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
AA
American Airlines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
119
36
10.2
0.98
2.81
0
22.02
0
0
2,077
626
187
82
0
1,182
2,023
7
AA
American Airlines Inc.
GSP
Greer, SC: Greenville-Spartanburg International
118
56
16.87
2.17
6.55
0
30.41
1
0
4,893
786
87
224
0
3,796
2,023
7
AA
American Airlines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
186
54
16.92
0.47
18.96
0
17.65
0
0
2,652
747
18
563
0
1,324
2,023
7
AA
American Airlines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
2
1
0.27
0
0
0
0.73
0
0
59
16
0
0
0
43
2,023
7
AA
American Airlines Inc.
IAD
Washington, DC: Washington Dulles International
93
40
18.32
0
5.93
0
15.75
0
0
3,406
1,731
0
184
0
1,491
2,023
7
AA
American Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
667
227
93.88
16.18
30.55
1
85.4
8
5
23,381
9,814
1,177
1,803
18
10,569
2,023
7
AA
American Airlines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
65
19
5.72
0.21
5.13
0
7.94
0
0
1,527
384
6
225
0
912
2,023
7
AA
American Airlines Inc.
ILM
Wilmington, NC: Wilmington International
174
51
13.45
2.1
6.26
0
29.19
1
0
3,732
686
115
274
0
2,657
2,023
7
AA
American Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
489
189
63.55
6.07
34.89
0
84.49
6
2
19,887
6,993
495
1,478
0
10,921
2,023
7
AA
American Airlines Inc.
JAC
Jackson, WY: Jackson Hole
102
17
7.15
1.39
4.48
0
3.98
0
1
1,366
826
67
178
0
295
2,023
7
AA
American Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
598
252
62.88
14.73
53.25
1.26
119.88
8
3
22,144
4,901
1,764
2,708
43
12,728
2,023
7
AA
American Airlines Inc.
JFK
New York, NY: John F. Kennedy International
1,202
415
92.07
25.62
215.04
0.51
81.75
46
7
42,811
9,141
2,810
15,598
11
15,251
2,023
7
AA
American Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
62
13
6.05
1
2.62
0
3.33
0
0
1,328
372
569
143
0
244
2,023
7
AA
American Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,192
435
132.29
15.57
96.44
1.93
188.77
11
1
34,771
12,111
1,210
4,287
71
17,092
2,023
7
AA
American Airlines Inc.
LAX
Los Angeles, CA: Los Angeles International
2,581
691
223
41.72
134.16
1.96
290.15
26
4
59,347
20,833
3,765
6,076
55
28,618
2,023
7
AA
American Airlines Inc.
LBB
Lubbock, TX: Lubbock Preston Smith International
51
19
8.27
0.14
1.37
0
9.22
0
0
2,530
775
9
66
0
1,680
2,023
7
AA
American Airlines Inc.
LEX
Lexington, KY: Blue Grass
87
31
14.58
0.04
4.78
0
11.61
0
0
2,123
815
5
204
0
1,099
2,023
7
AA
American Airlines Inc.
LGA
New York, NY: LaGuardia
1,473
483
131.99
43.1
147.16
1.95
158.8
70
17
44,156
12,009
3,757
12,851
107
15,432
2,023
7
AA
American Airlines Inc.
LIH
Lihue, HI: Lihue Airport
62
10
1.93
0
6.53
0
1.54
0
0
381
54
0
281
0
46
2,023
7
AA
American Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
50
4
3.44
0
0.11
0
0.45
0
0
611
484
0
4
0
123
2,023
7
AA
American Airlines Inc.
MCI
Kansas City, MO: Kansas City International
485
214
71.52
6.91
26.42
1.14
108.02
7
1
15,976
5,432
1,028
1,143
26
8,347
2,023
7
AA
American Airlines Inc.
MCO
Orlando, FL: Orlando International
1,580
590
161.19
33.14
183.71
1.57
210.39
27
10
58,592
20,365
2,955
12,149
230
22,893
2,023
7
AA
American Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
57
16
5.3
0
1.35
0
9.35
0
1
1,918
432
0
64
0
1,422
2,023
7
AA
American Airlines Inc.
MEM
Memphis, TN: Memphis International
410
161
61.09
5.45
32.94
0.82
60.69
8
2
14,990
5,076
462
1,357
18
8,077
2,023
7
AA
American Airlines Inc.
MFE
Mission/McAllen/Edinburg, TX: McAllen International
127
49
20.01
0.37
3.03
0
25.58
0
2
3,106
1,057
27
79
0
1,943
2,023
7
AA
American Airlines Inc.
MIA
Miami, FL: Miami International
4,602
1,324
325.2
72.2
453.94
2.31
470.36
84
32
111,924
27,001
7,100
22,119
163
55,541
2,023
7
AA
American Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
207
79
24.73
1.85
12.18
0
40.24
2
0
7,964
2,952
228
575
0
4,209
2,023
7
AA
American Airlines Inc.
MRY
Monterey, CA: Monterey Regional
86
29
15.72
1.78
1.12
0
10.38
0
0
3,780
1,073
115
45
0
2,547
2,023
7
AA
American Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
185
70
28.78
2.02
10.13
0
29.07
0
2
6,342
1,801
98
419
0
4,024
2,023
7
AA
American Airlines Inc.
MSO
Missoula, MT: Missoula Montana
58
19
4.7
0.3
7.69
0
6.3
0
0
896
163
27
297
0
409
2,023
7
AA
American Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
338
102
34.83
5.96
11.87
0
49.34
2
3
6,944
2,550
347
498
0
3,549
2,023
7
AA
American Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
607
230
74.98
7.51
38.9
1.29
107.32
10
4
19,423
6,734
711
1,659
101
10,218
2,023
7
AA
American Airlines Inc.
MTJ
Montrose/Delta, CO: Montrose Regional
62
15
6.73
0.42
4.85
0
3
0
0
678
364
21
154
0
139
2,023
7
AA
American Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
149
57
27.76
1.16
6.45
0
21.63
1
0
4,158
1,913
256
377
0
1,612
2,023
7
AA
American Airlines Inc.
OGG
Kahului, HI: Kahului Airport
124
8
5.65
0.53
0.86
0
0.97
0
1
615
287
26
23
0
279
2,023
7
AA
American Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
228
95
29.64
2.28
10.58
0
52.49
2
1
9,706
2,588
216
528
0
6,374
2,023
7
AA
American Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
236
83
38.99
3.87
7.95
0.14
32.04
1
0
7,934
4,237
459
323
6
2,909
2,023
7
AA
American Airlines Inc.
ONT
Ontario, CA: Ontario International
275
86
25.97
3.2
7.98
0.01
48.85
2
1
6,886
2,456
173
304
1
3,952
2,023
7
AA
American Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
4,254
1,273
329.88
58.12
405.56
5.11
474.33
104
27
124,007
39,744
4,650
25,468
192
53,953
2,023
7
AA
American Airlines Inc.
ORF
Norfolk, VA: Norfolk International
253
86
37.39
3.74
11.72
0
33.16
1
1
8,456
2,288
425
478
0
5,265
2,023
7
AA
American Airlines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
363
142
34.1
4.86
41.27
0.16
61.61
8
2
13,609
2,832
645
2,168
22
7,942
2,023
7
AA
American Airlines Inc.
PDX
Portland, OR: Portland International
307
125
49
6
16.7
0
53.29
1
0
14,293
4,735
405
787
0
8,366
2,023
7
AA
American Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
3,888
1,146
297.7
72.96
281.29
0.15
493.91
125
7
134,781
45,629
6,851
16,772
12
65,517
2,023
7
AA
American Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
4,391
1,010
344.34
39.72
123.71
2.06
500.17
25
8
134,307
49,716
4,368
5,894
120
74,209
2,023
7
AA
American Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
557
204
74.15
13.55
27.1
0.91
88.29
15
2
19,283
7,895
1,470
1,256
25
8,637
2,023
7
AA
American Airlines Inc.
PNS
Pensacola, FL: Pensacola International
158
55
15.64
2.31
8.68
0
28.37
0
0
3,208
747
259
357
0
1,845
2,023
7
AA
American Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
70
26
10.44
0.76
1.52
0
13.29
0
1
2,875
1,206
128
71
0
1,470
2,023
7
AA
American Airlines Inc.
PVD
Providence, RI: Rhode Island Tf Green International
155
63
15.96
3.87
13.81
0
29.37
5
0
4,499
904
282
913
0
2,400
2,023
7
AA
American Airlines Inc.
PWM
Portland, ME: Portland International Jetport
224
71
19.04
2.97
6.7
0
42.29
5
1
6,119
1,407
291
273
0
4,148
2,023
7
AA
American Airlines Inc.
RAP
Rapid City, SD: Rapid City Regional
10
3
0.06
0
1
0
1.94
0
0
293
12
0
23
0
258
2,023
7
AA
American Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
936
350
107.21
15.99
54.73
0.07
172
14
4
34,522
11,914
1,419
2,491
4
18,694
2,023
7
AA
American Airlines Inc.
RIC
Richmond, VA: Richmond International
328
110
45.57
5.69
14.18
0
44.57
6
0
10,378
4,536
315
520
0
5,007
2,023
7
AA
American Airlines Inc.
RNO
Reno, NV: Reno/Tahoe International
191
69
29.63
0.1
10.75
0
28.52
0
0
4,959
2,905
6
391
0
1,657
2,023
7
AA
American Airlines Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
87
31
11.85
1
2.49
0.1
15.56
2
0
2,429
1,014
27
70
9
1,309
2,023
7
AA
American Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
424
131
33.04
4.5
25.97
0.38
67.12
10
0
12,102
3,297
348
1,144
18
7,295
2,023
7
AA
American Airlines Inc.
SAN
San Diego, CA: San Diego International
750
273
103.64
11.11
29.58
0.44
128.23
10
2
29,406
11,932
1,009
1,137
51
15,277
2,023
7
AA
American Airlines Inc.
SAT
San Antonio, TX: San Antonio International
647
211
81.02
8.41
22.01
0.61
98.94
6
0
19,967
7,160
476
871
30
11,430
2,023
7
AA
American Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
202
79
27.47
2.13
10.22
0
39.17
2
0
7,026
2,539
120
432
0
3,935
2,023
7
AA
American Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
120
31
9.3
0.75
4.74
0
16.21
0
1
2,020
731
44
143
0
1,102
2,023
7
AA
American Airlines Inc.
SBP
San Luis Obispo, CA: San Luis County Regional
62
13
7.01
1
0.75
0
4.24
0
0
762
281
16
30
0
435
2,023
7
AA
American Airlines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
232
108
36.98
4.7
12
0.02
54.3
2
0
9,538
4,456
237
490
1
4,354
2,023
7
AA
American Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
614
224
83.06
12.2
51.75
1.03
75.96
14
2
21,288
8,717
815
2,154
114
9,488
2,023
7
AA
American Airlines Inc.
SFO
San Francisco, CA: San Francisco International
901
338
109.36
15.45
78.61
0.91
133.67
9
0
27,436
7,609
1,518
3,430
50
14,829
2,023
7
AA
American Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
152
44
18.47
0.77
3.6
0
21.16
0
0
4,329
1,729
72
222
0
2,306
2,023
7
AA
American Airlines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
307
112
37.39
21.02
19.38
1.74
32.47
1
0
8,358
3,224
1,534
795
61
2,744
2,023
7
AA
American Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
318
141
49.9
2.25
26.61
0.16
62.06
1
0
10,984
3,243
81
927
15
6,718
2,023
7
AA
American Airlines Inc.
SMF
Sacramento, CA: Sacramento International
298
124
54.55
1.38
7.26
0
60.82
7
0
12,685
6,104
55
402
0
6,124
2,023
7
AA
American Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
574
123
47.69
5.93
24.71
0.04
44.64
3
1
9,877
3,532
385
994
5
4,961
2,023
7
AA
American Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
130
54
16.33
3.8
11.21
0
22.66
0
0
4,592
1,722
434
564
0
1,872
2,023
7
AA
American Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
576
209
74.18
7.35
39.08
0.71
87.68
11
0
19,914
6,983
1,310
2,016
52
9,553
2,023
7
AA
American Airlines Inc.
STT
Charlotte Amalie, VI: Cyril E King
139
20
8.1
2.33
5.5
0
4.06
0
0
1,983
330
151
1,353
0
149
2,023
7
AA
American Airlines Inc.
STX
Christiansted, VI: Henry E. Rohlsen
67
23
5.52
5.76
6.64
0
5.08
0
1
1,107
343
366
191
0
207
2,023
7
AA
American Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
118
52
19.78
2
4.37
0.8
25.05
0
0
5,286
2,616
207
251
32
2,180
2,023
7
AA
American Airlines Inc.
TPA
Tampa, FL: Tampa International
1,059
400
115.81
17.48
85.23
0.54
180.93
10
2
34,379
11,031
1,312
4,150
73
17,813
2,023
7
AA
American Airlines Inc.
TUL
Tulsa, OK: Tulsa International
144
53
23.15
2.04
9.78
0.3
17.73
2
0
5,056
2,515
55
459
12
2,015
2,023
7
AA
American Airlines Inc.
TUS
Tucson, AZ: Tucson International
269
91
30.27
2.6
7.21
0.02
50.9
2
0
7,522
2,215
124
365
2
4,816
2,023
7
AA
American Airlines Inc.
TVC
Traverse City, MI: Cherry Capital
31
16
5.01
0.32
1.36
0
9.32
0
0
1,720
1,020
6
51
0
643
2,023
7
AA
American Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
118
52
21.59
1.58
10.35
0
18.48
0
0
4,561
2,291
149
435
0
1,686
2,023
7
AA
American Airlines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
252
79
24.89
1.67
26.11
0
26.33
2
1
5,526
1,763
123
1,241
0
2,399
2,023
7
AA
American Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
59
17
8.08
0
0.73
0
8.19
0
0
1,185
370
0
22
0
793
2,023
7
AS
Alaska Airlines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
49
7
2.04
0
1.39
0
3.58
0
0
396
52
0
29
0
315
2,023
7
AS
Alaska Airlines Inc.
ADK
Adak Island, AK: Adak
9
1
1
0
0
0
0
0
0
145
145
0
0
0
0
2,023
7
AS
Alaska Airlines Inc.
ADQ
Kodiak, AK: Kodiak Airport
80
16
4.64
0
1.2
0
10.15
4
0
1,057
542
0
40
0
475
2,023
7
AS
Alaska Airlines Inc.
AKN
King Salmon, AK: King Salmon Airport
54
7
1
0
0
0
6
0
0
759
187
0
0
0
572
2,023
7
AS
Alaska Airlines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
1,465
279
76.66
2.67
47.41
20.42
131.84
14
2
16,395
4,040
280
1,651
630
9,794
2,023
7
AS
Alaska Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
124
18
3.57
0
5.16
0
9.27
0
0
787
243
0
166
0
378
2,023
7
AS
Alaska Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
277
47
14.45
0
15.25
0
17.3
0
0
2,528
968
0
493
0
1,067
2,023
7
AS
Alaska Airlines Inc.
BET
Bethel, AK: Bethel Airport
62
12
5.67
1
1.04
0
4.3
1
0
802
316
216
24
0
246
2,023
7
AS
Alaska Airlines Inc.
BNA
Nashville, TN: Nashville International
87
20
9.76
0
3.54
0
6.69
0
0
764
490
0
86
0
188
2,023
7
AS
Alaska Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
28
5
0.39
0
0.4
0
4.21
0
0
199
23
0
10
0
166
2,023
7
AS
Alaska Airlines Inc.
BOS
Boston, MA: Logan International
253
59
11.4
5
33.23
0
9.37
0
2
4,309
1,018
493
2,323
0
475
2,023
7
AS
Alaska Airlines Inc.
BRW
Barrow, AK: Wiley Post/Will Rogers Memorial
31
8
1.82
0
0.1
0
6.08
3
0
312
75
0
3
0
234
2,023
7
AS
Alaska Airlines Inc.
BUR
Burbank, CA: Bob Hope
181
38
10.49
0
9.61
0
17.9
0
0
2,036
565
0
385
0
1,086
2,023
7
AS
Alaska Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
61
6
1.26
1
1.4
0
2.34
0
0
371
228
21
58
0
64
2,023
7
AS
Alaska Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
87
21
3.94
0
6.46
0
10.61
0
0
836
144
0
235
0
457
2,023
7
AS
Alaska Airlines Inc.
CDV
Cordova, AK: Merle K Mudhole Smith
62
8
0.39
0
1.88
0
5.73
1
0
355
7
0
84
0
264
2,023
7
AS
Alaska Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
31
2
0
0
0.91
0
1.09
0
1
150
0
0
117
0
33
2,023
7
AS
Alaska Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
62
13
1.99
0
4.78
0
6.23
0
1
459
56
0
128
0
275
2,023
7
AS
Alaska Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
62
7
1.98
0
0.91
0
4.12
0
1
318
88
0
67
0
163
2,023
7
AS
Alaska Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
31
3
1
0
0
0
2
0
0
90
52
0
0
0
38