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.
PWM
Portland, ME: Portland International Jetport
138
26
16.66
0
3.73
0
5.61
2
1
2,027
1,489
0
244
0
294
2,023
6
DL
Delta Air Lines Inc.
RAP
Rapid City, SD: Rapid City Regional
27
7
4.48
0
0.3
0
2.22
1
0
345
217
0
39
0
89
2,023
6
DL
Delta Air Lines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
967
233
111.54
11.76
28.04
0
81.67
22
0
18,966
9,844
778
1,315
0
7,029
2,023
6
DL
Delta Air Lines Inc.
RIC
Richmond, VA: Richmond International
222
62
39.96
4.21
6.05
0
11.78
7
0
4,045
2,504
329
378
0
834
2,023
6
DL
Delta Air Lines Inc.
RNO
Reno, NV: Reno/Tahoe International
71
16
11.91
0
0
0
4.09
0
0
752
623
0
0
0
129
2,023
6
DL
Delta Air Lines Inc.
ROA
Roanoke, VA: Roanoke Blacksburg Regional
36
13
7.96
0.22
0.35
0
4.46
1
0
1,612
1,287
11
14
0
300
2,023
6
DL
Delta Air Lines Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
113
26
18.62
1.85
1.49
0
4.04
0
0
1,512
1,170
105
53
0
184
2,023
6
DL
Delta Air Lines Inc.
RST
Rochester, MN: Rochester International
30
8
5.72
0
0.77
0
1.51
7
0
710
643
0
20
0
47
2,023
6
DL
Delta Air Lines Inc.
RSW
Fort Myers, FL: Southwest Florida International
488
116
49.06
5.83
28.49
0.76
31.86
3
3
7,588
3,528
296
1,762
105
1,897
2,023
6
DL
Delta Air Lines Inc.
SAN
San Diego, CA: San Diego International
793
173
86.9
4
40.44
0
41.66
6
1
10,668
6,656
147
1,444
0
2,421
2,023
6
DL
Delta Air Lines Inc.
SAT
San Antonio, TX: San Antonio International
527
145
72.3
4.22
23.59
0
44.88
10
2
9,154
4,437
745
907
0
3,065
2,023
6
DL
Delta Air Lines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
265
70
46.01
4.38
5.52
0
14.09
3
2
4,016
2,865
150
212
0
789
2,023
6
DL
Delta Air Lines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
195
31
14.26
3.23
9.18
0
4.33
2
2
1,702
978
187
315
0
222
2,023
6
DL
Delta Air Lines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
3,043
459
183.42
9.43
102.4
0
163.75
26
4
38,649
21,211
650
4,171
0
12,617
2,023
6
DL
Delta Air Lines Inc.
SFO
San Francisco, CA: San Francisco International
1,214
288
138.25
4.6
66.94
0
78.21
22
2
18,840
10,181
262
3,190
0
5,207
2,023
6
DL
Delta Air Lines Inc.
SGF
Springfield, MO: Springfield-Branson National
86
18
8.51
1.53
2.22
0
5.74
0
0
831
416
38
67
0
310
2,023
6
DL
Delta Air Lines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
268
37
22.45
2.18
5.2
0
7.17
1
0
2,239
1,580
127
177
0
355
2,023
6
DL
Delta Air Lines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
274
82
35.59
3.02
31.34
0
12.05
3
0
5,041
3,178
179
986
0
698
2,023
6
DL
Delta Air Lines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
4,553
799
288.36
22.78
151.74
0
336.12
39
13
70,755
37,286
2,648
5,930
0
24,891
2,023
6
DL
Delta Air Lines Inc.
SMF
Sacramento, CA: Sacramento International
307
54
29.95
2
7.24
0
14.81
2
0
3,772
2,567
96
170
0
939
2,023
6
DL
Delta Air Lines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
433
80
33.02
1.93
32.33
0
12.72
1
4
4,497
2,243
104
1,030
0
1,120
2,023
6
DL
Delta Air Lines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
236
60
24.41
3.87
13.72
0
18.01
2
0
3,755
1,561
197
648
0
1,349
2,023
6
DL
Delta Air Lines Inc.
STL
St. Louis, MO: St Louis Lambert International
515
109
72.67
1.32
13.37
0
21.64
4
0
6,656
4,981
85
451
0
1,139
2,023
6
DL
Delta Air Lines Inc.
STT
Charlotte Amalie, VI: Cyril E King
82
25
11.51
0.38
9.7
0
3.42
0
1
1,259
707
30
316
0
206
2,023
6
DL
Delta Air Lines Inc.
STX
Christiansted, VI: Henry E. Rohlsen
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
DL
Delta Air Lines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
93
32
17.83
1
5.69
0
7.48
0
0
2,159
1,059
15
183
0
902
2,023
6
DL
Delta Air Lines Inc.
TLH
Tallahassee, FL: Tallahassee International
146
37
20.96
1.75
3.54
0
10.75
0
1
2,280
886
397
167
0
830
2,023
6
DL
Delta Air Lines Inc.
TPA
Tampa, FL: Tampa International
1,056
312
153.3
9.74
63.99
0
84.97
17
6
21,360
10,845
859
3,895
0
5,761
2,023
6
DL
Delta Air Lines Inc.
TUL
Tulsa, OK: Tulsa International
116
22
10.42
0
6.05
0
5.53
1
0
937
449
0
254
0
234
2,023
6
DL
Delta Air Lines Inc.
TUS
Tucson, AZ: Tucson International
90
21
10.93
0.86
5.98
0
3.24
1
1
1,682
914
189
238
0
341
2,023
6
DL
Delta Air Lines Inc.
TVC
Traverse City, MI: Cherry Capital
32
8
5.92
0
0.08
0
2
1
0
454
319
0
2
0
133
2,023
6
DL
Delta Air Lines Inc.
TYS
Knoxville, TN: McGhee Tyson
136
38
21.1
1.68
6.14
0
9.08
1
0
2,383
1,603
41
332
0
407
2,023
6
DL
Delta Air Lines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
183
43
25.71
1.73
5.98
0
9.59
4
1
3,020
1,672
197
268
0
883
2,023
6
DL
Delta Air Lines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
116
14
5.52
0.85
3.36
0
4.27
0
0
639
277
44
118
0
200
2,023
6
F9
Frontier Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
877
477
119.68
6.82
144.27
0
206.23
50
4
39,433
8,949
444
8,537
0
21,503
2,023
6
F9
Frontier Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
26
9
4.26
0
1.95
0
2.79
1
0
635
384
0
104
0
147
2,023
6
F9
Frontier Airlines Inc.
BDL
Hartford, CT: Bradley International
90
44
14.78
0
13.11
0
16.1
4
0
4,676
2,484
0
701
0
1,491
2,023
6
F9
Frontier Airlines Inc.
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
12
2
1.04
0
0
0
0.96
0
0
44
21
0
0
0
23
2,023
6
F9
Frontier Airlines Inc.
BNA
Nashville, TN: Nashville International
82
24
6.12
0.95
7.52
0
9.4
3
0
1,420
328
81
411
0
600
2,023
6
F9
Frontier Airlines Inc.
BOS
Boston, MA: Logan International
30
10
4.3
0
0.32
0
5.39
0
0
646
204
0
24
0
418
2,023
6
F9
Frontier Airlines Inc.
BQN
Aguadilla, PR: Rafael Hernandez
41
21
8.67
1.14
2.97
0
8.22
0
0
1,872
706
154
157
0
855
2,023
6
F9
Frontier Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
68
24
11.62
0
3.54
0
8.83
3
1
4,023
2,188
0
1,087
0
748
2,023
6
F9
Frontier Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
195
95
33.42
1.75
19.52
0
40.31
5
0
6,723
2,239
124
1,112
0
3,248
2,023
6
F9
Frontier Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
9
3
0.53
0.03
1.45
0
0.99
1
0
244
24
3
123
0
94
2,023
6
F9
Frontier Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
13
4
2.33
0
0.32
0
1.36
0
0
832
323
0
15
0
494
2,023
6
F9
Frontier Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
453
175
57.46
4.75
35.77
0
77.01
16
0
13,438
3,746
469
1,876
0
7,347
2,023
6
F9
Frontier Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
185
82
21.2
1.49
15.45
0
43.86
8
0
8,421
2,080
55
740
0
5,546
2,023
6
F9
Frontier Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
26
10
1.67
0
1.82
0
6.51
3
0
756
188
0
147
0
421
2,023
6
F9
Frontier Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
297
118
40.04
4.5
25.25
0
48.21
16
0
10,477
3,552
1,273
1,305
0
4,347
2,023
6
F9
Frontier Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
90
25
8.61
1.06
7.23
0
8.1
2
0
1,163
354
60
287
0
462
2,023
6
F9
Frontier Airlines Inc.
DEN
Denver, CO: Denver International
1,938
743
155.99
12.82
239.68
0
334.52
67
16
60,724
14,460
1,117
16,374
0
28,773
2,023
6
F9
Frontier Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
626
273
62.64
4.29
80.44
0
125.62
34
3
22,744
5,459
1,140
3,933
0
12,212
2,023
6
F9
Frontier Airlines Inc.
DSM
Des Moines, IA: Des Moines International
13
3
1
0
0
0
2
0
0
264
49
0
0
0
215
2,023
6
F9
Frontier Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
169
48
19.36
1.31
7.74
0
19.59
2
1
3,471
1,021
143
464
0
1,843
2,023
6
F9
Frontier Airlines Inc.
ELP
El Paso, TX: El Paso International
22
8
3.53
0
2.86
0
1.61
0
0
672
285
0
107
0
280
2,023
6
F9
Frontier Airlines Inc.
FAR
Fargo, ND: Hector International
13
6
2.88
0.16
1.12
0
1.84
0
0
567
284
24
83
0
176
2,023
6
F9
Frontier Airlines Inc.
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
180
75
27.07
0.78
21.84
0
25.32
8
3
5,349
1,934
26
1,089
0
2,300
2,023
6
F9
Frontier Airlines Inc.
FSD
Sioux Falls, SD: Joe Foss Field
13
6
2.14
0
0.38
0
3.48
0
0
352
112
0
12
0
228
2,023
6
F9
Frontier Airlines Inc.
GRB
Green Bay, WI: Green Bay Austin Straubel International
13
2
1
0
0.41
0
0.59
0
0
42
15
0
11
0
16
2,023
6
F9
Frontier Airlines Inc.
GRR
Grand Rapids, MI: Gerald R. Ford International
35
15
6.33
0.92
4.47
0
3.28
0
0
883
241
67
323
0
252
2,023
6
F9
Frontier Airlines Inc.
HOU
Houston, TX: William P Hobby
30
14
4.78
0
4.49
0
4.74
1
0
915
306
0
140
0
469
2,023
6
F9
Frontier Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
119
46
9.4
0.75
19.3
0
16.55
2
1
3,089
689
29
1,061
0
1,310
2,023
6
F9
Frontier Airlines Inc.
IND
Indianapolis, IN: Indianapolis International
63
21
9.29
0
2.61
0
9.1
1
0
1,445
640
0
166
0
639
2,023
6
F9
Frontier Airlines Inc.
ISP
Islip, NY: Long Island MacArthur
148
54
16.88
1
5.44
0
30.68
7
0
4,180
1,315
86
292
0
2,487
2,023
6
F9
Frontier Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
71
22
9.77
0
4.44
0
7.79
0
0
1,293
580
0
151
0
562
2,023
6
F9
Frontier Airlines Inc.
LAS
Las Vegas, NV: Harry Reid International
1,035
421
115.86
7.72
55.94
0
241.49
25
1
33,862
10,139
1,532
2,763
0
19,428
2,023
6
F9
Frontier Airlines Inc.
LGA
New York, NY: LaGuardia
113
54
16.32
0.69
18.79
0
18.2
14
0
4,529
1,592
33
1,392
0
1,512
2,023
6
F9
Frontier Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
24
5
0.43
0
1.06
0
3.5
1
0
237
13
0
23
0
201
2,023
6
F9
Frontier Airlines Inc.
MCI
Kansas City, MO: Kansas City International
19
1
1
0
0
0
0
0
0
38
38
0
0
0
0
2,023
6
F9
Frontier Airlines Inc.
MCO
Orlando, FL: Orlando International
1,391
659
157.45
8.52
119.42
0
373.61
55
11
74,602
19,017
606
8,491
0
46,488
2,023
6
F9
Frontier Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
9
3
0.08
0.69
1
0
1.23
0
0
232
4
77
71
0
80
2,023
6
F9
Frontier Airlines Inc.
MDW
Chicago, IL: Chicago Midway International
305
122
35.66
3.91
24.5
0
57.94
13
0
8,366
2,068
246
1,215
0
4,837
2,023
6
F9
Frontier Airlines Inc.
MEM
Memphis, TN: Memphis International
17
5
1.47
0.07
1.91
0
1.55
0
0
256
88
4
45
0
119
2,023
6
F9
Frontier Airlines Inc.
MIA
Miami, FL: Miami International
246
130
37.52
1.55
25.23
0
65.69
15
2
12,400
3,931
215
1,562
0
6,692
2,023
6
F9
Frontier Airlines Inc.
MKE
Milwaukee, WI: General Mitchell International
36
15
4.71
0
2.44
0
7.85
1
0
903
253
0
106
0
544
2,023
6
F9
Frontier Airlines Inc.
MSN
Madison, WI: Dane County Regional-Truax Field
17
2
0.95
0
0.07
0
0.98
0
0
149
34
0
3
0
112
2,023
6
F9
Frontier Airlines Inc.
MSP
Minneapolis, MN: Minneapolis-St Paul International
60
30
7.85
1.99
4
0
16.16
0
0
2,167
385
284
196
0
1,302
2,023
6
F9
Frontier Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
67
20
6.41
0.71
2.36
0
10.52
7
0
2,629
725
46
226
0
1,632
2,023
6
F9
Frontier Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
28
11
2.61
1
1.88
0
5.5
1
0
585
173
23
77
0
312
2,023
6
F9
Frontier Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
35
10
3.91
0
2.54
0
3.55
2
0
586
393
0
61
0
132
2,023
6
F9
Frontier Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
22
5
3.73
0
0.45
0
0.82
0
0
338
220
0
40
0
78
2,023
6
F9
Frontier Airlines Inc.
ONT
Ontario, CA: Ontario International
178
99
38.3
2.38
24.67
0
33.66
3
0
7,768
2,870
307
1,096
0
3,495
2,023
6
F9
Frontier Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
60
20
11.51
0
7.04
0
1.45
2
0
925
427
0
427
0
71
2,023
6
F9
Frontier Airlines Inc.
ORF
Norfolk, VA: Norfolk International
29
8
1.61
0.31
2.08
0
4
2
0
869
134
35
139
0
561
2,023
6
F9
Frontier Airlines Inc.
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
26
9
2.85
0
3.93
0
2.22
0
0
492
190
0
157
0
145
2,023
6
F9
Frontier Airlines Inc.
PDX
Portland, OR: Portland International
58
16
5.52
1
0.64
0
8.84
2
0
1,923
1,140
79
79
0
625
2,023
6
F9
Frontier Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
847
358
112.7
9.42
62.3
0
173.58
41
0
30,071
8,799
1,797
3,374
0
16,101
2,023
6
F9
Frontier Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
517
187
53.05
3.37
25.39
0
105.2
18
0
20,560
6,813
512
1,334
0
11,901
2,023
6
F9
Frontier Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
16
6
1.06
1
1.11
0
2.83
1
0
380
97
45
25
0
213
2,023
6
F9
Frontier Airlines Inc.
PNS
Pensacola, FL: Pensacola International
26
5
0.33
0
1.51
0
3.16
1
0
382
33
0
110
0
239
2,023
6
F9
Frontier Airlines Inc.
PSE
Ponce, PR: Mercedita
13
4
2.75
0
0.31
0
0.94
0
0
189
108
0
14
0
67
2,023
6
F9
Frontier Airlines Inc.
PWM
Portland, ME: Portland International Jetport
12
4
0.03
0
0
0
3.97
4
0
170
1
0
0
0
169
2,023
6
F9
Frontier Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
439
175
51.02
3.71
31.17
0
89.1
20
1
16,537
5,865
302
1,470
0
8,900
2,023
6
F9
Frontier Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
103
26
10.87
0
4.79
0
10.34
9
0
2,059
786
0
271
0
1,002
2,023
6
F9
Frontier Airlines Inc.
SAN
San Diego, CA: San Diego International
229
114
27.82
2.42
36.75
0
47.01
6
0
5,879
1,391
212
1,606
0
2,670
2,023
6
F9
Frontier Airlines Inc.
SAT
San Antonio, TX: San Antonio International
53
8
5.17
0
0.18
0
2.65
2
0
359
181
0
15
0
163
2,023
6
F9
Frontier Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
13
5
2.57
0
0.66
0
1.77
0
0
370
139
0
37
0
194
2,023
6
F9
Frontier Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
62
36
16.03
0.59
7.3
0
12.08
0
1
2,291
947
58
320
0
966
2,023
6
F9
Frontier Airlines Inc.
SFO
San Francisco, CA: San Francisco International
307
131
37.81
5.2
32.61
0
55.38
6
0
9,099
2,690
427
1,649
0
4,333
2,023
6
F9
Frontier Airlines Inc.
SJU
San Juan, PR: Luis Munoz Marin International
477
245
82.28
2.08
72.26
0
88.38
15
0
18,184
5,953
150
3,407
0
8,674