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
AS
Alaska Airlines Inc.
PSP
Palm Springs, CA: Palm Springs International
28
8
2.93
0.38
1.97
0
2.72
0
0
424
144
13
58
0
209
2,023
6
AS
Alaska Airlines Inc.
RDM
Bend/Redmond, OR: Roberts Field
89
14
5.81
0
2.51
0
5.68
0
0
575
283
0
69
0
223
2,023
6
AS
Alaska Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
46
17
2.41
0
12.47
0.31
1.81
0
0
456
98
0
304
8
46
2,023
6
AS
Alaska Airlines Inc.
RNO
Reno, NV: Reno/Tahoe International
77
14
5.04
0
1
0
7.96
0
0
519
293
0
16
0
210
2,023
6
AS
Alaska Airlines Inc.
RSW
Fort Myers, FL: Southwest Florida International
9
1
0.35
0
0.65
0
0
0
0
23
8
0
15
0
0
2,023
6
AS
Alaska Airlines Inc.
SAN
San Diego, CA: San Diego International
768
178
50.65
1.81
65.49
2.25
57.8
5
1
8,936
2,617
201
2,781
159
3,178
2,023
6
AS
Alaska Airlines Inc.
SAT
San Antonio, TX: San Antonio International
46
15
4.58
0
1.62
0
8.8
0
0
628
282
0
41
0
305
2,023
6
AS
Alaska Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
30
5
3
0
1
0
1
0
0
401
110
0
18
0
273
2,023
6
AS
Alaska Airlines Inc.
SCC
Deadhorse, AK: Deadhorse Airport
35
3
0.37
2
0.63
0
0
1
0
128
7
109
12
0
0
2,023
6
AS
Alaska Airlines Inc.
SEA
Seattle, WA: Seattle/Tacoma International
6,935
1,395
350.72
29.2
419.42
14.16
581.49
24
13
79,157
25,341
2,342
15,303
513
35,658
2,023
6
AS
Alaska Airlines Inc.
SFO
San Francisco, CA: San Francisco International
1,157
295
74.24
20.83
99.51
1.14
99.29
8
4
17,353
5,500
1,507
4,483
55
5,808
2,023
6
AS
Alaska Airlines Inc.
SIT
Sitka, AK: Sitka Rocky Gutierrez
136
24
6.57
0
4.83
0
12.6
0
0
1,116
271
0
141
0
704
2,023
6
AS
Alaska Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
310
62
21.45
0
11.52
2.91
26.13
2
1
2,703
924
0
379
111
1,289
2,023
6
AS
Alaska Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
92
22
11.37
0
4.85
1
4.78
0
0
1,583
1,132
0
205
18
228
2,023
6
AS
Alaska Airlines Inc.
SMF
Sacramento, CA: Sacramento International
101
29
10.68
0
3.79
1
13.53
0
0
1,275
554
0
99
31
591
2,023
6
AS
Alaska Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
339
45
19.55
0
15.62
0
9.83
3
0
1,599
828
0
376
0
395
2,023
6
AS
Alaska Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
85
25
3.52
0
14.18
0
7.3
0
0
1,016
253
0
442
0
321
2,023
6
AS
Alaska Airlines Inc.
STS
Santa Rosa, CA: Charles M. Schulz - Sonoma County
30
3
0.21
0
0
0
2.79
0
0
76
5
0
0
0
71
2,023
6
AS
Alaska Airlines Inc.
TPA
Tampa, FL: Tampa International
60
21
10.14
0
5.7
0
5.15
0
1
1,218
848
0
217
0
153
2,023
6
AS
Alaska Airlines Inc.
TUS
Tucson, AZ: Tucson International
30
7
0
1
3.64
0
2.36
0
0
246
0
43
80
0
123
2,023
6
AS
Alaska Airlines Inc.
WRG
Wrangell, AK: Wrangell Airport
60
13
2.02
0
1.08
0
9.9
0
0
581
67
0
44
0
470
2,023
6
AS
Alaska Airlines Inc.
YAK
Yakutat, AK: Yakutat Airport
60
7
2.14
0
1.36
0
3.51
0
0
230
46
0
30
0
154
2,023
6
B6
JetBlue Airways
ABQ
Albuquerque, NM: Albuquerque International Sunport
30
9
5.59
0
1.11
0
2.3
2
0
690
373
0
66
0
251
2,023
6
B6
JetBlue Airways
ACK
Nantucket, MA: Nantucket Memorial
219
53
22.26
5.93
6.36
0
18.45
11
2
5,360
1,895
1,153
593
0
1,719
2,023
6
B6
JetBlue Airways
ALB
Albany, NY: Albany International
49
28
11.6
5.71
3.74
0
6.95
2
0
2,874
1,153
655
224
0
842
2,023
6
B6
JetBlue Airways
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
290
101
43
4.5
24.84
0.29
28.37
17
2
9,584
4,321
734
1,216
14
3,299
2,023
6
B6
JetBlue Airways
AUS
Austin, TX: Austin - Bergstrom International
81
30
16.63
2.33
6.77
0
4.26
0
0
2,151
1,112
268
299
0
472
2,023
6
B6
JetBlue Airways
AVL
Asheville, NC: Asheville Regional
16
4
2.19
0
0.6
0
1.21
0
0
356
153
0
124
0
79
2,023
6
B6
JetBlue Airways
BDL
Hartford, CT: Bradley International
257
128
46.87
5.82
24.24
0.07
51.01
9
0
11,974
4,363
592
1,320
15
5,684
2,023
6
B6
JetBlue Airways
BNA
Nashville, TN: Nashville International
186
76
32.43
5.19
22.67
0.99
14.71
10
3
7,351
3,772
696
1,498
45
1,340
2,023
6
B6
JetBlue Airways
BOS
Boston, MA: Logan International
3,613
1,251
338.34
18.48
396.1
2.34
495.75
86
11
121,873
38,684
3,062
22,632
141
57,354
2,023
6
B6
JetBlue Airways
BQN
Aguadilla, PR: Rafael Hernandez
120
59
28.56
3.08
12.23
0
15.13
6
3
4,300
1,799
317
591
0
1,593
2,023
6
B6
JetBlue Airways
BTV
Burlington, VT: Burlington International
59
18
9.9
0.93
2.46
0
4.71
4
0
1,093
633
66
77
0
317
2,023
6
B6
JetBlue Airways
BUF
Buffalo, NY: Buffalo Niagara International
258
72
28.42
7.11
8.24
0
28.24
10
1
7,157
2,865
1,081
533
0
2,678
2,023
6
B6
JetBlue Airways
BUR
Burbank, CA: Bob Hope
30
8
3.25
0.65
1.6
0
2.5
3
0
641
156
37
123
0
325
2,023
6
B6
JetBlue Airways
BWI
Baltimore, MD: Baltimore/Washington International Thurgood Marshall
61
17
6.81
0.82
4.96
0.74
3.66
0
1
1,227
496
132
306
35
258
2,023
6
B6
JetBlue Airways
BZN
Bozeman, MT: Bozeman Yellowstone International
16
2
0.15
0
0.07
0
1.78
0
0
241
25
0
11
0
205
2,023
6
B6
JetBlue Airways
CHS
Charleston, SC: Charleston AFB/International
248
78
28.09
8.87
18.99
0.58
21.48
6
0
5,950
1,609
1,437
936
11
1,957
2,023
6
B6
JetBlue Airways
CLE
Cleveland, OH: Cleveland-Hopkins International
88
30
14.01
0.84
3.88
1
10.27
1
0
3,192
1,597
152
355
25
1,063
2,023
6
B6
JetBlue Airways
CLT
Charlotte, NC: Charlotte Douglas International
56
14
8.93
0
2.76
0
2.32
2
0
597
260
0
101
0
236
2,023
6
B6
JetBlue Airways
DCA
Washington, DC: Ronald Reagan Washington National
761
209
63.05
17.3
50.47
0.04
78.15
20
7
20,020
5,598
2,537
3,838
8
8,039
2,023
6
B6
JetBlue Airways
DEN
Denver, CO: Denver International
194
62
26.34
4.55
13.37
0
17.74
4
3
6,215
2,973
587
1,179
0
1,476
2,023
6
B6
JetBlue Airways
DFW
Dallas/Fort Worth, TX: Dallas/Fort Worth International
30
11
7.16
0
2.91
0
0.93
0
1
701
233
0
281
0
187
2,023
6
B6
JetBlue Airways
DTW
Detroit, MI: Detroit Metro Wayne County
158
53
25.53
1.39
11.19
0
14.9
9
0
4,193
1,944
83
828
0
1,338
2,023
6
B6
JetBlue Airways
EWR
Newark, NJ: Newark Liberty International
551
196
40.12
18.26
55.77
0
81.85
31
10
19,865
3,058
2,658
4,637
0
9,512
2,023
6
B6
JetBlue Airways
FLL
Fort Lauderdale, FL: Fort Lauderdale-Hollywood International
1,463
509
152.86
11
129.25
1.83
214.06
63
29
54,198
17,841
1,724
9,333
41
25,259
2,023
6
B6
JetBlue Airways
HPN
White Plains, NY: Westchester County
420
136
43.35
7.82
25.07
0
59.77
14
2
16,958
6,434
688
1,721
0
8,115
2,023
6
B6
JetBlue Airways
HYA
Hyannis, MA: Cape Cod Gateway
60
9
3.29
0
1.08
0
4.63
5
0
853
416
0
59
0
378
2,023
6
B6
JetBlue Airways
IAH
Houston, TX: George Bush Intercontinental/Houston
86
22
9.78
0.68
5.39
0
6.15
0
1
1,148
536
26
279
0
307
2,023
6
B6
JetBlue Airways
JAX
Jacksonville, FL: Jacksonville International
230
74
31.21
6.55
12.94
0.78
22.53
12
3
8,032
3,844
714
659
14
2,801
2,023
6
B6
JetBlue Airways
JFK
New York, NY: John F. Kennedy International
3,532
1,305
360.34
38.69
368.93
4.75
532.3
181
12
139,703
40,628
5,297
30,069
229
63,480
2,023
6
B6
JetBlue Airways
LAS
Las Vegas, NV: Harry Reid International
294
89
44.39
4.67
19.43
0
20.51
10
0
6,713
3,523
617
876
0
1,697
2,023
6
B6
JetBlue Airways
LAX
Los Angeles, CA: Los Angeles International
1,060
337
111.44
16.49
106.65
1.77
100.65
20
0
29,030
10,128
1,566
6,171
121
11,044
2,023
6
B6
JetBlue Airways
LGA
New York, NY: LaGuardia
1,341
438
110.9
31.48
179.32
1.04
115.25
70
24
44,504
14,551
3,297
14,110
25
12,521
2,023
6
B6
JetBlue Airways
MCI
Kansas City, MO: Kansas City International
60
9
1.77
1.6
4.35
0
1.29
0
0
1,047
96
445
308
0
198
2,023
6
B6
JetBlue Airways
MCO
Orlando, FL: Orlando International
1,495
577
186.36
15.14
146.76
1.76
226.99
56
29
54,934
19,013
2,567
9,875
58
23,421
2,023
6
B6
JetBlue Airways
MIA
Miami, FL: Miami International
213
69
27.73
1.76
24.07
1
14.45
4
8
6,503
3,197
83
1,844
15
1,364
2,023
6
B6
JetBlue Airways
MKE
Milwaukee, WI: General Mitchell International
60
12
4.73
0.34
3.28
0
3.65
1
0
823
229
31
255
0
308
2,023
6
B6
JetBlue Airways
MSP
Minneapolis, MN: Minneapolis-St Paul International
44
9
5.69
0.62
1.3
0
1.39
0
1
685
497
23
33
0
132
2,023
6
B6
JetBlue Airways
MSY
New Orleans, LA: Louis Armstrong New Orleans International
160
51
23.06
0.96
15.72
0
11.26
6
1
3,577
1,855
43
623
0
1,056
2,023
6
B6
JetBlue Airways
MVY
Martha's Vineyard, MA: Martha's Vineyard Airport
147
38
15.94
1
8.39
0
12.68
6
1
2,931
966
96
711
0
1,158
2,023
6
B6
JetBlue Airways
ONT
Ontario, CA: Ontario International
30
15
7.21
0.28
2.49
0
5.01
0
1
1,342
721
44
118
0
459
2,023
6
B6
JetBlue Airways
ORD
Chicago, IL: Chicago O'Hare International
65
9
2.01
0
0.86
0
6.13
1
0
564
157
0
25
0
382
2,023
6
B6
JetBlue Airways
ORH
Worcester, MA: Worcester Regional
73
19
7.37
2.16
3
0
6.47
2
0
2,032
1,000
175
236
0
621
2,023
6
B6
JetBlue Airways
PBI
West Palm Beach/Palm Beach, FL: Palm Beach International
512
180
60.5
6.16
60.92
0
52.41
12
5
18,161
6,864
699
3,312
0
7,286
2,023
6
B6
JetBlue Airways
PDX
Portland, OR: Portland International
60
11
5.55
0.32
1.55
0
3.59
2
0
882
366
40
94
0
382
2,023
6
B6
JetBlue Airways
PHL
Philadelphia, PA: Philadelphia International
74
16
5.38
0.05
2.53
0
8.04
1
0
1,482
353
10
298
0
821
2,023
6
B6
JetBlue Airways
PHX
Phoenix, AZ: Phoenix Sky Harbor International
60
22
8.67
1.7
5.05
0
6.58
3
0
1,730
595
251
341
0
543
2,023
6
B6
JetBlue Airways
PIT
Pittsburgh, PA: Pittsburgh International
80
30
15.66
1.61
1.22
0.57
10.94
1
0
2,844
1,031
284
289
38
1,202
2,023
6
B6
JetBlue Airways
PSE
Ponce, PR: Mercedita
60
41
19.74
0.19
4.11
0
16.96
2
0
3,838
1,684
13
195
0
1,946
2,023
6
B6
JetBlue Airways
PVD
Providence, RI: Rhode Island Tf Green International
119
45
12.05
6.43
9.42
0.21
16.89
1
2
4,527
1,224
767
730
47
1,759
2,023
6
B6
JetBlue Airways
PWM
Portland, ME: Portland International Jetport
100
23
11.99
0.22
3.04
0
7.74
7
0
1,571
802
7
178
0
584
2,023
6
B6
JetBlue Airways
RDU
Raleigh/Durham, NC: Raleigh-Durham International
225
86
38.3
3.73
10.74
0.5
32.73
7
0
8,070
2,954
438
946
15
3,717
2,023
6
B6
JetBlue Airways
RIC
Richmond, VA: Richmond International
155
54
20.27
5.93
8.45
0
19.35
6
1
4,938
1,599
468
408
0
2,463
2,023
6
B6
JetBlue Airways
RNO
Reno, NV: Reno/Tahoe International
46
13
5.84
0.5
1.75
0
4.91
2
0
1,341
482
60
77
0
722
2,023
6
B6
JetBlue Airways
ROC
Rochester, NY: Frederick Douglass Grtr Rochester International
91
29
13.94
1.81
4.23
0
9.02
6
0
4,022
1,921
427
340
0
1,334
2,023
6
B6
JetBlue Airways
RSW
Fort Myers, FL: Southwest Florida International
277
92
34.42
3.34
23.02
0
31.22
7
0
9,732
4,405
342
1,134
0
3,851
2,023
6
B6
JetBlue Airways
SAN
San Diego, CA: San Diego International
162
51
17.05
9.38
11.73
0
12.84
3
0
3,932
994
942
631
0
1,365
2,023
6
B6
JetBlue Airways
SAT
San Antonio, TX: San Antonio International
60
14
6.99
0
3.28
0
3.73
0
0
827
362
0
127
0
338
2,023
6
B6
JetBlue Airways
SAV
Savannah, GA: Savannah/Hilton Head International
134
40
12.18
2.41
11.48
0
13.93
3
0
3,117
709
371
704
0
1,333
2,023
6
B6
JetBlue Airways
SEA
Seattle, WA: Seattle/Tacoma International
150
33
17.22
1.15
8.92
0
5.72
0
0
3,327
1,623
121
928
0
655
2,023
6
B6
JetBlue Airways
SFO
San Francisco, CA: San Francisco International
446
126
54.77
5.16
26.84
0.19
39.03
5
1
10,992
5,243
676
1,894
18
3,161
2,023
6
B6
JetBlue Airways
SJC
San Jose, CA: Norman Y. Mineta San Jose International
60
22
10.11
1.88
4.53
0
5.49
2
1
2,311
907
332
609
0
463
2,023
6
B6
JetBlue Airways
SJU
San Juan, PR: Luis Munoz Marin International
812
451
192.87
20.63
98.69
0.43
138.38
19
0
39,692
15,978
2,288
4,828
26
16,572
2,023
6
B6
JetBlue Airways
SLC
Salt Lake City, UT: Salt Lake City International
203
69
29.78
3.07
14.08
0.38
21.7
6
0
6,554
2,474
405
1,148
27
2,500
2,023
6
B6
JetBlue Airways
SMF
Sacramento, CA: Sacramento International
60
27
14.87
0
4.18
0
7.94
2
0
2,625
1,427
0
471
0
727
2,023
6
B6
JetBlue Airways
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
40
11
5.09
1.63
2.74
0
1.54
0
0
668
349
106
109
0
104
2,023
6
B6
JetBlue Airways
STT
Charlotte Amalie, VI: Cyril E King
34
19
10.74
0
2.93
0
5.33
0
0
1,292
564
0
111
0
617
2,023
6
B6
JetBlue Airways
SYR
Syracuse, NY: Syracuse Hancock International
95
35
16.47
2.04
5.33
0
11.16
3
0
3,891
2,226
147
231
0
1,287
2,023
6
B6
JetBlue Airways
TPA
Tampa, FL: Tampa International
476
196
74.92
2.81
42.78
0
75.49
13
1
18,502
7,220
604
2,034
0
8,644
2,023
6
DL
Delta Air Lines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
138
21
11.03
0
4.81
0
5.16
3
0
995
503
0
231
0
261
2,023
6
DL
Delta Air Lines Inc.
ALB
Albany, NY: Albany International
113
49
27.34
3.08
5.69
0
12.89
4
0
3,101
2,134
132
229
0
606
2,023
6
DL
Delta Air Lines Inc.
ANC
Anchorage, AK: Ted Stevens Anchorage International
310
54
32.28
2.46
8.15
1
10.12
0
0
2,531
1,610
83
300
102
436
2,023
6
DL
Delta Air Lines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
19,213
3,983
1,205.19
160.84
850.29
4.74
1,761.94
215
50
324,572
140,205
18,299
46,454
249
119,365
2,023
6
DL
Delta Air Lines Inc.
ATW
Appleton, WI: Appleton International
30
6
3.2
0
1
0
1.8
0
0
243
149
0
21
0
73
2,023
6
DL
Delta Air Lines Inc.
AUS
Austin, TX: Austin - Bergstrom International
893
215
92.77
6.32
52.1
0
63.81
8
4
15,235
7,987
282
2,243
0
4,723
2,023
6
DL
Delta Air Lines Inc.
AVL
Asheville, NC: Asheville Regional
189
40
16.21
2.05
12.91
0
8.82
2
0
1,859
770
308
364
0
417
2,023
6
DL
Delta Air Lines Inc.
BDL
Hartford, CT: Bradley International
362
75
45.8
1.76
11.74
0
15.69
3
0
5,035
2,904
60
413
0
1,658
2,023
6
DL
Delta Air Lines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
246
67
44.13
4.28
8.8
0
9.79
3
0
3,464
2,369
178
425
0
492
2,023
6
DL
Delta Air Lines Inc.
BIL
Billings, MT: Billings Logan International
60
16
10.68
0
1.28
0
4.05
2
0
1,555
1,239
0
41
0
275