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
AA
American Airlines Inc.
PVD
Providence, RI: Rhode Island Tf Green International
150
68
21.42
1.15
9.1
0
36.33
0
0
6,181
1,685
51
569
0
3,876
2,023
6
AA
American Airlines Inc.
PWM
Portland, ME: Portland International Jetport
218
47
17.22
1.24
5.61
0
22.93
5
0
3,559
1,079
64
452
0
1,964
2,023
6
AA
American Airlines Inc.
RAP
Rapid City, SD: Rapid City Regional
8
3
2
0
1
0
0
0
0
88
72
0
16
0
0
2,023
6
AA
American Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
955
293
90.6
14.04
46.35
0.01
141.99
13
4
27,843
8,898
986
2,214
9
15,736
2,023
6
AA
American Airlines Inc.
RIC
Richmond, VA: Richmond International
319
107
32.51
4.46
15.65
0.03
54.35
5
2
10,011
2,756
711
817
1
5,726
2,023
6
AA
American Airlines Inc.
RNO
Reno, NV: Reno/Tahoe International
190
54
23.06
4.14
6.72
0
20.08
2
0
5,643
4,024
162
210
0
1,247
2,023
6
AA
American Airlines Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
86
32
10.7
2.84
3.19
0
15.27
0
0
2,177
706
249
138
0
1,084
2,023
6
AA
American Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
361
107
25.68
5
27.1
0.89
48.33
4
3
10,456
2,411
458
1,446
34
6,107
2,023
6
AA
American Airlines Inc.
SAN
San Diego, CA: San Diego International
693
273
98.15
11.67
47.52
0.13
115.52
5
0
22,338
7,612
749
1,913
2
12,062
2,023
6
AA
American Airlines Inc.
SAT
San Antonio, TX: San Antonio International
636
212
74.15
15.75
33.98
0.27
87.85
8
1
19,904
7,772
1,258
1,625
25
9,224
2,023
6
AA
American Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
146
47
20.01
3.47
7.39
0
16.13
2
0
3,402
1,579
283
463
0
1,077
2,023
6
AA
American Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
90
50
16.29
2.65
10.64
0
20.42
0
0
4,499
1,804
93
571
0
2,031
2,023
6
AA
American Airlines Inc.
SBP
San Luis Obispo, CA: San Luis County Regional
54
26
9.8
0.43
8.71
0
7.06
2
0
1,866
892
33
293
0
648
2,023
6
AA
American Airlines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
200
85
26.35
5.96
16.61
2
34.07
2
2
8,272
2,522
414
981
114
4,241
2,023
6
AA
American Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
602
179
73.92
9.54
28.76
2.98
63.8
4
1
16,532
6,538
1,758
1,333
84
6,819
2,023
6
AA
American Airlines Inc.
SFO
San Francisco, CA: San Francisco International
855
295
100.24
12.36
68.28
0.45
113.66
11
0
30,792
14,042
836
3,487
15
12,412
2,023
6
AA
American Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
150
42
12.33
1.53
11.53
0
16.61
0
0
2,267
666
109
555
0
937
2,023
6
AA
American Airlines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
296
103
45.84
4.01
22.19
0.19
30.77
1
0
8,855
3,671
654
1,078
8
3,444
2,023
6
AA
American Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
303
116
36.11
8.32
15.42
0
56.15
1
1
10,009
3,000
649
680
0
5,680
2,023
6
AA
American Airlines Inc.
SMF
Sacramento, CA: Sacramento International
290
112
35.28
6.78
12.58
0.42
56.94
2
0
11,018
3,207
326
562
25
6,898
2,023
6
AA
American Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
566
160
52.42
7.49
56.75
0.53
42.81
3
1
8,793
3,994
312
2,046
8
2,433
2,023
6
AA
American Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
118
46
11.94
1.37
14.55
0.29
17.85
0
1
2,486
754
57
665
5
1,005
2,023
6
AA
American Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
577
206
78.83
9.6
46
0
71.57
4
1
14,445
5,612
1,025
2,096
0
5,712
2,023
6
AA
American Airlines Inc.
STT
Charlotte Amalie, VI: Cyril E King
132
23
7.47
0.86
9.18
0
5.5
0
1
1,451
429
70
407
0
545
2,023
6
AA
American Airlines Inc.
STX
Christiansted, VI: Henry E. Rohlsen
64
18
3.96
3.58
4.51
0.05
5.91
0
0
1,589
161
878
170
2
378
2,023
6
AA
American Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
116
38
11.09
2.73
7.4
0
16.79
0
0
3,728
585
436
352
0
2,355
2,023
6
AA
American Airlines Inc.
TPA
Tampa, FL: Tampa International
1,024
351
99.38
17.01
100.12
1.03
133.46
12
5
28,413
7,609
1,607
6,979
45
12,173
2,023
6
AA
American Airlines Inc.
TUL
Tulsa, OK: Tulsa International
124
55
18.82
4.83
11.89
0
19.46
1
0
5,208
1,388
606
608
0
2,606
2,023
6
AA
American Airlines Inc.
TUS
Tucson, AZ: Tucson International
266
84
26.53
5.32
11.36
0
40.79
2
0
5,978
1,551
690
559
0
3,178
2,023
6
AA
American Airlines Inc.
TVC
Traverse City, MI: Cherry Capital
30
14
3.73
0.61
1.5
0
8.16
0
0
833
176
19
55
0
583
2,023
6
AA
American Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
140
63
25.02
4.42
9.54
0
24.02
0
0
4,730
2,147
464
399
0
1,720
2,023
6
AA
American Airlines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
242
69
18.9
6.3
14.44
0
29.36
1
1
5,704
1,258
1,032
775
0
2,639
2,023
6
AA
American Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
57
7
5.03
0
0
0
1.97
0
1
964
181
0
0
0
783
2,023
6
AS
Alaska Airlines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
48
11
4.48
0
3.77
0
2.74
0
0
341
149
0
94
0
98
2,023
6
AS
Alaska Airlines Inc.
ADK
Adak Island, AK: Adak
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
AS
Alaska Airlines Inc.
ADQ
Kodiak, AK: Kodiak Airport
80
12
4.81
0.26
2.24
0
4.7
3
0
508
225
19
52
0
212
2,023
6
AS
Alaska Airlines Inc.
AKN
King Salmon, AK: King Salmon Airport
48
5
2.69
0
1.4
0
0.92
0
0
184
120
0
31
0
33
2,023
6
AS
Alaska Airlines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
1,331
274
84.29
2.32
71.07
18.01
98.31
11
1
11,278
4,469
176
2,334
495
3,804
2,023
6
AS
Alaska Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
120
41
9.04
0.38
17.86
0
13.73
0
1
1,576
405
6
610
0
555
2,023
6
AS
Alaska Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
255
64
15.18
0.47
34.18
0
14.17
1
1
3,370
953
16
1,553
0
848
2,023
6
AS
Alaska Airlines Inc.
BET
Bethel, AK: Bethel Airport
60
13
6.8
1.26
2.12
1
1.82
3
0
454
238
68
69
16
63
2,023
6
AS
Alaska Airlines Inc.
BNA
Nashville, TN: Nashville International
70
25
6.73
0
11.75
0.5
6.02
0
1
800
290
0
322
20
168
2,023
6
AS
Alaska Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
38
12
1.23
0
4.53
0
6.24
0
0
306
35
0
105
0
166
2,023
6
AS
Alaska Airlines Inc.
BOS
Boston, MA: Logan International
238
98
16.12
0
68.23
0
13.65
0
0
4,490
1,233
0
2,556
0
701
2,023
6
AS
Alaska Airlines Inc.
BRW
Barrow, AK: Wiley Post/Will Rogers Memorial
30
10
3.37
0
2.39
0
4.25
0
0
249
78
0
50
0
121
2,023
6
AS
Alaska Airlines Inc.
BUR
Burbank, CA: Bob Hope
176
37
13
0
10.27
0
13.73
0
0
1,554
583
0
357
0
614
2,023
6
AS
Alaska Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
46
17
6.58
0.4
5.08
0
4.95
0
1
710
288
12
136
0
274
2,023
6
AS
Alaska Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
88
26
7.49
0.07
7.38
0
11.06
0
0
1,041
214
5
207
0
615
2,023
6
AS
Alaska Airlines Inc.
CDV
Cordova, AK: Merle K Mudhole Smith
60
10
2
0
1.86
0
6.14
0
0
293
60
0
47
0
186
2,023
6
AS
Alaska Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
30
9
1.33
0
7.67
0
0
0
0
198
36
0
162
0
0
2,023
6
AS
Alaska Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
46
19
3.73
0
11.75
0.39
3.13
0
1
596
126
0
299
9
162
2,023
6
AS
Alaska Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
46
14
1.96
0
7.82
0
4.22
0
0
493
88
0
197
0
208
2,023
6
AS
Alaska Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
30
10
2.91
0
3.77
0
3.32
0
0
476
95
0
134
0
247
2,023
6
AS
Alaska Airlines Inc.
DAL
Dallas, TX: Dallas Love Field
72
17
6.19
0
6.72
0
4.09
0
1
918
578
0
185
0
155
2,023
6
AS
Alaska Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
150
44
15.89
0
25.73
0
2.38
0
1
3,127
1,747
0
1,225
0
155
2,023
6
AS
Alaska Airlines Inc.
DEN
Denver, CO: Denver International
192
51
10.95
4.8
27.81
0
7.44
0
1
2,509
425
323
1,465
0
296
2,023
6
AS
Alaska Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
200
89
20.46
0
55.09
0
13.45
0
1
3,617
837
0
1,918
0
862
2,023
6
AS
Alaska Airlines Inc.
DLG
Dillingham, AK: Dillingham Airport
32
5
3.17
0
1.83
0
0
1
0
110
52
0
58
0
0
2,023
6
AS
Alaska Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
60
27
5.72
0.47
13.93
0.57
6.31
0
0
915
287
8
368
16
236
2,023
6
AS
Alaska Airlines Inc.
ELP
El Paso, TX: El Paso International
30
8
1.17
0
2.85
0
3.98
0
0
285
39
0
83
0
163
2,023
6
AS
Alaska Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
30
9
2.06
0
1.66
0
5.29
0
0
460
71
0
50
0
339
2,023
6
AS
Alaska Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
313
113
22.96
3.76
69.71
0
16.57
4
11
7,046
1,347
476
3,719
0
1,504
2,023
6
AS
Alaska Airlines Inc.
FAI
Fairbanks, AK: Fairbanks International
178
47
16.56
0
13.94
0
16.49
1
0
1,585
647
0
329
0
609
2,023
6
AS
Alaska Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
30
6
1
0
3.4
0
1.6
0
0
133
20
0
53
0
60
2,023
6
AS
Alaska Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
30
8
2.21
0
5.79
0
0
1
1
357
102
0
255
0
0
2,023
6
AS
Alaska Airlines Inc.
GEG
Spokane, WA: Spokane International
166
38
11.71
0
12.87
0.62
12.8
1
0
1,731
776
0
393
13
549
2,023
6
AS
Alaska Airlines Inc.
GST
Gustavus, AK: Gustavus Airport
30
2
1.96
0
0.04
0
0
0
0
140
136
0
4
0
0
2,023
6
AS
Alaska Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
332
47
14.99
0
13.47
0.82
17.73
1
2
2,023
790
0
427
63
743
2,023
6
AS
Alaska Airlines Inc.
IAD
Washington, DC: Washington Dulles International
214
55
14.9
0
26.03
1
13.07
2
2
2,738
757
0
669
17
1,295
2,023
6
AS
Alaska Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
72
35
5.61
0
17.18
0.8
11.41
0
0
1,223
334
0
495
20
374
2,023
6
AS
Alaska Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
60
20
8.52
0
3.32
0
8.16
0
0
873
533
0
99
0
241
2,023
6
AS
Alaska Airlines Inc.
JAC
Jackson, WY: Jackson Hole
22
3
2
0
1
0
0
0
0
124
76
0
48
0
0
2,023
6
AS
Alaska Airlines Inc.
JFK
New York, NY: John F. Kennedy International
358
137
14.4
5.59
87.5
0.47
29.03
0
1
7,465
744
942
4,352
16
1,411
2,023
6
AS
Alaska Airlines Inc.
JNU
Juneau, AK: Juneau International
464
75
20.48
0.45
21.95
0
32.12
1
0
3,046
933
27
566
0
1,520
2,023
6
AS
Alaska Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
180
23
7.81
0.29
10.55
0
4.35
0
0
1,179
421
8
519
0
231
2,023
6
AS
Alaska Airlines Inc.
KTN
Ketchikan, AK: Ketchikan International
226
40
15.8
0
8.19
0
16
0
0
1,869
897
0
238
0
734
2,023
6
AS
Alaska Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
384
90
30.86
0
36.17
0
22.97
0
1
3,959
1,820
0
1,160
0
979
2,023
6
AS
Alaska Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
802
156
54.02
2.72
46.01
0.35
52.9
3
0
9,163
3,391
590
1,518
8
3,656
2,023
6
AS
Alaska Airlines Inc.
LIH
Lihue, HI: Lihue Airport
82
13
2.04
0
7.96
1
2
0
0
560
129
0
304
26
101
2,023
6
AS
Alaska Airlines Inc.
MCI
Kansas City, MO: Kansas City International
70
27
8.26
0
11.95
0
6.8
0
0
1,169
596
0
353
0
220
2,023
6
AS
Alaska Airlines Inc.
MCO
Orlando, FL: Orlando International
180
46
7.5
0.19
30.25
0
8.05
0
3
2,514
315
14
1,726
0
459
2,023
6
AS
Alaska Airlines Inc.
MIA
Miami, FL: Miami International
30
11
3
0
6.5
0.5
1
0
2
308
50
0
133
9
116
2,023
6
AS
Alaska Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
37
10
4.11
0
5.29
0
0.6
0
0
285
119
0
135
0
31
2,023
6
AS
Alaska Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
96
22
7.25
0
4.43
0
10.32
0
0
952
385
0
134
0
433
2,023
6
AS
Alaska Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
47
14
3.57
0.65
3.44
1.63
4.72
0
1
546
154
45
132
44
171
2,023
6
AS
Alaska Airlines Inc.
OAK
Oakland, CA: Metro Oakland International
74
19
3.34
0
1.67
0
13.99
0
0
900
267
0
42
0
591
2,023
6
AS
Alaska Airlines Inc.
OGG
Kahului, HI: Kahului Airport
227
32
5.85
0
17.84
0
8.31
0
0
1,015
279
0
440
0
296
2,023
6
AS
Alaska Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
30
9
1
0
8
0
0
0
1
228
35
0
193
0
0
2,023
6
AS
Alaska Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
37
8
2.83
0
5.17
0
0
0
0
277
180
0
97
0
0
2,023
6
AS
Alaska Airlines Inc.
OME
Nome, AK: Nome Airport
46
9
4.97
0
1.09
0
2.93
0
0
417
232
0
23
0
162
2,023
6
AS
Alaska Airlines Inc.
ONT
Ontario, CA: Ontario International
142
28
6.49
0
7.31
0
14.2
0
0
1,000
253
0
204
0
543
2,023
6
AS
Alaska Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
316
118
22.53
3
61.84
0.89
29.74
0
2
5,068
1,417
236
2,351
24
1,040
2,023
6
AS
Alaska Airlines Inc.
OTZ
Kotzebue, AK: Ralph Wien Memorial
45
7
2.4
1
0.82
0
2.78
0
2
365
134
36
47
0
148
2,023
6
AS
Alaska Airlines Inc.
PAE
Everett, WA: Snohomish County
16
4
0.09
0
1.37
0
2.54
0
0
172
2
0
42
0
128
2,023
6
AS
Alaska Airlines Inc.
PDX
Portland, OR: Portland International
1,321
294
69.36
6.51
84.6
2.93
130.6
2
2
14,407
3,866
501
2,880
125
7,035
2,023
6
AS
Alaska Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
60
16
2.33
0
10.21
0
3.46
1
1
446
67
0
294
0
85
2,023
6
AS
Alaska Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
317
70
24.01
0
19.45
0
26.54
0
0
3,024
1,162
0
516
0
1,346
2,023
6
AS
Alaska Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
46
21
7.31
0
6.21
0
7.48
0
0
754
215
0
186
0
353
2,023
6
AS
Alaska Airlines Inc.
PSC
Pasco/Kennewick/Richland, WA: Tri Cities
60
16
4.52
0
5.93
0
5.55
0
0
729
349
0
148
0
232
2,023
6
AS
Alaska Airlines Inc.
PSG
Petersburg, AK: Petersburg James A Johnson
60
13
3
0.28
4.44
0
5.28
0
0
543
185
13
131
0
214