Split (1)

train · 300k rows

slice_id stringlengths 11 11	timestamp timestamp[ns]date 2025-09-01 00:00:00 2025-10-01 23:59:00	tower_id stringlengths 8 8	city stringclasses 4 values	slice_type stringclasses 3 values	use_case stringclasses 12 values	throughput_mbps float64 0.1 1,000	latency_ms float64 1 200	reliability_percent float64 90 100	active_connections int64 1 1k	bandwidth_allocated_mhz int64 20 100	resource_utilization_percent float64 30 95	operator stringclasses 4 values	sla_met bool 2 classes
SLC00299901	2025-09-07T20:09:00	LAG-4569	Lagos	embb	cloud_gaming	780.89	25.9	96.4	42	31	59.77	Glo	true
SLC00299902	2025-09-19T03:02:00	POR-5782	Port Harcourt	urllc	smart_grid	66.31	5.25	99.941	87	36	46.08	MTN	true
SLC00299903	2025-09-08T04:44:00	ABU-4891	Abuja	mmtc	agriculture	3.07	158.56	95.78	999	72	79.32	Glo	true
SLC00299904	2025-09-02T17:15:00	KAN-6543	Kano	embb	cloud_gaming	173.97	10.27	99.69	88	33	68.12	MTN	false
SLC00299905	2025-10-01T03:28:00	KAN-8590	Kano	embb	video_streaming	444.97	13.44	97.22	80	90	50.04	MTN	true
SLC00299906	2025-09-16T00:26:00	LAG-4194	Lagos	embb	cloud_gaming	270.13	23.03	96.41	82	99	68.44	Airtel	true
SLC00299907	2025-09-30T03:48:00	ABU-1183	Abuja	embb	ar_vr	931.24	11.32	95.2	100	77	48.48	Glo	true
SLC00299908	2025-09-20T14:52:00	LAG-8929	Lagos	embb	4k_video	230.78	20.25	97.33	21	82	45.68	MTN	true
SLC00299909	2025-09-01T02:35:00	KAN-4023	Kano	urllc	smart_grid	69.58	2.91	99.993	54	96	75.41	Glo	false
SLC00299910	2025-09-21T22:48:00	ABU-8612	Abuja	mmtc	agriculture	8.71	154.46	93.65	198	37	80.81	Airtel	true
SLC00299911	2025-09-22T11:32:00	POR-5776	Port Harcourt	urllc	remote_surgery	63.82	9.16	99.984	8	27	37.51	MTN	true
SLC00299912	2025-09-26T16:18:00	ABU-4553	Abuja	embb	ar_vr	502.23	14.57	97.52	19	20	51.84	Glo	true
SLC00299913	2025-09-19T00:08:00	POR-3162	Port Harcourt	embb	ar_vr	247.75	25.5	95.23	54	60	75.05	Airtel	true
SLC00299914	2025-09-30T12:54:00	KAN-4993	Kano	mmtc	smart_city	4.89	184.17	95.98	826	50	34.16	MTN	true
SLC00299915	2025-09-26T23:33:00	KAN-3472	Kano	mmtc	environmental_monitoring	2.7	170.03	92.26	564	23	47.26	Airtel	true
SLC00299916	2025-09-28T10:23:00	KAN-9084	Kano	embb	ar_vr	233.91	24.68	96.95	24	77	60.96	9mobile	true
SLC00299917	2025-09-06T06:57:00	LAG-1294	Lagos	embb	video_streaming	662.39	12.11	95.09	61	25	66.09	Glo	true
SLC00299918	2025-09-19T18:53:00	POR-8609	Port Harcourt	urllc	remote_surgery	16.75	2.39	99.97	99	50	44.81	9mobile	true
SLC00299919	2025-09-25T05:36:00	LAG-4955	Lagos	embb	4k_video	734.87	24.09	99.81	34	58	48.93	Glo	true
SLC00299920	2025-09-04T21:23:00	POR-4632	Port Harcourt	urllc	remote_surgery	99.98	5.16	99.978	85	62	80.15	Airtel	true
SLC00299921	2025-09-12T20:18:00	ABU-9662	Abuja	mmtc	environmental_monitoring	1.1	61.42	96.02	567	60	93.47	Glo	true
SLC00299922	2025-09-08T02:53:00	KAN-3429	Kano	embb	cloud_gaming	163.05	18.35	96.58	78	45	74.5	9mobile	true
SLC00299923	2025-09-18T11:48:00	LAG-3876	Lagos	embb	video_streaming	490.18	17.55	97.66	29	49	90.07	Glo	true
SLC00299924	2025-09-17T18:55:00	POR-7946	Port Harcourt	mmtc	iot_sensors	7.18	101.16	91.64	540	86	33.92	Airtel	true
SLC00299925	2025-09-03T23:21:00	LAG-1807	Lagos	embb	cloud_gaming	339.05	12.85	96.28	76	95	62.04	Glo	true
SLC00299926	2025-09-13T11:51:00	ABU-5496	Abuja	mmtc	agriculture	5.2	66.42	94.86	190	64	63.74	9mobile	true
SLC00299927	2025-10-01T01:22:00	LAG-8169	Lagos	urllc	remote_surgery	23.05	4.59	99.917	77	69	31.05	Airtel	true
SLC00299928	2025-10-01T21:52:00	ABU-4060	Abuja	mmtc	environmental_monitoring	1.85	141.66	94.74	643	82	61.53	MTN	true
SLC00299929	2025-09-13T07:21:00	ABU-9911	Abuja	embb	video_streaming	390.9	16.49	96.9	49	83	94.13	9mobile	true
SLC00299930	2025-09-06T07:15:00	KAN-2569	Kano	mmtc	smart_city	4.61	119.3	94.69	625	34	44.07	MTN	true
SLC00299931	2025-09-20T07:29:00	POR-2746	Port Harcourt	embb	4k_video	401.33	25.4	99.15	7	32	56.9	MTN	true
SLC00299932	2025-09-26T10:17:00	POR-7618	Port Harcourt	embb	ar_vr	357.72	10.47	95.64	23	87	80.82	Glo	true
SLC00299933	2025-09-16T19:15:00	LAG-7909	Lagos	mmtc	agriculture	0.21	188.77	90.03	71	22	49.66	MTN	true
SLC00299934	2025-09-10T13:12:00	POR-6519	Port Harcourt	embb	video_streaming	448.65	18.44	99.14	47	55	41.09	Airtel	true
SLC00299935	2025-09-11T16:51:00	POR-5478	Port Harcourt	embb	cloud_gaming	607.7	29.57	96.72	82	33	86.64	9mobile	true
SLC00299936	2025-09-28T06:59:00	POR-2756	Port Harcourt	embb	ar_vr	197.1	26.54	98.93	39	58	46.88	9mobile	true
SLC00299937	2025-09-18T09:19:00	KAN-3347	Kano	urllc	industrial_automation	75.04	7.21	99.956	19	66	42.58	MTN	false
SLC00299938	2025-10-01T17:41:00	KAN-2696	Kano	urllc	autonomous_vehicles	19.55	1.3	99.973	70	29	94.37	Glo	true
SLC00299939	2025-09-29T19:09:00	KAN-6859	Kano	embb	ar_vr	365.36	14	98.51	83	38	53.91	Airtel	true
SLC00299940	2025-09-15T14:10:00	LAG-4779	Lagos	urllc	autonomous_vehicles	33.37	4.37	99.956	31	58	76.73	MTN	true
SLC00299941	2025-09-28T02:52:00	ABU-9916	Abuja	urllc	remote_surgery	95.38	1.9	99.923	22	35	52.06	Airtel	true
SLC00299942	2025-09-03T03:58:00	KAN-3127	Kano	mmtc	environmental_monitoring	4.35	181.54	94.14	311	54	61.52	MTN	true
SLC00299943	2025-09-20T02:47:00	POR-5318	Port Harcourt	urllc	autonomous_vehicles	25.72	4.07	99.976	51	52	47.74	Airtel	true
SLC00299944	2025-09-26T00:17:00	POR-5841	Port Harcourt	embb	4k_video	157.79	14.03	96.48	81	82	53.08	MTN	true
SLC00299945	2025-09-11T17:35:00	ABU-8620	Abuja	mmtc	smart_city	6.27	61.9	98.17	413	40	76.77	MTN	false
SLC00299946	2025-09-15T07:34:00	LAG-8699	Lagos	mmtc	agriculture	6.04	108.38	90.86	412	24	88.98	MTN	true
SLC00299947	2025-09-04T06:19:00	LAG-9352	Lagos	mmtc	iot_sensors	5.38	90.82	97.53	862	63	45.67	9mobile	true
SLC00299948	2025-09-22T17:59:00	KAN-1816	Kano	embb	cloud_gaming	954.19	13.8	97.87	100	23	43.66	Airtel	true
SLC00299949	2025-09-07T04:55:00	POR-3434	Port Harcourt	embb	video_streaming	428.4	25.4	95.81	69	53	79.24	9mobile	true
SLC00299950	2025-09-05T07:04:00	ABU-9706	Abuja	embb	4k_video	661.26	14.94	97.81	59	97	31.67	Airtel	true
SLC00299951	2025-09-28T23:57:00	ABU-3932	Abuja	embb	cloud_gaming	897.81	15.76	95.5	9	81	61.64	MTN	true
SLC00299952	2025-09-23T23:03:00	KAN-1588	Kano	embb	4k_video	658.71	25.38	97.85	5	73	54.52	MTN	true
SLC00299953	2025-09-09T02:38:00	POR-9752	Port Harcourt	mmtc	environmental_monitoring	5.92	120.75	91.5	376	27	84.08	MTN	true
SLC00299954	2025-10-01T02:31:00	ABU-8938	Abuja	embb	cloud_gaming	815.66	29.67	96.98	32	87	78.04	Glo	true
SLC00299955	2025-09-09T14:23:00	POR-1283	Port Harcourt	mmtc	iot_sensors	0.14	73.39	90.78	167	54	87.2	Airtel	true
SLC00299956	2025-10-01T01:09:00	ABU-8896	Abuja	urllc	smart_grid	72.48	2.68	99.96	26	22	93.83	Airtel	true
SLC00299957	2025-09-19T18:09:00	LAG-9585	Lagos	mmtc	iot_sensors	4.21	174.21	97.06	926	73	63.15	Airtel	true
SLC00299958	2025-09-24T13:19:00	KAN-6067	Kano	urllc	autonomous_vehicles	22.19	6.36	99.998	91	83	79.77	9mobile	true
SLC00299959	2025-09-18T04:12:00	KAN-7285	Kano	embb	video_streaming	143.16	18.45	99.35	39	91	60.59	MTN	true
SLC00299960	2025-09-29T11:57:00	LAG-1990	Lagos	mmtc	agriculture	6.51	64.62	92.12	121	92	49.36	9mobile	true
SLC00299961	2025-09-30T05:00:00	ABU-5410	Abuja	embb	4k_video	985.41	15.03	98.07	57	93	56.76	MTN	true
SLC00299962	2025-09-21T21:44:00	ABU-5103	Abuja	mmtc	iot_sensors	4.42	185.81	95.22	28	25	64.72	MTN	false
SLC00299963	2025-09-18T02:39:00	KAN-1876	Kano	mmtc	iot_sensors	2.28	185.04	93.69	737	20	73.25	Airtel	true
SLC00299964	2025-09-22T06:15:00	KAN-5068	Kano	embb	video_streaming	662.33	25.63	97.2	61	71	81.07	Airtel	false
SLC00299965	2025-09-19T15:39:00	LAG-6836	Lagos	embb	cloud_gaming	918.38	23.8	95.78	44	38	73.23	MTN	true
SLC00299966	2025-09-07T00:40:00	ABU-3291	Abuja	embb	cloud_gaming	143.69	25.58	95.01	94	47	37.06	Glo	true
SLC00299967	2025-09-02T10:15:00	LAG-2342	Lagos	urllc	industrial_automation	69.04	2.12	99.915	3	58	85.15	Glo	true
SLC00299968	2025-09-06T10:35:00	ABU-5581	Abuja	mmtc	iot_sensors	6.6	134.81	94.09	99	77	94.22	Airtel	true
SLC00299969	2025-09-22T20:32:00	ABU-8142	Abuja	embb	cloud_gaming	578.87	19.52	98.71	16	59	46.65	Glo	true
SLC00299970	2025-09-25T17:47:00	POR-9600	Port Harcourt	mmtc	smart_city	6.87	129.18	92.72	310	61	53.78	Airtel	true
SLC00299971	2025-09-13T17:44:00	POR-2407	Port Harcourt	urllc	industrial_automation	60.84	7.01	99.944	71	31	91.83	Airtel	true
SLC00299972	2025-09-05T01:24:00	POR-1357	Port Harcourt	embb	cloud_gaming	682.25	21.97	96.16	14	30	41.79	Airtel	true
SLC00299973	2025-10-01T06:17:00	POR-4117	Port Harcourt	mmtc	environmental_monitoring	9.52	144.35	92.66	158	71	70.58	Glo	true
SLC00299974	2025-09-19T16:35:00	LAG-9839	Lagos	urllc	autonomous_vehicles	24.32	6.35	99.96	31	36	33.9	Glo	true
SLC00299975	2025-09-23T04:29:00	KAN-1638	Kano	mmtc	smart_city	9.68	165.88	90.55	71	75	78.98	MTN	true
SLC00299976	2025-09-14T01:16:00	ABU-5802	Abuja	mmtc	smart_city	5.71	86.72	94.97	416	48	86.96	MTN	true
SLC00299977	2025-09-23T16:12:00	POR-2017	Port Harcourt	urllc	industrial_automation	49.84	5.84	99.961	91	73	37.93	Glo	false
SLC00299978	2025-09-11T14:26:00	ABU-1528	Abuja	embb	video_streaming	674.41	21.13	95.89	27	65	62.38	MTN	true
SLC00299979	2025-09-16T08:53:00	ABU-2265	Abuja	urllc	industrial_automation	40.06	2.18	99.982	43	21	69.91	9mobile	true
SLC00299980	2025-09-27T10:43:00	LAG-9204	Lagos	embb	ar_vr	200.36	11.87	99.7	81	74	85.16	Airtel	true
SLC00299981	2025-09-20T08:15:00	KAN-6666	Kano	mmtc	agriculture	0.6	57.51	90.76	922	62	40.55	9mobile	true
SLC00299982	2025-10-01T06:12:00	POR-3980	Port Harcourt	embb	cloud_gaming	973.89	10.85	95.75	49	39	84.45	9mobile	true
SLC00299983	2025-09-18T08:25:00	POR-1610	Port Harcourt	mmtc	environmental_monitoring	0.46	92.45	90.02	282	96	51.79	Glo	true
SLC00299984	2025-09-09T20:38:00	LAG-8805	Lagos	mmtc	agriculture	9.37	102.75	90.93	502	49	33.97	9mobile	true
SLC00299985	2025-09-12T23:43:00	ABU-7319	Abuja	urllc	remote_surgery	39.07	5.27	99.913	22	82	52.94	Glo	true
SLC00299986	2025-09-12T03:41:00	LAG-7316	Lagos	embb	video_streaming	360.11	22.4	96.99	16	90	93.23	MTN	true
SLC00299987	2025-09-25T11:24:00	POR-6996	Port Harcourt	mmtc	agriculture	6.25	127.55	95.63	138	66	52.6	Glo	true
SLC00299988	2025-09-05T11:16:00	KAN-9183	Kano	urllc	remote_surgery	99.02	6.41	99.905	83	31	52.43	Airtel	false
SLC00299989	2025-09-08T06:03:00	POR-3780	Port Harcourt	mmtc	smart_city	8.92	90.3	96.83	177	54	33.18	Airtel	true
SLC00299990	2025-09-10T04:40:00	LAG-3688	Lagos	mmtc	iot_sensors	0.38	90.48	93.47	847	77	59.35	MTN	true
SLC00299991	2025-09-07T22:31:00	ABU-8942	Abuja	embb	ar_vr	521.76	10.74	95.68	33	73	79.05	Airtel	true
SLC00299992	2025-09-21T22:00:00	POR-5707	Port Harcourt	embb	4k_video	286.18	16.7	98.2	78	32	79.84	Glo	true
SLC00299993	2025-09-20T02:57:00	KAN-2438	Kano	embb	video_streaming	844.2	19.06	96.72	90	93	77.59	Airtel	true
SLC00299994	2025-09-11T14:34:00	POR-4123	Port Harcourt	urllc	industrial_automation	87.07	4.52	99.976	15	54	50.52	Glo	true
SLC00299995	2025-09-30T09:46:00	LAG-7685	Lagos	mmtc	iot_sensors	7.9	148.81	97.89	717	100	47.5	Glo	true
SLC00299996	2025-09-28T11:16:00	LAG-5797	Lagos	embb	cloud_gaming	982.64	23.13	99.15	20	51	89.94	MTN	true
SLC00299997	2025-09-28T16:08:00	POR-5034	Port Harcourt	mmtc	smart_city	1.7	96.85	93.77	686	99	40.44	9mobile	true
SLC00299998	2025-09-10T22:52:00	KAN-9502	Kano	urllc	autonomous_vehicles	10.54	8.2	99.904	40	72	35.07	MTN	true
SLC00299999	2025-09-26T17:51:00	ABU-8010	Abuja	mmtc	agriculture	7	56.53	94.4	88	81	49.89	Glo	true
SLC00300000	2025-09-15T19:01:00	POR-2491	Port Harcourt	urllc	autonomous_vehicles	30.63	1.15	99.981	11	57	75.47	Airtel	true

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