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
OH
PSA Airlines Inc.
OAJ
Jacksonville/Camp Lejeune, NC: Albert J Ellis
64
12
5.76
0
2.8
0
3.44
4
1
539
220
0
139
0
180
2,023
6
OH
PSA Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
31
4
1.88
0
0.58
0
1.54
1
0
397
253
0
50
0
94
2,023
6
OH
PSA Airlines Inc.
ORF
Norfolk, VA: Norfolk International
202
68
20.34
10.16
16.22
0
21.29
11
3
6,111
1,686
811
657
0
2,957
2,023
6
OH
PSA Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
757
137
34.34
4.68
37.57
1
59.41
35
1
11,494
3,759
344
2,047
19
5,325
2,023
6
OH
PSA Airlines Inc.
PIA
Peoria, IL: General Downing - Peoria International
56
17
5.52
0.96
5.15
0
5.36
4
0
751
213
59
235
0
244
2,023
6
OH
PSA Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
94
11
1.2
1.53
3.39
0.16
4.72
1
0
896
327
141
124
4
300
2,023
6
OH
PSA Airlines Inc.
PNS
Pensacola, FL: Pensacola International
192
57
14.7
3.5
19.27
0.39
19.14
6
1
3,551
633
164
1,030
31
1,693
2,023
6
OH
PSA Airlines Inc.
PVD
Providence, RI: Rhode Island Tf Green International
157
18
4.62
0
3.32
0
10.06
9
0
1,400
365
0
169
0
866
2,023
6
OH
PSA Airlines Inc.
PWM
Portland, ME: Portland International Jetport
26
7
1.04
0
4.17
0
1.78
1
0
193
52
0
85
0
56
2,023
6
OH
PSA Airlines Inc.
RAP
Rapid City, SD: Rapid City Regional
56
7
3.29
0
2.41
0.35
0.95
0
1
432
246
0
119
8
59
2,023
6
OH
PSA Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
38
7
2.7
0
0.07
0
4.22
2
0
915
380
0
12
0
523
2,023
6
OH
PSA Airlines Inc.
RIC
Richmond, VA: Richmond International
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
OH
PSA Airlines Inc.
ROA
Roanoke, VA: Roanoke Blacksburg Regional
30
10
1.95
0
3.63
0
4.42
0
0
707
137
0
103
0
467
2,023
6
OH
PSA Airlines Inc.
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
90
14
4.17
1.63
4.18
0
4.02
4
0
883
145
259
92
0
387
2,023
6
OH
PSA Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
229
66
19.67
4.49
22.84
0
19
4
0
4,318
1,798
241
934
0
1,345
2,023
6
OH
PSA Airlines Inc.
SBN
South Bend, IN: South Bend International
83
21
4.65
3.6
7.79
0.32
4.65
2
0
1,080
297
196
290
7
290
2,023
6
OH
PSA Airlines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
149
27
6.89
1.21
11.04
0
7.86
9
0
1,710
377
37
428
0
868
2,023
6
OH
PSA Airlines Inc.
SGF
Springfield, MO: Springfield-Branson National
86
25
9.77
0.91
4.51
0
9.8
5
0
1,673
826
89
203
0
555
2,023
6
OH
PSA Airlines Inc.
SHV
Shreveport, LA: Shreveport Regional
150
41
10.17
1.53
10.96
0
18.33
3
1
5,591
1,751
83
542
0
3,215
2,023
6
OH
PSA Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
81
15
3.89
1
5.36
0
4.75
2
0
540
109
49
207
0
175
2,023
6
OH
PSA Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
30
6
4.77
0
0.71
0
0.52
0
0
308
245
0
34
0
29
2,023
6
OH
PSA Airlines Inc.
TLH
Tallahassee, FL: Tallahassee International
47
13
4.87
0.62
0.59
0
6.91
2
0
840
324
27
23
0
466
2,023
6
OH
PSA Airlines Inc.
TRI
Bristol/Johnson City/Kingsport, TN: Tri Cities
82
36
9.47
2.86
10.26
0
13.41
5
0
4,723
1,637
358
366
0
2,362
2,023
6
OH
PSA Airlines Inc.
TUL
Tulsa, OK: Tulsa International
74
24
2.96
0.41
6.44
0
14.2
3
2
2,455
203
65
275
0
1,912
2,023
6
OH
PSA Airlines Inc.
TVC
Traverse City, MI: Cherry Capital
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
OH
PSA Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
234
72
23.53
3.95
20.72
0
23.8
3
0
4,446
1,250
145
681
0
2,370
2,023
6
OH
PSA Airlines Inc.
VPS
Valparaiso, FL: Eglin AFB Destin Fort Walton Beach
4
1
0
0
1
0
0
0
0
29
0
0
29
0
0
2,023
6
OH
PSA Airlines Inc.
XNA
Fayetteville, AR: Northwest Arkansas National
37
11
3.34
0.77
2.34
0
4.55
0
0
554
173
22
70
0
289
2,023
6
OO
SkyWest Airlines Inc.
ABE
Allentown/Bethlehem/Easton, PA: Lehigh Valley International
60
14
10
0
0
0
4
2
0
798
657
0
0
0
141
2,023
6
OO
SkyWest Airlines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
216
16
11
5
0
0
0
0
0
683
365
318
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ABR
Aberdeen, SD: Aberdeen Regional
60
3
3
0
0
0
0
0
1
117
117
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ACT
Waco, TX: Waco Regional
90
24
9
6
1
1
7
1
1
2,666
545
1,426
195
149
351
2,023
6
OO
SkyWest Airlines Inc.
ACV
Arcata/Eureka, CA: California Redwood Coast Humboldt County
142
18
8
1
1
0
8
0
0
2,336
311
78
170
0
1,777
2,023
6
OO
SkyWest Airlines Inc.
AEX
Alexandria, LA: Alexandria International
90
20
7
10
0
1
2
4
0
2,283
1,303
789
0
151
40
2,023
6
OO
SkyWest Airlines Inc.
AGS
Augusta, GA: Augusta Regional at Bush Field
66
14
13
0
1
0
0
0
0
1,470
1,433
0
37
0
0
2,023
6
OO
SkyWest Airlines Inc.
ALB
Albany, NY: Albany International
3
1
1
0
0
0
0
0
0
112
112
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ALW
Walla Walla, WA: Walla Walla Regional
30
5
4
0
0
0
1
0
0
262
128
0
0
0
134
2,023
6
OO
SkyWest Airlines Inc.
AMA
Amarillo, TX: Rick Husband Amarillo International
31
5
2
1
0
0
2
1
0
569
125
212
0
0
232
2,023
6
OO
SkyWest Airlines Inc.
ASE
Aspen, CO: Aspen Pitkin County Sardy Field
555
156
108
9
7
0
32
23
10
12,125
8,716
686
549
0
2,174
2,023
6
OO
SkyWest Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
709
122
81
39
1
1
0
3
0
16,070
11,076
4,879
66
49
0
2,023
6
OO
SkyWest Airlines Inc.
ATW
Appleton, WI: Appleton International
301
63
45
2
4
0
12
4
1
4,075
2,920
113
412
0
630
2,023
6
OO
SkyWest Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
175
57
26
8
0
0
23
1
3
7,233
4,777
524
0
0
1,932
2,023
6
OO
SkyWest Airlines Inc.
AVL
Asheville, NC: Asheville Regional
94
16
11
0
0
0
5
1
0
751
374
0
0
0
377
2,023
6
OO
SkyWest Airlines Inc.
AVP
Scranton/Wilkes-Barre, PA: Wilkes Barre Scranton International
59
20
15
1
1
0
3
2
0
1,110
933
48
47
0
82
2,023
6
OO
SkyWest Airlines Inc.
BDL
Hartford, CT: Bradley International
26
7
5
0
0
0
2
0
0
172
140
0
0
0
32
2,023
6
OO
SkyWest Airlines Inc.
BFF
Scottsbluff, NE: Western Neb. Regional/William B. Heilig Field
52
9
4
0
0
0
5
2
0
1,103
908
0
0
0
195
2,023
6
OO
SkyWest Airlines Inc.
BFL
Bakersfield, CA: Meadows Field
89
18
9
2
1
0
6
2
0
1,021
311
94
103
0
513
2,023
6
OO
SkyWest Airlines Inc.
BGR
Bangor, ME: Bangor International
29
1
1
0
0
0
0
0
0
28
28
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
119
31
21
0
4
0
6
2
0
1,634
816
0
268
0
550
2,023
6
OO
SkyWest Airlines Inc.
BIH
Bishop, CA: Bishop Airport
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
BIL
Billings, MT: Billings Logan International
90
12
10
1
1
0
0
4
0
430
367
37
26
0
0
2,023
6
OO
SkyWest Airlines Inc.
BIS
Bismarck/Mandan, ND: Bismarck Municipal
180
31
20
2
5
0
4
2
0
1,979
937
77
599
0
366
2,023
6
OO
SkyWest Airlines Inc.
BJI
Bemidji, MN: Bemidji Regional
60
5
2
3
0
0
0
3
0
921
46
875
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
BLI
Bellingham, WA: Bellingham International
60
7
2
0
0
0
5
0
0
339
47
0
0
0
292
2,023
6
OO
SkyWest Airlines Inc.
BMI
Bloomington/Normal, IL: Central Il Regional Airport at Bloomington
69
11
7
4
0
0
0
0
0
478
288
190
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
BNA
Nashville, TN: Nashville International
184
39
20
5
5
0
9
5
2
2,365
941
438
498
0
488
2,023
6
OO
SkyWest Airlines Inc.
BOI
Boise, ID: Boise Air Terminal
744
122
71
6
3
0
42
0
1
5,833
3,040
247
82
0
2,464
2,023
6
OO
SkyWest Airlines Inc.
BOS
Boston, MA: Logan International
202
58
34
13
11
0
0
4
1
6,465
1,846
2,141
2,478
0
0
2,023
6
OO
SkyWest Airlines Inc.
BPT
Beaumont/Port Arthur, TX: Jack Brooks Regional
60
15
8
3
0
1
3
2
0
1,070
633
323
0
23
91
2,023
6
OO
SkyWest Airlines Inc.
BRD
Brainerd, MN: Brainerd Lakes Regional
52
4
4
0
0
0
0
0
0
210
210
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
BRO
Brownsville, TX: Brownsville South Padre Island International
55
11
6
1
0
1
3
1
0
678
535
61
0
22
60
2,023
6
OO
SkyWest Airlines Inc.
BTM
Butte, MT: Bert Mooney
57
6
4
2
0
0
0
0
0
278
200
78
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
BTR
Baton Rouge, LA: Baton Rouge Metropolitan/Ryan Field
57
14
6
5
0
1
2
2
0
888
368
298
0
24
198
2,023
6
OO
SkyWest Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
45
18
13
1
1
1
2
0
1
1,508
1,249
66
114
22
57
2,023
6
OO
SkyWest Airlines Inc.
BUR
Burbank, CA: Bob Hope
273
26
17
1
0
0
8
0
0
1,482
830
15
0
0
637
2,023
6
OO
SkyWest Airlines Inc.
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
3
1
0
1
0
0
0
0
0
1,020
0
1,020
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
BZN
Bozeman, MT: Bozeman Yellowstone International
51
5
4
0
0
0
1
0
0
104
76
0
0
0
28
2,023
6
OO
SkyWest Airlines Inc.
CAE
Columbia, SC: Columbia Metropolitan
58
8
6
0
0
0
2
1
2
432
302
0
0
0
130
2,023
6
OO
SkyWest Airlines Inc.
CAK
Akron, OH: Akron-Canton Regional
82
26
16
0
1
0
9
0
0
1,601
794
0
72
0
735
2,023
6
OO
SkyWest Airlines Inc.
CDC
Cedar City, UT: Cedar City Regional
52
7
6
1
0
0
0
0
0
158
136
22
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
CHA
Chattanooga, TN: Lovell Field
84
17
8
1
1
0
7
2
0
956
526
56
72
0
302
2,023
6
OO
SkyWest Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
13
4
3
0
0
0
1
0
0
226
175
0
0
0
51
2,023
6
OO
SkyWest Airlines Inc.
CID
Cedar Rapids/Iowa City, IA: The Eastern Iowa
153
19
12
1
1
0
5
3
1
1,937
1,332
35
182
0
388
2,023
6
OO
SkyWest Airlines Inc.
CIU
Sault Ste. Marie, MI: Chippewa County International
60
10
7
3
0
0
0
1
0
668
461
207
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
137
20
18
1
1
0
0
4
0
1,118
1,003
88
27
0
0
2,023
6
OO
SkyWest Airlines Inc.
CLL
College Station/Bryan, TX: Easterwood Field
90
20
9
4
2
0
5
7
0
3,211
1,284
1,280
366
0
281
2,023
6
OO
SkyWest Airlines Inc.
CLT
Charlotte, NC: Charlotte Douglas International
11
4
2
1
0
0
1
0
0
176
88
15
0
0
73
2,023
6
OO
SkyWest Airlines Inc.
CMH
Columbus, OH: John Glenn Columbus International
147
18
14
3
0
0
1
0
0
2,020
1,110
631
0
0
279
2,023
6
OO
SkyWest Airlines Inc.
CMX
Hancock/Houghton, MI: Houghton County Memorial
60
13
7
0
1
0
5
8
1
1,771
1,156
0
189
0
426
2,023
6
OO
SkyWest Airlines Inc.
CNY
Moab, UT: Canyonlands Regional
52
13
12
1
0
0
0
0
0
555
538
17
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
COS
Colorado Springs, CO: City of Colorado Springs Municipal
331
96
56
3
4
0
33
19
3
7,512
3,330
1,161
658
0
2,363
2,023
6
OO
SkyWest Airlines Inc.
COU
Columbia, MO: Columbia Regional
57
15
11
3
1
0
0
0
0
712
508
174
30
0
0
2,023
6
OO
SkyWest Airlines Inc.
CPR
Casper, WY: Casper/Natrona County International
97
24
14
1
3
0
6
2
0
1,398
580
32
334
0
452
2,023
6
OO
SkyWest Airlines Inc.
CRP
Corpus Christi, TX: Corpus Christi International
83
15
13
0
0
0
2
0
0
1,584
693
0
0
0
891
2,023
6
OO
SkyWest Airlines Inc.
CRW
Charleston/Dunbar, WV: West Virginia International Yeager
171
27
15
2
2
0
8
3
0
2,121
935
79
72
0
1,035
2,023
6
OO
SkyWest Airlines Inc.
CVG
Cincinnati, OH: Cincinnati/Northern Kentucky International
48
13
6
1
0
0
6
2
0
1,038
441
53
0
0
544
2,023
6
OO
SkyWest Airlines Inc.
CWA
Mosinee, WI: Central Wisconsin
7
2
2
0
0
0
0
0
0
61
61
0
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
DAY
Dayton, OH: James M Cox/Dayton International
143
27
22
1
0
0
4
2
0
1,628
1,378
17
0
0
233
2,023
6
OO
SkyWest Airlines Inc.
DCA
Washington, DC: Ronald Reagan Washington National
68
10
7
2
0
0
1
1
0
620
325
225
0
0
70
2,023
6
OO
SkyWest Airlines Inc.
DDC
Dodge City, KS: Dodge City Regional
52
7
4
1
0
0
2
2
0
1,406
1,220
36
0
0
150
2,023
6
OO
SkyWest Airlines Inc.
DEC
Decatur, IL: Decatur Airport
82
16
12
1
0
0
3
3
0
1,633
1,126
155
0
0
352
2,023
6
OO
SkyWest Airlines Inc.
DEN
Denver, CO: Denver International
3,833
839
399
79
222
0
139
147
13
76,357
31,705
7,622
22,544
0
14,486
2,023
6
OO
SkyWest Airlines Inc.
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
2,459
570
291
158
14
12
95
68
12
61,380
32,707
16,364
1,716
1,151
9,442
2,023
6
OO
SkyWest Airlines Inc.
DIK
Dickinson, ND: Dickinson - Theodore Roosevelt Regional
59
14
5
1
1
0
7
5
0
765
223
25
67
0
450
2,023
6
OO
SkyWest Airlines Inc.
DLH
Duluth, MN: Duluth International
129
26
22
0
1
0
3
1
0
1,447
1,263
0
66
0
118
2,023
6
OO
SkyWest Airlines Inc.
DRO
Durango, CO: Durango La Plata County
261
46
32
6
1
0
7
2
1
2,750
1,425
851
52
0
422
2,023
6
OO
SkyWest Airlines Inc.
DSM
Des Moines, IA: Des Moines International
86
7
5
1
0
0
1
1
0
361
310
35
0
0
16
2,023
6
OO
SkyWest Airlines Inc.
DTW
Detroit, MI: Detroit Metro Wayne County
1,437
228
178
31
7
0
12
7
1
25,246
20,623
3,003
743
0
877
2,023
6
OO
SkyWest Airlines Inc.
DVL
Devils Lake, ND: Devils Lake Regional
56
5
3
2
0
0
0
1
0
222
129
93
0
0
0
2,023
6
OO
SkyWest Airlines Inc.
ECP
Panama City, FL: Northwest Florida Beaches International
16
3
3
0
0
0
0
0
3
145
145
0
0
0
0