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
AS
Alaska Airlines Inc.
DAL
Dallas, TX: Dallas Love Field
88
18
6.91
0.82
1.41
0
8.86
0
0
825
341
41
49
0
394
2,023
7
AS
Alaska Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
155
28
9.27
0
12.77
0
5.96
0
2
1,065
475
0
394
0
196
2,023
7
AS
Alaska Airlines Inc.
DEN
Denver, CO: Denver International
217
44
9.94
0
27.03
0
7.03
0
2
2,508
567
0
1,433
0
508
2,023
7
AS
Alaska Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
216
54
25.04
0
13.58
0.14
15.24
0
0
2,085
1,041
0
447
6
591
2,023
7
AS
Alaska Airlines Inc.
DLG
Dillingham, AK: Dillingham Airport
34
4
0.64
0
1.44
0
1.92
1
0
297
44
0
95
0
158
2,023
7
AS
Alaska Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
62
14
4.62
0
1.86
0
7.52
0
0
548
145
0
66
0
337
2,023
7
AS
Alaska Airlines Inc.
ELP
El Paso, TX: El Paso International
31
1
0.33
0
0.67
0
0
0
0
18
6
0
12
0
0
2,023
7
AS
Alaska Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
31
5
3
0
0.05
0
1.95
0
0
222
186
0
1
0
35
2,023
7
AS
Alaska Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
336
100
7.96
5.36
68.9
0
17.78
6
9
12,021
631
551
9,143
0
1,696
2,023
7
AS
Alaska Airlines Inc.
FAI
Fairbanks, AK: Fairbanks International
222
28
11.18
0
4.73
0
12.09
1
0
1,293
791
0
158
0
344
2,023
7
AS
Alaska Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
31
8
1.94
0
2.5
0
3.56
0
0
210
51
0
55
0
104
2,023
7
AS
Alaska Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
31
6
2
0.64
2.36
0
1
0
0
155
37
28
72
0
18
2,023
7
AS
Alaska Airlines Inc.
GEG
Spokane, WA: Spokane International
200
62
21.25
0
8.79
0
31.96
0
0
3,141
1,267
0
278
0
1,596
2,023
7
AS
Alaska Airlines Inc.
GST
Gustavus, AK: Gustavus Airport
31
1
0.95
0
0.05
0
0
0
0
42
40
0
2
0
0
2,023
7
AS
Alaska Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
372
107
30.42
1.77
44.88
0
29.93
0
2
4,408
1,263
71
1,580
0
1,494
2,023
7
AS
Alaska Airlines Inc.
IAD
Washington, DC: Washington Dulles International
248
52
9.7
1
9.19
0
32.11
5
1
3,296
564
28
391
0
2,313
2,023
7
AS
Alaska Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
88
24
9.08
0
3.88
0.29
10.75
0
0
1,098
530
0
244
7
317
2,023
7
AS
Alaska Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
62
13
4
0
0.35
0
8.65
0
0
439
182
0
13
0
244
2,023
7
AS
Alaska Airlines Inc.
JAC
Jackson, WY: Jackson Hole
23
5
1
0
0.57
0
3.43
0
0
227
43
0
21
0
163
2,023
7
AS
Alaska Airlines Inc.
JFK
New York, NY: John F. Kennedy International
369
135
20.43
13.7
73.25
0
27.62
1
4
12,555
1,703
1,829
7,363
0
1,660
2,023
7
AS
Alaska Airlines Inc.
JNU
Juneau, AK: Juneau International
489
75
28.19
0
10.58
0
36.23
2
1
3,493
1,367
0
256
0
1,870
2,023
7
AS
Alaska Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
186
43
10.09
0.16
19.89
0
12.86
0
0
1,730
601
9
670
0
450
2,023
7
AS
Alaska Airlines Inc.
KTN
Ketchikan, AK: Ketchikan International
248
36
16.89
0
6.43
0
12.69
1
0
1,985
741
0
187
0
1,057
2,023
7
AS
Alaska Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
332
59
16.12
2.77
17.49
0
22.62
2
0
3,940
879
241
1,281
0
1,539
2,023
7
AS
Alaska Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
849
212
60.81
4.95
43.01
1.6
101.64
10
2
14,230
3,227
237
1,596
55
9,115
2,023
7
AS
Alaska Airlines Inc.
LIH
Lihue, HI: Lihue Airport
85
27
4.25
0.94
17.95
0
3.86
0
0
1,125
384
16
609
0
116
2,023
7
AS
Alaska Airlines Inc.
MCI
Kansas City, MO: Kansas City International
88
13
5.44
0
2.98
0
4.58
0
1
469
259
0
74
0
136
2,023
7
AS
Alaska Airlines Inc.
MCO
Orlando, FL: Orlando International
186
46
12.92
1.17
25.22
0.16
6.53
0
0
2,913
1,082
91
1,269
9
462
2,023
7
AS
Alaska Airlines Inc.
MIA
Miami, FL: Miami International
31
6
0.94
1
3.06
0
1
0
0
149
15
20
87
0
27
2,023
7
AS
Alaska Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
44
4
2
0
1.28
0
0.72
0
0
111
66
0
24
0
21
2,023
7
AS
Alaska Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
106
23
4.96
0
2.86
0
15.18
1
0
1,038
427
0
96
0
515
2,023
7
AS
Alaska Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
60
9
5.89
0
0.11
0
3
0
1
606
508
0
11
0
87
2,023
7
AS
Alaska Airlines Inc.
OAK
Oakland, CA: Metro Oakland International
88
22
4.22
0
3.47
0
14.31
0
0
1,138
411
0
97
0
630
2,023
7
AS
Alaska Airlines Inc.
OGG
Kahului, HI: Kahului Airport
234
46
12.35
0
25.44
0.1
8.11
0
1
1,984
525
0
899
6
554
2,023
7
AS
Alaska Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
31
2
0.05
0
1.68
0
0.26
0
0
64
1
0
58
0
5
2,023
7
AS
Alaska Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
44
4
1
0
0
0
3
0
0
241
42
0
0
0
199
2,023
7
AS
Alaska Airlines Inc.
OME
Nome, AK: Nome Airport
35
8
4.2
0
1.08
0
2.72
1
0
508
307
0
23
0
178
2,023
7
AS
Alaska Airlines Inc.
ONT
Ontario, CA: Ontario International
145
31
8.6
0
6.04
0
16.36
0
0
1,303
351
0
147
0
805
2,023
7
AS
Alaska Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
346
74
23.81
1
28.32
0
20.87
1
4
4,407
1,385
55
2,160
0
807
2,023
7
AS
Alaska Airlines Inc.
OTZ
Kotzebue, AK: Ralph Wien Memorial
31
6
0.07
0
0.79
0
5.14
0
1
321
8
0
22
0
291
2,023
7
AS
Alaska Airlines Inc.
PDX
Portland, OR: Portland International
1,289
309
70.87
5.37
87.88
1.85
143.03
7
0
16,980
4,529
1,069
3,461
113
7,808
2,023
7
AS
Alaska Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
62
16
2.9
0
7.38
0
5.72
0
0
699
136
0
397
0
166
2,023
7
AS
Alaska Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
324
79
12.65
1
31.92
0
33.43
1
2
3,636
1,093
19
1,051
0
1,473
2,023
7
AS
Alaska Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
62
16
5.33
0
2.98
0
7.68
0
0
496
207
0
68
0
221
2,023
7
AS
Alaska Airlines Inc.
PSC
Pasco/Kennewick/Richland, WA: Tri Cities
62
9
5.35
0
1.69
0
1.96
0
0
397
174
0
176
0
47
2,023
7
AS
Alaska Airlines Inc.
PSG
Petersburg, AK: Petersburg James A Johnson
62
10
1.08
0
0.75
0
8.16
0
0
901
68
0
22
0
811
2,023
7
AS
Alaska Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
28
7
3.18
0
1.06
0
2.77
0
0
462
242
0
23
0
197
2,023
7
AS
Alaska Airlines Inc.
RDM
Bend/Redmond, OR: Roberts Field
93
18
6.64
0
2.6
0
8.77
0
1
1,152
429
0
86
0
637
2,023
7
AS
Alaska Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
62
6
3.2
0
1.18
0
1.62
0
2
368
266
0
52
0
50
2,023
7
AS
Alaska Airlines Inc.
RNO
Reno, NV: Reno/Tahoe International
93
19
8.05
0
1.48
0
9.47
0
0
1,051
620
0
48
0
383
2,023
7
AS
Alaska Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
9
3
1
0
0.38
0
1.62
0
0
127
51
0
23
0
53
2,023
7
AS
Alaska Airlines Inc.
SAN
San Diego, CA: San Diego International
800
196
44.72
6.44
62.74
0.68
81.42
3
0
12,653
3,125
298
2,443
56
6,731
2,023
7
AS
Alaska Airlines Inc.
SAT
San Antonio, TX: San Antonio International
41
10
2.64
0
1.64
0
5.72
0
0
338
111
0
60
0
167
2,023
7
AS
Alaska Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
31
4
2
0
0
0
2
0
0
85
50
0
0
0
35
2,023
7
AS
Alaska Airlines Inc.
SCC
Deadhorse, AK: Deadhorse Airport
34
7
0
5.98
0.02
0
1
1
0
981
0
951
4
0
26
2,023
7
AS
Alaska Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
7,633
1,622
406.94
61.19
537.64
9.74
606.5
32
15
91,175
28,397
5,376
18,201
567
38,634
2,023
7
AS
Alaska Airlines Inc.
SFO
San Francisco, CA: San Francisco International
1,135
317
78.89
17.63
88.65
0.92
130.9
10
0
22,984
6,718
1,124
3,950
53
11,139
2,023
7
AS
Alaska Airlines Inc.
SIT
Sitka, AK: Sitka Rocky Gutierrez
155
26
5.68
0
2.57
0
17.75
0
0
908
176
0
78
0
654
2,023
7
AS
Alaska Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
289
53
18.52
0
5.49
0
28.99
0
0
3,007
1,013
0
168
0
1,826
2,023
7
AS
Alaska Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
98
19
8.83
0
2.92
0
7.25
0
0
738
371
0
71
0
296
2,023
7
AS
Alaska Airlines Inc.
SMF
Sacramento, CA: Sacramento International
88
26
9.93
0
6.22
0
9.86
0
0
1,060
433
0
137
0
490
2,023
7
AS
Alaska Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
341
35
18.6
0
4.58
0
11.82
3
0
1,290
774
0
120
0
396
2,023
7
AS
Alaska Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
86
21
8.19
0
1.9
0
10.91
0
0
1,061
433
0
77
0
551
2,023
7
AS
Alaska Airlines Inc.
STS
Santa Rosa, CA: Charles M. Schulz - Sonoma County
48
5
1.71
0
1.55
0
1.74
0
0
326
86
0
68
0
172
2,023
7
AS
Alaska Airlines Inc.
TPA
Tampa, FL: Tampa International
62
14
3.48
0
4.01
0
6.51
0
0
394
111
0
127
0
156
2,023
7
AS
Alaska Airlines Inc.
TUS
Tucson, AZ: Tucson International
31
4
2
0
2
0
0
0
0
108
75
0
33
0
0
2,023
7
AS
Alaska Airlines Inc.
WRG
Wrangell, AK: Wrangell Airport
62
11
0.28
0
1.07
0
9.65
0
1
914
9
0
34
0
871
2,023
7
AS
Alaska Airlines Inc.
YAK
Yakutat, AK: Yakutat Airport
62
6
1.22
0
0.53
0
4.25
0
1
271
104
0
10
0
157
2,023
7
B6
JetBlue Airways
ABQ
Albuquerque, NM: Albuquerque International Sunport
31
19
6.95
0.23
2.4
0
9.42
6
0
1,709
562
27
118
0
1,002
2,023
7
B6
JetBlue Airways
ACK
Nantucket, MA: Nantucket Memorial
223
79
23.06
19
8.34
0
28.61
18
2
7,069
1,897
1,689
496
0
2,987
2,023
7
B6
JetBlue Airways
ALB
Albany, NY: Albany International
62
33
12.74
3.48
7.37
0
9.4
0
1
3,984
1,698
631
530
0
1,125
2,023
7
B6
JetBlue Airways
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
301
153
73.06
4.98
38.35
0.45
36.16
19
2
13,311
6,163
796
2,288
26
4,038
2,023
7
B6
JetBlue Airways
AUS
Austin, TX: Austin - Bergstrom International
93
39
18.93
1.83
12.96
0
5.28
2
0
3,557
1,920
473
759
0
405
2,023
7
B6
JetBlue Airways
AVL
Asheville, NC: Asheville Regional
31
11
4.68
0
3.22
0
3.1
0
0
1,500
543
0
587
0
370
2,023
7
B6
JetBlue Airways
BDL
Hartford, CT: Bradley International
252
117
46.64
3.44
15.17
0
51.76
9
3
10,179
4,082
275
793
0
5,029
2,023
7
B6
JetBlue Airways
BNA
Nashville, TN: Nashville International
173
74
30.44
3.28
22.32
0
17.96
12
0
6,909
3,104
308
1,625
0
1,872
2,023
7
B6
JetBlue Airways
BOS
Boston, MA: Logan International
3,580
1,519
424.69
34.25
402.08
0.95
657.03
215
38
193,606
73,666
3,435
35,391
76
81,038
2,023
7
B6
JetBlue Airways
BQN
Aguadilla, PR: Rafael Hernandez
168
87
35.68
3.71
8.36
0.65
38.6
8
0
9,099
3,101
818
520
112
4,548
2,023
7
B6
JetBlue Airways
BTV
Burlington, VT: Burlington International
57
27
14.88
0
2.21
0
9.91
5
0
2,923
1,823
0
173
0
927
2,023
7
B6
JetBlue Airways
BUF
Buffalo, NY: Buffalo Niagara International
254
104
42.37
3.93
21.39
0
36.32
18
0
12,021
4,783
513
2,092
0
4,633
2,023
7
B6
JetBlue Airways
BUR
Burbank, CA: Bob Hope
31
14
6.8
0.78
2.65
0
3.77
5
1
1,238
652
73
220
0
293
2,023
7
B6
JetBlue Airways
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
62
24
9.35
0.95
6.38
0
7.32
6
0
2,358
793
160
383
0
1,022
2,023
7
B6
JetBlue Airways
BZN
Bozeman, MT: Bozeman Yellowstone International
31
13
5.85
0
4.06
0
3.09
1
0
1,144
633
0
202
0
309
2,023
7
B6
JetBlue Airways
CHS
Charleston, SC: Charleston AFB/International
244
78
32.76
1.77
17.68
0
25.79
10
3
8,160
3,399
505
1,128
0
3,128
2,023
7
B6
JetBlue Airways
CLE
Cleveland, OH: Cleveland-Hopkins International
87
38
19.39
0.76
4.67
0
13.18
5
0
3,731
1,965
221
328
0
1,217
2,023
7
B6
JetBlue Airways
CLT
Charlotte, NC: Charlotte Douglas International
57
12
3.27
0
6.04
0
2.69
4
1
1,365
480
0
568
0
317
2,023
7
B6
JetBlue Airways
DCA
Washington, DC: Ronald Reagan Washington National
717
286
99.82
13.42
84.3
2.94
85.53
46
8
29,735
11,241
1,003
7,744
104
9,643
2,023
7
B6
JetBlue Airways
DEN
Denver, CO: Denver International
217
108
42.9
3.53
33.17
0
28.4
15
6
10,143
4,489
449
2,224
0
2,981
2,023
7
B6
JetBlue Airways
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
31
16
6.28
0
5.44
0
4.28
1
0
1,176
337
0
323
0
516
2,023
7
B6
JetBlue Airways
DTW
Detroit, MI: Detroit Metro Wayne County
173
68
31.97
3.16
10.97
0
21.9
18
0
8,378
3,366
892
772
0
3,348
2,023
7
B6
JetBlue Airways
EWR
Newark, NJ: Newark Liberty International
522
210
59.3
7.11
59.27
0.29
84.03
42
4
21,276
5,249
574
5,116
11
10,326
2,023
7
B6
JetBlue Airways
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
1,507
620
215.17
18.93
131.23
1.97
252.7
69
10
66,732
22,905
2,415
9,320
119
31,973
2,023
7
B6
JetBlue Airways
HPN
White Plains, NY: Westchester County
408
187
54.6
10.17
23.79
0
98.44
21
2
20,720
6,081
1,041
1,596
0
12,002
2,023
7
B6
JetBlue Airways
HYA
Hyannis, MA: Cape Cod Gateway
62
16
7.73
0
0.18
0
8.09
8
1
1,098
410
0
4
0
684
2,023
7
B6
JetBlue Airways
IAH
Houston, TX: George Bush Intercontinental/Houston
92
48
25.02
0
15.37
0
7.61
7
1
4,019
2,593
0
857
0
569
2,023
7
B6
JetBlue Airways
JAX
Jacksonville, FL: Jacksonville International
204
84
33.32
4.18
17.95
0.42
28.14
14
0
9,108
3,226
685
1,054
78
4,065
2,023
7
B6
JetBlue Airways
JFK
New York, NY: John F. Kennedy International
3,494
1,612
436.9
26.61
434.12
1.45
712.92
368
32
201,189
63,384
4,862
40,085
76
92,782
2,023
7
B6
JetBlue Airways
LAS
Las Vegas, NV: Harry Reid International
279
143
59.95
4.65
43.1
0
35.3
16
2
12,336
4,671
485
3,589
0
3,591
2,023
7
B6
JetBlue Airways
LAX
Los Angeles, CA: Los Angeles International
1,086
422
154.11
15.33
114.52
2.75
135.29
32
3
38,024
15,627
1,888
5,193
97
15,219
2,023
7
B6
JetBlue Airways
LGA
New York, NY: LaGuardia
1,309
454
133.84
9.94
136.52
3.54
170.15
117
25
51,711
19,142
1,504
12,717
155
18,193