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
AS
Alaska Airlines Inc.
SMF
Sacramento, CA: Sacramento International
88
29
6.74
0
9.71
0
12.56
0
0
961
288
0
220
0
453
2,023
8
AS
Alaska Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
340
45
14.73
0
17.65
0
12.62
1
1
1,937
913
0
514
0
510
2,023
8
AS
Alaska Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
89
29
10.47
0
9.57
0
8.96
0
0
1,035
434
0
257
0
344
2,023
8
AS
Alaska Airlines Inc.
STS
Santa Rosa, CA: Charles M. Schulz - Sonoma County
62
18
1.98
0
10.79
0
5.24
0
0
674
55
0
294
0
325
2,023
8
AS
Alaska Airlines Inc.
TPA
Tampa, FL: Tampa International
62
17
4.46
0.93
5.74
0
5.87
4
0
582
260
14
161
0
147
2,023
8
AS
Alaska Airlines Inc.
TUS
Tucson, AZ: Tucson International
31
8
2.27
0
5.73
0
0
0
0
338
145
0
193
0
0
2,023
8
AS
Alaska Airlines Inc.
WRG
Wrangell, AK: Wrangell Airport
62
17
4.26
0.89
5.52
1
5.33
0
0
781
290
42
140
20
289
2,023
8
AS
Alaska Airlines Inc.
YAK
Yakutat, AK: Yakutat Airport
62
12
2
0
2.37
0
7.63
0
0
537
161
0
50
0
326
2,023
8
B6
JetBlue Airways
ABQ
Albuquerque, NM: Albuquerque International Sunport
31
18
8.61
0
3.9
0
5.49
0
0
1,758
798
0
305
0
655
2,023
8
B6
JetBlue Airways
ACK
Nantucket, MA: Nantucket Memorial
219
59
25.58
3.25
7.15
0
23.03
2
0
4,683
1,657
293
442
0
2,291
2,023
8
B6
JetBlue Airways
ALB
Albany, NY: Albany International
62
32
15.92
2
5.85
0.47
7.76
3
0
3,192
1,417
66
447
52
1,210
2,023
8
B6
JetBlue Airways
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
309
132
56.63
2.85
34.86
0.32
37.34
10
5
10,535
4,426
131
2,244
7
3,727
2,023
8
B6
JetBlue Airways
AUS
Austin, TX: Austin - Bergstrom International
93
23
13.81
0.65
6.58
0
1.96
3
0
1,237
752
47
249
0
189
2,023
8
B6
JetBlue Airways
AVL
Asheville, NC: Asheville Regional
31
4
0.13
0.98
1.08
0
1.8
0
0
482
25
59
31
0
367
2,023
8
B6
JetBlue Airways
BDL
Hartford, CT: Bradley International
248
117
50.31
2.12
14.08
1.19
49.29
6
0
9,338
4,349
55
639
33
4,262
2,023
8
B6
JetBlue Airways
BNA
Nashville, TN: Nashville International
166
55
25.72
1.55
11.97
0
15.76
7
0
4,141
2,079
69
630
0
1,363
2,023
8
B6
JetBlue Airways
BOS
Boston, MA: Logan International
3,614
1,330
321.33
13.74
413.34
0.79
580.8
90
5
123,051
37,416
854
23,757
19
61,005
2,023
8
B6
JetBlue Airways
BQN
Aguadilla, PR: Rafael Hernandez
184
73
33.16
1.31
15.36
0
23.17
8
0
6,887
3,662
63
663
0
2,499
2,023
8
B6
JetBlue Airways
BTV
Burlington, VT: Burlington International
58
23
9.98
0
4.11
0
8.91
1
0
1,889
621
0
220
0
1,048
2,023
8
B6
JetBlue Airways
BUF
Buffalo, NY: Buffalo Niagara International
257
100
43.14
3.47
18.57
0
34.82
8
0
8,361
2,924
407
1,360
0
3,670
2,023
8
B6
JetBlue Airways
BUR
Burbank, CA: Bob Hope
31
15
10.02
0
2.65
0
2.33
1
0
844
548
0
184
0
112
2,023
8
B6
JetBlue Airways
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
62
11
3.96
0
1.02
0
6.02
1
0
1,364
641
0
188
0
535
2,023
8
B6
JetBlue Airways
BZN
Bozeman, MT: Bozeman Yellowstone International
31
7
2.69
0
1.62
0
2.68
0
0
539
130
0
40
0
369
2,023
8
B6
JetBlue Airways
CHS
Charleston, SC: Charleston AFB/International
243
53
19.58
0.94
14.54
0
17.94
6
2
3,377
1,365
27
550
0
1,435
2,023
8
B6
JetBlue Airways
CLE
Cleveland, OH: Cleveland-Hopkins International
89
36
18.87
0
5.73
0
11.4
2
1
1,880
941
0
302
0
637
2,023
8
B6
JetBlue Airways
CLT
Charlotte, NC: Charlotte Douglas International
58
16
7.81
0
3.16
0
5.02
1
3
1,455
675
0
195
0
585
2,023
8
B6
JetBlue Airways
DCA
Washington, DC: Ronald Reagan Washington National
714
228
91.3
6.15
52.5
0.27
77.78
24
5
19,614
8,507
484
3,160
28
7,435
2,023
8
B6
JetBlue Airways
DEN
Denver, CO: Denver International
192
73
38.61
1.47
15.25
0.14
17.52
1
1
5,444
3,032
62
893
3
1,454
2,023
8
B6
JetBlue Airways
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
31
14
8.77
0
1.86
0
3.38
0
0
982
604
0
106
0
272
2,023
8
B6
JetBlue Airways
DTW
Detroit, MI: Detroit Metro Wayne County
182
67
33.76
0
10.62
0
22.62
4
0
4,669
2,347
0
516
0
1,806
2,023
8
B6
JetBlue Airways
EWR
Newark, NJ: Newark Liberty International
520
162
63.73
1.37
25.02
0.91
70.97
14
1
14,649
5,386
149
1,377
30
7,707
2,023
8
B6
JetBlue Airways
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
1,518
503
197.86
3.68
105.07
1.6
194.79
56
14
43,978
19,652
883
5,297
71
18,075
2,023
8
B6
JetBlue Airways
HPN
White Plains, NY: Westchester County
403
148
54.82
5.16
18.5
0.48
69.03
9
3
12,786
4,565
484
970
31
6,736
2,023
8
B6
JetBlue Airways
HYA
Hyannis, MA: Cape Cod Gateway
62
6
3.14
0
0.54
0
2.33
0
1
592
292
0
37
0
263
2,023
8
B6
JetBlue Airways
IAH
Houston, TX: George Bush Intercontinental/Houston
93
37
20.16
1
7.5
0
8.33
2
1
3,178
2,008
22
325
0
823
2,023
8
B6
JetBlue Airways
JAX
Jacksonville, FL: Jacksonville International
197
70
33.59
2.44
7.1
0
26.88
14
0
5,379
2,559
271
406
0
2,143
2,023
8
B6
JetBlue Airways
JFK
New York, NY: John F. Kennedy International
3,466
1,223
385.04
21.57
221.4
2.12
592.87
109
3
113,183
39,141
2,478
12,126
148
59,290
2,023
8
B6
JetBlue Airways
LAS
Las Vegas, NV: Harry Reid International
254
108
51.29
1.37
28.98
0.39
25.96
13
0
9,155
4,989
70
1,681
31
2,384
2,023
8
B6
JetBlue Airways
LAX
Los Angeles, CA: Los Angeles International
1,105
362
146.08
3.67
131.12
1.07
80.06
14
1
26,620
13,357
239
5,543
40
7,441
2,023
8
B6
JetBlue Airways
LGA
New York, NY: LaGuardia
1,325
358
126.28
7.82
82.43
0.75
140.72
41
14
30,214
10,386
748
5,516
15
13,549
2,023
8
B6
JetBlue Airways
MCI
Kansas City, MO: Kansas City International
62
17
9.85
0
4.74
0
2.41
0
1
1,592
802
0
558
0
232
2,023
8
B6
JetBlue Airways
MCO
Orlando, FL: Orlando International
1,535
531
224.54
4.25
109.09
0.04
193.08
48
14
51,826
23,580
294
7,426
7
20,519
2,023
8
B6
JetBlue Airways
MIA
Miami, FL: Miami International
184
58
26.98
1
17.11
0
12.9
10
5
6,131
3,418
155
1,183
0
1,375
2,023
8
B6
JetBlue Airways
MKE
Milwaukee, WI: General Mitchell International
62
23
14.11
0
3.6
0
5.29
0
0
1,114
707
0
188
0
219
2,023
8
B6
JetBlue Airways
MSP
Minneapolis, MN: Minneapolis-St Paul International
31
11
5.79
0
2.64
0
2.57
1
0
1,118
599
0
166
0
353
2,023
8
B6
JetBlue Airways
MSY
New Orleans, LA: Louis Armstrong New Orleans International
124
40
16.22
1.27
10.07
0
12.44
4
2
2,891
1,417
123
448
0
903
2,023
8
B6
JetBlue Airways
MVY
Martha's Vineyard, MA: Martha's Vineyard Airport
167
45
26.83
0
5.49
0
12.68
2
0
2,953
1,519
0
342
0
1,092
2,023
8
B6
JetBlue Airways
ONT
Ontario, CA: Ontario International
31
17
7.88
0
0.71
0
8.41
2
1
1,695
816
0
56
0
823
2,023
8
B6
JetBlue Airways
ORD
Chicago, IL: Chicago O'Hare International
62
21
10.33
0
6.42
0
4.25
0
0
1,429
877
0
207
0
345
2,023
8
B6
JetBlue Airways
ORH
Worcester, MA: Worcester Regional
62
20
14.58
0
2.56
0
2.86
2
1
1,692
1,241
0
172
0
279
2,023
8
B6
JetBlue Airways
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
458
160
56.75
0.71
38.82
0.56
63.16
9
1
13,130
4,293
35
2,562
24
6,216
2,023
8
B6
JetBlue Airways
PDX
Portland, OR: Portland International
62
25
13.12
1.92
6.24
1
2.72
1
0
1,717
797
257
431
34
198
2,023
8
B6
JetBlue Airways
PHL
Philadelphia, PA: Philadelphia International
58
18
6.86
1
2.22
0
7.92
2
0
852
248
118
90
0
396
2,023
8
B6
JetBlue Airways
PHX
Phoenix, AZ: Phoenix Sky Harbor International
62
31
17.88
0
4.7
0
8.42
2
2
2,226
1,347
0
251
0
628
2,023
8
B6
JetBlue Airways
PIT
Pittsburgh, PA: Pittsburgh International
88
32
18.12
1
3.26
0
9.62
2
0
2,324
965
67
213
0
1,079
2,023
8
B6
JetBlue Airways
PSE
Ponce, PR: Mercedita
62
34
15.99
0.43
2.21
0
15.37
1
0
3,458
1,655
29
98
0
1,676
2,023
8
B6
JetBlue Airways
PVD
Providence, RI: Rhode Island Tf Green International
93
32
13.32
1.87
8.41
0.41
7.99
5
1
2,646
1,164
143
462
12
865
2,023
8
B6
JetBlue Airways
PWM
Portland, ME: Portland International Jetport
110
35
15.45
0
6.48
0
13.07
2
0
2,314
1,020
0
330
0
964
2,023
8
B6
JetBlue Airways
RDU
Raleigh/Durham, NC: Raleigh-Durham International
325
129
69.53
1.35
20.03
0.23
37.86
11
1
9,961
5,398
69
849
10
3,635
2,023
8
B6
JetBlue Airways
RIC
Richmond, VA: Richmond International
151
80
38.33
3.38
9.16
0
29.13
8
0
6,298
2,920
267
440
0
2,671
2,023
8
B6
JetBlue Airways
RNO
Reno, NV: Reno/Tahoe International
62
28
14.16
0
4.14
0
9.7
2
0
2,305
1,118
0
247
0
940
2,023
8
B6
JetBlue Airways
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
93
40
19.1
0
6.01
0
14.88
1
0
2,926
1,311
0
341
0
1,274
2,023
8
B6
JetBlue Airways
RSW
Fort Myers, FL: Southwest Florida International
273
79
39.59
0
21.54
0
17.87
9
5
6,020
3,009
0
1,114
0
1,897
2,023
8
B6
JetBlue Airways
SAN
San Diego, CA: San Diego International
154
60
24.45
3.02
20.73
0.5
11.31
1
1
3,085
1,352
251
824
9
649
2,023
8
B6
JetBlue Airways
SAT
San Antonio, TX: San Antonio International
62
13
6.32
0
5.86
0
0.83
0
0
560
283
0
244
0
33
2,023
8
B6
JetBlue Airways
SAV
Savannah, GA: Savannah/Hilton Head International
124
33
16.97
0
4.17
0.61
11.25
5
0
2,920
1,524
0
325
63
1,008
2,023
8
B6
JetBlue Airways
SEA
Seattle, WA: Seattle/Tacoma International
182
47
23.62
0
15.56
0
7.82
3
1
2,954
1,496
0
741
0
717
2,023
8
B6
JetBlue Airways
SFO
San Francisco, CA: San Francisco International
448
133
60.79
2.64
39.78
0
29.79
4
0
7,994
4,494
66
1,350
0
2,084
2,023
8
B6
JetBlue Airways
SJC
San Jose, CA: Norman Y. Mineta San Jose International
62
29
13.63
0
4.16
0.5
10.71
0
1
1,512
822
0
131
14
545
2,023
8
B6
JetBlue Airways
SJU
San Juan, PR: Luis Munoz Marin International
883
411
204.49
7.56
76.05
0.44
122.47
26
3
37,422
19,109
571
4,561
38
13,143
2,023
8
B6
JetBlue Airways
SLC
Salt Lake City, UT: Salt Lake City International
217
74
34.48
4.27
9.88
0.39
24.98
3
0
6,102
2,939
277
646
12
2,228
2,023
8
B6
JetBlue Airways
SMF
Sacramento, CA: Sacramento International
62
27
11.64
0
5.57
0
9.79
0
0
2,060
1,019
0
281
0
760
2,023
8
B6
JetBlue Airways
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
31
4
1.38
0
1.26
0
1.36
4
0
530
32
0
445
0
53
2,023
8
B6
JetBlue Airways
STT
Charlotte Amalie, VI: Cyril E King
35
22
7.16
0
3.55
1.51
9.78
2
0
1,584
417
0
184
41
942
2,023
8
B6
JetBlue Airways
SYR
Syracuse, NY: Syracuse Hancock International
93
38
14.59
1.17
5.85
0
16.39
2
0
4,104
1,313
296
384
0
2,111
2,023
8
B6
JetBlue Airways
TPA
Tampa, FL: Tampa International
477
156
72.69
0.97
24.7
0.76
56.87
45
5
12,917
6,455
64
910
29
5,459
2,023
8
DL
Delta Air Lines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
144
31
15.53
0.08
8.77
0
6.62
2
0
1,513
741
10
310
0
452
2,023
8
DL
Delta Air Lines Inc.
ALB
Albany, NY: Albany International
120
38
21.66
2.89
4.11
0
9.34
3
0
3,431
2,293
134
145
0
859
2,023
8
DL
Delta Air Lines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
331
44
16.98
2.87
15.33
0
8.82
0
1
2,346
1,226
227
363
0
530
2,023
8
DL
Delta Air Lines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
19,716
3,416
928.68
169.57
935.84
1
1,380.91
475
125
303,248
110,115
22,089
70,200
43
100,801
2,023
8
DL
Delta Air Lines Inc.
ATW
Appleton, WI: Appleton International
31
4
1.09
1
0.79
0
1.12
1
0
574
125
292
105
0
52
2,023
8
DL
Delta Air Lines Inc.
AUS
Austin, TX: Austin - Bergstrom International
1,082
242
121.28
5.98
40.5
0
74.24
20
5
19,570
10,166
817
2,111
0
6,476
2,023
8
DL
Delta Air Lines Inc.
AVL
Asheville, NC: Asheville Regional
191
38
14.94
5.02
8.19
0
9.85
7
0
2,336
848
280
414
0
794
2,023
8
DL
Delta Air Lines Inc.
BDL
Hartford, CT: Bradley International
361
56
37.15
2.4
5.12
0
11.32
2
0
4,051
2,959
176
258
0
658
2,023
8
DL
Delta Air Lines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
254
54
24.52
3.1
10.8
0
15.58
14
0
3,290
1,132
519
429
0
1,210
2,023
8
DL
Delta Air Lines Inc.
BIL
Billings, MT: Billings Logan International
103
21
15.58
0
1.44
0
3.98
2
0
1,672
1,254
0
60
0
358
2,023
8
DL
Delta Air Lines Inc.
BIS
Bismarck/Mandan, ND: Bismarck Municipal
31
12
8.13
0
1.41
0
2.45
0
0
811
579
0
55
0
177
2,023
8
DL
Delta Air Lines Inc.
BNA
Nashville, TN: Nashville International
736
152
77.38
7.17
24.1
0
43.36
9
0
10,263
4,982
626
1,360
0
3,295
2,023
8
DL
Delta Air Lines Inc.
BOI
Boise, ID: Boise Air Terminal
283
51
21.86
4.01
10.44
0
14.69
3
0
3,198
1,584
240
441
0
933
2,023
8
DL
Delta Air Lines Inc.
BOS
Boston, MA: Logan International
2,338
498
129.94
16.81
147.11
0
204.14
27
3
37,855
12,993
1,479
6,823
0
16,560
2,023
8
DL
Delta Air Lines Inc.
BTR
Baton Rouge, LA: Baton Rouge Metropolitan/Ryan Field
143
23
13.16
1.47
4.68
0
3.68
4
1
2,031
1,280
175
402
0
174
2,023
8
DL
Delta Air Lines Inc.
BTV
Burlington, VT: Burlington International
44
10
5.15
0.08
1.93
0
2.84
0
0
558
253
15
53
0
237
2,023
8
DL
Delta Air Lines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
250
78
40.4
2.74
15.61
0
19.26
5
0
5,486
3,022
295
671
0
1,498
2,023
8
DL
Delta Air Lines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
466
106
50.14
9.16
14.73
0
31.97
6
0
8,290
2,981
1,728
1,123
0
2,458
2,023
8
DL
Delta Air Lines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
199
40
25.11
0
4.38
0
10.51
2
1
3,325
2,628
0
202
0
495
2,023
8
DL
Delta Air Lines Inc.
CAE
Columbia, SC: Columbia Metropolitan
133
17
5.57
2.66
2.42
0
6.35
3
0
880
278
177
94
0
331
2,023
8
DL
Delta Air Lines Inc.
CHA
Chattanooga, TN: Lovell Field
94
24
13.74
1.22
3.65
0
5.4
4
0
2,007
1,301
77
118
0
511
2,023
8
DL
Delta Air Lines Inc.
CHO
Charlottesville, VA: Charlottesville Albemarle
31
3
1.13
1
0.02
0
0.85
0
0
317
74
83
1
0
159
2,023
8
DL
Delta Air Lines Inc.
CHS
Charleston, SC: Charleston AFB/International
347
60
26.6
2.68
13.18
0
17.55
12
1
3,695
1,801
128
679
0
1,087
2,023
8
DL
Delta Air Lines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
31
5
3.17
0
1.25
0
0.58
1
0
341
121
0
186
0
34