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
⌀
2,013
8
YV
Mesa Airlines Inc.
ITO
Hilo, HI: Hilo International
92
33
10.18
0
5.64
0.69
16.49
4
0
3,150
965
0
292
11
1,882
2,013
8
YV
Mesa Airlines Inc.
JAX
Jacksonville, FL: Jacksonville International
116
27
12.22
0
5.88
0
8.91
1
1
1,474
512
0
214
0
748
2,013
8
YV
Mesa Airlines Inc.
KOA
Kona, HI: Ellison Onizuka Kona International at Keahole
188
108
16.33
0
28.91
0
62.77
12
0
8,379
1,114
0
1,080
0
6,185
2,013
8
YV
Mesa Airlines Inc.
LGA
New York, NY: LaGuardia
65
16
2.9
0
4.16
0
8.94
5
0
1,212
236
0
202
0
774
2,013
8
YV
Mesa Airlines Inc.
LGB
Long Beach, CA: Long Beach Airport
130
8
4.96
0
3.04
0
0
3
0
359
279
0
80
0
0
2,013
8
YV
Mesa Airlines Inc.
LIH
Lihue, HI: Lihue Airport
127
65
13.22
0
7.86
0
43.92
10
0
5,970
1,203
0
411
0
4,356
2,013
8
YV
Mesa Airlines Inc.
LIT
Little Rock, AR: Bill and Hillary Clinton Nat Adams Field
62
13
7.21
0
4.19
0
1.6
0
0
529
349
0
126
0
54
2,013
8
YV
Mesa Airlines Inc.
MCI
Kansas City, MO: Kansas City International
99
20
9.55
0
6.06
0
4.39
2
0
1,139
549
0
188
0
402
2,013
8
YV
Mesa Airlines Inc.
MDT
Harrisburg, PA: Harrisburg International
112
28
15.99
0
3.84
0
8.17
0
1
1,282
763
0
90
0
429
2,013
8
YV
Mesa Airlines Inc.
MEM
Memphis, TN: Memphis International
180
52
23.97
1
13.39
0
13.64
1
0
2,536
1,250
21
379
0
886
2,013
8
YV
Mesa Airlines Inc.
MHT
Manchester, NH: Manchester-Boston Regional
50
10
3.56
0.49
2.41
0
3.54
0
0
565
88
24
84
0
369
2,013
8
YV
Mesa Airlines Inc.
MIA
Miami, FL: Miami International
35
10
7
0
0.3
0
2.7
0
0
538
354
0
15
0
169
2,013
8
YV
Mesa Airlines Inc.
MYR
Myrtle Beach, SC: Myrtle Beach International
175
43
18.15
0
9.23
0
15.62
5
0
2,057
914
0
265
0
878
2,013
8
YV
Mesa Airlines Inc.
OAK
Oakland, CA: Metropolitan Oakland International
74
8
5.87
0
1.63
0
0.5
0
0
279
235
0
35
0
9
2,013
8
YV
Mesa Airlines Inc.
OGG
Kahului, HI: Kahului Airport
184
91
23.01
0
20.61
0.29
47.08
15
0
6,776
1,545
0
791
5
4,435
2,013
8
YV
Mesa Airlines Inc.
OKC
Oklahoma City, OK: Will Rogers World
49
10
4.28
0
1.27
0
4.45
1
0
641
230
0
101
0
310
2,013
8
YV
Mesa Airlines Inc.
OMA
Omaha, NE: Eppley Airfield
76
21
7.59
1
4.03
0.72
7.66
0
0
1,206
409
17
158
18
604
2,013
8
YV
Mesa Airlines Inc.
ORD
Chicago, IL: Chicago O'Hare International
892
173
29.87
6.08
40.33
0.74
95.97
26
2
12,237
2,709
289
1,929
55
7,255
2,013
8
YV
Mesa Airlines Inc.
ORF
Norfolk, VA: Norfolk International
236
58
24.49
0
12.07
1
20.44
3
1
3,379
1,621
0
400
24
1,334
2,013
8
YV
Mesa Airlines Inc.
PHL
Philadelphia, PA: Philadelphia International
123
39
8.14
0
12.51
0
18.34
5
2
2,344
480
0
408
0
1,456
2,013
8
YV
Mesa Airlines Inc.
PHX
Phoenix, AZ: Phoenix Sky Harbor International
1,017
68
24.3
1.34
18.3
1.53
22.52
7
3
3,281
1,886
56
451
79
809
2,013
8
YV
Mesa Airlines Inc.
PNS
Pensacola, FL: Pensacola International
88
22
6.46
1.8
5.44
1
7.3
0
0
1,071
254
120
123
44
530
2,013
8
YV
Mesa Airlines Inc.
PVD
Providence, RI: Theodore Francis Green State
107
21
10.42
0
2.88
0
7.7
1
0
1,100
418
0
145
0
537
2,013
8
YV
Mesa Airlines Inc.
PWM
Portland, ME: Portland International Jetport
62
17
4.14
0
2.07
0
10.8
0
0
994
179
0
81
0
734
2,013
8
YV
Mesa Airlines Inc.
RDU
Raleigh/Durham, NC: Raleigh-Durham International
51
12
8.46
0
1.7
0
1.84
1
0
569
408
0
53
0
108
2,013
8
YV
Mesa Airlines Inc.
RIC
Richmond, VA: Richmond International
117
35
9.8
0
12.4
0
12.8
0
0
1,496
503
0
350
0
643
2,013
8
YV
Mesa Airlines Inc.
ROC
Rochester, NY: Greater Rochester International
16
5
2.94
0
1.06
0
1
0
0
499
325
0
51
0
123
2,013
8
YV
Mesa Airlines Inc.
SAT
San Antonio, TX: San Antonio International
228
30
10.19
0.05
12.69
0.88
6.2
2
0
1,477
480
2
318
29
648
2,013
8
YV
Mesa Airlines Inc.
SAV
Savannah, GA: Savannah/Hilton Head International
204
49
12.61
0
19.86
0.3
16.23
3
0
2,151
575
0
568
6
1,002
2,013
8
YV
Mesa Airlines Inc.
SBA
Santa Barbara, CA: Santa Barbara Municipal
34
3
2.29
0
0.71
0
0
0
0
98
83
0
15
0
0
2,013
8
YV
Mesa Airlines Inc.
SBP
San Luis Obispo, CA: San Luis County Regional
61
4
2.1
0
0.9
0
1
0
0
161
96
0
38
0
27
2,013
8
YV
Mesa Airlines Inc.
SDF
Louisville, KY: Louisville Muhammad Ali International
175
47
24.69
0.64
9.37
0
12.3
1
0
2,684
1,477
76
322
0
809
2,013
8
YV
Mesa Airlines Inc.
SNA
Santa Ana, CA: John Wayne Airport-Orange County
16
3
2
0
0
0
1
0
0
126
110
0
0
0
16
2,013
8
YV
Mesa Airlines Inc.
STL
St. Louis, MO: St Louis Lambert International
71
8
1.98
0
4.53
0
1.49
0
0
276
102
0
120
0
54
2,013
8
YV
Mesa Airlines Inc.
SYR
Syracuse, NY: Syracuse Hancock International
50
13
5.23
0.81
4.59
0
2.36
1
0
820
375
34
157
0
254
2,013
8
YV
Mesa Airlines Inc.
TUS
Tucson, AZ: Tucson International
190
23
9.58
1.84
6.8
1.53
3.25
0
0
976
419
246
167
40
104
2,013
8
YV
Mesa Airlines Inc.
TYS
Knoxville, TN: McGhee Tyson
27
6
2.97
0
1.05
0
1.97
0
0
327
169
0
28
0
130
2,013
8
YV
Mesa Airlines Inc.
ABE
Allentown/Bethlehem/Easton, PA: Lehigh Valley International
30
11
6.45
0
1.02
0
3.53
2
1
491
332
0
30
0
129
2,013
8
YV
Mesa Airlines Inc.
ABQ
Albuquerque, NM: Albuquerque International Sunport
28
2
0
0
0
0
2
0
0
76
0
0
0
0
76
2,013
8
YV
Mesa Airlines Inc.
ALB
Albany, NY: Albany International
36
7
2.85
0
1.79
0
2.36
3
0
503
226
0
60
0
217
2,013
8
YV
Mesa Airlines Inc.
ATL
Atlanta, GA: Hartsfield-Jackson Atlanta International
135
37
8.93
0
14.42
0
13.65
3
0
1,929
282
0
636
0
1,011
2,013
8
YV
Mesa Airlines Inc.
AUS
Austin, TX: Austin - Bergstrom International
248
56
23.17
1
19.97
0
11.86
0
1
2,914
1,479
17
529
0
889
2,013
8
YV
Mesa Airlines Inc.
AVP
Scranton/Wilkes-Barre, PA: Wilkes Barre Scranton International
31
8
4.82
0
0.52
0.78
1.88
1
0
291
219
0
11
18
43
2,013
8
YV
Mesa Airlines Inc.
BHM
Birmingham, AL: Birmingham-Shuttlesworth International
109
27
9.73
0
11.22
0
6.05
2
0
1,234
439
0
277
0
518
2,013
8
YV
Mesa Airlines Inc.
BNA
Nashville, TN: Nashville International
61
12
4.86
0
2.79
0
4.36
0
0
472
209
0
101
0
162
2,013
8
YV
Mesa Airlines Inc.
BOS
Boston, MA: Logan International
122
27
9.3
0
3.09
0
14.62
2
0
1,667
389
0
141
0
1,137
2,013
8
YV
Mesa Airlines Inc.
BTV
Burlington, VT: Burlington International
62
10
5.34
0
1.66
0
3
1
0
541
312
0
74
0
155
2,013
8
YV
Mesa Airlines Inc.
BUF
Buffalo, NY: Buffalo Niagara International
123
29
8
0
1.71
0
19.29
2
0
2,282
690
0
72
0
1,520
2,013
8
YV
Mesa Airlines Inc.
BUR
Burbank, CA: Bob Hope
126
20
11.59
0
3.59
0
4.81
1
0
788
487
0
82
0
219
2,013
8
YV
Mesa Airlines Inc.
CHS
Charleston, SC: Charleston AFB/International
196
63
26.48
1.53
21.37
0
13.62
2
0
3,388
1,974
65
603
0
746
2,013
8
YV
Mesa Airlines Inc.
CLE
Cleveland, OH: Cleveland-Hopkins International
146
26
14.04
0.51
5.58
0
5.87
1
0
1,173
663
28
198
0
284
2,013
8
YV
Mesa Airlines Inc.
MSY
New Orleans, LA: Louis Armstrong New Orleans International
14
3
1.34
0
0.88
0
0.78
0
0
239
155
0
49
0
35
2,013
8
YV
Mesa Airlines Inc.
ONT
Ontario, CA: Ontario International
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,013
8
YV
Mesa Airlines Inc.
PIT
Pittsburgh, PA: Pittsburgh International
40
4
1.94
0
0.1
0
1.95
0
0
320
121
0
7
0
192
2,013
8
YV
Mesa Airlines Inc.
SRQ
Sarasota/Bradenton, FL: Sarasota/Bradenton International
15
2
0.36
0
1.64
0
0
0
0
61
14
0
47
0
0
2,013
8
YV
Mesa Airlines Inc.
SJC
San Jose, CA: Norman Y. Mineta San Jose International
4
1
0
0
0
1
0
0
0
17
0
0
0
17
0
2,013
8
YV
Mesa Airlines Inc.
IAH
Houston, TX: George Bush Intercontinental/Houston
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,013
8
YV
Mesa Airlines Inc.
BDL
Hartford, CT: Bradley International
20
3
0.52
0
1.05
0
1.43
2
0
85
11
0
30
0
44
2,013
8
YV
Mesa Airlines Inc.
DAB
Daytona Beach, FL: Daytona Beach International
7
1
0.69
0
0.31
0
0
1
0
119
82
0
37
0
0
2,013
8
YV
Mesa Airlines Inc.
OAJ
Jacksonville/Camp Lejeune, NC: Albert J Ellis
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,013
8
YV
Mesa Airlines Inc.
AVL
Asheville, NC: Asheville Regional
24
6
2.31
0
2.69
0
1
0
0
149
66
0
64
0
19
2,013
8
YV
Mesa Airlines Inc.
TRI
Bristol/Johnson City/Kingsport, TN: Tri Cities
7
1
0.78
0
0.22
0
0
0
0
23
18
0
5
0
0
2,013
8
YV
Mesa Airlines Inc.
YUM
Yuma, AZ: Yuma MCAS/Yuma International
2
1
0
0
0
0
1
0
0
17
0
0
0
0
17
2,013
8
YV
Mesa Airlines Inc.
SLC
Salt Lake City, UT: Salt Lake City International
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,013
8
DL
Delta Air Lines Inc.
SBN
South Bend, IN: South Bend International
1
1
1
0
0
0
0
0
0
18
18
0
0
0
0
2,013
8
F9
Frontier Airlines Inc.
MTJ
Montrose/Delta, CO: Montrose Regional
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0