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
G4
Allegiant Air
GSP
Greer, SC: Greenville-Spartanburg International
27
15
3.76
3.12
2.01
0
6.11
0
0
1,546
471
384
139
0
552
2,023
7
G4
Allegiant Air
GTF
Great Falls, MT: Great Falls International
9
5
1.48
0
2.87
0
0.65
0
0
273
104
0
118
0
51
2,023
7
G4
Allegiant Air
HGR
Hagerstown, MD: Hagerstown Regional-Richard A. Henson Field
27
10
1
2.33
2.96
0
3.71
1
0
730
77
108
274
0
271
2,023
7
G4
Allegiant Air
HOU
Houston, TX: William P Hobby
45
13
2.49
0
5.09
0
5.41
0
0
652
129
0
199
0
324
2,023
7
G4
Allegiant Air
HTS
Ashland, WV: Tri-State/Milton J. Ferguson Field
74
21
4.83
1.83
4.82
0.82
8.7
1
0
1,263
371
168
203
14
507
2,023
7
G4
Allegiant Air
IAD
Washington, DC: Washington Dulles International
45
24
2.35
1.66
8.41
0
11.58
1
0
1,594
135
137
404
0
918
2,023
7
G4
Allegiant Air
IAG
Niagara Falls, NY: Niagara Falls International
27
2
0
0
0
0
2
0
1
46
0
0
0
0
46
2,023
7
G4
Allegiant Air
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
59
11
3.11
1.01
4.48
0
2.4
1
0
818
290
134
316
0
78
2,023
7
G4
Allegiant Air
IDA
Idaho Falls, ID: Idaho Falls Regional
72
17
3.5
0.67
2.81
0
10.03
0
0
1,077
314
24
73
0
666
2,023
7
G4
Allegiant Air
IND
Indianapolis, IN: Indianapolis International
193
69
11.4
9.93
16.65
0
31.01
1
1
5,755
757
502
762
0
3,734
2,023
7
G4
Allegiant Air
JAX
Jacksonville, FL: Jacksonville International
77
31
7.75
2.22
9.8
0.41
10.82
2
0
2,125
482
76
706
14
847
2,023
7
G4
Allegiant Air
LAS
Las Vegas, NV: Harry Reid International
727
307
47.31
9.93
101.4
0.57
147.79
4
2
31,863
8,942
931
5,966
74
15,950
2,023
7
G4
Allegiant Air
LAX
Los Angeles, CA: Los Angeles International
226
68
24.75
3.57
8.41
0.66
30.62
0
1
7,070
3,858
407
407
48
2,350
2,023
7
G4
Allegiant Air
LCK
Columbus, OH: Rickenbacker International
143
36
8.08
6.94
8.78
0
12.2
1
3
2,609
802
409
536
0
862
2,023
7
G4
Allegiant Air
LEX
Lexington, KY: Blue Grass
105
28
10.06
2.11
8.95
0
6.88
1
1
2,773
1,368
99
784
0
522
2,023
7
G4
Allegiant Air
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
36
13
2.11
1.64
3.62
0
5.63
0
0
635
121
116
114
0
284
2,023
7
G4
Allegiant Air
LRD
Laredo, TX: Laredo International
9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
G4
Allegiant Air
MCI
Kansas City, MO: Kansas City International
32
3
1.46
0
1.54
0
0
0
0
183
142
0
41
0
0
2,023
7
UA
United Air Lines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
569
185
78.34
11.69
22.15
0
72.82
23
2
14,612
5,318
1,421
1,485
0
6,388
2,023
7
UA
United Air Lines Inc.
RIC
Richmond, VA: Richmond International
124
56
18.68
2.35
8.31
0
26.66
3
0
3,824
931
204
437
0
2,252
2,023
7
UA
United Air Lines Inc.
RNO
Reno, NV: Reno/Tahoe International
171
60
20.92
2.12
4.02
0
32.94
5
1
4,952
1,283
312
298
0
3,059
2,023
7
UA
United Air Lines Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
78
50
17.57
1.89
4.21
0
26.33
5
0
4,036
1,050
302
336
0
2,348
2,023
7
UA
United Air Lines Inc.
RSW
Fort Myers, FL: Southwest Florida International
305
115
40.7
5.89
27.75
0
40.66
13
3
10,486
3,913
736
1,711
0
4,126
2,023
7
UA
United Air Lines Inc.
SAN
San Diego, CA: San Diego International
946
254
105.74
15.64
30.66
0
101.96
26
0
17,529
7,428
1,208
1,313
0
7,580
2,023
7
UA
United Air Lines Inc.
SAT
San Antonio, TX: San Antonio International
534
175
77
6.78
21.11
0
70.11
12
0
13,304
5,631
497
825
0
6,351
2,023
7
UA
United Air Lines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
129
38
10.4
1.57
16.87
0
9.16
4
0
2,424
702
147
644
0
931
2,023
7
UA
United Air Lines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
92
34
8.76
1.53
4.74
0
18.97
0
1
2,422
649
75
136
0
1,562
2,023
7
UA
United Air Lines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
93
34
12.21
1.26
4.3
0
16.23
0
0
3,081
986
137
228
0
1,730
2,023
7
UA
United Air Lines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
939
333
136.4
14.94
62.35
0
119.32
24
1
25,318
8,888
1,912
2,870
0
11,648
2,023
7
UA
United Air Lines Inc.
SFO
San Francisco, CA: San Francisco International
4,363
1,140
467.28
52.91
249.28
0
370.53
111
6
88,068
36,789
4,298
10,209
0
36,772
2,023
7
UA
United Air Lines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
120
40
16.61
0.8
2.41
0
20.18
2
0
3,365
1,336
40
88
0
1,901
2,023
7
UA
United Air Lines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
246
110
49.28
1.61
28.2
0
30.91
5
1
8,769
4,180
133
1,072
0
3,384
2,023
7
UA
United Air Lines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
323
96
38.41
4.47
14.62
0
38.5
8
0
7,800
2,741
527
692
0
3,840
2,023
7
UA
United Air Lines Inc.
SMF
Sacramento, CA: Sacramento International
355
148
62.58
8.16
16.03
0
61.22
16
1
10,445
3,679
744
829
0
5,193
2,023
7
UA
United Air Lines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
568
161
67.62
4.92
27.26
0
61.19
18
3
10,474
4,459
263
1,246
0
4,506
2,023
7
UA
United Air Lines Inc.
SPN
Saipan, TT: Francisco C. Ada Saipan International
40
2
1.69
0
0.31
0
0
0
0
41
36
0
5
0
0
2,023
7
UA
United Air Lines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
93
41
14.23
4.6
12.43
0
9.74
3
0
3,405
950
528
729
0
1,198
2,023
7
UA
United Air Lines Inc.
STL
St. Louis, MO: St Louis Lambert International
263
94
35.65
6
16.18
0
36.17
8
4
7,044
2,440
722
797
0
3,085
2,023
7
UA
United Air Lines Inc.
STT
Charlotte Amalie, VI: Cyril E King
82
18
9.71
0
6.62
0
1.67
1
0
928
596
0
198
0
134
2,023
7
UA
United Air Lines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
93
63
27.32
3.16
8.26
0
24.26
3
0
6,339
2,618
430
582
0
2,709
2,023
7
UA
United Air Lines Inc.
TPA
Tampa, FL: Tampa International
617
207
87.38
14.69
49.96
0
54.98
18
3
16,620
6,169
1,404
3,043
0
6,004
2,023
7
UA
United Air Lines Inc.
TUL
Tulsa, OK: Tulsa International
54
23
8.01
1.68
2.37
0
10.94
0
0
1,596
506
117
146
0
827
2,023
7
UA
United Air Lines Inc.
TVC
Traverse City, MI: Cherry Capital
98
29
6.65
1.4
4.48
0
16.47
2
0
2,222
340
56
302
0
1,524
2,023
7
WN
Southwest Airlines Co.
ABQ
Albuquerque, NM: Albuquerque International Sunport
977
319
81.35
3.56
38.85
0
195.25
8
0
13,867
3,039
195
1,203
0
9,430
2,023
7
WN
Southwest Airlines Co.
ALB
Albany, NY: Albany International
284
114
41.04
3.73
15.92
0
53.31
2
1
7,193
2,188
309
853
0
3,843
2,023
7
WN
Southwest Airlines Co.
AMA
Amarillo, TX: Rick Husband Amarillo International
202
67
18.45
0
8.98
0
39.57
0
0
3,129
857
0
370
0
1,902
2,023
7
WN
Southwest Airlines Co.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
3,232
967
271.85
27.96
176.22
2.97
488.01
26
11
60,787
14,430
2,361
10,239
97
33,660
2,023
7
WN
Southwest Airlines Co.
AUS
Austin, TX: Austin - Bergstrom International
3,118
838
258.05
19.82
101.49
1.95
456.69
9
0
43,123
12,967
1,493
3,748
53
24,862
2,023
7
WN
Southwest Airlines Co.
BDL
Hartford, CT: Bradley International
330
136
40.46
3.25
20.14
0
72.16
3
2
8,257
2,265
217
993
0
4,782
2,023
7
WN
Southwest Airlines Co.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
344
138
44.83
5.97
17.15
0
70.05
1
2
8,587
2,668
374
871
0
4,674
2,023
7
WN
Southwest Airlines Co.
BLI
Bellingham, WA: Bellingham International
88
43
10.97
0
2.58
0
29.45
0
0
2,192
402
0
141
0
1,649
2,023
7
WN
Southwest Airlines Co.
BNA
Nashville, TN: Nashville International
4,177
1,136
293.85
37.93
174.54
6.81
622.88
29
9
68,491
16,615
3,395
8,468
307
39,706
2,023
7
WN
Southwest Airlines Co.
BOI
Boise, ID: Boise Air Terminal
370
124
42.95
0
10.85
0
70.2
2
3
5,039
1,689
0
310
0
3,040
2,023
7
WN
Southwest Airlines Co.
BOS
Boston, MA: Logan International
590
237
67.92
6.07
77.56
2.06
83.39
19
4
17,218
3,771
678
6,590
36
6,143
2,023
7
WN
Southwest Airlines Co.
BUF
Buffalo, NY: Buffalo Niagara International
357
152
64.11
7.32
21.53
0
59.03
7
2
9,462
3,069
922
1,497
0
3,974
2,023
7
WN
Southwest Airlines Co.
BUR
Burbank, CA: Bob Hope
1,824
425
125.67
1.18
33.21
0.54
264.41
15
2
20,523
6,116
49
1,292
19
13,047
2,023
7
WN
Southwest Airlines Co.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
6,287
1,916
407.9
70.98
474.28
6.52
956.33
79
39
127,795
25,655
6,065
30,220
773
65,082
2,023
7
WN
Southwest Airlines Co.
BZN
Bozeman, MT: Bozeman Yellowstone International
171
71
28.65
0
3.66
0
38.69
0
0
3,781
1,212
0
91
0
2,478
2,023
7
WN
Southwest Airlines Co.
CHS
Charleston, SC: Charleston AFB/International
338
114
32.48
4.15
23.41
0
53.95
1
1
6,558
1,537
451
1,060
0
3,510
2,023
7
WN
Southwest Airlines Co.
CLE
Cleveland, OH: Cleveland-Hopkins International
429
174
61.66
3.37
14.89
0.75
93.33
2
1
10,173
2,676
313
738
12
6,434
2,023
7
WN
Southwest Airlines Co.
CLT
Charlotte, NC: Charlotte Douglas International
273
103
37.35
2.22
12.18
0
51.24
1
2
6,666
1,937
102
556
0
4,071
2,023
7
WN
Southwest Airlines Co.
CMH
Columbus, OH: John Glenn Columbus International
1,057
377
122.48
12.22
46.21
0
196.08
9
3
23,613
6,641
999
2,494
0
13,479
2,023
7
WN
Southwest Airlines Co.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
446
170
62.57
1.78
20.99
0
84.65
4
3
9,564
3,325
156
865
0
5,218
2,023
7
WN
Southwest Airlines Co.
CRP
Corpus Christi, TX: Corpus Christi International
109
18
7.28
0.86
0.62
0
9.24
1
0
562
170
19
18
0
355
2,023
7
WN
Southwest Airlines Co.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
233
95
36.04
2.27
6.35
0
50.34
0
1
5,899
1,765
220
295
0
3,619
2,023
7
WN
Southwest Airlines Co.
DAL
Dallas, TX: Dallas Love Field
6,167
1,732
509.43
36.2
255.78
4.9
925.7
41
11
96,235
24,503
2,659
11,269
124
57,680
2,023
7
WN
Southwest Airlines Co.
DCA
Washington, DC: Ronald Reagan Washington National
1,389
427
99.02
13.21
147.4
0.54
166.83
7
9
24,067
4,770
751
8,452
63
10,031
2,023
7
WN
Southwest Airlines Co.
DEN
Denver, CO: Denver International
8,673
3,037
591.1
78.71
1,068.2
5.65
1,293.34
193
69
194,272
34,179
8,128
68,394
244
83,327
2,023
7
WN
Southwest Airlines Co.
DSM
Des Moines, IA: Des Moines International
150
68
18.2
1.33
7.46
0
41.01
1
0
4,417
977
110
420
0
2,910
2,023
7
WN
Southwest Airlines Co.
DTW
Detroit, MI: Detroit Metro Wayne County
345
152
58.59
5.88
13.16
0
74.38
4
0
9,714
2,579
943
646
0
5,546
2,023
7
WN
Southwest Airlines Co.
ECP
Panama City, FL: Northwest Florida Beaches International
389
132
25.34
1.31
27.3
0.01
78.04
0
0
5,656
929
68
867
1
3,791
2,023
7
WN
Southwest Airlines Co.
ELP
El Paso, TX: El Paso International
778
220
76.43
0.96
18.52
0
124.09
1
0
10,553
3,681
61
617
0
6,194
2,023
7
WN
Southwest Airlines Co.
EUG
Eugene, OR: Mahlon Sweet Field
181
52
11.05
0.21
13.83
0
26.9
0
0
2,334
521
11
404
0
1,398
2,023
7
WN
Southwest Airlines Co.
FAT
Fresno, CA: Fresno Yosemite International
129
45
17.66
0
2.76
0
24.58
0
0
2,233
776
0
103
0
1,354
2,023
7
WN
Southwest Airlines Co.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
1,424
498
120.06
12.18
155.31
1.29
209.17
7
9
30,410
5,995
1,342
9,546
98
13,429
2,023
7
WN
Southwest Airlines Co.
GEG
Spokane, WA: Spokane International
346
135
51.61
0.38
14.16
0.71
68.14
1
0
5,941
2,403
10
440
101
2,987
2,023
7
WN
Southwest Airlines Co.
GRR
Grand Rapids, MI: Gerald R. Ford International
165
65
22.31
4.26
6.41
0
32.01
0
0
4,164
1,124
476
235
0
2,329
2,023
7
WN
Southwest Airlines Co.
GSP
Greer, SC: Greenville-Spartanburg International
108
35
15.68
0.53
2.7
0
16.09
0
0
2,052
699
61
160
0
1,132
2,023
7
WN
Southwest Airlines Co.
HDN
Hayden, CO: Yampa Valley
31
5
2.71
0.47
0
0
1.82
0
0
226
75
23
0
0
128
2,023
7
WN
Southwest Airlines Co.
HNL
Honolulu, HI: Daniel K Inouye International
1,261
146
63.52
0
31.63
1.44
49.41
5
5
7,315
4,055
0
882
35
2,343
2,023
7
WN
Southwest Airlines Co.
HOU
Houston, TX: William P Hobby
4,451
1,162
312.55
32.12
144.52
6.38
666.42
25
10
60,994
15,053
2,471
6,016
185
37,269
2,023
7
WN
Southwest Airlines Co.
HRL
Harlingen/San Benito, TX: Valley International
176
50
18.36
1.41
2.46
0
27.77
0
0
2,304
844
54
56
0
1,350
2,023
7
WN
Southwest Airlines Co.
IAD
Washington, DC: Washington Dulles International
164
48
19.56
1.89
8.21
0
18.34
1
0
2,208
851
151
346
0
860
2,023
7
WN
Southwest Airlines Co.
IAH
Houston, TX: George Bush Intercontinental/Houston
538
142
37.58
2.39
14.37
0
87.65
3
0
9,118
2,348
343
885
0
5,542
2,023
7
WN
Southwest Airlines Co.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
153
66
19.94
0.48
5.13
0
40.45
1
1
4,097
862
48
259
0
2,928
2,023
7
WN
Southwest Airlines Co.
IND
Indianapolis, IN: Indianapolis International
1,003
382
100.59
13.69
57.3
0.76
209.66
4
4
22,227
5,509
1,055
2,549
19
13,095
2,023
7
WN
Southwest Airlines Co.
ISP
Islip, NY: Long Island MacArthur
216
86
26.75
2.42
18.22
0
38.61
3
0
4,482
1,111
102
1,326
0
1,943
2,023
7
WN
Southwest Airlines Co.
ITO
Hilo, HI: Hilo International
155
18
6.94
0
1
0
10.06
0
0
740
396
0
15
0
329
2,023
7
WN
Southwest Airlines Co.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
207
73
15.93
2.07
9.5
0.25
45.25
0
0
4,688
728
173
370
6
3,411
2,023
7
WN
Southwest Airlines Co.
JAX
Jacksonville, FL: Jacksonville International
376
139
37.71
3.45
27.2
0
70.64
1
5
8,293
1,784
408
1,025
0
5,076
2,023
7
WN
Southwest Airlines Co.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
372
55
19.68
0.12
9.28
0.04
25.88
1
3
2,568
1,031
6
238
6
1,287
2,023
7
WN
Southwest Airlines Co.
LAS
Las Vegas, NV: Harry Reid International
7,445
2,166
565.64
33.17
446.83
6.15
1,114.21
63
8
111,684
28,611
2,595
21,354
252
58,872
2,023
7
WN
Southwest Airlines Co.
LAX
Los Angeles, CA: Los Angeles International
2,697
840
252.87
11.36
69.44
4.65
501.68
18
1
40,633
11,520
1,278
2,720
234
24,881
2,023
7
WN
Southwest Airlines Co.
LBB
Lubbock, TX: Lubbock Preston Smith International
228
65
26.71
0.78
7.34
0
30.17
0
0
3,469
1,365
29
273
0
1,802
2,023
7
WN
Southwest Airlines Co.
LGA
New York, NY: LaGuardia
1,058
310
97.08
10
102.99
0
99.93
89
10
17,309
4,471
622
6,363
0
5,853
2,023
7
WN
Southwest Airlines Co.
LGB
Long Beach, CA: Long Beach Airport
1,266
294
95.42
1
21.41
0
176.17
2
0
13,273
4,088
17
922
0
8,246
2,023
7
WN
Southwest Airlines Co.
LIH
Lihue, HI: Lihue Airport
362
67
21.91
0
13.97
0
31.12
1
4
2,639
925
0
427
0
1,287
2,023
7
WN
Southwest Airlines Co.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
205
76
21.03
0.12
5.57
0
49.28
1
0
4,306
875
8
283
0
3,140
2,023
7
WN
Southwest Airlines Co.
MAF
Midland/Odessa, TX: Midland International Air and Space Port
327
83
28.69
0.68
8.66
0
44.96
2
1
3,724
1,224
78
328
0
2,094
2,023
7
WN
Southwest Airlines Co.
MCI
Kansas City, MO: Kansas City International
2,225
722
222.53
18.55
104.47
0.78
375.67
19
10
40,746
10,473
1,825
4,700
36
23,712