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
WN
Southwest Airlines Co.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
1,315
312
86.82
4.4
95.85
0.15
124.78
8
24
16,567
3,996
415
5,441
11
6,704
2,023
8
WN
Southwest Airlines Co.
GEG
Spokane, WA: Spokane International
332
87
31.29
0.43
9.83
0
45.45
0
0
3,697
1,283
44
310
0
2,060
2,023
8
WN
Southwest Airlines Co.
GRR
Grand Rapids, MI: Gerald R. Ford International
163
42
19.32
0.5
6.32
0
15.86
0
0
1,771
604
36
355
0
776
2,023
8
WN
Southwest Airlines Co.
GSP
Greer, SC: Greenville-Spartanburg International
101
23
4.45
0.82
2.86
0
14.88
1
0
1,193
204
120
109
0
760
2,023
8
WN
Southwest Airlines Co.
HDN
Hayden, CO: Yampa Valley
31
5
2.19
0
0.25
0
2.56
0
0
146
64
0
4
0
78
2,023
8
WN
Southwest Airlines Co.
HNL
Honolulu, HI: Daniel K Inouye International
1,271
181
60.62
1.59
53.51
4.21
61.07
11
2
7,770
2,937
111
1,562
79
3,081
2,023
8
WN
Southwest Airlines Co.
HOU
Houston, TX: William P Hobby
4,332
771
215.62
14.46
115.92
0.44
424.56
40
4
36,444
9,550
1,018
4,913
18
20,945
2,023
8
WN
Southwest Airlines Co.
HRL
Harlingen/San Benito, TX: Valley International
180
23
7.05
0
2.27
0
13.68
0
0
681
268
0
44
0
369
2,023
8
WN
Southwest Airlines Co.
IAD
Washington, DC: Washington Dulles International
174
47
20.15
0.19
9.11
0
17.55
0
0
1,989
699
15
392
0
883
2,023
8
WN
Southwest Airlines Co.
IAH
Houston, TX: George Bush Intercontinental/Houston
510
76
24.84
0.28
9.14
0
41.74
5
1
3,038
855
11
353
0
1,819
2,023
8
WN
Southwest Airlines Co.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
153
53
17.46
0
4.79
0
30.76
0
0
2,158
672
0
241
0
1,245
2,023
8
WN
Southwest Airlines Co.
IND
Indianapolis, IN: Indianapolis International
947
239
71.05
4.68
45.46
0.92
116.88
14
1
12,160
3,312
298
1,675
49
6,826
2,023
8
WN
Southwest Airlines Co.
ISP
Islip, NY: Long Island MacArthur
208
57
17.66
0
3.1
0
36.23
1
0
2,654
684
0
91
0
1,879
2,023
8
WN
Southwest Airlines Co.
ITO
Hilo, HI: Hilo International
155
9
3.54
0
0.57
0
4.9
0
0
440
263
0
16
0
161
2,023
8
WN
Southwest Airlines Co.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
209
36
13.66
0.4
7.37
0
14.57
2
0
1,804
486
30
244
0
1,044
2,023
8
WN
Southwest Airlines Co.
JAX
Jacksonville, FL: Jacksonville International
357
90
36.56
1.06
15.13
0
37.25
12
1
3,703
1,560
43
452
0
1,648
2,023
8
WN
Southwest Airlines Co.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
372
64
22.11
0
20.87
0.76
20.26
1
0
2,713
1,059
0
600
16
1,038
2,023
8
WN
Southwest Airlines Co.
LAS
Las Vegas, NV: Harry Reid International
7,582
1,764
416.48
21.86
489.31
12.11
824.25
254
30
82,428
18,075
2,155
22,357
380
39,461
2,023
8
WN
Southwest Airlines Co.
LAX
Los Angeles, CA: Los Angeles International
2,753
769
226.44
7.5
134.65
1.5
398.91
34
1
35,049
9,457
767
4,966
32
19,827
2,023
8
WN
Southwest Airlines Co.
LBB
Lubbock, TX: Lubbock Preston Smith International
234
51
23
0.33
3.29
0
24.38
0
0
2,234
899
24
148
0
1,163
2,023
8
WN
Southwest Airlines Co.
LGA
New York, NY: LaGuardia
1,085
246
91.62
5.06
66.91
0
82.41
12
3
9,574
3,568
265
2,173
0
3,568
2,023
8
WN
Southwest Airlines Co.
LGB
Long Beach, CA: Long Beach Airport
1,316
250
73.33
0.55
41.67
0.47
133.98
38
1
9,503
2,580
70
1,251
8
5,594
2,023
8
WN
Southwest Airlines Co.
LIH
Lihue, HI: Lihue Airport
372
65
18.08
0.78
13.67
0.86
31.62
1
2
2,516
684
145
433
30
1,224
2,023
8
WN
Southwest Airlines Co.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
209
60
22.3
0
3.39
0
34.32
0
0
2,608
864
0
113
0
1,631
2,023
8
WN
Southwest Airlines Co.
MAF
Midland/Odessa, TX: Midland International Air and Space Port
344
49
18.32
0.19
4.54
0
25.95
2
0
2,158
882
15
174
0
1,087
2,023
8
WN
Southwest Airlines Co.
MCI
Kansas City, MO: Kansas City International
2,234
535
165.12
8.99
82.63
1.83
276.43
19
3
25,452
7,455
694
2,770
113
14,420
2,023
8
WN
Southwest Airlines Co.
MCO
Orlando, FL: Orlando International
3,265
756
212.87
17.83
196.65
1.95
326.69
40
14
38,811
10,766
1,704
9,547
78
16,716
2,023
8
WN
Southwest Airlines Co.
MDW
Chicago, IL: Chicago Midway International
7,159
1,569
421.79
22.67
301.75
5.36
817.44
88
17
77,003
18,773
1,630
13,208
297
43,095
2,023
8
WN
Southwest Airlines Co.
MEM
Memphis, TN: Memphis International
287
80
37.61
1.73
8.41
1
31.24
2
0
4,262
1,959
74
363
70
1,796
2,023
8
WN
Southwest Airlines Co.
MHT
Manchester, NH: Manchester Boston Regional
242
77
28.33
1.26
12.44
1
33.96
3
1
3,477
1,188
226
459
33
1,571
2,023
8
WN
Southwest Airlines Co.
MIA
Miami, FL: Miami International
453
133
39.25
3.33
37.07
0
53.35
2
0
6,885
1,589
408
2,218
0
2,670
2,023
8
WN
Southwest Airlines Co.
MKE
Milwaukee, WI: General Mitchell International
752
205
60.21
3.34
31.8
0
109.65
11
0
10,257
2,829
354
1,266
0
5,808
2,023
8
WN
Southwest Airlines Co.
MSP
Minneapolis, MN: Minneapolis-St Paul International
695
186
74.45
2.27
20.5
0
88.78
3
1
8,344
2,931
219
810
0
4,384
2,023
8
WN
Southwest Airlines Co.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
1,587
326
108.08
4.57
42.57
1
169.79
14
5
15,393
4,488
367
1,744
17
8,777
2,023
8
WN
Southwest Airlines Co.
MTJ
Montrose/Delta, CO: Montrose Regional
31
7
3.48
0
0.09
0
3.43
0
0
181
78
0
3
0
100
2,023
8
WN
Southwest Airlines Co.
MYR
Myrtle Beach, SC: Myrtle Beach International
256
72
28.3
0.51
8.27
0
34.92
2
0
3,182
927
20
465
0
1,770
2,023
8
WN
Southwest Airlines Co.
OAK
Oakland, CA: Metro Oakland International
3,375
778
215.09
3.28
72.01
2.3
485.33
70
0
36,022
9,702
306
2,355
39
23,620
2,023
8
WN
Southwest Airlines Co.
OGG
Kahului, HI: Kahului Airport
744
130
47.4
0.95
58.7
1
21.94
5
1
5,806
2,486
143
1,895
30
1,252
2,023
8
WN
Southwest Airlines Co.
OKC
Oklahoma City, OK: Will Rogers World
608
159
49.83
3.46
23.68
0
82.02
5
1
7,403
2,113
173
912
0
4,205
2,023
8
WN
Southwest Airlines Co.
OMA
Omaha, NE: Eppley Airfield
653
168
63.73
1.81
24
1
77.47
6
0
7,365
2,685
138
920
27
3,595
2,023
8
WN
Southwest Airlines Co.
ONT
Ontario, CA: Ontario International
1,030
245
80.1
1.73
28.46
1
133.7
40
0
11,799
3,499
108
1,267
16
6,909
2,023
8
WN
Southwest Airlines Co.
ORD
Chicago, IL: Chicago O'Hare International
851
231
69.12
1.7
91.26
0.67
68.26
16
4
10,133
3,075
99
3,615
10
3,334
2,023
8
WN
Southwest Airlines Co.
ORF
Norfolk, VA: Norfolk International
256
76
32.92
0.98
8.39
0
33.71
2
1
3,044
1,069
51
364
0
1,560
2,023
8
WN
Southwest Airlines Co.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
177
37
12.25
0
14.56
0
10.19
1
1
2,002
725
0
758
0
519
2,023
8
WN
Southwest Airlines Co.
PDX
Portland, OR: Portland International
1,034
237
75.81
2.71
25.05
1.67
131.75
7
1
10,781
2,950
328
813
189
6,501
2,023
8
WN
Southwest Airlines Co.
PHL
Philadelphia, PA: Philadelphia International
390
104
41.72
1.7
21.77
1
37.81
3
1
4,620
1,747
113
886
23
1,851
2,023
8
WN
Southwest Airlines Co.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
5,263
1,096
321.36
9.48
160.66
6.12
598.37
107
24
50,743
14,890
826
6,201
345
28,481
2,023
8
WN
Southwest Airlines Co.
PIT
Pittsburgh, PA: Pittsburgh International
844
211
71.29
5.14
27.46
0.5
106.61
11
4
9,652
2,997
251
935
10
5,459
2,023
8
WN
Southwest Airlines Co.
PNS
Pensacola, FL: Pensacola International
186
31
7.85
2
8.55
0
12.6
0
1
1,205
238
45
464
0
458
2,023
8
WN
Southwest Airlines Co.
PSP
Palm Springs, CA: Palm Springs International
180
33
10.09
0
7.73
0
15.17
10
0
1,479
546
0
316
0
617
2,023
8
WN
Southwest Airlines Co.
PVD
Providence, RI: Rhode Island Tf Green International
418
121
48.01
2.26
17.22
0
53.52
10
0
5,643
1,848
99
819
0
2,877
2,023
8
WN
Southwest Airlines Co.
PWM
Portland, ME: Portland International Jetport
151
55
24.8
0
7.83
0
22.37
1
0
2,165
930
0
261
0
974
2,023
8
WN
Southwest Airlines Co.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
750
209
66.38
3.12
42.96
2.1
94.45
8
1
8,808
2,562
213
1,693
66
4,274
2,023
8
WN
Southwest Airlines Co.
RIC
Richmond, VA: Richmond International
145
32
13.19
1.78
4.72
0
12.32
0
0
1,553
434
97
368
0
654
2,023
8
WN
Southwest Airlines Co.
RNO
Reno, NV: Reno/Tahoe International
772
204
56.79
1.7
17.07
0
128.43
18
0
9,067
2,351
170
760
0
5,786
2,023
8
WN
Southwest Airlines Co.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
172
53
23.74
1.01
6.81
0
21.44
1
0
2,287
822
130
325
0
1,010
2,023
8
WN
Southwest Airlines Co.
RSW
Fort Myers, FL: Southwest Florida International
481
105
30.74
4.12
17.51
0
52.62
9
4
5,178
1,118
412
991
0
2,657
2,023
8
WN
Southwest Airlines Co.
SAN
San Diego, CA: San Diego International
3,093
748
210
4.79
163.05
0.54
369.62
142
7
33,922
9,370
421
6,303
21
17,807
2,023
8
WN
Southwest Airlines Co.
SAT
San Antonio, TX: San Antonio International
1,379
316
110.28
3.44
45.52
1.48
155.28
12
1
15,054
4,976
341
1,533
33
8,171
2,023
8
WN
Southwest Airlines Co.
SAV
Savannah, GA: Savannah/Hilton Head International
208
34
11.66
0
12.64
0
9.7
5
1
1,354
447
0
492
0
415
2,023
8
WN
Southwest Airlines Co.
SBA
Santa Barbara, CA: Santa Barbara Municipal
178
33
8.49
0
4.67
0
19.84
1
0
1,484
520
0
185
0
779
2,023
8
WN
Southwest Airlines Co.
SDF
Louisville, KY: Louisville Muhammad Ali International
395
96
37.16
0
13.6
0
45.24
5
1
4,792
1,655
0
654
0
2,483
2,023
8
WN
Southwest Airlines Co.
SEA
Seattle, WA: Seattle/Tacoma International
875
245
84.86
6.22
46.83
0
107.1
4
3
11,656
3,804
845
1,695
0
5,312
2,023
8
WN
Southwest Airlines Co.
SFO
San Francisco, CA: San Francisco International
772
260
58.07
4.79
70.22
0.11
126.81
18
0
13,316
2,470
485
3,082
2
7,277
2,023
8
WN
Southwest Airlines Co.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
3,009
647
199.62
1.28
62.78
0
383.32
66
0
30,493
8,530
65
2,309
0
19,589
2,023
8
WN
Southwest Airlines Co.
SJU
San Juan, PR: Luis Munoz Marin International
335
107
43.97
1.44
9.64
0.88
51.07
3
0
4,991
1,621
118
371
15
2,866
2,023
8
WN
Southwest Airlines Co.
SLC
Salt Lake City, UT: Salt Lake City International
1,036
228
93.73
3.33
25.19
0.6
105.15
11
4
10,047
3,615
232
1,024
58
5,118
2,023
8
WN
Southwest Airlines Co.
SMF
Sacramento, CA: Sacramento International
2,750
613
181.06
3.56
61.36
1.76
365.26
65
0
27,797
7,841
310
2,063
65
17,518
2,023
8
WN
Southwest Airlines Co.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
1,272
263
82.57
2.37
26.85
1.2
150.02
52
1
10,773
3,357
162
1,002
47
6,205
2,023
8
WN
Southwest Airlines Co.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
291
67
26.36
0
17.27
0
23.36
9
1
2,418
904
0
613
0
901
2,023
8
WN
Southwest Airlines Co.
STL
St. Louis, MO: St Louis Lambert International
3,406
760
217.77
16.61
142.78
7.86
374.98
26
1
33,766
8,898
1,118
5,159
239
18,352
2,023
8
WN
Southwest Airlines Co.
SYR
Syracuse, NY: Syracuse Hancock International
97
31
17.03
0.27
2
0
11.7
1
1
1,141
567
42
54
0
478
2,023
8
WN
Southwest Airlines Co.
TPA
Tampa, FL: Tampa International
1,964
429
136.32
6.33
70.23
1.07
215.05
103
9
20,620
5,743
399
2,897
51
11,530
2,023
8
WN
Southwest Airlines Co.
TUL
Tulsa, OK: Tulsa International
476
107
38.66
0.73
9.08
0
58.53
3
1
4,768
1,503
27
414
0
2,824
2,023
8
WN
Southwest Airlines Co.
TUS
Tucson, AZ: Tucson International
323
99
30.41
0.62
16.22
1
50.74
5
1
3,991
1,268
23
551
46
2,103
2,023
8
WN
Southwest Airlines Co.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
186
27
6.47
0.52
5.11
0
14.9
1
0
938
160
17
162
0
599
2,023
8
YX
Republic Airline
ABE
Allentown/Bethlehem/Easton, PA: Lehigh Valley International
1
1
0
1
0
0
0
0
0
158
0
158
0
0
0
2,023
8
YX
Republic Airline
ACK
Nantucket, MA: Nantucket Memorial
162
18
7.16
1.73
6.89
0
2.22
0
0
1,260
515
297
363
0
85
2,023
8
YX
Republic Airline
AGS
Augusta, GA: Augusta Regional at Bush Field
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
YX
Republic Airline
ALB
Albany, NY: Albany International
93
5
0.68
0.1
2.16
0
2.07
1
0
305
17
7
74
0
207
2,023
8
YX
Republic Airline
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
120
18
1.81
1.81
7.22
0
7.16
2
0
1,527
90
123
444
0
870
2,023
8
YX
Republic Airline
AUS
Austin, TX: Austin - Bergstrom International
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
YX
Republic Airline
AVL
Asheville, NC: Asheville Regional
105
15
2.73
0
9.62
0
2.64
3
0
623
182
0
265
0
176
2,023
8
YX
Republic Airline
BDL
Hartford, CT: Bradley International
88
12
2.6
0.11
5.41
0
3.88
3
0
458
74
7
172
0
205
2,023
8
YX
Republic Airline
BGR
Bangor, ME: Bangor International
121
14
8.3
0
2.87
0
2.83
0
0
624
386
0
99
0
139
2,023
8
YX
Republic Airline
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
78
19
4.57
1.59
6.69
0.76
5.39
0
0
1,080
268
288
216
16
292
2,023
8
YX
Republic Airline
BNA
Nashville, TN: Nashville International
277
38
9.45
3.05
11.96
2
11.54
1
0
2,140
535
258
425
131
791
2,023
8
YX
Republic Airline
BOS
Boston, MA: Logan International
2,089
382
69.49
25.97
216.72
0.27
69.55
27
6
24,372
5,258
1,739
11,638
33
5,704
2,023
8
YX
Republic Airline
BTR
Baton Rouge, LA: Baton Rouge Metropolitan/Ryan Field
2
1
0.26
0
0
0
0.74
0
0
53
14
0
0
0
39
2,023
8
YX
Republic Airline
BTV
Burlington, VT: Burlington International
125
22
6.38
1.35
11.71
0
2.57
1
0
595
191
50
264
0
90
2,023
8
YX
Republic Airline
BUF
Buffalo, NY: Buffalo Niagara International
255
28
8.66
0
9.44
0
9.9
5
0
1,416
364
0
333
0
719
2,023
8
YX
Republic Airline
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
80
14
6
0
3.12
0
4.88
1
0
690
272
0
124
0
294
2,023
8
YX
Republic Airline
CAE
Columbia, SC: Columbia Metropolitan
39
6
1.13
0
2.05
0
2.81
1
0
231
26
0
81
0
124
2,023
8
YX
Republic Airline
CAK
Akron, OH: Akron-Canton Regional
2
1
0.01
0
0
0
0.99
0
0
71
1
0
0
0
70
2,023
8
YX
Republic Airline
CHA
Chattanooga, TN: Lovell Field
27
3
0
0
0.81
0
2.19
1
0
138
0
0
52
0
86
2,023
8
YX
Republic Airline
CHO
Charlottesville, VA: Charlottesville Albemarle
54
7
1.95
1.62
2.51
0
0.92
0
0
637
160
214
143
0
120
2,023
8
YX
Republic Airline
CHS
Charleston, SC: Charleston AFB/International
170
22
6.85
3.38
6.93
0
4.84
6
0
1,126
435
153
263
0
275
2,023
8
YX
Republic Airline
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
48
1
0
0
1
0
0
1
0
26
0
0
26
0
0
2,023
8
YX
Republic Airline
CLE
Cleveland, OH: Cleveland-Hopkins International
231
31
3.88
0.87
12.33
0
13.93
3
1
1,912
109
167
530
0
1,106
2,023
8
YX
Republic Airline
CLT
Charlotte, NC: Charlotte Douglas International
275
42
11.5
1.64
18.39
0
10.47
8
2
2,542
809
211
829
0
693