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
⌀
2,013
8
WN
Southwest Airlines Co.
ABQ
Albuquerque, NM: Albuquerque International Sunport
1,342
330
118.08
2.52
34.79
1.15
173.46
0
1
14,568
4,719
106
1,387
27
8,329
2,013
8
WN
Southwest Airlines Co.
ALB
Albany, NY: Albany International
344
120
63.83
2.97
15.03
0
38.17
0
0
5,495
2,607
270
662
0
1,956
2,013
8
WN
Southwest Airlines Co.
AMA
Amarillo, TX: Rick Husband Amarillo International
246
65
34.13
0.13
8.82
0
21.92
0
0
2,919
1,322
6
475
0
1,116
2,013
8
WN
Southwest Airlines Co.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
760
169
53.72
4.87
41.53
1.23
67.66
1
4
7,569
2,190
307
1,576
30
3,466
2,013
8
WN
Southwest Airlines Co.
AUS
Austin, TX: Austin - Bergstrom International
1,563
407
157.1
8.3
48.79
1.67
191.14
2
1
16,950
6,085
447
1,624
29
8,765
2,013
8
WN
Southwest Airlines Co.
BDL
Hartford, CT: Bradley International
530
186
80.16
6.13
32.96
0
66.76
0
0
8,110
3,416
358
1,262
0
3,074
2,013
8
WN
Southwest Airlines Co.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
469
131
43.18
6.01
15.2
0
66.61
1
1
5,906
1,495
326
694
0
3,391
2,013
8
WN
Southwest Airlines Co.
BKG
Branson, MO: Branson Airport
126
27
11.11
1.74
1.21
0
12.94
0
0
1,140
420
79
45
0
596
2,013
8
WN
Southwest Airlines Co.
BNA
Nashville, TN: Nashville International
2,327
505
158.35
15.45
63.71
0.29
267.2
2
1
22,918
6,975
959
2,002
12
12,970
2,013
8
WN
Southwest Airlines Co.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
298
106
39.86
1.52
9.09
1
54.52
0
0
5,446
1,674
387
323
26
3,036
2,013
8
WN
Southwest Airlines Co.
MAF
Midland/Odessa, TX: Midland International Air and Space Port
279
55
18.4
0.39
6.69
0.73
28.78
1
0
2,310
618
27
345
11
1,309
2,013
8
WN
Southwest Airlines Co.
MCI
Kansas City, MO: Kansas City International
1,885
459
157.51
7.91
48.99
1
243.59
1
1
22,242
6,757
429
1,923
30
13,103
2,013
8
WN
Southwest Airlines Co.
MCO
Orlando, FL: Orlando International
2,045
498
141.5
7.54
125.36
0.67
222.92
3
10
23,050
6,903
359
4,418
27
11,343
2,013
8
WN
Southwest Airlines Co.
MDW
Chicago, IL: Chicago Midway International
7,097
1,743
397.82
51.41
517.87
7.61
768.29
10
47
81,223
16,348
6,040
19,033
227
39,575
2,013
8
WN
Southwest Airlines Co.
MHT
Manchester, NH: Manchester-Boston Regional
477
160
71.04
2.92
27.47
1.07
57.5
1
0
6,694
2,676
146
1,071
17
2,784
2,013
8
WN
Southwest Airlines Co.
MKE
Milwaukee, WI: General Mitchell International
923
238
74.81
3.3
33.1
1.53
125.27
0
0
10,422
2,845
215
1,242
26
6,094
2,013
8
WN
Southwest Airlines Co.
MSP
Minneapolis, MN: Minneapolis-St Paul International
640
176
51.95
3.54
22.72
0
97.79
0
0
8,545
2,381
125
1,059
0
4,980
2,013
8
WN
Southwest Airlines Co.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
1,383
322
127.42
12.53
28.89
1.86
151.31
6
3
14,462
5,026
719
1,011
54
7,652
2,013
8
WN
Southwest Airlines Co.
OAK
Oakland, CA: Metropolitan Oakland International
3,027
765
218.29
5.5
60.12
1.72
479.37
47
0
32,190
7,975
539
2,294
49
21,333
2,013
8
WN
Southwest Airlines Co.
PVD
Providence, RI: Theodore Francis Green State
610
202
80.49
5.1
32.86
0
83.55
0
0
8,547
3,479
260
1,411
0
3,397
2,013
8
WN
Southwest Airlines Co.
PWM
Portland, ME: Portland International Jetport
91
38
11.97
0.49
2.85
0
22.69
0
0
1,668
513
38
128
0
989
2,013
8
WN
Southwest Airlines Co.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
682
210
83.97
6.51
24.35
0
95.17
2
2
8,064
2,820
409
757
0
4,078
2,013
8
WN
Southwest Airlines Co.
RNO
Reno, NV: Reno/Tahoe International
757
217
61.67
3.04
25.66
0
126.63
0
2
9,935
2,471
226
866
0
6,372
2,013
8
WN
Southwest Airlines Co.
ROC
Rochester, NY: Greater Rochester International
192
75
25.87
1.91
9.71
0
37.5
0
0
3,031
1,051
92
295
0
1,593
2,013
8
WN
Southwest Airlines Co.
RSW
Fort Myers, FL: Southwest Florida International
119
27
7.06
0.87
6.14
0
12.93
0
0
793
245
41
147
0
360
2,013
8
WN
Southwest Airlines Co.
SAN
San Diego, CA: San Diego International
2,718
748
207.23
6.06
78.76
1.2
454.75
28
2
34,037
7,979
329
2,477
28
23,224
2,013
8
WN
Southwest Airlines Co.
SAT
San Antonio, TX: San Antonio International
1,340
324
129.13
4.05
28.87
0
161.95
4
1
15,735
5,115
425
1,076
0
9,119
2,013
8
WN
Southwest Airlines Co.
SDF
Louisville, KY: Louisville Muhammad Ali International
531
122
48.03
0.59
15.39
0
58
1
1
4,817
1,707
32
472
0
2,606
2,013
8
WN
Southwest Airlines Co.
SEA
Seattle, WA: Seattle/Tacoma International
1,300
347
112.13
2.08
57.36
0.31
175.13
0
0
14,818
4,590
139
1,650
9
8,430
2,013
8
WN
Southwest Airlines Co.
SFO
San Francisco, CA: San Francisco International
1,377
658
103.35
31.45
284.12
0.63
238.45
63
3
40,527
5,857
2,072
18,404
13
14,181
2,013
8
WN
Southwest Airlines Co.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
2,009
476
127.08
1.73
43.22
0.65
303.32
19
0
21,122
5,611
94
1,399
18
14,000
2,013
8
WN
Southwest Airlines Co.
DAL
Dallas, TX: Dallas Love Field
3,673
766
179.94
22.02
106.89
1.87
455.28
33
12
38,579
7,383
2,405
4,885
32
23,874
2,013
8
WN
Southwest Airlines Co.
DAY
Dayton, OH: James M Cox/Dayton International
31
4
2.9
0
0.13
0
0.98
0
0
137
65
0
2
0
70
2,013
8
WN
Southwest Airlines Co.
DCA
Washington, DC: Ronald Reagan Washington National
142
18
7.28
2.06
2.79
0
5.87
0
0
876
335
143
102
0
296
2,013
8
WN
Southwest Airlines Co.
DEN
Denver, CO: Denver International
4,995
1,291
368.7
36.74
311.9
6.77
566.89
3
24
62,703
18,239
3,780
12,864
210
27,610
2,013
8
WN
Southwest Airlines Co.
DSM
Des Moines, IA: Des Moines International
59
24
7.36
0.44
1.02
0
15.19
0
0
1,501
333
51
27
0
1,090
2,013
8
WN
Southwest Airlines Co.
DTW
Detroit, MI: Detroit Metro Wayne County
517
158
60.87
4.43
23.02
0
69.68
0
0
7,277
2,579
389
749
0
3,560
2,013
8
WN
Southwest Airlines Co.
ECP
Panama City, FL: Northwest Florida Beaches International
178
37
15.85
0
3.03
0
18.12
0
2
1,276
527
0
69
0
680
2,013
8
WN
Southwest Airlines Co.
ELP
El Paso, TX: El Paso International
783
195
68.47
0.8
13.97
0
111.76
2
0
9,619
3,340
51
560
0
5,668
2,013
8
WN
Southwest Airlines Co.
EWR
Newark, NJ: Newark Liberty International
520
172
51.8
11.1
50.47
0
58.64
0
5
10,446
3,630
708
3,102
0
3,006
2,013
8
WN
Southwest Airlines Co.
EYW
Key West, FL: Key West International
93
11
3.93
2.86
2.16
0.92
1.13
0
0
296
81
124
44
23
24
2,013
8
WN
Southwest Airlines Co.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
871
206
73.6
8.47
25.28
1
97.65
0
1
8,233
2,712
542
739
15
4,225
2,013
8
WN
Southwest Airlines Co.
FNT
Flint, MI: Bishop International
153
42
23.64
1.2
2.77
0
14.39
0
0
1,731
800
25
95
0
811
2,013
8
WN
Southwest Airlines Co.
GEG
Spokane, WA: Spokane International
300
97
33.14
0.7
5.83
0
57.33
0
0
4,089
1,297
12
210
0
2,570
2,013
8
WN
Southwest Airlines Co.
GSP
Greer, SC: Greenville-Spartanburg International
186
59
24.27
0.22
8.14
0
26.37
0
0
2,347
832
16
237
0
1,262
2,013
8
WN
Southwest Airlines Co.
HOU
Houston, TX: William P Hobby
4,358
876
278.45
29.18
154.76
3.2
410.41
28
16
38,994
10,934
1,951
6,424
85
19,600
2,013
8
WN
Southwest Airlines Co.
HRL
Harlingen/San Benito, TX: Valley International
238
36
20.54
1.06
2.11
0
12.29
1
0
1,796
871
34
76
0
815
2,013
8
WN
Southwest Airlines Co.
IAD
Washington, DC: Washington Dulles International
237
78
30.03
1
11.07
0
35.9
0
0
3,183
1,021
70
425
0
1,667
2,013
8
WN
Southwest Airlines Co.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
149
36
13.27
1.45
5.39
0
15.89
0
1
1,899
458
279
242
0
920
2,013
8
WN
Southwest Airlines Co.
IND
Indianapolis, IN: Indianapolis International
470
120
38.23
3.03
12.2
1
65.55
1
0
6,118
1,508
234
497
18
3,861
2,013
8
WN
Southwest Airlines Co.
ISP
Islip, NY: Long Island MacArthur
380
158
53.81
4.24
23.42
0.18
76.35
0
0
8,874
2,748
309
1,124
3
4,690
2,013
8
WN
Southwest Airlines Co.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
131
36
14.44
1.96
1.15
0
18.44
0
0
1,818
804
72
27
0
915
2,013
8
WN
Southwest Airlines Co.
JAX
Jacksonville, FL: Jacksonville International
452
129
47.36
1.39
12.94
1.27
66.04
0
0
5,421
1,806
104
439
23
3,049
2,013
8
WN
Southwest Airlines Co.
LAS
Las Vegas, NV: McCarran International
6,518
1,472
311.56
37.11
284.19
2
837.15
24
9
67,566
12,730
3,295
12,424
37
39,080
2,013
8
WN
Southwest Airlines Co.
LAX
Los Angeles, CA: Los Angeles International
3,241
969
248.74
14.15
228.19
1.76
476.15
43
0
44,034
10,572
884
7,897
39
24,642
2,013
8
WN
Southwest Airlines Co.
LBB
Lubbock, TX: Lubbock Preston Smith International
230
49
15.86
0.44
7.11
0
25.59
1
1
2,142
473
26
261
0
1,382
2,013
8
WN
Southwest Airlines Co.
LGA
New York, NY: LaGuardia
527
186
60.08
11.98
65.15
0
48.79
2
5
11,258
2,894
1,148
4,427
0
2,789
2,013
8
WN
Southwest Airlines Co.
BOI
Boise, ID: Boise Air Terminal
272
86
30.4
0.22
3.66
0
51.72
0
1
3,967
1,376
32
158
0
2,401
2,013
8
WN
Southwest Airlines Co.
BOS
Boston, MA: Logan International
728
243
84.34
6.34
47.25
0.12
104.96
1
0
10,925
3,503
542
2,187
3
4,690
2,013
8
WN
Southwest Airlines Co.
BUF
Buffalo, NY: Buffalo Niagara International
513
160
75.88
2.08
25.37
0.15
56.53
0
0
6,621
2,941
301
890
6
2,483
2,013
8
WN
Southwest Airlines Co.
BUR
Burbank, CA: Bob Hope
1,437
281
81.3
6.16
21.45
0
172.09
30
1
11,543
2,876
544
753
0
7,370
2,013
8
WN
Southwest Airlines Co.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
5,403
1,083
253.79
16.52
204.95
1.9
605.84
7
1
46,197
10,792
1,111
6,868
41
27,385
2,013
8
WN
Southwest Airlines Co.
CAK
Akron, OH: Akron-Canton Regional
88
33
9.93
0.22
3.33
0
19.51
0
0
1,541
403
23
100
0
1,015
2,013
8
WN
Southwest Airlines Co.
CHS
Charleston, SC: Charleston AFB/International
217
71
26.27
0.76
15.3
0
28.68
0
0
3,264
1,027
56
557
0
1,624
2,013
8
WN
Southwest Airlines Co.
CLE
Cleveland, OH: Cleveland-Hopkins International
392
140
59.29
2.01
14.98
0
63.72
0
0
6,246
2,203
357
506
0
3,180
2,013
8
WN
Southwest Airlines Co.
CLT
Charlotte, NC: Charlotte Douglas International
183
51
24.13
4.32
5.73
0
16.82
0
0
2,261
969
178
209
0
905
2,013
8
WN
Southwest Airlines Co.
CMH
Columbus, OH: John Glenn Columbus International
648
192
65.17
6.36
20.77
0
99.7
2
0
8,611
2,874
263
777
0
4,697
2,013
8
WN
Southwest Airlines Co.
CRP
Corpus Christi, TX: Corpus Christi International
140
26
9.83
0
1
0
15.17
0
0
978
317
0
26
0
635
2,013
8
WN
Southwest Airlines Co.
SJU
San Juan, PR: Luis Munoz Marin International
180
57
19.12
0.56
13.25
1
23.07
0
1
2,395
904
27
411
24
1,029
2,013
8
WN
Southwest Airlines Co.
SLC
Salt Lake City, UT: Salt Lake City International
976
341
110.77
1.46
31.37
0.77
196.63
1
1
15,033
3,957
271
1,149
16
9,640
2,013
8
WN
Southwest Airlines Co.
SMF
Sacramento, CA: Sacramento International
1,957
436
130.39
1.18
30.99
1.35
272.1
15
2
18,505
5,170
138
1,139
38
12,020
2,013
8
WN
Southwest Airlines Co.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
1,443
341
87.26
1.84
35.04
1
215.85
25
0
13,556
3,065
113
1,224
15
9,139
2,013
8
WN
Southwest Airlines Co.
STL
St. Louis, MO: St Louis Lambert International
2,648
628
203.47
10.62
69.1
7.73
337.07
4
0
27,605
8,038
1,016
2,690
202
15,659
2,013
8
WN
Southwest Airlines Co.
TPA
Tampa, FL: Tampa International
1,623
350
107.62
6.78
60.02
0
175.58
3
11
14,365
4,025
380
2,038
0
7,922
2,013
8
WN
Southwest Airlines Co.
TUL
Tulsa, OK: Tulsa International
516
134
50.2
1.29
10.37
0
72.14
1
1
5,277
1,824
123
310
0
3,020
2,013
8
WN
Southwest Airlines Co.
TUS
Tucson, AZ: Tucson International
413
151
47.66
0.54
18.67
0
84.13
1
0
6,952
1,727
56
789
0
4,380
2,013
8
WN
Southwest Airlines Co.
OKC
Oklahoma City, OK: Will Rogers World
597
186
60.78
2.7
12.1
0
110.42
0
0
8,186
2,705
209
493
0
4,779
2,013
8
WN
Southwest Airlines Co.
OMA
Omaha, NE: Eppley Airfield
467
136
51.89
1.2
11.1
1
70.81
0
0
6,876
2,384
174
532
15
3,771
2,013
8
WN
Southwest Airlines Co.
ONT
Ontario, CA: Ontario International
996
257
78.89
1.99
20.15
0.11
155.86
8
0
11,260
3,161
139
689
2
7,269
2,013
8
WN
Southwest Airlines Co.
ORF
Norfolk, VA: Norfolk International
393
133
50.61
3.59
12.49
0.41
65.9
0
1
6,040
1,808
308
445
14
3,465
2,013
8
WN
Southwest Airlines Co.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
125
35
17.14
0
6.08
0
11.79
0
0
1,787
854
0
298
0
635
2,013
8
WN
Southwest Airlines Co.
PDX
Portland, OR: Portland International
1,066
250
71.48
1.69
20.29
0.84
155.69
0
1
11,254
2,602
182
809
16
7,645
2,013
8
WN
Southwest Airlines Co.
PHL
Philadelphia, PA: Philadelphia International
575
200
65.02
17.86
47.03
0
70.09
1
0
11,806
4,151
1,224
2,454
0
3,977
2,013
8
WN
Southwest Airlines Co.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
4,986
1,267
367.33
16.66
184.01
3.07
695.93
28
17
55,837
15,556
727
6,081
87
33,386
2,013
8
WN
Southwest Airlines Co.
PIT
Pittsburgh, PA: Pittsburgh International
535
164
49.05
3.81
19.09
0
92.04
0
1
7,853
1,932
264
884
0
4,773
2,013
8
WN
Southwest Airlines Co.
GRR
Grand Rapids, MI: Gerald R. Ford International
123
39
17.81
0
7.92
0
13.28
1
0
1,537
842
0
203
0
492
2,013
8
YV
Mesa Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
3,309
677
113.48
10
215.69
2
335.83
50
3
32,433
7,849
590
6,242
74
17,678
2,013
8
YV
Mesa Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
91
19
5.36
0
3.85
0
9.78
1
0
959
292
0
141
0
526
2,013
8
YV
Mesa Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
92
25
12.86
0
4.83
0
7.32
1
0
1,282
748
0
140
0
394
2,013
8
YV
Mesa Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
64
13
8.23
0
2.95
0
1.81
0
0
898
601
0
184
0
113
2,013
8
YV
Mesa Airlines Inc.
DSM
Des Moines, IA: Des Moines International
105
22
10.15
0
6.29
0
5.56
2
1
1,029
433
0
127
0
469
2,013
8
YV
Mesa Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
123
31
7.26
0
9.62
0
14.13
2
0
1,435
272
0
257
0
906
2,013
8
YV
Mesa Airlines Inc.
ELP
El Paso, TX: El Paso International
56
5
2.81
0
0.69
0.5
1
0
0
167
106
0
14
8
39
2,013
8
YV
Mesa Airlines Inc.
FAY
Fayetteville, NC: Fayetteville Regional/Grannis Field
4
2
1
0
0.21
0
0.79
0
0
107
78
0
6
0
23
2,013
8
YV
Mesa Airlines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
169
38
17.36
0
7.68
0
12.95
6
0
1,750
876
0
203
0
671
2,013
8
YV
Mesa Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
591
284
9.45
0
51.57
0
222.98
45
0
23,214
974
0
2,195
0
20,045
2,013
8
YV
Mesa Airlines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
64
22
9.57
0
6.81
0
5.62
0
0
1,057
641
0
162
0
254
2,013
8
YV
Mesa Airlines Inc.
IAD
Washington, DC: Washington Dulles International
914
178
47.99
1.91
27.41
0
100.7
15
0
10,970
3,160
67
855
0
6,888
2,013
8
YV
Mesa Airlines Inc.
ILM
Wilmington, NC: Wilmington International
147
26
10.06
0
7.48
0.99
7.47
4
0
1,407
717
0
216
279
195
2,013
8
YV
Mesa Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
110
24
7.58
0
8.41
0.5
7.51
1
0
757
227
0
193
28
309