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
6
9E
Endeavor Air Inc.
TLH
Tallahassee, FL: Tallahassee International
26
8
6.02
0
0.75
0
1.23
0
0
353
188
0
45
0
120
2,023
6
9E
Endeavor Air Inc.
TRI
Bristol/Johnson City/Kingsport, TN: Tri Cities
94
15
5.4
0.52
3.99
0
5.08
0
0
1,030
557
40
102
0
331
2,023
6
9E
Endeavor Air Inc.
TVC
Traverse City, MI: Cherry Capital
133
8
4.19
0
1.06
0
2.76
0
0
382
197
0
21
0
164
2,023
6
9E
Endeavor Air Inc.
TYS
Knoxville, TN: McGhee Tyson
193
40
14.05
0.86
8.33
0
16.76
7
0
2,776
1,209
34
341
0
1,192
2,023
6
9E
Endeavor Air Inc.
VLD
Valdosta, GA: Valdosta Regional
60
11
4.36
1
0.97
0
4.67
0
0
775
352
40
63
0
320
2,023
6
9E
Endeavor Air Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
18
2
2
0
0
0
0
0
0
158
158
0
0
0
0
2,023
6
AA
American Airlines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
270
91
29.83
6.39
18.8
0
35.97
1
1
6,231
1,557
749
704
0
3,221
2,023
6
AA
American Airlines Inc.
ALB
Albany, NY: Albany International
90
31
14.31
0.68
4.21
0
11.8
0
0
2,047
868
52
130
0
997
2,023
6
AA
American Airlines Inc.
AMA
Amarillo, TX: Rick Husband Amarillo International
52
29
13.11
0.79
3.4
0
11.71
0
0
3,694
1,663
38
159
0
1,834
2,023
6
AA
American Airlines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
90
24
7.99
3.22
7.26
0
5.53
0
0
2,263
352
1,044
390
0
477
2,023
6
AA
American Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
719
241
71.27
21.22
49.97
0.15
98.39
10
0
21,277
5,291
1,609
2,459
15
11,903
2,023
6
AA
American Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
1,329
465
126.52
28.91
140.2
0.3
169.07
9
5
39,975
13,150
3,088
6,128
41
17,568
2,023
6
AA
American Airlines Inc.
AVL
Asheville, NC: Asheville Regional
146
44
15.89
1.06
8.46
0
18.58
1
0
4,739
1,790
101
481
0
2,367
2,023
6
AA
American Airlines Inc.
AVP
Scranton/Wilkes-Barre, PA: Wilkes Barre Scranton International
56
19
5.82
0.91
1.48
0
10.79
0
0
2,344
818
74
83
0
1,369
2,023
6
AA
American Airlines Inc.
BDL
Hartford, CT: Bradley International
280
105
33.66
3.34
19.75
1.08
47.17
1
0
8,172
2,152
358
836
66
4,760
2,023
6
AA
American Airlines Inc.
BFL
Bakersfield, CA: Meadows Field
114
31
13.28
2.9
2.75
0.68
11.4
1
1
3,488
1,256
521
116
155
1,440
2,023
6
AA
American Airlines Inc.
BGR
Bangor, ME: Bangor International
102
18
7.08
0.08
4.28
0
6.57
1
1
1,479
726
9
165
0
579
2,023
6
AA
American Airlines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
106
52
17.85
4.48
8.96
0
20.71
0
1
4,232
1,184
366
498
0
2,184
2,023
6
AA
American Airlines Inc.
BNA
Nashville, TN: Nashville International
687
234
67.17
14.91
58.08
0.29
93.56
10
4
20,855
6,138
1,252
3,315
10
10,140
2,023
6
AA
American Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
103
35
10.67
0.84
9.98
0
13.51
0
1
2,033
457
36
637
0
903
2,023
6
AA
American Airlines Inc.
BOS
Boston, MA: Logan International
1,354
465
146.14
16.6
139.03
0.13
163.1
17
2
35,810
12,025
1,216
7,171
11
15,387
2,023
6
AA
American Airlines Inc.
BTV
Burlington, VT: Burlington International
28
9
1.15
0
2.2
0
5.65
0
0
607
83
0
202
0
322
2,023
6
AA
American Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
175
64
17.51
4.43
16.08
1
24.98
0
3
6,068
2,448
349
823
41
2,407
2,023
6
AA
American Airlines Inc.
BUR
Burbank, CA: Bob Hope
120
40
16.15
2.08
11.2
0
10.56
0
0
4,358
2,414
86
488
0
1,370
2,023
6
AA
American Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
324
110
42.77
5.77
21.73
0
39.73
3
0
9,863
3,444
570
1,136
0
4,713
2,023
6
AA
American Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
94
26
6.73
2.02
4.72
0
12.53
0
1
1,354
314
64
166
0
810
2,023
6
AA
American Airlines Inc.
CAE
Columbia, SC: Columbia Metropolitan
60
28
11.01
0.69
4.21
0
12.09
1
0
2,079
1,126
47
198
0
708
2,023
6
AA
American Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
428
136
42.14
8.18
31.08
0.14
54.46
3
0
13,061
3,848
1,049
2,022
20
6,122
2,023
6
AA
American Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
116
45
13.68
2.91
7.25
0
21.16
1
0
4,693
1,479
231
415
0
2,568
2,023
6
AA
American Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
458
168
64.85
9.16
29.75
0.78
63.46
2
0
13,208
5,303
735
1,393
14
5,763
2,023
6
AA
American Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
9,784
2,557
607.01
137.79
622.09
6.33
1,183.78
84
22
262,995
82,492
17,725
28,735
203
133,840
2,023
6
AA
American Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
356
109
43.34
3.96
14.53
0
47.17
1
0
10,781
4,356
318
872
0
5,235
2,023
6
AA
American Airlines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
119
39
12.52
3.3
6.67
0
16.5
2
0
1,732
450
297
325
0
660
2,023
6
AA
American Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
286
104
27.85
4.82
22.55
0
48.77
6
0
8,012
2,234
381
1,162
0
4,235
2,023
6
AA
American Airlines Inc.
DAB
Daytona Beach, FL: Daytona Beach International
26
7
3.36
0.63
2.23
0
0.79
0
0
210
98
22
61
0
29
2,023
6
AA
American Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
2,381
625
163.08
38.96
146.29
2.36
274.32
39
33
74,592
24,391
7,493
8,708
47
33,953
2,023
6
AA
American Airlines Inc.
DEN
Denver, CO: Denver International
702
263
77.66
13
80.82
0.32
91.21
10
13
23,617
7,198
1,161
4,446
18
10,794
2,023
6
AA
American Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
14,206
4,140
981.87
266.42
989.32
7.97
1,894.42
150
120
416,577
118,772
25,206
48,946
347
223,306
2,023
6
AA
American Airlines Inc.
DRO
Durango, CO: Durango La Plata County
4
2
2
0
0
0
0
0
0
63
63
0
0
0
0
2,023
6
AA
American Airlines Inc.
DSM
Des Moines, IA: Des Moines International
202
65
20.47
5.41
7.51
0
31.62
1
0
5,705
1,709
386
284
0
3,326
2,023
6
AA
American Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
350
112
37.81
7.1
11.73
1.82
53.54
2
3
9,255
2,891
418
591
72
5,283
2,023
6
AA
American Airlines Inc.
ECP
Panama City, FL: Northwest Florida Beaches International
98
36
8.72
1.51
10.68
0
15.08
0
1
3,262
831
84
673
0
1,674
2,023
6
AA
American Airlines Inc.
EGE
Eagle, CO: Eagle County Regional
60
23
8.21
0.46
8.36
0
5.98
0
0
2,093
1,229
15
322
0
527
2,023
6
AA
American Airlines Inc.
ELP
El Paso, TX: El Paso International
236
101
22.18
9.04
17.01
0
52.76
2
1
9,730
2,020
1,021
818
0
5,871
2,023
6
AA
American Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
60
20
4.89
1.34
3.97
0
9.79
1
0
2,870
377
686
153
0
1,654
2,023
6
AA
American Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
643
271
69.17
18.36
98.41
0.08
84.98
27
9
25,110
7,464
1,786
7,308
2
8,550
2,023
6
AA
American Airlines Inc.
EYW
Key West, FL: Key West International
120
24
5.69
0.13
10
0
8.18
0
0
2,590
885
5
534
0
1,166
2,023
6
AA
American Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
228
84
21.62
5.39
14.34
0
42.65
0
0
8,820
2,200
1,191
563
0
4,866
2,023
6
AA
American Airlines Inc.
FCA
Kalispell, MT: Glacier Park International
60
17
5.69
0.77
3.31
0
7.23
0
0
1,114
289
58
162
0
605
2,023
6
AA
American Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
441
149
44.39
7.27
37.58
0.12
59.65
7
9
14,286
4,848
530
2,102
7
6,799
2,023
6
AA
American Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
60
28
7.4
1.75
6.94
0
11.9
0
0
2,243
785
149
462
0
847
2,023
6
AA
American Airlines Inc.
GEG
Spokane, WA: Spokane International
90
43
12.65
1.43
6.51
0.42
21.98
1
0
4,534
981
184
446
33
2,890
2,023
6
AA
American Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
164
61
17.83
3.44
14.56
0
25.17
2
0
5,994
1,895
257
730
0
3,112
2,023
6
AA
American Airlines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
116
42
9.39
1.63
11.3
0
19.68
0
0
5,062
1,306
186
537
0
3,033
2,023
6
AA
American Airlines Inc.
GSP
Greer, SC: Greenville-Spartanburg International
114
51
7.24
2.87
11.29
0
29.61
0
0
4,125
890
289
577
0
2,369
2,023
6
AA
American Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
180
40
11.27
1.45
16.62
0
10.65
1
2
2,614
832
152
501
0
1,129
2,023
6
AA
American Airlines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
26
12
3.94
0.67
2.14
0
5.25
0
0
1,807
346
36
116
0
1,309
2,023
6
AA
American Airlines Inc.
IAD
Washington, DC: Washington Dulles International
88
43
18.73
1.56
4.4
0
18.32
3
0
2,611
1,472
71
188
0
880
2,023
6
AA
American Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
590
172
54.35
17.11
31.75
1.31
67.47
8
5
16,304
5,299
2,190
1,749
143
6,923
2,023
6
AA
American Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
90
40
12.83
4.47
8.64
0
14.05
3
1
4,475
1,564
786
348
0
1,777
2,023
6
AA
American Airlines Inc.
ILM
Wilmington, NC: Wilmington International
154
43
14.83
2.01
7.05
0.17
18.95
1
0
2,415
880
142
268
5
1,120
2,023
6
AA
American Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
480
150
52.37
10.58
20.65
1.99
64.41
1
1
14,117
5,377
847
1,227
104
6,562
2,023
6
AA
American Airlines Inc.
JAC
Jackson, WY: Jackson Hole
98
16
7.73
0.87
3.13
0
4.27
0
1
2,320
1,629
56
93
0
542
2,023
6
AA
American Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
578
213
63.88
15.41
38.52
1.47
93.72
7
2
16,609
4,667
1,312
2,109
40
8,481
2,023
6
AA
American Airlines Inc.
JFK
New York, NY: John F. Kennedy International
1,167
362
104.78
17.94
138.94
1
99.34
24
4
32,260
9,074
2,752
7,737
25
12,672
2,023
6
AA
American Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
60
19
4.51
0
8.85
0
5.65
0
0
904
264
0
298
0
342
2,023
6
AA
American Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,155
362
118.46
15.28
86.45
1.72
140.09
11
2
29,548
9,882
1,222
3,950
74
14,420
2,023
6
AA
American Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
2,498
684
214.22
39.13
190.85
3.66
236.15
15
2
60,582
22,206
4,175
8,775
179
25,247
2,023
6
AA
American Airlines Inc.
LBB
Lubbock, TX: Lubbock Preston Smith International
52
23
9.72
0.96
2.89
0
9.43
0
0
2,743
653
73
158
0
1,859
2,023
6
AA
American Airlines Inc.
LEX
Lexington, KY: Blue Grass
86
37
17.04
2.25
5.46
0
12.25
0
0
3,441
1,831
246
271
0
1,093
2,023
6
AA
American Airlines Inc.
LGA
New York, NY: LaGuardia
1,491
542
133.73
31.81
212.25
1.79
162.41
64
13
49,843
13,332
3,313
16,898
57
16,243
2,023
6
AA
American Airlines Inc.
LIH
Lihue, HI: Lihue Airport
60
12
0
0
9.66
0
2.34
0
0
535
0
0
337
0
198
2,023
6
AA
American Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
34
8
1.99
0.94
1.09
0
3.99
0
0
588
177
16
22
0
373
2,023
6
AA
American Airlines Inc.
MCI
Kansas City, MO: Kansas City International
500
173
58.58
7.77
28.12
0
78.53
5
3
14,175
5,099
476
1,450
0
7,150
2,023
6
AA
American Airlines Inc.
MCO
Orlando, FL: Orlando International
1,510
508
127.21
22.66
165.89
1.2
191.04
26
15
46,915
10,821
3,169
11,905
84
20,936
2,023
6
AA
American Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
56
20
4.23
0.72
2.86
0
12.19
1
0
3,288
1,165
61
227
0
1,835
2,023
6
AA
American Airlines Inc.
MEM
Memphis, TN: Memphis International
376
148
43.82
6.09
22.71
0.14
75.23
4
0
14,367
4,193
599
997
12
8,566
2,023
6
AA
American Airlines Inc.
MFE
Mission/McAllen/Edinburg, TX: McAllen International
150
65
19.41
4.29
8.48
0
32.82
2
0
4,444
1,183
353
468
0
2,440
2,023
6
AA
American Airlines Inc.
MIA
Miami, FL: Miami International
4,422
1,250
317.4
57.43
423.41
3.8
447.96
131
73
121,187
33,047
5,708
22,680
223
59,529
2,023
6
AA
American Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
200
75
28.38
4.54
9.35
0.26
32.47
1
0
5,011
1,841
513
429
5
2,223
2,023
6
AA
American Airlines Inc.
MRY
Monterey, CA: Monterey Regional
60
31
8.33
2.15
11.9
0
8.62
0
0
2,505
938
133
500
0
934
2,023
6
AA
American Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
180
49
16.81
2.2
12.63
0
17.36
0
1
3,796
960
118
525
0
2,193
2,023
6
AA
American Airlines Inc.
MSO
Missoula, MT: Missoula Montana
30
7
3.5
0.27
1.52
0
1.71
0
0
500
172
20
92
0
216
2,023
6
AA
American Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
354
124
41.02
7.09
17.48
0
58.4
2
2
12,222
4,734
414
973
0
6,101
2,023
6
AA
American Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
570
225
51.82
9.33
66.81
0.2
96.83
4
2
18,404
4,769
1,427
3,167
3
9,038
2,023
6
AA
American Airlines Inc.
MTJ
Montrose/Delta, CO: Montrose Regional
60
12
6.45
0.5
2.07
0
2.98
0
1
527
328
13
52
0
134
2,023
6
AA
American Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
140
48
21.82
1.71
9.13
0
15.34
1
1
6,891
2,983
90
335
0
3,483
2,023
6
AA
American Airlines Inc.
OGG
Kahului, HI: Kahului Airport
120
22
9.52
0
4.69
0
7.78
0
0
1,893
836
0
222
0
835
2,023
6
AA
American Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
228
77
25.85
6.92
11.54
0
32.69
3
2
4,989
1,712
566
501
0
2,210
2,023
6
AA
American Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
241
87
38.43
4.76
11.33
1
31.47
0
0
6,012
2,953
248
475
31
2,305
2,023
6
AA
American Airlines Inc.
ONT
Ontario, CA: Ontario International
259
105
32.71
5.07
25.75
1.05
40.43
1
0
8,411
2,483
312
1,076
53
4,487
2,023
6
AA
American Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
4,157
1,063
314.06
42.38
280.2
2.16
424.2
42
11
105,429
35,224
3,835
13,403
64
52,903
2,023
6
AA
American Airlines Inc.
ORF
Norfolk, VA: Norfolk International
270
86
35.2
7.94
15.07
0.97
26.83
9
5
8,866
3,466
480
1,117
31
3,772
2,023
6
AA
American Airlines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
354
127
31.97
4.91
50.42
0.13
39.57
5
6
9,027
2,411
556
2,928
20
3,112
2,023
6
AA
American Airlines Inc.
PDX
Portland, OR: Portland International
298
98
28.72
5.63
8.34
0.18
55.14
3
0
7,922
2,002
500
449
6
4,965
2,023
6
AA
American Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
3,700
963
253.6
48.34
251.84
1.52
407.69
70
6
101,650
33,327
6,382
11,937
88
49,916
2,023
6
AA
American Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
4,256
888
300.42
35.43
138.23
0.64
413.27
13
7
96,414
37,766
3,003
6,254
25
49,366
2,023
6
AA
American Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
529
172
61.69
5.55
28.17
1.18
75.42
3
0
17,680
6,289
1,186
1,510
43
8,652
2,023
6
AA
American Airlines Inc.
PNS
Pensacola, FL: Pensacola International
154
51
17.46
1.55
9.31
0
22.68
3
1
4,034
1,808
166
562
0
1,498
2,023
6
AA
American Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
90
29
5.48
1.45
9.02
0
13.05
1
1
1,900
414
121
414
0
951