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
DL
Delta Air Lines Inc.
JAC
Jackson, WY: Jackson Hole
138
37
23.88
2.58
3.04
0
7.49
1
1
3,168
2,484
150
82
0
452
2,023
7
DL
Delta Air Lines Inc.
JAN
Jackson/Vicksburg, MS: Jackson Medgar Wiley Evers International
199
28
17.68
0.09
3.71
0
6.52
0
0
1,899
1,010
8
103
0
778
2,023
7
DL
Delta Air Lines Inc.
JAX
Jacksonville, FL: Jacksonville International
467
173
95.21
2.62
27.01
0
48.16
5
2
11,679
5,956
553
1,268
0
3,902
2,023
7
DL
Delta Air Lines Inc.
JFK
New York, NY: John F. Kennedy International
2,583
709
190.49
31.21
273.34
0
213.95
68
26
64,757
23,478
2,411
19,196
0
19,672
2,023
7
DL
Delta Air Lines Inc.
JNU
Juneau, AK: Juneau International
31
5
4.91
0
0
0
0.09
0
0
377
368
0
0
0
9
2,023
7
DL
Delta Air Lines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
62
17
6.83
0
4.17
1
5
0
0
812
450
0
136
30
196
2,023
7
DL
Delta Air Lines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,321
357
157.47
12.79
84.43
0
102.31
21
1
21,584
10,429
834
4,294
0
6,027
2,023
7
DL
Delta Air Lines Inc.
LAX
Los Angeles, CA: Los Angeles International
3,372
728
316.15
32.8
155.79
1
222.27
35
2
60,013
29,714
7,599
6,602
18
16,080
2,023
7
DL
Delta Air Lines Inc.
LEX
Lexington, KY: Blue Grass
173
29
16.84
1
4.17
0
6.98
1
0
1,522
936
107
150
0
329
2,023
7
DL
Delta Air Lines Inc.
LGA
New York, NY: LaGuardia
2,075
592
166.37
22.07
209.76
0
193.79
93
26
51,264
16,678
1,797
15,540
0
17,249
2,023
7
DL
Delta Air Lines Inc.
LIH
Lihue, HI: Lihue Airport
62
9
5.07
0
1.46
0
2.47
0
0
519
295
0
33
0
191
2,023
7
DL
Delta Air Lines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
173
39
24.12
2.53
6.93
0
5.41
2
1
2,022
1,403
124
259
0
236
2,023
7
DL
Delta Air Lines Inc.
MCI
Kansas City, MO: Kansas City International
635
174
86.6
5.4
21.32
0
60.68
6
1
12,490
6,454
852
1,058
0
4,126
2,023
7
DL
Delta Air Lines Inc.
MCO
Orlando, FL: Orlando International
1,760
637
221.08
15.87
232.97
0
167.08
29
18
46,408
14,878
1,945
16,099
0
13,486
2,023
7
DL
Delta Air Lines Inc.
MDT
Harrisburg, PA: Harrisburg International
83
7
3.07
1
0.33
0
2.6
0
0
435
117
194
6
0
118
2,023
7
DL
Delta Air Lines Inc.
MDW
Chicago, IL: Chicago Midway International
122
48
26.16
1.27
10.92
0
9.66
2
1
3,442
1,765
366
619
0
692
2,023
7
DL
Delta Air Lines Inc.
MEM
Memphis, TN: Memphis International
412
123
79.59
1.75
15.14
0
26.53
4
0
9,718
6,991
392
591
0
1,744
2,023
7
DL
Delta Air Lines Inc.
MIA
Miami, FL: Miami International
881
326
122.56
9.37
114.39
0.45
79.23
21
3
23,915
10,283
770
6,039
35
6,788
2,023
7
DL
Delta Air Lines Inc.
MKE
Milwaukee, WI: General Mitchell International
460
123
66.94
2.88
16.69
0
36.49
6
3
9,333
6,032
207
629
0
2,465
2,023
7
DL
Delta Air Lines Inc.
MLB
Melbourne, FL: Melbourne Orlando International
123
27
16.09
0
5.78
0
5.13
1
2
1,544
963
0
253
0
328
2,023
7
DL
Delta Air Lines Inc.
MOB
Mobile, AL: Mobile Regional
34
8
5.09
1
0
0
1.91
2
0
379
233
18
0
0
128
2,023
7
DL
Delta Air Lines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
182
36
18.56
0.92
4.44
0
12.08
0
1
2,253
1,142
57
292
0
762
2,023
7
DL
Delta Air Lines Inc.
MSO
Missoula, MT: Missoula Montana
90
29
16.87
0.4
1.14
0
10.59
1
0
3,066
2,444
8
35
0
579
2,023
7
DL
Delta Air Lines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
6,449
1,222
453.27
61.44
226.42
1
479.87
75
5
99,291
45,296
6,655
11,201
25
36,114
2,023
7
DL
Delta Air Lines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
578
154
74.06
1.63
24.15
0
54.17
14
3
10,685
4,910
169
1,306
0
4,300
2,023
7
DL
Delta Air Lines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
191
46
23.04
3.96
7.92
0
11.07
3
0
3,878
2,174
320
581
0
803
2,023
7
DL
Delta Air Lines Inc.
OAJ
Jacksonville/Camp Lejeune, NC: Albert J Ellis
51
8
2.37
0
3.63
0
2
0
1
534
219
0
133
0
182
2,023
7
DL
Delta Air Lines Inc.
OAK
Oakland, CA: Metro Oakland International
31
7
4.06
0
1.47
0
1.47
0
0
590
510
0
39
0
41
2,023
7
DL
Delta Air Lines Inc.
OGG
Kahului, HI: Kahului Airport
93
10
3.39
0
3.4
0
3.21
0
0
333
97
0
86
0
150
2,023
7
DL
Delta Air Lines Inc.
OKC
Oklahoma City, OK: Will Rogers World
148
35
17.15
2.12
1.67
0
14.06
0
0
2,239
914
118
57
0
1,150
2,023
7
DL
Delta Air Lines Inc.
OMA
Omaha, NE: Eppley Airfield
176
39
18.19
0.32
4.9
0
15.58
4
0
2,217
977
42
150
0
1,048
2,023
7
DL
Delta Air Lines Inc.
ONT
Ontario, CA: Ontario International
212
55
29.62
0.43
7.06
0
17.89
14
0
3,179
1,942
42
263
0
932
2,023
7
DL
Delta Air Lines Inc.
ORD
Chicago, IL: Chicago O'Hare International
998
310
133.46
6.89
106.19
1
62.46
35
6
22,243
9,131
1,280
6,747
24
5,061
2,023
7
DL
Delta Air Lines Inc.
ORF
Norfolk, VA: Norfolk International
221
77
40.6
4.05
11.44
0
20.92
0
0
4,383
1,958
532
426
0
1,467
2,023
7
DL
Delta Air Lines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
580
195
87.68
5.53
65.2
0.96
35.63
17
3
12,649
5,978
606
3,325
156
2,584
2,023
7
DL
Delta Air Lines Inc.
PDX
Portland, OR: Portland International
726
150
77.96
5.83
24.43
0
41.78
6
1
9,150
5,249
407
1,330
0
2,164
2,023
7
DL
Delta Air Lines Inc.
PHL
Philadelphia, PA: Philadelphia International
560
166
89.19
6.92
44.6
0
25.29
9
1
9,518
5,266
640
2,056
0
1,556
2,023
7
DL
Delta Air Lines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
870
200
103.45
5.62
31.51
0
59.42
13
2
11,933
7,019
548
1,246
0
3,120
2,023
7
DL
Delta Air Lines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
265
65
30.37
2.9
10.74
0
20.99
2
1
4,682
2,402
150
295
0
1,835
2,023
7
DL
Delta Air Lines Inc.
PNS
Pensacola, FL: Pensacola International
236
48
27.59
1
8.09
0
11.32
2
0
2,354
1,295
26
221
0
812
2,023
7
DL
Delta Air Lines Inc.
PSC
Pasco/Kennewick/Richland, WA: Tri Cities
39
9
5.83
0
0.34
0
2.83
0
0
693
425
0
33
0
235
2,023
7
DL
Delta Air Lines Inc.
PVD
Providence, RI: Rhode Island Tf Green International
153
40
18.72
0.51
2.93
0
17.84
4
0
2,152
1,129
57
157
0
809
2,023
7
DL
Delta Air Lines Inc.
PWM
Portland, ME: Portland International Jetport
159
33
17.31
0.22
10.12
0
5.35
3
1
2,051
1,480
9
362
0
200
2,023
7
DL
Delta Air Lines Inc.
RAP
Rapid City, SD: Rapid City Regional
31
14
10.04
0.22
1.15
0
2.59
0
1
895
701
7
67
0
120
2,023
7
DL
Delta Air Lines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
971
288
113.32
12.95
47.61
1
113.12
10
6
22,432
8,367
1,607
2,655
28
9,775
2,023
7
DL
Delta Air Lines Inc.
RIC
Richmond, VA: Richmond International
251
82
45.68
2.94
9.27
0
24.11
1
1
5,587
3,327
149
366
0
1,745
2,023
7
DL
Delta Air Lines Inc.
RNO
Reno, NV: Reno/Tahoe International
76
21
12.73
0
0.46
0
7.81
0
0
1,116
737
0
27
0
352
2,023
7
DL
Delta Air Lines Inc.
ROA
Roanoke, VA: Roanoke Blacksburg Regional
31
18
8.21
3.08
0.08
0
6.63
3
0
1,307
556
272
7
0
472
2,023
7
DL
Delta Air Lines Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
121
41
23.3
1.24
2.69
0
13.77
6
0
4,068
2,935
74
128
0
931
2,023
7
DL
Delta Air Lines Inc.
RST
Rochester, MN: Rochester International
31
6
4.28
0
0.04
0
1.67
1
1
302
185
0
3
0
114
2,023
7
DL
Delta Air Lines Inc.
RSW
Fort Myers, FL: Southwest Florida International
494
130
52.59
3.81
30.6
0
43
6
2
8,365
3,555
309
1,368
0
3,133
2,023
7
DL
Delta Air Lines Inc.
SAN
San Diego, CA: San Diego International
863
195
96.37
3.63
40.33
1
53.67
5
3
12,191
7,244
252
1,455
47
3,193
2,023
7
DL
Delta Air Lines Inc.
SAT
San Antonio, TX: San Antonio International
559
124
70.56
3.76
15.35
0
34.33
12
0
7,651
4,070
188
745
0
2,648
2,023
7
DL
Delta Air Lines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
275
75
38.06
1.4
20.57
0
14.97
4
0
3,946
2,195
67
781
0
903
2,023
7
DL
Delta Air Lines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
227
50
29.89
2
10.13
0
7.98
5
0
2,673
1,649
82
319
0
623
2,023
7
DL
Delta Air Lines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
3,201
643
280.21
24.41
128.19
0
210.19
27
2
51,989
30,194
1,552
5,288
0
14,955
2,023
7
DL
Delta Air Lines Inc.
SFO
San Francisco, CA: San Francisco International
1,279
303
144.88
10.64
66.54
0.4
80.54
12
0
20,767
11,585
1,403
3,135
33
4,611
2,023
7
DL
Delta Air Lines Inc.
SGF
Springfield, MO: Springfield-Branson National
87
17
9.98
1
5.14
0
0.88
1
0
1,036
701
108
167
0
60
2,023
7
DL
Delta Air Lines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
248
40
28.73
2
3.38
0
5.89
2
0
2,902
1,950
111
341
0
500
2,023
7
DL
Delta Air Lines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
284
67
32.64
0.6
20.1
0
13.66
1
0
4,914
3,120
47
928
0
819
2,023
7
DL
Delta Air Lines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
4,697
821
306.47
32.03
122.6
0
359.89
68
4
66,767
29,047
3,114
6,183
0
28,423
2,023
7
DL
Delta Air Lines Inc.
SMF
Sacramento, CA: Sacramento International
289
57
35.64
1.83
5.25
0
14.28
3
0
3,863
2,533
110
244
0
976
2,023
7
DL
Delta Air Lines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
438
97
60.24
3.86
11.93
0
20.96
6
2
8,398
5,781
406
454
0
1,757
2,023
7
DL
Delta Air Lines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
238
65
30.92
3.23
19
0
11.85
1
1
4,349
2,437
165
730
0
1,017
2,023
7
DL
Delta Air Lines Inc.
STL
St. Louis, MO: St Louis Lambert International
514
95
66.67
0.12
11.06
0
17.14
2
2
7,030
5,435
12
432
0
1,151
2,023
7
DL
Delta Air Lines Inc.
STT
Charlotte Amalie, VI: Cyril E King
84
14
8.6
0
4.63
0
0.76
1
0
787
621
0
153
0
13
2,023
7
DL
Delta Air Lines Inc.
STX
Christiansted, VI: Henry E. Rohlsen
5
2
0.69
0
1.31
0
0
1
0
51
20
0
31
0
0
2,023
7
DL
Delta Air Lines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
90
35
23.9
1.66
1.06
0
8.39
2
0
2,605
1,845
154
104
0
502
2,023
7
DL
Delta Air Lines Inc.
TLH
Tallahassee, FL: Tallahassee International
167
35
19.01
0.05
5.43
0
10.5
1
2
1,950
966
6
186
0
792
2,023
7
DL
Delta Air Lines Inc.
TPA
Tampa, FL: Tampa International
1,104
332
138.82
4.52
84.57
0.87
103.23
13
3
25,420
10,832
807
5,265
77
8,439
2,023
7
DL
Delta Air Lines Inc.
TUL
Tulsa, OK: Tulsa International
138
18
13.88
0
1.39
0
2.73
1
0
684
541
0
40
0
103
2,023
7
DL
Delta Air Lines Inc.
TUS
Tucson, AZ: Tucson International
93
22
12.61
0
3.9
1
4.49
1
0
993
506
0
148
36
303
2,023
7
DL
Delta Air Lines Inc.
TVC
Traverse City, MI: Cherry Capital
45
11
5.57
0
1.45
0
3.98
1
0
1,261
936
0
32
0
293
2,023
7
DL
Delta Air Lines Inc.
TYS
Knoxville, TN: McGhee Tyson
140
34
19.58
2.42
3.58
0
8.42
3
0
2,370
1,422
129
123
0
696
2,023
7
DL
Delta Air Lines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
207
45
24.71
3.95
6.31
0
10.03
0
0
2,823
1,310
608
199
0
706
2,023
7
DL
Delta Air Lines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
111
15
9.32
0.61
1.17
0
3.9
0
0
889
579
36
38
0
236
2,023
7
F9
Frontier Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
889
403
112.66
9.16
91.06
0
190.13
52
2
38,044
11,532
1,127
6,018
0
19,367
2,023
7
F9
Frontier Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
25
6
1.54
0.37
1.29
0
2.8
1
0
363
92
10
55
0
206
2,023
7
F9
Frontier Airlines Inc.
BDL
Hartford, CT: Bradley International
81
27
8.68
0.47
7.11
0
10.74
3
0
1,977
686
9
508
0
774
2,023
7
F9
Frontier Airlines Inc.
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
13
1
0.33
0
0
0
0.67
0
0
251
83
0
0
0
168
2,023
7
F9
Frontier Airlines Inc.
BNA
Nashville, TN: Nashville International
88
29
5.74
0.95
9.54
0
12.77
4
0
1,950
572
45
523
0
810
2,023
7
F9
Frontier Airlines Inc.
BOS
Boston, MA: Logan International
30
6
2.44
0
1.76
0
1.81
0
1
840
118
0
88
0
634
2,023
7
F9
Frontier Airlines Inc.
BQN
Aguadilla, PR: Rafael Hernandez
44
22
8.23
2.67
1.97
0
9.13
3
0
2,269
1,076
122
109
0
962
2,023
7
F9
Frontier Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
70
23
5.15
2.24
7.44
0
8.18
5
1
1,477
338
152
497
0
490
2,023
7
F9
Frontier Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
209
99
35.58
4.74
15.19
0
43.49
6
3
8,336
3,473
300
972
0
3,591
2,023
7
F9
Frontier Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
9
3
1.87
0
0.48
0
0.65
1
0
166
62
0
39
0
65
2,023
7
F9
Frontier Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
17
8
4.25
0
1.81
0
1.94
0
0
394
219
0
52
0
123
2,023
7
F9
Frontier Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
509
207
68.33
7.42
50.61
0
80.64
24
2
15,929
5,418
609
2,726
0
7,176
2,023
7
F9
Frontier Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
186
83
20.29
3.51
19.92
0
39.28
14
1
6,325
1,366
472
1,240
0
3,247
2,023
7
F9
Frontier Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
26
7
2
0.2
1.2
0
3.59
2
0
453
124
22
62
0
245
2,023
7
F9
Frontier Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
294
114
30.96
3.6
22.29
0
57.15
12
0
10,766
2,686
586
1,662
0
5,832
2,023
7
F9
Frontier Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
92
12
3.39
0
1.89
0
6.71
4
0
825
114
0
86
0
625
2,023
7
F9
Frontier Airlines Inc.
DEN
Denver, CO: Denver International
2,058
824
186.79
17.94
260.25
0
359.02
76
2
76,471
19,008
1,521
18,699
0
37,243
2,023
7
F9
Frontier Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
628
280
75.73
6.03
76.72
0
121.52
20
0
19,295
4,831
619
3,572
0
10,273
2,023
7
F9
Frontier Airlines Inc.
DSM
Des Moines, IA: Des Moines International
13
4
1.23
0
1.24
0
1.53
0
0
276
96
0
89
0
91
2,023
7
F9
Frontier Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
181
55
19.91
1.13
14.08
0
19.88
5
0
3,331
1,218
61
497
0
1,555
2,023
7
F9
Frontier Airlines Inc.
ELP
El Paso, TX: El Paso International
22
5
0.43
0
0.11
0
4.46
2
0
494
60
0
15
0
419
2,023
7
F9
Frontier Airlines Inc.
FAR
Fargo, ND: Hector International
14
3
1.35
0
1.18
0
0.47
1
0
72
29
0
35
0
8
2,023
7
F9
Frontier Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
186
82
32.4
0.56
19.68
0
29.37
8
0
7,283
4,096
10
1,293
0
1,884
2,023
7
F9
Frontier Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
13
1
0.31
0
0
0
0.69
0
0
98
30
0
0
0
68