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ml-project-group-3
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cleaned_merged_feature_engineered_timestamps_chronos

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train · 34M rows

carrier string	delay float64	origin string	dest string	prcp_mm float64	snow_mm float64	wind_mps float64	tavg_c float64	prcp_mm_dest float64	snow_mm_dest float64	wind_mps_dest float64	tavg_c_dest float64	timestamp timestamp[us]	total_ops float64	rolling_30D_delay_pct float64	hour int32	month int32	dayOfTheWeek int32	weekend int64	holiday int64	summer int64	morning int64	evening int64	__index_level_0__ int64
AA	-8	LAX	PBI	0	0	1.6	13.1	0	0	5.9	24.9	2014-01-02T00:05:00	1,893	0.002528	0	1	3	0	0	0	0	0	909
AA	-3	JFK	LAX	3.3	6.1	8.1	-1.1	0	0	2.2	15.9	2014-01-02T09:00:00	933	0.000958	9	1	3	0	0	0	1	0	9,401
AA	94	DFW	TUS	0	0	5.6	2.8	0	0	4.6	13.4	2014-01-02T22:20:00	1,899	0	22	1	3	0	0	0	0	0	9,402
AA	27	DFW	CMH	0	0	5.6	2.8	6.6	8.4	6.3	-2.1	2014-01-02T19:50:00	1,899	0	19	1	3	0	0	0	0	1	9,403
AA	-2	MIA	PHL	0	0	3.2	25.1	10.2	14.2	5.5	-1.9	2014-01-02T09:00:00	1,158	0	9	1	3	0	0	0	1	0	9,404
AA	-2	PHL	MIA	10.2	14.2	5.5	-1.9	0	0	3.2	25.1	2014-01-02T12:35:00	984	0	12	1	3	0	0	0	0	0	9,405
AA	64	DFW	SAN	0	0	5.6	2.8	0	0	1.2	14.4	2014-01-02T22:05:00	1,899	0	22	1	3	0	0	0	0	0	9,406
AA	2	SFO	DFW	0	0	0.5	10.4	0	0	5.6	2.8	2014-01-02T07:55:00	1,209	0	7	1	3	0	0	0	1	0	9,407
AA	-2	DAY	DFW	10.9	13.2	6.4	-4.1	0	0	5.6	2.8	2014-01-02T13:05:00	105	0	13	1	3	0	0	0	0	0	9,408
AA	-1	DFW	DAY	0	0	5.6	2.8	10.9	13.2	6.4	-4.1	2014-01-02T09:15:00	1,899	0	9	1	3	0	0	0	1	0	9,409
AA	-1	LAS	LAX	0	0	3	11.2	0	0	2.2	15.9	2014-01-02T17:05:00	1,656	0	17	1	3	0	0	0	0	1	9,410
AA	-4	LAX	LAS	0	0	2.2	15.9	0	0	3	11.2	2014-01-02T15:05:00	1,893	0.002528	15	1	3	0	0	0	0	0	9,411
AA	14	DFW	DEN	0	0	5.6	2.8	0	0	3.3	-4.8	2014-01-02T19:45:00	1,899	0	19	1	3	0	0	0	0	1	9,412
AA	4	DFW	SEA	0	0	5.6	2.8	4.1	0	3.2	7.2	2014-01-02T18:30:00	1,899	0	18	1	3	0	0	0	0	1	9,413
AA	2	HNL	DFW	31.8	0	4.9	24.4	0	0	5.6	2.8	2014-01-02T19:50:00	850	0	19	1	3	0	0	0	0	1	9,414
AA	3	DFW	MEM	0	0	5.6	2.8	3.3	0	6.4	5.2	2014-01-02T16:20:00	1,899	0	16	1	3	0	0	0	0	1	9,415
AA	-1	MEM	DFW	3.3	0	6.4	5.2	0	0	5.6	2.8	2014-01-02T18:30:00	611	0	18	1	3	0	0	0	0	1	9,416
AA	60	DFW	LAS	0	0	5.6	2.8	0	0	3	11.2	2014-01-02T13:20:00	1,899	0	13	1	3	0	0	0	0	0	9,417
AA	45	LAS	DFW	0	0	3	11.2	0	0	5.6	2.8	2014-01-02T15:00:00	1,656	0	15	1	3	0	0	0	0	0	9,418
AA	49	DFW	PHX	0	0	5.6	2.8	0	0	1.5	14.3	2014-01-02T13:25:00	1,899	0	13	1	3	0	0	0	0	0	9,419
AA	32	PHX	DFW	0	0	1.5	14.3	0	0	5.6	2.8	2014-01-02T15:45:00	1,308	0	15	1	3	0	0	0	0	0	9,420
AA	1	ABQ	DFW	0	0	2.3	3.1	0	0	5.6	2.8	2014-01-02T15:20:00	358	0	15	1	3	0	0	0	0	0	9,421
AA	10	DFW	ABQ	0	0	5.6	2.8	0	0	2.3	3.1	2014-01-02T13:50:00	1,899	0	13	1	3	0	0	0	0	0	9,422
AA	13	DFW	PHL	0	0	5.6	2.8	10.2	14.2	5.5	-1.9	2014-01-02T09:40:00	1,899	0	9	1	3	0	0	0	1	0	9,423
AA	-3	PHL	DFW	10.2	14.2	5.5	-1.9	0	0	5.6	2.8	2014-01-02T14:25:00	984	0	14	1	3	0	0	0	0	0	9,424
AA	83	MCI	DFW	0	0	3.3	-13.7	0	0	5.6	2.8	2014-01-02T07:05:00	337	0	7	1	3	0	0	0	1	0	9,425
AA	159	JFK	SJU	3.3	6.1	8.1	-1.1	4.1	0	4.4	26.6	2014-01-02T19:00:00	933	0.000958	19	1	3	0	0	0	0	1	9,426
AA	4	DFW	ONT	0	0	5.6	2.8	0	0	0.9	16.95	2014-01-02T10:35:00	1,899	0	10	1	3	0	0	0	1	0	9,427
AA	268	ONT	DFW	0	0	0.9	16.95	0	0	5.6	2.8	2014-01-02T12:30:00	239	0	12	1	3	0	0	0	0	0	9,428
AA	26	DFW	ELP	0	0	5.6	2.8	0	0	2	7.4	2014-01-02T16:40:00	1,899	0	16	1	3	0	0	0	0	1	9,429
AA	21	ELP	DFW	0	0	2	7.4	0	0	5.6	2.8	2014-01-02T18:05:00	266	0	18	1	3	0	0	0	0	1	9,430
AA	-7	DCA	DFW	8.6	4.8	3	3.3	0	0	5.6	2.8	2014-01-02T12:55:00	618	0	12	1	3	0	0	0	0	0	9,431
AA	-2	DFW	DCA	0	0	5.6	2.8	8.6	4.8	3	3.3	2014-01-02T08:30:00	1,899	0	8	1	3	0	0	0	1	0	9,432
AA	0	MCI	DFW	0	0	3.3	-13.7	0	0	5.6	2.8	2014-01-02T06:00:00	337	0	6	1	3	0	0	0	1	0	9,433
AA	8	CLT	DFW	5.3	0	2.7	6.3	0	0	5.6	2.8	2014-01-02T15:15:00	1,516	0.00071	15	1	3	0	0	0	0	0	9,434
AA	8	DFW	CLT	0	0	5.6	2.8	5.3	0	2.7	6.3	2014-01-02T11:15:00	1,899	0	11	1	3	0	0	0	0	0	9,435
AA	-4	SAN	MIA	0	0	1.2	14.4	0	0	3.2	25.1	2014-01-02T22:45:00	490	0	22	1	3	0	0	0	0	0	9,436
AA	40	MIA	ORD	0	0	3.2	25.1	5.6	14.7	5.7	-7.4	2014-01-02T20:00:00	1,158	0	20	1	3	0	0	0	0	1	9,437
AA	146	ORD	MIA	5.6	14.7	5.7	-7.4	0	0	3.2	25.1	2014-01-02T12:20:00	1,595	0.033635	12	1	3	0	0	0	0	0	9,438
AA	-4	DFW	MCI	0	0	5.6	2.8	0	0	3.3	-13.7	2014-01-02T08:25:00	1,899	0	8	1	3	0	0	0	1	0	9,439
AA	19	MCI	DFW	0	0	3.3	-13.7	0	0	5.6	2.8	2014-01-02T10:35:00	337	0	10	1	3	0	0	0	1	0	9,440
AA	68	LAX	ORD	0	0	2.2	15.9	5.6	14.7	5.7	-7.4	2014-01-02T12:40:00	1,893	0.002528	12	1	3	0	0	0	0	0	9,441
AA	43	ORD	LAX	5.6	14.7	5.7	-7.4	0	0	2.2	15.9	2014-01-02T07:25:00	1,595	0.033635	7	1	3	0	0	0	1	0	9,442
AA	96	MIA	JFK	0	0	3.2	25.1	3.3	6.1	8.1	-1.1	2014-01-02T15:55:00	1,158	0	15	1	3	0	0	0	0	0	9,443
AA	111	DFW	RDU	0	0	5.6	2.8	8.4	0	1.2	5.6	2014-01-02T17:05:00	1,899	0	17	1	3	0	0	0	0	1	9,444
AA	-2	MIA	ORD	0	0	3.2	25.1	5.6	14.7	5.7	-7.4	2014-01-02T08:40:00	1,158	0	8	1	3	0	0	0	1	0	9,445
AA	-1	SFO	DFW	0	0	0.5	10.4	0	0	5.6	2.8	2014-01-02T00:20:00	1,209	0	0	1	3	0	0	0	0	0	9,446
AA	27	BOS	DFW	9.7	26.9	7.8	-6.4	0	0	5.6	2.8	2014-01-02T17:50:00	526	0	17	1	3	0	0	0	0	1	9,448
AA	34	DFW	BOS	0	0	5.6	2.8	9.7	26.9	7.8	-6.4	2014-01-02T12:35:00	1,899	0	12	1	3	0	0	0	0	0	9,449
AA	28	DFW	TUS	0	0	5.6	2.8	0	0	4.6	13.4	2014-01-02T10:45:00	1,899	0	10	1	3	0	0	0	1	0	9,450
AA	16	TUS	DFW	0	0	4.6	13.4	0	0	5.6	2.8	2014-01-02T12:50:00	294	0	12	1	3	0	0	0	0	0	9,451
AA	0	MIA	SEA	0	0	3.2	25.1	4.1	0	3.2	7.2	2014-01-02T17:15:00	1,158	0	17	1	3	0	0	0	0	1	9,452
AA	10	MIA	MSY	0	0	3.2	25.1	8.1	0	5.9	13.2	2014-01-02T21:50:00	1,158	0	21	1	3	0	0	0	0	0	9,453
AA	-2	LAX	ORD	0	0	2.2	15.9	5.6	14.7	5.7	-7.4	2014-01-02T05:45:00	1,893	0.002528	5	1	3	0	0	0	0	0	9,454
AA	1	ATL	MIA	6.6	0	6	7.5	0	0	3.2	25.1	2014-01-02T14:25:00	2,424	0	14	1	3	0	0	0	0	0	9,455
AA	9	MIA	ATL	0	0	3.2	25.1	6.6	0	6	7.5	2014-01-02T11:40:00	1,158	0	11	1	3	0	0	0	0	0	9,456
AA	-1	LAX	ORD	0	0	2.2	15.9	5.6	14.7	5.7	-7.4	2014-01-02T23:45:00	1,893	0.002528	23	1	3	0	0	0	0	0	9,457
AA	139	LAX	ORD	0	0	2.2	15.9	5.6	14.7	5.7	-7.4	2014-01-02T15:35:00	1,893	0.002528	15	1	3	0	0	0	0	0	9,458
AA	42	ORD	LAX	5.6	14.7	5.7	-7.4	0	0	2.2	15.9	2014-01-02T09:15:00	1,595	0.033635	9	1	3	0	0	0	1	0	9,459
AA	50	DFW	ELP	0	0	5.6	2.8	0	0	2	7.4	2014-01-02T19:15:00	1,899	0	19	1	3	0	0	0	0	1	9,460
AA	2	MIA	SAN	0	0	3.2	25.1	0	0	1.2	14.4	2014-01-02T19:00:00	1,158	0	19	1	3	0	0	0	0	1	9,461
AA	-2	DFW	LAS	0	0	5.6	2.8	0	0	3	11.2	2014-01-02T16:35:00	1,899	0	16	1	3	0	0	0	0	1	9,462
AA	-1	LAS	DFW	0	0	3	11.2	0	0	5.6	2.8	2014-01-02T18:20:00	1,656	0	18	1	3	0	0	0	0	1	9,463
AA	151	ORD	MIA	5.6	14.7	5.7	-7.4	0	0	3.2	25.1	2014-01-02T18:25:00	1,595	0.033635	18	1	3	0	0	0	0	1	9,464
AA	77	DFW	DEN	0	0	5.6	2.8	0	0	3.3	-4.8	2014-01-02T22:05:00	1,899	0	22	1	3	0	0	0	0	0	9,465
AA	2	SEA	MIA	4.1	0	3.2	7.2	0	0	3.2	25.1	2014-01-02T22:05:00	862	0	22	1	3	0	0	0	0	0	9,466
AA	277	ORD	FLL	5.6	14.7	5.7	-7.4	0	0	3.9	24.3	2014-01-02T15:50:00	1,595	0.033635	15	1	3	0	0	0	0	0	9,467
AA	5	DFW	TPA	0	0	5.6	2.8	10.7	0	4.1	19.2	2014-01-02T20:40:00	1,899	0	20	1	3	0	0	0	0	1	9,468
AA	14	LGA	MIA	4.6	8.6	8.4	-1.7	0	0	3.2	25.1	2014-01-02T13:50:00	734	0	13	1	3	0	0	0	0	0	9,469
AA	46	ORD	SNA	5.6	14.7	5.7	-7.4	0	0	0.9	16.1	2014-01-02T08:40:00	1,595	0.033635	8	1	3	0	0	0	1	0	9,470
AA	56	SNA	ORD	0	0	0.9	16.1	5.6	14.7	5.7	-7.4	2014-01-02T11:55:00	658	0	11	1	3	0	0	0	0	0	9,471
AA	135	ORD	MSP	5.6	14.7	5.7	-7.4	0	0	2.2	-18.8	2014-01-02T20:25:00	1,595	0.033635	20	1	3	0	0	0	0	1	9,472
AA	107	MIA	ORD	0	0	3.2	25.1	5.6	14.7	5.7	-7.4	2014-01-02T13:55:00	1,158	0	13	1	3	0	0	0	0	0	9,473
AA	26	ORD	MIA	5.6	14.7	5.7	-7.4	0	0	3.2	25.1	2014-01-02T07:50:00	1,595	0.033635	7	1	3	0	0	0	1	0	9,474
AA	6	DFW	RDU	0	0	5.6	2.8	8.4	0	1.2	5.6	2014-01-02T14:50:00	1,899	0	14	1	3	0	0	0	0	0	9,475
AA	-3	RDU	DFW	8.4	0	1.2	5.6	0	0	5.6	2.8	2014-01-02T19:05:00	393	0	19	1	3	0	0	0	0	1	9,476
AA	-2	LAX	SFO	0	0	2.2	15.9	0	0	0.5	10.4	2014-01-02T06:40:00	1,893	0.002528	6	1	3	0	0	0	1	0	9,477
AA	-8	SFO	LAX	0	0	0.5	10.4	0	0	2.2	15.9	2014-01-02T09:15:00	1,209	0	9	1	3	0	0	0	1	0	9,478
AA	-3	ELP	DFW	0	0	2	7.4	0	0	5.6	2.8	2014-01-02T05:50:00	266	0	5	1	3	0	0	0	0	0	9,479
AA	-1	MCO	DFW	10.7	0	4.8	20.2	0	0	5.6	2.8	2014-01-02T06:30:00	836	0	6	1	3	0	0	0	1	0	9,480
AA	86	LAS	ORD	0	0	3	11.2	5.6	14.7	5.7	-7.4	2014-01-02T08:35:00	1,656	0	8	1	3	0	0	0	1	0	9,481
AA	77	DFW	PHX	0	0	5.6	2.8	0	0	1.5	14.3	2014-01-02T16:15:00	1,899	0	16	1	3	0	0	0	0	1	9,482
AA	62	PHX	DFW	0	0	1.5	14.3	0	0	5.6	2.8	2014-01-02T18:35:00	1,308	0	18	1	3	0	0	0	0	1	9,483
AA	-5	MIA	LGA	0	0	3.2	25.1	4.6	8.6	8.4	-1.7	2014-01-02T06:00:00	1,158	0	6	1	3	0	0	0	1	0	9,484
AA	0	JFK	MIA	3.3	6.1	8.1	-1.1	0	0	3.2	25.1	2014-01-02T09:10:00	933	0.000958	9	1	3	0	0	0	1	0	9,485
AA	4	DFW	SAN	0	0	5.6	2.8	0	0	1.2	14.4	2014-01-02T09:25:00	1,899	0	9	1	3	0	0	0	1	0	9,486
AA	-3	SAN	DFW	0	0	1.2	14.4	0	0	5.6	2.8	2014-01-02T11:20:00	490	0	11	1	3	0	0	0	0	0	9,487
AA	-3	LAS	DFW	0	0	3	11.2	0	0	5.6	2.8	2014-01-02T06:00:00	1,656	0	6	1	3	0	0	0	1	0	9,488
AA	54	DEN	DFW	0	0	3.3	-4.8	0	0	5.6	2.8	2014-01-02T11:55:00	1,694	0.000664	11	1	3	0	0	0	0	0	9,489
AA	54	DFW	DEN	0	0	5.6	2.8	0	0	3.3	-4.8	2014-01-02T10:10:00	1,899	0	10	1	3	0	0	0	1	0	9,490
AA	118	ABQ	DFW	0	0	2.3	3.1	0	0	5.6	2.8	2014-01-02T06:05:00	358	0	6	1	3	0	0	0	1	0	9,491
AA	19	DFW	SAN	0	0	5.6	2.8	0	0	1.2	14.4	2014-01-02T17:20:00	1,899	0	17	1	3	0	0	0	0	1	9,492
AA	0	SEA	DFW	4.1	0	3.2	7.2	0	0	5.6	2.8	2014-01-02T06:00:00	862	0	6	1	3	0	0	0	1	0	9,493
AA	-2	DFW	PHX	0	0	5.6	2.8	0	0	1.5	14.3	2014-01-02T08:50:00	1,899	0	8	1	3	0	0	0	1	0	9,494
AA	-5	PHX	DFW	0	0	1.5	14.3	0	0	5.6	2.8	2014-01-02T11:15:00	1,308	0	11	1	3	0	0	0	0	0	9,495
AA	2	FLL	ORD	0	0	3.9	24.3	5.6	14.7	5.7	-7.4	2014-01-02T07:20:00	817	0.0625	7	1	3	0	0	0	1	0	9,496
AA	8	MSP	MIA	0	0	2.2	-18.8	0	0	3.2	25.1	2014-01-02T06:00:00	1,156	0	6	1	3	0	0	0	1	0	9,497
AA	-3	SJU	MIA	4.1	0	4.4	26.6	0	0	3.2	25.1	2014-01-02T07:45:00	599	0	7	1	3	0	0	0	1	0	9,498
AA	-5	DFW	LGA	0	0	5.6	2.8	4.6	8.6	8.4	-1.7	2014-01-02T06:15:00	1,899	0	6	1	3	0	0	0	1	0	9,499
AA	34	DFW	PHX	0	0	5.6	2.8	0	0	1.5	14.3	2014-01-02T10:20:00	1,899	0	10	1	3	0	0	0	1	0	9,500

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