Datasets:

electricsheepafrica
/

africa-synth-telecom-cell-tower-handover-data-nigeria

handover_id stringlengths 10 10	timestamp timestamp[ns]date 2025-09-01 00:00:16 2025-10-01 23:59:57	customer_id stringlengths 11 11	from_tower_id stringlengths 8 8	to_tower_id stringlengths 8 8	from_city stringclasses 15 values	to_city stringclasses 15 values	handover_type stringclasses 2 values	handover_success bool 2 classes	handover_duration_ms int64 50 2k	signal_strength_from_dbm int64 -90 -60	signal_strength_to_dbm int64 -90 -60	network_type stringclasses 4 values	call_in_progress bool 2 classes	data_session_active bool 2 classes
HO00000001	2025-09-27T11:21:02	CUST5854572	BEN-7676	BEN-8169	Benin City	Benin City	intracity	true	80	-66	-75	4G	true	true
HO00000002	2025-09-18T12:29:53	CUST6018859	KAD-7434	ONI-8970	Kaduna	Onitsha	intercity	true	461	-86	-83	3G	false	false
HO00000003	2025-09-09T10:42:52	CUST6229821	CAL-5603	CAL-4124	Calabar	Calabar	intracity	true	180	-76	-76	4G	true	true
HO00000004	2025-10-01T20:39:44	CUST7353299	JOS-2145	JOS-6946	Jos	Jos	intracity	true	77	-84	-80	3G	false	true
HO00000005	2025-09-07T15:02:28	CUST3489096	ONI-9009	ONI-3545	Onitsha	Onitsha	intracity	true	131	-88	-88	3G	true	true
HO00000006	2025-09-09T18:08:59	CUST5692431	BEN-9670	BEN-1583	Benin City	Benin City	intracity	true	418	-79	-87	4G	false	false
HO00000007	2025-09-29T13:29:45	CUST2621927	ILO-2139	KAD-2006	Ilorin	Kaduna	intercity	true	298	-65	-74	3G	false	true
HO00000008	2025-09-22T00:28:35	CUST1262415	KAD-7496	KAD-8147	Kaduna	Kaduna	intracity	true	153	-60	-65	4G	true	true
HO00000009	2025-09-21T05:42:46	CUST9036232	BEN-4945	BEN-6454	Benin City	Benin City	intracity	true	312	-66	-77	4G	true	true
HO00000010	2025-09-14T13:36:34	CUST3376933	BEN-9746	BEN-1843	Benin City	Benin City	intracity	true	184	-70	-77	4G	true	false
HO00000011	2025-09-27T13:47:56	CUST1555905	BEN-4929	CAL-7155	Benin City	Calabar	intercity	true	144	-80	-66	4G	true	true
HO00000012	2025-09-22T20:27:13	CUST5596355	JOS-8122	JOS-4319	Jos	Jos	intracity	true	273	-72	-70	3G	true	true
HO00000013	2025-09-06T23:48:10	CUST1168354	ABE-3431	ABE-2518	Abeokuta	Abeokuta	intracity	true	258	-71	-73	2G	true	true
HO00000014	2025-09-07T20:06:44	CUST1923385	POR-3575	ENU-5711	Port Harcourt	Enugu	intercity	true	137	-72	-75	3G	true	true
HO00000015	2025-09-25T05:01:10	CUST1330434	KAD-4585	IBA-2440	Kaduna	Ibadan	intercity	true	94	-87	-80	4G	true	true
HO00000016	2025-09-06T16:14:27	CUST9832385	WAR-6054	WAR-9346	Warri	Warri	intracity	true	290	-77	-73	4G	false	true
HO00000017	2025-09-24T20:21:24	CUST4778689	KAD-6214	KAD-3183	Kaduna	Kaduna	intracity	true	406	-78	-79	2G	false	true
HO00000018	2025-09-06T12:06:14	CUST2167038	POR-1111	ABE-8053	Port Harcourt	Abeokuta	intercity	true	407	-60	-85	4G	true	false
HO00000019	2025-09-22T23:16:56	CUST2271955	ILO-6959	KAD-1047	Ilorin	Kaduna	intercity	true	418	-60	-62	4G	true	true
HO00000020	2025-09-20T16:11:25	CUST7857060	ABE-6297	ABA-3308	Abeokuta	Aba	intercity	true	125	-61	-77	3G	true	false
HO00000021	2025-09-11T03:43:57	CUST5260936	CAL-2731	CAL-8320	Calabar	Calabar	intracity	true	359	-74	-69	4G	true	true
HO00000022	2025-09-06T16:13:53	CUST5344332	KAN-9074	KAN-2529	Kano	Kano	intracity	true	431	-84	-90	2G	false	true
HO00000023	2025-09-27T19:48:23	CUST4529579	ENU-4911	ENU-2951	Enugu	Enugu	intracity	true	440	-82	-69	4G	true	true
HO00000024	2025-09-07T02:35:54	CUST4580278	WAR-1609	WAR-9382	Warri	Warri	intracity	false	1,144	-65	-84	4G	false	false
HO00000025	2025-09-05T14:49:31	CUST6570736	KAD-8253	KAD-5461	Kaduna	Kaduna	intracity	true	184	-82	-90	5G	false	true
HO00000026	2025-09-29T07:46:05	CUST6371351	POR-7193	POR-8915	Port Harcourt	Port Harcourt	intracity	true	207	-61	-60	3G	true	true
HO00000027	2025-09-29T05:22:24	CUST6396909	ABA-5622	ABA-4057	Aba	Aba	intracity	true	86	-68	-82	4G	true	true
HO00000028	2025-10-01T11:24:19	CUST4585138	ONI-8236	ONI-2985	Onitsha	Onitsha	intracity	true	107	-80	-70	3G	true	true
HO00000029	2025-09-08T15:02:36	CUST1178144	ILO-3710	ILO-8787	Ilorin	Ilorin	intracity	true	283	-79	-82	3G	true	true
HO00000030	2025-09-27T01:55:16	CUST3443732	CAL-3638	CAL-6322	Calabar	Calabar	intracity	false	1,048	-90	-87	5G	false	true
HO00000031	2025-09-25T21:59:17	CUST3242488	ENU-1771	ABU-6683	Enugu	Abuja	intercity	false	1,247	-60	-81	4G	true	true
HO00000032	2025-09-14T00:35:22	CUST4505444	ENU-8804	ABE-3860	Enugu	Abeokuta	intercity	true	344	-72	-84	4G	false	true
HO00000033	2025-09-11T17:22:44	CUST1447203	CAL-2439	CAL-3045	Calabar	Calabar	intracity	true	357	-62	-85	4G	false	true
HO00000034	2025-09-11T16:25:01	CUST6426492	ABU-1187	ABU-4184	Abuja	Abuja	intracity	true	214	-64	-72	4G	false	false
HO00000035	2025-09-07T01:29:23	CUST3028437	WAR-5540	ABE-4765	Warri	Abeokuta	intercity	false	1,481	-67	-84	3G	false	true
HO00000036	2025-09-10T02:52:50	CUST1951623	WAR-3778	WAR-5329	Warri	Warri	intracity	true	294	-87	-65	4G	false	true
HO00000037	2025-09-20T03:13:51	CUST4529486	ABA-2494	LAG-4131	Aba	Lagos	intercity	true	280	-66	-71	4G	false	true
HO00000038	2025-09-01T08:47:58	CUST2093561	IBA-3984	IBA-5351	Ibadan	Ibadan	intracity	true	209	-62	-89	4G	true	true
HO00000039	2025-09-18T10:22:52	CUST2673030	POR-8496	POR-9890	Port Harcourt	Port Harcourt	intracity	true	121	-87	-75	4G	false	true
HO00000040	2025-09-24T06:25:48	CUST5722252	WAR-9628	ILO-8318	Warri	Ilorin	intercity	true	333	-77	-63	4G	true	true
HO00000041	2025-09-18T20:50:46	CUST3489493	ABE-8335	ABE-3309	Abeokuta	Abeokuta	intracity	true	494	-80	-81	4G	false	true
HO00000042	2025-09-09T17:06:47	CUST1572972	ABE-8198	ENU-7941	Abeokuta	Enugu	intercity	false	1,100	-71	-70	4G	true	true
HO00000043	2025-09-20T14:56:34	CUST2059993	ABE-4555	ABE-7188	Abeokuta	Abeokuta	intracity	true	398	-77	-90	4G	true	false
HO00000044	2025-09-05T17:28:15	CUST4253551	ENU-7691	ABE-6170	Enugu	Abeokuta	intercity	true	291	-79	-65	3G	true	true
HO00000045	2025-09-23T12:42:45	CUST4824440	JOS-9785	JOS-7165	Jos	Jos	intracity	true	232	-74	-72	4G	true	true
HO00000046	2025-09-19T20:17:39	CUST5577125	ABE-7054	ABE-5801	Abeokuta	Abeokuta	intracity	true	158	-82	-86	4G	true	true
HO00000047	2025-09-02T01:51:02	CUST5586185	ONI-4663	ONI-7365	Onitsha	Onitsha	intracity	true	297	-73	-87	4G	false	true
HO00000048	2025-09-07T15:48:56	CUST7706523	ILO-3492	ILO-3547	Ilorin	Ilorin	intracity	true	268	-79	-71	3G	true	true
HO00000049	2025-09-13T23:01:31	CUST7963770	LAG-5846	LAG-2830	Lagos	Lagos	intracity	true	472	-74	-88	3G	true	false
HO00000050	2025-09-26T23:33:18	CUST1514872	LAG-9931	LAG-1194	Lagos	Lagos	intracity	true	487	-76	-77	4G	false	true
HO00000051	2025-09-19T11:39:24	CUST8683047	ABU-7348	BEN-6715	Abuja	Benin City	intercity	true	420	-76	-63	4G	false	false
HO00000052	2025-09-11T16:28:49	CUST3930322	KAN-9090	KAN-9740	Kano	Kano	intracity	true	71	-78	-81	5G	false	true
HO00000053	2025-09-06T13:37:59	CUST4530725	KAD-4139	ABU-4669	Kaduna	Abuja	intercity	true	493	-75	-82	4G	false	false
HO00000054	2025-09-12T09:05:55	CUST5539298	POR-7945	KAD-8937	Port Harcourt	Kaduna	intercity	true	203	-71	-88	4G	true	true
HO00000055	2025-09-12T08:23:02	CUST4308398	ABU-4494	KAN-3795	Abuja	Kano	intercity	true	110	-84	-60	4G	false	true
HO00000056	2025-09-26T22:28:47	CUST8342619	WAR-1671	WAR-9982	Warri	Warri	intracity	true	422	-64	-63	3G	false	true
HO00000057	2025-10-01T11:41:58	CUST9689606	ABU-3566	ABU-9235	Abuja	Abuja	intracity	true	451	-67	-79	4G	false	false
HO00000058	2025-09-28T09:17:48	CUST3772265	KAD-2967	KAD-6725	Kaduna	Kaduna	intracity	true	369	-67	-82	3G	true	true
HO00000059	2025-09-25T13:53:53	CUST2860082	POR-4951	LAG-5595	Port Harcourt	Lagos	intercity	true	288	-75	-77	3G	true	true
HO00000060	2025-09-07T23:09:42	CUST6311851	CAL-5856	CAL-4511	Calabar	Calabar	intracity	false	1,561	-84	-77	4G	true	true
HO00000061	2025-09-29T03:51:37	CUST7175147	BEN-4264	BEN-1345	Benin City	Benin City	intracity	true	362	-77	-75	4G	true	true
HO00000062	2025-09-07T07:25:45	CUST8671921	CAL-1774	CAL-3694	Calabar	Calabar	intracity	true	270	-75	-62	4G	false	true
HO00000063	2025-09-11T15:31:57	CUST7462246	ABE-4084	ABE-2947	Abeokuta	Abeokuta	intracity	true	173	-67	-73	2G	true	false
HO00000064	2025-09-26T06:57:35	CUST7546249	ILO-5542	ILO-5759	Ilorin	Ilorin	intracity	true	309	-69	-87	4G	false	true
HO00000065	2025-09-05T04:25:40	CUST6450015	WAR-3496	WAR-4028	Warri	Warri	intracity	true	177	-66	-72	2G	true	false
HO00000066	2025-09-17T09:00:19	CUST9041585	ABU-2448	ABU-9069	Abuja	Abuja	intracity	true	397	-86	-61	3G	false	false
HO00000067	2025-09-12T14:16:15	CUST1464057	CAL-3389	CAL-6253	Calabar	Calabar	intracity	true	405	-70	-62	3G	true	false
HO00000068	2025-09-25T15:44:40	CUST5703328	ABU-8038	ABU-8698	Abuja	Abuja	intracity	true	273	-66	-71	3G	true	true
HO00000069	2025-09-30T07:32:37	CUST9423068	KAD-8827	KAD-5933	Kaduna	Kaduna	intracity	true	137	-82	-60	5G	false	true
HO00000070	2025-10-01T12:00:15	CUST5883774	KAN-4486	KAN-7793	Kano	Kano	intracity	true	85	-66	-87	4G	true	true
HO00000071	2025-09-22T22:46:27	CUST8694002	ABE-5418	LAG-6978	Abeokuta	Lagos	intercity	true	89	-69	-87	4G	true	true
HO00000072	2025-09-07T03:41:11	CUST2530475	ABA-3799	ENU-9245	Aba	Enugu	intercity	true	99	-83	-81	4G	true	true
HO00000073	2025-09-01T14:25:47	CUST1389046	CAL-4995	CAL-5467	Calabar	Calabar	intracity	true	258	-64	-80	4G	false	true
HO00000074	2025-09-18T09:47:03	CUST5618798	POR-2490	POR-6570	Port Harcourt	Port Harcourt	intracity	true	482	-87	-88	3G	false	true
HO00000075	2025-09-21T16:03:41	CUST2177318	ILO-2932	ILO-3339	Ilorin	Ilorin	intracity	true	59	-72	-76	2G	true	true
HO00000076	2025-09-03T09:30:46	CUST3059463	BEN-1346	BEN-2684	Benin City	Benin City	intracity	true	484	-71	-67	4G	false	true
HO00000077	2025-09-04T10:00:20	CUST7532099	POR-7832	POR-1882	Port Harcourt	Port Harcourt	intracity	true	90	-78	-82	4G	false	true
HO00000078	2025-10-01T22:55:26	CUST9009772	IBA-2564	IBA-8026	Ibadan	Ibadan	intracity	true	108	-60	-74	4G	false	true
HO00000079	2025-09-22T07:37:20	CUST6918943	LAG-4566	LAG-4387	Lagos	Lagos	intracity	true	389	-71	-88	4G	true	true
HO00000080	2025-09-21T06:40:39	CUST3243457	ILO-3685	ILO-6118	Ilorin	Ilorin	intracity	true	274	-87	-86	3G	false	true
HO00000081	2025-09-16T12:00:52	CUST4972438	KAN-8928	KAN-1795	Kano	Kano	intracity	true	321	-61	-82	4G	false	true
HO00000082	2025-09-15T02:06:18	CUST6520221	ILO-4474	ILO-4075	Ilorin	Ilorin	intracity	true	153	-61	-82	4G	false	true
HO00000083	2025-09-30T18:30:24	CUST1992304	CAL-1084	ABA-8562	Calabar	Aba	intercity	true	350	-80	-68	4G	true	false
HO00000084	2025-09-20T15:22:07	CUST7126859	WAR-9018	WAR-9388	Warri	Warri	intracity	false	779	-88	-65	3G	false	true
HO00000085	2025-09-10T20:10:54	CUST2872278	KAN-2118	KAN-6166	Kano	Kano	intracity	true	231	-60	-61	3G	true	false
HO00000086	2025-09-05T01:02:58	CUST6998946	ONI-5843	ONI-6717	Onitsha	Onitsha	intracity	true	253	-81	-63	5G	true	false
HO00000087	2025-09-26T22:51:39	CUST8488995	CAL-3203	CAL-8381	Calabar	Calabar	intracity	true	121	-73	-65	4G	false	true
HO00000088	2025-09-15T20:23:37	CUST5484949	WAR-1259	WAR-7409	Warri	Warri	intracity	true	148	-62	-75	4G	false	true
HO00000089	2025-09-29T16:04:21	CUST9532458	ABE-4777	ABE-1988	Abeokuta	Abeokuta	intracity	true	434	-79	-84	4G	true	true
HO00000090	2025-09-05T17:08:49	CUST7916291	IBA-8375	IBA-3752	Ibadan	Ibadan	intracity	true	326	-77	-90	3G	true	true
HO00000091	2025-09-22T18:21:22	CUST6632766	ABE-7639	ABE-6916	Abeokuta	Abeokuta	intracity	true	413	-66	-77	2G	true	true
HO00000092	2025-09-02T08:41:21	CUST3430084	ENU-4146	ENU-8284	Enugu	Enugu	intracity	true	424	-79	-77	4G	false	true
HO00000093	2025-09-14T03:18:45	CUST7295310	ONI-2900	ONI-8378	Onitsha	Onitsha	intracity	true	384	-86	-74	5G	false	false
HO00000094	2025-09-23T14:41:27	CUST1458312	ABE-5022	ENU-4990	Abeokuta	Enugu	intercity	true	456	-80	-65	4G	false	true
HO00000095	2025-10-01T17:56:06	CUST2110598	ABE-6664	ABE-9994	Abeokuta	Abeokuta	intracity	true	294	-89	-66	4G	true	true
HO00000096	2025-09-18T21:47:46	CUST2543458	WAR-9832	WAR-6648	Warri	Warri	intracity	false	1,278	-73	-85	3G	true	false
HO00000097	2025-09-12T03:43:48	CUST3874987	JOS-4253	JOS-5906	Jos	Jos	intracity	true	387	-72	-67	3G	false	true
HO00000098	2025-09-03T18:38:06	CUST8802200	ABA-3167	ABA-7408	Aba	Aba	intracity	true	117	-88	-78	4G	true	true
HO00000099	2025-09-18T00:23:26	CUST5656560	IBA-5278	ILO-3209	Ibadan	Ilorin	intercity	true	305	-77	-86	3G	true	true
HO00000100	2025-09-01T01:56:15	CUST8099939	ABU-2338	ABU-5543	Abuja	Abuja	intracity	true	268	-61	-76	4G	false	true

End of preview. Expand in Data Studio

Cell Tower Handover Data

Dataset Description

Tower-to-tower transition records showing user mobility patterns

Dataset Information

Category: Geospatial and Mobility
Format: CSV, Parquet
Rows: 1,000,000
Columns: 15
Date Generated: 2025-10-05
Location: data/cell_tower_handover_data/

Schema

Column	Type	Sample Values
`handover_id`	String	HO00000001
`timestamp`	Datetime	2025-09-27 11:21:02
`customer_id`	String	CUST5854572
`from_tower_id`	String	BEN-7676
`to_tower_id`	String	BEN-8169
`from_city`	String	Benin City
`to_city`	String	Benin City
`handover_type`	String	intracity
`handover_success`	Boolean	True
`handover_duration_ms`	Integer	80
`signal_strength_from_dbm`	Integer	-66
`signal_strength_to_dbm`	Integer	-75
`network_type`	String	4G
`call_in_progress`	Boolean	True
`data_session_active`	Boolean	True

Sample Data

handover_id           timestamp customer_id from_tower_id to_tower_id  from_city    to_city handover_type  handover_success  handover_duration_ms  signal_strength_from_dbm  signal_strength_to_dbm network_type  call_in_progress  data_session_active
 HO00000001 2025-09-27 11:21:02 CUST5854572      BEN-7676    BEN-8169 Benin City Benin City     intracity              True                    80                       -66                     -75           4G              True                 True
 HO00000002 2025-09-18 12:29:53 CUST6018859      KAD-7434    ONI-8970     Kaduna    Onitsha     intercity              True                   461                       -86                     -83           3G             False                False
 HO00000003 2025-09-09 10:42:52 CUST6229821      CAL-5603    CAL-4124    Calabar    Calabar     intracity              True                   180                       -76                     -76           4G              True                 True

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/cell_tower_handover_data/cell_tower_handover_data.csv

Parquet (Recommended)

data/cell_tower_handover_data/cell_tower_handover_data.parquet

Loading the Dataset

Python (Pandas)

import pandas as pd

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

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

Python (PyArrow)

import pyarrow.parquet as pq

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

License

MIT License - For educational and research purposes

Citation

Nigerian Telecom Datasets - Cell Tower Handover Data
Generated: 2025-10-05
Category: Geospatial and Mobility
Rows: 1,000,000

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.

Downloads last month: 28

Collection including electricsheepafrica/africa-synth-telecom-cell-tower-handover-data-nigeria

Amon Dîn

Collection

A collection of datasets from the Nigerian Telecommunications Sector • 34 items • Updated Oct 6, 2025 • 2