Datasets:

electricsheepafrica
/

nigerian-telecom-hardware-sensor-data

sensor_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 15 values	equipment_type stringclasses 6 values	temperature_celsius float64 25 65	power_draw_watts float64 100 3k	voltage_v float64 220 240	humidity_percent float64 40 90	vibration_level float64 0 10	health_status stringclasses 2 values	alert_triggered bool 2 classes
SNS00000001	2025-10-01T07:38:00	POR-6454	Port Harcourt	transceiver	39	1,257.5	236.8	76.8	2.92	normal	false
SNS00000002	2025-09-18T15:16:00	KAN-7338	Kano	battery_backup	48.4	518.3	226.9	73.3	9.01	normal	false
SNS00000003	2025-09-01T15:01:00	ABE-1367	Abeokuta	baseband_unit	54.9	539.4	235.7	75	5.57	normal	false
SNS00000004	2025-09-29T22:58:00	ENU-8414	Enugu	battery_backup	42.9	310.5	220.2	52.5	6.45	normal	false
SNS00000005	2025-09-14T09:14:00	WAR-3187	Warri	antenna	54.3	633.7	226.3	75.1	2.66	normal	false
SNS00000006	2025-09-06T10:08:00	WAR-9821	Warri	cooling_system	46	2,573.1	238.8	86.3	5.19	warning	true
SNS00000007	2025-10-01T19:32:00	KAN-9023	Kano	cooling_system	49.6	2,774.6	220.5	86.2	0.67	warning	true
SNS00000008	2025-09-03T19:54:00	JOS-7784	Jos	cooling_system	29.6	2,420.2	235.1	75.4	0.29	normal	false
SNS00000009	2025-09-04T05:11:00	ENU-3568	Enugu	transceiver	48.1	1,583.1	224.7	71	1.15	normal	false
SNS00000010	2025-09-25T00:28:00	JOS-5240	Jos	transceiver	25.7	1,848.7	224.5	49.6	3.1	normal	false
SNS00000011	2025-09-11T19:59:00	CAL-8124	Calabar	transceiver	36.5	1,320.5	228.1	49.4	7.81	normal	false
SNS00000012	2025-09-28T17:54:00	ABE-7866	Abeokuta	power_amplifier	39.2	1,302.7	223.4	88.1	6.3	normal	false
SNS00000013	2025-09-30T19:55:00	ENU-9507	Enugu	battery_backup	38.5	408.4	223.5	74.3	3.49	normal	false
SNS00000014	2025-09-09T14:13:00	IBA-9758	Ibadan	transceiver	51.8	524.9	235.3	75.1	5.63	normal	false
SNS00000015	2025-09-26T03:43:00	ILO-5189	Ilorin	transceiver	27.7	1,640.2	232.1	48.5	1	normal	false
SNS00000016	2025-09-04T12:54:00	CAL-7711	Calabar	battery_backup	39.7	590.7	236.4	40.1	7.6	normal	false
SNS00000017	2025-09-05T03:44:00	ABE-8235	Abeokuta	power_amplifier	29.1	738.5	227.7	51	7.02	normal	false
SNS00000018	2025-09-22T03:57:00	IBA-6663	Ibadan	power_amplifier	47	734.8	236.8	74	3.21	normal	false
SNS00000019	2025-09-29T12:31:00	IBA-2252	Ibadan	battery_backup	45.3	650.4	239.3	49.3	5.34	normal	false
SNS00000020	2025-09-24T01:47:00	ABU-7616	Abuja	battery_backup	26.1	656.5	232.1	59.6	2.39	normal	false
SNS00000021	2025-09-23T11:50:00	KAN-7232	Kano	cooling_system	58.7	2,416.5	221.1	65.3	3.97	normal	false
SNS00000022	2025-09-10T05:43:00	KAN-8076	Kano	power_amplifier	50.4	1,871.3	230.5	83.2	1.75	normal	false
SNS00000023	2025-09-14T14:24:00	ENU-6544	Enugu	power_amplifier	57	967.5	224.8	88.9	7.31	normal	false
SNS00000024	2025-09-21T08:49:00	WAR-9999	Warri	antenna	52.2	361.6	233.8	59.6	7.68	normal	false
SNS00000025	2025-09-29T12:18:00	ILO-7277	Ilorin	battery_backup	63.2	292.7	232.1	76.5	7.28	normal	false
SNS00000026	2025-09-11T18:09:00	JOS-3213	Jos	cooling_system	54.4	2,757	236.7	56	2.2	warning	true
SNS00000027	2025-09-21T08:08:00	POR-4995	Port Harcourt	battery_backup	38.7	284	237.2	89.5	5.82	normal	false
SNS00000028	2025-09-13T19:38:00	ABE-1502	Abeokuta	battery_backup	28.8	575.1	227.8	54	7.53	normal	false
SNS00000029	2025-09-10T18:33:00	WAR-6036	Warri	antenna	34.9	642.8	240	65.5	5.48	normal	false
SNS00000030	2025-09-01T22:08:00	POR-3530	Port Harcourt	cooling_system	30.9	2,604.7	226	79.3	8.39	warning	true
SNS00000031	2025-09-20T23:46:00	ABE-7046	Abeokuta	cooling_system	48.5	2,950.3	221.8	40.6	6.96	warning	true
SNS00000032	2025-09-25T09:17:00	ILO-6644	Ilorin	antenna	38	608.5	232.5	66	2.09	normal	false
SNS00000033	2025-09-02T13:22:00	JOS-5783	Jos	transceiver	36.9	1,451.7	234.5	79.7	6.45	normal	false
SNS00000034	2025-09-23T19:25:00	JOS-3426	Jos	battery_backup	25.8	143.8	234.3	67.7	9.86	normal	false
SNS00000035	2025-09-29T19:41:00	CAL-2754	Calabar	cooling_system	38.7	2,344.7	233.7	73	8.46	normal	false
SNS00000036	2025-09-16T09:27:00	IBA-4906	Ibadan	power_amplifier	45.7	1,387.1	229.8	47.4	2.06	normal	false
SNS00000037	2025-09-06T12:40:00	WAR-2365	Warri	cooling_system	56.1	2,689.2	230.9	57.7	8.31	warning	true
SNS00000038	2025-09-15T20:57:00	ABU-6965	Abuja	antenna	49.5	260.5	224	67	7.86	normal	false
SNS00000039	2025-09-26T07:37:00	POR-2593	Port Harcourt	antenna	42	183.8	239.2	75.1	2.75	normal	false
SNS00000040	2025-09-05T17:10:00	POR-6515	Port Harcourt	battery_backup	39.6	371.7	225.5	50.4	7.23	normal	false
SNS00000041	2025-09-09T04:52:00	LAG-9663	Lagos	antenna	48.3	677.3	235.4	51.1	5.58	normal	false
SNS00000042	2025-09-14T20:08:00	ILO-2405	Ilorin	transceiver	40.7	1,424.8	226.1	49.8	8.96	normal	false
SNS00000043	2025-09-01T10:43:00	ABE-6895	Abeokuta	transceiver	56.2	639.8	228.6	88	3.02	normal	false
SNS00000044	2025-09-27T04:46:00	BEN-6130	Benin City	cooling_system	39.8	2,203.4	229.2	89.5	5.45	normal	false
SNS00000045	2025-09-27T07:59:00	CAL-7435	Calabar	cooling_system	29.9	2,036	237.2	49.4	9.59	normal	false
SNS00000046	2025-09-03T08:45:00	KAN-6708	Kano	baseband_unit	45.9	730.4	233.8	81.2	6.11	normal	false
SNS00000047	2025-09-06T15:35:00	ABU-6173	Abuja	battery_backup	55.6	565.9	223.8	46.2	1.4	normal	false
SNS00000048	2025-09-02T04:56:00	ILO-3230	Ilorin	antenna	47.7	148.2	222.6	75.3	4	normal	false
SNS00000049	2025-09-12T19:21:00	ABE-1219	Abeokuta	power_amplifier	50.5	737.3	232	47.2	5.95	normal	false
SNS00000050	2025-09-20T09:49:00	ABU-8865	Abuja	battery_backup	38.7	276.1	231.5	61.2	6.88	normal	false
SNS00000051	2025-09-23T08:51:00	WAR-5648	Warri	cooling_system	30.8	1,134.4	233.2	54.9	4.87	normal	false
SNS00000052	2025-09-14T20:41:00	BEN-6744	Benin City	transceiver	46.2	1,916.2	225.6	81.7	8.44	normal	false
SNS00000053	2025-09-09T15:12:00	ENU-2160	Enugu	battery_backup	49.6	187.1	233.6	66.9	2.25	normal	false
SNS00000054	2025-09-21T15:08:00	JOS-2883	Jos	battery_backup	59.5	543.9	232.7	73.7	3.39	normal	false
SNS00000055	2025-09-28T11:38:00	POR-4096	Port Harcourt	antenna	61.4	219.7	228.9	86.7	9.09	normal	false
SNS00000056	2025-09-12T04:52:00	WAR-7710	Warri	cooling_system	30	1,296.1	223.5	84	4	normal	false
SNS00000057	2025-09-01T06:52:00	POR-4546	Port Harcourt	power_amplifier	45.1	1,948.6	238.8	85.4	1.47	normal	false
SNS00000058	2025-09-25T10:51:00	BEN-7776	Benin City	battery_backup	59.3	148.2	236.9	58.3	2.68	normal	false
SNS00000059	2025-09-08T19:28:00	ONI-4057	Onitsha	power_amplifier	31.6	798	222.8	66.3	1.82	normal	false
SNS00000060	2025-09-02T06:08:00	POR-9464	Port Harcourt	power_amplifier	54.6	1,575.5	221.5	71	9.41	normal	false
SNS00000061	2025-09-01T11:11:00	CAL-1570	Calabar	baseband_unit	39.8	112.3	226.6	53.7	4.27	normal	false
SNS00000062	2025-09-05T15:07:00	POR-1426	Port Harcourt	battery_backup	37.5	182.7	223.4	46.1	9.89	normal	false
SNS00000063	2025-09-23T10:05:00	ONI-9156	Onitsha	transceiver	47.7	1,475.4	237.8	57.4	6.61	normal	false
SNS00000064	2025-09-26T12:29:00	JOS-7091	Jos	power_amplifier	58.7	1,757.9	234.2	86.8	9.76	normal	false
SNS00000065	2025-09-18T06:06:00	KAN-5949	Kano	power_amplifier	50.3	1,126.1	239.5	65.8	7.72	normal	false
SNS00000066	2025-09-24T22:20:00	BEN-5537	Benin City	cooling_system	35.2	1,477.6	221.4	40.8	6.95	normal	false
SNS00000067	2025-09-03T08:45:00	IBA-4452	Ibadan	antenna	41.3	304.1	221.1	41.2	0.38	normal	false
SNS00000068	2025-09-20T10:40:00	CAL-4947	Calabar	battery_backup	40.7	604.1	235.3	40.8	2.63	normal	false
SNS00000069	2025-09-10T18:17:00	ILO-8162	Ilorin	power_amplifier	26.2	1,845.1	225.6	59.7	8.65	normal	false
SNS00000070	2025-09-18T02:26:00	POR-1215	Port Harcourt	battery_backup	39.1	750.6	226.1	62.1	6.29	normal	false
SNS00000071	2025-09-25T21:36:00	ILO-3709	Ilorin	power_amplifier	31	1,069.8	230	55.3	0.27	normal	false
SNS00000072	2025-09-11T08:08:00	CAL-8152	Calabar	antenna	29.8	562.9	226.8	75.5	7.2	normal	false
SNS00000073	2025-09-05T01:23:00	CAL-3466	Calabar	power_amplifier	47	1,140.3	223.9	64	8.27	normal	false
SNS00000074	2025-09-07T01:05:00	LAG-5524	Lagos	antenna	53.6	206.1	232.5	50.3	4.64	normal	false
SNS00000075	2025-09-05T19:18:00	JOS-6201	Jos	battery_backup	37.5	135.6	223.7	77.8	3.75	normal	false
SNS00000076	2025-09-17T22:09:00	KAD-3441	Kaduna	power_amplifier	32.7	1,732.1	221.5	45.8	4.01	normal	false
SNS00000077	2025-09-12T14:59:00	KAD-1876	Kaduna	baseband_unit	63.2	759	220.9	88.9	0.21	normal	false
SNS00000078	2025-09-12T23:51:00	CAL-7354	Calabar	transceiver	30.5	1,829	236.7	57.5	1.89	normal	false
SNS00000079	2025-09-23T08:19:00	POR-3127	Port Harcourt	antenna	42.2	520.7	232.4	43.1	5.61	normal	false
SNS00000080	2025-09-09T13:08:00	KAD-6920	Kaduna	baseband_unit	62.1	325.8	238.2	88.1	6.99	normal	false
SNS00000081	2025-09-30T23:52:00	KAD-4995	Kaduna	baseband_unit	43.2	629.9	226.4	63.5	9.95	normal	false
SNS00000082	2025-09-09T16:32:00	ABE-7589	Abeokuta	battery_backup	57.3	669.9	223.6	66.8	7.81	normal	false
SNS00000083	2025-09-21T15:23:00	KAD-2991	Kaduna	cooling_system	37.1	2,854.7	239.5	84.7	0.84	warning	true
SNS00000084	2025-09-26T23:19:00	KAD-3932	Kaduna	battery_backup	36.2	423.9	237.6	69.5	9.19	normal	false
SNS00000085	2025-09-01T08:18:00	JOS-3048	Jos	battery_backup	29.6	471.5	228.2	86.7	2.19	normal	false
SNS00000086	2025-09-29T12:26:00	ONI-9226	Onitsha	power_amplifier	51.9	1,992.8	238	78.5	2.35	normal	false
SNS00000087	2025-09-08T16:20:00	KAD-7885	Kaduna	antenna	56.6	546.2	226.8	70	7.22	normal	false
SNS00000088	2025-09-21T06:20:00	LAG-8150	Lagos	baseband_unit	38.5	663.9	225.5	61.1	7.53	normal	false
SNS00000089	2025-09-23T04:44:00	ILO-3530	Ilorin	transceiver	25.6	1,543.2	222.6	69	1.82	normal	false
SNS00000090	2025-09-18T11:20:00	LAG-3575	Lagos	transceiver	36.9	1,629.3	234	51.4	3.07	normal	false
SNS00000091	2025-09-25T19:30:00	POR-8942	Port Harcourt	battery_backup	42.5	184.8	236.8	40.5	8.19	normal	false
SNS00000092	2025-09-11T20:23:00	ABU-1616	Abuja	transceiver	29.9	736.2	232.5	63.5	5.47	normal	false
SNS00000093	2025-10-01T19:14:00	POR-3641	Port Harcourt	battery_backup	44.8	761.4	239.9	72	5.97	normal	false
SNS00000094	2025-09-21T01:49:00	ILO-3971	Ilorin	battery_backup	46.7	445.4	226.2	76.3	8.35	normal	false
SNS00000095	2025-09-23T14:21:00	KAD-3626	Kaduna	baseband_unit	62.9	660.4	230.6	49.6	5.22	normal	false
SNS00000096	2025-09-18T09:36:00	CAL-1981	Calabar	power_amplifier	51.2	655.8	233.7	74.7	2.04	normal	false
SNS00000097	2025-09-15T09:53:00	WAR-3960	Warri	antenna	36.7	484.4	227.2	47.8	1.36	normal	false
SNS00000098	2025-09-17T21:08:00	ABA-6751	Aba	antenna	44.1	606.4	233.9	51.7	4.21	normal	false
SNS00000099	2025-09-05T22:33:00	WAR-4396	Warri	battery_backup	46.3	786.9	220.7	66.5	6.26	normal	false
SNS00000100	2025-09-30T14:04:00	BEN-8899	Benin City	power_amplifier	52.3	1,641.9	238.4	89.2	2.25	normal	false

End of preview. Expand in Data Studio

Hardware Sensor Data

Dataset Description

Real-time sensor readings from tower equipment including temperature and power metrics

Dataset Information

Category: Infrastructure and Maintenance
Format: CSV, Parquet
Rows: 500,000
Columns: 12
Date Generated: 2025-10-05
Location: data/hardware_sensor_data/

Schema

Column	Type	Sample Values
`sensor_id`	String	SNS00000001
`timestamp`	Datetime	2025-10-01 07:38:00
`tower_id`	String	POR-6454
`city`	String	Port Harcourt
`equipment_type`	String	transceiver
`temperature_celsius`	Float	39.0
`power_draw_watts`	Float	1257.5
`voltage_v`	Float	236.8
`humidity_percent`	Float	76.8
`vibration_level`	Float	2.92
`health_status`	String	normal
`alert_triggered`	Boolean	False

Sample Data

  sensor_id           timestamp tower_id          city equipment_type  temperature_celsius  power_draw_watts  voltage_v  humidity_percent  vibration_level health_status  alert_triggered
SNS00000001 2025-10-01 07:38:00 POR-6454 Port Harcourt    transceiver                 39.0            1257.5      236.8              76.8             2.92        normal            False
SNS00000002 2025-09-18 15:16:00 KAN-7338          Kano battery_backup                 48.4             518.3      226.9              73.3             9.01        normal            False
SNS00000003 2025-09-01 15:01:00 ABE-1367      Abeokuta  baseband_unit                 54.9             539.4      235.7              75.0             5.57        normal            False

Nigerian Context

This dataset incorporates authentic Nigerian telecommunications characteristics:

Geographic Coverage: Major Nigerian cities including Lagos, Abuja, Kano, Port Harcourt, Ibadan
Operators: MTN, Airtel, Glo, 9mobile with realistic market shares
Phone Numbers: Nigerian format (+234 prefixes)
Currency: Nigerian Naira (NGN)
Time Zone: West Africa Time (WAT, UTC+1)
Network Types: 2G, 3G, 4G, 5G distribution

File Formats

CSV

data/hardware_sensor_data/hardware_sensor_data.csv

Parquet (Recommended)

data/hardware_sensor_data/hardware_sensor_data.parquet

Loading the Dataset

Python (Pandas)

import pandas as pd

# Load CSV
df = pd.read_csv('data/hardware_sensor_data/hardware_sensor_data.csv')

# Load Parquet (recommended for large datasets)
df = pd.read_parquet('data/hardware_sensor_data/hardware_sensor_data.parquet')

Python (PyArrow)

import pyarrow.parquet as pq

# Load Parquet
table = pq.read_table('data/hardware_sensor_data/hardware_sensor_data.parquet')
df = table.to_pandas()

License

MIT License - For educational and research purposes

Citation

Nigerian Telecom Datasets - Hardware Sensor Data
Generated: 2025-10-05
Category: Infrastructure and Maintenance
Rows: 500,000

Related Datasets

This dataset is part of the Nigerian Telecom Datasets collection, which includes 34 datasets covering network performance, customer behavior, financial transactions, infrastructure, geospatial data, customer experience, and emerging technologies.