Split (1)

train · 10k rows

record_id large_string	intelligence_source large_string	target_country large_string	attack_type large_string	device_type large_string	botnet_family large_string	device_manufacturer large_string	vulnerability_exploited large_string	sector_affected large_string	c2_location large_string	firmware_outdated int64	default_credentials_used int64	device_has_update_mechanism int64	device_age_months int64	exposed_to_internet int64	uses_upnp int64	open_ssh int64	no_firewall int64	flat_network int64	ipv6_exposed int64	ddos_type large_string	crypto_currency_mined large_string	bandwidth_consumed_mbps int64	detected_by large_string	firmware_updated int64	is_synthetic int64	device_vulnerability_score int64	critically_exposed int64	firmware_outdated.1 int64	default_credentials int64	no_update_mechanism int64	internet_exposed int64	open_management_port int64	no_network_protection int64	old_device int64	small_compromise int64	undetected int64	firmware_patched int64	no_response int64	type_legit int64	device_networking int64	device_surveillance int64	device_smart_utility int64	device_industrial int64	device_consumer int64	device_commercial int64	cheap_chinese_device int64	known_vuln_brand int64	enterprise_brand int64	african_brand int64	sector_critical_infra int64	sector_residential int64	sector_isp int64	is_west_africa int64	is_east_africa int64	is_southern_africa int64	is_north_africa int64	high_iot_country int64	iot_threat_score float64	device_risk_score int64	detection_gap_score int64
IOT103645	none	Zambia	none	smart_tv	none	Ubiquiti	none	education	none	1	0	0	38	0	0	0	0	0	0	none	none	3	none	1	1	2	0	1	0	1	0	0	0	1	1	1	1	1	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	3	6	7
IOT102454	none	Nigeria	none	smart_prepaid_meter	none	Ubiquiti	none	education	none	0	1	1	4	0	0	0	1	0	1	none	none	9	none	1	1	2	0	0	1	0	0	0	0	0	1	1	1	1	1	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	3	3	7
IOT104598	none	Tunisia	none	network_attached_storage	none	Ubiquiti	none	isp_telecom	none	1	0	1	24	1	0	0	0	1	0	none	none	4	none	0	1	3	0	1	0	0	1	0	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	0	1	0	4.5	2	7
IOT103104	none	Algeria	none	wifi_access_point	none	Samsung	none	isp_telecom	none	0	0	1	3	1	0	1	0	0	0	none	none	12	none	1	1	1	0	0	0	0	1	1	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1.5	0	7
IOT104875	none	Rwanda	none	network_attached_storage	none	Cisco	none	isp_telecom	none	0	1	1	44	1	0	0	0	1	0	none	none	14	none	0	1	3	0	0	1	0	1	0	0	1	1	1	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	1	0	1	0	0	0	4.5	4	7
IOT100200	none	Tanzania	none	smart_water_meter	none	chinese_generic	none	smart_city	none	0	0	0	11	1	0	0	0	0	0	none	none	8	none	1	1	2	0	0	0	1	1	0	0	0	1	1	1	1	1	0	0	1	0	0	0	1	1	0	0	1	0	0	0	1	0	0	0	3	5	7
IOT103099	none	Kenya	none	network_attached_storage	none	TP_Link	none	residential	none	1	1	1	45	1	0	0	0	0	0	none	none	18	none	0	1	3	0	1	1	0	1	0	0	1	1	1	0	1	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	1	4.5	6	7
IOT102278	none	Algeria	none	smart_streetlight	none	Cisco	none	smart_city	none	0	0	0	37	1	0	1	0	0	1	none	none	15	none	0	1	2	0	0	0	1	1	1	0	1	1	1	0	1	1	0	0	1	0	0	0	0	0	1	0	1	0	0	0	0	0	1	0	3	4	7
IOT103561	none	DRC	none	vehicle_tracking_device	none	Samsung	none	isp_telecom	none	0	0	1	25	0	0	0	1	0	1	none	none	1	none	0	1	1	0	0	0	0	0	0	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	1.5	0	7
IOT104474	none	Zambia	none	agricultural_sensor	none	Samsung	none	agriculture	none	0	1	0	58	0	0	0	1	1	0	none	none	11	none	1	1	4	0	0	1	1	0	0	1	1	1	1	1	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	6	9	7
IOT104514	none	Egypt	none	home_router	none	Cisco	none	smart_city	none	1	0	0	16	0	1	1	0	0	1	none	none	17	none	0	1	3	0	1	0	1	0	1	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	1	1	4.5	5	7
IOT100391	none	Kenya	none	solar_inverter_controller	none	local_african_brand	none	residential	none	0	0	0	17	1	0	1	0	0	0	none	none	20	none	1	1	2	0	0	0	1	1	1	0	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	1	0	1	0	0	1	0	0	1	3	3	7
IOT101495	none	Angola	none	pos_terminal	none	local_african_brand	none	residential	none	0	0	1	14	1	0	1	0	0	0	none	none	11	none	0	1	1	0	0	0	0	1	1	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	1	0	0	1.5	0	7
IOT102695	none	Zimbabwe	none	home_router	none	Huawei	none	residential	none	0	0	1	38	0	0	1	0	1	0	none	none	11	none	0	1	1	0	0	0	0	0	1	0	1	1	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1.5	1	7
IOT102027	none	Mozambique	none	solar_inverter_controller	none	Cisco	none	isp_telecom	none	0	0	1	60	1	0	1	0	0	0	none	none	4	none	0	1	1	0	0	0	0	1	1	0	1	1	1	0	1	1	0	0	1	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	1.5	1	7
IOT102568	none	Kenya	none	ip_camera	none	Ubiquiti	none	residential	none	1	1	0	3	1	1	0	1	1	0	none	none	6	none	1	1	7	1	1	1	1	1	0	1	0	1	1	1	1	1	0	1	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	1	10.5	14	7
IOT100064	none	Egypt	none	smart_prepaid_meter	none	Mikrotik	none	transport_logistics	none	1	0	1	2	1	0	0	1	1	0	none	none	20	none	1	1	4	0	1	0	0	1	0	1	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	6	4	7
IOT103884	none	Senegal	none	home_router	none	Cisco	none	isp_telecom	none	0	0	1	46	1	1	0	1	0	0	none	none	6	none	0	1	3	0	0	0	0	1	0	0	1	1	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	0	4.5	1	7
IOT102062	none	Zambia	none	smart_streetlight	none	local_african_brand	none	agriculture	none	0	0	1	12	1	0	0	1	1	0	none	none	9	none	1	1	3	0	0	0	0	1	0	1	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	4.5	2	7
IOT100492	none	Mozambique	none	smart_tv	none	Ubiquiti	none	agriculture	none	1	0	1	9	0	0	0	1	0	0	none	none	14	none	1	1	2	0	1	0	0	0	0	0	0	1	1	1	1	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	0	0	0	3	2	7
IOT100379	none	Zimbabwe	none	smart_tv	none	local_african_brand	none	education	none	1	1	1	23	0	0	1	1	0	1	none	none	8	none	1	1	3	0	1	1	0	0	1	0	0	1	1	1	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	4.5	5	7
IOT104859	none	South Africa	none	pos_terminal	none	Cisco	none	residential	none	0	0	0	58	0	1	0	1	1	1	none	none	18	none	1	1	4	0	0	0	1	0	0	1	1	1	1	1	1	1	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	1	0	1	6	6	7
IOT103993	none	Nigeria	none	smart_water_meter	none	Cisco	none	energy_utilities	none	1	0	0	31	1	0	0	0	0	0	none	none	3	none	0	1	3	0	1	0	1	1	0	0	0	1	1	0	1	1	0	0	1	0	0	0	0	0	1	0	1	0	0	1	0	0	0	1	4.5	5	7
IOT104887	none	Senegal	none	wifi_access_point	none	Samsung	none	isp_telecom	none	0	0	1	43	0	0	0	0	0	0	none	none	11	none	1	1	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	7
IOT101076	none	Uganda	none	smart_streetlight	none	TP_Link	none	smart_city	none	1	1	0	57	0	1	0	1	0	0	none	none	2	none	0	1	5	0	1	1	1	0	0	0	1	1	1	0	1	1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	7.5	9	7
IOT100878	none	Algeria	none	pos_terminal	none	Mikrotik	none	agriculture	none	1	0	0	45	0	0	0	1	1	0	none	none	4	none	1	1	4	0	1	0	1	0	0	1	1	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	6	8	7
IOT100337	none	Senegal	none	smart_streetlight	none	Ubiquiti	none	isp_telecom	none	0	1	0	22	0	0	0	1	1	0	none	none	18	none	1	1	4	0	0	1	1	0	0	1	0	1	1	1	1	1	0	0	1	0	0	0	0	0	1	0	0	0	1	1	0	0	0	0	6	8	7
IOT101016	none	Tunisia	none	smart_tv	none	local_african_brand	none	retail_pos	none	1	0	1	1	0	0	1	0	0	0	none	none	5	none	0	1	1	0	1	0	0	0	1	0	0	1	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	1.5	2	7
IOT101275	none	Ghana	none	smart_tv	none	Huawei	none	energy_utilities	none	1	0	1	17	0	0	0	1	1	0	none	none	6	none	1	1	3	0	1	0	0	0	0	1	0	1	1	1	1	1	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	4.5	4	7
IOT103798	none	South Africa	none	network_attached_storage	none	chinese_generic	none	residential	none	0	0	1	34	1	1	0	1	0	1	none	none	10	none	0	1	3	0	0	0	0	1	0	0	0	1	1	0	1	1	0	0	0	0	0	1	1	1	0	0	0	1	0	0	0	1	0	1	4.5	2	7
IOT104551	none	Kenya	none	agricultural_sensor	none	chinese_generic	none	isp_telecom	none	0	1	1	21	0	0	0	0	1	0	none	none	14	none	0	1	2	0	0	1	0	0	0	0	0	1	1	0	1	1	0	0	0	1	0	0	1	1	0	0	0	0	1	0	1	0	0	1	3	5	7
IOT103342	none	Zimbabwe	none	smart_streetlight	none	Samsung	none	smart_city	none	0	0	1	11	0	0	0	1	0	1	none	none	11	none	1	1	1	0	0	0	0	0	0	0	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1.5	0	7
IOT104911	none	Cameroon	none	network_attached_storage	none	local_african_brand	none	agriculture	none	0	0	1	48	0	1	0	0	0	0	none	none	17	none	0	1	1	0	0	0	0	0	0	0	1	1	1	0	1	1	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	1.5	1	7
IOT100995	none	Uganda	none	network_attached_storage	none	Samsung	none	transport_logistics	none	1	1	1	52	0	0	0	1	0	0	none	none	4	none	1	1	3	0	1	1	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	4.5	6	7
IOT101981	none	Cameroon	none	vehicle_tracking_device	none	Mikrotik	none	retail_pos	none	0	0	1	39	0	0	0	0	1	0	none	none	18	none	1	1	1	0	0	0	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1.5	1	7
IOT104297	none	Kenya	none	network_attached_storage	none	chinese_generic	none	isp_telecom	none	0	0	1	48	1	1	1	1	0	1	none	none	7	none	1	1	3	0	0	0	0	1	1	0	1	1	1	1	1	1	0	0	0	0	0	1	1	1	0	0	0	0	1	0	1	0	0	1	4.5	3	7
IOT100161	none	Zimbabwe	none	agricultural_sensor	none	chinese_generic	none	retail_pos	none	0	1	1	20	1	0	1	0	0	1	none	none	11	none	1	1	2	0	0	1	0	1	1	0	0	1	1	1	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	0	0	3	5	7
IOT104798	none	Mozambique	none	smart_tv	none	chinese_generic	none	retail_pos	none	1	1	1	54	0	0	0	0	1	0	none	none	14	none	0	1	3	0	1	1	0	0	0	0	1	1	1	0	1	1	0	0	0	0	1	0	1	1	0	0	0	0	0	0	1	0	0	0	4.5	8	7
IOT101500	none	Egypt	none	solar_inverter_controller	none	local_african_brand	none	retail_pos	none	0	0	1	39	0	0	0	1	0	0	none	none	1	none	1	1	1	0	0	0	0	0	0	0	1	1	1	1	1	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	1	1	1.5	1	7
IOT103843	none	Uganda	none	home_router	none	Huawei	none	isp_telecom	none	0	0	1	36	1	1	0	0	0	1	none	none	11	none	0	1	2	0	0	0	0	1	0	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	3	0	7
IOT102613	none	Senegal	none	vehicle_tracking_device	none	TP_Link	none	retail_pos	none	0	0	1	52	1	0	0	1	0	1	none	none	17	none	1	1	2	0	0	0	0	1	0	0	1	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	3	1	7
IOT103461	none	Senegal	none	home_router	none	Huawei	none	agriculture	none	0	0	1	7	0	0	0	0	1	1	none	none	14	none	1	1	1	0	0	0	0	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1.5	0	7
IOT101021	none	Rwanda	none	home_router	none	Ubiquiti	none	isp_telecom	none	1	1	0	33	1	0	1	1	0	0	none	none	4	none	0	1	5	1	1	1	1	1	1	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	7.5	12	7
IOT103073	none	Egypt	none	smart_tv	none	chinese_generic	none	education	none	0	0	1	32	0	0	1	1	1	0	none	none	7	none	0	1	2	0	0	0	0	0	1	1	0	1	1	0	1	1	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	1	1	3	4	7
IOT103943	none	Morocco	none	smart_prepaid_meter	none	chinese_generic	none	isp_telecom	none	1	0	1	42	0	0	0	0	1	0	none	none	1	none	1	1	2	0	1	0	0	0	0	0	1	1	1	1	1	1	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	0	1	0	3	5	7
IOT101585	none	Mozambique	none	ip_camera	none	Huawei	none	education	none	0	0	1	31	0	0	1	0	0	1	none	none	2	none	1	1	0	0	0	0	0	0	1	0	0	1	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	7
IOT101955	none	South Africa	none	smart_water_meter	none	TP_Link	none	smart_city	none	0	1	1	18	1	1	0	1	1	1	none	none	7	none	1	1	5	1	0	1	0	1	0	1	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	1	7.5	9	7
IOT103152	none	Cote d'Ivoire	none	agricultural_sensor	none	Samsung	none	smart_city	none	0	0	1	41	1	1	0	1	0	0	none	none	2	none	1	1	3	0	0	0	0	1	0	0	1	1	1	1	1	1	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	0	4.5	1	7
IOT100034	none	Uganda	none	agricultural_sensor	none	Huawei	none	education	none	0	0	1	47	0	1	0	1	1	0	none	none	13	none	0	1	3	0	0	0	0	0	0	1	1	1	1	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	4.5	3	7
IOT104014	none	Zambia	none	smart_streetlight	none	chinese_generic	none	education	none	0	0	0	56	0	0	0	0	1	0	none	none	6	none	1	1	2	0	0	0	1	0	0	0	1	1	1	1	1	1	0	0	1	0	0	0	1	1	0	0	0	0	0	0	0	1	0	0	3	6	7
IOT100775	none	Uganda	none	network_attached_storage	none	TP_Link	none	agriculture	none	1	0	0	47	0	0	0	0	1	0	none	none	5	none	1	1	3	0	1	0	1	0	0	0	1	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	4.5	6	7
IOT102556	none	Angola	none	vehicle_tracking_device	none	local_african_brand	none	energy_utilities	none	0	0	1	52	0	0	0	0	0	1	none	none	4	none	1	1	0	0	0	0	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	0	1	7
IOT101478	none	Tanzania	none	network_attached_storage	none	Samsung	none	energy_utilities	none	0	0	1	6	0	0	1	0	1	0	none	none	14	none	0	1	1	0	0	0	0	0	1	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	0	0	0	1.5	0	7
IOT101363	none	Angola	none	smart_tv	none	Huawei	none	isp_telecom	none	0	0	0	29	1	0	0	0	1	0	none	none	20	none	1	1	3	0	0	0	1	1	0	0	0	1	1	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	4.5	3	7
IOT102612	none	Zambia	none	wifi_access_point	none	Samsung	none	transport_logistics	none	0	1	1	56	1	0	0	0	0	0	none	none	13	none	0	1	2	0	0	1	0	1	0	0	1	1	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	3	4	7
IOT102824	none	Rwanda	none	home_router	none	chinese_generic	none	isp_telecom	none	0	0	0	1	1	1	0	0	1	0	none	none	12	none	1	1	4	0	0	0	1	1	0	0	0	1	1	1	1	1	1	0	0	0	0	0	1	1	0	0	0	0	1	0	1	0	0	0	6	5	7
IOT102041	none	Kenya	none	smart_tv	none	Samsung	none	education	none	1	0	1	26	0	0	0	0	1	0	none	none	13	none	1	1	2	0	1	0	0	0	0	0	0	1	1	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	3	2	7
IOT100241	none	Mozambique	none	smart_streetlight	none	Cisco	none	energy_utilities	none	1	0	1	27	0	0	0	0	0	0	none	none	10	none	0	1	1	0	1	0	0	0	0	0	0	1	1	0	1	1	0	0	1	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	1.5	2	7
IOT102061	none	Mozambique	none	pos_terminal	none	Ubiquiti	none	smart_city	none	0	0	1	49	1	0	0	0	0	0	none	none	20	none	0	1	1	0	0	0	0	1	0	0	1	1	1	0	1	1	0	0	0	0	0	1	0	0	1	0	1	0	0	0	1	0	0	0	1.5	1	7
IOT102363	none	Tunisia	none	smart_tv	none	Ubiquiti	none	retail_pos	none	0	0	1	3	0	1	0	1	1	0	none	none	5	none	1	1	3	0	0	0	0	0	0	1	0	1	1	1	1	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	4.5	2	7
IOT100600	none	Ghana	none	wifi_access_point	none	Mikrotik	none	agriculture	none	0	0	1	5	1	0	1	1	0	1	none	none	15	none	0	1	2	0	0	0	0	1	1	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	3	0	7
IOT102435	none	Senegal	none	vehicle_tracking_device	none	Samsung	none	transport_logistics	none	1	1	1	25	1	0	0	0	0	1	none	none	6	none	1	1	3	0	1	1	0	1	0	0	0	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	4.5	5	7
IOT102888	none	Tunisia	none	smart_streetlight	none	Samsung	none	energy_utilities	none	0	0	0	7	1	0	0	0	1	0	none	none	6	none	1	1	3	0	0	0	1	1	0	0	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	4.5	3	7
IOT100646	none	Nigeria	none	pos_terminal	none	Cisco	none	transport_logistics	none	0	0	0	5	1	0	0	0	0	0	none	none	18	none	0	1	2	0	0	0	1	1	0	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	0	1	3	3	7
IOT103890	none	Rwanda	none	network_attached_storage	none	local_african_brand	none	education	none	0	0	1	21	0	0	1	0	0	0	none	none	12	none	1	1	0	0	0	0	0	0	1	0	0	1	1	1	1	1	0	0	0	0	0	1	0	0	0	1	0	0	0	0	1	0	0	0	0	0	7
IOT103556	none	Egypt	none	smart_tv	none	local_african_brand	none	retail_pos	none	0	1	1	42	0	0	0	1	0	0	none	none	19	none	0	1	2	0	0	1	0	0	0	0	1	1	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	1	3	4	7
IOT103202	none	Ethiopia	none	network_attached_storage	none	Cisco	none	agriculture	none	0	0	1	23	1	0	0	0	0	0	none	none	6	none	0	1	1	0	0	0	0	1	0	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	1.5	0	7
IOT101528	none	Algeria	none	pos_terminal	none	TP_Link	none	isp_telecom	none	0	1	1	18	1	0	0	1	1	0	none	none	13	none	0	1	4	1	0	1	0	1	0	1	0	1	1	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	6	9	7
IOT101267	none	Ghana	none	smart_water_meter	none	Huawei	none	isp_telecom	none	0	0	0	3	0	0	1	1	0	0	none	none	3	none	1	1	2	0	0	0	1	0	1	0	0	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	3	3	7
IOT101899	none	Algeria	none	agricultural_sensor	none	chinese_generic	none	retail_pos	none	0	1	1	11	1	0	0	1	0	0	none	none	1	none	0	1	3	1	0	1	0	1	0	0	0	1	1	0	1	1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	1	0	4.5	9	7
IOT104658	none	Ethiopia	none	wifi_access_point	none	local_african_brand	none	isp_telecom	none	1	0	1	3	1	0	0	1	0	0	none	none	14	none	0	1	3	0	1	0	0	1	0	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	4.5	2	7
IOT103005	none	Zimbabwe	none	smart_prepaid_meter	none	Ubiquiti	none	residential	none	0	0	0	44	0	0	0	0	1	0	none	none	11	none	1	1	2	0	0	0	1	0	0	0	1	1	1	1	1	1	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	3	4	7
IOT102734	none	Algeria	none	smart_tv	none	TP_Link	none	transport_logistics	none	0	1	0	26	0	0	1	0	0	0	none	none	3	none	0	1	2	0	0	1	1	0	1	0	0	1	1	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	3	6	7
IOT100189	none	Kenya	none	vehicle_tracking_device	none	Ubiquiti	none	energy_utilities	none	0	0	0	33	0	0	0	0	1	0	none	none	10	none	1	1	2	0	0	0	1	0	0	0	0	1	1	1	1	1	0	0	0	0	0	1	0	0	1	0	1	0	0	0	1	0	0	1	3	3	7
IOT101806	none	Zambia	none	smart_prepaid_meter	none	Huawei	none	transport_logistics	none	1	1	1	21	1	0	0	1	0	0	none	none	3	none	0	1	4	1	1	1	0	1	0	0	0	1	1	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	6	9	7
IOT100975	none	Angola	none	smart_water_meter	none	Samsung	none	transport_logistics	none	0	0	0	45	1	0	0	0	1	0	none	none	9	none	1	1	3	0	0	0	1	1	0	0	1	1	1	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	4.5	4	7
IOT102747	none	Ethiopia	none	agricultural_sensor	none	Huawei	none	education	none	0	1	1	10	1	0	0	1	1	1	none	none	11	none	0	1	4	1	0	1	0	1	0	1	0	1	1	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	6	9	7
IOT102047	none	Cameroon	none	agricultural_sensor	none	Huawei	none	isp_telecom	none	0	0	0	3	0	0	1	0	0	1	none	none	18	none	1	1	1	0	0	0	1	0	1	0	0	1	1	1	1	1	0	0	0	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1.5	3	7
IOT102558	none	DRC	none	smart_water_meter	none	local_african_brand	none	energy_utilities	none	1	0	1	59	0	0	0	1	1	0	none	none	3	none	0	1	3	0	1	0	0	0	0	1	1	1	1	0	1	1	0	0	1	0	0	0	0	0	0	1	1	0	0	0	0	1	0	0	4.5	5	7
IOT101082	none	Uganda	none	pos_terminal	none	Huawei	none	retail_pos	none	0	0	1	37	0	1	1	0	1	0	none	none	20	none	0	1	2	0	0	0	0	0	1	0	1	1	1	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	3	1	7
IOT100474	none	Senegal	none	smart_streetlight	none	Samsung	none	education	none	1	1	0	13	0	0	0	0	0	1	none	none	9	none	0	1	3	0	1	1	1	0	0	0	0	1	1	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	4.5	8	7
IOT102904	none	Ethiopia	none	agricultural_sensor	none	Huawei	none	education	none	0	0	1	8	0	1	1	0	1	1	none	none	7	none	0	1	2	0	0	0	0	0	1	0	0	1	1	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	3	0	7
IOT104843	none	Zimbabwe	none	smart_prepaid_meter	none	TP_Link	none	retail_pos	none	0	0	1	59	0	1	0	0	1	0	none	none	15	none	0	1	2	0	0	0	0	0	0	0	1	1	1	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	3	1	7
IOT104117	none	Algeria	none	agricultural_sensor	none	Cisco	none	agriculture	none	0	1	0	53	0	0	0	0	1	0	none	none	16	none	0	1	3	0	0	1	1	0	0	0	1	1	1	0	1	1	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	4.5	7	7
IOT103385	none	Cameroon	none	network_attached_storage	none	Cisco	none	education	none	0	0	1	3	0	0	1	0	0	0	none	none	6	none	0	1	0	0	0	0	0	0	1	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	0	0	0	0	7
IOT104555	none	Senegal	none	smart_water_meter	none	Huawei	none	energy_utilities	none	0	0	0	42	0	1	0	0	0	1	none	none	16	none	0	1	2	0	0	0	1	0	0	0	1	1	1	0	1	1	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	3	4	7
IOT101184	none	Uganda	none	smart_tv	none	Ubiquiti	none	residential	none	0	1	1	32	1	0	0	1	0	0	none	none	11	none	0	1	3	1	0	1	0	1	0	0	0	1	1	0	1	1	0	0	0	0	1	0	0	0	1	0	0	1	0	0	1	0	0	0	4.5	7	7
IOT102433	none	Cameroon	none	smart_water_meter	none	chinese_generic	none	transport_logistics	none	1	0	0	29	0	0	0	0	0	1	none	none	13	none	1	1	2	0	1	0	1	0	0	0	0	1	1	1	1	1	0	0	1	0	0	0	1	1	0	0	0	0	0	1	0	0	0	0	3	7	7
IOT102391	none	Tunisia	none	home_router	none	Huawei	none	education	none	0	0	0	32	1	1	0	0	0	0	none	none	15	none	0	1	3	0	0	0	1	1	0	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	4.5	3	7
IOT100769	none	Nigeria	none	pos_terminal	none	Huawei	none	transport_logistics	none	0	0	1	35	1	0	0	0	0	1	none	none	17	none	0	1	1	0	0	0	0	1	0	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	1.5	0	7
IOT101685	none	Rwanda	none	wifi_access_point	none	local_african_brand	none	energy_utilities	none	0	1	1	55	0	0	0	0	0	1	none	none	14	none	1	1	1	0	0	1	0	0	0	0	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	1	1	0	0	0	1	0	0	0	1.5	4	7
IOT100130	none	Morocco	none	agricultural_sensor	none	Huawei	none	energy_utilities	none	0	1	1	60	1	0	0	0	1	0	none	none	11	none	1	1	3	0	0	1	0	1	0	0	1	1	1	1	1	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	4.5	4	7
IOT102919	none	Angola	none	smart_tv	none	Mikrotik	none	agriculture	none	1	0	1	13	1	0	0	0	0	0	none	none	4	none	0	1	2	0	1	0	0	1	0	0	0	1	1	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	3	2	7
IOT103171	none	Tanzania	none	wifi_access_point	none	Huawei	none	isp_telecom	none	0	0	1	36	1	1	0	1	0	0	none	none	9	none	0	1	3	0	0	0	0	1	0	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	4.5	0	7
IOT103444	none	Egypt	none	network_attached_storage	none	local_african_brand	none	residential	none	1	1	1	48	0	0	1	0	0	0	none	none	11	none	0	1	2	0	1	1	0	0	1	0	1	1	1	0	1	1	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	0	1	1	3	6	7
IOT104426	none	DRC	none	vehicle_tracking_device	none	Mikrotik	none	education	none	0	0	1	53	0	0	0	1	0	0	none	none	12	none	1	1	1	0	0	0	0	0	0	0	1	1	1	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1.5	1	7
IOT100466	none	Morocco	none	vehicle_tracking_device	none	Ubiquiti	none	retail_pos	none	0	0	1	24	0	1	1	1	0	0	none	none	1	none	0	1	2	0	0	0	0	0	1	0	0	1	1	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	1	0	3	0	7
IOT103092	none	Uganda	none	smart_tv	none	Samsung	none	residential	none	0	0	0	21	1	0	1	0	0	1	none	none	18	none	0	1	2	0	0	0	1	1	1	0	0	1	1	0	1	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	3	3	7
IOT103772	none	DRC	none	home_router	none	Cisco	none	agriculture	none	0	1	1	11	0	1	0	0	1	0	none	none	20	none	0	1	3	0	0	1	0	0	0	0	0	1	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	4.5	3	7
IOT100860	none	Cameroon	none	smart_water_meter	none	TP_Link	none	transport_logistics	none	1	0	1	53	0	0	0	0	0	0	none	none	17	none	0	1	1	0	1	0	0	0	0	0	1	1	1	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1.5	3	7

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