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
DL
Delta Air Lines Inc.
BIS
Bismarck/Mandan, ND: Bismarck Municipal
28
9
5.91
0
0.88
0
2.22
0
0
681
317
0
103
0
261
2,023
6
DL
Delta Air Lines Inc.
BNA
Nashville, TN: Nashville International
705
181
92.9
3.91
37.32
0
46.86
5
4
11,443
6,711
221
1,902
0
2,609
2,023
6
DL
Delta Air Lines Inc.
BOI
Boise, ID: Boise Air Terminal
259
55
18.53
1.91
16.33
0
18.24
2
0
2,535
1,079
58
400
0
998
2,023
6
DL
Delta Air Lines Inc.
BOS
Boston, MA: Logan International
2,206
622
213.99
15.84
194.5
0.88
196.79
43
3
48,833
21,422
1,526
9,310
42
16,533
2,023
6
DL
Delta Air Lines Inc.
BTR
Baton Rouge, LA: Baton Rouge Metropolitan/Ryan Field
113
26
16.65
1.15
3.4
0
4.8
0
0
2,310
1,702
63
265
0
280
2,023
6
DL
Delta Air Lines Inc.
BTV
Burlington, VT: Burlington International
41
5
2.33
1
0.57
0
1.1
0
0
317
219
36
28
0
34
2,023
6
DL
Delta Air Lines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
255
69
32.36
1.97
14.88
0.69
19.09
6
0
3,504
1,774
65
549
25
1,091
2,023
6
DL
Delta Air Lines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
463
131
75.82
2.09
16.76
0
36.32
7
4
9,078
5,211
260
1,325
0
2,282
2,023
6
DL
Delta Air Lines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
202
39
22.67
3.63
3.7
0
9
3
0
2,546
1,516
87
142
0
801
2,023
6
DL
Delta Air Lines Inc.
CAE
Columbia, SC: Columbia Metropolitan
139
29
15.09
1
4.76
0
8.15
1
0
1,670
900
264
134
0
372
2,023
6
DL
Delta Air Lines Inc.
CHA
Chattanooga, TN: Lovell Field
85
21
11.71
0.22
2.22
0
6.84
0
0
2,104
1,529
22
99
0
454
2,023
6
DL
Delta Air Lines Inc.
CHO
Charlottesville, VA: Charlottesville Albemarle
30
4
1.24
1
0.72
0
1.04
0
0
318
39
209
39
0
31
2,023
6
DL
Delta Air Lines Inc.
CHS
Charleston, SC: Charleston AFB/International
363
112
59.97
5.61
19.31
0
27.11
5
1
7,046
3,745
668
1,128
0
1,505
2,023
6
DL
Delta Air Lines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
30
5
1.96
1.92
0.12
0
1
0
0
345
106
204
17
0
18
2,023
6
DL
Delta Air Lines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
198
48
24.05
1.75
7.8
0
14.4
2
0
3,288
2,017
138
278
0
855
2,023
6
DL
Delta Air Lines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
565
114
51.98
2.26
22.9
0
36.86
5
0
7,463
4,069
158
981
0
2,255
2,023
6
DL
Delta Air Lines Inc.
CMH
Columbus, OH: John Glenn Columbus International
280
68
45.02
1.19
7.91
0
13.88
7
0
3,556
2,331
83
309
0
833
2,023
6
DL
Delta Air Lines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
52
12
6.47
0.72
3.66
0
1.15
0
2
521
251
53
167
0
50
2,023
6
DL
Delta Air Lines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
699
161
63.08
7.75
22.68
1
66.49
7
0
14,576
6,786
554
1,194
132
5,910
2,023
6
DL
Delta Air Lines Inc.
DAB
Daytona Beach, FL: Daytona Beach International
123
29
17.64
1
3.07
0
7.29
2
1
1,685
989
25
157
0
514
2,023
6
DL
Delta Air Lines Inc.
DAL
Dallas, TX: Dallas Love Field
240
104
32.36
2.62
52.53
0
16.49
7
3
7,375
3,116
339
2,981
0
939
2,023
6
DL
Delta Air Lines Inc.
DAY
Dayton, OH: James M Cox/Dayton International
108
16
6.67
1.37
2.94
0
5.02
1
0
671
286
44
56
0
285
2,023
6
DL
Delta Air Lines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
674
159
75.22
7.88
38.69
0
37.21
12
8
8,956
4,089
426
1,651
0
2,790
2,023
6
DL
Delta Air Lines Inc.
DEN
Denver, CO: Denver International
1,055
306
107.63
9.94
130.07
0
58.36
12
7
20,554
8,390
772
6,872
0
4,520
2,023
6
DL
Delta Air Lines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
906
240
99.56
7.71
73.87
0
58.86
18
6
15,749
7,102
299
4,007
0
4,341
2,023
6
DL
Delta Air Lines Inc.
DLH
Duluth, MN: Duluth International
5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
DL
Delta Air Lines Inc.
DSM
Des Moines, IA: Des Moines International
90
15
8.41
0.92
3.27
0
2.41
0
0
711
462
23
73
0
153
2,023
6
DL
Delta Air Lines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
5,291
1,131
395.85
47.84
228.12
0
459.19
76
7
90,627
39,411
5,604
10,160
0
35,452
2,023
6
DL
Delta Air Lines Inc.
ECP
Panama City, FL: Northwest Florida Beaches International
165
60
36.48
4.07
6.01
0
13.45
2
1
4,406
2,413
561
318
0
1,114
2,023
6
DL
Delta Air Lines Inc.
ELP
El Paso, TX: El Paso International
59
21
8.53
2.36
6.38
0
3.73
1
0
1,247
464
357
153
0
273
2,023
6
DL
Delta Air Lines Inc.
EUG
Eugene, OR: Mahlon Sweet Field
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
DL
Delta Air Lines Inc.
EVV
Evansville, IN: Evansville Regional
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
DL
Delta Air Lines Inc.
EWR
Newark, NJ: Newark Liberty International
562
158
62.9
5.75
69.43
0
19.92
21
3
12,088
4,217
428
6,012
0
1,431
2,023
6
DL
Delta Air Lines Inc.
EYW
Key West, FL: Key West International
120
24
10.23
0
10.87
0
2.9
0
0
993
471
0
395
0
127
2,023
6
DL
Delta Air Lines Inc.
FAI
Fairbanks, AK: Fairbanks International
86
11
4.18
0
5.26
0
1.56
0
0
426
221
0
144
0
61
2,023
6
DL
Delta Air Lines Inc.
FAR
Fargo, ND: Hector International
63
13
9.42
0
0.16
0
3.42
0
0
483
352
0
6
0
125
2,023
6
DL
Delta Air Lines Inc.
FAY
Fayetteville, NC: Fayetteville Regional/Grannis Field
30
13
5.84
0
1.24
0
5.93
0
1
1,158
799
0
70
0
289
2,023
6
DL
Delta Air Lines Inc.
FCA
Kalispell, MT: Glacier Park International
60
8
5.51
0
0.36
0
2.12
2
0
361
238
0
8
0
115
2,023
6
DL
Delta Air Lines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
951
301
122.19
7.73
102.24
0
68.84
16
13
19,432
7,935
407
5,828
0
5,262
2,023
6
DL
Delta Air Lines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
60
23
8.57
0
2.79
0
11.65
1
0
1,722
908
0
183
0
631
2,023
6
DL
Delta Air Lines Inc.
GEG
Spokane, WA: Spokane International
309
55
21.25
2
11.2
0
20.55
2
0
3,796
2,145
61
300
0
1,290
2,023
6
DL
Delta Air Lines Inc.
GFK
Grand Forks, ND: Grand Forks International
30
7
2.02
0
0
0
4.98
1
0
495
129
0
0
0
366
2,023
6
DL
Delta Air Lines Inc.
GNV
Gainesville, FL: Gainesville Regional
138
26
14.3
0.25
5.91
1
4.54
1
1
1,573
1,053
9
250
88
173
2,023
6
DL
Delta Air Lines Inc.
GPT
Gulfport/Biloxi, MS: Gulfport-Biloxi International
113
19
7.98
0.72
3.93
0
6.38
0
1
1,331
622
36
180
0
493
2,023
6
DL
Delta Air Lines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
30
6
3.31
0
1.32
0
1.37
1
0
474
194
0
88
0
192
2,023
6
DL
Delta Air Lines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
237
78
41.12
1.92
7.81
0
27.15
3
0
4,474
2,433
68
435
0
1,538
2,023
6
DL
Delta Air Lines Inc.
GSO
Greensboro/High Point, NC: Piedmont Triad International
167
44
31.87
3.17
4.82
0
4.15
1
0
2,495
1,899
163
327
0
106
2,023
6
DL
Delta Air Lines Inc.
GSP
Greer, SC: Greenville-Spartanburg International
222
40
24.22
0.84
4.74
0
10.2
1
0
2,809
1,982
78
258
0
491
2,023
6
DL
Delta Air Lines Inc.
HNL
Honolulu, HI: Daniel K Inouye International
284
63
36.47
1.08
8.89
0
16.56
7
1
6,806
4,934
28
405
0
1,439
2,023
6
DL
Delta Air Lines Inc.
HOU
Houston, TX: William P Hobby
108
30
13.96
0.53
3.75
0
11.77
2
1
1,563
729
28
296
0
510
2,023
6
DL
Delta Air Lines Inc.
HPN
White Plains, NY: Westchester County
57
10
5.12
1
1.61
0
2.27
1
0
522
226
15
127
0
154
2,023
6
DL
Delta Air Lines Inc.
HSV
Huntsville, AL: Huntsville International-Carl T Jones Field
167
28
16.42
0.86
4.43
0
6.29
0
1
1,829
1,169
34
228
0
398
2,023
6
DL
Delta Air Lines Inc.
IAD
Washington, DC: Washington Dulles International
262
69
37.64
1.59
10.18
0
19.59
2
0
3,572
2,098
188
370
0
916
2,023
6
DL
Delta Air Lines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
684
169
66.21
6.41
41.73
0
54.65
10
3
11,512
5,232
230
1,888
0
4,162
2,023
6
DL
Delta Air Lines Inc.
ICT
Wichita, KS: Wichita Dwight D Eisenhower National
89
12
3.17
0.76
4.55
0
3.52
0
0
741
231
75
283
0
152
2,023
6
DL
Delta Air Lines Inc.
ILM
Wilmington, NC: Wilmington International
60
9
5.1
0.42
0
0
3.48
0
0
882
725
13
0
0
144
2,023
6
DL
Delta Air Lines Inc.
IND
Indianapolis, IN: Indianapolis International
377
75
40.78
2
11.47
0
20.75
2
3
4,524
2,726
289
356
0
1,153
2,023
6
DL
Delta Air Lines Inc.
JAC
Jackson, WY: Jackson Hole
127
22
13.52
0.25
3.51
0
4.72
0
0
1,260
730
37
243
0
250
2,023
6
DL
Delta Air Lines Inc.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
168
30
13.15
1
9.15
1
5.7
2
0
1,433
818
20
298
51
246
2,023
6
DL
Delta Air Lines Inc.
JAX
Jacksonville, FL: Jacksonville International
464
165
89.18
3.11
22.06
0
50.65
10
0
12,111
7,255
227
1,064
0
3,565
2,023
6
DL
Delta Air Lines Inc.
JFK
New York, NY: John F. Kennedy International
2,472
706
238.09
29.13
264.79
3.22
170.76
63
6
60,887
24,931
3,736
15,790
253
16,177
2,023
6
DL
Delta Air Lines Inc.
JNU
Juneau, AK: Juneau International
30
5
1.98
1
1.2
0
0.82
0
0
143
35
68
26
0
14
2,023
6
DL
Delta Air Lines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
60
9
7.43
0
0.22
0
1.35
0
0
716
622
0
16
0
78
2,023
6
DL
Delta Air Lines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,277
310
147.85
8.62
67.94
0
85.59
15
0
19,633
10,027
838
2,799
0
5,969
2,023
6
DL
Delta Air Lines Inc.
LAX
Los Angeles, CA: Los Angeles International
3,193
746
303.15
19.73
189.52
0.89
232.72
54
3
61,803
33,538
1,982
7,455
57
18,771
2,023
6
DL
Delta Air Lines Inc.
LEX
Lexington, KY: Blue Grass
159
30
15.76
0.3
3.46
0
10.48
1
1
1,734
903
18
323
0
490
2,023
6
DL
Delta Air Lines Inc.
LGA
New York, NY: LaGuardia
2,049
544
167.74
19
196.45
0
160.8
88
31
47,441
19,197
1,841
13,049
0
13,354
2,023
6
DL
Delta Air Lines Inc.
LIH
Lihue, HI: Lihue Airport
60
8
6.38
0
1.01
0
0.61
0
0
705
649
0
16
0
40
2,023
6
DL
Delta Air Lines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
168
44
25.14
1.84
9.6
0
7.42
0
0
2,463
1,217
170
550
0
526
2,023
6
DL
Delta Air Lines Inc.
MCI
Kansas City, MO: Kansas City International
623
163
89.98
7.35
23.73
0
41.93
9
1
9,916
6,703
440
811
0
1,962
2,023
6
DL
Delta Air Lines Inc.
MCO
Orlando, FL: Orlando International
1,672
512
199.65
15.92
170.8
1.83
123.8
50
19
39,926
17,087
1,387
11,846
78
9,528
2,023
6
DL
Delta Air Lines Inc.
MDT
Harrisburg, PA: Harrisburg International
86
9
3.3
1.89
1.21
0
2.61
0
0
644
368
109
82
0
85
2,023
6
DL
Delta Air Lines Inc.
MDW
Chicago, IL: Chicago Midway International
141
40
19.13
0.51
8.52
0
11.84
9
0
2,468
1,681
29
265
0
493
2,023
6
DL
Delta Air Lines Inc.
MEM
Memphis, TN: Memphis International
413
108
63.21
4.28
13.24
0
27.27
5
1
5,988
3,376
223
467
0
1,922
2,023
6
DL
Delta Air Lines Inc.
MIA
Miami, FL: Miami International
846
273
102.84
8.83
104.9
0
56.43
38
20
19,781
7,723
688
6,397
0
4,973
2,023
6
DL
Delta Air Lines Inc.
MKE
Milwaukee, WI: General Mitchell International
418
103
68.55
1.99
7.62
0
24.84
4
0
5,715
4,196
147
204
0
1,168
2,023
6
DL
Delta Air Lines Inc.
MLB
Melbourne, FL: Melbourne Orlando International
120
32
14.49
2.39
9.7
0
5.41
0
0
1,671
821
260
373
0
217
2,023
6
DL
Delta Air Lines Inc.
MOB
Mobile, AL: Mobile Regional
31
10
7.73
0
0.27
0
2
0
0
543
346
0
11
0
186
2,023
6
DL
Delta Air Lines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
178
38
18.98
1.81
3.3
0
13.91
0
0
1,876
892
122
125
0
737
2,023
6
DL
Delta Air Lines Inc.
MSO
Missoula, MT: Missoula Montana
68
15
6.06
1
1.23
0
6.71
0
0
1,101
506
23
30
0
542
2,023
6
DL
Delta Air Lines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
6,050
1,120
401.52
36.01
267.1
2.81
412.55
79
2
88,098
44,872
2,675
10,885
125
29,541
2,023
6
DL
Delta Air Lines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
574
164
96.7
5.21
23.47
0
38.62
13
2
11,068
6,736
349
1,084
0
2,899
2,023
6
DL
Delta Air Lines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
170
36
21.34
0
5.67
0
9
0
0
1,749
1,122
0
250
0
377
2,023
6
DL
Delta Air Lines Inc.
OAJ
Jacksonville/Camp Lejeune, NC: Albert J Ellis
36
6
5
0
1
0
0
1
0
285
269
0
16
0
0
2,023
6
DL
Delta Air Lines Inc.
OAK
Oakland, CA: Metro Oakland International
32
7
4
0
0
0
3
1
0
526
234
0
0
0
292
2,023
6
DL
Delta Air Lines Inc.
OGG
Kahului, HI: Kahului Airport
90
15
8.95
0
0
0
6.05
0
0
1,168
872
0
0
0
296
2,023
6
DL
Delta Air Lines Inc.
OKC
Oklahoma City, OK: Will Rogers World
138
29
12.84
2.75
5.52
0
7.89
1
1
1,774
898
114
275
0
487
2,023
6
DL
Delta Air Lines Inc.
OMA
Omaha, NE: Eppley Airfield
168
39
21.67
1.65
3.31
0
12.37
2
0
2,387
1,428
174
143
0
642
2,023
6
DL
Delta Air Lines Inc.
ONT
Ontario, CA: Ontario International
230
74
38.9
0.89
20.36
0
13.85
6
0
6,386
4,424
73
655
0
1,234
2,023
6
DL
Delta Air Lines Inc.
ORD
Chicago, IL: Chicago O'Hare International
1,027
264
125.58
8.44
69.82
0.96
59.2
27
2
19,383
10,119
673
4,716
110
3,765
2,023
6
DL
Delta Air Lines Inc.
ORF
Norfolk, VA: Norfolk International
217
72
42.76
2.39
7.04
0
19.8
3
3
7,533
5,614
89
296
0
1,534
2,023
6
DL
Delta Air Lines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
562
194
79.16
8.01
67.4
1.62
37.81
8
4
13,605
6,282
593
3,619
53
3,058
2,023
6
DL
Delta Air Lines Inc.
PDX
Portland, OR: Portland International
649
100
62.74
1.97
11.49
0
23.79
5
0
6,517
4,759
67
562
0
1,129
2,023
6
DL
Delta Air Lines Inc.
PHL
Philadelphia, PA: Philadelphia International
530
151
79.76
4.79
26.84
0
39.61
12
0
10,120
5,812
570
1,262
0
2,476
2,023
6
DL
Delta Air Lines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
834
182
85.47
5.8
36.93
0.98
52.82
7
0
8,980
4,620
494
1,445
45
2,376
2,023
6
DL
Delta Air Lines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
279
76
33.24
2.97
12.41
0
27.37
5
0
3,838
1,924
135
648
0
1,131
2,023
6
DL
Delta Air Lines Inc.
PNS
Pensacola, FL: Pensacola International
224
73
41.75
2.61
10.61
0
18.03
3
0
5,174
2,508
332
910
0
1,424
2,023
6
DL
Delta Air Lines Inc.
PSC
Pasco/Kennewick/Richland, WA: Tri Cities
57
13
8.24
0
1.52
0
3.24
0
0
602
363
0
39
0
200
2,023
6
DL
Delta Air Lines Inc.
PSP
Palm Springs, CA: Palm Springs International
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
DL
Delta Air Lines Inc.
PVD
Providence, RI: Rhode Island Tf Green International
128
33
17.62
2.51
4.23
0
8.64
1
0
2,360
1,595
83
190
0
492