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
B6
JetBlue Airways
MCI
Kansas City, MO: Kansas City International
62
20
8.22
1.98
6.74
0
3.07
4
2
2,703
912
507
586
0
698
2,023
7
B6
JetBlue Airways
MCO
Orlando, FL: Orlando International
1,532
660
226.34
12.03
187.03
0.88
233.73
111
22
72,152
26,108
1,149
13,978
25
30,892
2,023
7
B6
JetBlue Airways
MIA
Miami, FL: Miami International
186
75
33.44
1.56
19.31
0.33
20.35
17
1
7,690
3,712
106
1,188
6
2,678
2,023
7
B6
JetBlue Airways
MKE
Milwaukee, WI: General Mitchell International
62
30
14.45
1.19
4.82
0
9.54
2
0
2,608
1,449
127
376
0
656
2,023
7
B6
JetBlue Airways
MSP
Minneapolis, MN: Minneapolis-St Paul International
31
13
5.14
0
4.02
0
3.84
1
0
1,333
320
0
318
0
695
2,023
7
B6
JetBlue Airways
MSY
New Orleans, LA: Louis Armstrong New Orleans International
124
53
27.22
0.28
16.63
0
8.87
12
0
4,796
2,726
52
773
0
1,245
2,023
7
B6
JetBlue Airways
MVY
Martha's Vineyard, MA: Martha's Vineyard Airport
169
62
20.45
3.79
9.2
0
28.56
14
1
6,677
2,101
479
1,187
0
2,910
2,023
7
B6
JetBlue Airways
ONT
Ontario, CA: Ontario International
31
16
6.36
0
4.39
0
5.25
2
0
1,373
408
0
245
0
720
2,023
7
B6
JetBlue Airways
ORD
Chicago, IL: Chicago O'Hare International
62
14
8.15
0
4.34
0
1.51
2
1
1,418
1,027
0
331
0
60
2,023
7
B6
JetBlue Airways
ORH
Worcester, MA: Worcester Regional
62
18
10.1
1
3.99
0
2.91
2
0
1,533
907
26
179
0
421
2,023
7
B6
JetBlue Airways
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
457
183
60.08
7.8
56.83
1
57.29
29
2
18,576
5,527
1,267
3,649
22
8,111
2,023
7
B6
JetBlue Airways
PDX
Portland, OR: Portland International
62
29
15.03
0.76
5.39
0
7.82
4
0
2,824
1,221
28
551
0
1,024
2,023
7
B6
JetBlue Airways
PHL
Philadelphia, PA: Philadelphia International
57
23
13.25
1.68
2.59
0.32
5.15
4
0
2,170
1,044
203
413
37
473
2,023
7
B6
JetBlue Airways
PHX
Phoenix, AZ: Phoenix Sky Harbor International
62
35
14.77
1.37
6.3
0
12.56
5
1
2,943
1,160
223
430
0
1,130
2,023
7
B6
JetBlue Airways
PIT
Pittsburgh, PA: Pittsburgh International
89
38
22.49
1.84
4.04
0
9.63
5
0
3,660
2,157
270
235
0
998
2,023
7
B6
JetBlue Airways
PSE
Ponce, PR: Mercedita
62
44
20.94
0.33
2.17
0
20.55
4
0
3,656
1,624
14
82
0
1,936
2,023
7
B6
JetBlue Airways
PVD
Providence, RI: Rhode Island Tf Green International
98
43
17.22
3.56
10.35
0
11.87
4
0
4,248
1,731
359
822
0
1,336
2,023
7
B6
JetBlue Airways
PWM
Portland, ME: Portland International Jetport
111
32
15.66
0
5.79
0
10.55
13
0
3,439
1,660
0
392
0
1,387
2,023
7
B6
JetBlue Airways
RDU
Raleigh/Durham, NC: Raleigh-Durham International
289
141
64.34
2.4
21.95
0.25
52.07
22
1
14,360
6,167
243
1,836
13
6,101
2,023
7
B6
JetBlue Airways
RIC
Richmond, VA: Richmond International
150
81
38.77
1.31
16.4
0.33
24.19
10
0
7,622
3,793
121
798
10
2,900
2,023
7
B6
JetBlue Airways
RNO
Reno, NV: Reno/Tahoe International
62
32
17.07
0
3.63
0
11.3
6
0
2,894
1,648
0
337
0
909
2,023
7
B6
JetBlue Airways
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
93
42
17.12
1.53
6.6
0
16.75
6
0
4,447
1,762
306
432
0
1,947
2,023
7
B6
JetBlue Airways
RSW
Fort Myers, FL: Southwest Florida International
275
112
35.16
2.87
32.5
0
41.47
27
2
11,288
4,170
314
2,295
0
4,509
2,023
7
B6
JetBlue Airways
SAN
San Diego, CA: San Diego International
150
49
19.16
6.57
13.44
0
9.84
4
0
2,869
1,033
425
645
0
766
2,023
7
B6
JetBlue Airways
SAT
San Antonio, TX: San Antonio International
62
12
5.5
0
4.61
0
1.89
3
0
674
253
0
264
0
157
2,023
7
B6
JetBlue Airways
SAV
Savannah, GA: Savannah/Hilton Head International
119
49
21.27
0
11.94
0
15.78
11
0
4,706
1,621
0
1,073
0
2,012
2,023
7
B6
JetBlue Airways
SEA
Seattle, WA: Seattle/Tacoma International
181
59
30.73
2.27
15.87
0
10.12
5
0
5,684
3,259
180
1,230
0
1,015
2,023
7
B6
JetBlue Airways
SFO
San Francisco, CA: San Francisco International
446
190
80
9.54
51
0
49.46
11
0
17,908
7,659
1,271
2,984
0
5,994
2,023
7
B6
JetBlue Airways
SJC
San Jose, CA: Norman Y. Mineta San Jose International
62
34
17.72
2.12
6.14
0
8.01
6
0
3,282
1,766
221
424
0
871
2,023
7
B6
JetBlue Airways
SJU
San Juan, PR: Luis Munoz Marin International
876
458
217.72
12.03
74.84
2.56
150.85
37
2
46,503
21,947
1,396
4,236
233
18,691
2,023
7
B6
JetBlue Airways
SLC
Salt Lake City, UT: Salt Lake City International
217
119
45.74
7.59
28.03
0.88
36.76
3
1
9,840
3,632
741
1,460
29
3,978
2,023
7
B6
JetBlue Airways
SMF
Sacramento, CA: Sacramento International
62
40
19.41
1.81
9.07
0
9.7
5
0
3,547
1,522
180
566
0
1,279
2,023
7
B6
JetBlue Airways
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
31
4
1.59
0
1.41
0
1
3
0
216
82
0
110
0
24
2,023
7
B6
JetBlue Airways
STT
Charlotte Amalie, VI: Cyril E King
36
16
9.49
0.87
2.89
0
2.75
1
0
1,153
689
73
77
0
314
2,023
7
B6
JetBlue Airways
SYR
Syracuse, NY: Syracuse Hancock International
93
51
23.3
1.06
9.74
0
16.91
10
0
7,179
2,796
63
1,855
0
2,465
2,023
7
B6
JetBlue Airways
TPA
Tampa, FL: Tampa International
492
202
75.23
4.95
48.76
0.43
72.63
42
0
19,008
7,820
525
2,762
51
7,850
2,023
7
DL
Delta Air Lines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
150
33
15.69
0
6.73
0
10.57
2
0
1,471
580
0
176
0
715
2,023
7
DL
Delta Air Lines Inc.
ALB
Albany, NY: Albany International
121
51
32.52
1.14
4.89
0
12.45
2
1
5,877
4,547
89
246
0
995
2,023
7
DL
Delta Air Lines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
333
52
32.89
0
5.2
0
13.91
1
0
2,887
2,025
0
136
0
726
2,023
7
DL
Delta Air Lines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
20,084
3,909
1,293.91
197.2
772.69
1.88
1,643.32
259
88
335,957
152,758
15,569
48,958
251
118,421
2,023
7
DL
Delta Air Lines Inc.
ATW
Appleton, WI: Appleton International
34
7
1.72
1
4.2
0
0.08
0
0
320
100
22
191
0
7
2,023
7
DL
Delta Air Lines Inc.
AUS
Austin, TX: Austin - Bergstrom International
1,011
281
124.89
4.69
67.36
0.13
83.93
19
2
18,813
10,147
509
2,599
29
5,529
2,023
7
DL
Delta Air Lines Inc.
AVL
Asheville, NC: Asheville Regional
187
43
21.92
3.97
9.99
0
7.12
2
1
3,197
1,816
374
540
0
467
2,023
7
DL
Delta Air Lines Inc.
BDL
Hartford, CT: Bradley International
369
77
47.09
3.25
12.21
0
14.45
5
1
4,920
2,788
425
515
0
1,192
2,023
7
DL
Delta Air Lines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
249
73
52.43
3.59
7.88
0
9.1
5
1
4,722
3,174
669
264
0
615
2,023
7
DL
Delta Air Lines Inc.
BIL
Billings, MT: Billings Logan International
84
33
22.11
1
1.66
0
8.23
2
0
2,645
2,183
20
92
0
350
2,023
7
DL
Delta Air Lines Inc.
BIS
Bismarck/Mandan, ND: Bismarck Municipal
31
12
8.28
0
1.11
0
2.61
1
0
1,788
1,637
0
20
0
131
2,023
7
DL
Delta Air Lines Inc.
BNA
Nashville, TN: Nashville International
717
159
75.49
5.08
36.34
0
42.09
5
2
10,428
4,892
455
2,168
0
2,913
2,023
7
DL
Delta Air Lines Inc.
BOI
Boise, ID: Boise Air Terminal
284
71
30.61
1.54
15.15
0
23.7
3
0
4,053
1,999
79
577
0
1,398
2,023
7
DL
Delta Air Lines Inc.
BOS
Boston, MA: Logan International
2,323
716
207.2
29.33
209.85
0.73
268.89
59
21
66,858
22,428
2,635
17,718
46
24,031
2,023
7
DL
Delta Air Lines Inc.
BTR
Baton Rouge, LA: Baton Rouge Metropolitan/Ryan Field
135
20
10.21
2.47
2.67
0
4.65
2
0
988
447
211
134
0
196
2,023
7
DL
Delta Air Lines Inc.
BTV
Burlington, VT: Burlington International
45
7
3.05
1
1
0
1.95
0
0
318
76
51
24
0
167
2,023
7
DL
Delta Air Lines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
260
101
60.74
2.43
18.53
0
19.3
5
0
9,773
6,349
253
1,670
0
1,501
2,023
7
DL
Delta Air Lines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
461
149
78.63
4.42
24.94
0
41.02
6
4
10,481
5,078
460
2,121
0
2,822
2,023
7
DL
Delta Air Lines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
206
45
25.95
3.2
5.9
0
9.94
4
0
5,242
3,882
476
177
0
707
2,023
7
DL
Delta Air Lines Inc.
CAE
Columbia, SC: Columbia Metropolitan
139
23
13.86
1.79
2.11
0
5.24
2
1
1,419
564
228
121
0
506
2,023
7
DL
Delta Air Lines Inc.
CHA
Chattanooga, TN: Lovell Field
81
26
16.88
1.36
3.48
0
4.28
3
0
2,985
2,092
126
357
0
410
2,023
7
DL
Delta Air Lines Inc.
CHO
Charlottesville, VA: Charlottesville Albemarle
31
5
1.01
0.74
1.37
0
1.88
0
0
289
18
63
46
0
162
2,023
7
DL
Delta Air Lines Inc.
CHS
Charleston, SC: Charleston AFB/International
379
114
63.88
1.87
25.13
0
23.11
11
3
6,776
4,136
65
937
0
1,638
2,023
7
DL
Delta Air Lines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
31
10
6.08
0
1.66
0
2.26
0
0
438
257
0
59
0
122
2,023
7
DL
Delta Air Lines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
273
66
36.13
1.33
11.99
0
16.55
4
1
4,424
2,818
67
487
0
1,052
2,023
7
DL
Delta Air Lines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
575
105
47.87
4.73
25.85
0
26.55
4
1
5,597
2,797
318
1,039
0
1,443
2,023
7
DL
Delta Air Lines Inc.
CMH
Columbus, OH: John Glenn Columbus International
291
76
43.08
1.03
10.18
0
21.71
3
1
4,482
2,433
46
316
0
1,687
2,023
7
DL
Delta Air Lines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
62
10
6.08
1.59
0.4
0
1.93
0
0
1,002
368
510
32
0
92
2,023
7
DL
Delta Air Lines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
713
202
67.03
10.33
46.75
0
77.89
9
4
15,752
5,178
928
3,090
0
6,556
2,023
7
DL
Delta Air Lines Inc.
DAB
Daytona Beach, FL: Daytona Beach International
123
31
18.58
1
4.24
0
7.18
1
0
1,879
1,094
149
185
0
451
2,023
7
DL
Delta Air Lines Inc.
DAL
Dallas, TX: Dallas Love Field
251
67
28.92
1
18.65
0
18.43
6
1
4,566
2,255
69
778
0
1,464
2,023
7
DL
Delta Air Lines Inc.
DAY
Dayton, OH: James M Cox/Dayton International
111
12
5.57
0.91
2.55
0
2.96
0
0
688
300
64
102
0
222
2,023
7
DL
Delta Air Lines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
694
208
95.07
10.62
47.08
0
55.24
11
11
11,108
5,043
1,052
2,136
0
2,877
2,023
7
DL
Delta Air Lines Inc.
DEN
Denver, CO: Denver International
1,141
362
118.99
9.37
147.74
0
85.9
16
9
28,670
12,272
830
8,618
0
6,950
2,023
7
DL
Delta Air Lines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
927
281
132.58
10.89
72.48
0
65.05
19
0
21,042
10,620
859
3,624
0
5,939
2,023
7
DL
Delta Air Lines Inc.
DSM
Des Moines, IA: Des Moines International
90
14
7.44
0
3.27
0
3.29
0
1
767
362
0
241
0
164
2,023
7
DL
Delta Air Lines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
5,477
1,205
389.65
62.16
247.25
0.51
505.43
82
11
99,856
38,415
6,622
12,938
37
41,844
2,023
7
DL
Delta Air Lines Inc.
ECP
Panama City, FL: Northwest Florida Beaches International
183
49
32.89
2.19
7.25
0
6.67
3
0
2,849
1,827
310
261
0
451
2,023
7
DL
Delta Air Lines Inc.
ELP
El Paso, TX: El Paso International
62
16
12.25
0
2.02
0
1.73
1
0
683
491
0
108
0
84
2,023
7
DL
Delta Air Lines Inc.
EWR
Newark, NJ: Newark Liberty International
566
151
57.8
7.47
64.56
1
20.16
21
7
10,658
3,515
592
5,238
39
1,274
2,023
7
DL
Delta Air Lines Inc.
EYW
Key West, FL: Key West International
124
18
8.42
0
6.8
0
2.78
0
0
949
512
0
276
0
161
2,023
7
DL
Delta Air Lines Inc.
FAI
Fairbanks, AK: Fairbanks International
93
12
9.37
0
0.97
0
1.67
1
0
795
675
0
27
0
93
2,023
7
DL
Delta Air Lines Inc.
FAR
Fargo, ND: Hector International
64
15
8.13
0
1.56
0
5.31
0
0
684
269
0
49
0
366
2,023
7
DL
Delta Air Lines Inc.
FAY
Fayetteville, NC: Fayetteville Regional/Grannis Field
31
12
4.2
0.73
1.5
0
5.58
4
0
1,616
1,188
29
47
0
352
2,023
7
DL
Delta Air Lines Inc.
FCA
Kalispell, MT: Glacier Park International
91
38
21.32
0
8.99
0
7.69
0
0
2,450
1,745
0
225
0
480
2,023
7
DL
Delta Air Lines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
977
279
125.08
11.71
76.31
0
65.9
14
6
17,438
8,445
721
4,208
0
4,064
2,023
7
DL
Delta Air Lines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
62
27
14.06
1
3.47
0
8.47
3
0
3,382
2,474
118
143
0
647
2,023
7
DL
Delta Air Lines Inc.
GEG
Spokane, WA: Spokane International
329
69
34.9
2.3
15.34
0
16.46
9
1
3,438
1,714
180
398
0
1,146
2,023
7
DL
Delta Air Lines Inc.
GFK
Grand Forks, ND: Grand Forks International
11
2
2
0
0
0
0
0
0
222
222
0
0
0
0
2,023
7
DL
Delta Air Lines Inc.
GNV
Gainesville, FL: Gainesville Regional
145
22
11.59
1
4.21
0
5.21
0
0
1,338
679
49
198
0
412
2,023
7
DL
Delta Air Lines Inc.
GPT
Gulfport/Biloxi, MS: Gulfport-Biloxi International
112
17
7.93
1.15
2.12
0
5.8
1
0
635
273
33
46
0
283
2,023
7
DL
Delta Air Lines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
31
11
3.43
0.97
5.35
0
1.24
0
0
659
108
378
135
0
38
2,023
7
DL
Delta Air Lines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
238
85
43.27
2.94
13.73
0
25.06
6
0
5,928
3,274
863
493
0
1,298
2,023
7
DL
Delta Air Lines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
197
44
22.42
1.66
5.42
0
14.5
4
1
3,307
1,533
217
329
0
1,228
2,023
7
DL
Delta Air Lines Inc.
GSP
Greer, SC: Greenville-Spartanburg International
234
54
36.29
2
5.61
0
10.1
2
0
3,722
2,381
223
504
0
614
2,023
7
DL
Delta Air Lines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
293
44
22.84
0
10.54
0
10.62
1
1
2,833
1,944
0
346
0
543
2,023
7
DL
Delta Air Lines Inc.
HOU
Houston, TX: William P Hobby
114
39
25.63
1.24
3.75
0
8.38
3
1
3,349
2,394
80
121
0
754
2,023
7
DL
Delta Air Lines Inc.
HPN
White Plains, NY: Westchester County
60
10
6.04
1.68
2.13
0
0.15
0
3
520
381
41
95
0
3
2,023
7
DL
Delta Air Lines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
198
36
24.7
1.7
3.67
0
5.92
6
0
3,078
2,454
88
213
0
323
2,023
7
DL
Delta Air Lines Inc.
IAD
Washington, DC: Washington Dulles International
268
71
40.37
2.1
11.68
0
16.85
3
1
4,871
2,848
103
660
0
1,260
2,023
7
DL
Delta Air Lines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
688
167
80.19
5.4
39.31
0
42.11
15
1
14,238
8,206
513
1,953
0
3,566
2,023
7
DL
Delta Air Lines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
91
15
10.05
0
2.66
0
2.29
0
1
1,356
1,067
0
115
0
174
2,023
7
DL
Delta Air Lines Inc.
ILM
Wilmington, NC: Wilmington International
79
10
4.32
1.12
2.6
0
1.96
1
0
570
234
103
60
0
173
2,023
7
DL
Delta Air Lines Inc.
IND
Indianapolis, IN: Indianapolis International
374
79
43.89
1.06
15.32
0
18.72
3
2
4,410
2,774
83
608
0
945