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
YX
Republic Airline
CMH
Columbus, OH: John Glenn Columbus International
1,085
125
35.95
4.02
53.86
0
31.17
15
0
9,053
3,253
512
1,879
0
3,409
2,023
8
YX
Republic Airline
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
392
42
14.78
0.59
15.73
0.87
10.03
2
0
2,119
612
70
686
72
679
2,023
8
YX
Republic Airline
DAY
Dayton, OH: James M Cox/Dayton International
29
3
1
0
1
0
1
0
0
124
64
0
21
0
39
2,023
8
YX
Republic Airline
DCA
Washington, DC: Ronald Reagan Washington National
1,952
267
56.04
10.64
112.23
1.01
87.08
30
10
17,745
3,785
1,561
4,647
35
7,717
2,023
8
YX
Republic Airline
DLH
Duluth, MN: Duluth International
31
1
0
0
1
0
0
1
0
15
0
0
15
0
0
2,023
8
YX
Republic Airline
DSM
Des Moines, IA: Des Moines International
55
9
2.18
0
4.49
0
2.33
2
0
335
58
0
214
0
63
2,023
8
YX
Republic Airline
DTW
Detroit, MI: Detroit Metro Wayne County
222
31
4.5
0.45
19.46
0
6.59
4
0
1,557
211
23
630
0
693
2,023
8
YX
Republic Airline
ECP
Panama City, FL: Northwest Florida Beaches International
20
3
0
0
1
0
2
0
0
136
0
0
24
0
112
2,023
8
YX
Republic Airline
EWR
Newark, NJ: Newark Liberty International
2,502
228
45.41
11.31
127.72
0
43.56
40
5
15,990
3,785
1,541
5,682
0
4,982
2,023
8
YX
Republic Airline
EYW
Key West, FL: Key West International
64
5
1
0
4
0
0
1
3
147
22
0
125
0
0
2,023
8
YX
Republic Airline
GRR
Grand Rapids, MI: Gerald R. Ford International
129
16
8.08
0
5.21
0
2.72
3
0
672
347
0
165
0
160
2,023
8
YX
Republic Airline
GSO
Greensboro/High Point, NC: Piedmont Triad International
168
11
2.58
0
5
0
3.42
7
0
527
185
0
177
0
165
2,023
8
YX
Republic Airline
GSP
Greer, SC: Greenville-Spartanburg International
169
14
2.74
0
6
0
5.26
5
0
695
115
0
149
0
431
2,023
8
YX
Republic Airline
HHH
Hilton Head, SC: Hilton Head Airport
140
14
4.07
0.59
7.82
0
1.52
4
0
928
132
46
551
0
199
2,023
8
YX
Republic Airline
HPN
White Plains, NY: Westchester County
60
13
1.98
0
7.69
0
3.33
0
0
503
90
0
206
0
207
2,023
8
YX
Republic Airline
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
YX
Republic Airline
IAD
Washington, DC: Washington Dulles International
641
64
15.96
3.66
34.91
0
9.47
7
1
3,165
672
264
1,309
0
920
2,023
8
YX
Republic Airline
IAH
Houston, TX: George Bush Intercontinental/Houston
50
4
0
0
3
0
1
0
0
161
0
0
90
0
71
2,023
8
YX
Republic Airline
ILM
Wilmington, NC: Wilmington International
171
15
3.17
0
8
0
3.83
6
0
636
185
0
191
0
260
2,023
8
YX
Republic Airline
IND
Indianapolis, IN: Indianapolis International
986
113
34.35
5.14
39.72
0
33.79
13
0
9,265
3,223
886
2,585
0
2,571
2,023
8
YX
Republic Airline
JAX
Jacksonville, FL: Jacksonville International
110
12
3.84
0
3.48
0
4.68
3
0
493
105
0
134
0
254
2,023
8
YX
Republic Airline
JFK
New York, NY: John F. Kennedy International
1,589
263
46.8
16.08
124.94
2.66
72.52
28
2
19,027
4,356
1,207
7,039
59
6,366
2,023
8
YX
Republic Airline
LEX
Lexington, KY: Blue Grass
27
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2,023
8
YX
Republic Airline
LGA
New York, NY: LaGuardia
3,380
341
91.42
24.9
140.92
1.05
82.7
58
4
22,998
6,733
3,022
7,533
90
5,620
2,023
8
YX
Republic Airline
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
31
7
0
0
5
0
2
1
0
178
0
0
125
0
53
2,023
8
YX
Republic Airline
MCI
Kansas City, MO: Kansas City International
98
18
2.47
0.85
7.89
0
6.79
1
0
1,287
262
188
295
0
542
2,023
8
YX
Republic Airline
MDT
Harrisburg, PA: Harrisburg International
124
12
5.08
0.73
4.61
0
1.58
2
0
531
175
115
124
0
117
2,023
8
YX
Republic Airline
MEM
Memphis, TN: Memphis International
192
26
5.68
0
8.46
0
11.86
7
0
1,298
310
0
276
0
712
2,023
8
YX
Republic Airline
MHT
Manchester, NH: Manchester Boston Regional
70
10
1.9
1
3.95
0
3.15
2
1
370
97
15
106
0
152
2,023
8
YX
Republic Airline
MIA
Miami, FL: Miami International
40
4
3.18
0
0.12
0
0.71
0
0
226
198
0
4
0
24
2,023
8
YX
Republic Airline
MKE
Milwaukee, WI: General Mitchell International
148
23
7.31
0
14.3
0
1.39
0
0
978
435
0
497
0
46
2,023
8
YX
Republic Airline
MSN
Madison, WI: Dane County Regional-Truax Field
62
6
1.52
0
2.2
0
2.29
2
0
273
145
0
57
0
71
2,023
8
YX
Republic Airline
MSP
Minneapolis, MN: Minneapolis-St Paul International
60
8
3.07
0
4.88
0
0.06
1
0
290
186
0
98
0
6
2,023
8
YX
Republic Airline
MSY
New Orleans, LA: Louis Armstrong New Orleans International
17
1
0
0
0
0
1
0
0
21
0
0
0
0
21
2,023
8
YX
Republic Airline
MVY
Martha's Vineyard, MA: Martha's Vineyard Airport
146
16
6.47
1
4.82
0
3.71
1
0
915
390
40
255
0
230
2,023
8
YX
Republic Airline
MYR
Myrtle Beach, SC: Myrtle Beach International
48
12
4.88
0.67
3.68
0
2.77
2
0
346
112
28
115
0
91
2,023
8
YX
Republic Airline
OKC
Oklahoma City, OK: Will Rogers World
65
7
0.14
0.73
4.42
0
1.71
0
0
462
7
129
203
0
123
2,023
8
YX
Republic Airline
OMA
Omaha, NE: Eppley Airfield
83
11
3.1
0.19
4.94
0
2.77
2
0
616
119
15
220
0
262
2,023
8
YX
Republic Airline
ORD
Chicago, IL: Chicago O'Hare International
808
82
14.27
6.34
30.07
0.53
30.78
8
1
7,683
1,325
1,699
1,349
24
3,286
2,023
8
YX
Republic Airline
ORF
Norfolk, VA: Norfolk International
426
46
11.36
0
19.02
0
15.62
8
1
2,122
478
0
697
0
947
2,023
8
YX
Republic Airline
ORH
Worcester, MA: Worcester Regional
31
1
0
0
0
0
1
0
0
37
0
0
0
0
37
2,023
8
YX
Republic Airline
PHL
Philadelphia, PA: Philadelphia International
528
48
14.6
3.6
12.26
0
17.54
5
1
2,848
1,090
178
387
0
1,193
2,023
8
YX
Republic Airline
PIT
Pittsburgh, PA: Pittsburgh International
823
86
20.58
0.64
28.16
0
36.61
14
0
7,857
3,078
47
1,147
0
3,585
2,023
8
YX
Republic Airline
PNS
Pensacola, FL: Pensacola International
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
8
YX
Republic Airline
PVD
Providence, RI: Rhode Island Tf Green International
90
5
1.69
0
1.04
0
2.28
1
0
1,027
65
0
32
0
930
2,023
8
YX
Republic Airline
PWM
Portland, ME: Portland International Jetport
218
20
7.3
0
7.11
0
5.59
3
0
836
299
0
236
0
301
2,023
8
YX
Republic Airline
RDU
Raleigh/Durham, NC: Raleigh-Durham International
431
45
9.05
1.14
16.69
0.53
17.59
10
1
2,845
606
90
609
9
1,531
2,023
8
YX
Republic Airline
RIC
Richmond, VA: Richmond International
265
39
11
1
12.15
0
14.85
4
0
2,217
893
26
517
0
781
2,023
8
YX
Republic Airline
ROA
Roanoke, VA: Roanoke Blacksburg Regional
27
2
0.45
0
0
0
1.55
0
0
131
15
0
0
0
116
2,023
8
YX
Republic Airline
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
65
9
1.33
0
6.67
0
1
0
0
336
46
0
222
0
68
2,023
8
YX
Republic Airline
SAV
Savannah, GA: Savannah/Hilton Head International
47
9
3.24
0
4
0
1.76
1
0
399
134
0
141
0
124
2,023
8
YX
Republic Airline
SDF
Louisville, KY: Louisville Muhammad Ali International
474
59
15.97
1.84
15.9
0
25.29
7
3
2,619
654
207
607
0
1,151
2,023
8
YX
Republic Airline
STL
St. Louis, MO: St Louis Lambert International
112
10
3.31
0
4.49
0
2.21
1
0
596
334
0
123
0
139
2,023
8
YX
Republic Airline
SYR
Syracuse, NY: Syracuse Hancock International
65
7
1.68
0
1.26
0
4.06
1
0
433
52
0
27
0
354
2,023
8
YX
Republic Airline
TPA
Tampa, FL: Tampa International
33
8
0
0.7
1.25
0
6.04
3
0
491
0
23
53
0
415
2,023
8
YX
Republic Airline
TUL
Tulsa, OK: Tulsa International
60
6
1.25
0
2
0
2.75
1
0
360
28
0
60
0
272
2,023
8
YX
Republic Airline
TVC
Traverse City, MI: Cherry Capital
131
19
4.67
0
12.65
0
1.68
0
0
601
171
0
353
0
77
2,023
8
YX
Republic Airline
TYS
Knoxville, TN: McGhee Tyson
32
2
0
0
1.41
0
0.59
1
0
33
0
0
23
0
10
2,023
8
YX
Republic Airline
XNA
Fayetteville, AR: Northwest Arkansas National
56
6
1.68
0
1.13
0
3.19
1
1
345
153
0
26
0
166
2,023
7
9E
Endeavor Air Inc.
ABE
Allentown/Bethlehem/Easton, PA: Lehigh Valley International
86
9
6
0
1
0
2
1
0
375
230
0
52
0
93
2,023
7
9E
Endeavor Air Inc.
ABY
Albany, GA: Southwest Georgia Regional
62
8
2
0
2.12
0
3.88
0
1
468
92
0
92
0
284
2,023
7
9E
Endeavor Air Inc.
AEX
Alexandria, LA: Alexandria International
62
12
4.04
0
5.96
0
2
0
0
692
247
0
198
0
247
2,023
7
9E
Endeavor Air Inc.
AGS
Augusta, GA: Augusta Regional at Bush Field
108
18
8.84
1.84
1.4
0
5.92
1
0
1,274
542
125
70
0
537
2,023
7
9E
Endeavor Air Inc.
ALB
Albany, NY: Albany International
110
26
7.89
1
5.48
0
11.64
7
1
1,796
498
28
346
0
924
2,023
7
9E
Endeavor Air Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
1,696
215
62.45
21.32
41.76
0
89.47
8
2
19,809
8,186
2,638
1,961
0
7,024
2,023
7
9E
Endeavor Air Inc.
ATW
Appleton, WI: Appleton International
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
AUS
Austin, TX: Austin - Bergstrom International
66
9
7.89
0
0.41
0
0.7
1
0
787
677
0
51
0
59
2,023
7
9E
Endeavor Air Inc.
AVL
Asheville, NC: Asheville Regional
59
12
4.86
0
5.42
0
1.72
6
0
538
270
0
167
0
101
2,023
7
9E
Endeavor Air Inc.
AZO
Kalamazoo, MI: Kalamazoo/Battle Creek International
62
5
2.84
0.95
0.26
0
0.95
0
0
640
125
36
28
0
451
2,023
7
9E
Endeavor Air Inc.
BDL
Hartford, CT: Bradley International
32
6
0.98
0
0.33
0
4.69
5
0
337
108
0
16
0
213
2,023
7
9E
Endeavor Air Inc.
BGM
Binghamton, NY: Greater Binghamton/Edwin A. Link Field
55
18
1.75
0.33
7.36
0
8.56
6
0
2,162
1,009
7
554
0
592
2,023
7
9E
Endeavor Air Inc.
BGR
Bangor, ME: Bangor International
124
26
8.06
1.01
3.41
0
13.52
13
0
2,195
661
71
459
0
1,004
2,023
7
9E
Endeavor Air Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
86
16
6.62
0.03
3.74
0
5.61
12
0
1,510
632
5
406
0
467
2,023
7
9E
Endeavor Air Inc.
BNA
Nashville, TN: Nashville International
93
25
13.7
2
5.24
0
4.06
6
0
1,865
1,118
105
361
0
281
2,023
7
9E
Endeavor Air Inc.
BQK
Brunswick, GA: Brunswick Golden Isles
62
4
2
1
0
0
1
1
1
333
148
145
0
0
40
2,023
7
9E
Endeavor Air Inc.
BTV
Burlington, VT: Burlington International
148
32
5.25
1
16.18
0
9.57
11
0
1,332
297
29
545
0
461
2,023
7
9E
Endeavor Air Inc.
BUF
Buffalo, NY: Buffalo Niagara International
187
36
14.47
0.05
12.62
0
8.85
19
0
3,004
772
7
1,691
0
534
2,023
7
9E
Endeavor Air Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
62
18
3.26
1
5.73
0
8.02
12
0
2,765
312
962
467
0
1,024
2,023
7
9E
Endeavor Air Inc.
CAE
Columbia, SC: Columbia Metropolitan
91
22
6.01
0
6.94
0
9.04
7
0
2,232
532
0
290
0
1,410
2,023
7
9E
Endeavor Air Inc.
CHA
Chattanooga, TN: Lovell Field
147
27
11.93
2.53
2.73
0
9.81
0
1
1,499
521
123
128
0
727
2,023
7
9E
Endeavor Air Inc.
CHO
Charlottesville, VA: Charlottesville Albemarle
145
23
8.11
0
6.15
0
8.74
13
0
1,540
644
0
289
0
607
2,023
7
9E
Endeavor Air Inc.
CHS
Charleston, SC: Charleston AFB/International
140
20
3.95
0.63
9.46
0
5.96
14
1
1,224
204
11
641
0
368
2,023
7
9E
Endeavor Air Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
318
60
19.86
2.72
16.58
0
20.85
21
0
3,892
1,088
416
776
0
1,612
2,023
7
9E
Endeavor Air Inc.
CLT
Charlotte, NC: Charlotte Douglas International
206
38
12.98
0
11.44
0
13.58
25
0
2,951
1,109
0
803
0
1,039
2,023
7
9E
Endeavor Air Inc.
CMH
Columbus, OH: John Glenn Columbus International
92
13
5.15
0.66
2.99
0
4.2
0
0
689
277
59
159
0
194
2,023
7
9E
Endeavor Air Inc.
CRW
Charleston/Dunbar, WV: West Virginia International Yeager
2
1
1
0
0
0
0
0
0
18
18
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
CSG
Columbus, GA: Columbus Airport
82
17
8.32
0.52
3.23
0
4.93
0
0
1,116
359
56
263
0
438
2,023
7
9E
Endeavor Air Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
593
125
29.03
3.52
47.8
0
44.65
44
2
11,219
2,685
756
3,222
0
4,556
2,023
7
9E
Endeavor Air Inc.
CWA
Mosinee, WI: Central Wisconsin
63
8
4
0
2
0
2
0
1
477
239
0
47
0
191
2,023
7
9E
Endeavor Air Inc.
DAY
Dayton, OH: James M Cox/Dayton International
33
9
1.28
0
3.8
0
3.92
4
0
1,016
152
0
322
0
542
2,023
7
9E
Endeavor Air Inc.
DCA
Washington, DC: Ronald Reagan Washington National
200
44
7.28
0.92
24.73
0
11.07
7
1
3,541
428
42
2,185
0
886
2,023
7
9E
Endeavor Air Inc.
DHN
Dothan, AL: Dothan Regional
62
6
1.82
1
2.24
0
0.93
0
0
259
130
42
41
0
46
2,023
7
9E
Endeavor Air Inc.
DLH
Duluth, MN: Duluth International
29
6
2
0.82
1.18
0
2
0
0
292
85
61
29
0
117
2,023
7
9E
Endeavor Air Inc.
DSM
Des Moines, IA: Des Moines International
209
49
19.18
3.91
9.22
0
16.69
6
0
2,721
978
160
446
0
1,137
2,023
7
9E
Endeavor Air Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
1,668
323
71.95
14.33
86.94
0
149.78
18
0
26,094
8,594
924
4,312
0
12,264
2,023
7
9E
Endeavor Air Inc.
EVV
Evansville, IN: Evansville Regional
82
11
4.65
0
1.62
0
4.73
0
0
706
328
0
47
0
331
2,023
7
9E
Endeavor Air Inc.
EWR
Newark, NJ: Newark Liberty International
144
27
8.27
2.99
12.38
0
3.36
20
2
2,142
677
245
1,074
0
146
2,023
7
9E
Endeavor Air Inc.
FAR
Fargo, ND: Hector International
38
2
1
0
0
0
1
0
0
87
48
0
0
0
39
2,023
7
9E
Endeavor Air Inc.
FAY
Fayetteville, NC: Fayetteville Regional/Grannis Field
31
5
1.83
0.48
1
0
1.69
0
0
147
54
14
31
0
48
2,023
7
9E
Endeavor Air Inc.
FSD
Sioux Falls, SD: Joe Foss Field
109
21
15.83
0
1.53
0
3.65
0
0
1,085
822
0
29
0
234