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
AA
American Airlines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
260
81
36.3
5.43
8.22
0.01
31.03
3
0
8,545
4,730
632
338
1
2,844
2,023
8
AA
American Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
641
189
61.79
10.27
40.74
1.59
74.61
5
0
14,516
4,349
1,070
1,574
84
7,439
2,023
8
AA
American Airlines Inc.
SFO
San Francisco, CA: San Francisco International
918
276
94.14
8.78
45.44
0
127.63
5
1
28,084
12,613
680
1,829
0
12,962
2,023
8
AA
American Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
171
33
18.17
0.89
2.92
1.3
9.72
0
0
3,896
2,821
155
143
50
727
2,023
8
AA
American Airlines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
293
82
29.23
6.67
13.53
0.03
32.54
2
1
6,076
2,586
329
672
4
2,485
2,023
8
AA
American Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
313
119
43.71
1.08
10.82
0
63.39
3
1
10,264
3,366
49
512
0
6,337
2,023
8
AA
American Airlines Inc.
SMF
Sacramento, CA: Sacramento International
315
111
41.88
1.89
13.13
0
54.1
1
0
7,722
2,902
149
550
0
4,121
2,023
8
AA
American Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
577
112
44.65
4.66
24.16
0.6
37.92
5
1
8,848
3,918
280
753
21
3,876
2,023
8
AA
American Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
125
39
12.27
1.28
7
0
18.45
8
0
3,587
1,305
164
288
0
1,830
2,023
8
AA
American Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
582
191
69.94
9.16
26.13
0.2
85.58
2
1
15,799
5,974
870
969
72
7,914
2,023
8
AA
American Airlines Inc.
STT
Charlotte Amalie, VI: Cyril E King
113
11
1.2
1.84
5.63
0
2.33
0
0
853
148
159
209
0
337
2,023
8
AA
American Airlines Inc.
STX
Christiansted, VI: Henry E. Rohlsen
47
12
6.21
1.88
1.79
0
2.12
0
0
453
245
60
66
0
82
2,023
8
AA
American Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
135
42
13.43
1.28
4.65
0.36
22.27
1
1
3,026
794
147
181
39
1,865
2,023
8
AA
American Airlines Inc.
TPA
Tampa, FL: Tampa International
1,029
289
83.75
8.57
63.52
2.76
130.4
73
2
26,179
7,021
944
3,402
93
14,719
2,023
8
AA
American Airlines Inc.
TUL
Tulsa, OK: Tulsa International
167
46
23.06
1.36
2.48
0.18
18.91
2
0
4,889
3,018
65
124
7
1,675
2,023
8
AA
American Airlines Inc.
TUS
Tucson, AZ: Tucson International
260
69
26.88
1.57
6.6
0
33.95
3
2
4,472
1,972
191
238
0
2,071
2,023
8
AA
American Airlines Inc.
TVC
Traverse City, MI: Cherry Capital
31
12
3.72
0
0.28
0
8
0
0
969
186
0
6
0
777
2,023
8
AA
American Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
115
31
10.4
0.24
5.08
0.21
15.08
1
0
1,793
571
20
234
17
951
2,023
8
AA
American Airlines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
219
76
18.84
3.83
17.73
0
35.59
1
0
7,843
1,685
628
760
0
4,770
2,023
8
AA
American Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
60
15
2.43
0
2.07
0
10.5
1
1
2,577
232
0
110
0
2,235
2,023
8
AS
Alaska Airlines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
79
21
6.21
0.16
7.57
0
7.06
0
0
1,054
561
13
231
0
249
2,023
8
AS
Alaska Airlines Inc.
ADK
Adak Island, AK: Adak
9
1
1
0
0
0
0
1
0
23
23
0
0
0
0
2,023
8
AS
Alaska Airlines Inc.
ADQ
Kodiak, AK: Kodiak Airport
79
12
3.14
0
2.69
0
6.17
2
0
411
143
0
67
0
201
2,023
8
AS
Alaska Airlines Inc.
AKN
King Salmon, AK: King Salmon Airport
39
4
1.8
0
0.58
0
1.63
0
0
120
54
0
18
0
48
2,023
8
AS
Alaska Airlines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
1,463
312
76.22
0.92
100.1
24.46
110.29
10
1
12,998
3,741
328
3,051
638
5,240
2,023
8
AS
Alaska Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
124
24
6.6
0
10.13
0
7.27
0
2
987
241
0
450
0
296
2,023
8
AS
Alaska Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
279
61
16.45
0.37
33.74
0
10.44
1
0
2,715
1,177
11
1,153
0
374
2,023
8
AS
Alaska Airlines Inc.
BET
Bethel, AK: Bethel Airport
62
12
3.24
1
3.95
0
3.81
4
0
372
71
26
119
0
156
2,023
8
AS
Alaska Airlines Inc.
BNA
Nashville, TN: Nashville International
89
18
6.5
0
4.82
0
6.68
0
0
577
313
0
107
0
157
2,023
8
AS
Alaska Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
27
9
1.92
0
2.34
0
4.73
0
0
607
296
0
55
0
256
2,023
8
AS
Alaska Airlines Inc.
BOS
Boston, MA: Logan International
257
63
12.3
5.4
34.58
0.1
10.63
0
0
3,581
670
259
1,915
2
735
2,023
8
AS
Alaska Airlines Inc.
BRW
Barrow, AK: Wiley Post/Will Rogers Memorial
31
9
2.9
1
0.9
0
4.2
0
0
536
231
45
42
0
218
2,023
8
AS
Alaska Airlines Inc.
BUR
Burbank, CA: Bob Hope
182
43
11.67
0
15.75
0
15.59
0
2
1,859
461
0
562
0
836
2,023
8
AS
Alaska Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
62
11
4.41
0
2.54
0
4.05
0
1
319
121
0
80
0
118
2,023
8
AS
Alaska Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
89
21
8.05
0
4.76
0
8.19
0
0
797
425
0
166
0
206
2,023
8
AS
Alaska Airlines Inc.
CDV
Cordova, AK: Merle K Mudhole Smith
62
14
2.38
0
2.32
0
9.31
0
0
681
68
0
123
0
490
2,023
8
AS
Alaska Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
31
5
2.44
0
2.56
0
0
0
2
126
66
0
60
0
0
2,023
8
AS
Alaska Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
62
8
3.73
0
2.58
0
1.7
0
0
267
166
0
60
0
41
2,023
8
AS
Alaska Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
62
9
4.88
0
2.36
0
1.76
0
1
263
167
0
63
0
33
2,023
8
AS
Alaska Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
31
3
0.92
0
1.43
0
0.66
0
0
183
120
0
44
0
19
2,023
8
AS
Alaska Airlines Inc.
DAL
Dallas, TX: Dallas Love Field
87
14
5.96
0
5.93
0
2.11
0
0
437
206
0
165
0
66
2,023
8
AS
Alaska Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
155
34
6.1
0
21.51
0
6.4
0
1
1,611
394
0
887
0
330
2,023
8
AS
Alaska Airlines Inc.
DEN
Denver, CO: Denver International
216
36
6.43
1.62
16.56
0
11.39
0
1
2,322
850
76
897
0
499
2,023
8
AS
Alaska Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
235
96
23.23
0
52.72
1.67
18.38
0
2
4,188
1,076
0
2,237
49
826
2,023
8
AS
Alaska Airlines Inc.
DLG
Dillingham, AK: Dillingham Airport
35
4
1
0
0.21
0
2.79
1
0
126
33
0
10
0
83
2,023
8
AS
Alaska Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
62
12
3.22
0
3.58
0
5.2
0
1
394
118
0
125
0
151
2,023
8
AS
Alaska Airlines Inc.
ELP
El Paso, TX: El Paso International
31
12
1.78
0
7.54
0.69
1.98
0
0
324
68
0
167
18
71
2,023
8
AS
Alaska Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
31
13
1.91
0
8.04
0
3.05
0
0
423
134
0
212
0
77
2,023
8
AS
Alaska Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
337
80
22.1
1.09
34.05
0
22.77
3
0
4,694
1,556
232
1,051
0
1,855
2,023
8
AS
Alaska Airlines Inc.
FAI
Fairbanks, AK: Fairbanks International
241
49
8.56
0
19.83
0
20.61
0
0
1,976
394
0
509
0
1,073
2,023
8
AS
Alaska Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
31
9
4.8
0
2.98
0
1.22
0
0
238
104
0
112
0
22
2,023
8
AS
Alaska Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
31
11
1.06
1
7.22
0
1.71
0
1
419
35
119
193
0
72
2,023
8
AS
Alaska Airlines Inc.
GEG
Spokane, WA: Spokane International
217
65
18.57
4.9
13.94
2.64
24.94
1
0
2,473
726
218
416
55
1,058
2,023
8
AS
Alaska Airlines Inc.
GST
Gustavus, AK: Gustavus Airport
14
2
0
0
0.03
0
1.97
0
0
145
0
0
2
0
143
2,023
8
AS
Alaska Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
372
93
27.14
4.02
40.65
0.87
20.32
0
1
4,502
1,879
273
1,439
30
881
2,023
8
AS
Alaska Airlines Inc.
IAD
Washington, DC: Washington Dulles International
248
48
11.54
1.04
12.39
1
22.03
2
1
2,805
605
97
429
16
1,658
2,023
8
AS
Alaska Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
89
21
9.43
0
5.9
0
5.67
0
0
944
561
0
171
0
212
2,023
8
AS
Alaska Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
62
19
7.98
0
2.53
0.8
7.69
0
0
735
404
0
66
16
249
2,023
8
AS
Alaska Airlines Inc.
JAC
Jackson, WY: Jackson Hole
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
AS
Alaska Airlines Inc.
JFK
New York, NY: John F. Kennedy International
372
68
12.39
3.1
37.77
0
14.74
1
1
2,948
656
140
1,524
0
628
2,023
8
AS
Alaska Airlines Inc.
JNU
Juneau, AK: Juneau International
475
72
23.19
0.5
15.72
0.98
31.61
1
1
4,065
1,688
8
568
28
1,773
2,023
8
AS
Alaska Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
186
28
7.26
0
8.52
0
12.22
0
1
1,475
430
0
298
0
747
2,023
8
AS
Alaska Airlines Inc.
KTN
Ketchikan, AK: Ketchikan International
248
31
14.7
0
8.86
0
7.44
1
0
1,910
1,161
0
290
0
459
2,023
8
AS
Alaska Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
331
85
17.73
4.54
39.37
1
22.36
0
0
3,733
1,089
235
1,424
30
955
2,023
8
AS
Alaska Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
860
217
61.02
4.46
83.52
3.33
64.67
4
0
13,128
5,908
332
2,644
133
4,111
2,023
8
AS
Alaska Airlines Inc.
LIH
Lihue, HI: Lihue Airport
76
12
2.38
0.17
8.93
0
0.52
0
0
628
245
7
342
0
34
2,023
8
AS
Alaska Airlines Inc.
MCI
Kansas City, MO: Kansas City International
89
24
6.84
0
10.52
0
6.64
0
1
983
405
0
387
0
191
2,023
8
AS
Alaska Airlines Inc.
MCO
Orlando, FL: Orlando International
185
40
7.88
1.26
19.33
0.22
11.3
0
2
2,172
883
112
737
18
422
2,023
8
AS
Alaska Airlines Inc.
MIA
Miami, FL: Miami International
31
16
6.68
1
8.32
0
0
0
1
719
258
135
326
0
0
2,023
8
AS
Alaska Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
45
7
1.44
0
4.17
0
1.39
0
1
194
45
0
113
0
36
2,023
8
AS
Alaska Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
106
27
7.05
0.83
9.66
0
9.46
0
0
870
227
19
240
0
384
2,023
8
AS
Alaska Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
51
18
4.87
0
5.87
0.1
7.15
0
1
474
145
0
152
3
174
2,023
8
AS
Alaska Airlines Inc.
OAK
Oakland, CA: Metro Oakland International
89
28
7.49
0
8.23
1
11.28
0
0
1,108
433
0
212
17
446
2,023
8
AS
Alaska Airlines Inc.
OGG
Kahului, HI: Kahului Airport
232
31
5.4
6.46
16.67
0
2.46
0
1
1,783
230
749
707
0
97
2,023
8
AS
Alaska Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
31
10
2.9
0
5.87
0
1.24
0
0
327
154
0
146
0
27
2,023
8
AS
Alaska Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
44
3
2.77
0
0.23
0
0
0
0
88
80
0
8
0
0
2,023
8
AS
Alaska Airlines Inc.
OME
Nome, AK: Nome Airport
35
11
4.62
0
2.2
0
4.18
0
0
317
141
0
64
0
112
2,023
8
AS
Alaska Airlines Inc.
ONT
Ontario, CA: Ontario International
147
49
12.56
0
19.61
0
16.83
1
0
1,686
477
0
525
0
684
2,023
8
AS
Alaska Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
351
88
16.68
2.66
48.29
0.94
19.43
0
4
3,840
1,001
386
1,746
17
690
2,023
8
AS
Alaska Airlines Inc.
OTZ
Kotzebue, AK: Ralph Wien Memorial
31
7
1
0
1
0
5
0
0
187
21
0
22
0
144
2,023
8
AS
Alaska Airlines Inc.
PDX
Portland, OR: Portland International
1,318
259
50.6
2.67
66.49
2.48
136.76
5
1
11,977
2,599
98
1,916
47
7,317
2,023
8
AS
Alaska Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
62
9
3.87
0
2.47
0
2.67
0
0
291
113
0
61
0
117
2,023
8
AS
Alaska Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
320
94
22.33
0
43.44
0
28.23
1
1
3,586
1,192
0
1,233
0
1,161
2,023
8
AS
Alaska Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
62
12
1.93
0
2.76
0
7.31
0
0
302
83
0
53
0
166
2,023
8
AS
Alaska Airlines Inc.
PSC
Pasco/Kennewick/Richland, WA: Tri Cities
62
8
1.41
0
2.52
0
4.08
0
0
276
37
0
55
0
184
2,023
8
AS
Alaska Airlines Inc.
PSG
Petersburg, AK: Petersburg James A Johnson
62
13
0.93
0
4.2
0
7.87
0
0
493
21
0
95
0
377
2,023
8
AS
Alaska Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
25
8
1.45
0
3.58
0
2.97
0
0
266
102
0
81
0
83
2,023
8
AS
Alaska Airlines Inc.
RDM
Bend/Redmond, OR: Roberts Field
93
16
5.89
0
4.64
0
5.47
0
0
477
216
0
100
0
161
2,023
8
AS
Alaska Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
62
12
4.04
0
3.38
0
4.58
0
0
498
228
0
107
0
163
2,023
8
AS
Alaska Airlines Inc.
RNO
Reno, NV: Reno/Tahoe International
93
13
4.17
0
5.18
0
3.65
0
0
507
225
0
114
0
168
2,023
8
AS
Alaska Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
8
3
0.19
1
0.32
0
1.49
0
0
99
3
16
12
0
68
2,023
8
AS
Alaska Airlines Inc.
SAN
San Diego, CA: San Diego International
810
168
41.99
5.58
63.66
2.27
54.5
6
1
8,834
2,564
575
2,089
38
3,568
2,023
8
AS
Alaska Airlines Inc.
SAT
San Antonio, TX: San Antonio International
44
15
2.52
0
5.92
0
6.56
0
0
434
74
0
119
0
241
2,023
8
AS
Alaska Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
31
5
1
0
1.54
0
2.46
0
0
131
18
0
38
0
75
2,023
8
AS
Alaska Airlines Inc.
SCC
Deadhorse, AK: Deadhorse Airport
37
5
1.14
1
1.26
0
1.6
2
1
248
43
110
51
0
44
2,023
8
AS
Alaska Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
7,771
1,420
332.51
41.88
449.5
10.93
585.17
26
13
78,535
26,310
3,680
14,449
364
33,732
2,023
8
AS
Alaska Airlines Inc.
SFO
San Francisco, CA: San Francisco International
1,138
218
58.04
11.88
71.79
1
75.29
3
1
12,349
4,311
530
2,526
18
4,964
2,023
8
AS
Alaska Airlines Inc.
SIT
Sitka, AK: Sitka Rocky Gutierrez
155
26
11.95
0.96
3.97
0
9.12
0
1
1,266
686
49
160
0
371
2,023
8
AS
Alaska Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
281
44
13.26
1
7.55
1
21.19
0
0
2,004
828
17
161
15
983
2,023
8
AS
Alaska Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
95
19
4.77
1
8.56
0
4.68
0
0
906
301
15
312
0
278