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
9E
Endeavor Air Inc.
GFK
Grand Forks, ND: Grand Forks International
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
169
32
9.09
3.69
6.59
0
12.64
7
0
2,493
492
269
956
0
776
2,023
7
9E
Endeavor Air Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
152
35
12.31
1.82
12.66
0
8.21
11
0
1,938
909
72
507
0
450
2,023
7
9E
Endeavor Air Inc.
GSP
Greer, SC: Greenville-Spartanburg International
82
20
4.24
0.96
7.78
0
7.03
8
0
2,368
486
131
1,352
0
399
2,023
7
9E
Endeavor Air Inc.
GTR
Columbus, MS: Golden Triangle Regional
43
8
2.76
1.59
1.67
0
1.98
0
0
499
245
65
91
0
98
2,023
7
9E
Endeavor Air Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
IAD
Washington, DC: Washington Dulles International
53
9
1.2
0
3.44
0
4.36
1
1
438
126
0
143
0
169
2,023
7
9E
Endeavor Air Inc.
ILM
Wilmington, NC: Wilmington International
128
27
7.38
1
10.47
0
8.15
12
0
2,697
576
76
1,377
0
668
2,023
7
9E
Endeavor Air Inc.
IND
Indianapolis, IN: Indianapolis International
237
58
12.59
3.45
22.01
0
19.95
21
0
4,686
759
444
2,096
0
1,387
2,023
7
9E
Endeavor Air Inc.
ITH
Ithaca/Cortland, NY: Ithaca Tompkins International
62
17
2.61
0.23
7.14
0
7.02
10
0
1,913
133
6
1,295
0
479
2,023
7
9E
Endeavor Air Inc.
JAX
Jacksonville, FL: Jacksonville International
81
27
5.32
0
13.29
0
8.39
6
0
2,094
423
0
951
0
720
2,023
7
9E
Endeavor Air Inc.
JFK
New York, NY: John F. Kennedy International
1,549
320
57.5
26.54
145.03
0
90.93
206
5
32,982
5,511
4,841
13,643
0
8,987
2,023
7
9E
Endeavor Air Inc.
LAN
Lansing, MI: Capital Region International
62
8
5.87
0
0.02
0
2.11
1
0
497
418
0
2
0
77
2,023
7
9E
Endeavor Air Inc.
LEX
Lexington, KY: Blue Grass
50
11
2.73
1.48
2.51
0
4.27
0
0
753
92
51
113
0
497
2,023
7
9E
Endeavor Air Inc.
LGA
New York, NY: LaGuardia
2,830
553
99.03
62.94
236.11
0.66
154.26
311
25
59,769
8,828
9,204
25,559
19
16,159
2,023
7
9E
Endeavor Air Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
30
8
2.04
0.98
1.01
0
3.97
2
0
506
108
79
25
0
294
2,023
7
9E
Endeavor Air Inc.
MBS
Saginaw/Bay City/Midland, MI: MBS International
23
2
1.85
0
0
0
0.15
0
0
194
176
0
0
0
18
2,023
7
9E
Endeavor Air Inc.
MCI
Kansas City, MO: Kansas City International
136
27
6.5
1.44
10.76
0
8.3
15
1
2,395
502
70
1,232
0
591
2,023
7
9E
Endeavor Air Inc.
MDT
Harrisburg, PA: Harrisburg International
11
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
MEM
Memphis, TN: Memphis International
37
12
0.88
0
3.96
0
7.16
3
1
1,118
38
0
291
0
789
2,023
7
9E
Endeavor Air Inc.
MGM
Montgomery, AL: Montgomery Regional
27
5
2.16
0
2.23
0
0.61
0
0
432
202
0
195
0
35
2,023
7
9E
Endeavor Air Inc.
MKE
Milwaukee, WI: General Mitchell International
37
9
5.88
0
1.61
0
1.51
5
0
554
349
0
40
0
165
2,023
7
9E
Endeavor Air Inc.
MLI
Moline, IL: Quad Cities International
62
12
3.09
0
1.52
0
7.39
0
0
743
148
0
50
0
545
2,023
7
9E
Endeavor Air Inc.
MLU
Monroe, LA: Monroe Regional
83
8
3
1.12
1
0
2.88
1
0
262
150
24
16
0
72
2,023
7
9E
Endeavor Air Inc.
MOB
Mobile, AL: Mobile Regional
85
6
3.2
0
2.5
0
0.3
0
0
191
137
0
44
0
10
2,023
7
9E
Endeavor Air Inc.
MQT
Marquette, MI: Marquette Sawyer Regional
31
12
6.23
1.58
1.57
0
2.63
0
0
594
353
98
48
0
95
2,023
7
9E
Endeavor Air Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
32
5
1.21
0
1.53
0
2.27
0
1
170
54
0
39
0
77
2,023
7
9E
Endeavor Air Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
772
115
40.82
5.95
18.24
0
49.98
3
1
10,971
5,774
1,156
876
0
3,165
2,023
7
9E
Endeavor Air Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
68
19
2.53
0
11.17
0
5.3
5
0
1,649
318
0
827
0
504
2,023
7
9E
Endeavor Air Inc.
OAJ
Jacksonville/Camp Lejeune, NC: Albert J Ellis
11
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
OMA
Omaha, NE: Eppley Airfield
25
12
8.19
0
1.58
0
2.23
0
0
1,522
1,042
0
65
0
415
2,023
7
9E
Endeavor Air Inc.
ORF
Norfolk, VA: Norfolk International
227
43
13.02
2.79
14.41
0
12.78
12
0
3,058
1,233
162
458
0
1,205
2,023
7
9E
Endeavor Air Inc.
ORH
Worcester, MA: Worcester Regional
26
7
3
0
2.78
0
1.22
0
0
379
171
0
111
0
97
2,023
7
9E
Endeavor Air Inc.
PIT
Pittsburgh, PA: Pittsburgh International
98
16
4.5
0.65
3.83
0
7.02
10
0
1,133
325
52
190
0
566
2,023
7
9E
Endeavor Air Inc.
PVD
Providence, RI: Rhode Island Tf Green International
64
16
3.26
0.2
4.82
0
7.71
8
0
1,099
316
24
313
0
446
2,023
7
9E
Endeavor Air Inc.
PWM
Portland, ME: Portland International Jetport
156
25
6.73
1.01
8.23
0
9.03
24
0
1,340
311
64
441
0
524
2,023
7
9E
Endeavor Air Inc.
RAP
Rapid City, SD: Rapid City Regional
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
7
9E
Endeavor Air Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
598
140
34.96
3.42
37.32
0
64.29
56
1
10,755
2,948
240
2,141
0
5,426
2,023
7
9E
Endeavor Air Inc.
RIC
Richmond, VA: Richmond International
237
49
15.75
1.63
18.82
0
12.8
15
0
3,680
949
73
1,803
0
855
2,023
7
9E
Endeavor Air Inc.
ROA
Roanoke, VA: Roanoke Blacksburg Regional
76
10
2.24
0
3.76
0
4
4
2
682
103
0
192
0
387
2,023
7
9E
Endeavor Air Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
280
63
16.32
0
15.32
0
31.37
22
0
4,903
1,281
0
1,217
0
2,405
2,023
7
9E
Endeavor Air Inc.
RST
Rochester, MN: Rochester International
12
2
1
0
0.18
0
0.82
0
0
76
19
0
10
0
47
2,023
7
9E
Endeavor Air Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
109
29
9.83
0.05
8.35
0
10.77
7
0
3,374
679
6
1,822
0
867
2,023
7
9E
Endeavor Air Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
89
13
8.04
0.63
3.42
0
0.91
1
0
1,207
985
45
129
0
48
2,023
7
9E
Endeavor Air Inc.
SHV
Shreveport, LA: Shreveport Regional
83
16
7.76
0.69
2.39
0
5.16
1
0
1,396
986
24
75
0
311
2,023
7
9E
Endeavor Air Inc.
STL
St. Louis, MO: St Louis Lambert International
129
27
10.72
1
8.97
0
6.31
15
1
1,801
488
127
820
0
366
2,023
7
9E
Endeavor Air Inc.
SYR
Syracuse, NY: Syracuse Hancock International
248
48
14.41
1.66
12.52
0.1
19.3
24
0
5,470
1,536
137
1,607
30
2,160
2,023
7
9E
Endeavor Air Inc.
TRI
Bristol/Johnson City/Kingsport, TN: Tri Cities
102
12
3.76
0.81
2.54
0
4.89
0
0
768
204
43
135
0
386
2,023
7
9E
Endeavor Air Inc.
TVC
Traverse City, MI: Cherry Capital
142
18
5.38
3
4.51
0
5.12
0
0
1,042
216
125
159
0
542
2,023
7
9E
Endeavor Air Inc.
TYS
Knoxville, TN: McGhee Tyson
221
50
16.44
3
13.25
0
17.31
9
0
4,242
1,748
420
520
0
1,554
2,023
7
9E
Endeavor Air Inc.
VLD
Valdosta, GA: Valdosta Regional
62
11
6.51
0.6
1.68
0
2.21
0
0
579
363
30
76
0
110
2,023
7
9E
Endeavor Air Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
45
5
1.97
0
2.63
0
0.4
0
0
152
88
0
43
0
21
2,023
7
AA
American Airlines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
276
84
36.27
2.25
8.39
0
37.09
0
1
8,734
3,352
139
310
0
4,933
2,023
7
AA
American Airlines Inc.
ALB
Albany, NY: Albany International
92
38
13.37
2.83
5.23
0.89
15.68
2
1
3,016
929
439
250
39
1,359
2,023
7
AA
American Airlines Inc.
AMA
Amarillo, TX: Rick Husband Amarillo International
53
14
7.59
0
1.51
0
4.9
0
1
915
342
0
33
0
540
2,023
7
AA
American Airlines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
93
40
12.81
1.36
9.01
0
16.81
0
1
3,688
785
65
377
0
2,461
2,023
7
AA
American Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
762
308
111.1
23.11
45.93
0
127.87
8
6
32,750
11,237
2,421
2,650
0
16,442
2,023
7
AA
American Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
1,354
407
129.08
20.99
91.7
0.67
164.56
16
2
31,700
12,042
1,541
3,522
65
14,530
2,023
7
AA
American Airlines Inc.
AVL
Asheville, NC: Asheville Regional
175
56
19.89
1.78
13.06
0.82
20.46
2
0
6,463
1,893
577
778
18
3,197
2,023
7
AA
American Airlines Inc.
AVP
Scranton/Wilkes-Barre, PA: Wilkes Barre Scranton International
56
9
2.99
0
1.39
0
4.62
1
1
844
274
0
52
0
518
2,023
7
AA
American Airlines Inc.
BDL
Hartford, CT: Bradley International
272
111
33.44
4.91
19.29
0.73
52.63
4
2
8,997
2,807
524
746
35
4,885
2,023
7
AA
American Airlines Inc.
BFL
Bakersfield, CA: Meadows Field
62
21
10.74
0.69
4.06
0
5.51
0
0
1,805
1,289
24
107
0
385
2,023
7
AA
American Airlines Inc.
BGR
Bangor, ME: Bangor International
135
46
11.44
2.12
10.61
0
21.83
2
0
2,755
779
258
530
0
1,188
2,023
7
AA
American Airlines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
86
37
14.52
1.98
7.19
0
13.31
0
0
3,736
1,570
239
354
0
1,573
2,023
7
AA
American Airlines Inc.
BNA
Nashville, TN: Nashville International
688
266
84.86
13.67
57.19
0.47
109.8
10
2
21,797
8,673
914
2,353
15
9,842
2,023
7
AA
American Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
106
32
13.5
1.54
3
0
13.96
0
0
2,398
1,032
36
111
0
1,219
2,023
7
AA
American Airlines Inc.
BOS
Boston, MA: Logan International
1,465
530
134.55
37.74
181.04
1
175.66
65
6
48,706
10,923
3,710
12,490
15
21,568
2,023
7
AA
American Airlines Inc.
BTV
Burlington, VT: Burlington International
32
11
3.24
1
2.07
0
4.69
2
0
697
117
77
87
0
416
2,023
7
AA
American Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
178
74
27.06
3.92
13.77
0.17
29.09
3
0
6,669
2,819
366
754
13
2,717
2,023
7
AA
American Airlines Inc.
BUR
Burbank, CA: Bob Hope
119
24
11.13
0
2.09
0.03
10.74
0
1
2,423
1,523
0
61
1
838
2,023
7
AA
American Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
333
127
42.79
7.58
20.39
0.91
55.32
5
0
9,136
2,644
512
880
95
5,005
2,023
7
AA
American Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
98
32
11.66
1.29
7.63
0
11.42
0
0
1,710
680
75
266
0
689
2,023
7
AA
American Airlines Inc.
CAE
Columbia, SC: Columbia Metropolitan
62
17
4.99
0.03
3.33
0
8.64
1
0
1,145
225
4
176
0
740
2,023
7
AA
American Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
438
157
45.95
8.71
36.97
1.43
63.93
6
2
10,280
3,434
736
1,406
47
4,657
2,023
7
AA
American Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
92
37
9.17
0.81
5.72
0
21.3
0
0
3,966
1,396
57
271
0
2,242
2,023
7
AA
American Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
468
164
50.74
11.49
28.36
0.03
73.39
9
4
13,906
5,138
1,225
1,133
5
6,405
2,023
7
AA
American Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
10,072
2,806
691.18
150.44
652.07
4.1
1,308.21
201
24
310,431
98,773
13,865
38,415
149
159,229
2,023
7
AA
American Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
362
116
37.59
4.34
20.76
0.3
53
3
3
12,103
3,182
1,592
1,006
10
6,313
2,023
7
AA
American Airlines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
97
26
6.66
1
3.88
0
14.45
1
1
1,267
270
18
152
0
827
2,023
7
AA
American Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
292
103
33.59
4.41
21.14
0.63
43.23
2
3
6,533
2,315
347
958
19
2,894
2,023
7
AA
American Airlines Inc.
DAB
Daytona Beach, FL: Daytona Beach International
26
6
1.24
0
2.23
0
2.53
0
0
241
58
0
83
0
100
2,023
7
AA
American Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
2,422
716
169.15
46.54
195.98
0.36
303.97
81
25
75,995
23,752
4,464
10,570
11
37,198
2,023
7
AA
American Airlines Inc.
DEN
Denver, CO: Denver International
723
319
96.21
12.97
105.35
0.56
103.9
7
4
24,784
7,891
1,293
5,460
26
10,114
2,023
7
AA
American Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
14,701
4,142
1,131.83
211.23
715.04
14.84
2,069.07
130
26
438,783
162,563
16,369
31,163
729
227,959
2,023
7
AA
American Airlines Inc.
DRO
Durango, CO: Durango La Plata County
5
2
0.57
0
0.44
0
0.98
0
0
193
18
0
12
0
163
2,023
7
AA
American Airlines Inc.
DSM
Des Moines, IA: Des Moines International
214
79
27.81
1.99
9.69
0
39.51
2
0
7,412
2,050
118
367
0
4,877
2,023
7
AA
American Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
356
111
44.68
6.68
13.23
0.21
46.21
4
1
9,166
3,536
1,011
553
40
4,026
2,023
7
AA
American Airlines Inc.
ECP
Panama City, FL: Northwest Florida Beaches International
103
37
10.6
0.07
8.12
0
18.21
0
1
2,572
579
3
247
0
1,743
2,023
7
AA
American Airlines Inc.
EGE
Eagle, CO: Eagle County Regional
62
11
7.54
0.83
0.96
0
1.68
0
0
1,114
1,001
15
33
0
65
2,023
7
AA
American Airlines Inc.
ELP
El Paso, TX: El Paso International
246
81
27.5
0.06
8.12
0.19
45.14
0
0
7,736
2,504
9
292
3
4,928
2,023
7
AA
American Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
62
17
4.47
0
2.2
0
10.33
0
1
2,010
346
0
102
0
1,562
2,023
7
AA
American Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
644
266
70.12
17.4
80.61
0.03
97.85
44
2
24,831
6,860
1,600
5,676
1
10,694
2,023
7
AA
American Airlines Inc.
EYW
Key West, FL: Key West International
123
28
7.66
1.29
11.33
0
7.72
0
1
2,100
684
157
441
0
818
2,023
7
AA
American Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
236
97
32.64
1.76
8.33
0
54.27
1
0
8,660
3,085
52
312
0
5,211
2,023
7
AA
American Airlines Inc.
FCA
Kalispell, MT: Glacier Park International
70
19
5.36
1.11
6.76
0
5.77
1
0
1,105
244
64
384
0
413
2,023
7
AA
American Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
456
155
46.56
4.53
30.67
0.98
72.27
6
3
12,490
3,658
296
1,701
74
6,761
2,023
7
AA
American Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
62
23
8.87
0.5
4.1
0
9.54
0
0
1,409
539
31
174
0
665
2,023
7
AA
American Airlines Inc.
GEG
Spokane, WA: Spokane International
93
42
8.8
1.21
13.39
0.02
18.59
0
0
2,165
414
50
474
3
1,224
2,023
7
AA
American Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
167
59
23.11
0.48
8.76
0.96
25.68
1
2
5,194
2,271
23
385
25
2,490