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
AA
American Airlines Inc.
BDL
Hartford, CT: Bradley International
278
90
31.43
5.72
7.27
0
45.59
2
0
5,826
2,049
428
293
0
3,056
2,023
8
AA
American Airlines Inc.
BFL
Bakersfield, CA: Meadows Field
75
24
9.38
0.05
2.95
0
11.62
2
0
2,836
758
17
90
0
1,971
2,023
8
AA
American Airlines Inc.
BGR
Bangor, ME: Bangor International
134
24
6.13
0.32
3.4
0
14.15
1
0
1,638
483
20
116
0
1,019
2,023
8
AA
American Airlines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
56
27
5.01
2.23
3.98
0
15.78
0
0
2,959
929
258
267
0
1,505
2,023
8
AA
American Airlines Inc.
BNA
Nashville, TN: Nashville International
755
221
79.95
8.58
29.61
1.15
101.72
10
1
19,927
8,122
1,069
1,303
39
9,394
2,023
8
AA
American Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
117
28
11.32
1
3.38
0
12.3
0
0
2,528
577
139
112
0
1,700
2,023
8
AA
American Airlines Inc.
BOS
Boston, MA: Logan International
1,478
454
117.87
28.77
118.12
2.48
186.76
14
2
38,482
11,286
2,379
5,785
194
18,838
2,023
8
AA
American Airlines Inc.
BTV
Burlington, VT: Burlington International
51
12
3.74
0.15
1.02
0
7.09
0
0
1,097
321
12
51
0
713
2,023
8
AA
American Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
188
59
17.45
3.7
7.69
0
30.16
1
3
4,442
1,285
303
402
0
2,452
2,023
8
AA
American Airlines Inc.
BUR
Burbank, CA: Bob Hope
106
23
12.45
0.86
2.73
0
6.96
2
1
2,348
1,544
144
108
0
552
2,023
8
AA
American Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
340
105
40.33
5.31
10.19
0.11
49.06
7
0
8,122
2,895
384
419
4
4,420
2,023
8
AA
American Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
97
19
7.28
0.23
3.85
0
7.65
0
0
1,276
757
25
93
0
401
2,023
8
AA
American Airlines Inc.
CAE
Columbia, SC: Columbia Metropolitan
62
10
3.76
0
1.41
0
4.83
0
0
406
160
0
74
0
172
2,023
8
AA
American Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
424
101
26.22
5.45
12.07
0.13
57.13
11
2
9,084
1,770
445
540
4
6,325
2,023
8
AA
American Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
119
52
16.14
0.83
4.16
0
30.87
2
0
5,715
2,008
62
185
0
3,460
2,023
8
AA
American Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
505
155
49.79
7.36
33.83
2.02
62
4
5
12,930
5,397
522
1,384
64
5,563
2,023
8
AA
American Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
10,497
2,500
636.4
143.81
503.91
9.07
1,206.81
230
43
294,629
110,971
14,250
29,468
678
139,262
2,023
8
AA
American Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
382
104
33.48
1.09
8.8
0.19
60.45
6
0
7,941
2,194
79
467
14
5,187
2,023
8
AA
American Airlines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
95
19
7.79
0.12
2.51
0
8.58
1
0
1,034
471
2
97
0
464
2,023
8
AA
American Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
285
93
27.23
5.16
11.91
0
48.7
2
0
10,725
1,996
632
702
0
7,395
2,023
8
AA
American Airlines Inc.
DAB
Daytona Beach, FL: Daytona Beach International
46
11
4.49
0.9
2.75
0
2.86
0
0
898
471
39
81
0
307
2,023
8
AA
American Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
2,526
607
171.68
26.15
146.1
2.1
260.96
58
21
60,619
22,785
2,001
6,618
80
29,135
2,023
8
AA
American Airlines Inc.
DEN
Denver, CO: Denver International
739
237
77.39
5.96
61.23
0.3
92.12
9
1
21,177
6,971
776
2,876
29
10,525
2,023
8
AA
American Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
14,953
3,212
898.24
103.53
516.87
9.69
1,683.67
151
45
376,057
141,614
7,619
20,738
537
205,549
2,023
8
AA
American Airlines Inc.
DRO
Durango, CO: Durango La Plata County
1
1
1
0
0
0
0
0
0
56
56
0
0
0
0
2,023
8
AA
American Airlines Inc.
DSM
Des Moines, IA: Des Moines International
234
64
27.32
0.42
4.14
0
32.12
0
0
6,775
2,967
47
226
0
3,535
2,023
8
AA
American Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
401
97
37.06
3.48
14.39
0.13
41.93
2
2
7,508
3,208
218
635
19
3,428
2,023
8
AA
American Airlines Inc.
ECP
Panama City, FL: Northwest Florida Beaches International
62
20
5.49
0
1.63
0
12.88
1
0
2,738
991
0
105
0
1,642
2,023
8
AA
American Airlines Inc.
EGE
Eagle, CO: Eagle County Regional
62
12
6.29
0
0.69
0
5.03
0
0
756
412
0
57
0
287
2,023
8
AA
American Airlines Inc.
ELP
El Paso, TX: El Paso International
248
79
27.13
0.8
3.93
0
47.15
3
1
11,859
2,607
117
229
0
8,906
2,023
8
AA
American Airlines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
62
23
5.12
0
1.15
0
16.73
0
0
1,657
470
0
44
0
1,143
2,023
8
AA
American Airlines Inc.
EWR
Newark, NJ: Newark Liberty International
671
195
62.51
11.22
47.06
0.2
74.01
10
2
13,847
4,866
1,221
2,079
31
5,650
2,023
8
AA
American Airlines Inc.
EYW
Key West, FL: Key West International
92
13
5.73
0.97
0.13
0
6.17
2
0
1,364
364
59
19
0
922
2,023
8
AA
American Airlines Inc.
FAT
Fresno, CA: Fresno Yosemite International
244
69
26.03
1.94
7.71
0.25
33.07
2
0
5,889
1,672
158
310
21
3,728
2,023
8
AA
American Airlines Inc.
FCA
Kalispell, MT: Glacier Park International
72
18
6.03
0.47
4.65
0
6.85
0
0
1,005
368
48
192
0
397
2,023
8
AA
American Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
447
129
40.22
3.59
27.19
0.25
57.76
5
3
11,667
3,675
514
1,169
9
6,300
2,023
8
AA
American Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
62
25
9.74
0
5.15
0
10.11
0
0
2,900
800
0
344
0
1,756
2,023
8
AA
American Airlines Inc.
GEG
Spokane, WA: Spokane International
93
25
10.35
0
3.81
0
10.84
1
0
3,519
714
0
143
0
2,662
2,023
8
AA
American Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
166
56
17.95
1.69
5.15
0
31.22
2
2
8,476
2,361
76
263
0
5,776
2,023
8
AA
American Airlines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
122
33
11.03
1.49
4.22
0.05
16.2
1
0
3,809
496
169
154
3
2,987
2,023
8
AA
American Airlines Inc.
GSP
Greer, SC: Greenville-Spartanburg International
123
44
10.4
4.01
2.63
0.11
26.85
0
0
3,849
753
324
122
27
2,623
2,023
8
AA
American Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
186
41
14.52
0
14.92
0
11.55
0
2
2,878
959
0
370
0
1,549
2,023
8
AA
American Airlines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
9
5
1.28
0
0.02
0
3.7
0
0
581
125
0
3
0
453
2,023
8
AA
American Airlines Inc.
IAD
Washington, DC: Washington Dulles International
76
12
4.85
0.75
0.67
0
5.73
0
0
834
338
49
23
0
424
2,023
8
AA
American Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
683
180
75.08
8.1
19.13
0
77.69
8
1
17,333
7,728
838
1,105
0
7,662
2,023
8
AA
American Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
73
25
14.01
0
1.61
0
9.38
3
0
4,343
2,493
0
51
0
1,799
2,023
8
AA
American Airlines Inc.
ILM
Wilmington, NC: Wilmington International
184
59
20.56
3.8
8.7
0
25.94
3
0
4,670
1,496
309
430
0
2,435
2,023
8
AA
American Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
561
170
50.09
4.02
24.68
1.15
90.06
5
0
17,791
4,270
345
1,042
51
12,083
2,023
8
AA
American Airlines Inc.
JAC
Jackson, WY: Jackson Hole
99
15
3.25
1.39
2.73
0
7.63
0
0
1,365
207
192
187
0
779
2,023
8
AA
American Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
604
182
56.04
4.56
25.63
1.4
94.37
23
1
15,927
3,880
405
1,273
44
10,325
2,023
8
AA
American Airlines Inc.
JFK
New York, NY: John F. Kennedy International
1,220
307
108.58
16.89
88.99
1.73
90.82
8
2
27,925
10,897
2,402
4,092
41
10,493
2,023
8
AA
American Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
62
15
5.69
0
4.69
0
4.62
0
1
1,007
561
0
124
0
322
2,023
8
AA
American Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,219
413
126.67
12.53
89.46
3.5
180.83
11
1
36,270
10,163
1,045
4,053
193
20,816
2,023
8
AA
American Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
2,611
661
228.63
24.32
131.79
0.66
275.6
19
8
64,858
26,362
2,603
5,576
53
30,264
2,023
8
AA
American Airlines Inc.
LBB
Lubbock, TX: Lubbock Preston Smith International
75
21
7.12
0
0.53
0
13.35
2
0
3,293
944
0
62
0
2,287
2,023
8
AA
American Airlines Inc.
LEX
Lexington, KY: Blue Grass
72
30
11.45
0
1.04
0
17.51
1
0
4,172
1,392
0
74
0
2,706
2,023
8
AA
American Airlines Inc.
LGA
New York, NY: LaGuardia
1,558
372
131.89
29.5
70.2
2.01
138.4
26
8
34,763
11,381
2,683
3,942
111
16,646
2,023
8
AA
American Airlines Inc.
LIH
Lihue, HI: Lihue Airport
62
9
4.2
0
1.41
0
3.39
0
0
969
292
0
45
0
632
2,023
8
AA
American Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
57
16
3.96
0
2.45
0
9.59
2
0
1,777
494
0
66
0
1,217
2,023
8
AA
American Airlines Inc.
MCI
Kansas City, MO: Kansas City International
513
167
57.12
6.14
14.36
0.2
89.18
7
0
13,922
4,404
506
686
38
8,288
2,023
8
AA
American Airlines Inc.
MCO
Orlando, FL: Orlando International
1,556
417
116.27
19.65
100.2
0
180.87
24
12
44,135
11,845
2,606
6,022
0
23,662
2,023
8
AA
American Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
75
22
10.31
0
1.95
0
9.75
0
0
2,528
594
0
70
0
1,864
2,023
8
AA
American Airlines Inc.
MEM
Memphis, TN: Memphis International
428
135
39.04
5.98
19.95
0
70.02
9
0
12,945
4,058
514
686
0
7,687
2,023
8
AA
American Airlines Inc.
MFE
Mission/McAllen/Edinburg, TX: McAllen International
141
25
12.53
0.02
1.39
0
11.05
2
0
1,386
482
1
47
0
856
2,023
8
AA
American Airlines Inc.
MHT
Manchester, NH: Manchester Boston Regional
17
4
3.04
0
0.31
0
0.66
0
0
313
229
0
44
0
40
2,023
8
AA
American Airlines Inc.
MIA
Miami, FL: Miami International
4,604
1,094
315.59
30.91
351.33
6.24
389.93
86
34
102,683
31,859
3,022
20,060
366
47,376
2,023
8
AA
American Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
214
74
25.66
3.04
5.92
0
39.38
3
0
7,645
2,779
300
265
0
4,301
2,023
8
AA
American Airlines Inc.
MRY
Monterey, CA: Monterey Regional
73
26
10.04
0
2.51
0
13.44
2
0
2,955
810
0
114
0
2,031
2,023
8
AA
American Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
207
57
18.43
2.16
5.91
0
30.5
1
0
5,855
2,007
195
187
0
3,466
2,023
8
AA
American Airlines Inc.
MSO
Missoula, MT: Missoula Montana
44
11
2.94
0
4.37
0
3.7
0
0
554
93
0
142
0
319
2,023
8
AA
American Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
402
86
35.23
3.34
14.12
0
33.31
2
0
7,966
3,772
269
864
0
3,061
2,023
8
AA
American Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
538
152
48.12
5.77
16.85
0
81.26
9
2
13,254
4,943
508
707
0
7,096
2,023
8
AA
American Airlines Inc.
MTJ
Montrose/Delta, CO: Montrose Regional
62
18
6.5
0.47
0
0
11.02
0
0
2,010
581
9
0
0
1,420
2,023
8
AA
American Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
134
28
7.92
3.02
4.5
0
12.56
5
0
1,547
339
254
105
0
849
2,023
8
AA
American Airlines Inc.
OGG
Kahului, HI: Kahului Airport
124
23
8.66
0
7.83
0
6.51
5
0
1,185
558
0
301
0
326
2,023
8
AA
American Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
247
63
21.89
1
4.4
0
35.7
3
1
7,256
1,302
100
273
0
5,581
2,023
8
AA
American Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
216
50
23.66
0.43
4.05
0
21.87
1
1
4,060
2,270
17
368
0
1,405
2,023
8
AA
American Airlines Inc.
ONT
Ontario, CA: Ontario International
297
106
32.08
2.92
3.63
1
66.37
2
0
11,702
3,488
259
220
178
7,557
2,023
8
AA
American Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
4,397
941
239.87
40.4
234.33
4.03
422.37
56
12
94,427
26,135
5,095
13,348
167
49,682
2,023
8
AA
American Airlines Inc.
ORF
Norfolk, VA: Norfolk International
260
67
24.34
4
6.23
0
32.43
5
1
12,245
3,986
674
279
0
7,306
2,023
8
AA
American Airlines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
354
100
31.49
2.37
15.42
0
50.72
5
3
8,740
1,782
476
854
0
5,628
2,023
8
AA
American Airlines Inc.
PDX
Portland, OR: Portland International
358
100
33.95
3.64
11.4
0.04
50.97
4
0
10,803
4,035
343
506
3
5,916
2,023
8
AA
American Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
4,135
950
269.45
51.26
180.99
0.08
448.22
60
7
106,729
36,784
4,914
8,163
14
56,854
2,023
8
AA
American Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
4,513
824
283.45
27.58
95.27
2.5
415.2
30
10
109,272
49,607
1,742
3,609
232
54,082
2,023
8
AA
American Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
586
178
54.57
5.95
19.58
0.52
97.37
11
0
15,503
3,342
654
864
11
10,632
2,023
8
AA
American Airlines Inc.
PNS
Pensacola, FL: Pensacola International
170
49
10.75
1.1
7.81
0
29.34
0
0
3,509
834
42
331
0
2,302
2,023
8
AA
American Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
97
25
9.46
0
0.72
0
14.82
3
0
2,328
483
0
30
0
1,815
2,023
8
AA
American Airlines Inc.
PVD
Providence, RI: Rhode Island Tf Green International
172
41
12.16
2.33
8.32
0
18.19
3
0
2,642
666
189
323
0
1,464
2,023
8
AA
American Airlines Inc.
PWM
Portland, ME: Portland International Jetport
223
55
19.45
2.24
6.21
0
27.1
1
1
4,965
1,700
193
289
0
2,783
2,023
8
AA
American Airlines Inc.
RAP
Rapid City, SD: Rapid City Regional
4
2
0.69
0
0.81
0
0.51
0
0
178
61
0
68
0
49
2,023
8
AA
American Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
997
295
92.44
10.51
34.38
0
157.67
20
1
28,502
8,196
903
1,870
0
17,533
2,023
8
AA
American Airlines Inc.
RIC
Richmond, VA: Richmond International
338
111
37.52
4.68
5.75
0.64
62.41
8
0
11,513
4,418
380
289
35
6,391
2,023
8
AA
American Airlines Inc.
RNO
Reno, NV: Reno/Tahoe International
230
59
18.45
1.9
7.03
0
31.63
1
0
5,252
2,444
192
267
0
2,349
2,023
8
AA
American Airlines Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
63
18
1.91
1.76
1.58
0.93
11.83
2
1
1,790
110
290
128
38
1,224
2,023
8
AA
American Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
390
114
30.59
2.97
23.37
0
57.08
7
1
9,970
2,939
242
1,053
0
5,736
2,023
8
AA
American Airlines Inc.
SAN
San Diego, CA: San Diego International
789
249
84.73
6.86
37.85
0.54
119.02
8
2
25,312
9,148
891
1,985
35
13,253
2,023
8
AA
American Airlines Inc.
SAT
San Antonio, TX: San Antonio International
671
183
61.8
5.44
21.1
0.78
93.89
4
1
16,724
6,162
205
894
29
9,434
2,023
8
AA
American Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
164
45
7.25
5.95
7.87
0.72
23.2
5
1
5,444
1,038
390
365
21
3,630
2,023
8
AA
American Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
123
36
12.93
0
1.93
0
21.14
2
0
2,638
776
0
80
0
1,782
2,023
8
AA
American Airlines Inc.
SBP
San Luis Obispo, CA: San Luis County Regional
60
23
9.3
0.77
2.17
0
10.77
0
0
3,742
528
511
324
0
2,379