Datasets:

pushthetempo
/

astana_traffic

stage stringclasses 1 value	eventId stringlengths 1 4	eventTime stringlengths 24 24	sourceId stringclasses 1 value	sourceName stringclasses 1 value	sourceType stringclasses 1 value	sourceMode stringclasses 1 value	sensorType stringclasses 1 value	location stringclasses 1 value	city stringclasses 1 value	Latitude float64 51.1 51.2	Severity stringclasses 3 values	latitude float64 51.1 51.2	severity stringclasses 3 values	speedKmh int64 0 121	Longitude float64 71.3 71.6	Speed_kmh int64 0 121	eventType stringclasses 4 values	longitude float64 71.3 71.6	speed_kmh int64 0 121	timestamp stringlengths 24 24	transport stringclasses 1 value	Event_Type stringclasses 4 values	confidence float64 0.88 0.99	event_type stringclasses 4 values	sensorKind stringclasses 1 value	streamKind stringclasses 1 value	derivedFrom stringclasses 1 value	vehicleType stringclasses 5 values	vehicle_type stringclasses 5 values	trafficDensity float64 -1.86 175	Traffic_Density float64 -1.86 175	sourceTimestamp stringdate 2024-06-22 00:35:01 2024-07-05 09:15:20	traffic_density float64 -1.86 175
cleaned	699	2026-05-26T15:43:36.169Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.163282	Low	51.163282	Low	29	71.432144	29	Normal	71.432144	29	2026-05-26T15:43:36.168Z	WEBSOCKET	Normal	0.883	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	67.24	67.24	2024-06-30 11:48:30	67.24
cleaned	700	2026-05-26T15:43:37.169Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.201601	Low	51.201601	Low	71	71.458809	71	Normal	71.458809	71	2026-05-26T15:43:37.169Z	WEBSOCKET	Normal	0.919	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	64.79	64.79	2024-06-30 11:59:56	64.79
cleaned	701	2026-05-26T15:43:38.170Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.132147	Low	51.132147	Low	56	71.582156	56	Normal	71.582156	56	2026-05-26T15:43:38.170Z	WEBSOCKET	Normal	0.901	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	60.41	60.41	2024-06-30 12:04:02	60.41
cleaned	702	2026-05-26T15:43:39.170Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.073938	High	51.073938	High	117	71.39521	117	Congestion	71.39521	117	2026-05-26T15:43:39.170Z	WEBSOCKET	Congestion	0.902	Congestion	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	120.65	120.65	2024-06-30 12:05:14	120.65
cleaned	703	2026-05-26T15:43:40.171Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.12687	Low	51.12687	Low	104	71.481314	104	Normal	71.481314	104	2026-05-26T15:43:40.171Z	WEBSOCKET	Normal	0.972	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	71.87	71.87	2024-06-30 12:15:50	71.87
cleaned	704	2026-05-26T15:43:41.172Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.195567	Low	51.195567	Low	115	71.39078	115	Normal	71.39078	115	2026-05-26T15:43:41.171Z	WEBSOCKET	Normal	0.934	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	67.99	67.99	2024-06-30 12:17:47	67.99
cleaned	705	2026-05-26T15:43:42.172Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.162536	Low	51.162536	Low	3	71.465452	3	Normal	71.465452	3	2026-05-26T15:43:42.172Z	WEBSOCKET	Normal	0.987	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	65.1	65.1	2024-06-30 12:20:36	65.1
cleaned	706	2026-05-26T15:43:43.173Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.146133	High	51.146133	High	82	71.403769	82	Sudden De-celeration	71.403769	82	2026-05-26T15:43:43.173Z	WEBSOCKET	Sudden De-celeration	0.889	Sudden De-celeration	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	82.26	82.26	2024-06-30 12:31:02	82.26
cleaned	707	2026-05-26T15:43:44.174Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.124838	Low	51.124838	Low	22	71.427555	22	Normal	71.427555	22	2026-05-26T15:43:44.174Z	WEBSOCKET	Normal	0.976	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	61.9	61.9	2024-06-30 12:42:49	61.9
cleaned	708	2026-05-26T15:43:45.174Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.175567	Low	51.175567	Low	102	71.367557	102	Normal	71.367557	102	2026-05-26T15:43:45.174Z	WEBSOCKET	Normal	0.963	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	60.18	60.18	2024-06-30 13:17:38	60.18
cleaned	709	2026-05-26T15:43:46.175Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.13128	Low	51.13128	Low	46	71.448629	46	Normal	71.448629	46	2026-05-26T15:43:46.174Z	WEBSOCKET	Normal	0.935	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	56.96	56.96	2024-06-30 13:27:29	56.96
cleaned	710	2026-05-26T15:43:47.175Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.149419	Low	51.149419	Low	98	71.371776	98	Normal	71.371776	98	2026-05-26T15:43:47.175Z	WEBSOCKET	Normal	0.99	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	62.38	62.38	2024-06-30 13:31:48	62.38
cleaned	711	2026-05-26T15:43:48.176Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.15159	Low	51.15159	Low	108	71.549904	108	Normal	71.549904	108	2026-05-26T15:43:48.176Z	WEBSOCKET	Normal	0.985	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	51.92	51.92	2024-06-30 14:01:33	51.92
cleaned	712	2026-05-26T15:43:49.176Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.145148	Low	51.145148	Low	48	71.501583	48	Normal	71.501583	48	2026-05-26T15:43:49.176Z	WEBSOCKET	Normal	0.939	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	57.78	57.78	2024-06-30 14:02:35	57.78
cleaned	713	2026-05-26T15:43:50.179Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.193981	Low	51.193981	Low	37	71.411353	37	Normal	71.411353	37	2026-05-26T15:43:50.177Z	WEBSOCKET	Normal	0.885	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	45.4	45.4	2024-06-30 14:09:57	45.4
cleaned	714	2026-05-26T15:43:51.178Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.132853	Low	51.132853	Low	104	71.512632	104	Normal	71.512632	104	2026-05-26T15:43:51.178Z	WEBSOCKET	Normal	0.901	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	43.97	43.97	2024-06-30 14:23:18	43.97
cleaned	715	2026-05-26T15:43:52.179Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.170276	Low	51.170276	Low	79	71.40372	79	Normal	71.40372	79	2026-05-26T15:43:52.179Z	WEBSOCKET	Normal	0.981	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	31.58	31.58	2024-06-30 15:24:44	31.58
cleaned	716	2026-05-26T15:43:53.179Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.177103	Low	51.177103	Low	111	71.431619	111	Normal	71.431619	111	2026-05-26T15:43:53.179Z	WEBSOCKET	Normal	0.959	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	21.93	21.93	2024-06-30 16:03:08	21.93
cleaned	717	2026-05-26T15:43:54.180Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.154617	Low	51.154617	Low	109	71.465432	109	Normal	71.465432	109	2026-05-26T15:43:54.180Z	WEBSOCKET	Normal	0.892	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	16.45	16.45	2024-06-30 16:44:58	16.45
cleaned	718	2026-05-26T15:43:55.181Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.120943	Low	51.120943	Low	79	71.586863	79	Normal	71.586863	79	2026-05-26T15:43:55.181Z	WEBSOCKET	Normal	0.938	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	8.13	8.13	2024-06-30 17:09:26	8.13
cleaned	719	2026-05-26T15:43:56.189Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.085786	Medium	51.085786	Medium	26	71.438256	26	Congestion	71.438256	26	2026-05-26T15:43:56.181Z	WEBSOCKET	Congestion	0.88	Congestion	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	70.36	70.36	2024-06-30 17:12:46	70.36
cleaned	720	2026-05-26T15:43:57.182Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.139511	Low	51.139511	Low	76	71.434461	76	Normal	71.434461	76	2026-05-26T15:43:57.182Z	WEBSOCKET	Normal	0.972	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	8.99	8.99	2024-06-30 17:25:03	8.99
cleaned	721	2026-05-26T15:43:58.183Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.149805	Low	51.149805	Low	0	71.347463	0	Normal	71.347463	0	2026-05-26T15:43:58.182Z	WEBSOCKET	Normal	0.97	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	5.79	5.79	2024-06-30 17:45:39	5.79
cleaned	722	2026-05-26T15:43:59.184Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.158974	Low	51.158974	Low	117	71.499946	117	Accident	71.499946	117	2026-05-26T15:43:59.184Z	WEBSOCKET	Accident	0.963	Accident	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	31.85	31.85	2024-06-30 17:51:00	31.85
cleaned	723	2026-05-26T15:44:00.185Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.134774	Low	51.134774	Low	96	71.42254	96	Normal	71.42254	96	2026-05-26T15:44:00.184Z	WEBSOCKET	Normal	0.885	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	3.56	3.56	2024-06-30 17:56:00	3.56
cleaned	724	2026-05-26T15:44:01.185Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.097211	Low	51.097211	Low	39	71.423897	39	Normal	71.423897	39	2026-05-26T15:44:01.185Z	WEBSOCKET	Normal	0.925	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	5.27	5.27	2024-06-30 18:09:14	5.27
cleaned	725	2026-05-26T15:44:02.186Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.141233	Low	51.141233	Low	107	71.481335	107	Normal	71.481335	107	2026-05-26T15:44:02.186Z	WEBSOCKET	Normal	0.938	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	8.39	8.39	2024-06-30 18:12:39	8.39
cleaned	726	2026-05-26T15:44:03.185Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.17608	Low	51.17608	Low	63	71.412243	63	Normal	71.412243	63	2026-05-26T15:44:03.185Z	WEBSOCKET	Normal	0.921	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	3.42	3.42	2024-06-30 18:13:04	3.42
cleaned	727	2026-05-26T15:44:04.186Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.140952	Low	51.140952	Low	87	71.488356	87	Normal	71.488356	87	2026-05-26T15:44:04.186Z	WEBSOCKET	Normal	0.889	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	8.6	8.6	2024-06-30 18:20:14	8.6
cleaned	728	2026-05-26T15:44:05.186Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.196039	Low	51.196039	Low	87	71.395288	87	Normal	71.395288	87	2026-05-26T15:44:05.186Z	WEBSOCKET	Normal	0.925	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	4.03	4.03	2024-06-30 18:20:32	4.03
cleaned	729	2026-05-26T15:44:06.187Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.146972	Low	51.146972	Low	95	71.36652	95	Normal	71.36652	95	2026-05-26T15:44:06.187Z	WEBSOCKET	Normal	0.883	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	5.39	5.39	2024-06-30 18:29:11	5.39
cleaned	730	2026-05-26T15:44:07.188Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.167844	Low	51.167844	Low	27	71.409092	27	Normal	71.409092	27	2026-05-26T15:44:07.188Z	WEBSOCKET	Normal	0.94	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	4.64	4.64	2024-06-30 18:32:13	4.64
cleaned	731	2026-05-26T15:44:08.189Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.135271	Low	51.135271	Low	35	71.381604	35	Normal	71.381604	35	2026-05-26T15:44:08.188Z	WEBSOCKET	Normal	0.897	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	3.73	3.73	2024-06-30 18:32:26	3.73
cleaned	732	2026-05-26T15:44:09.189Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.144079	Low	51.144079	Low	0	71.52707	0	Normal	71.52707	0	2026-05-26T15:44:09.189Z	WEBSOCKET	Normal	0.924	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	0.98	0.98	2024-06-30 18:32:42	0.98
cleaned	733	2026-05-26T15:44:10.191Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.129232	Medium	51.129232	Medium	91	71.412868	91	Accident	71.412868	91	2026-05-26T15:44:10.190Z	WEBSOCKET	Accident	0.895	Accident	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	59.5	59.5	2024-06-30 18:36:53	59.5
cleaned	734	2026-05-26T15:44:11.191Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.115685	Low	51.115685	Low	59	71.465825	59	Normal	71.465825	59	2026-05-26T15:44:11.191Z	WEBSOCKET	Normal	0.931	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	1.17	1.17	2024-06-30 18:40:26	1.17
cleaned	735	2026-05-26T15:44:12.192Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.14425	Low	51.14425	Low	45	71.576133	45	Sudden De-celeration	71.576133	45	2026-05-26T15:44:12.192Z	WEBSOCKET	Sudden De-celeration	0.977	Sudden De-celeration	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	21.87	21.87	2024-06-30 18:46:05	21.87
cleaned	736	2026-05-26T15:44:13.192Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.163923	Low	51.163923	Low	12	71.504983	12	Normal	71.504983	12	2026-05-26T15:44:13.192Z	WEBSOCKET	Normal	0.986	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	1.36	1.36	2024-06-30 18:50:37	1.36
cleaned	737	2026-05-26T15:44:14.193Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.168977	High	51.168977	High	76	71.436219	76	Congestion	71.436219	76	2026-05-26T15:44:14.193Z	WEBSOCKET	Congestion	0.982	Congestion	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	94.51	94.51	2024-06-30 18:51:29	94.51
cleaned	738	2026-05-26T15:44:15.194Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.13903	Low	51.13903	Low	65	71.405059	65	Normal	71.405059	65	2026-05-26T15:44:15.193Z	WEBSOCKET	Normal	0.919	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	-0.87	-0.87	2024-06-30 19:11:11	-0.87
cleaned	739	2026-05-26T15:44:16.195Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.099104	Low	51.099104	Low	61	71.435995	61	Normal	71.435995	61	2026-05-26T15:44:16.194Z	WEBSOCKET	Normal	0.884	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	2.23	2.23	2024-06-30 19:13:09	2.23
cleaned	740	2026-05-26T15:44:17.195Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.14734	Low	51.14734	Low	98	71.367889	98	Normal	71.367889	98	2026-05-26T15:44:17.195Z	WEBSOCKET	Normal	0.928	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	3.89	3.89	2024-06-30 19:20:32	3.89
cleaned	741	2026-05-26T15:44:18.196Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.095199	Low	51.095199	Low	25	71.419516	25	Normal	71.419516	25	2026-05-26T15:44:18.196Z	WEBSOCKET	Normal	0.93	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	0.01	0.01	2024-06-30 19:47:01	0.01
cleaned	742	2026-05-26T15:44:19.197Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.191595	Low	51.191595	Low	73	71.37236	73	Normal	71.37236	73	2026-05-26T15:44:19.197Z	WEBSOCKET	Normal	0.986	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	9.25	9.25	2024-06-30 20:28:38	9.25
cleaned	743	2026-05-26T15:44:20.198Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.163068	Low	51.163068	Low	30	71.485415	30	Normal	71.485415	30	2026-05-26T15:44:20.197Z	WEBSOCKET	Normal	0.942	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	10.14	10.14	2024-06-30 20:35:08	10.14
cleaned	744	2026-05-26T15:44:21.198Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.109379	Low	51.109379	Low	19	71.410998	19	Normal	71.410998	19	2026-05-26T15:44:21.198Z	WEBSOCKET	Normal	0.91	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	13.18	13.18	2024-06-30 20:36:38	13.18
cleaned	745	2026-05-26T15:44:22.199Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.196789	Low	51.196789	Low	81	71.399399	81	Normal	71.399399	81	2026-05-26T15:44:22.199Z	WEBSOCKET	Normal	0.977	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	13.36	13.36	2024-06-30 21:04:14	13.36
cleaned	746	2026-05-26T15:44:23.200Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.137521	Low	51.137521	Low	62	71.402981	62	Normal	71.402981	62	2026-05-26T15:44:23.199Z	WEBSOCKET	Normal	0.954	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	25.01	25.01	2024-06-30 21:12:17	25.01
cleaned	747	2026-05-26T15:44:24.200Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.145111	Low	51.145111	Low	68	71.423	68	Normal	71.423	68	2026-05-26T15:44:24.200Z	WEBSOCKET	Normal	0.951	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	39.51	39.51	2024-06-30 22:09:37	39.51
cleaned	748	2026-05-26T15:44:25.201Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.097444	Low	51.097444	Low	25	71.437908	25	Normal	71.437908	25	2026-05-26T15:44:25.201Z	WEBSOCKET	Normal	0.973	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	43.04	43.04	2024-06-30 22:31:22	43.04
cleaned	749	2026-05-26T15:44:26.202Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.128305	Low	51.128305	Low	80	71.399597	80	Normal	71.399597	80	2026-05-26T15:44:26.201Z	WEBSOCKET	Normal	0.93	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	52.89	52.89	2024-06-30 22:47:21	52.89
cleaned	750	2026-05-26T15:44:27.202Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.130137	Low	51.130137	Low	112	71.401643	112	Normal	71.401643	112	2026-05-26T15:44:27.202Z	WEBSOCKET	Normal	0.973	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	46.44	46.44	2024-06-30 22:53:53	46.44
cleaned	751	2026-05-26T15:44:28.204Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.111132	Low	51.111132	Low	98	71.462787	98	Normal	71.462787	98	2026-05-26T15:44:28.203Z	WEBSOCKET	Normal	0.987	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	50.09	50.09	2024-06-30 22:54:24	50.09
cleaned	752	2026-05-26T15:44:29.204Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.177281	Low	51.177281	Low	78	71.417157	78	Normal	71.417157	78	2026-05-26T15:44:29.204Z	WEBSOCKET	Normal	0.895	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	71.53	71.53	2024-06-30 23:54:34	71.53
cleaned	753	2026-05-26T15:44:30.205Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.124441	High	51.124441	High	92	71.601819	92	Congestion	71.601819	92	2026-05-26T15:44:30.204Z	WEBSOCKET	Congestion	0.94	Congestion	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	164.13	164.13	2024-07-01 00:10:33	164.13
cleaned	754	2026-05-26T15:44:31.205Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.142653	Low	51.142653	Low	65	71.427988	65	Normal	71.427988	65	2026-05-26T15:44:31.205Z	WEBSOCKET	Normal	0.956	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	75.62	75.62	2024-07-01 00:42:12	75.62
cleaned	755	2026-05-26T15:44:32.206Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.089615	Low	51.089615	Low	112	71.412383	112	Normal	71.412383	112	2026-05-26T15:44:32.206Z	WEBSOCKET	Normal	0.898	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	78.92	78.92	2024-07-01 00:47:06	78.92
cleaned	756	2026-05-26T15:44:33.206Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.195532	Low	51.195532	Low	71	71.408067	71	Normal	71.408067	71	2026-05-26T15:44:33.205Z	WEBSOCKET	Normal	0.885	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	79.95	79.95	2024-07-01 00:59:02	79.95
cleaned	757	2026-05-26T15:44:34.207Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.177817	Low	51.177817	Low	24	71.416083	24	Normal	71.416083	24	2026-05-26T15:44:34.206Z	WEBSOCKET	Normal	0.987	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	77.37	77.37	2024-07-01 01:30:24	77.37
cleaned	758	2026-05-26T15:44:35.207Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.166588	Low	51.166588	Low	99	71.531516	99	Normal	71.531516	99	2026-05-26T15:44:35.207Z	WEBSOCKET	Normal	0.953	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	78.69	78.69	2024-07-01 03:30:28	78.69
cleaned	759	2026-05-26T15:44:36.208Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.16369	Low	51.16369	Low	32	71.43352	32	Normal	71.43352	32	2026-05-26T15:44:36.208Z	WEBSOCKET	Normal	0.896	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	78.51	78.51	2024-07-01 03:39:46	78.51
cleaned	760	2026-05-26T15:44:37.209Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.093716	Low	51.093716	Low	69	71.49855	69	Normal	71.49855	69	2026-05-26T15:44:37.208Z	WEBSOCKET	Normal	0.954	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	74.97	74.97	2024-07-01 04:17:22	74.97
cleaned	761	2026-05-26T15:44:38.210Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.134895	Low	51.134895	Low	75	71.41725	75	Normal	71.41725	75	2026-05-26T15:44:38.209Z	WEBSOCKET	Normal	0.897	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	68.5	68.5	2024-07-01 04:21:25	68.5
cleaned	762	2026-05-26T15:44:39.210Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.103109	Low	51.103109	Low	53	71.453191	53	Normal	71.453191	53	2026-05-26T15:44:39.210Z	WEBSOCKET	Normal	0.978	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	67.68	67.68	2024-07-01 04:39:33	67.68
cleaned	763	2026-05-26T15:44:40.212Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.121411	Low	51.121411	Low	25	71.40038	25	Normal	71.40038	25	2026-05-26T15:44:40.211Z	WEBSOCKET	Normal	0.884	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	71.46	71.46	2024-07-01 04:40:40	71.46
cleaned	764	2026-05-26T15:44:41.211Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.16087	Low	51.16087	Low	90	71.46069	90	Normal	71.46069	90	2026-05-26T15:44:41.211Z	WEBSOCKET	Normal	0.963	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	73.8	73.8	2024-07-01 04:52:26	73.8
cleaned	765	2026-05-26T15:44:42.212Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.150734	Low	51.150734	Low	8	71.54378	8	Normal	71.54378	8	2026-05-26T15:44:42.211Z	WEBSOCKET	Normal	0.912	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	64.05	64.05	2024-07-01 05:08:12	64.05
cleaned	766	2026-05-26T15:44:43.212Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.146581	High	51.146581	High	104	71.384654	104	Accident	71.384654	104	2026-05-26T15:44:43.212Z	WEBSOCKET	Accident	0.925	Accident	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	102.81	102.81	2024-07-01 05:39:18	102.81
cleaned	767	2026-05-26T15:44:44.213Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.146553	Low	51.146553	Low	9	71.428301	9	Normal	71.428301	9	2026-05-26T15:44:44.213Z	WEBSOCKET	Normal	0.884	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	66.36	66.36	2024-07-01 06:03:16	66.36
cleaned	768	2026-05-26T15:44:45.214Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.145465	Low	51.145465	Low	49	71.473127	49	Normal	71.473127	49	2026-05-26T15:44:45.213Z	WEBSOCKET	Normal	0.888	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	63.99	63.99	2024-07-01 06:35:04	63.99
cleaned	769	2026-05-26T15:44:46.214Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.13231	High	51.13231	High	67	71.380739	67	Congestion	71.380739	67	2026-05-26T15:44:46.214Z	WEBSOCKET	Congestion	0.913	Congestion	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	152.49	152.49	2024-07-01 06:35:20	152.49
cleaned	770	2026-05-26T15:44:47.215Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.137879	Low	51.137879	Low	77	71.390363	77	Normal	71.390363	77	2026-05-26T15:44:47.215Z	WEBSOCKET	Normal	0.909	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	54.82	54.82	2024-07-01 07:18:32	54.82
cleaned	771	2026-05-26T15:44:48.216Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.165	Low	51.165	Low	68	71.413752	68	Normal	71.413752	68	2026-05-26T15:44:48.216Z	WEBSOCKET	Normal	0.957	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	55.24	55.24	2024-07-01 07:30:23	55.24
cleaned	772	2026-05-26T15:44:49.217Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.125271	Low	51.125271	Low	114	71.519924	114	Normal	71.519924	114	2026-05-26T15:44:49.216Z	WEBSOCKET	Normal	0.909	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	52.51	52.51	2024-07-01 07:32:17	52.51
cleaned	773	2026-05-26T15:44:50.217Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.172199	Low	51.172199	Low	42	71.487121	42	Normal	71.487121	42	2026-05-26T15:44:50.217Z	WEBSOCKET	Normal	0.93	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	58.67	58.67	2024-07-01 07:44:09	58.67
cleaned	774	2026-05-26T15:44:51.218Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.174081	Low	51.174081	Low	68	71.434249	68	Normal	71.434249	68	2026-05-26T15:44:51.218Z	WEBSOCKET	Normal	0.906	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	59.4	59.4	2024-07-01 08:04:49	59.4
cleaned	775	2026-05-26T15:44:52.219Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.106258	Low	51.106258	Low	15	71.490398	15	Normal	71.490398	15	2026-05-26T15:44:52.219Z	WEBSOCKET	Normal	0.898	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	58.25	58.25	2024-07-01 08:06:45	58.25
cleaned	776	2026-05-26T15:44:53.219Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.135676	Low	51.135676	Low	90	71.405504	90	Normal	71.405504	90	2026-05-26T15:44:53.219Z	WEBSOCKET	Normal	0.969	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	58.41	58.41	2024-07-01 08:21:07	58.41
cleaned	777	2026-05-26T15:44:54.220Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.198642	High	51.198642	High	86	71.371069	86	Sudden De-celeration	71.371069	86	2026-05-26T15:44:54.220Z	WEBSOCKET	Sudden De-celeration	0.936	Sudden De-celeration	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	84.15	84.15	2024-07-01 08:25:10	84.15
cleaned	778	2026-05-26T15:44:55.221Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.13136	Low	51.13136	Low	110	71.599143	110	Normal	71.599143	110	2026-05-26T15:44:55.221Z	WEBSOCKET	Normal	0.921	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	55.08	55.08	2024-07-01 08:42:17	55.08
cleaned	779	2026-05-26T15:44:56.222Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.17998	Low	51.17998	Low	116	71.439403	116	Normal	71.439403	116	2026-05-26T15:44:56.222Z	WEBSOCKET	Normal	0.94	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	64.11	64.11	2024-07-01 08:47:58	64.11
cleaned	780	2026-05-26T15:44:57.223Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.17412	Low	51.17412	Low	33	71.399158	33	Normal	71.399158	33	2026-05-26T15:44:57.222Z	WEBSOCKET	Normal	0.965	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	63.94	63.94	2024-07-01 08:52:16	63.94
cleaned	781	2026-05-26T15:44:58.223Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.124966	Low	51.124966	Low	57	71.480912	57	Normal	71.480912	57	2026-05-26T15:44:58.223Z	WEBSOCKET	Normal	0.94	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	62.25	62.25	2024-07-01 08:53:33	62.25
cleaned	782	2026-05-26T15:44:59.224Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.154305	Low	51.154305	Low	38	71.455799	38	Normal	71.455799	38	2026-05-26T15:44:59.224Z	WEBSOCKET	Normal	0.967	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	59.84	59.84	2024-07-01 09:06:35	59.84
cleaned	783	2026-05-26T15:45:00.225Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.145432	Low	51.145432	Low	99	71.526815	99	Normal	71.526815	99	2026-05-26T15:45:00.225Z	WEBSOCKET	Normal	0.954	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	59.6	59.6	2024-07-01 09:14:16	59.6
cleaned	784	2026-05-26T15:45:01.226Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.157338	Low	51.157338	Low	30	71.529994	30	Normal	71.529994	30	2026-05-26T15:45:01.225Z	WEBSOCKET	Normal	0.937	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	60.47	60.47	2024-07-01 09:23:36	60.47
cleaned	785	2026-05-26T15:45:02.226Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.119638	Low	51.119638	Low	83	71.413718	83	Normal	71.413718	83	2026-05-26T15:45:02.226Z	WEBSOCKET	Normal	0.917	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Car	Car	61.34	61.34	2024-07-01 09:25:26	61.34
cleaned	786	2026-05-26T15:45:03.226Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.131145	Low	51.131145	Low	114	71.453587	114	Normal	71.453587	114	2026-05-26T15:45:03.226Z	WEBSOCKET	Normal	0.911	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	68.15	68.15	2024-07-01 09:40:45	68.15
cleaned	787	2026-05-26T15:45:04.227Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.159153	Low	51.159153	Low	82	71.412502	82	Normal	71.412502	82	2026-05-26T15:45:04.226Z	WEBSOCKET	Normal	0.957	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	66.43	66.43	2024-07-01 10:25:24	66.43
cleaned	788	2026-05-26T15:45:05.227Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.126522	Low	51.126522	Low	38	71.432078	38	Normal	71.432078	38	2026-05-26T15:45:05.227Z	WEBSOCKET	Normal	0.919	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	66.54	66.54	2024-07-01 10:37:39	66.54
cleaned	789	2026-05-26T15:45:06.228Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.218081	Low	51.218081	Low	119	71.517083	119	Normal	71.517083	119	2026-05-26T15:45:06.228Z	WEBSOCKET	Normal	0.895	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bus	Bus	64.49	64.49	2024-07-01 11:05:56	64.49
cleaned	790	2026-05-26T15:45:07.229Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.161472	Low	51.161472	Low	115	71.374607	115	Normal	71.374607	115	2026-05-26T15:45:07.229Z	WEBSOCKET	Normal	0.97	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	67.14	67.14	2024-07-01 11:24:52	67.14
cleaned	791	2026-05-26T15:45:08.230Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.119969	Low	51.119969	Low	108	71.48648	108	Normal	71.48648	108	2026-05-26T15:45:08.230Z	WEBSOCKET	Normal	0.888	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	68.53	68.53	2024-07-01 11:54:47	68.53
cleaned	792	2026-05-26T15:45:09.230Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.102889	Low	51.102889	Low	45	71.455649	45	Normal	71.455649	45	2026-05-26T15:45:09.230Z	WEBSOCKET	Normal	0.985	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	64.19	64.19	2024-07-01 12:44:54	64.19
cleaned	793	2026-05-26T15:45:10.231Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.170073	Low	51.170073	Low	26	71.407393	26	Normal	71.407393	26	2026-05-26T15:45:10.231Z	WEBSOCKET	Normal	0.896	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	67.21	67.21	2024-07-01 12:46:15	67.21
cleaned	794	2026-05-26T15:45:11.232Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.173573	Low	51.173573	Low	72	71.429473	72	Normal	71.429473	72	2026-05-26T15:45:11.232Z	WEBSOCKET	Normal	0.908	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	62.71	62.71	2024-07-01 12:59:42	62.71
cleaned	795	2026-05-26T15:45:12.233Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.154378	Low	51.154378	Low	60	71.371345	60	Normal	71.371345	60	2026-05-26T15:45:12.233Z	WEBSOCKET	Normal	0.973	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Motorcycle	Motorcycle	51.91	51.91	2024-07-01 13:36:07	51.91
cleaned	796	2026-05-26T15:45:13.234Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.13708	Low	51.13708	Low	105	71.403203	105	Normal	71.403203	105	2026-05-26T15:45:13.233Z	WEBSOCKET	Normal	0.941	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	50.71	50.71	2024-07-01 14:02:12	50.71
cleaned	797	2026-05-26T15:45:14.234Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.13095	Low	51.13095	Low	64	71.508282	64	Normal	71.508282	64	2026-05-26T15:45:14.234Z	WEBSOCKET	Normal	0.947	Normal	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Bicycle	Bicycle	44.22	44.22	2024-07-01 15:03:12	44.22
cleaned	798	2026-05-26T15:45:15.235Z	cmpmsl5eh0003qo3cjopanalb	astana traffic	WEBSOCKET	SIMULATED	traffic	Astana	Astana	51.109895	High	51.109895	High	97	71.415058	97	Accident	71.415058	97	2026-05-26T15:45:15.235Z	WEBSOCKET	Accident	0.964	Accident	traffic	astana_semi_synthetic	astana_synthetic_data.csv	Truck	Truck	90.19	90.19	2024-07-01 15:10:27	90.19

End of preview. Expand in Data Studio

Flowmatic Smart City Dataset

Flowmatic smart-city dataset with hourly UTC CSV partitions. 3 hour file(s), 500 total row(s). Files live under data/hourly/ and are indexed in data/hourly/manifest.json.

Pipeline run: cmpmwqy3j005joo3crz8pe451
Updated: 2026-05-26T17:27:13.937Z
Partition scheme: hourly-utc
Manifest: data/hourly/manifest.json

Hourly CSV layout

Rows are grouped by eventTime into one CSV per UTC hour:

Directory: data/hourly/
File pattern: YYYY-MM-DDTHH.csv (example: data/hourly/2026-05-21T14.csv)
Append exports merge only within the touched hour file(s), not the whole dataset.

Hour (UTC)	File	Rows	Updated
2026-05-26 15:00–15:59 UTC	`data/hourly/2026-05-26T15.csv`	424	2026-05-26T17:27:12.017Z
2026-05-26 16:00–16:59 UTC	`data/hourly/2026-05-26T16.csv`	25	2026-05-26T17:27:12.949Z
2026-05-26 17:00–17:59 UTC	`data/hourly/2026-05-26T17.csv`	51	2026-05-26T17:27:13.937Z

Preview (latest exported rows)

stage	eventId	eventTime	sourceId	sourceName	sourceType	sourceMode	sensorType	location	city	Latitude	Severity	latitude	severity	speedKmh	Longitude	Speed_kmh	eventType	longitude	speed_kmh	timestamp	transport	Event_Type	confidence	event_type	sensorKind	streamKind	derivedFrom	vehicleType	vehicle_type	trafficDensity	Traffic_Density	sourceTimestamp	traffic_density
"cleaned"	"76"	"2026-05-26T17:26:41.448Z"	"cmpmsl5eh0003qo3cjopanalb"	"astana traffic"	"WEBSOCKET"	"SIMULATED"	"traffic"	"Astana"	"Astana"	51.166809	"Low"	51.166809	"Low"	34	71.43913	34	"Normal"	71.43913	34	"2026-05-26T17:26:41.425Z"	"WEBSOCKET"	"Normal"	0.971	"Normal"	"traffic"	"astana_semi_synthetic"	"astana_synthetic_data.csv"	"Bus"	"Bus"	69.2	69.2	"2024-06-23 00:07:22"	69.2
"cleaned"	"75"	"2026-05-26T17:26:40.424Z"	"cmpmsl5eh0003qo3cjopanalb"	"astana traffic"	"WEBSOCKET"	"SIMULATED"	"traffic"	"Astana"	"Astana"	51.14724	"Low"	51.14724	"Low"	115	71.376652	115	"Normal"	71.376652	115	"2026-05-26T17:26:40.424Z"	"WEBSOCKET"	"Normal"	0.963	"Normal"	"traffic"	"astana_semi_synthetic"	"astana_synthetic_data.csv"	"Car"	"Car"	62.47	62.47	"2024-06-22 23:54:44"	62.47
"cleaned"	"74"	"2026-05-26T17:26:39.422Z"	"cmpmsl5eh0003qo3cjopanalb"	"astana traffic"	"WEBSOCKET"	"SIMULATED"	"traffic"	"Astana"	"Astana"	51.163067	"Low"	51.163067	"Low"	47	71.460097	47	"Normal"	71.460097	47	"2026-05-26T17:26:39.422Z"	"WEBSOCKET"	"Normal"	0.971	"Normal"	"traffic"	"astana_semi_synthetic"	"astana_synthetic_data.csv"	"Bicycle"	"Bicycle"	66.64	66.64	"2024-06-22 23:46:30"	66.64
"cleaned"	"73"	"2026-05-26T17:26:38.420Z"	"cmpmsl5eh0003qo3cjopanalb"	"astana traffic"	"WEBSOCKET"	"SIMULATED"	"traffic"	"Astana"	"Astana"	51.183151	"Low"	51.183151	"Low"	69	71.373224	69	"Normal"	71.373224	69	"2026-05-26T17:26:38.420Z"	"WEBSOCKET"	"Normal"	0.934	"Normal"	"traffic"	"astana_semi_synthetic"	"astana_synthetic_data.csv"	"Bus"	"Bus"	58.75	58.75	"2024-06-22 23:38:36"	58.75
"cleaned"	"72"	"2026-05-26T17:26:37.422Z"	"cmpmsl5eh0003qo3cjopanalb"	"astana traffic"	"WEBSOCKET"	"SIMULATED"	"traffic"	"Astana"	"Astana"	51.131677	"Low"	51.131677	"Low"	61	71.441112	61	"Normal"	71.441112	61	"2026-05-26T17:26:37.417Z"	"WEBSOCKET"	"Normal"	0.965	"Normal"	"traffic"	"astana_semi_synthetic"	"astana_synthetic_data.csv"	"Bus"	"Bus"	57.98	57.98	"2024-06-22 23:19:37"	57.98

Usage

from datasets import load_dataset

# Loads all hourly CSV parts as one split
ds = load_dataset("pushthetempo/astana_traffic", data_files="data/hourly/*.csv", split="train")

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