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
WN
Southwest Airlines Co.
MCO
Orlando, FL: Orlando International
3,614
1,372
308.09
33.67
437.97
6.4
585.87
32
26
86,531
18,409
3,317
24,556
181
40,068
2,023
7
WN
Southwest Airlines Co.
MDW
Chicago, IL: Chicago Midway International
7,271
2,302
519.04
66.64
553.51
7.17
1,155.64
122
78
144,868
28,386
7,701
30,612
251
77,918
2,023
7
WN
Southwest Airlines Co.
MEM
Memphis, TN: Memphis International
286
136
49.85
4.86
13.61
0
67.67
2
1
9,208
2,834
691
775
0
4,908
2,023
7
WN
Southwest Airlines Co.
MHT
Manchester, NH: Manchester Boston Regional
231
86
29.41
3.32
16.89
0
36.39
3
2
5,620
1,751
277
704
0
2,888
2,023
7
WN
Southwest Airlines Co.
MIA
Miami, FL: Miami International
495
195
45.16
7.69
56.03
0
86.12
2
3
10,325
2,268
603
2,701
0
4,753
2,023
7
WN
Southwest Airlines Co.
MKE
Milwaukee, WI: General Mitchell International
724
264
81.45
6.17
25.56
0
150.82
4
0
16,587
4,767
357
1,245
0
10,218
2,023
7
WN
Southwest Airlines Co.
MSP
Minneapolis, MN: Minneapolis-St Paul International
682
265
90.92
7.36
22.74
0.58
143.4
10
1
16,046
4,435
666
1,088
18
9,839
2,023
7
WN
Southwest Airlines Co.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
1,645
528
160.74
15.65
67.12
1.07
283.42
6
5
32,161
8,857
1,495
3,073
31
18,705
2,023
7
WN
Southwest Airlines Co.
MTJ
Montrose/Delta, CO: Montrose Regional
31
13
7.37
0
0.97
0
4.66
0
0
488
292
0
33
0
163
2,023
7
WN
Southwest Airlines Co.
MYR
Myrtle Beach, SC: Myrtle Beach International
294
100
29.88
3.36
16.71
0
50.05
1
0
6,208
1,614
515
766
0
3,313
2,023
7
WN
Southwest Airlines Co.
OAK
Oakland, CA: Metro Oakland International
3,337
898
260.84
3.15
55.88
1
577.13
20
1
44,824
12,743
434
1,879
24
29,744
2,023
7
WN
Southwest Airlines Co.
OGG
Kahului, HI: Kahului Airport
744
105
43.98
0
22.08
0
38.94
2
6
4,836
2,185
0
799
0
1,852
2,023
7
WN
Southwest Airlines Co.
OKC
Oklahoma City, OK: Will Rogers World
609
248
78.67
4.38
34.55
0.55
129.86
5
0
13,627
4,245
385
1,591
16
7,390
2,023
7
WN
Southwest Airlines Co.
OMA
Omaha, NE: Eppley Airfield
667
230
79.36
8.4
32.52
0
109.71
7
3
13,299
3,505
1,175
1,838
0
6,781
2,023
7
WN
Southwest Airlines Co.
ONT
Ontario, CA: Ontario International
977
239
85.26
1.29
13.4
0
139.04
8
1
12,077
3,954
54
491
0
7,578
2,023
7
WN
Southwest Airlines Co.
ORD
Chicago, IL: Chicago O'Hare International
804
254
56.33
5.8
103.61
0
88.26
10
15
15,041
3,303
705
5,763
0
5,270
2,023
7
WN
Southwest Airlines Co.
ORF
Norfolk, VA: Norfolk International
257
93
30.58
2.38
15.74
0
44.3
2
2
6,195
1,632
243
1,269
0
3,051
2,023
7
WN
Southwest Airlines Co.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
196
81
21.47
1
29.93
0
28.59
3
2
5,243
1,588
43
1,750
0
1,862
2,023
7
WN
Southwest Airlines Co.
PDX
Portland, OR: Portland International
1,018
334
129.25
3.6
31.53
0.85
168.77
7
1
15,457
5,678
155
1,056
19
8,549
2,023
7
WN
Southwest Airlines Co.
PHL
Philadelphia, PA: Philadelphia International
401
175
47.17
3.76
30.37
0
93.7
11
0
10,654
2,092
419
1,403
0
6,740
2,023
7
WN
Southwest Airlines Co.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
5,234
1,394
391.28
23.23
133.03
4.37
842.08
42
9
74,167
18,923
2,545
5,579
366
46,754
2,023
7
WN
Southwest Airlines Co.
PIT
Pittsburgh, PA: Pittsburgh International
871
304
96.68
9.5
46.98
0
150.83
6
2
17,647
4,742
804
2,120
0
9,981
2,023
7
WN
Southwest Airlines Co.
PNS
Pensacola, FL: Pensacola International
236
77
13.09
1.2
27.04
0
35.67
0
2
3,433
514
153
1,139
0
1,627
2,023
7
WN
Southwest Airlines Co.
PSP
Palm Springs, CA: Palm Springs International
178
49
16.86
0.95
8.18
0
23
0
0
2,278
1,094
41
302
0
841
2,023
7
WN
Southwest Airlines Co.
PVD
Providence, RI: Rhode Island Tf Green International
388
165
59.11
5.93
23.67
0
76.3
6
1
10,233
3,458
422
1,318
0
5,035
2,023
7
WN
Southwest Airlines Co.
PWM
Portland, ME: Portland International Jetport
150
59
23.76
1.36
7.62
0
26.26
5
0
3,573
938
119
625
0
1,891
2,023
7
WN
Southwest Airlines Co.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
756
298
98.4
7.53
41.83
0
150.24
5
2
16,745
5,265
578
2,306
0
8,596
2,023
7
WN
Southwest Airlines Co.
RIC
Richmond, VA: Richmond International
140
44
16.42
0.22
7.44
0
19.92
0
0
2,045
645
13
244
0
1,143
2,023
7
WN
Southwest Airlines Co.
RNO
Reno, NV: Reno/Tahoe International
752
236
70.72
0
17.69
0
147.58
4
0
11,085
3,242
0
614
0
7,229
2,023
7
WN
Southwest Airlines Co.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
151
80
36.46
1.88
8.94
0
32.72
1
3
4,339
1,515
280
556
0
1,988
2,023
7
WN
Southwest Airlines Co.
RSW
Fort Myers, FL: Southwest Florida International
567
228
59.02
7.02
52.02
0
109.94
2
0
13,671
3,211
487
2,885
0
7,088
2,023
7
WN
Southwest Airlines Co.
SAN
San Diego, CA: San Diego International
3,176
974
264.44
9.08
131.66
1.89
566.94
15
4
44,946
11,667
583
4,001
70
28,625
2,023
7
WN
Southwest Airlines Co.
SAT
San Antonio, TX: San Antonio International
1,400
417
133.18
10.07
34.42
0
239.33
5
0
23,394
6,521
749
1,471
0
14,653
2,023
7
WN
Southwest Airlines Co.
SAV
Savannah, GA: Savannah/Hilton Head International
226
78
22.03
1.51
25.8
0
28.66
1
0
3,839
921
155
1,043
0
1,720
2,023
7
WN
Southwest Airlines Co.
SBA
Santa Barbara, CA: Santa Barbara Municipal
171
49
19.47
0
3.6
0
25.93
1
0
2,022
649
0
95
0
1,278
2,023
7
WN
Southwest Airlines Co.
SDF
Louisville, KY: Louisville Muhammad Ali International
414
146
44.79
2.6
17.73
0
80.88
4
3
9,525
2,785
208
897
0
5,635
2,023
7
WN
Southwest Airlines Co.
SEA
Seattle, WA: Seattle/Tacoma International
868
298
105.09
5.11
47.66
0
140.14
3
2
13,846
4,233
540
1,822
0
7,251
2,023
7
WN
Southwest Airlines Co.
SFO
San Francisco, CA: San Francisco International
752
322
77.82
1.95
65.75
0
176.48
4
0
15,438
3,526
57
2,255
0
9,600
2,023
7
WN
Southwest Airlines Co.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
2,944
740
210.42
4.93
74.01
3.47
447.17
21
1
34,066
9,530
646
2,316
104
21,470
2,023
7
WN
Southwest Airlines Co.
SJU
San Juan, PR: Luis Munoz Marin International
395
189
61.15
8.22
25.13
0
94.5
0
0
12,470
3,166
719
1,259
0
7,326
2,023
7
WN
Southwest Airlines Co.
SLC
Salt Lake City, UT: Salt Lake City International
1,015
323
118.74
4.86
28.41
0.19
170.8
10
3
16,921
5,991
372
947
21
9,590
2,023
7
WN
Southwest Airlines Co.
SMF
Sacramento, CA: Sacramento International
2,691
737
200.35
2.59
50.99
1.14
481.93
15
0
34,768
8,991
268
1,779
102
23,628
2,023
7
WN
Southwest Airlines Co.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
1,273
302
100.4
0
25.45
0.67
175.49
12
0
11,974
4,184
0
751
18
7,021
2,023
7
WN
Southwest Airlines Co.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
324
113
32.34
2.78
33.73
0.55
43.61
2
0
6,037
1,892
172
1,938
18
2,017
2,023
7
WN
Southwest Airlines Co.
STL
St. Louis, MO: St Louis Lambert International
3,469
1,008
254.62
29.48
177.48
3.92
542.5
28
8
61,312
14,534
2,792
7,910
82
35,994
2,023
7
WN
Southwest Airlines Co.
SYR
Syracuse, NY: Syracuse Hancock International
98
40
20.02
0.91
3.93
0
15.14
0
0
1,964
837
33
150
0
944
2,023
7
WN
Southwest Airlines Co.
TPA
Tampa, FL: Tampa International
2,179
794
194.49
30.09
170.41
0.97
398.05
25
4
48,013
10,465
2,708
9,443
61
25,336
2,023
7
WN
Southwest Airlines Co.
TUL
Tulsa, OK: Tulsa International
472
165
43.79
2.37
16.16
0
102.68
3
1
8,688
1,771
549
544
0
5,824
2,023
7
WN
Southwest Airlines Co.
TUS
Tucson, AZ: Tucson International
314
128
31.63
1.9
17.2
0
77.27
2
0
6,919
1,414
109
825
0
4,571
2,023
7
WN
Southwest Airlines Co.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
186
48
14.89
0
8.27
0
24.84
0
0
2,040
467
0
291
0
1,282
2,023
7
YX
Republic Airline
ACK
Nantucket, MA: Nantucket Memorial
197
35
6.11
2.76
21.74
0
4.39
15
3
1,905
511
305
873
0
216
2,023
7
YX
Republic Airline
ALB
Albany, NY: Albany International
85
13
3.54
1.03
4.44
0
3.99
14
1
960
292
84
169
0
415
2,023
7
YX
Republic Airline
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
165
35
13.56
1.6
11.45
0
8.39
9
0
2,111
894
54
564
0
599
2,023
7
YX
Republic Airline
AUS
Austin, TX: Austin - Bergstrom International
5
3
2.2
0
0.8
0
0
1
0
192
172
0
20
0
0
2,023
7
YX
Republic Airline
AVL
Asheville, NC: Asheville Regional
130
43
14.71
0.87
17.8
0
9.62
16
0
2,646
947
41
945
0
713
2,023
7
YX
Republic Airline
BDL
Hartford, CT: Bradley International
114
25
6.27
0.62
9.03
0
9.08
4
0
1,362
345
46
386
0
585
2,023
7
YX
Republic Airline
BGR
Bangor, ME: Bangor International
111
22
9.24
1.1
6.42
0
5.24
24
0
1,437
659
108
289
0
381
2,023
7
YX
Republic Airline
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
62
13
0.35
1.67
7.64
0
3.35
6
1
892
8
257
340
0
287
2,023
7
YX
Republic Airline
BNA
Nashville, TN: Nashville International
350
83
20.69
1.69
35.87
0.18
24.57
27
1
5,622
1,585
170
2,192
5
1,670
2,023
7
YX
Republic Airline
BOS
Boston, MA: Logan International
1,992
440
90.13
41.88
233.63
0
74.36
167
10
39,311
8,449
4,951
19,573
0
6,338
2,023
7
YX
Republic Airline
BTV
Burlington, VT: Burlington International
134
39
9.78
0.19
17.52
0
11.51
14
0
2,952
606
5
654
0
1,687
2,023
7
YX
Republic Airline
BUF
Buffalo, NY: Buffalo Niagara International
261
56
17.4
3.97
17.34
0
17.29
36
0
4,299
848
1,132
892
0
1,427
2,023
7
YX
Republic Airline
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
67
10
2.05
0
5.34
0
2.61
6
0
361
50
0
218
0
93
2,023
7
YX
Republic Airline
CAE
Columbia, SC: Columbia Metropolitan
36
10
1.4
0
4.77
0
3.82
3
0
777
95
0
288
0
394
2,023
7
YX
Republic Airline
CHA
Chattanooga, TN: Lovell Field
9
2
0.96
0
0.04
0
1
0
0
79
51
0
2
0
26
2,023
7
YX
Republic Airline
CHO
Charlottesville, VA: Charlottesville Albemarle
48
13
1.4
0
7.81
0
3.79
6
0
663
49
0
306
0
308
2,023
7
YX
Republic Airline
CHS
Charleston, SC: Charleston AFB/International
75
22
5.3
1.41
5.32
0
9.97
9
1
1,836
367
220
369
0
880
2,023
7
YX
Republic Airline
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
88
13
6.98
2
2.02
0
2
6
0
1,197
926
88
70
0
113
2,023
7
YX
Republic Airline
CLE
Cleveland, OH: Cleveland-Hopkins International
251
46
13.24
4.04
12.56
0
16.16
23
0
4,298
1,044
537
1,562
0
1,155
2,023
7
YX
Republic Airline
CLT
Charlotte, NC: Charlotte Douglas International
232
55
14.81
1.82
20.1
0
18.27
26
4
5,356
883
188
2,347
0
1,938
2,023
7
YX
Republic Airline
CMH
Columbus, OH: John Glenn Columbus International
1,044
256
64.99
16.83
97.1
0
77.09
117
3
22,802
6,464
2,731
6,102
0
7,505
2,023
7
YX
Republic Airline
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
348
78
15.81
3.82
38.21
0
20.15
37
1
6,206
1,117
587
2,194
0
2,308
2,023
7
YX
Republic Airline
DAY
Dayton, OH: James M Cox/Dayton International
26
5
0.12
0.52
2.8
0
1.57
1
0
364
7
88
171
0
98
2,023
7
YX
Republic Airline
DCA
Washington, DC: Ronald Reagan Washington National
1,951
402
81.08
23.8
175.58
2.02
119.52
122
11
31,745
7,734
2,757
11,419
73
9,762
2,023
7
YX
Republic Airline
DSM
Des Moines, IA: Des Moines International
33
8
0.97
0
3.92
0
3.11
4
0
581
124
0
254
0
203
2,023
7
YX
Republic Airline
DTW
Detroit, MI: Detroit Metro Wayne County
229
63
20.02
7.21
21.46
0
14.3
30
0
4,297
1,176
1,046
1,099
0
976
2,023
7
YX
Republic Airline
ECP
Panama City, FL: Northwest Florida Beaches International
40
9
2.44
0
6.36
0
0.2
3
1
508
231
0
273
0
4
2,023
7
YX
Republic Airline
EWR
Newark, NJ: Newark Liberty International
2,400
490
75.37
28.68
297.45
0
88.5
485
15
44,080
8,745
4,511
20,741
0
10,083
2,023
7
YX
Republic Airline
EYW
Key West, FL: Key West International
67
8
5.74
0
1.63
0
0.63
1
0
530
418
0
63
0
49
2,023
7
YX
Republic Airline
GRB
Green Bay, WI: Green Bay Austin Straubel International
16
2
0.96
0.85
0.13
0
0.06
1
0
181
54
106
14
0
7
2,023
7
YX
Republic Airline
GRR
Grand Rapids, MI: Gerald R. Ford International
170
33
9.17
1.66
11.07
0
11.09
22
1
2,196
682
190
510
0
814
2,023
7
YX
Republic Airline
GSO
Greensboro/High Point, NC: Piedmont Triad International
202
36
11.09
2.88
9.84
0
12.19
26
1
2,628
718
336
400
0
1,174
2,023
7
YX
Republic Airline
GSP
Greer, SC: Greenville-Spartanburg International
121
34
8.73
0
14.63
0
10.64
21
0
2,584
830
0
637
0
1,117
2,023
7
YX
Republic Airline
HHH
Hilton Head, SC: Hilton Head Airport
148
23
9.6
0
9.45
0
3.95
2
2
1,418
735
0
317
0
366
2,023
7
YX
Republic Airline
HPN
White Plains, NY: Westchester County
40
9
1.18
0
7.1
0
0.71
1
0
681
166
0
458
0
57
2,023
7
YX
Republic Airline
IAD
Washington, DC: Washington Dulles International
487
81
21.71
5.79
26.68
0
26.82
19
2
5,691
1,642
602
1,393
0
2,054
2,023
7
YX
Republic Airline
IAH
Houston, TX: George Bush Intercontinental/Houston
43
6
0.22
0
2.88
0
2.9
5
2
314
17
0
79
0
218
2,023
7
YX
Republic Airline
ILM
Wilmington, NC: Wilmington International
190
43
6.61
4.22
17.25
0
14.92
26
0
3,059
335
644
735
0
1,345
2,023
7
YX
Republic Airline
IND
Indianapolis, IN: Indianapolis International
1,003
261
67.58
14.83
89.62
0
88.97
82
3
21,551
6,276
1,957
4,967
0
8,351
2,023
7
YX
Republic Airline
JAX
Jacksonville, FL: Jacksonville International
115
23
7.41
0
13.01
0
2.57
13
0
1,667
274
0
1,162
0
231
2,023
7
YX
Republic Airline
JFK
New York, NY: John F. Kennedy International
1,604
353
60.65
37.56
181.35
0
73.45
196
10
28,866
5,009
5,634
11,974
0
6,249
2,023
7
YX
Republic Airline
LEX
Lexington, KY: Blue Grass
90
16
3.87
2.15
5.42
0
4.56
5
0
898
209
117
303
0
269
2,023
7
YX
Republic Airline
LGA
New York, NY: LaGuardia
3,301
571
128.35
57.82
260.12
1.56
123.15
370
25
55,626
14,618
7,344
19,813
85
13,766
2,023
7
YX
Republic Airline
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
31
15
0.29
0
5.49
0
9.23
4
0
938
11
0
385
0
542
2,023
7
YX
Republic Airline
MCI
Kansas City, MO: Kansas City International
78
24
6.36
1
10.32
0
6.32
9
2
1,265
337
55
413
0
460
2,023
7
YX
Republic Airline
MDT
Harrisburg, PA: Harrisburg International
119
34
8.37
5.62
13
0
7.01
16
0
2,870
449
967
793
0
661
2,023
7
YX
Republic Airline
MEM
Memphis, TN: Memphis International
184
43
6.53
1.95
16.38
0
18.14
27
1
3,303
452
282
935
0
1,634
2,023
7
YX
Republic Airline
MHT
Manchester, NH: Manchester Boston Regional
112
23
8.16
1.6
4.39
0
8.85
12
1
1,877
573
347
199
0
758
2,023
7
YX
Republic Airline
MIA
Miami, FL: Miami International
50
10
1.59
0
6.02
0
2.39
1
0
604
107
0
375
0
122
2,023
7
YX
Republic Airline
MKE
Milwaukee, WI: General Mitchell International
243
38
10.01
6.42
14.42
0
7.15
14
0
2,808
552
974
659
0
623