Datasets:

electricsheepafrica
/

africa-energy-ot-ics-dataset

record_id large_string	country large_string	energy_sector large_string	energy_type large_string	facility_name large_string	ot_system large_string	vendor_origin large_string	threat_vector large_string	has_air_gap int64	it_ot_segmentation int64	has_firewall int64	has_ids int64	has_antivirus int64	remote_access_enabled int64	remote_access_mfa int64	remote_access_vpn int64	default_credentials int64	weak_passwords int64	password_rotation int64	unpatched_os int64	unpatched_firmware int64	eol_system int64	legacy_protocol int64	usb_ports_enabled int64	no_usb_policy int64	has_logging int64	has_monitoring int64	has_backup int64	backup_tested int64	has_ciso int64	security_budget_pct float64	last_audit_days int64	incident_count_12m int64	staff_count int64	ot_devices int64	critical_systems int64	is_national_grid int64	is_rural_installation int64	foreign_vendor int64	load_shedding_region int64	label int64	is_synthetic int64	segmentation_score int64	no_segmentation int64	partial_segmentation int64	network_defense int64	no_network_defense int64	remote_secure int64	remote_exposed int64	remote_risk_score int64	credential_risk int64	strong_credential_mgmt int64	patching_deficit int64	is_legacy_risk int64	is_unpatched int64	usb_risk int64	usb_secure int64	observability_score int64	has_valid_backup int64	backup_score int64	low_budget int64	audit_overdue int64	very_overdue int64	has_incidents int64	many_incidents int64	is_large_facility int64	ot_device_density float64	critical_ratio float64	is_high_criticality int64	is_power_generation int64	is_power_transmission int64	is_power_distribution int64	is_oil_gas int64	is_renewable int64	is_nuclear int64	is_mining_energy int64	is_coal int64	is_hydro int64	is_natural_gas int64	is_solar int64	is_wind int64	is_diesel int64	is_geothermal int64	is_biomass int64	is_nuclear_type int64	is_oil_type int64	is_scada int64	is_dcs int64	is_plc int64	is_rtu int64	is_hmi int64	is_ems int64	is_sis int64	is_historian int64	is_modbus int64	is_dnp3 int64	is_iec61850 int64	is_opcua int64	is_european_vendor int64	is_american_vendor int64	is_asian_vendor int64	is_local_vendor int64	threat_ransomware int64	threat_supply_chain int64	threat_remote_access int64	threat_insider int64	threat_physical int64	threat_phishing int64	threat_zero_day int64	threat_credential int64	threat_unpatched int64	threat_protocol int64	threat_dos int64	threat_nation_state int64	is_west_africa int64	is_east_africa int64	is_southern_africa int64	is_north_africa int64	is_central_africa int64	is_anglophone int64	is_francophone int64	grid_critical int64	rural_foreign_risk int64	security_posture_score float64	vulnerability_score float64	impact_score float64	ot_risk_score float64
REC001501	Rwanda	Refining	Mixed	LNG Terminal	Profinet	Yokogawa	remote_access_exploit	0	1	1	0	0	0	0	0	1	1	0	1	1	0	0	1	1	0	1	0	0	1	0.72	985	7	2,699	157	82	0	0	1	0	1	1	1	0	1	1	0	0	0	0	3	0	2	0	1	1	1	1	0	0	1	1	1	1	1	1	0.06	0.52	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	10	13.5	8.64	9.86
REC002586	Botswana	Power Transmission	Hydro	Benban Solar Park	HMI	ABB	supply_chain	0	0	1	0	0	1	0	0	0	1	0	0	0	0	1	1	1	0	0	1	1	0	1.24	562	4	843	135	54	1	0	1	1	1	1	0	1	0	1	0	0	1	2	2	0	1	1	0	1	1	0	1	2	1	1	1	1	0	1	0.16	0.4	1	0	1	0	0	0	0	0	0	1	0	0	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	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	9	16	8.08	10.83
REC002653	Senegal	Renewable Energy	Biomass	Tarfaya Wind Farm	IEC 61850	Rockwell Automation	protocol_exploit	1	0	0	0	0	1	0	1	0	0	1	1	0	0	1	1	0	1	1	0	0	0	1.4	795	11	2,485	437	81	0	1	1	1	1	1	1	0	1	0	1	0	1	1	0	1	2	1	1	2	0	2	0	0	1	1	1	1	1	1	0.18	0.19	1	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	1	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	1	8	14.5	8.62	10.65
REC001055	Cote d'Ivoire	Mining Energy	Wind	Lake Turkana Wind	RTU	Indian Vendor	phishing	0	0	0	0	0	1	0	0	0	0	1	1	1	0	1	1	1	0	0	0	0	1	1.02	626	9	2,925	73	86	0	1	1	1	1	1	0	1	0	0	1	0	1	2	0	1	3	1	1	1	1	0	0	0	1	1	1	1	1	1	0.02	1.18	1	0	0	0	0	0	0	1	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	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	1	6.5	17	8.72	11.99
REC000705	Botswana	Power Generation	Geothermal	Sonelgas	BMS	ABB	ransomware	0	1	0	1	1	0	0	0	1	0	0	1	1	0	1	1	0	1	0	1	0	0	1.4	917	13	965	242	13	1	0	1	1	1	1	1	0	1	2	0	0	0	0	2	0	3	1	1	2	0	1	0	1	1	1	1	1	1	1	0.25	0.05	0	1	0	0	0	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	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	8.5	15	8.26	10.6
REC000106	South Africa	Renewable Energy	Diesel	Rumaila Oil Field	SIS	Siemens	nation_state	1	0	0	0	0	1	0	0	1	0	0	0	1	1	1	1	1	0	0	0	0	0	1.83	1,333	12	1,994	393	68	0	0	1	0	1	1	1	0	1	0	1	0	1	2	2	0	3	1	1	1	1	0	0	0	1	1	1	1	1	1	0.2	0.17	1	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	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	4.5	18	8.36	12.64
REC000589	Uganda	Oil Production	Nuclear	Substation Alpha	PI Historian	Schneider Electric	protocol_exploit	1	1	0	0	1	0	0	0	0	0	1	1	0	1	0	1	1	0	1	0	0	0	1.91	583	7	967	363	52	0	0	1	1	1	1	2	0	0	1	0	0	0	0	0	1	2	1	1	1	1	1	0	0	1	1	1	1	1	1	0.38	0.14	1	0	0	0	1	0	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	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	12	7.5	8.04	6.82
REC002468	Zambia	Natural Gas	Oil	Zubair Oil Field	EMS	Emerson	credential_theft	1	0	0	1	0	0	0	0	1	1	0	1	1	0	1	0	0	0	1	1	0	0	1.1	1,893	10	2,021	87	96	0	0	1	0	1	1	1	0	1	1	0	0	0	0	3	0	3	1	1	1	1	1	0	1	1	1	1	1	1	1	0.04	1.1	1	0	0	0	1	0	0	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	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	8.5	15	8.92	10.87
REC002413	Cameroon	Water-Energy Nexus	Wind	Kariba Dam	IEC 61850	Emerson	dos_attack	0	0	1	0	0	1	0	0	1	0	1	1	0	0	1	1	0	0	0	0	0	0	0.01	887	5	155	308	55	0	0	1	0	1	1	0	1	0	1	0	0	1	2	1	0	2	1	1	2	0	0	0	0	1	1	1	1	0	0	1.99	0.18	1	0	0	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	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0	0	0	3.5	17.5	5.1	11.34
REC001600	Nigeria	Nuclear	Coal	Substation Alpha	SCADA	Schneider Electric	ransomware	0	0	0	1	0	0	0	0	1	1	0	1	0	0	0	0	0	0	0	1	1	1	0.39	1,050	12	2,418	62	2	1	1	1	1	1	1	0	1	0	1	0	0	0	0	3	0	1	0	1	1	1	0	1	2	1	1	1	1	1	1	0.03	0.03	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	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	0	1	0	0	1	11	15	8.04	10.02
REC002464	Egypt	Water-Energy Nexus	Nuclear	Substation Alpha	WirelessHART	Mitsubishi	nation_state	0	0	1	1	0	1	1	1	1	1	0	1	0	0	1	1	1	1	0	0	0	0	1.94	1,060	3	152	484	83	1	1	1	1	1	1	0	1	0	2	0	1	0	0	3	0	2	1	1	1	1	1	0	0	1	1	1	1	0	0	3.18	0.17	1	0	0	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	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	1	10.5	16.5	8.66	10.96
REC000228	Zambia	Natural Gas	Hydro	Aswan High Dam	HMI	Siemens	insider_threat	0	0	0	0	0	1	0	1	0	1	0	0	1	1	0	1	1	0	0	0	0	0	1.48	1,411	8	1,941	15	59	0	0	1	1	1	1	0	1	0	0	1	0	1	1	2	0	2	1	1	1	1	0	0	0	1	1	1	1	1	1	0.01	3.93	1	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	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	3.5	19.5	8.18	13.37
REC000915	Cote d'Ivoire	Refining	Mixed	Tarfaya Wind Farm	Profinet	Local Vendor	credential_theft	1	0	0	0	1	0	0	0	1	1	0	1	0	1	0	0	0	0	0	0	0	0	1.7	2,000	4	2,467	81	64	0	1	0	0	1	1	1	0	1	1	0	0	0	0	3	0	2	1	1	1	1	0	0	0	1	1	1	1	0	1	0.03	0.79	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	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	0	0	0	1	0	0	7	13.5	5.28	9.11
REC000794	Senegal	Power Generation	Oil	KenGen Geothermal	BMS	Emerson	dos_attack	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	1	1	1	0	0	0	0	1.94	1,980	10	1,909	444	19	0	0	1	1	1	1	0	1	0	1	0	0	0	0	2	0	0	0	0	1	1	1	0	0	1	1	1	1	1	1	0.23	0.04	0	1	0	0	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	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	1	0	0	8	11.5	5.38	8.15
REC003021	South Africa	Renewable Energy	Geothermal	Benban Solar Park	DCS	Honeywell	dos_attack	1	0	0	0	0	0	0	0	1	1	0	1	0	1	0	0	0	0	0	1	0	0	0.01	1,915	5	2,029	219	98	1	1	1	1	1	1	1	0	1	0	1	0	0	0	3	0	2	1	1	1	1	0	0	1	1	1	1	1	0	1	0.11	0.45	1	0	0	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	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	1	1	7	15.5	8.96	11.38
REC003543	Tanzania	Oil Production	Mixed	Lake Turkana Wind	WirelessHART	Siemens	insider_threat	0	0	0	0	0	1	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	1	1.21	1,420	15	354	189	6	0	0	1	1	1	1	0	1	0	0	1	0	1	2	3	0	1	1	0	2	0	0	0	0	1	1	1	1	1	0	0.53	0.03	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	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	5	22	5.12	12.85
REC001073	Tanzania	Oil Production	Coal	Tema Oil Refinery	WirelessHART	Indian Vendor	phishing	0	0	1	1	0	0	0	0	1	1	0	0	1	0	0	1	1	0	0	0	0	0	0.02	1,052	8	261	61	25	0	1	1	0	1	1	0	1	0	2	0	0	0	0	3	0	1	0	1	1	1	0	0	0	1	1	1	1	1	0	0.23	0.41	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	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	7.5	15	5.5	9.7
REC003351	Tunisia	Renewable Energy	Nuclear	KenGen Geothermal	Profinet	Mitsubishi	protocol_exploit	0	0	0	0	0	1	0	1	0	1	0	0	1	0	0	1	0	1	1	0	0	0	0.89	984	7	2,260	390	24	0	0	1	0	1	1	0	1	0	0	1	0	1	1	2	0	1	0	1	2	0	2	0	0	1	1	1	1	1	1	0.17	0.06	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	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	0	1	0	0	5	20	5.48	12.19
REC001744	Algeria	Mining Energy	Geothermal	Tema Oil Refinery	SCADA	Siemens	credential_theft	0	0	0	0	0	1	0	0	1	0	1	1	0	1	1	1	0	1	1	1	1	0	0.97	1,780	2	861	140	10	0	1	1	0	1	1	0	1	0	0	1	0	1	2	1	0	3	1	1	2	0	2	1	2	1	1	1	1	0	1	0.16	0.07	0	0	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	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	6	21	2.2	11.08
REC001084	Kenya	Power Generation	Wind	Aswan High Dam	WirelessHART	Indian Vendor	protocol_exploit	1	0	0	0	0	1	0	0	0	0	0	1	1	1	1	1	1	0	0	0	0	1	0.49	1,418	6	870	275	41	0	0	1	0	1	1	1	0	1	0	1	0	1	2	1	0	4	1	1	1	1	0	0	0	1	1	1	1	1	1	0.32	0.15	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	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	5.5	17.5	5.82	11.23
REC000926	Senegal	Power Transmission	Solar	Akosombo Dam	DNP3	Chinese Vendor	supply_chain	1	0	0	0	0	0	0	0	1	1	1	0	1	0	0	1	1	0	0	1	1	1	0.43	544	4	438	139	47	1	1	1	1	1	1	1	0	1	0	1	0	0	0	2	0	1	0	1	1	1	0	1	2	1	1	1	1	0	0	0.32	0.34	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	0	1	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	1	11.5	12	5.94	7.88
REC003049	Morocco	Refining	Geothermal	Aswan High Dam	EMS	Schneider Electric	insider_threat	0	0	1	0	0	0	0	0	1	0	0	1	1	1	0	0	0	0	0	1	0	0	1.5	1,456	11	366	418	48	0	1	1	1	1	1	0	1	0	1	0	0	0	0	2	0	3	1	1	1	1	0	0	1	1	1	1	1	1	0	1.14	0.11	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	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	0	0	0	0	0	0	1	0	0	1	0	1	5.5	16	5.96	10.68
REC001117	Mali	Power Distribution	Hydro	Substation Alpha	IEC 61850	Schneider Electric	ransomware	0	0	1	0	0	1	0	0	0	0	0	1	1	1	1	1	0	1	0	0	0	0	0.95	728	1	1,468	97	2	0	0	1	1	1	1	0	1	0	1	0	0	1	2	1	0	4	1	1	2	0	1	0	0	1	1	1	1	0	1	0.07	0.02	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	0	1	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	2.5	20.5	2.04	11.52
REC000642	Ethiopia	Power Distribution	Hydro	KenGen Geothermal	EtherNet/IP	Indian Vendor	unpatched_legacy	0	0	0	1	1	0	0	0	1	1	1	0	1	0	1	1	1	0	0	0	0	0	1.58	922	7	2,043	394	22	1	1	1	0	1	1	0	1	0	2	0	0	0	0	2	0	2	1	1	1	1	0	0	0	1	1	1	1	1	1	0.19	0.06	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	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	1	1	6.5	14.5	8.44	10.88
REC004767	Cote d'Ivoire	Refining	Mixed	Kainji Dam	DNP3	General Electric	supply_chain	0	0	0	1	0	1	1	0	0	1	0	1	0	0	1	1	0	0	0	0	0	0	1.7	1,190	9	1,779	418	34	1	1	1	1	1	1	0	1	0	1	0	0	1	1	2	0	2	1	1	2	0	0	0	0	1	1	1	1	1	1	0.23	0.08	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	1	3.5	19.5	8.68	13.57
REC000501	Morocco	Power Distribution	Mixed	Kariba Dam	HMI	Indian Vendor	zero_day	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1	0	0	0	0	0	0	0	1.75	1,299	5	2,597	204	22	0	1	1	1	1	1	0	1	0	0	1	0	0	0	0	1	3	1	1	1	1	0	0	0	1	1	1	1	0	1	0.08	0.11	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	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	1	4.5	14	2.44	8.68
REC004066	Cameroon	Oil Production	Diesel	Geregu Power Plant	DNP3	General Electric	supply_chain	0	0	0	0	1	0	0	0	1	0	0	1	0	1	0	0	1	0	0	1	0	0	0.76	1,660	3	693	333	32	0	0	1	0	1	1	0	1	0	1	0	0	0	0	2	0	2	1	1	0	1	0	0	1	1	1	1	1	0	1	0.48	0.1	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	1	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	6.5	12.5	2.64	7.76
REC000333	Tunisia	Nuclear	Natural Gas	Inga Dam	HMI	Emerson	dos_attack	0	0	1	1	1	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	1.67	1,408	7	237	479	17	0	1	1	1	1	1	0	1	0	3	0	0	0	0	1	0	2	1	1	1	1	0	0	0	1	1	1	1	1	0	2.02	0.04	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	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	1	8	12.5	5.34	8.54
REC004684	Ghana	Water-Energy Nexus	Biomass	Olkaria Plant	IEC 61850	General Electric	ransomware	0	0	0	0	0	1	0	0	1	0	0	0	0	1	1	0	1	1	0	0	0	1	0.52	807	15	2,395	142	22	0	0	1	1	1	1	0	1	0	0	1	0	1	2	2	0	2	1	0	0	1	1	0	0	1	1	1	1	1	1	0.06	0.15	0	0	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	0	1	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	0	6.5	17.5	5.44	10.88
REC000486	Ethiopia	Power Distribution	Mixed	Solar Farm C	RTU	Chinese Vendor	ransomware	1	0	0	0	1	1	0	0	0	1	0	1	0	1	1	0	0	1	0	1	1	0	1.65	1,099	6	567	212	77	1	1	1	1	1	1	1	0	1	1	0	0	1	2	2	0	3	1	1	1	1	1	1	2	1	1	1	1	1	1	0.37	0.36	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	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	0	0	0	0	0	1	0	0	0	0	0	1	1	10	16	11.54	12.02
REC001962	Zambia	Power Generation	Nuclear	Zubair Oil Field	EMS	Honeywell	remote_access_exploit	0	0	0	0	0	1	0	1	0	0	0	1	1	0	1	1	0	0	0	0	0	0	1.09	710	1	364	392	85	0	0	1	1	1	1	0	1	0	0	1	0	1	1	1	0	3	1	1	2	0	0	0	0	1	1	1	1	0	0	1.08	0.22	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	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	0	0	0	0	1	0	0	1	0	0	0	1	21	5.7	13.48
REC000393	Uganda	Power Transmission	Hydro	Inga Dam	EMS	Yokogawa	nation_state	1	1	0	1	0	1	0	0	1	1	1	0	0	0	1	1	1	0	1	0	0	0	0.94	651	6	1,704	427	21	0	1	1	1	1	1	2	0	0	1	0	0	1	2	2	0	1	1	0	1	1	1	0	0	1	1	1	1	1	1	0.25	0.05	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	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	1	11	13	5.42	8.17
REC004842	Mozambique	Power Generation	Solar	Koeberg Nuclear	HMI	Yokogawa	insider_threat	0	0	0	0	1	1	0	0	0	0	0	0	1	1	1	0	0	0	0	1	1	1	1.34	948	6	2,007	311	11	0	1	1	0	1	1	0	1	0	1	0	0	1	2	1	0	3	1	1	1	1	0	1	2	1	1	1	1	1	1	0.15	0.04	0	1	0	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	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	1	9	17	5.22	10.09
REC004866	Ethiopia	Mining Energy	Coal	Noor Solar	HMI	Siemens	supply_chain	0	0	0	0	1	0	0	0	1	0	0	1	1	0	0	1	0	1	0	0	0	0	0.77	1,479	6	52	401	84	1	1	1	0	1	1	0	1	0	1	0	0	0	0	2	0	2	0	1	2	0	1	0	0	1	1	1	1	1	0	7.71	0.21	1	0	0	0	0	0	0	1	1	0	0	0	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	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	4.5	16.5	11.68	13.37
REC001755	Botswana	Nuclear	Mixed	Koeberg Nuclear	SCADA	Honeywell	credential_theft	0	1	0	0	0	1	0	0	0	1	0	1	1	1	1	1	1	0	0	1	0	0	1.89	672	13	775	76	84	1	1	1	0	1	1	1	0	1	0	1	0	1	2	2	0	4	1	1	1	1	0	0	1	1	1	1	1	1	1	0.1	1.11	1	0	0	0	0	0	1	0	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	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	1	1	5	19.5	11.68	14.47
REC002515	Algeria	Renewable Energy	Geothermal	Akosombo Dam	EtherNet/IP	ABB	phishing	0	0	0	0	0	1	0	0	0	1	0	1	1	0	1	0	0	0	0	1	0	1	1.45	1,445	3	2,447	474	50	1	1	1	0	1	1	0	1	0	0	1	0	1	2	2	0	3	1	1	1	1	0	0	1	1	1	1	1	0	1	0.19	0.11	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	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	1	1	6	21	6	12.6
REC003585	Cameroon	Refining	Biomass	Kainji Dam	PI Historian	ABB	zero_day	1	0	0	1	1	1	0	1	0	0	0	0	1	1	0	1	0	1	0	0	0	0	1.25	1,679	12	642	443	88	1	0	1	0	1	1	1	0	1	2	0	0	1	1	1	0	2	1	1	2	0	1	0	0	1	1	1	1	1	1	0.69	0.2	1	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	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	1	0	8	14.5	11.76	11.9
REC004315	Tunisia	Oil Production	Diesel	Akosombo Dam	IEC 61850	Chinese Vendor	physical_breach	0	0	1	0	1	1	0	0	1	1	0	1	1	0	0	1	0	0	0	0	0	0	1.68	1,523	3	1,022	189	30	1	0	1	1	1	1	0	1	0	2	0	0	1	2	3	0	2	0	1	2	0	0	0	0	1	1	1	1	0	1	0.18	0.16	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	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	5	21.5	5.6	12.84
REC004966	Mali	Renewable Energy	Natural Gas	Gas Processing Plant	Modbus TCP	Siemens	unpatched_legacy	1	0	1	0	1	1	0	0	1	1	0	0	1	0	0	1	0	0	0	1	1	0	1.55	611	9	420	393	91	0	0	1	0	1	1	1	0	1	2	0	0	1	2	3	0	1	0	1	2	0	0	1	2	1	1	1	1	1	0	0.94	0.23	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	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	0	0	11	17	8.82	11.13
REC002099	Cameroon	Nuclear	Natural Gas	Kainji Dam	WirelessHART	Local Vendor	dos_attack	1	0	0	1	0	1	0	0	0	0	0	1	0	1	1	1	1	0	0	1	0	0	0.09	918	2	1,027	404	59	0	1	0	1	1	1	1	0	1	1	0	0	1	2	1	0	3	1	1	1	1	0	0	1	1	1	1	1	0	1	0.39	0.15	1	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	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	1	0	0	0	7.5	14	5.18	9.17
REC003599	Morocco	Power Generation	Mixed	Tema Oil Refinery	OPC UA	Schneider Electric	nation_state	0	0	0	0	0	1	1	0	1	0	0	0	1	0	0	1	1	0	0	1	0	0	1.25	1,580	6	2,879	264	90	1	0	1	0	1	1	0	1	0	0	1	0	1	1	2	0	1	0	1	1	1	0	0	1	1	1	1	1	1	1	0.09	0.34	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	1	0	6	18	11.8	13.72
REC004121	South Africa	Power Distribution	Nuclear	Akosombo Dam	EMS	Emerson	ransomware	0	0	1	0	1	1	1	0	0	0	0	1	0	0	1	1	0	1	0	0	0	0	1.44	1,405	6	1,679	278	59	1	1	1	0	1	1	0	1	0	2	0	0	1	1	1	0	2	1	1	2	0	1	0	0	1	1	1	1	1	1	0.17	0.21	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	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	0	0	0	0	1	0	0	1	0	1	1	6	17.5	11.18	13.27
REC000029	Zimbabwe	Renewable Energy	Natural Gas	Inga Dam	Profinet	Local Vendor	dos_attack	0	0	0	0	1	1	0	0	1	0	0	1	1	1	1	0	1	0	0	0	0	0	1.89	1,703	5	2,627	497	56	0	1	0	1	1	1	0	1	0	1	0	0	1	2	2	0	4	1	1	0	1	0	0	0	1	1	1	1	0	1	0.19	0.11	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	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	3	18.5	5.12	11.85
REC000065	Kenya	Mining Energy	Coal	Solar Farm C	PLC	General Electric	ransomware	0	1	0	0	1	1	0	0	1	1	1	0	1	0	1	0	0	1	0	1	0	0	1.51	1,111	8	2,768	373	71	1	1	1	1	1	1	1	0	1	1	0	0	1	2	2	0	2	1	1	1	1	1	0	1	1	1	1	1	1	1	0.13	0.19	1	0	0	0	0	0	0	1	1	0	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	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	1	9.5	14.5	11.42	11.47
REC000838	Kenya	Renewable Energy	Biomass	Port Harcourt Refinery	BMS	Chinese Vendor	nation_state	0	0	1	0	1	0	0	0	1	0	0	0	1	1	1	1	0	0	0	0	0	1	1.67	996	8	2,764	88	78	0	1	1	1	1	1	0	1	0	2	0	0	0	0	2	0	3	1	1	2	0	0	0	0	1	1	1	1	1	1	0.03	0.89	1	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	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	1	6	18	8.56	12.42
REC003906	Nigeria	Power Generation	Coal	Tema Oil Refinery	PLC	Mitsubishi	zero_day	0	0	1	1	0	1	1	0	1	0	0	1	0	0	0	1	1	1	0	0	0	0	0.69	1,418	7	2,999	136	5	0	0	1	1	1	1	0	1	0	2	0	0	1	1	2	0	1	0	1	1	1	1	0	0	1	1	1	1	1	1	0.05	0.04	0	1	0	0	0	0	0	0	1	0	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	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	8.5	16	5.1	9.74
REC003773	Cote d'Ivoire	Renewable Energy	Coal	Kariba Dam	SIS	General Electric	physical_breach	0	1	0	0	0	1	1	0	1	0	1	0	1	1	1	0	0	0	0	0	0	0	0.58	1,195	6	50	235	92	0	0	1	0	1	1	1	0	1	0	1	0	1	1	1	0	3	1	1	1	1	0	0	0	1	1	1	1	1	0	4.7	0.39	1	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	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	0	0	1	0	0	0	0	0	1	0	0	4.5	16	8.84	12.04
REC004635	Nigeria	Refining	Oil	Lake Turkana Wind	DNP3	Honeywell	dos_attack	1	0	0	1	1	1	0	1	0	1	1	1	1	1	0	1	0	0	0	0	0	0	0.19	1,741	11	2,278	31	77	0	1	1	1	1	1	1	0	1	2	0	0	1	1	1	0	3	1	1	2	0	0	0	0	1	1	1	1	1	1	0.01	2.48	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	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	0	0	0	1	0	1	0	0	0	0	1	0	0	1	6	16	8.54	11.62
REC003161	Tunisia	Mining Energy	Diesel	Koeberg Nuclear	DCS	ABB	protocol_exploit	0	1	1	0	0	1	0	1	0	1	0	1	0	0	1	1	1	0	0	1	0	0	1.68	1,578	7	2,332	59	44	0	0	1	0	1	1	1	0	1	1	0	0	1	1	2	0	2	1	1	1	1	0	0	1	1	1	1	1	1	1	0.03	0.75	0	0	0	0	0	0	0	1	0	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	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	8.5	14.5	5.88	9.45
REC002659	Rwanda	Renewable Energy	Diesel	Aswan High Dam	WirelessHART	Honeywell	phishing	1	0	0	0	1	1	0	0	0	1	1	1	1	1	1	1	0	0	1	1	0	0	1.27	1,398	15	1,505	298	19	0	1	1	1	1	1	1	0	1	1	0	0	1	2	1	0	4	1	1	2	0	1	0	1	1	1	1	1	1	1	0.2	0.06	0	0	0	0	0	1	0	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	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	6	17.5	5.38	10.95
REC004615	Rwanda	Water-Energy Nexus	Hydro	Port Harcourt Refinery	SIS	Indian Vendor	unpatched_legacy	0	0	0	1	0	0	0	0	1	1	0	0	1	0	1	1	1	0	1	0	0	0	1.7	981	6	1,196	375	77	0	1	1	0	1	1	0	1	0	1	0	0	0	0	3	0	2	1	1	1	1	1	0	0	1	1	1	1	1	1	0.31	0.21	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	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	0	0	1	6	16.5	8.54	11.82
REC004628	Uganda	Mining Energy	Biomass	Benban Solar Park	Modbus TCP	ABB	supply_chain	0	0	1	1	0	0	0	0	1	0	1	0	1	1	1	1	1	0	1	0	0	0	0.43	1,120	2	2,261	89	43	0	0	1	1	1	1	0	1	0	2	0	0	0	0	1	0	3	1	1	1	1	1	0	0	1	1	1	1	0	1	0.04	0.48	0	0	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	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	6.5	14	2.86	8.44
REC002451	Tanzania	Refining	Wind	Olkaria Plant	WirelessHART	Mitsubishi	dos_attack	0	0	0	0	0	0	0	0	1	1	1	1	1	0	1	1	1	0	1	1	0	0	1.2	1,957	11	1,663	465	53	0	1	1	0	1	1	0	1	0	0	1	0	0	0	2	0	3	1	1	1	1	1	0	1	1	1	1	1	1	1	0.28	0.11	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	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	1	0	0	1	0	0	0	0	0	0	1	5	18	8.06	12.42
REC002846	Mali	Renewable Energy	Oil	Grid Control Center	SIS	Honeywell	unpatched_legacy	0	1	0	0	1	1	0	0	1	0	1	1	0	1	1	0	0	0	0	1	1	1	0.95	1,231	1	1,844	292	31	1	1	1	1	1	1	1	0	1	1	0	0	1	2	1	0	3	1	1	1	1	0	1	2	1	1	1	1	0	1	0.16	0.11	0	0	0	0	0	1	0	0	0	0	0	0	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	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	1	1	11	14	5.62	8.65
REC001144	Senegal	Power Transmission	Wind	Tema Oil Refinery	IEC 61850	General Electric	protocol_exploit	0	0	1	1	0	0	0	0	1	1	1	0	1	0	1	0	1	0	0	0	0	0	1.24	1,466	1	2,242	44	30	1	0	1	0	1	1	0	1	0	2	0	0	0	0	2	0	2	1	1	0	1	0	0	0	1	1	1	1	0	1	0.02	0.68	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	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	0	6.5	12.5	5.6	8.94
REC003078	Cameroon	Nuclear	Mixed	Lake Turkana Wind	WirelessHART	Honeywell	physical_breach	0	1	0	0	0	1	0	0	1	0	0	0	0	0	1	1	1	1	0	0	0	0	0.28	573	15	2,229	14	92	0	1	1	0	1	1	1	0	1	0	1	0	1	2	2	0	1	1	0	1	1	1	0	0	1	1	1	1	1	1	0.01	6.57	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	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	0	1	7.5	15	8.84	11.04
REC001103	Morocco	Water-Energy Nexus	Natural Gas	KenGen Geothermal	PLC	Chinese Vendor	protocol_exploit	0	0	0	0	0	1	0	0	1	0	0	0	1	0	1	0	1	0	0	0	0	0	0.72	1,828	6	2,954	177	98	0	1	1	1	1	1	0	1	0	0	1	0	1	2	2	0	2	1	1	0	1	0	0	0	1	1	1	1	1	1	0.06	0.55	1	0	0	0	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	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	1	3.5	17.5	8.96	12.88
REC000168	Zambia	Power Transmission	Geothermal	Substation Alpha	PLC	Emerson	credential_theft	0	0	0	0	1	1	0	1	0	1	0	0	1	1	0	1	1	0	1	1	0	0	1.05	1,776	6	541	319	74	1	1	1	1	1	1	0	1	0	1	0	0	1	1	2	0	2	1	1	1	1	1	0	1	1	1	1	1	1	1	0.59	0.23	1	0	1	0	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	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	1	1	7.5	17.5	11.48	13.09
REC001670	Kenya	Power Transmission	Mixed	Port Harcourt Refinery	RTU	Honeywell	remote_access_exploit	1	0	0	0	0	1	0	0	0	1	1	1	0	0	0	1	1	0	0	0	0	0	0.89	1,662	8	1,023	95	27	0	1	1	1	1	1	1	0	1	0	1	0	1	2	1	0	1	0	1	1	1	0	0	0	1	1	1	1	1	1	0.09	0.28	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	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	1	0	0	1	6.5	13	5.54	9.12
REC002570	Uganda	Renewable Energy	Wind	Benban Solar Park	BMS	Chinese Vendor	credential_theft	0	0	0	0	0	1	1	0	1	0	1	1	1	0	1	1	0	0	0	0	0	0	1.47	869	8	632	183	74	1	1	1	0	1	1	0	1	0	0	1	0	1	1	1	0	3	1	1	2	0	0	0	0	1	1	1	1	1	1	0.29	0.4	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	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	0	1	1	1	21	11.48	15.79
REC002377	South Africa	Nuclear	Oil	Kainji Dam	PLC	Siemens	phishing	0	0	0	1	0	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	0	0	1.25	817	1	2,937	320	23	0	1	1	0	1	1	0	1	0	1	0	0	0	0	2	0	3	1	1	1	1	0	0	0	1	1	1	1	0	1	0.11	0.07	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	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	4	16	2.46	9.58
REC004395	Mali	Oil Production	Oil	Zubair Oil Field	RTU	Indian Vendor	credential_theft	0	1	1	0	1	1	0	0	0	1	0	0	1	0	1	1	1	0	1	0	0	1	0.99	1,468	6	65	396	37	1	1	1	1	1	1	1	0	1	2	0	0	1	2	2	0	2	1	1	1	1	1	0	0	1	1	1	1	1	0	6.09	0.09	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	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	0	0	0	0	0	1	1	1	11.5	14.5	8.74	10
REC004257	Ethiopia	Water-Energy Nexus	Wind	Kariba Dam	WirelessHART	Emerson	dos_attack	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	1	1	0	0	1	0	0	1.62	1,042	1	2,633	297	60	1	1	1	1	1	1	0	1	0	0	1	0	1	2	0	1	1	1	0	1	1	0	0	1	1	1	1	1	0	1	0.11	0.2	1	0	0	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	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	1	8	14	8.2	10.28
REC003862	Rwanda	Mining Energy	Hydro	Kainji Dam	EMS	Emerson	zero_day	1	0	1	1	1	1	0	0	1	1	0	1	1	1	1	0	0	0	0	1	0	0	0.88	1,950	8	977	44	26	0	1	1	1	1	1	1	0	1	3	0	0	1	2	3	0	4	1	1	1	1	0	0	1	1	1	1	1	1	1	0.05	0.59	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	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	1	9.5	19.5	5.52	11.11
REC000023	Rwanda	Nuclear	Oil	Olkaria Plant	Modbus TCP	Siemens	insider_threat	0	0	1	0	1	0	0	0	0	1	0	1	0	1	0	0	0	0	0	0	0	0	1.59	1,718	12	2,341	476	38	1	0	1	1	1	1	0	1	0	2	0	0	0	0	2	0	2	1	1	1	1	0	0	0	1	1	1	1	1	1	0.2	0.08	0	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	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	6.5	14.5	8.76	11
REC002633	Zimbabwe	Mining Energy	Wind	Noor Solar	HMI	Yokogawa	unpatched_legacy	0	0	0	1	1	0	0	0	1	0	0	1	0	0	1	0	1	0	0	0	0	0	1.79	888	14	451	122	24	0	0	1	1	1	1	0	1	0	2	0	0	0	0	2	0	2	1	1	0	1	0	0	0	1	1	1	1	1	0	0.27	0.2	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	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	6.5	12.5	5.48	8.89
REC003340	Senegal	Oil Production	Geothermal	Hydroelectric Plant B	PI Historian	Honeywell	unpatched_legacy	1	0	0	1	0	0	0	0	0	1	1	1	1	0	1	1	0	0	1	0	0	0	0.58	1,303	11	312	69	75	0	1	1	0	1	1	1	0	1	1	0	0	0	0	1	0	3	1	1	2	0	1	0	0	1	1	1	1	1	0	0.22	1.09	1	0	0	0	1	0	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	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	0	1	5.5	13	8.5	10.5
REC002215	Ghana	Mining Energy	Mixed	Koeberg Nuclear	PI Historian	Chinese Vendor	unpatched_legacy	0	0	0	1	0	1	1	0	0	1	1	1	1	0	1	0	0	1	0	0	0	0	1.68	907	8	1,770	445	3	0	1	1	0	1	1	0	1	0	1	0	0	1	1	1	0	3	1	1	1	1	1	0	0	1	1	1	1	1	1	0.25	0.01	0	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	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	1	0	0	1	5	17	5.06	10.82
REC003682	Rwanda	Refining	Mixed	Inga Dam	DNP3	Emerson	credential_theft	0	0	1	1	0	1	0	0	1	1	1	1	0	0	1	0	0	0	0	1	0	0	1.62	1,493	2	108	249	9	0	1	1	0	1	1	0	1	0	2	0	0	1	2	2	0	2	1	1	1	1	0	0	1	1	1	1	1	0	0	2.31	0.04	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	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	0	0	0	1	0	0	0	1	0	0	1	8	17.5	2.18	9.27
REC004724	Zambia	Refining	Hydro	Benban Solar Park	PI Historian	Emerson	unpatched_legacy	0	0	0	0	0	1	0	0	0	1	1	0	1	1	0	1	1	1	0	0	0	1	1.29	1,612	1	1,437	234	58	0	1	1	1	1	1	0	1	0	0	1	0	1	2	1	0	2	1	1	1	1	1	0	0	1	1	1	1	0	1	0.16	0.25	1	0	0	0	1	0	0	0	0	1	0	0	0	0	0	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	1	0	0	0	0	0	1	0	0	1	0	0	1	6.5	17.5	5.16	10.76
REC001907	Mozambique	Refining	Mixed	Noor Solar	EMS	Rockwell Automation	supply_chain	1	0	0	0	0	1	0	0	0	1	0	0	1	1	0	0	1	1	0	0	0	0	0.1	2,000	5	248	157	20	0	0	1	1	1	1	1	0	1	0	1	0	1	2	2	0	2	1	1	0	1	1	0	0	1	1	1	1	0	0	0.63	0.13	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	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	0	1	0	0	6.5	14.5	2.4	8.46
REC000084	Mali	Natural Gas	Nuclear	Hydroelectric Plant B	RTU	ABB	zero_day	0	0	0	1	0	0	0	0	0	1	0	1	1	0	1	1	1	1	1	0	0	0	0.81	1,069	12	1,521	237	64	0	1	1	0	1	1	0	1	0	1	0	0	0	0	2	0	3	1	1	1	1	2	0	0	1	1	1	1	1	1	0.16	0.27	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	1	6	16	8.28	11.51
REC000227	Zambia	Power Generation	Hydro	Sonatrach Complex	Modbus TCP	Yokogawa	protocol_exploit	1	1	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0.92	1,329	14	2,704	499	97	1	1	1	1	1	1	2	0	0	0	1	0	0	0	1	0	2	1	1	0	1	0	0	0	1	1	1	1	1	1	0.18	0.19	1	1	0	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	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	1	1	7.5	9.5	11.94	10.08

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Energy OT/ICS Security (Africa) | Africa (Electric Sheep Africa metadata inventory)

Size category: 10K<n<100K - Formats: parquet - Sector: governance_security - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: Energy OT/ICS Security — 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-energy-ot-ics-dataset") Features Column Type record_id str country str energy_sector str… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-energy-ot-ics-dataset.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-energy-ot-ics-dataset`
Sector	governance_security
Topic tags	cybersecurity, classification
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`10K<n<100K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-05-07 16:46:43+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-energy-ot-ics-dataset")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: country, upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: mit
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-energy-ot-ics-dataset
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_africa_energy_ot_ics_dataset_2026,
  title        = {Energy OT/ICS Security (Africa) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-energy-ot-ics-dataset},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-energy-ot-ics-dataset}}
}

License

Released under mit.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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Collection including electricsheepafrica/africa-energy-ot-ics-dataset

Africa · Cyber Threat Intelligence

Collection

A curated collection of machine-learning ready datasets for cybersecurity threat detection, intelligence, and research. • 57 items • Updated May 22