Datasets:

CAMUS-LAB
/

route-choice

od_pair string	alt_idx int64	choice_set_size int64	total_duration float64	in_vehicle_time float64	walk_time float64	wait_time float64	access_time float64	egress_time float64	transfer_walk_time float64	walk_distance float64	total_distance float64	bus_distance float64	subway_distance float64	num_transfers int64	num_legs int64	fare int64	generalized_cost float64	transport_category string	has_bus int64	has_train int64	main_route string	bus_subtype string	n_matched int64	n_total int64	od_distance float64	choice_prob float64	sim_composite float64	sim_mode float64	sim_sequence float64	sim_route float64
10003_10661	0	3	3,087	3,029	8	50	7	1	0	9.6	13,788.4	13,778.8	0	0	1	1,500	312,700	bus_only	1	0	5531	BUS_BRANCH	13	13	13,022	1	0.8035	1	0.0645	1
10003_10661	1	3	1,868	1,202	433	233	272	1	160	519.6	14,009.6	3,455.2	10,034.8	1	2	1,550	197,800	bus+train	1	1	1호선	BUS_BRANCH	0	13	13,022	0	0	0	0	0
10003_10661	2	3	1,949	1,202	433	314	272	1	160	519.6	14,009.6	3,455.2	10,034.8	1	2	1,550	208,900	bus+train	1	1	1호선	BUS_BRANCH	0	13	13,022	0	0	0	0	0
10003_10700	0	3	2,842	2,790	14	38	7	7	0	16.8	12,470.6	12,453.8	0	0	1	1,500	289,400	bus_only	1	0	5531	BUS_BRANCH	15	15	11,710.7	1	0.8045	1	0.069	1
10003_10700	1	3	1,673	986	439	248	272	7	160	526.8	12,691.8	2,130.2	10,034.8	1	2	1,550	181,300	bus+train	1	1	1호선	BUS_BRANCH	0	15	11,710.7	0	0	0	0	0
10003_10700	2	3	1,615	986	439	190	272	7	160	526.8	12,691.8	2,130.2	10,034.8	1	2	1,550	175,500	bus+train	1	1	1호선	BUS_BRANCH	0	15	11,710.7	0	0	0	0	0
10003_8001060	0	4	564	266	258	40	60	198	0	309.6	1,233.4	923.8	0	0	1	1,500	61,400	bus_only	1	0	8-2	BUS_TRUNK	0	28	817.4	0	0	0	0	0
10003_8001060	1	4	375	177	158	40	7	151	0	189.6	1,170.5	980.9	0	0	1	1,500	42,500	bus_only	1	0	5531	BUS_BRANCH	28	28	817.4	1	0.93	1	0.6667	1
10003_8001060	2	4	492	218	234	40	60	174	0	280.8	1,357.2	1,076.4	0	0	1	1,500	54,200	bus_only	1	0	8	BUS_TRUNK	0	28	817.4	0	0	0	0	0
10003_8001060	3	4	466	168	258	40	60	198	0	309.6	1,255.7	946.1	0	0	1	1,500	51,600	bus_only	1	0	5	BUS_TRUNK	0	28	817.4	0	0	0	0	0
10003_8001754	0	3	360	283	37	40	7	30	0	44.4	1,660.7	1,616.3	0	0	1	1,500	41,000	bus_only	1	0	5531	BUS_BRANCH	72	72	1,405.5	1	0.895	1	0.5	1
10003_8001754	1	3	437	332	65	40	60	5	0	78	1,769.3	1,691.3	0	0	1	1,500	48,700	bus_only	1	0	20	BUS_TRUNK	0	72	1,405.5	0	0	0	0	0
10003_8001754	2	3	428	323	65	40	60	5	0	78	1,769.3	1,691.3	0	0	1	1,500	47,800	bus_only	1	0	340-2	BUS_BRANCH	0	72	1,405.5	0	0	0	0	0
10003_8001755	0	2	449	347	62	40	7	55	0	74.4	1,972.9	1,898.5	0	0	1	1,500	49,900	bus_only	1	0	542	BUS_TRUNK	0	101	1,664.2	0	0	0	0	0
10003_8001755	1	2	449	347	62	40	7	55	0	74.4	1,972.9	1,898.5	0	0	1	1,500	49,900	bus_only	1	0	5531	BUS_BRANCH	101	101	1,664.2	1	0.874	1	0.4	1
10003_8001757	0	2	584	487	20	77	7	13	0	24	2,637.3	2,613.3	0	0	1	1,500	59,700	bus_only	1	0	5531	BUS_BRANCH	68	68	2,355.5	1	0.85	1	0.2857	1
10003_8001757	1	2	637	500	76	61	60	16	0	91.2	2,767.6	2,676.4	0	0	1	1,500	66,600	bus_only	1	0	20	BUS_TRUNK	0	68	2,355.5	0	0	0	0	0
10003_8001758	0	3	672	616	16	40	7	9	0	19.2	2,906	2,886.8	0	0	1	1,500	72,200	bus_only	1	0	542	BUS_TRUNK	0	18	2,616.6	0	0	0	0	0
10003_8001758	1	3	671	615	16	40	7	9	0	19.2	2,906	2,886.8	0	0	1	1,500	72,100	bus_only	1	0	5531	BUS_BRANCH	18	18	2,616.6	1	0.8425	1	0.25	1
10003_8001758	2	3	833	713	80	40	60	20	0	96	3,038.8	2,942.8	0	0	1	1,500	88,300	bus_only	1	0	20	BUS_TRUNK	0	18	2,616.6	0	0	0	0	0
10003_8001761	0	3	830	765	25	40	7	18	0	30	4,054.4	4,024.4	0	0	1	1,500	88,000	bus_only	1	0	5531	BUS_BRANCH	83	83	3,675.2	1	0.8282	1	0.1818	1
10003_8001761	1	3	866	330	446	90	272	174	0	535.2	4,209.6	0	3,674.4	0	1	1,550	89,600	train_only	0	1	1호선	null	0	83	3,675.2	0	0	0	0	0
10003_8001761	2	3	866	330	446	90	272	174	0	535.2	4,209.6	0	3,674.4	0	1	1,550	89,600	train_only	0	1	1호선	null	0	83	3,675.2	0	0	0	0	0
10003_8001764	0	4	1,218	510	618	90	272	346	0	741.6	6,602.2	0	5,860.6	0	1	1,550	124,800	train_only	0	1	1호선	null	0	44	5,900.1	0	0	0	0	0
10003_8001764	1	4	1,199	641	347	211	272	26	49	416.4	6,977.9	700.9	5,860.6	1	2	1,550	133,900	bus+train	1	1	1호선	BUS_TRUNK	0	44	5,900.1	0	0	0	0	0
10003_8001764	2	4	1,298	643	407	248	7	346	54	488.4	6,582.3	2,356.9	3,737	1	2	1,550	143,800	bus+train	1	1	542	BUS_TRUNK	0	44	5,900.1	0	0	0	0	0
10003_8001764	3	4	1,751	1,650	61	40	7	54	0	73.2	6,361.2	6,288	0	0	1	1,500	180,100	bus_only	1	0	5531	BUS_BRANCH	44	44	5,900.1	1	0.8147	1	0.1176	1
10003_8503016	0	4	1,240	510	640	90	272	368	0	768	6,628.6	0	5,860.6	0	1	1,550	127,000	train_only	0	1	1호선	null	0	102	5,556.6	0	0	0	0	0
10003_8503016	1	4	1,240	510	640	90	272	368	0	768	6,628.6	0	5,860.6	0	1	1,550	127,000	train_only	0	1	1호선	null	0	102	5,556.6	0	0	0	0	0
10003_8503016	2	4	1,496	1,444	12	40	7	5	0	14.4	5,988.4	5,974	0	0	1	1,500	154,600	bus_only	1	0	5531	BUS_BRANCH	102	102	5,556.6	1	0.8162	1	0.125	1
10003_8503016	3	4	1,240	606	429	205	7	368	54	514.8	6,608.7	2,356.9	3,737	1	2	1,550	138,000	bus+train	1	1	5531	BUS_BRANCH	0	102	5,556.6	0	0	0	0	0
10003_9349	0	4	2,191	2,136	14	41	7	7	0	16.8	7,531.5	7,514.7	0	0	1	1,500	224,000	bus_only	1	0	5531	BUS_BRANCH	12	12	7,077	1	0.811	1	0.1	1
10003_9349	1	4	1,558	805	525	228	272	4	249	630	7,721.9	1,231.3	5,860.6	1	2	3,000	169,800	bus+train	1	1	1호선	BUS_EXPRESS	0	12	7,077	0	0	0	0	0
10003_9349	2	4	1,640	919	507	214	272	80	155	608.4	9,760.4	965.2	8,186.8	1	2	1,550	178,000	bus+train	1	1	1호선	BUS_BRANCH	0	12	7,077	0	0	0	0	0
10003_9349	3	4	1,623	779	453	391	272	4	177	543.6	7,607.9	1,203.7	5,860.6	2	3	3,000	187,300	bus+train	1	1	1호선	BUS_EXPRESS	0	12	7,077	0	0	0	0	0
10003_9400	0	4	1,845	1,792	10	43	7	3	0	12	7,023	7,011	0	0	1	1,500	189,200	bus_only	1	0	5531	BUS_BRANCH	24	24	6,571.7	1	0.8121	1	0.1053	1
10003_9400	1	4	1,510	740	526	244	272	5	249	631.2	7,218.6	726.8	5,860.6	1	2	1,550	165,000	bus+train	1	1	1호선	BUS_TRUNK	0	24	6,571.7	0	0	0	0	0
10003_9400	2	4	1,684	854	361	469	60	3	298	433.2	7,323.6	3,153.4	3,737	2	3	1,550	193,400	bus+train	1	1	20	BUS_TRUNK	0	24	6,571.7	0	0	0	0	0
10003_9400	3	4	2,129	1,836	101	192	7	3	91	121.2	7,136	7,014.8	0	1	2	1,500	228,900	bus_only	1	0	5530	BUS_TRUNK	0	24	6,571.7	0	0	0	0	0
10003_9457	0	5	1,670	1,568	62	40	60	2	0	74.4	6,781.6	6,707.2	0	0	1	1,500	172,000	bus_only	1	0	20	BUS_TRUNK	0	30	6,202.4	0	0	0	0	0
10003_9457	1	5	1,590	627	702	261	272	263	167	842.4	7,335.5	632.5	5,860.6	1	2	1,550	173,000	bus+train	1	1	1호선	BUS_TRUNK	0	30	6,202.4	0	0	0	0	0
10003_9457	2	5	1,117	344	523	250	272	2	249	627.6	6,777.4	350.2	5,799.6	1	2	1,550	125,700	bus+train	1	1	1호선	BUS_TRUNK	0	30	6,202.4	0	0	0	0	0
10003_9457	3	5	1,977	1,734	203	40	7	196	0	243.6	6,876.2	6,632.6	0	0	1	1,500	202,700	bus_only	1	0	5531	BUS_BRANCH	30	30	6,202.4	1	0.8133	1	0.1111	1
10003_9457	4	5	1,564	600	584	380	272	263	49	700.8	7,005.4	444	5,860.6	1	2	1,550	170,400	bus+train	1	1	1호선	BUS_TRUNK	0	30	6,202.4	0	0	0	0	0
10003_9590	0	3	1,377	1,337	9	31	7	2	0	10.8	5,593.6	5,582.8	0	0	1	1,500	143,600	bus_only	1	0	5531	BUS_BRANCH	131	131	5,166.5	1	0.818	1	0.1333	1
10003_9590	1	3	1,571	869	411	291	272	6	133	493.2	5,723.7	1,556.1	3,674.4	1	2	1,550	171,100	bus+train	1	1	3330	BUS_BRANCH	0	131	5,166.5	0	0	0	0	0
10003_9590	2	3	1,775	1,669	66	40	60	6	0	79.2	5,735.2	5,656	0	0	1	1,500	182,500	bus_only	1	0	20	BUS_TRUNK	0	131	5,166.5	0	0	0	0	0
10003_9636	0	2	1,195	1,142	13	40	7	6	0	15.6	5,273.7	5,258.1	0	0	1	1,500	124,500	bus_only	1	0	5531	BUS_BRANCH	107	107	4,855.8	1	0.82	1	0.1429	1
10003_9636	1	2	1,128	1,024	64	40	60	4	0	76.8	5,407.6	5,330.8	0	0	1	1,500	117,800	bus_only	1	0	20	BUS_TRUNK	0	107	4,855.8	0	0	0	0	0
10003_9699	0	3	1,177	1,128	13	36	7	6	0	15.6	4,801.6	4,786	0	0	1	1,500	123,100	bus_only	1	0	5531	BUS_BRANCH	49	49	4,396.6	1	0.8061	1	0.0769	1
10003_9699	1	3	1,325	1,222	63	40	60	3	0	75.6	4,934.3	4,858.7	0	0	1	1,500	137,500	bus_only	1	0	20	BUS_TRUNK	0	49	4,396.6	0	0	0	0	0
10003_9699	2	3	1,423	1,156	94	173	60	3	31	112.8	4,931	4,818.2	0	1	2	1,500	158,300	bus_only	1	0	15	BUS_BRANCH	0	49	4,396.6	0	0	0	0	0
10003_9758	0	4	1,196	967	189	40	7	182	0	226.8	4,638.6	4,411.8	0	0	1	1,500	124,600	bus_only	1	0	5531	BUS_BRANCH	65	65	4,034.6	1	0.825	1	0.1667	1
10003_9758	1	4	1,194	408	589	197	272	182	135	706.8	4,768.6	387.4	3,674.4	1	2	1,550	133,400	bus+train	1	1	1호선	BUS_BRANCH	0	65	4,034.6	0	0	0	0	0
10003_9758	2	4	1,248	438	591	219	272	186	133	709.2	4,769.6	386	3,674.4	1	2	1,550	138,800	bus+train	1	1	1호선	BUS_TRUNK	0	65	4,034.6	0	0	0	0	0
10003_9758	3	4	1,570	1,044	332	194	60	182	90	398.4	4,887.5	4,489.1	0	1	2	1,500	173,000	bus_only	1	0	5623	BUS_BRANCH	0	65	4,034.6	0	0	0	0	0
10003_9847	0	4	789	731	18	40	7	11	0	21.6	3,742.5	3,720.9	0	0	1	1,500	83,900	bus_only	1	0	542	BUS_TRUNK	0	30	3,356.9	0	0	0	0	0
10003_9847	1	4	795	737	18	40	7	11	0	21.6	3,742.5	3,720.9	0	0	1	1,500	84,500	bus_only	1	0	5531	BUS_BRANCH	30	30	3,356.9	1	0.832	1	0.2	1
10003_9847	2	4	767	481	97	189	60	6	31	116.4	3,857.7	3,741.3	0	1	2	1,500	92,700	bus_only	1	0	8000	BUS_BRANCH	0	30	3,356.9	0	0	0	0	0
10003_9847	3	4	885	779	66	40	60	6	0	79.2	3,861.1	3,781.9	0	0	1	1,500	93,500	bus_only	1	0	20	BUS_TRUNK	0	30	3,356.9	0	0	0	0	0
10003_9968	0	4	469	390	39	40	7	32	0	46.8	2,403.7	2,356.9	0	0	1	1,500	51,900	bus_only	1	0	542	BUS_TRUNK	0	271	2,077.6	0	0	0	0	0
10003_9968	1	4	477	397	39	41	7	32	0	46.8	2,403.7	2,356.9	0	0	1	1,500	52,600	bus_only	1	0	5531	BUS_BRANCH	271	271	2,077.6	1	0.86	1	0.3333	1
10003_9968	2	4	627	180	357	90	272	85	0	428.4	2,550.4	0	2,122	0	1	1,550	65,700	train_only	0	1	1호선	null	0	271	2,077.6	0	0	0	0	0
10003_9968	3	4	618	484	94	40	60	34	0	112.8	2,543.2	2,430.4	0	0	1	1,500	66,800	bus_only	1	0	20	BUS_TRUNK	0	271	2,077.6	0	0	0	0	0
10007_14750	0	5	224	175	9	40	4	5	0	10.8	858	847.2	0	0	1	1,500	27,400	bus_only	1	0	542	BUS_TRUNK	0	62	812.9	0	0	0	0	0
10007_14750	1	5	250	159	51	40	49	2	0	61.2	925.2	864	0	0	1	1,500	30,000	bus_only	1	0	3101	BUS_BRANCH	0	62	812.9	0	0	0	0	0
10007_14750	2	5	253	162	51	40	49	2	0	61.2	925.2	864	0	0	1	1,500	30,300	bus_only	1	0	6	BUS_TRUNK	0	62	812.9	0	0	0	0	0
10007_14750	3	5	224	175	9	40	4	5	0	10.8	858	847.2	0	0	1	1,500	27,400	bus_only	1	0	5531	BUS_BRANCH	62	62	812.9	1	1	1	1	1
10007_14750	4	5	265	174	51	40	49	2	0	61.2	925.2	864	0	0	1	1,500	31,500	bus_only	1	0	5	BUS_TRUNK	0	62	812.9	0	0	0	0	0
10007_4176901	0	4	1,014	992	9	13	4	5	0	10.8	4,661.5	4,650.7	0	0	1	1,500	109,100	bus_only	1	0	542	BUS_TRUNK	0	1	3,143.7	0	0	0	0	0
10007_4176901	1	4	1,108	904	50	154	49	1	0	60	4,628.4	4,568.4	0	1	2	1,500	126,800	bus_only	1	0	6501	BUS_BRANCH	0	1	3,143.7	0	0	0	0	0
10007_4176901	2	4	931	692	50	189	49	1	0	60	4,628.4	4,568.4	0	1	2	1,500	109,100	bus_only	1	0	6501	BUS_BRANCH	0	1	3,143.7	0	0	0	0	0
10007_4176901	3	4	1,246	963	25	258	4	1	20	30	4,563.4	4,533.4	0	1	2	1,500	140,600	bus_only	1	0	5531	BUS_BRANCH	1	1	3,143.7	1	0.979	1	0.9	1
10007_8001788	0	5	294	196	58	40	49	9	0	69.6	1,069.7	1,000.1	0	0	1	1,500	34,400	bus_only	1	0	6	BUS_TRUNK	0	32	941.1	0	0	0	0	0
10007_8001788	1	5	349	184	125	40	4	121	0	150	997.2	847.2	0	0	1	1,500	39,900	bus_only	1	0	5531	BUS_BRANCH	32	32	941.1	1	0.9475	1	0.75	1
10007_8001788	2	5	349	184	125	40	4	121	0	150	997.2	847.2	0	0	1	1,500	39,900	bus_only	1	0	542	BUS_TRUNK	0	32	941.1	0	0	0	0	0
10007_8001788	3	5	484	270	174	40	49	125	0	208.8	1,072.8	864	0	0	1	1,500	53,400	bus_only	1	0	8-2	BUS_TRUNK	0	32	941.1	0	0	0	0	0
10007_8001788	4	5	388	174	174	40	49	125	0	208.8	1,072.8	864	0	0	1	1,500	43,800	bus_only	1	0	5	BUS_TRUNK	0	32	941.1	0	0	0	0	0
10007_8501313	0	5	478	384	54	40	49	5	0	64.8	1,924.4	1,859.6	0	0	1	1,500	52,800	bus_only	1	0	6	BUS_TRUNK	0	52	1,802.1	0	0	0	0	0
10007_8501313	1	5	311	217	54	40	49	5	0	64.8	1,923.1	1,858.3	0	0	1	1,500	36,100	bus_only	1	0	340-1	BUS_BRANCH	0	52	1,802.1	0	0	0	0	0
10007_8501313	2	5	448	354	54	40	49	5	0	64.8	1,923.1	1,858.3	0	0	1	1,500	49,800	bus_only	1	0	340-2	BUS_BRANCH	0	52	1,802.1	0	0	0	0	0
10007_8501313	3	5	546	499	7	40	4	3	0	8.4	1,852.2	1,843.8	0	0	1	1,500	59,600	bus_only	1	0	542	BUS_TRUNK	0	52	1,802.1	0	0	0	0	0
10007_8501313	4	5	548	501	7	40	4	3	0	8.4	1,852.2	1,843.8	0	0	1	1,500	59,800	bus_only	1	0	5531	BUS_BRANCH	52	52	1,802.1	1	0.85	1	0.2857	1
10007_8501560	0	4	590	495	55	40	49	6	0	66	2,491.6	2,425.6	0	0	1	1,500	64,000	bus_only	1	0	6	BUS_TRUNK	0	145	2,348.9	0	0	0	0	0
10007_8501560	1	4	674	486	55	133	49	6	0	66	2,491.6	2,425.6	0	0	1	1,500	63,100	bus_only	1	0	330	BUS_TRUNK	0	145	2,348.9	0	0	0	0	0
10007_8501560	2	4	650	600	10	40	4	6	0	12	2,420.4	2,408.4	0	0	1	1,500	70,000	bus_only	1	0	5531	BUS_BRANCH	145	145	2,348.9	1	1	1	1	1
10007_8501560	3	4	877	782	55	40	49	6	0	66	2,844.7	2,778.7	0	0	1	1,500	92,700	bus_only	1	0	60	BUS_TRUNK	0	145	2,348.9	0	0	0	0	0
10007_9900	0	5	531	479	12	40	4	8	0	14.4	1,583.8	1,569.4	0	0	1	1,500	58,100	bus_only	1	0	5531	BUS_BRANCH	43	43	1,526.9	1	1	1	1	1
10007_9900	1	5	424	324	60	40	49	11	0	72	1,658.2	1,586.2	0	0	1	1,500	47,400	bus_only	1	0	6	BUS_TRUNK	0	43	1,526.9	0	0	0	0	0
10007_9900	2	5	278	178	60	40	49	11	0	72	1,656.9	1,584.9	0	0	1	1,500	32,800	bus_only	1	0	340-1	BUS_BRANCH	0	43	1,526.9	0	0	0	0	0
10007_9900	3	5	403	303	60	40	49	11	0	72	1,656.9	1,584.9	0	0	1	1,500	45,300	bus_only	1	0	340-2	BUS_BRANCH	0	43	1,526.9	0	0	0	0	0
10007_9900	4	5	535	483	12	40	4	8	0	14.4	1,583.8	1,569.4	0	0	1	1,500	58,500	bus_only	1	0	542	BUS_TRUNK	0	43	1,526.9	0	0	0	0	0
10007_9921	0	4	416	365	11	40	4	7	0	13.2	1,350.5	1,337.3	0	0	1	1,500	46,600	bus_only	1	0	5531	BUS_BRANCH	55	55	1,291.5	1	1	1	1	1
10007_9921	1	4	369	271	58	40	49	9	0	69.6	1,423.3	1,353.7	0	0	1	1,500	41,900	bus_only	1	0	6	BUS_TRUNK	0	55	1,291.5	0	0	0	0	0
10007_9921	2	4	254	135	58	61	49	9	0	69.6	1,422	1,352.4	0	0	1	1,500	28,300	bus_only	1	0	340-1	BUS_BRANCH	0	55	1,291.5	0	0	0	0	0
10007_9921	3	4	346	248	58	40	49	9	0	69.6	1,422	1,352.4	0	0	1	1,500	39,600	bus_only	1	0	340-2	BUS_BRANCH	0	55	1,291.5	0	0	0	0	0
10013_8501560	0	5	902	769	93	40	87	6	0	111.6	2,805.8	2,694.2	0	0	1	1,500	95,200	bus_only	1	0	5531	BUS_BRANCH	58	58	2,644.9	1	1	1	1	1
10013_8501560	1	5	836	495	301	40	295	6	0	361.2	2,786.8	2,425.6	0	0	1	1,500	88,600	bus_only	1	0	6	BUS_TRUNK	0	58	2,644.9	0	0	0	0	0
10013_8501560	2	5	628	572	16	40	10	6	0	19.2	2,714.1	2,694.9	0	0	1	1,500	67,800	bus_only	1	0	330	BUS_TRUNK	0	58	2,644.9	0	0	0	0	0
10013_8501560	3	5	960	904	16	40	10	6	0	19.2	3,067.2	3,048	0	0	1	1,500	101,000	bus_only	1	0	60	BUS_TRUNK	0	58	2,644.9	0	0	0	0	0

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