Datasets:

electricsheepafrica
/

africa-ransomware-dataset

record_id large_string	country large_string	ransomware_family large_string	attack_vector large_string	sme_sector large_string	employee_count int64	annual_revenue_usd int64	has_backup int64	backup_tested int64	backup_offline int64	backup_encrypted int64	has_antivirus int64	has_edr int64	has_firewall int64	has_email_filter int64	has_patching_process int64	has_cyber_insurance int64	has_incident_response_plan int64	ransom_demand_usd int64	negotiated_down int64	final_ransom_usd int64	paid_ransom int64	partial_payment int64	data_exfiltrated int64	data_leaked int64	double_extortion int64	triple_extortion int64	recovery_days int64	downtime_cost_usd int64	is_load_shedding_region int64	uses_msp int64	has_generator int64	label int64	is_synthetic int64	backup_maturity int64	has_valid_backup int64	backup_compromised int64	no_backup int64	backup_risk int64	security_stack int64	endpoint_protection int64	network_protection int64	process_maturity int64	no_endpoint_protection int64	no_network_protection int64	no_process_maturity int64	has_ransom_demand int64	high_ransom int64	negotiated_discount float64	paid_full int64	paid_partial int64	has_data_theft int64	data_leaked_public int64	multi_extortion int64	extortion_severity int64	has_downtime int64	high_downtime_cost int64	slow_recovery int64	very_slow_recovery int64	total_impact int64	impact_per_employee float64	is_micro int64	is_small int64	is_medium int64	revenue_per_employee float64	is_high_revenue int64	vector_rdp int64	vector_phishing int64	vector_vpn int64	vector_supply_chain int64	vector_vulnerability int64	vector_credentials int64	is_lockbit int64	is_blackcat int64	is_clop int64	is_play int64	is_royal int64	is_other_family int64	sector_healthcare int64	sector_manufacturing int64	sector_education int64	sector_retail int64	sector_professional int64	sector_construction int64	sector_hospitality int64	sector_transport int64	sector_agriculture int64	sector_real_estate int64	sector_legal int64	sector_ngo int64	load_shedding_region int64	uses_msp.1 int64	has_generator.1 int64	infrastructure_risk int64	msp_risk int64	african_sme_risk int64	is_west_africa int64	is_east_africa int64	is_southern_africa int64	is_north_africa int64	security_posture_score float64	vulnerability_score float64	ransomware_impact_score int64	sme_risk_score float64
RANS001501	Nigeria	RansomHub	rdp_exploit	Legal	90	3,778,830	0	0	0	0	0	0	0	1	1	0	1	35,402	0	35,402	0	0	0	0	0	0	1	39,060	0	1	0	1	1	0	0	0	1	2	2	0	1	2	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	74,462	827.36	0	0	1	41,987	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	1	0	0	0	5	7	3	5
RANS002586	Ghana	Akira	phishing	Manufacturing	86	4,235,500	0	0	0	0	1	0	1	0	0	0	0	328,024	0	328,024	0	0	0	0	0	0	6	34,572	0	1	0	1	1	0	0	0	1	2	2	1	1	0	0	0	1	1	1	0	0	0	0	0	0	0	1	0	0	0	362,596	4,216.23	0	0	1	49,250	1	0	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	3	6	3	5
RANS002653	Ethiopia	Mallox	rdp_exploit	Education	84	1,969,716	0	0	0	0	0	0	0	1	0	0	0	198,163	0	198,163	0	0	1	0	0	0	52	1,611,792	0	0	1	1	1	0	0	0	1	2	1	0	1	0	1	0	1	1	1	0	0	0	1	0	0	0	1	1	1	0	1,809,955	21,547.08	0	0	1	23,449	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1.5	9	9	8.9
RANS001055	Morocco	Mallox	phishing	Manufacturing	28	833,000	1	0	0	0	1	1	1	1	0	1	0	8,315	0	8,315	1	1	1	0	0	0	9	96,768	1	1	0	1	1	1	0	1	0	1	4	2	2	1	0	0	0	1	0	0	0	1	1	0	0	0	1	0	0	0	105,083	3,752.96	0	1	0	29,750	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	0	0	1	11	1.5	5	2.4
RANS000705	South Africa	Royal	vpn_exploit	Healthcare	190	2,192,220	0	0	0	0	1	1	1	1	0	1	0	621,307	0	621,307	0	0	0	0	0	0	11	733,590	0	1	0	1	1	0	0	0	1	2	4	2	2	1	0	0	0	1	1	0	0	0	0	0	0	0	1	1	0	0	1,354,897	7,131.04	0	0	1	11,538	1	0	0	1	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	9	4	5	3.8
RANS000106	Ghana	BlackCat	vpn_exploit	Education	148	6,449,692	0	0	0	0	0	0	0	0	0	0	1	32,140	0	32,140	1	0	1	0	0	0	19	1,186,664	0	0	0	1	1	0	0	0	1	2	0	0	0	1	1	1	0	1	0	0	1	0	1	0	0	0	1	1	0	0	1,218,804	8,235.16	0	0	1	43,579	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	9	7	8.2
RANS000589	South Africa	Royal	rdp_exploit	Healthcare	110	563,750	0	0	0	0	1	0	1	1	0	1	1	617,446	0	617,446	1	1	0	0	0	0	195	8,451,300	0	0	1	1	1	0	0	0	1	2	3	1	2	2	0	0	0	1	1	0	0	1	0	0	0	0	1	1	1	1	9,068,746	82,443.15	0	0	1	5,125	0	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	8.5	4	7	4.7
RANS002468	Rwanda	Medusa	phishing	Healthcare	171	5,670,018	1	1	0	1	1	1	0	1	1	0	0	87,812	0	87,812	1	0	1	0	0	0	358	7,468,596	1	1	1	1	1	2	0	1	0	1	4	2	1	1	0	0	0	1	0	0	1	0	1	0	0	0	1	1	1	1	7,556,408	44,189.52	0	0	1	33,158	1	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	1	1	0	1	0	0	11	0	9	3.4
RANS002413	Nigeria	LockBit	exploited_vulnerability	Healthcare	9	250,983	1	0	1	0	1	0	1	0	0	0	1	161,438	1	134,555	0	0	1	1	0	0	89	231,489	1	1	0	1	1	2	0	0	0	1	2	1	1	1	0	0	0	1	1	0.17	0	0	1	1	0	0	1	1	1	0	392,927	43,658.56	1	0	0	27,887	0	0	0	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	1	0	0	0	8	1.5	13	6.2
RANS001600	Nigeria	LockBit	rdp_exploit	Manufacturing	10	411,820	0	0	0	0	1	0	1	0	0	0	0	41,113	0	41,113	1	0	0	0	0	0	12	8,880	0	0	0	1	1	0	0	0	1	2	2	1	1	0	0	0	1	1	0	0	1	0	0	0	0	0	1	0	0	0	49,993	4,999.3	1	0	0	41,182	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	3	6	3	5
RANS002464	Egypt	Clop	phishing	Legal	9	317,565	0	0	0	0	1	0	1	0	0	1	0	3,665	1	2,610	0	0	1	1	0	0	71	105,435	1	1	0	1	1	0	0	0	1	2	2	1	1	1	0	0	0	1	0	0.29	0	0	1	1	0	0	1	1	1	0	109,100	12,122.22	1	0	0	35,285	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	0	1	1	1	0	0	0	1	6	5.5	13	8.2
RANS000228	Ghana	BlackCat	rdp_exploit	Healthcare	7	224,378	0	0	0	0	1	0	0	0	0	0	1	988,938	0	988,938	0	0	0	0	0	0	123	55,104	1	0	0	1	1	0	0	0	1	2	1	1	0	1	0	1	0	1	1	0	0	0	0	0	0	0	1	0	1	1	1,044,042	149,148.86	1	0	0	32,054	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	2.5	7.5	5	6.5
RANS000915	Nigeria	Monti	phishing	Healthcare	27	656,289	1	1	0	0	1	0	0	0	0	0	1	18,919	0	18,919	1	0	1	1	0	0	63	285,768	0	1	0	1	1	2	1	1	0	0	1	1	0	1	0	1	0	1	0	0	1	0	1	1	0	0	1	1	1	0	304,687	11,284.7	0	1	0	24,307	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	6.5	2	13	6.7
RANS000794	Ethiopia	LockBit	vpn_exploit	Manufacturing	37	219,928	0	0	0	0	1	0	1	0	0	0	0	58,078	0	58,078	0	0	0	0	1	0	4	58,016	1	0	0	1	1	0	0	0	1	2	2	1	1	0	0	0	1	1	0	0	0	0	0	0	1	1	1	0	0	0	116,094	3,137.68	0	1	0	5,944	0	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	3	7.5	6	6.8
RANS003021	South Africa	LockBit	rdp_exploit	Manufacturing	33	807,939	1	0	1	0	1	0	1	0	0	0	0	2,153	0	2,153	0	0	0	0	0	0	5	20,625	0	1	0	1	1	2	0	0	0	1	2	1	1	0	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	22,778	690.24	0	1	0	24,483	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	7	2	3	2.6
RANS003543	Egypt	BlackCat	rdp_exploit	Construction	7	36,414	1	0	0	1	1	1	0	0	1	1	0	8,702	0	8,702	0	0	1	0	0	0	90	143,640	0	0	0	1	1	1	0	1	0	2	3	2	0	2	0	1	0	1	0	0	0	0	1	0	0	0	1	1	1	0	152,342	21,763.14	1	0	0	5,202	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	10.5	2	9	4.3
RANS001073	South Africa	Mallox	rdp_exploit	Hospitality	4	174,140	0	0	0	0	0	0	0	0	0	1	0	497,466	0	497,466	1	0	1	0	1	0	31	23,560	1	0	0	1	1	0	0	0	1	2	0	0	0	1	1	1	0	1	1	0	1	0	1	0	1	1	1	0	1	0	521,026	130,256.5	1	0	0	43,535	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	3	10.5	10	9.6
RANS003351	Kenya	Akira	phishing	Retail	11	73,293	0	0	0	0	1	1	1	0	0	1	0	84,657	0	84,657	1	0	0	0	0	0	322	1,338,876	0	1	0	1	1	0	0	0	1	2	3	2	1	1	0	0	0	1	0	0	1	0	0	0	0	0	1	1	1	1	1,423,533	129,412.09	0	1	0	6,663	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	7.5	4	7	4.9
RANS001744	Tanzania	Play	phishing	Construction	3	148,671	1	1	0	0	1	0	0	0	0	0	0	8,205	0	8,205	0	0	0	0	0	0	43	22,962	0	1	0	1	1	2	1	1	0	0	1	1	0	0	0	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	31,167	10,389	1	0	0	49,557	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	5.5	4	5	4.5
RANS001084	Kenya	Black Basta	rdp_exploit	Healthcare	17	605,642	1	0	0	0	1	0	0	1	1	0	0	2,367	0	2,367	1	1	1	1	0	0	5	18,700	0	1	1	1	1	1	0	1	0	1	3	1	1	1	0	0	0	1	0	0	0	1	1	1	0	0	1	0	0	0	21,067	1,239.24	0	1	0	35,626	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	1	0	0	7.5	0	9	4.1
RANS000926	South Africa	RansomHub	rdp_exploit	Professional Services	233	3,680,934	0	0	0	0	1	1	1	1	0	0	0	49,831	0	49,831	0	0	0	0	0	0	4	143,528	1	0	0	1	1	0	0	0	1	2	4	2	2	0	0	0	1	1	0	0	0	0	0	0	0	0	1	1	0	0	193,359	829.87	0	0	1	15,798	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	6	7.5	5	5.8
RANS003049	Uganda	Black Basta	rdp_exploit	Healthcare	8	85,424	1	0	0	0	1	0	0	1	0	0	1	1,659	1	779	0	0	1	0	0	0	3	8,736	1	0	1	1	1	1	0	1	0	1	2	1	1	1	0	0	0	1	0	0.53	0	0	1	0	0	0	1	0	0	0	10,395	1,299.38	1	0	0	10,678	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	6	0	5	2.8
RANS001117	Tanzania	Akira	rdp_exploit	Construction	6	258,870	0	0	0	0	0	0	0	0	1	1	0	331,912	0	331,912	0	0	0	0	1	0	68	53,448	0	1	0	1	1	0	0	0	1	2	1	0	0	2	1	1	0	1	1	0	0	0	0	0	1	1	1	0	1	0	385,360	64,226.67	1	0	0	43,145	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	5.5	9	8	7.7
RANS000642	Uganda	BlackCat	vpn_exploit	Hospitality	64	2,306,752	1	1	1	0	1	0	1	0	1	0	1	25,809	0	25,809	1	0	1	1	0	0	4	105,216	0	0	0	1	1	3	1	0	0	0	3	1	1	2	0	0	0	1	0	0	1	0	1	1	0	0	1	1	0	0	131,025	2,047.27	0	0	1	36,043	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	12.5	0	11	3.9
RANS004767	Tanzania	LockBit	vpn_exploit	Retail	25	1,112,375	1	0	0	1	0	1	0	1	0	0	0	131,408	0	131,408	0	0	0	0	1	1	3	16,275	1	1	0	1	1	1	0	1	0	2	2	1	1	0	0	0	1	1	1	0	0	0	0	0	1	3	1	0	0	0	147,683	5,907.32	0	1	0	44,495	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	1	0	0	5	3.5	6	4.8
RANS000501	Kenya	Black Basta	rdp_exploit	Healthcare	96	3,245,280	0	0	0	0	1	0	0	1	0	0	0	98,797	0	98,797	0	0	0	0	1	1	13	126,048	1	1	0	1	1	0	0	0	1	2	2	1	1	0	0	0	1	1	0	0	0	0	0	0	1	3	1	1	0	0	224,845	2,342.14	0	0	1	33,805	1	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	1	0	0	3	7.5	8	7.6
RANS004066	Ghana	Clop	supply_chain	Manufacturing	39	279,981	0	0	0	0	1	1	1	0	0	0	1	3,191	0	3,191	1	1	0	0	0	0	3	44,109	0	0	0	1	1	0	0	0	1	2	3	2	1	1	0	0	0	1	0	0	0	1	0	0	0	0	1	0	0	0	47,300	1,212.82	0	1	0	7,179	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	5.5	4	3	3.7
RANS000333	Tanzania	Mallox	rdp_exploit	Agriculture	8	185,984	0	0	0	0	1	0	0	0	0	0	1	6,494	0	6,494	0	0	1	0	1	0	2	2,800	0	1	1	1	1	0	0	0	1	2	1	1	0	1	0	1	0	1	0	0	0	0	1	0	1	1	1	0	0	0	9,294	1,161.75	1	0	0	23,248	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	0	1	0	0	1	0	0	2.5	6	8	7.1
RANS004684	Cameroon	Clop	rdp_exploit	Legal	1	7,866	0	0	0	0	1	0	1	1	0	0	0	6,607	0	6,607	0	0	1	0	0	0	23	4,025	0	0	0	1	1	0	0	0	1	2	3	1	2	0	0	0	1	1	0	0	0	0	1	0	0	0	1	0	0	0	10,632	10,632	1	0	0	7,866	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	4.5	6	5	5.5
RANS000486	Uganda	BlackCat	phishing	Retail	9	162,036	0	0	0	0	1	0	0	0	0	0	0	313,994	0	313,994	1	0	0	0	0	0	6	13,176	0	0	1	1	1	0	0	0	1	2	1	1	0	0	0	1	1	1	1	0	1	0	0	0	0	0	1	0	0	0	327,170	36,352.22	1	0	0	18,004	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1.5	8	3	6.1
RANS001962	Rwanda	LockBit	phishing	Healthcare	13	274,820	1	0	1	1	1	0	1	1	0	0	0	2,527	0	2,527	0	0	0	0	0	0	151	416,156	1	0	0	1	1	2	0	1	0	2	3	1	2	0	0	0	1	1	0	0	0	0	0	0	0	0	1	1	1	1	418,683	32,206.38	0	1	0	21,140	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	8.5	3.5	7	4.5
RANS000393	Cameroon	Mallox	compromised_credentials	Real Estate	34	429,318	1	0	0	0	1	0	0	1	0	0	0	6,870	0	6,870	0	0	1	1	1	0	17	115,022	1	1	1	1	1	1	0	1	0	1	2	1	1	0	0	0	1	1	0	0	0	0	1	1	1	1	1	1	0	0	121,892	3,585.06	0	1	0	12,627	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	1	1	0	1	1	0	0	0	0	5	2	14	7.4
RANS004842	Cameroon	Clop	rdp_exploit	Education	166	3,937,188	0	0	0	0	0	0	0	0	0	0	0	421,771	1	370,989	0	0	1	0	1	0	337	6,601,156	0	1	1	1	1	0	0	0	1	2	0	0	0	0	1	1	1	1	1	0.12	0	0	1	0	1	1	1	1	1	1	7,022,927	42,306.79	0	0	1	23,718	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	0	0	0	0	11	12	11.2
RANS004866	Morocco	Royal	rdp_exploit	Education	148	4,078,140	1	0	0	0	0	0	0	0	0	0	0	8,016	0	8,016	0	0	0	0	0	0	43	1,941,020	0	0	0	1	1	1	0	1	0	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	0	0	1	1	1	0	1,949,036	13,169.16	0	0	1	27,555	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2	7	7	7.2
RANS001755	Nigeria	LockBit	rdp_exploit	Healthcare	9	273,645	0	0	0	0	1	0	1	1	0	0	1	89,508	0	89,508	0	0	1	0	0	0	15	57,645	0	0	0	1	1	0	0	0	1	2	3	1	2	1	0	0	0	1	0	0	0	0	1	0	0	0	1	0	0	0	147,153	16,350.33	1	0	0	30,405	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	5.5	4	5	4.5
RANS002515	South Africa	Royal	vpn_exploit	Manufacturing	8	346,456	0	0	0	0	0	0	1	1	0	0	0	4,855	1	2,635	0	0	1	0	0	0	20	60,800	1	1	0	1	1	0	0	0	1	2	2	0	2	0	1	0	1	1	0	0.46	0	0	1	0	0	0	1	0	0	0	65,655	8,206.88	1	0	0	43,307	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	0	1	0	3	10.5	5	7.6
RANS003585	Uganda	Play	rdp_exploit	Education	9	321,543	0	0	0	0	1	0	1	1	0	0	0	749,501	0	749,501	1	1	0	0	0	0	41	62,730	1	0	0	1	1	0	0	0	1	2	3	1	2	0	0	0	1	1	1	0	0	1	0	0	0	0	1	0	1	0	812,231	90,247.89	1	0	0	35,727	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	4.5	7.5	5	6.1
RANS004315	South Africa	LockBit	compromised_credentials	Agriculture	100	3,204,600	1	0	0	1	1	1	1	0	0	0	0	211,599	0	211,599	0	0	1	0	0	0	16	310,400	1	1	0	1	1	1	0	1	0	2	3	2	1	0	0	0	1	1	1	0	0	0	1	0	0	0	1	1	0	0	521,999	5,219.99	0	0	1	32,046	1	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	1	1	1	0	0	1	0	6.5	3.5	7	4.9
RANS004966	Ghana	Medusa	phishing	Hospitality	86	2,024,698	1	0	0	0	0	0	1	1	1	1	0	3,148	1	2,211	0	0	0	0	0	0	51	451,758	1	1	1	1	1	1	0	1	0	1	3	0	2	2	1	0	0	1	0	0.3	0	0	0	0	0	0	1	1	1	0	454,906	5,289.6	0	0	1	23,543	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	1	1	0	1	1	1	0	0	0	10.5	3	7	3.9
RANS002099	Nigeria	Akira	rdp_exploit	Construction	38	392,654	0	0	0	0	0	0	0	0	0	1	0	441,296	0	441,296	0	0	1	0	0	0	248	2,469,088	0	0	0	1	1	0	0	0	1	2	0	0	0	1	1	1	0	1	1	0	0	0	1	0	0	0	1	1	1	1	2,910,384	76,589.05	0	1	0	10,333	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	3	9	9	8.6
RANS003599	Egypt	LockBit	supply_chain	Hospitality	54	2,492,424	1	1	0	0	1	1	0	1	0	1	0	7,530	0	7,530	1	0	1	1	0	0	5	44,550	1	1	0	1	1	2	1	1	0	0	3	2	1	1	0	0	0	1	0	0	1	0	1	1	0	0	1	0	0	0	52,080	964.44	0	0	1	46,156	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0	1	1	1	0	0	0	1	11.5	1.5	9	3.9
RANS004121	Ghana	BlackCat	phishing	Retail	16	149,008	1	0	0	1	1	0	1	0	0	1	0	8,251	0	8,251	0	0	0	0	0	0	6	21,120	1	0	0	1	1	1	0	1	0	2	2	1	1	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	29,371	1,835.69	0	1	0	9,313	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	8	1.5	3	2.2
RANS000029	Algeria	Monti	vpn_exploit	Manufacturing	6	274,140	0	0	0	0	0	0	0	0	1	0	1	73,627	1	29,847	0	0	1	0	1	1	46	119,232	1	0	1	1	1	0	0	0	1	2	1	0	0	2	1	1	0	1	0	0.59	0	0	1	0	1	3	1	1	1	0	192,859	32,143.17	1	0	0	45,690	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	1	3.5	9	12	9.7
RANS000065	Algeria	BlackCat	compromised_credentials	Healthcare	17	355,266	1	0	1	0	1	0	1	1	1	1	0	737,727	1	264,965	1	0	0	0	0	0	20	19,720	1	1	1	1	1	2	0	0	0	1	4	1	2	2	0	0	0	1	1	0.64	1	0	0	0	0	0	1	0	0	0	757,447	44,555.71	0	1	0	20,898	0	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	1	0	1	1	0	0	0	1	14	0	3	0.4
RANS000838	Ethiopia	LockBit	rdp_exploit	Professional Services	231	8,050,581	0	0	0	0	1	1	0	0	0	0	0	25,125	0	25,125	0	0	1	0	0	0	133	6,421,107	1	1	1	1	1	0	0	0	1	2	2	2	0	0	0	1	1	1	0	0	0	0	1	0	0	0	1	1	1	1	6,446,232	27,905.77	0	0	1	34,851	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	1	0	1	1	0	1	0	0	3	8	9	8.2
RANS003906	Ethiopia	8Base	exploited_vulnerability	Hospitality	41	889,085	1	1	0	0	1	0	1	0	0	0	0	5,575	1	2,916	0	0	0	0	1	0	16	114,800	1	1	0	1	1	2	1	1	0	0	2	1	1	0	0	0	1	1	0	0.48	0	0	0	0	1	1	1	1	0	0	120,375	2,935.98	0	1	0	21,685	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0	1	1	1	0	1	0	0	7	3.5	8	5.2
RANS003773	Nigeria	Akira	exploited_vulnerability	Retail	22	787,952	0	0	0	0	0	0	1	0	0	0	0	30,143	0	30,143	1	0	1	0	0	0	4	40,304	0	0	0	1	1	0	0	0	1	2	1	0	1	0	1	0	1	1	0	0	1	0	1	0	0	0	1	0	0	0	70,447	3,202.14	0	1	0	35,816	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1.5	9	5	7.3
RANS004635	Ghana	Clop	phishing	Manufacturing	1	37,976	0	0	0	0	1	0	1	0	0	0	0	181,952	1	126,662	0	0	1	0	0	0	2	462	1	0	1	1	1	0	0	0	1	2	2	1	1	0	0	0	1	1	1	0.3	0	0	1	0	0	0	1	0	0	0	182,414	182,414	1	0	0	37,976	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	3	6	5	5.8
RANS003161	Kenya	BlackCat	phishing	Healthcare	8	88,480	0	0	0	0	1	0	1	0	0	0	0	276,167	1	113,421	0	0	1	0	0	0	22	44,176	1	1	0	1	1	0	0	0	1	2	2	1	1	0	0	0	1	1	1	0.59	0	0	1	0	0	0	1	0	0	0	320,343	40,042.88	1	0	0	11,060	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	1	0	0	3	7.5	5	6.4
RANS002659	Kenya	INC Ransom	rdp_exploit	Professional Services	45	1,693,620	1	0	0	0	0	0	1	1	1	1	0	326,422	0	326,422	0	0	0	0	0	0	350	7,812,000	1	1	0	1	1	1	0	1	0	1	3	0	2	2	1	0	0	1	1	0	0	0	0	0	0	0	1	1	1	1	8,138,422	180,853.82	0	1	0	37,636	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	1	0	1	1	1	0	1	0	0	10.5	4.5	7	4.5
RANS004615	Ethiopia	BlackCat	phishing	Manufacturing	34	1,685,006	1	1	0	0	1	0	1	1	0	0	0	18,266	0	18,266	0	0	1	1	0	0	33	77,418	0	1	1	1	1	2	1	1	0	0	3	1	2	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	0	95,684	2,814.24	0	1	0	49,559	1	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	1	0	0	8.5	2	11	5.5
RANS004628	South Africa	LockBit	rdp_exploit	Manufacturing	226	1,949,024	0	0	0	0	0	0	1	1	0	0	0	146,053	0	146,053	0	0	1	0	0	0	29	1,586,068	0	1	1	1	1	0	0	0	1	2	2	0	2	0	1	0	1	1	1	0	0	0	1	0	0	0	1	1	0	0	1,732,121	7,664.25	0	0	1	8,624	1	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	0	1	0	3	9	7	7.8
RANS002451	Egypt	Black Basta	vpn_exploit	Healthcare	24	203,928	0	0	0	0	0	0	0	0	1	0	0	49,216	1	18,806	0	0	0	0	1	0	2	13,152	0	0	0	1	1	0	0	0	1	2	1	0	0	1	1	1	0	1	0	0.62	0	0	0	0	1	1	1	0	0	0	62,368	2,598.67	0	1	0	8,497	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2.5	9	6	7.5
RANS002846	Egypt	LockBit	phishing	Manufacturing	176	7,795,744	0	0	0	0	0	0	1	0	0	0	0	23,250	0	23,250	0	0	1	0	0	0	24	2,082,432	1	0	0	1	1	0	0	0	1	2	1	0	1	0	1	0	1	1	0	0	0	0	1	0	0	0	1	1	0	0	2,105,682	11,964.1	0	0	1	44,294	1	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1.5	10.5	7	8.7
RANS001144	Kenya	Play	phishing	Healthcare	14	293,958	1	0	0	0	1	1	0	1	0	0	0	342,238	0	342,238	0	0	0	0	0	0	24	66,528	0	0	0	1	1	1	0	1	0	1	3	2	1	0	0	0	1	1	1	0	0	0	0	0	0	0	1	0	0	0	408,766	29,197.57	0	1	0	20,997	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	6.5	2	3	2.7
RANS003078	South Africa	LockBit	exploited_vulnerability	Education	8	254,784	0	0	0	0	0	0	1	1	0	1	1	46,691	0	46,691	0	0	0	0	0	0	62	43,152	0	1	1	1	1	0	0	0	1	2	2	0	2	2	1	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	89,843	11,230.38	1	0	0	31,848	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	0	1	0	7	7	5	5.4
RANS001103	Tanzania	Akira	rdp_exploit	Healthcare	19	401,394	0	0	0	0	1	0	0	0	1	1	0	39,414	1	33,153	0	0	1	0	1	0	123	217,341	1	0	0	1	1	0	0	0	1	2	2	1	0	2	0	1	0	1	0	0.16	0	0	1	0	1	1	1	1	1	1	256,755	13,513.42	0	1	0	21,126	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	7	7.5	12	8.4
RANS000168	Ghana	Play	supply_chain	Agriculture	1	5,055	1	0	0	0	0	0	1	1	1	0	0	35,006	0	35,006	1	0	0	0	1	0	18	3,546	0	0	0	1	1	1	0	1	0	1	3	0	2	1	1	0	0	1	0	0	1	0	0	0	1	1	1	0	0	0	38,552	38,552	1	0	0	5,055	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	7.5	3	6	4.1
RANS001670	Nigeria	Akira	rdp_exploit	Manufacturing	6	65,094	0	0	0	0	0	0	0	1	0	1	0	83,591	0	83,591	0	0	1	0	0	0	29	72,036	0	0	0	1	1	0	0	0	1	2	1	0	1	1	1	0	0	1	0	0	0	0	1	0	0	0	1	0	0	0	155,627	25,937.83	1	0	0	10,849	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	4.5	7	5	5.9
RANS002570	South Africa	Royal	phishing	Retail	7	72,030	1	0	0	1	0	0	0	0	0	1	0	9,339	1	7,410	1	0	0	0	0	0	29	89,523	0	0	1	1	1	1	0	1	0	2	0	0	0	1	1	1	0	1	0	0.21	1	0	0	0	0	0	1	0	0	0	98,862	14,123.14	1	0	0	10,290	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	5	5	3	4.2
RANS002377	Kenya	LockBit	rdp_exploit	Manufacturing	67	2,563,554	0	0	0	0	1	1	0	1	0	1	0	8,750	0	8,750	1	0	1	0	0	0	24	749,328	0	0	0	1	1	0	0	0	1	2	3	2	1	1	0	0	0	1	0	0	1	0	1	0	0	0	1	1	0	0	758,078	11,314.6	0	0	1	38,262	1	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	7.5	4	7	4.9
RANS004395	Egypt	Royal	exploited_vulnerability	Healthcare	22	916,630	1	0	0	0	1	0	1	0	0	0	0	650,330	0	650,330	1	0	1	0	0	0	5	52,250	1	1	0	1	1	1	0	1	0	1	2	1	1	0	0	0	1	1	1	0	1	0	1	0	0	0	1	0	0	0	702,580	31,935.45	0	1	0	41,665	0	0	0	0	0	1	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	0	0	1	5	3.5	5	4.4
RANS004257	South Africa	Mimic	supply_chain	Education	37	963,517	0	0	0	0	0	1	0	1	1	1	0	980,245	0	980,245	1	0	0	0	1	0	18	162,504	1	1	1	1	1	0	0	0	1	2	3	1	1	2	0	0	0	1	1	0	1	0	0	0	1	1	1	1	0	0	1,142,749	30,885.11	0	1	0	26,041	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1	1	1	0	1	1	0	0	1	0	8.5	4	8	5.1
RANS003862	Egypt	Medusa	supply_chain	Healthcare	4	134,776	0	0	0	0	0	1	1	1	1	0	1	137,008	0	137,008	0	0	1	0	0	0	6	4,608	0	0	0	1	1	0	0	0	1	2	4	1	2	2	0	0	0	1	1	0	0	0	1	0	0	0	1	0	0	0	141,616	35,404	1	0	0	33,694	0	0	0	0	1	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	8	4	5	4
RANS000023	Ghana	LockBit	rdp_exploit	Construction	55	1,246,410	1	0	0	0	1	0	1	0	1	0	0	157,046	0	157,046	0	0	0	0	0	0	6	93,060	0	1	0	1	1	1	0	1	0	1	3	1	1	1	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	0	250,106	4,547.38	0	0	1	22,662	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	7.5	0	3	1.7
RANS002633	South Africa	Nokoyawa	rdp_exploit	NGO	205	8,665,760	0	0	0	0	1	0	1	1	0	0	0	133,114	1	107,251	0	0	0	0	1	0	321	10,462,995	0	0	1	1	1	0	0	0	1	2	3	1	2	0	0	0	1	1	1	0.19	0	0	0	0	1	1	1	1	1	1	10,596,109	51,688.34	0	0	1	42,272	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	4.5	6	10	7.5
RANS003340	Ghana	Royal	rdp_exploit	Education	38	1,300,398	1	0	0	0	0	0	1	0	0	0	0	42,523	0	42,523	0	0	0	0	0	0	191	674,994	0	0	1	1	1	1	0	1	0	1	1	0	1	0	1	0	1	1	0	0	0	0	0	0	0	0	1	1	1	1	717,517	18,882.03	0	1	0	34,221	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	3.5	5	7	6.1
RANS002215	Senegal	LockBit	rdp_exploit	Retail	17	674,237	0	0	0	0	0	1	1	0	0	0	0	102,141	0	102,141	0	0	1	0	0	0	190	1,395,360	0	0	0	1	1	0	0	0	1	2	2	1	1	0	0	0	1	1	1	0	0	0	1	0	0	0	1	1	1	1	1,497,501	88,088.29	0	1	0	39,661	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	3	6	9	7.4
RANS003682	Morocco	LockBit	phishing	Healthcare	37	990,823	0	0	0	0	1	0	0	1	1	0	0	152,986	0	152,986	0	0	1	0	0	0	4	53,280	1	1	0	1	1	0	0	0	1	2	3	1	1	1	0	0	0	1	1	0	0	0	1	0	0	0	1	0	0	0	206,266	5,574.76	0	1	0	26,779	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	0	0	1	5.5	5.5	5	5.1
RANS004724	Kenya	Medusa	vpn_exploit	Agriculture	3	54,375	0	0	0	0	1	0	0	0	1	0	0	864,291	0	864,291	1	0	0	0	0	0	266	68,628	0	0	1	1	1	0	0	0	1	2	2	1	0	1	0	1	0	1	1	0	1	0	0	0	0	0	1	0	1	1	932,919	310,973	1	0	0	18,125	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	4	6	5	5.6
RANS001907	Ghana	Play	rdp_exploit	Education	223	7,048,138	1	0	1	1	0	1	1	0	1	1	0	7,367	1	5,463	0	0	1	0	0	0	30	2,729,520	0	1	0	1	1	2	0	1	0	2	3	1	1	2	0	0	0	1	0	0.26	0	0	1	0	0	0	1	1	0	0	2,736,887	12,273.04	0	0	1	31,606	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	12.5	0	7	2.3
RANS000084	South Africa	LockBit	rdp_exploit	Healthcare	35	1,616,790	1	0	1	0	0	1	1	1	0	0	0	15,178	0	15,178	1	0	0	0	0	0	6	57,120	0	1	0	1	1	2	0	0	0	1	3	1	2	0	0	0	1	1	0	0	1	0	0	0	0	0	1	0	0	0	72,298	2,065.66	0	1	0	46,194	1	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	8.5	2	3	2.3
RANS000227	Ethiopia	INC Ransom	phishing	Healthcare	48	2,092,464	0	0	0	0	1	0	1	1	0	0	0	9,649	0	9,649	0	0	1	0	0	0	12	119,232	1	0	0	1	1	0	0	0	1	2	3	1	2	0	0	0	1	1	0	0	0	0	1	0	0	0	1	1	0	0	128,881	2,685.02	0	1	0	43,593	1	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	4.5	7.5	7	6.9
RANS000296	Morocco	Medusa	supply_chain	Professional Services	45	825,885	0	0	0	0	0	0	1	0	0	0	1	9,907	0	9,907	1	0	0	0	0	0	14	265,230	1	1	0	1	1	0	0	0	1	2	1	0	1	1	1	0	0	1	0	0	1	0	0	0	0	0	1	1	0	0	275,137	6,114.16	0	1	0	18,353	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	1	0	1	1	1	0	0	0	1	2.5	8.5	5	6.9
RANS001001	Morocco	Mallox	rdp_exploit	Hospitality	167	5,052,585	1	0	0	0	1	0	0	1	1	0	0	425,271	0	425,271	0	0	1	0	0	0	46	1,136,936	1	1	0	1	1	1	0	1	0	1	3	1	1	1	0	0	0	1	1	0	0	0	1	0	0	0	1	1	1	0	1,562,207	9,354.53	0	0	1	30,255	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0	1	1	1	0	0	0	1	7.5	1.5	9	4.7
RANS002138	South Africa	Akira	exploited_vulnerability	Manufacturing	17	142,868	0	0	0	0	1	1	0	0	0	0	0	19,642	1	12,974	0	0	1	0	0	0	7	40,341	1	1	0	1	1	0	0	0	1	2	2	2	0	0	0	1	1	1	0	0.34	0	0	1	0	0	0	1	0	0	0	59,983	3,528.41	0	1	0	8,404	0	0	0	0	0	1	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	0	0	1	0	3	9.5	5	7.2
RANS000711	South Africa	LockBit	rdp_exploit	Retail	194	1,882,770	0	0	0	0	0	0	1	0	1	0	0	927,706	1	438,508	0	0	1	0	1	0	28	2,411,808	0	0	1	1	1	0	0	0	1	2	2	0	1	1	1	0	0	1	1	0.53	0	0	1	0	1	1	1	1	0	0	3,339,514	17,213.99	0	0	1	9,705	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	4	7	10	8
RANS002801	Kenya	Black Basta	rdp_exploit	Transportation	184	1,481,568	1	0	1	0	0	0	0	1	0	1	0	35,527	0	35,527	0	0	0	0	0	0	5	212,520	1	0	0	1	1	2	0	0	0	1	1	0	1	1	1	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	248,047	1,348.08	0	0	1	8,052	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	0	1	0	0	8.5	4.5	5	4.1
RANS002527	Cameroon	Clop	phishing	Manufacturing	32	354,368	1	0	1	0	0	0	0	0	0	0	1	157,141	1	83,030	0	0	1	1	1	0	47	545,952	1	0	1	1	1	2	0	0	0	1	0	0	0	1	1	1	0	1	1	0.47	0	0	1	1	1	1	1	1	1	0	703,093	21,971.66	0	1	0	11,074	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	5	5	16	9.4
RANS003752	Zimbabwe	Black Basta	phishing	Retail	9	230,643	1	0	0	0	0	1	1	0	1	0	1	809,058	1	286,137	0	0	0	0	0	0	15	42,795	1	0	0	1	1	1	0	1	0	1	3	1	1	2	0	0	0	1	1	0.65	0	0	0	0	0	0	1	0	0	0	851,853	94,650.33	1	0	0	25,627	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	8.5	1.5	3	2.1
RANS003321	Egypt	Royal	compromised_credentials	Education	48	575,136	0	0	0	0	0	0	1	0	0	0	0	105,171	0	105,171	1	0	0	0	1	0	53	1,221,120	0	1	0	1	1	0	0	0	1	2	1	0	1	0	1	0	1	1	1	0	1	0	0	0	1	1	1	1	1	0	1,326,291	27,631.06	0	1	0	11,982	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	1.5	9	10	9.3
RANS003181	Nigeria	Medusa	rdp_exploit	Healthcare	25	436,600	0	0	0	0	1	0	0	1	0	1	0	7,757	1	3,637	0	0	0	0	0	0	65	723,125	1	0	0	1	1	0	0	0	1	2	2	1	1	1	0	0	0	1	0	0.53	0	0	0	0	0	0	1	1	1	0	730,882	29,235.28	0	1	0	17,464	0	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	6	5.5	7	5.8
RANS004183	South Africa	Play	phishing	Education	105	2,968,350	0	0	0	0	1	1	0	0	0	0	0	8,045	0	8,045	0	0	1	0	0	0	12	417,060	1	0	0	1	1	0	0	0	1	2	2	2	0	0	0	1	1	1	0	0	0	0	1	0	0	0	1	1	0	0	425,105	4,048.62	0	0	1	28,270	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	3	9.5	7	8

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Ransomware Impact on African SMEs — Africa Cyber Threat Intelligence

Part of the Africa Cyber Threat Intelligence collection by electricsheepafrica.

Acquisition: SYNTHETIC
Rows: 10,000 (balanced 50/50)
Synthetic: All records synthetically generated (is_synthetic=1).

Usage

from datasets import load_dataset
dataset = load_dataset("electricsheepafrica/africa-ransomware-dataset")

Features

Column	Type
`record_id`	str
`country`	str
`ransomware_family`	str
`attack_vector`	str
`sme_sector`	str
`employee_count`	int64
`annual_revenue_usd`	int64
`has_backup`	int64
`backup_tested`	int64
`backup_offline`	int64
`backup_encrypted`	int64
`has_antivirus`	int64
`has_edr`	int64
`has_firewall`	int64
`has_email_filter`	int64
`has_patching_process`	int64
`has_cyber_insurance`	int64
`has_incident_response_plan`	int64
`ransom_demand_usd`	int64
`negotiated_down`	int64
`final_ransom_usd`	int64
`paid_ransom`	int64
`partial_payment`	int64
`data_exfiltrated`	int64
`data_leaked`	int64
`double_extortion`	int64
`triple_extortion`	int64
`recovery_days`	int64
`downtime_cost_usd`	int64
`is_load_shedding_region`	int64
`uses_msp`	int64
`has_generator`	int64
`label`	int64
`is_synthetic`	int64
`backup_maturity`	int64
`has_valid_backup`	int64
`backup_compromised`	int64
`no_backup`	int64
`backup_risk`	int64
`security_stack`	int64
`endpoint_protection`	int64
`network_protection`	int64
`process_maturity`	int64
`no_endpoint_protection`	int64
`no_network_protection`	int64
`no_process_maturity`	int64
`fully_protected`	int64
`has_ransom_demand`	int64
`high_ransom`	int64
`negotiated_discount`	float64
`paid_full`	int64
`paid_partial`	int64
`has_data_theft`	int64
`data_leaked_public`	int64
`multi_extortion`	int64
`extortion_severity`	int64
`has_downtime`	int64
`high_downtime_cost`	int64
`slow_recovery`	int64
`very_slow_recovery`	int64
`total_impact`	int64
`impact_per_employee`	float64
`is_micro`	int64
`is_small`	int64
`is_medium`	int64
`revenue_per_employee`	float64
`is_high_revenue`	int64
`vector_rdp`	int64
`vector_phishing`	int64
`vector_vpn`	int64
`vector_supply_chain`	int64
`vector_vulnerability`	int64
`vector_credentials`	int64
`vector_usb`	int64
`vector_insider`	int64
`no_vector`	int64
`is_lockbit`	int64
`is_blackcat`	int64
`is_clop`	int64
`is_play`	int64
`is_royal`	int64
`is_other_family`	int64
`no_family`	int64
`sector_healthcare`	int64
`sector_manufacturing`	int64
`sector_education`	int64
`sector_retail`	int64
`sector_professional`	int64
`sector_construction`	int64
`sector_hospitality`	int64
`sector_transport`	int64
`sector_agriculture`	int64
`sector_real_estate`	int64
`sector_legal`	int64
`sector_ngo`	int64
`load_shedding_region`	int64
`uses_msp.1`	int64
`has_generator.1`	int64
`infrastructure_risk`	int64
`msp_risk`	int64
`african_sme_risk`	int64
`is_west_africa`	int64
`is_east_africa`	int64
`is_southern_africa`	int64
`is_north_africa`	int64
`security_posture_score`	float64
`vulnerability_score`	float64
`ransomware_impact_score`	int64
`sme_risk_score`	float64

Citation

@misc{electricsheepafrica2026africaransomwaredataset,
  title = {Ransomware Impact on African SMEs (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-ransomware-dataset}}
}

License: MIT

Downloads last month: 111

Collection including electricsheepafrica/africa-ransomware-dataset

Africa · Cyber Threat Intelligence

Collection

A curated collection of machine-learning ready datasets for cybersecurity threat detection, intelligence, and research. • 42 items • Updated about 3 hours ago