9
Frontier Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
9
4
0.49
0
1.09
0
2.42
0
0
330
83
0
73
0
174
2,023
8
F9
Frontier Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
121
25
8.57
0.3
1.68
0
14.45
5
0
2,204
870
28
78
0
1,228
2,023
8
F9
Frontier Airlines Inc.
STT
Charlotte Amalie, VI: Cyril E King
14
3
0.07
0
1.1
0
1.83
0
0
135
4
0
41
0
90
2,023
8
F9
Frontier Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
62
18
3.72
0.94
1.67
0
11.67
1
0
988
187
60
59
0
682
2,023
8
F9
Frontier Airlines Inc.
TPA
Tampa, FL: Tampa International
501
154
46.76
1.07
24.18
0
82
47
2
13,126
4,245
45
1,159
0
7,677
2,023
8
F9
Frontier Airlines Inc.
TTN
Trenton, NJ: Trenton Mercer
201
69
18.02
2.87
7.02
0
41.09
15
0
6,228
1,497
207
502
0
4,022
2,023
8
F9
Frontier Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
11
3
0
0
1.07
0
1.93
0
0
100
0
0
26
0
74
2,023
8
F9
Frontier Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
17
3
1
0
1
0
1
0
0
70
19
0
26
0
25
2,023
8
G4
Allegiant Air
ABE
Allentown/Bethlehem/Easton, PA: Lehigh Valley International
154
36
13.13
1.89
7.04
0
13.94
3
0
2,064
678
65
499
0
822
2,023
8
G4
Allegiant Air
ALB
Albany, NY: Albany International
44
13
6.8
2.14
2.12
0
1.94
0
0
1,131
643
237
62
0
189
2,023
8
G4
Allegiant Air
ATW
Appleton, WI: Appleton International
82
35
10.62
0.37
10.65
0
13.35
1
0
2,109
984
19
413
0
693
2,023
8
G4
Allegiant Air
AUS
Austin, TX: Austin - Bergstrom International
104
17
5.7
3.47
3.84
1
2.99
0
0
914
285
311
170
58
90
2,023
8
G4
Allegiant Air
AVL
Asheville, NC: Asheville Regional
266
83
8.48
9.16
29.56
0
35.79
2
1
4,385
319
634
1,444
0
1,988
2,023
8
G4
Allegiant Air
AZA
Phoenix, AZ: Phoenix - Mesa Gateway
358
98
34.84
5.85
26.23
0.4
30.68
2
2
6,971
3,049
1,180
1,025
23
1,694
2,023
8
G4
Allegiant Air
BGR
Bangor, ME: Bangor International
26
6
3.46
0
2.54
0
0
0
0
458
153
0
305
0
0
2,023
8
G4
Allegiant Air
BIL
Billings, MT: Billings Logan International
20
7
1.98
0
3.01
0
2.02
0
1
186
65
0
83
0
38