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kaggle-airline-delay

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train · 172k rows

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	8	9E	Endeavor Air Inc.	ABE	Allentown/Bethlehem/Easton, PA: Lehigh Valley International	89	13	2.25	1.6	3.16	0	5.99	2	1	1,375	71	761	118	0	425
2,023	8	9E	Endeavor Air Inc.	ABY	Albany, GA: Southwest Georgia Regional	62	10	1.97	0.04	0.57	0	7.42	0	1	799	218	1	62	0	518
2,023	8	9E	Endeavor Air Inc.	AEX	Alexandria, LA: Alexandria International	62	10	2.73	1.18	1.8	0	4.28	1	0	766	56	188	78	0	444
2,023	8	9E	Endeavor Air Inc.	AGS	Augusta, GA: Augusta Regional at Bush Field	66	12	3.69	2.27	4.47	0	1.57	1	1	1,397	471	320	388	0	218
2,023	8	9E	Endeavor Air Inc.	ALB	Albany, NY: Albany International	92	22	7.76	0	2.96	0	11.28	2	0	1,530	628	0	134	0	768
2,023	8	9E	Endeavor Air Inc.	ATL	Atlanta, GA: Hartsfield-Jackson Atlanta International	1,636	256	55.98	27.81	63.64	0	108.57	32	11	29,768	9,339	4,557	4,676	0	11,196
2,023	8	9E	Endeavor Air Inc.	AUS	Austin, TX: Austin - Bergstrom International	75	12	5.62	0.97	4.41	0	1	0	0	843	535	170	111	0	27
2,023	8	9E	Endeavor Air Inc.	AVL	Asheville, NC: Asheville Regional	59	7	3.32	0	0.42	0	3.26	2	0	324	117	0	25	0	182
2,023	8	9E	Endeavor Air Inc.	AZO	Kalamazoo, MI: Kalamazoo/Battle Creek International	62	13	6.53	0.94	3.54	0	1.99	0	0	707	470	77	87	0	73
2,023	8	9E	Endeavor Air Inc.	BDL	Hartford, CT: Bradley International	30	4	0	0.82	0	0	3.18	1	0	1,421	0	532	0	0	889
2,023	8	9E	Endeavor Air Inc.	BGM	Binghamton, NY: Greater Binghamton/Edwin A. Link Field	58	10	2.78	0	3.18	0	4.03	1	0	1,604	207	0	1,049	0	348
2,023	8	9E	Endeavor Air Inc.	BGR	Bangor, ME: Bangor International	124	13	8.42	1	0.5	0	3.08	3	0	1,207	282	650	18	0	257
2,023	8	9E	Endeavor Air Inc.	BHM	Birmingham, AL: Birmingham-Shuttlesworth International	84	17	4.11	0	4.24	0	8.65	2	2	1,124	208	0	164	0	752
2,023	8	9E	Endeavor Air Inc.	BNA	Nashville, TN: Nashville International	166	25	6.02	2.91	11.4	0	4.68	2	0	1,465	362	308	523	0	272
2,023	8	9E	Endeavor Air Inc.	BQK	Brunswick, GA: Brunswick Golden Isles	62	14	7.46	0.2	3.1	0	3.24	2	2	2,641	1,238	184	771	0	448
2,023	8	9E	Endeavor Air Inc.	BTV	Burlington, VT: Burlington International	147	30	11.85	0	11	0	7.16	3	0	1,628	714	0	324	0	590
2,023	8	9E	Endeavor Air Inc.	BUF	Buffalo, NY: Buffalo Niagara International	154	25	7.96	0	10.66	0	6.38	2	0	1,065	289	0	448	0	328
2,023	8	9E	Endeavor Air Inc.	BWI	Baltimore, MD: Baltimore/Washington International Thurgood Marshall	62	13	1.92	0	3.82	0.2	7.05	2	0	900	89	0	203	28	580
2,023	8	9E	Endeavor Air Inc.	CAE	Columbia, SC: Columbia Metropolitan	92	20	3.74	0	9.41	0	6.85	1	0	1,375	398	0	448	0	529
2,023	8	9E	Endeavor Air Inc.	CHA	Chattanooga, TN: Lovell Field	119	17	5.23	3.1	1.96	0	6.71	1	0	1,108	341	174	82	0	511
2,023	8	9E	Endeavor Air Inc.	CHO	Charlottesville, VA: Charlottesville Albemarle	139	17	4.17	2.6	6.67	0	3.55	2	1	891	226	118	348	0	199
2,023	8	9E	Endeavor Air Inc.	CHS	Charleston, SC: Charleston AFB/International	137	16	4.88	0.41	5.35	0	5.35	4	0	935	322	12	330	0	271
2,023	8	9E	Endeavor Air Inc.	CLE	Cleveland, OH: Cleveland-Hopkins International	323	62	24.42	3.4	8.65	0	25.53	6	3	4,601	1,792	851	304	0	1,654
2,023	8	9E	Endeavor Air Inc.	CLT	Charlotte, NC: Charlotte Douglas International	232	38	9.94	1	13.46	0	13.6	9	1	2,617	752	49	753	0	1,063
2,023	8	9E	Endeavor Air Inc.	CMH	Columbus, OH: John Glenn Columbus International	99	15	5.5	1	3.79	0	4.71	2	0	971	275	23	109	0	564
2,023	8	9E	Endeavor Air Inc.	CRW	Charleston/Dunbar, WV: West Virginia International Yeager	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2,023	8	9E	Endeavor Air Inc.	CSG	Columbus, GA: Columbus Airport	79	10	2.12	1.69	0.35	0	5.84	2	0	1,280	828	59	17	0	376
2,023	8	9E	Endeavor Air Inc.	CVG	Cincinnati, OH: Cincinnati/Northern Kentucky International	637	109	29.44	3.89	28.21	0	47.45	8	0	8,481	2,548	122	1,248	0	4,563
2,023	8	9E	Endeavor Air Inc.	CWA	Mosinee, WI: Central Wisconsin	62	12	4.59	0	0.2	0	7.21	0	0	878	460	0	5	0	413
2,023	8	9E	Endeavor Air Inc.	DAY	Dayton, OH: James M Cox/Dayton International	27	5	1.08	0	2.14	0	1.77	0	0	418	92	0	118	0	208
2,023	8	9E	Endeavor Air Inc.	DCA	Washington, DC: Ronald Reagan Washington National	205	29	8.52	0.57	11.44	0	8.48	3	0	2,886	749	46	1,240	0	851
2,023	8	9E	Endeavor Air Inc.	DHN	Dothan, AL: Dothan Regional	62	11	2	0	7.29	0	1.71	0	0	456	43	0	316	0	97
2,023	8	9E	Endeavor Air Inc.	DLH	Duluth, MN: Duluth International	55	2	0.19	0	0.07	0	1.74	0	0	153	8	0	3	0	142
2,023	8	9E	Endeavor Air Inc.	DSM	Des Moines, IA: Des Moines International	218	52	18.56	0	10.92	0	22.52	1	0	3,728	1,539	0	646	0	1,543
2,023	8	9E	Endeavor Air Inc.	DTW	Detroit, MI: Detroit Metro Wayne County	1,607	262	61.84	13.84	58.28	0	128.03	19	5	24,485	6,954	1,146	4,936	0	11,449
2,023	8	9E	Endeavor Air Inc.	EVV	Evansville, IN: Evansville Regional	79	14	4.58	2	4.39	0	3.03	1	0	1,105	762	64	111	0	168
2,023	8	9E	Endeavor Air Inc.	EWR	Newark, NJ: Newark Liberty International	150	21	9.7	0	4.91	0	6.38	2	0	1,264	620	0	237	0	407
2,023	8	9E	Endeavor Air Inc.	FAR	Fargo, ND: Hector International	58	6	1.93	0	0.07	0	4	1	0	309	180	0	3	0	126
2,023	8	9E	Endeavor Air Inc.	FAY	Fayetteville, NC: Fayetteville Regional/Grannis Field	31	7	3	1.2	1.12	0	1.68	0	1	718	204	61	78	0	375
2,023	8	9E	Endeavor Air Inc.	FSD	Sioux Falls, SD: Joe Foss Field	53	20	11.59	1	0.8	0	6.62	0	0	1,382	653	32	54	0	643
2,023	8	9E	Endeavor Air Inc.	GFK	Grand Forks, ND: Grand Forks International	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2,023	8	9E	Endeavor Air Inc.	GRR	Grand Rapids, MI: Gerald R. Ford International	149	18	5.43	0.93	2.2	0	9.43	1	0	1,427	525	28	147	0	727
2,023	8	9E	Endeavor Air Inc.	GSO	Greensboro/High Point, NC: Piedmont Triad International	166	14	6.46	0	5.1	0	2.44	1	1	1,282	912	0	178	0	192
2,023	8	9E	Endeavor Air Inc.	GSP	Greer, SC: Greenville-Spartanburg International	104	19	6.67	1	4.76	0	6.57	2	0	1,141	582	37	126	0	396
2,023	8	9E	Endeavor Air Inc.	GTR	Columbus, MS: Golden Triangle Regional	57	13	5.29	0	2.7	0	5.01	2	0	1,063	451	0	102	0	510
2,023	8	9E	Endeavor Air Inc.	IAD	Washington, DC: Washington Dulles International	36	4	1	0	1	0	2	0	0	168	28	0	19	0	121
2,023	8	9E	Endeavor Air Inc.	ILM	Wilmington, NC: Wilmington International	147	32	11.26	0.52	8.83	0	11.38	6	0	1,805	695	55	439	0	616
2,023	8	9E	Endeavor Air Inc.	IND	Indianapolis, IN: Indianapolis International	282	43	18.59	1	8.03	0	15.37	6	0	3,208	1,222	15	356	0	1,615
2,023	8	9E	Endeavor Air Inc.	ITH	Ithaca/Cortland, NY: Ithaca Tompkins International	62	17	4.98	1.76	6.86	0	3.39	1	0	1,671	256	898	273	0	244
2,023	8	9E	Endeavor Air Inc.	JAX	Jacksonville, FL: Jacksonville International	85	14	6.54	0	4.4	0	3.06	5	0	754	445	0	118	0	191
2,023	8	9E	Endeavor Air Inc.	JFK	New York, NY: John F. Kennedy International	1,576	213	49.85	13.99	76.24	0.1	72.82	32	0	21,184	6,213	2,806	5,420	5	6,740
2,023	8	9E	Endeavor Air Inc.	LAN	Lansing, MI: Capital Region International	62	7	3.92	0.98	1.1	0	1	2	0	677	419	161	29	0	68
2,023	8	9E	Endeavor Air Inc.	LEX	Lexington, KY: Blue Grass	62	7	3.27	0.09	0.9	0	2.74	0	0	989	708	60	20	0	201
2,023	8	9E	Endeavor Air Inc.	LFT	Lafayette, LA: Lafayette Regional Paul Fournet Field	74	7	4.43	0	0.41	0	2.16	1	0	572	365	0	18	0	189
2,023	8	9E	Endeavor Air Inc.	LGA	New York, NY: LaGuardia	3,171	438	116.05	18.62	141.81	0.07	161.45	77	8	37,080	13,761	1,274	8,613	6	13,426
2,023	8	9E	Endeavor Air Inc.	LIT	Little Rock, AR: Bill and Hillary Clinton Nat Adams Field	27	4	1	0	1.83	0	1.17	0	0	249	29	0	83	0	137
2,023	8	9E	Endeavor Air Inc.	MBS	Saginaw/Bay City/Midland, MI: MBS International	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2,023	8	9E	Endeavor Air Inc.	MCI	Kansas City, MO: Kansas City International	143	25	8.13	0	6.67	0	10.2	2	0	1,749	411	0	300	0	1,038
2,023	8	9E	Endeavor Air Inc.	MEM	Memphis, TN: Memphis International	31	7	3.35	0	1.68	0	1.98	2	0	142	56	0	28	0	58
2,023	8	9E	Endeavor Air Inc.	MGM	Montgomery, AL: Montgomery Regional	41	6	1.61	0.95	1.44	0	2	1	0	230	87	55	32	0	56
2,023	8	9E	Endeavor Air Inc.	MKE	Milwaukee, WI: General Mitchell International	58	9	5.61	0	1.24	0	2.15	0	0	467	265	0	117	0	85
2,023	8	9E	Endeavor Air Inc.	MLI	Moline, IL: Quad Cities International	62	12	3.51	1.66	3.08	0	3.75	2	0	967	166	258	126	0	417
2,023	8	9E	Endeavor Air Inc.	MLU	Monroe, LA: Monroe Regional	62	9	3.18	0	3.7	0	2.12	0	0	902	187	0	301	0	414
2,023	8	9E	Endeavor Air Inc.	MOB	Mobile, AL: Mobile Regional	87	13	4.31	0	4.03	0	4.65	2	0	883	365	0	261	0	257
2,023	8	9E	Endeavor Air Inc.	MQT	Marquette, MI: Marquette Sawyer Regional	31	6	3	0	1.11	0	1.9	0	0	556	381	0	34	0	141
2,023	8	9E	Endeavor Air Inc.	MSN	Madison, WI: Dane County Regional-Truax Field	35	3	2.13	0	0	0	0.87	0	0	77	57	0	0	0	20
2,023	8	9E	Endeavor Air Inc.	MSP	Minneapolis, MN: Minneapolis-St Paul International	739	118	28.66	6.65	20.52	0	62.17	1	2	8,708	1,869	536	1,379	0	4,924
2,023	8	9E	Endeavor Air Inc.	MYR	Myrtle Beach, SC: Myrtle Beach International	68	14	5.37	0	3.79	0	4.84	4	0	921	429	0	139	0	353
2,023	8	9E	Endeavor Air Inc.	OAJ	Jacksonville/Camp Lejeune, NC: Albert J Ellis	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2,023	8	9E	Endeavor Air Inc.	OMA	Omaha, NE: Eppley Airfield	54	20	6.49	0	4.66	0	8.85	1	0	2,126	641	0	198	0	1,287
2,023	8	9E	Endeavor Air Inc.	ORF	Norfolk, VA: Norfolk International	186	29	18.38	0.9	5.2	0	4.52	2	1	3,632	2,351	627	231	0	423
2,023	8	9E	Endeavor Air Inc.	ORH	Worcester, MA: Worcester Regional	27	3	2.94	0	0.06	0	0	1	0	106	105	0	1	0	0
2,023	8	9E	Endeavor Air Inc.	PIT	Pittsburgh, PA: Pittsburgh International	129	14	4.41	0.33	4.45	0	4.8	4	0	1,400	720	80	247	0	353
2,023	8	9E	Endeavor Air Inc.	PVD	Providence, RI: Rhode Island Tf Green International	61	12	5.13	0	0.03	0	6.84	0	0	662	200	0	6	0	456
2,023	8	9E	Endeavor Air Inc.	PWM	Portland, ME: Portland International Jetport	153	30	7.15	0	14.44	0	8.41	3	0	1,386	297	0	573	0	516
2,023	8	9E	Endeavor Air Inc.	RAP	Rapid City, SD: Rapid City Regional	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2,023	8	9E	Endeavor Air Inc.	RDU	Raleigh/Durham, NC: Raleigh-Durham International	614	98	24.12	0	17.17	0	56.71	11	0	6,554	1,659	0	647	0	4,248
2,023	8	9E	Endeavor Air Inc.	RIC	Richmond, VA: Richmond International	276	30	14.52	0	6.7	0	8.79	5	0	1,666	761	0	244	0	661
2,023	8	9E	Endeavor Air Inc.	ROA	Roanoke, VA: Roanoke Blacksburg Regional	89	10	3.28	1.86	2.31	0	2.55	3	0	498	197	52	103	0	146
2,023	8	9E	Endeavor Air Inc.	ROC	Rochester, NY: Frederick Douglass Grtr Rochester International	294	45	14.22	1.55	13.1	0	16.13	3	0	3,044	1,351	44	654	0	995
2,023	8	9E	Endeavor Air Inc.	RST	Rochester, MN: Rochester International	31	9	4.69	0	1.31	0	3	0	0	372	178	0	36	0	158
2,023	8	9E	Endeavor Air Inc.	SAV	Savannah, GA: Savannah/Hilton Head International	132	23	8.49	0	10.02	0	4.49	5	3	1,712	765	0	500	0	447
2,023	8	9E	Endeavor Air Inc.	SDF	Louisville, KY: Louisville Muhammad Ali International	15	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2,023	8	9E	Endeavor Air Inc.	SHV	Shreveport, LA: Shreveport Regional	86	13	1.08	2	2.81	0	7.11	3	0	1,013	38	223	225	0	527
2,023	8	9E	Endeavor Air Inc.	STL	St. Louis, MO: St Louis Lambert International	139	13	3.27	0	1.79	0	7.94	4	1	715	171	0	60	0	484
2,023	8	9E	Endeavor Air Inc.	SYR	Syracuse, NY: Syracuse Hancock International	263	49	17.25	2	13.28	0	16.47	2	0	4,296	1,751	786	744	0	1,015
2,023	8	9E	Endeavor Air Inc.	TLH	Tallahassee, FL: Tallahassee International	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2,023	8	9E	Endeavor Air Inc.	TRI	Bristol/Johnson City/Kingsport, TN: Tri Cities	98	12	4.4	0.02	2.7	0	4.89	1	0	866	238	4	97	0	527
2,023	8	9E	Endeavor Air Inc.	TVC	Traverse City, MI: Cherry Capital	163	22	10.71	0.79	2.38	0	8.12	0	0	1,769	1,057	45	98	0	569
2,023	8	9E	Endeavor Air Inc.	TYS	Knoxville, TN: McGhee Tyson	232	48	12.89	1.14	12.12	0	21.84	4	0	4,257	704	321	998	0	2,234
2,023	8	9E	Endeavor Air Inc.	VLD	Valdosta, GA: Valdosta Regional	62	14	6.55	1.66	2.04	0	3.75	3	0	1,684	1,157	44	74	0	409
2,023	8	9E	Endeavor Air Inc.	XNA	Fayetteville, AR: Northwest Arkansas National	27	3	1	0	0	0	2	0	0	268	33	0	0	0	235
2,023	8	AA	American Airlines Inc.	ABQ	Albuquerque, NM: Albuquerque International Sunport	296	70	28.43	0	6.64	0	34.93	2	0	7,128	1,566	0	412	0	5,150
2,023	8	AA	American Airlines Inc.	ALB	Albany, NY: Albany International	93	23	10.29	0.22	2.55	1	8.93	0	0	1,476	515	24	110	21	806
2,023	8	AA	American Airlines Inc.	AMA	Amarillo, TX: Rick Husband Amarillo International	60	26	10	0	1.21	0	14.79	2	0	4,719	1,617	0	38	0	3,064
2,023	8	AA	American Airlines Inc.	ANC	Anchorage, AK: Ted Stevens Anchorage International	93	37	13	0.76	14.73	0	8.51	0	0	1,528	508	29	385	0	606
2,023	8	AA	American Airlines Inc.	ATL	Atlanta, GA: Hartsfield-Jackson Atlanta International	759	225	67.14	14.76	38.73	0.21	104.17	16	5	20,112	5,665	950	2,152	11	11,334
2,023	8	AA	American Airlines Inc.	AUS	Austin, TX: Austin - Bergstrom International	1,376	328	92.41	13.89	80.55	0.55	140.6	11	1	31,197	9,964	2,181	4,350	11	14,691
2,023	8	AA	American Airlines Inc.	AVL	Asheville, NC: Asheville Regional	165	64	19.17	5.38	12.37	0	27.08	2	0	6,689	2,412	426	511	0	3,340
2,023	8	AA	American Airlines Inc.	AVP	Scranton/Wilkes-Barre, PA: Wilkes Barre Scranton International	77	23	14.58	2.81	0.9	0	4.7	0	0	2,321	1,603	232	48	0	438

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