Datasets:

electricsheepafrica
/

africa-api-security-dataset

api_id large_string	api_name large_string	base_url large_string	auth_method large_string	has_rate_limiting int64	rate_limit_requests int64	has_input_validation int64	has_output_encoding int64	exposes_sensitive_data int64	has_logging int64	has_versioning int64	has_cors_policy int64	cors_allow_all int64	has_waf int64	has_rate_limit_by_ip int64	max_payload_size_mb int64	token_expiry_minutes int64	uses_jwt int64	jwt_weak_alg int64	has_api_gateway int64	exposes_internal_errors int64	deprecated_endpoints int64	undocumented_endpoints int64	label int64	is_synthetic int64	auth_strength_score int64	jwt_strong int64	rate_limit_loose int64	has_any_rate_limit int64	input_output_secure int64	any_exposure int64	cors_restrictive int64	long_token_expiry int64	no_token_expiry int64	payload_size_unlimited int64	payload_size_excessive int64	total_endpoint_debt int64	has_deprecated int64	has_undocumented int64	high_endpoint_debt int64	auth_completeness int64	defense_depth int64	exposure_risk int64	posture_score int64
API01501	SearchService	http://api.example.com/v1	Basic	0	0	1	1	1	0	0	1	1	0	1	0	10,080	0	0	0	1	6	23	1	1	1	0	0	1	1	1	0	1	0	1	0	29	1	1	1	0	2	9	-7
API02586	FileUploadAPI	http://api.example.com/v1	Basic	1	55,257	0	0	1	0	0	0	0	0	0	500	0	0	0	0	1	3	26	1	1	1	0	1	1	0	1	0	0	1	0	1	29	1	1	1	0	2	7	-5
API02653	BillingService	http://legacy.corp.local/v1	null	0	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	1	10	5	1	1	0	0	0	0	0	1	0	0	1	1	0	15	1	1	1	0	0	11	-11
API01055	RecommendationAPI	http://staging.app.io/v1	null	0	0	0	0	1	0	1	0	0	0	0	1,000	0	1	1	0	0	10	19	1	1	0	0	0	0	0	1	0	0	1	0	1	29	1	1	1	0	0	7	-7
API00705	ReviewAPI	http://old-platform.com/v1	API Key (query param)	0	0	1	0	1	0	0	0	0	1	0	100	0	0	0	1	1	12	16	1	1	1	0	0	0	0	1	0	0	1	0	0	28	1	1	1	0	6	7	-1
API00106	BillingService	http://staging.app.io/v1	API Key (query param)	0	0	1	0	1	0	0	1	1	0	1	1,000	0	0	0	1	1	7	5	1	1	1	0	0	1	0	1	0	0	1	0	1	12	1	1	1	0	4	9	-5
API00589	PartnerAPI	http://staging.app.io/v1	null	0	0	0	0	0	0	0	0	0	1	1	1,000	1,440	1	1	0	0	4	8	1	1	0	0	0	1	0	0	0	0	0	0	1	12	1	1	1	0	2	1	1
API02468	BillingService	http://public-api.org/v1	Basic	0	0	1	0	1	1	0	1	1	0	0	0	10,080	0	0	0	0	6	30	1	1	1	0	0	0	0	1	0	1	0	1	0	36	1	1	1	0	3	9	-6
API02413	ChatService	http://beta.service.cloud/v1	API Key (query param)	0	0	0	1	1	1	0	0	0	0	1	1,000	1,440	0	0	0	1	12	11	1	1	1	0	0	1	0	1	0	0	0	0	1	23	1	1	1	0	1	5	-4
API01600	OrderAPI	http://sandbox.test.net/v1	null	0	0	0	0	0	0	1	0	0	0	1	500	10,080	0	0	0	1	10	27	1	1	0	0	0	1	0	1	0	1	0	0	1	37	1	1	1	0	0	5	-5
API02464	ReviewAPI	http://old-platform.com/v1	null	0	0	0	0	1	0	0	1	1	1	0	500	10,080	0	0	0	1	12	10	1	1	0	0	0	0	0	1	0	1	0	0	1	22	1	1	1	0	2	7	-5
API00228	UserService	http://api.example.com/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	1	0	500	0	1	1	0	1	12	26	1	1	1	0	0	0	0	1	0	0	1	0	1	38	1	1	1	0	2	9	-7
API00915	ChatService	http://legacy.corp.local/v1	null	0	0	1	0	1	1	0	0	0	0	0	0	1,440	0	0	0	0	6	28	1	1	0	0	0	0	0	1	0	0	0	1	0	34	1	1	1	0	3	7	-4
API00794	NotificationService	http://legacy.corp.local/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	0	0	1,000	1,440	0	0	0	1	9	28	1	1	1	0	0	0	0	1	0	0	0	0	1	37	1	1	1	0	0	7	-7
API03021	ReportingAPI	http://staging.app.io/v1	null	1	17,936	0	1	1	0	0	0	0	0	0	500	10,080	0	0	0	1	5	13	1	1	0	0	1	1	0	1	0	1	0	0	1	18	1	1	1	0	2	5	-3
API03543	InventoryAPI	http://staging.app.io/v1	null	0	0	1	1	1	1	0	0	0	0	0	1,000	0	1	1	0	1	10	19	1	1	0	0	0	0	1	1	0	0	1	0	1	29	1	1	1	0	3	7	-4
API01073	PaymentGateway	http://staging.app.io/v1	null	0	0	0	0	1	0	0	0	0	0	1	500	0	1	0	0	0	5	11	1	1	0	1	0	1	0	1	0	0	1	0	1	16	1	1	1	2	0	7	-5
API03351	SearchService	http://staging.app.io/v1	API Key (query param)	0	0	0	0	1	1	1	0	0	0	0	1,000	1,440	0	0	0	1	15	15	1	1	1	0	0	0	0	1	0	0	0	0	1	30	1	1	1	0	1	5	-4
API01744	CatalogAPI	http://old-platform.com/v1	null	0	0	1	0	1	0	0	1	1	0	0	1,000	0	0	0	0	0	2	27	1	1	0	0	0	0	0	1	0	0	1	0	1	29	1	1	1	0	2	9	-7
API01084	AuthService	http://sandbox.test.net/v1	null	0	0	0	1	1	0	0	1	1	0	0	100	0	0	0	0	1	10	12	1	1	0	0	0	0	0	1	0	0	1	0	0	22	1	1	1	0	0	9	-9
API00926	OrderAPI	http://staging.app.io/v1	API Key (query param)	0	0	0	1	1	0	1	0	0	0	0	100	0	1	0	1	1	0	5	1	1	1	1	0	0	0	1	0	0	1	0	0	5	0	1	0	2	2	6	-2
API03049	AuthService	http://old-platform.com/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	0	0	1,000	0	1	1	0	1	14	28	1	1	1	0	0	0	0	1	0	0	1	0	1	42	1	1	1	0	0	9	-9
API01117	FileUploadAPI	http://staging.app.io/v1	null	0	0	0	1	1	1	0	1	0	0	0	0	10,080	0	0	1	1	12	23	1	1	0	0	0	0	0	1	1	1	0	1	0	35	1	1	1	0	3	7	-4
API00642	IntegrationAPI	http://old-platform.com/v1	null	1	12,815	1	1	1	0	1	0	0	0	0	1,000	10,080	0	0	0	1	10	22	1	1	0	0	1	1	1	1	0	1	0	0	1	32	1	1	1	0	4	5	-1
API04767	IntegrationAPI	http://beta.service.cloud/v1	null	1	18,479	0	0	1	1	0	1	1	1	0	0	0	0	0	0	1	4	21	1	1	0	0	1	1	0	1	0	0	1	1	0	25	1	1	1	0	5	11	-6
API00501	FileUploadAPI	http://staging.app.io/v1	null	0	0	0	0	1	0	0	1	1	1	1	500	1,440	0	0	0	0	13	15	1	1	0	0	0	1	0	1	0	0	0	0	1	28	1	1	1	0	2	7	-5
API04066	NotificationService	http://dev.internal.net/v1	API Key (query param)	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	3	5	1	1	1	0	0	0	0	1	0	0	1	1	0	8	1	1	0	0	0	8	-8
API00333	AuthService	http://legacy.corp.local/v1	null	0	0	0	1	1	0	0	0	0	0	1	1,000	1,440	0	0	0	0	3	23	1	1	0	0	0	1	0	1	0	0	0	0	1	26	1	1	1	0	0	5	-5
API04684	AnalyticsAPI	http://beta.service.cloud/v1	null	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	7	26	1	1	0	0	0	1	0	1	0	0	1	1	0	33	1	1	1	0	2	9	-7
API00486	RecommendationAPI	http://beta.service.cloud/v1	API Key (query param)	1	73,083	1	1	1	0	0	0	0	1	1	0	10,080	0	0	1	0	13	21	1	1	1	0	1	1	1	1	0	1	0	1	0	34	1	1	1	0	8	7	1
API01962	WebhookService	http://public-api.org/v1	null	0	0	0	1	1	0	0	0	0	0	0	0	1,440	1	1	0	1	13	18	1	1	0	0	0	0	0	1	0	0	0	1	0	31	1	1	1	0	0	7	-7
API00393	NotificationService	http://api.example.com/v1	API Key (query param)	0	0	0	1	1	0	0	1	1	0	0	500	0	0	0	0	1	3	9	1	1	1	0	0	0	0	1	0	0	1	0	1	12	1	1	1	0	0	9	-9
API04842	InventoryAPI	http://dev.internal.net/v1	null	0	0	0	0	1	0	1	0	0	0	0	500	0	1	1	0	1	15	24	1	1	0	0	0	0	0	1	0	0	1	0	1	39	1	1	1	0	0	7	-7
API04866	PartnerAPI	http://api.example.com/v1	null	0	0	1	0	1	1	0	0	0	0	0	100	10,080	0	0	0	0	10	10	1	1	0	0	0	0	0	1	0	1	0	0	0	20	1	1	1	0	3	5	-2
API01755	UserService	http://legacy.corp.local/v1	null	0	0	1	1	1	1	0	0	0	0	0	1,000	0	0	0	0	1	0	8	1	1	0	0	0	0	1	1	0	0	1	0	1	8	0	1	0	0	3	6	-3
API02515	IntegrationAPI	http://beta.service.cloud/v1	null	0	0	0	0	1	1	0	0	0	0	1	100	1,440	1	1	1	1	1	27	1	1	0	0	0	1	0	1	0	0	0	0	0	28	1	1	1	0	3	5	-2
API03585	ChatService	http://staging.app.io/v1	null	1	40,401	0	0	1	0	0	0	0	1	0	1,000	0	1	1	0	1	4	12	1	1	0	0	1	1	0	1	0	0	1	0	1	16	1	1	1	0	4	7	-3
API04315	ShippingAPI	http://dev.internal.net/v1	null	1	46,180	0	1	0	0	1	1	1	1	0	500	1,440	0	0	0	1	13	20	1	1	0	0	1	1	0	1	0	0	0	0	1	33	1	1	1	0	4	7	-3
API04966	InventoryAPI	http://public-api.org/v1	null	0	0	0	1	1	0	1	0	0	1	0	1,000	0	0	0	0	0	13	9	1	1	0	0	0	0	0	1	0	0	1	0	1	22	1	1	1	0	2	7	-5
API02099	PartnerAPI	http://legacy.corp.local/v1	null	0	0	0	0	1	1	1	1	0	0	0	500	0	1	0	0	1	12	10	1	1	0	1	0	0	0	1	1	0	1	0	1	22	1	1	1	2	1	7	-4
API03599	BillingService	http://api.example.com/v1	API Key (query param)	0	0	0	0	1	0	0	0	0	0	0	100	10,080	0	0	0	0	5	18	1	1	1	0	0	0	0	1	0	1	0	0	0	23	1	1	1	0	0	5	-5
API04121	AuthService	http://sandbox.test.net/v1	null	0	0	0	0	0	1	1	1	0	0	0	0	10,080	0	0	0	0	13	10	1	1	0	0	0	0	0	0	1	1	0	1	0	23	1	1	1	0	1	3	-2
API00029	PartnerAPI	http://dev.internal.net/v1	null	0	0	0	1	0	0	1	0	0	0	0	500	0	0	0	0	0	11	22	1	1	0	0	0	0	0	0	0	0	1	0	1	33	1	1	1	0	0	3	-3
API00065	UserService	http://dev.internal.net/v1	Basic	1	85,156	1	1	1	0	0	0	0	0	0	500	10,080	0	0	0	1	3	12	1	1	1	0	1	1	1	1	0	1	0	0	1	15	1	1	1	0	4	5	-1
API00838	CatalogAPI	http://staging.app.io/v1	null	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	7	29	1	1	0	0	0	0	0	1	0	0	1	1	0	36	1	1	1	0	2	9	-7
API03906	IntegrationAPI	http://old-platform.com/v1	null	0	0	0	0	1	0	0	0	0	0	0	0	1,440	0	0	0	1	6	6	1	1	0	0	0	0	0	1	0	0	0	1	0	12	1	1	1	0	0	7	-7
API03773	ShippingAPI	http://api.example.com/v1	null	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	14	20	1	1	0	0	0	0	0	1	0	0	1	1	0	34	1	1	1	0	2	9	-7
API04635	OrderAPI	http://legacy.corp.local/v1	Basic	1	33,070	1	1	1	0	0	1	1	0	0	1,000	10,080	0	0	0	0	2	17	1	1	1	0	1	1	1	1	0	1	0	0	1	19	1	1	1	0	4	7	-3
API03161	SearchService	http://beta.service.cloud/v1	null	0	0	0	1	1	1	0	0	0	1	0	500	0	1	1	0	0	2	29	1	1	0	0	0	0	0	1	0	0	1	0	1	31	1	1	1	0	3	7	-4
API02659	WebhookService	http://sandbox.test.net/v1	Basic	0	0	0	1	1	0	0	1	0	1	0	1,000	10,080	0	0	0	1	1	26	1	1	1	0	0	0	0	1	1	1	0	0	1	27	1	1	1	0	2	5	-3
API04615	FileUploadAPI	http://beta.service.cloud/v1	null	1	61,911	0	1	1	0	0	1	1	0	0	100	1,440	0	0	0	1	14	11	1	1	0	0	1	1	0	1	0	0	0	0	0	25	1	1	1	0	2	7	-5
API04628	ChatService	http://sandbox.test.net/v1	null	1	72,319	0	1	1	0	0	1	1	1	1	1,000	10,080	1	1	0	1	9	20	1	1	0	0	1	1	0	1	0	1	0	0	1	29	1	1	1	0	4	7	-3
API02451	ReportingAPI	http://staging.app.io/v1	Basic	0	0	1	1	1	0	1	0	0	0	0	0	10,080	0	0	0	0	0	7	1	1	1	0	0	0	1	1	0	1	0	1	0	7	0	1	0	0	2	6	-4
API02846	ChatService	http://beta.service.cloud/v1	null	1	18,357	0	1	0	0	0	0	0	0	0	1,000	1,440	0	0	1	1	11	9	1	1	0	0	1	1	0	1	0	0	0	0	1	20	1	1	1	0	4	5	-1
API01144	BookingAPI	http://api.example.com/v1	API Key (query param)	0	0	0	1	1	1	1	1	1	0	0	0	0	1	1	0	1	3	10	1	1	1	0	0	0	0	1	0	0	1	1	0	13	1	1	1	0	1	11	-10
API03078	FileUploadAPI	http://dev.internal.net/v1	null	1	30,934	0	0	0	0	0	0	0	0	1	0	1,440	0	0	0	0	10	13	1	1	0	0	1	1	0	0	0	0	0	1	0	23	1	1	1	0	2	3	-1
API01103	AuthService	http://api.example.com/v1	null	0	0	0	0	1	1	1	1	1	0	0	1,000	0	1	1	1	0	1	18	1	1	0	0	0	0	0	1	0	0	1	0	1	19	1	1	1	0	3	9	-6
API00168	PaymentGateway	http://old-platform.com/v1	API Key (query param)	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	1	15	23	1	1	1	0	0	1	0	1	0	0	1	1	0	38	1	1	1	0	2	9	-7
API01670	InventoryAPI	http://staging.app.io/v1	null	0	0	1	1	1	0	0	0	0	0	0	500	10,080	0	0	0	0	13	28	1	1	0	0	0	0	1	1	0	1	0	0	1	41	1	1	1	0	2	5	-3
API02570	InventoryAPI	http://sandbox.test.net/v1	API Key (query param)	1	19,683	1	0	1	1	0	0	0	0	0	500	0	0	0	0	0	11	24	1	1	1	0	1	1	0	1	0	0	1	0	1	35	1	1	1	0	5	7	-2
API02377	UserService	http://public-api.org/v1	null	0	0	0	0	0	0	0	0	0	0	0	500	1,440	0	0	1	1	0	21	1	1	0	0	0	0	0	1	0	0	0	0	1	21	0	1	1	0	2	5	-3
API04395	ChatService	http://api.example.com/v1	API Key (query param)	0	0	1	0	0	1	0	0	0	0	1	500	0	0	0	0	0	1	25	1	1	1	0	0	1	0	0	0	0	1	0	1	26	1	1	1	0	3	3	0
API04257	BillingService	http://old-platform.com/v1	null	0	0	0	0	0	0	0	0	0	0	1	100	10,080	1	1	0	1	4	12	1	1	0	0	0	1	0	1	0	1	0	0	0	16	1	1	1	0	0	5	-5
API03862	NotificationService	http://sandbox.test.net/v1	null	0	0	0	0	1	0	0	1	1	1	0	1,000	0	0	0	1	1	9	22	1	1	0	0	0	0	0	1	0	0	1	0	1	31	1	1	1	0	4	9	-5
API00023	SearchService	http://api.example.com/v1	null	1	38,683	0	1	1	0	0	0	0	1	0	0	1,440	1	1	1	1	5	28	1	1	0	0	1	1	0	1	0	0	0	1	0	33	1	1	1	0	6	7	-1
API02633	AnalyticsAPI	http://staging.app.io/v1	Basic	0	0	0	1	1	0	1	0	0	0	0	0	10,080	0	0	0	1	3	6	1	1	1	0	0	0	0	1	0	1	0	1	0	9	1	1	0	0	0	6	-6
API03340	IntegrationAPI	http://staging.app.io/v1	null	0	0	0	0	1	0	0	1	0	0	0	0	10,080	0	0	0	1	13	7	1	1	0	0	0	0	0	1	1	1	0	1	0	20	1	1	1	0	0	7	-7
API02215	AnalyticsAPI	http://beta.service.cloud/v1	null	1	22,106	1	0	1	0	0	1	1	0	1	0	10,080	0	0	0	1	11	21	1	1	0	0	1	1	0	1	0	1	0	1	0	32	1	1	1	0	4	9	-5
API03682	BillingService	http://old-platform.com/v1	API Key (query param)	0	0	0	0	1	0	0	1	1	0	1	100	0	1	0	0	1	4	29	1	1	1	1	0	1	0	1	0	0	1	0	0	33	1	1	1	2	0	9	-7
API04724	RecommendationAPI	http://public-api.org/v1	null	1	85,424	0	0	1	0	0	1	0	1	0	100	0	0	0	0	0	7	15	1	1	0	0	1	1	0	1	1	0	1	0	0	22	1	1	1	0	4	7	-3
API01907	CatalogAPI	http://public-api.org/v1	null	0	0	0	1	1	0	0	0	0	0	1	100	10,080	1	1	0	1	11	28	1	1	0	0	0	1	0	1	0	1	0	0	0	39	1	1	1	0	0	5	-5
API00084	FileUploadAPI	http://old-platform.com/v1	null	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	9	14	1	1	0	0	0	1	0	0	0	0	1	1	0	23	1	1	1	0	2	5	-3
API00227	IntegrationAPI	http://staging.app.io/v1	null	1	36,170	0	1	1	0	0	0	0	0	0	1,000	0	0	0	0	0	15	24	1	1	0	0	1	1	0	1	0	0	1	0	1	39	1	1	1	0	2	7	-5
API00296	ReviewAPI	http://public-api.org/v1	Basic	0	0	0	0	1	1	1	0	0	0	1	500	1,440	0	0	0	0	0	7	1	1	1	0	0	1	0	1	0	0	0	0	1	7	0	1	0	0	1	4	-3
API01001	ChatService	http://old-platform.com/v1	null	0	0	1	1	1	0	0	0	0	0	0	100	1,440	1	1	0	0	10	11	1	1	0	0	0	0	1	1	0	0	0	0	0	21	1	1	1	0	2	5	-3
API02138	OrderAPI	http://sandbox.test.net/v1	Basic	0	0	1	0	0	0	0	0	0	0	0	1,000	0	0	0	1	0	2	22	1	1	1	0	0	0	0	0	0	0	1	0	1	24	1	1	1	0	4	3	1
API00711	SearchService	http://api.example.com/v1	Basic	0	0	1	1	1	0	0	0	0	0	1	500	0	0	0	0	0	6	21	1	1	1	0	0	1	1	1	0	0	1	0	1	27	1	1	1	0	2	7	-5
API02801	ChatService	http://sandbox.test.net/v1	Basic	1	67,975	0	1	1	0	1	0	0	0	1	100	0	1	1	0	1	4	11	1	1	1	0	1	1	0	1	0	0	1	0	0	15	1	1	1	0	2	7	-5
API02527	ReportingAPI	http://api.example.com/v1	null	1	32,586	0	0	1	0	0	0	0	1	0	0	0	0	0	1	1	6	11	1	1	0	0	1	1	0	1	0	0	1	1	0	17	1	1	1	0	6	9	-3
API03752	PartnerAPI	http://old-platform.com/v1	null	1	12,675	0	0	1	0	0	0	0	0	0	1,000	0	1	1	0	0	12	23	1	1	0	0	1	1	0	1	0	0	1	0	1	35	1	1	1	0	2	7	-5
API03321	SearchService	http://api.example.com/v1	API Key (query param)	0	0	0	1	0	0	0	0	0	0	0	500	0	0	0	1	1	5	18	1	1	1	0	0	0	0	1	0	0	1	0	1	23	1	1	1	0	2	7	-5
API03181	OrderAPI	http://public-api.org/v1	Basic	0	0	0	0	1	1	0	0	0	0	1	1,000	0	0	0	0	1	1	19	1	1	1	0	0	1	0	1	0	0	1	0	1	20	1	1	1	0	1	7	-6
API04183	SearchService	http://public-api.org/v1	null	1	31,529	0	0	1	0	0	0	0	0	1	1,000	1,440	1	0	0	1	12	17	1	1	0	1	1	1	0	1	0	0	0	0	1	29	1	1	1	2	2	5	-1
API01615	ReportingAPI	http://sandbox.test.net/v1	API Key (query param)	0	0	0	0	1	1	0	1	1	0	0	1,000	0	1	1	0	1	13	26	1	1	1	0	0	0	0	1	0	0	1	0	1	39	1	1	1	0	1	9	-8
API03024	ChatService	http://dev.internal.net/v1	null	0	0	0	0	1	0	0	0	0	0	0	1,000	1,440	0	0	1	1	9	25	1	1	0	0	0	0	0	1	0	0	0	0	1	34	1	1	1	0	2	5	-3
API01413	ShippingAPI	http://api.example.com/v1	API Key (query param)	0	0	0	1	0	1	0	0	0	1	0	1,000	0	0	0	0	1	3	30	1	1	1	0	0	0	0	1	0	0	1	0	1	33	1	1	1	0	3	7	-4
API00763	RecommendationAPI	http://api.example.com/v1	null	0	0	0	0	1	0	0	0	0	0	0	1,000	0	0	0	0	1	1	13	1	1	0	0	0	0	0	1	0	0	1	0	1	14	1	1	1	0	0	7	-7
API00655	ShippingAPI	http://dev.internal.net/v1	null	0	0	1	1	1	0	0	0	0	0	1	1,000	0	0	0	0	1	5	16	1	1	0	0	0	1	1	1	0	0	1	0	1	21	1	1	1	0	2	7	-5
API04797	ReportingAPI	http://staging.app.io/v1	API Key (query param)	1	52,136	0	1	0	1	0	0	0	0	0	100	10,080	0	0	0	0	12	26	1	1	1	0	1	1	0	0	0	1	0	0	0	38	1	1	1	0	3	1	2
API03849	ChatService	http://public-api.org/v1	null	0	0	1	0	1	1	0	1	1	0	0	0	0	0	0	0	0	15	30	1	1	0	0	0	0	0	1	0	0	1	1	0	45	1	1	1	0	3	11	-8
API04153	ChatService	http://public-api.org/v1	Basic	0	0	0	1	1	0	0	1	1	0	1	100	1,440	0	0	0	0	8	8	1	1	1	0	0	1	0	1	0	0	0	0	0	16	1	1	1	0	0	7	-7
API00468	UserService	http://staging.app.io/v1	Basic	0	0	0	0	1	0	0	0	0	1	0	1,000	10,080	0	0	1	1	4	28	1	1	1	0	0	0	0	1	0	1	0	0	1	32	1	1	1	0	4	5	-1
API00157	ShippingAPI	http://api.example.com/v1	null	0	0	0	0	1	1	1	0	0	0	0	0	0	1	0	0	0	12	30	1	1	0	1	0	0	0	1	0	0	1	1	0	42	1	1	1	2	1	9	-6
API01295	CatalogAPI	http://sandbox.test.net/v1	null	0	0	0	0	0	1	0	1	1	0	0	1,000	0	0	0	0	1	3	12	1	1	0	0	0	0	0	1	0	0	1	0	1	15	1	1	1	0	1	9	-8
API00497	CatalogAPI	http://old-platform.com/v1	null	0	0	1	0	1	0	1	0	0	0	0	1,000	1,440	0	0	0	1	14	13	1	1	0	0	0	0	0	1	0	0	0	0	1	27	1	1	1	0	2	5	-3
API04740	AuthService	http://sandbox.test.net/v1	Basic	0	0	0	1	1	0	0	0	0	1	0	500	1,440	0	0	0	0	0	24	1	1	1	0	0	0	0	1	0	0	0	0	1	24	0	1	1	0	2	5	-3
API02940	InventoryAPI	http://sandbox.test.net/v1	null	0	0	0	1	1	0	0	0	0	0	1	100	0	0	0	0	0	8	26	1	1	0	0	0	1	0	1	0	0	1	0	0	34	1	1	1	0	0	7	-7
API03456	ReviewAPI	http://staging.app.io/v1	null	0	0	0	0	1	1	0	1	0	0	1	1,000	10,080	1	1	0	1	13	29	1	1	0	0	0	1	0	1	1	1	0	0	1	42	1	1	1	0	1	5	-4
API00373	ChatService	http://legacy.corp.local/v1	API Key (query param)	0	0	1	0	1	1	0	1	1	1	0	1,000	10,080	1	1	0	1	5	24	1	1	1	0	0	0	0	1	0	1	0	0	1	29	1	1	1	0	5	7	-2
API00079	NotificationService	http://dev.internal.net/v1	API Key (query param)	0	0	0	0	0	0	0	0	0	0	1	0	10,080	0	0	0	1	9	16	1	1	1	0	0	1	0	1	0	1	0	1	0	25	1	1	1	0	0	7	-7

End of preview. Expand in Data Studio

API Security Posture (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: API Security Posture — 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-api-security-dataset") Features Column Type api_id str api_name str base_url str has_https int64… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-api-security-dataset.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-api-security-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 16:46:36+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-api-security-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-api-security-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_api_security_dataset_2026,
  title        = {API Security Posture (Africa) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-api-security-dataset},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-api-security-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.

Downloads last month: 29

Collection including electricsheepafrica/africa-api-security-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