Datasets:

electricsheepafrica
/

africa-synth-telecom-fraudulent-activity-datasets-nigeria

fraud_id string	detected_at timestamp[ns]	fraud_type string	operator string	affected_phone string	customer_id string	detection_method string	severity string	financial_loss_ngn float64	location string	device_imei string	ip_address string	status string	action_taken string
FRD00000001	2025-09-14T03:23:00	account_takeover	Glo	+2348076208129	CUST5312138	customer_report	medium	214,141.94	Abuja	893244706692156	105.48.53.152	resolved	monitoring
FRD00000002	2025-09-20T16:17:00	call_forwarding_fraud	MTN	+2348039184500	CUST9280404	automated_system	high	0	Port Harcourt	806230003944817	168.20.130.103	confirmed	account_suspended
FRD00000003	2025-09-18T09:47:00	call_forwarding_fraud	Airtel	+2347086513878	CUST8233259	customer_report	medium	0	Aba	672221485714636	195.184.210.80	resolved	sim_blocked
FRD00000004	2025-09-20T00:31:00	imei_spoofing	Glo	+2347059227833	CUST3350331	customer_report	medium	0	Kano	815781454230349	66.77.229.151	confirmed	sim_blocked
FRD00000005	2025-09-06T04:31:00	identity_theft	9mobile	+2348186115043	CUST7082418	automated_system	low	0	Port Harcourt	095387761759296	88.106.249.50	confirmed	account_suspended
FRD00000006	2025-09-29T06:29:00	sim_swap	MTN	+2349035176450	CUST8354034	automated_system	medium	0	Kano	078750997551131	64.116.250.13	false_positive	sim_blocked
FRD00000007	2025-09-27T22:29:00	identity_theft	9mobile	+2349084215983	CUST1721249	customer_report	high	0	Abeokuta	787175097247446	159.254.4.234	investigating	sim_blocked
FRD00000008	2025-09-15T23:08:00	account_takeover	Glo	+2349055397348	CUST2699591	customer_report	high	421,277.22	Enugu	218400913425819	43.231.39.15	confirmed	monitoring
FRD00000009	2025-09-06T12:08:00	account_takeover	MTN	+2348032457248	CUST1900562	automated_system	high	243,211.4	Enugu	274160774411310	225.170.190.11	confirmed	sim_blocked
FRD00000010	2025-09-30T06:40:00	call_forwarding_fraud	MTN	+2348036093901	CUST3362833	customer_report	high	0	Jos	000472582743446	148.8.27.240	investigating	sim_blocked
FRD00000011	2025-09-17T20:36:00	call_forwarding_fraud	Glo	+2348150906306	CUST3300804	automated_system	medium	0	Kano	855050973752775	115.219.33.158	confirmed	account_suspended
FRD00000012	2025-09-10T06:47:00	subscription_fraud	Airtel	+2348129859802	CUST4690799	automated_system	low	313,075.17	Port Harcourt	751329517170459	149.90.201.54	false_positive	no_action
FRD00000013	2025-09-18T20:54:00	identity_theft	Glo	+2348052228775	CUST9973151	customer_report	low	0	Onitsha	476235805733846	170.55.141.150	investigating	no_action
FRD00000014	2025-09-08T07:32:00	sim_swap	MTN	+2349069845631	CUST4870029	automated_system	high	0	Benin City	325619858643343	246.239.157.99	confirmed	monitoring
FRD00000015	2025-09-12T03:42:00	premium_rate_fraud	MTN	+2348161178573	CUST6973936	customer_report	low	0	Aba	845231402427140	181.214.221.151	confirmed	sim_blocked
FRD00000016	2025-09-18T21:43:00	identity_theft	MTN	+2348134408760	CUST2602516	customer_report	critical	0	Abuja	314450746821622	233.66.209.236	confirmed	account_suspended
FRD00000017	2025-09-01T17:57:00	imei_spoofing	Airtel	+2348083975151	CUST9075520	customer_report	medium	0	Kano	641209712203662	58.97.60.254	investigating	account_suspended
FRD00000018	2025-09-08T12:07:00	call_forwarding_fraud	MTN	+2348161231937	CUST1057696	automated_system	medium	0	Warri	939900209115532	11.201.190.83	resolved	sim_blocked
FRD00000019	2025-09-30T11:07:00	call_forwarding_fraud	9mobile	+2349096983212	CUST3922219	automated_system	critical	0	Kaduna	531527815907686	111.238.40.195	confirmed	monitoring
FRD00000020	2025-09-22T04:11:00	account_takeover	Glo	+2348078679919	CUST5603501	automated_system	high	86,504.65	Onitsha	732883369540376	17.109.99.103	confirmed	monitoring
FRD00000021	2025-09-23T17:44:00	premium_rate_fraud	Airtel	+2348126051067	CUST1579507	automated_system	medium	0	Benin City	395789127681381	204.135.10.235	resolved	monitoring
FRD00000022	2025-09-04T10:20:00	subscription_fraud	Airtel	+2349020943549	CUST4884562	automated_system	high	238,708.04	Kano	715186339123219	179.36.140.231	false_positive	account_suspended
FRD00000023	2025-09-20T20:39:00	identity_theft	Airtel	+2347018102482	CUST6983954	automated_system	high	0	Enugu	067306573553388	37.245.154.230	confirmed	account_suspended
FRD00000024	2025-09-27T12:24:00	premium_rate_fraud	9mobile	+2348180680758	CUST2480853	manual_review	high	0	Aba	213650059779095	32.27.106.43	investigating	sim_blocked
FRD00000025	2025-09-13T22:14:00	identity_theft	MTN	+2348031353221	CUST9980269	manual_review	low	0	Ilorin	652852598565021	92.29.11.235	resolved	account_suspended
FRD00000026	2025-09-18T12:25:00	subscription_fraud	MTN	+2348140247599	CUST2376117	automated_system	high	198,322.96	Onitsha	939203442711058	46.55.124.89	confirmed	no_action
FRD00000027	2025-09-24T19:38:00	sim_swap	MTN	+2348031341918	CUST8266336	automated_system	low	0	Enugu	468409708690285	115.9.168.73	confirmed	account_suspended
FRD00000028	2025-09-22T08:58:00	sim_swap	MTN	+2348160482657	CUST3937404	automated_system	low	0	Jos	936752292047455	55.188.168.118	resolved	sim_blocked
FRD00000029	2025-09-28T21:10:00	sim_swap	Glo	+2348051621256	CUST8482164	automated_system	high	0	Ilorin	680501560912602	209.85.45.6	investigating	monitoring
FRD00000030	2025-09-07T17:20:00	sim_swap	Glo	+2347052922017	CUST9172970	automated_system	low	0	Abuja	418419926511638	218.163.17.41	investigating	monitoring
FRD00000031	2025-09-16T06:14:00	sim_swap	Glo	+2348152884123	CUST1672156	automated_system	high	0	Enugu	266083433509254	116.197.71.213	confirmed	monitoring
FRD00000032	2025-09-20T11:47:00	sim_swap	9mobile	+2348188877460	CUST2139317	automated_system	medium	0	Port Harcourt	629235157903819	241.244.25.195	resolved	account_suspended
FRD00000033	2025-09-28T12:40:00	sim_swap	MTN	+2348060551310	CUST3295941	automated_system	low	0	Port Harcourt	751989909274540	96.81.42.246	confirmed	account_suspended
FRD00000034	2025-09-01T19:54:00	sim_swap	Airtel	+2349011282256	CUST5762654	customer_report	critical	0	Onitsha	702511817938756	179.117.128.71	resolved	no_action
FRD00000035	2025-09-07T18:16:00	imei_spoofing	MTN	+2349062773584	CUST6247334	customer_report	high	0	Warri	596031588166435	145.127.70.174	investigating	account_suspended
FRD00000036	2025-09-03T06:38:00	imei_spoofing	MTN	+2347063988391	CUST6348091	manual_review	high	0	Enugu	412049500160733	15.224.8.231	resolved	account_suspended
FRD00000037	2025-09-18T06:27:00	sim_swap	MTN	+2348161295228	CUST3502595	manual_review	high	0	Abuja	285361472823160	116.220.247.29	investigating	monitoring
FRD00000038	2025-10-01T10:26:00	identity_theft	Airtel	+2348121406802	CUST3227813	customer_report	high	0	Aba	994220957041819	233.14.138.6	resolved	account_suspended
FRD00000039	2025-09-12T17:12:00	identity_theft	Glo	+2348152265118	CUST6577128	manual_review	critical	0	Calabar	251222900091353	251.28.79.12	confirmed	account_suspended
FRD00000040	2025-09-21T17:39:00	call_forwarding_fraud	Glo	+2348071218737	CUST8577638	customer_report	high	0	Aba	783051478696475	251.181.136.111	confirmed	account_suspended
FRD00000041	2025-09-18T16:11:00	account_takeover	MTN	+2348143182158	CUST1302832	customer_report	medium	479,755.94	Benin City	060140364148902	92.235.236.205	investigating	sim_blocked
FRD00000042	2025-09-04T07:02:00	premium_rate_fraud	Glo	+2348154672956	CUST8066036	manual_review	critical	0	Lagos	172324933114072	195.162.51.83	investigating	account_suspended
FRD00000043	2025-09-14T12:22:00	subscription_fraud	MTN	+2347030332167	CUST6599561	manual_review	low	280,874.53	Ilorin	240005841901087	3.207.106.142	confirmed	no_action
FRD00000044	2025-09-15T14:20:00	account_takeover	Airtel	+2348122028197	CUST4055503	manual_review	critical	309,394	Aba	287002264173192	142.142.185.230	resolved	account_suspended
FRD00000045	2025-09-05T03:57:00	account_takeover	MTN	+2348036898843	CUST8464877	automated_system	low	156,417.65	Enugu	303947018306399	96.137.119.118	confirmed	account_suspended
FRD00000046	2025-09-08T07:13:00	premium_rate_fraud	MTN	+2348140859274	CUST5517279	customer_report	critical	0	Abeokuta	965208111652176	44.137.131.160	investigating	monitoring
FRD00000047	2025-09-20T14:08:00	premium_rate_fraud	Airtel	+2348087981857	CUST1614646	manual_review	medium	0	Port Harcourt	046296143383835	137.11.5.132	confirmed	account_suspended
FRD00000048	2025-10-01T20:34:00	premium_rate_fraud	Airtel	+2348126719278	CUST6236080	pattern_analysis	low	0	Onitsha	298107894685166	27.4.63.115	confirmed	sim_blocked
FRD00000049	2025-09-18T02:08:00	subscription_fraud	Airtel	+2347084299144	CUST8626261	automated_system	critical	28,562.86	Abeokuta	370213327133752	56.110.173.247	investigating	account_suspended
FRD00000050	2025-09-12T22:59:00	subscription_fraud	MTN	+2348130830227	CUST3515081	manual_review	medium	227,102.83	Benin City	218352786414239	2.31.111.57	confirmed	no_action
FRD00000051	2025-09-27T19:29:00	sim_swap	MTN	+2347066245243	CUST6026859	pattern_analysis	high	0	Ibadan	367012635952237	60.232.180.231	investigating	no_action
FRD00000052	2025-09-15T06:55:00	sim_swap	MTN	+2349063780934	CUST5979623	automated_system	high	0	Warri	000516317770251	176.40.57.185	resolved	account_suspended
FRD00000053	2025-09-22T08:26:00	identity_theft	Airtel	+2348087732077	CUST1632533	automated_system	high	0	Ilorin	550895952905799	238.252.130.48	resolved	monitoring
FRD00000054	2025-09-29T04:03:00	account_takeover	Airtel	+2349021150084	CUST3442886	customer_report	critical	189,515.36	Abeokuta	291286494101814	33.72.250.126	resolved	monitoring
FRD00000055	2025-10-01T16:05:00	subscription_fraud	MTN	+2348066810902	CUST2498191	automated_system	low	7,941.98	Kaduna	911851011062886	111.243.148.150	false_positive	account_suspended
FRD00000056	2025-09-22T14:54:00	account_takeover	MTN	+2348034955792	CUST1514030	automated_system	high	150,645.9	Kano	944977672980472	218.237.68.45	confirmed	account_suspended
FRD00000057	2025-09-24T08:49:00	identity_theft	Glo	+2349053471617	CUST3033612	automated_system	medium	0	Abuja	646855015689411	165.126.125.204	investigating	no_action
FRD00000058	2025-09-10T20:18:00	account_takeover	MTN	+2348146037112	CUST5161295	automated_system	high	420,275.39	Lagos	165577965082073	47.225.162.94	investigating	monitoring
FRD00000059	2025-09-05T20:41:00	subscription_fraud	Glo	+2347055890761	CUST2322169	pattern_analysis	high	45,344.35	Kano	904206638214744	60.233.214.188	false_positive	no_action
FRD00000060	2025-09-24T08:18:00	account_takeover	Airtel	+2347086801531	CUST2897740	automated_system	high	448,509.89	Benin City	690424376583168	26.20.172.47	investigating	no_action
FRD00000061	2025-09-22T15:21:00	premium_rate_fraud	Glo	+2349055154817	CUST3190430	pattern_analysis	critical	0	Enugu	415664720363507	3.210.217.232	resolved	account_suspended
FRD00000062	2025-09-07T16:51:00	imei_spoofing	MTN	+2347066913097	CUST7336621	automated_system	low	0	Benin City	659421638419108	225.83.85.57	false_positive	no_action
FRD00000063	2025-09-07T13:41:00	account_takeover	Airtel	+2349029630609	CUST9019316	automated_system	medium	393,442.97	Benin City	175164762999004	7.137.10.77	confirmed	sim_blocked
FRD00000064	2025-09-28T14:30:00	imei_spoofing	Glo	+2348050416010	CUST7345412	pattern_analysis	critical	0	Abuja	703417302231094	225.71.232.70	confirmed	account_suspended
FRD00000065	2025-09-12T18:35:00	premium_rate_fraud	MTN	+2348030097319	CUST3905832	automated_system	low	0	Ilorin	413815328598674	88.104.104.55	confirmed	account_suspended
FRD00000066	2025-09-09T04:39:00	identity_theft	MTN	+2348108172674	CUST7660114	automated_system	low	0	Abeokuta	465259887033661	251.228.129.196	resolved	sim_blocked
FRD00000067	2025-09-30T12:25:00	identity_theft	9mobile	+2348096325053	CUST2988197	automated_system	medium	0	Aba	822673722306152	57.244.120.231	false_positive	sim_blocked
FRD00000068	2025-09-14T13:33:00	premium_rate_fraud	Glo	+2348058300548	CUST8647116	automated_system	medium	0	Port Harcourt	770402613791561	50.218.10.155	confirmed	sim_blocked
FRD00000069	2025-09-26T09:00:00	call_forwarding_fraud	9mobile	+2349083296914	CUST9591879	manual_review	high	0	Onitsha	388033355824141	50.192.47.226	false_positive	monitoring
FRD00000070	2025-09-14T20:06:00	identity_theft	MTN	+2348108154240	CUST1656823	customer_report	low	0	Benin City	848966533069197	93.86.181.28	confirmed	no_action
FRD00000071	2025-09-26T11:21:00	premium_rate_fraud	Airtel	+2349079413870	CUST9258204	automated_system	critical	0	Ibadan	891721500229136	29.52.91.149	confirmed	no_action
FRD00000072	2025-09-19T19:03:00	imei_spoofing	Glo	+2348072414229	CUST3372280	customer_report	low	0	Abuja	813266198787342	120.105.181.92	confirmed	account_suspended
FRD00000073	2025-09-08T12:01:00	sim_swap	MTN	+2348036904767	CUST8341472	customer_report	medium	0	Aba	330322378572590	251.203.56.74	confirmed	monitoring
FRD00000074	2025-09-30T11:07:00	account_takeover	MTN	+2349063578975	CUST4734983	automated_system	high	468,164.53	Lagos	068048592097779	42.106.47.194	investigating	monitoring
FRD00000075	2025-09-18T00:08:00	identity_theft	MTN	+2349032967358	CUST9212223	automated_system	critical	0	Jos	268158875807577	146.129.75.34	confirmed	monitoring
FRD00000076	2025-09-16T17:10:00	imei_spoofing	MTN	+2348144706953	CUST8057885	automated_system	high	0	Calabar	003161224731904	145.193.185.236	investigating	account_suspended
FRD00000077	2025-09-27T20:39:00	premium_rate_fraud	Airtel	+2347085459101	CUST4750054	customer_report	medium	0	Calabar	603108637400671	70.92.39.100	investigating	account_suspended
FRD00000078	2025-09-02T12:21:00	imei_spoofing	MTN	+2347062581370	CUST2457979	automated_system	medium	0	Aba	634672499961311	141.163.40.109	confirmed	monitoring
FRD00000079	2025-09-17T18:26:00	account_takeover	Glo	+2347059646711	CUST6145495	pattern_analysis	high	117,280.17	Warri	486762525945106	124.248.104.97	resolved	monitoring
FRD00000080	2025-09-29T19:18:00	subscription_fraud	MTN	+2348036186275	CUST2240901	automated_system	medium	186,166.4	Port Harcourt	174692397180801	165.13.112.71	resolved	monitoring
FRD00000081	2025-09-16T14:18:00	account_takeover	Airtel	+2348126452278	CUST1132190	customer_report	high	289,610.35	Port Harcourt	194013561727212	224.68.189.86	resolved	account_suspended
FRD00000082	2025-09-28T02:14:00	subscription_fraud	MTN	+2348164952759	CUST5922618	automated_system	medium	427,804.45	Abuja	009434229889481	43.112.173.201	confirmed	sim_blocked
FRD00000083	2025-09-12T12:53:00	account_takeover	Airtel	+2349025633025	CUST2540863	automated_system	low	439,055.46	Ibadan	146569848793301	144.18.120.127	confirmed	monitoring
FRD00000084	2025-09-04T22:46:00	call_forwarding_fraud	MTN	+2349063514800	CUST4477131	automated_system	medium	0	Enugu	899981750443240	222.197.79.232	investigating	sim_blocked
FRD00000085	2025-09-15T06:38:00	premium_rate_fraud	Glo	+2347054110446	CUST6540921	customer_report	critical	0	Kano	198262673337210	162.186.193.70	resolved	account_suspended
FRD00000086	2025-09-07T18:21:00	sim_swap	MTN	+2347038087361	CUST7285157	automated_system	critical	0	Kaduna	347256493741378	210.49.148.171	confirmed	account_suspended
FRD00000087	2025-09-10T19:53:00	call_forwarding_fraud	MTN	+2349039524011	CUST8284329	pattern_analysis	medium	0	Enugu	376982255642599	55.204.138.226	confirmed	account_suspended
FRD00000088	2025-09-23T16:46:00	premium_rate_fraud	MTN	+2348060838100	CUST9797399	automated_system	low	0	Ibadan	202299532597581	114.185.99.29	confirmed	monitoring
FRD00000089	2025-09-04T23:13:00	call_forwarding_fraud	MTN	+2347062434510	CUST9619972	automated_system	medium	0	Calabar	459165796771238	229.51.46.125	resolved	monitoring
FRD00000090	2025-09-08T08:43:00	premium_rate_fraud	MTN	+2348144458158	CUST3759310	automated_system	critical	0	Benin City	980974565375120	121.241.141.158	confirmed	sim_blocked
FRD00000091	2025-09-15T01:52:00	premium_rate_fraud	MTN	+2347065453412	CUST4521360	manual_review	medium	0	Kano	504254619404044	243.55.131.181	confirmed	monitoring
FRD00000092	2025-09-15T09:00:00	call_forwarding_fraud	Glo	+2348073625770	CUST8140054	automated_system	high	0	Port Harcourt	628222441683399	166.173.158.33	resolved	no_action
FRD00000093	2025-09-19T14:17:00	imei_spoofing	9mobile	+2348174835500	CUST1841513	manual_review	critical	0	Aba	174735606524679	61.174.190.11	confirmed	monitoring
FRD00000094	2025-09-04T23:33:00	call_forwarding_fraud	Airtel	+2349076078683	CUST5373443	customer_report	high	0	Onitsha	370546781160053	80.193.228.144	investigating	account_suspended
FRD00000095	2025-09-03T01:23:00	sim_swap	Glo	+2349051461461	CUST8196024	customer_report	medium	0	Abeokuta	704091103954756	189.213.55.145	investigating	sim_blocked
FRD00000096	2025-09-06T15:43:00	identity_theft	MTN	+2348030569395	CUST8733247	automated_system	low	0	Onitsha	469189525711681	81.181.229.139	investigating	monitoring
FRD00000097	2025-09-28T20:59:00	identity_theft	Glo	+2348072628381	CUST6632200	automated_system	medium	0	Ibadan	929940547578117	111.170.68.159	investigating	sim_blocked
FRD00000098	2025-09-19T19:22:00	premium_rate_fraud	MTN	+2348140010254	CUST5464318	manual_review	medium	0	Jos	209901026924744	123.167.133.116	confirmed	sim_blocked
FRD00000099	2025-09-15T01:50:00	account_takeover	Glo	+2347056373805	CUST7773594	customer_report	high	233,217.71	Ilorin	788181266622480	58.35.191.158	resolved	sim_blocked
FRD00000100	2025-09-04T04:32:00	call_forwarding_fraud	Glo	+2349051054053	CUST1314167	customer_report	low	0	Kaduna	460499253729559	142.57.109.208	resolved	no_action

End of preview. Expand in Data Studio

Fraudulent Activity Datasets

Dataset Description

Detected fraud cases including SIM swaps, IMEI spoofing, and account takeovers

Dataset Information

Category: Financial and Fraud
Format: CSV, Parquet
Rows: 50,000
Columns: 14
Date Generated: 2025-10-05
Location: data/fraudulent_activity_datasets/

Schema

Column	Type	Sample Values
`fraud_id`	String	FRD00000001
`detected_at`	Datetime	2025-09-14 03:23:00
`fraud_type`	String	account_takeover
`operator`	String	Glo
`affected_phone`	String	+2348076208129
`customer_id`	String	CUST5312138
`detection_method`	String	customer_report
`severity`	String	medium
`financial_loss_ngn`	Float	214141.94
`location`	String	Abuja
`device_imei`	String	893244706692156
`ip_address`	String	105.48.53.152
`status`	String	resolved
`action_taken`	String	monitoring

Sample Data

   fraud_id         detected_at            fraud_type operator affected_phone customer_id detection_method severity  financial_loss_ngn      location     device_imei     ip_address    status      action_taken
FRD00000001 2025-09-14 03:23:00      account_takeover      Glo +2348076208129 CUST5312138  customer_report   medium           214141.94         Abuja 893244706692156  105.48.53.152  resolved        monitoring
FRD00000002 2025-09-20 16:17:00 call_forwarding_fraud      MTN +2348039184500 CUST9280404 automated_system     high                0.00 Port Harcourt 806230003944817 168.20.130.103 confirmed account_suspended
FRD00000003 2025-09-18 09:47:00 call_forwarding_fraud   Airtel +2347086513878 CUST8233259  customer_report   medium                0.00           Aba 672221485714636 195.184.210.80  resolved       sim_blocked

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/fraudulent_activity_datasets/fraudulent_activity_datasets.csv

Parquet (Recommended)

data/fraudulent_activity_datasets/fraudulent_activity_datasets.parquet

Loading the Dataset

Python (Pandas)

import pandas as pd

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

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

Python (PyArrow)

import pyarrow.parquet as pq

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

License

MIT License - For educational and research purposes

Citation

Nigerian Telecom Datasets - Fraudulent Activity Datasets
Generated: 2025-10-05
Category: Financial and Fraud
Rows: 50,000

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.

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Collection including electricsheepafrica/africa-synth-telecom-fraudulent-activity-datasets-nigeria

Amon Dîn

Collection

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