Datasets:

electricsheepafrica
/

africa-synth-population-hormone-receptor-african-all

sample_id stringlengths 12 12	population stringclasses 5 values	country stringclasses 19 values	age int64 18 85	age_group stringclasses 3 values	ER_status stringclasses 2 values	PR_status stringclasses 2 values	HER2_status stringclasses 2 values	subtype stringclasses 6 values	ER_percentage int64 0 100	PR_percentage int64 0 100	HER2_score stringclasses 4 values	tumor_grade int64 1 3	tumor_size_cm float64 0.5 10.1	lymph_node_status stringclasses 2 values	nodes_positive int64 0 11	Ki67_index int64 0 100	stage stringclasses 4 values	histology stringclasses 4 values	BMI float64 14 50	BMI_category stringclasses 4 values	height_cm int64 140 185	weight_kg float64 27.4 151	waist_circumference_cm int64 50 135	smoking_status stringclasses 3 values	alcohol_units_per_week float64 0 13.1	physical_activity stringclasses 3 values	parity int64 0 12	age_at_menarche int64 -2 18	breastfeeding_months int64 0 60	menopausal_status stringclasses 2 values	diabetes stringclasses 2 values	hypertension stringclasses 2 values	HIV_status stringclasses 2 values	tuberculosis_history stringclasses 2 values	family_history stringclasses 2 values	BRCA_mutation stringclasses 3 values	molecular_subtype stringclasses 4 values	treatment_eligible stringclasses 2 values	survival_months int64 6 50
BC_AFR_00000	East_Africa	Kenya	39	Young	Negative	Negative	Negative	TNBC	0	0	0	3	2.7	Positive	2	72	III	other	28.9	Overweight	170	83.5	102	never	4.4	low	5	14	25	Pre	No	No	Negative	Yes	No	Negative	Basal-like	Yes	22
BC_AFR_00001	African_American	USA	36	Young	Positive	Positive	Positive	Luminal_B	54	100	2+	3	6.3	Positive	5	10	II	ductal	23.6	Normal	172	69.8	86	never	5	low	6	13	18	Pre	No	Yes	Negative	No	No	Unknown	Luminal B	Yes	20
BC_AFR_00002	Southern_Africa	Namibia	48	Middle	Positive	Positive	Negative	Luminal_A	70	54	1+	1	2.1	Negative	0	0	II	ductal	26.8	Overweight	155	64.4	103	never	0	low	2	14	16	Post	Yes	No	Negative	No	No	Unknown	Luminal A	Yes	24
BC_AFR_00003	East_Africa	Uganda	56	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	4.6	Positive	2	0	IV	ductal	40.4	Obese	168	114	106	never	0	moderate	3	15	0	Pre	No	No	Negative	No	No	Unknown	Basal-like	No	24
BC_AFR_00004	West_Africa	Ghana	42	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	3.2	Negative	0	58	I	ductal	27.6	Overweight	163	73.3	86	never	1.3	low	3	16	0	Pre	Yes	Yes	Negative	No	No	Unknown	Basal-like	Yes	27
BC_AFR_00005	West_Africa	Nigeria	56	Middle	Negative	Negative	Negative	TNBC	0	0	1+	1	3.2	Negative	0	44	II	ductal	27.2	Overweight	170	78.6	95	never	0	low	5	15	11	Post	No	Yes	Negative	No	No	Unknown	Basal-like	Yes	30
BC_AFR_00006	West_Africa	Nigeria	65	Older	Positive	Negative	Positive	ER_pos_PR_neg_HER2_pos	67	0	3+	1	4	Negative	0	0	I	ductal	26.1	Overweight	170	75.4	87	never	1.4	low	4	13	20	Post	No	No	Negative	No	Yes	Unknown	Luminal B	Yes	19
BC_AFR_00007	Central_Africa	Cameroon	55	Middle	Positive	Positive	Positive	Luminal_B	84	70	2+	1	2.2	Negative	0	35	II	ductal	21.2	Normal	166	58.4	102	never	4.8	moderate	3	18	1	Pre	No	Yes	Negative	No	No	Unknown	Luminal B	Yes	34
BC_AFR_00008	Southern_Africa	Zimbabwe	72	Older	Positive	Positive	Positive	Luminal_B	54	34	3+	2	3.2	Negative	0	45	III	other	33.1	Obese	166	91.2	92	never	3.3	moderate	3	14	33	Post	Yes	No	Negative	No	No	Unknown	Luminal B	Yes	22
BC_AFR_00009	Southern_Africa	Zimbabwe	32	Young	Negative	Negative	Negative	TNBC	0	0	1+	3	4.7	Negative	0	80	III	ductal	33.1	Obese	163	87.9	100	never	1.7	low	0	12	0	Pre	No	No	Positive	No	Yes	Unknown	Basal-like	Yes	30
BC_AFR_00010	West_Africa	Benin	61	Older	Positive	Positive	Negative	Luminal_A	100	63	0	2	0.8	Negative	0	5	I	ductal	32.9	Obese	157	81.1	102	never	0	low	7	14	35	Post	Yes	No	Negative	Yes	Yes	Unknown	Luminal A	Yes	26
BC_AFR_00011	African_American	USA	41	Middle	Negative	Negative	Positive	HER2_enriched	0	0	2+	3	4.5	Negative	0	33	II	ductal	39.2	Obese	157	96.6	96	never	0	moderate	0	13	0	Pre	No	Yes	Negative	No	Yes	Positive	HER2-enriched	Yes	17
BC_AFR_00012	Central_Africa	CAR	52	Middle	Negative	Negative	Negative	TNBC	0	0	0	2	4.7	Negative	0	81	II	mixed	35	Obese	157	86.3	80	never	0	moderate	1	10	8	Post	No	Yes	Positive	No	No	Unknown	Basal-like	Yes	19
BC_AFR_00013	West_Africa	Senegal	28	Young	Positive	Positive	Negative	Luminal_A	71	66	1+	1	2.5	Positive	2	29	III	ductal	23.2	Normal	175	71	65	never	0	moderate	2	14	25	Pre	No	Yes	Negative	No	No	Negative	Luminal A	Yes	27
BC_AFR_00014	West_Africa	Ghana	72	Older	Negative	Negative	Negative	TNBC	0	0	0	3	3.1	Negative	0	81	II	other	20.6	Normal	169	58.8	88	never	2.5	low	0	15	0	Post	No	No	Negative	Yes	No	Unknown	Basal-like	Yes	24
BC_AFR_00015	West_Africa	Senegal	38	Young	Negative	Negative	Negative	TNBC	0	0	0	3	5.2	Positive	2	78	II	ductal	24.8	Normal	171	72.5	80	never	2.4	moderate	3	13	3	Pre	No	No	Negative	No	No	Unknown	Basal-like	Yes	21
BC_AFR_00016	West_Africa	Mali	58	Middle	Negative	Negative	Negative	TNBC	0	0	1+	2	0.6	Negative	0	66	II	ductal	23.7	Normal	157	58.4	79	never	0	low	0	13	0	Post	No	Yes	Negative	No	No	Unknown	Basal-like	Yes	31
BC_AFR_00017	East_Africa	Tanzania	71	Older	Positive	Positive	Positive	Luminal_B	42	77	3+	3	6.3	Positive	1	29	III	ductal	28.6	Overweight	147	61.8	75	never	3.3	low	1	15	17	Post	No	Yes	Negative	No	No	Unknown	Luminal B	Yes	18
BC_AFR_00018	East_Africa	Kenya	47	Middle	Negative	Negative	Negative	TNBC	0	0	0	2	4	Positive	4	49	I	mixed	24.7	Normal	152	57.1	88	never	4.7	low	5	14	4	Post	Yes	Yes	Positive	No	No	Unknown	Basal-like	Yes	26
BC_AFR_00019	West_Africa	Mali	64	Older	Negative	Negative	Negative	TNBC	0	0	0	3	3.9	Negative	0	33	II	ductal	31.2	Obese	156	75.9	91	never	0	low	6	15	23	Post	Yes	Yes	Negative	No	No	Unknown	Basal-like	Yes	17
BC_AFR_00020	Southern_Africa	South Africa	31	Young	Positive	Positive	Negative	Luminal_A	68	100	1+	2	2.6	Positive	6	9	IV	ductal	37.4	Obese	164	100.6	116	never	1.6	high	2	16	8	Pre	No	No	Negative	No	No	Unknown	Luminal A	No	21
BC_AFR_00021	West_Africa	Ghana	59	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	2.4	Negative	0	59	II	ductal	23.9	Normal	176	74	80	never	0	low	3	15	24	Post	Yes	No	Negative	No	No	Unknown	Basal-like	Yes	31
BC_AFR_00022	West_Africa	Mali	49	Middle	Positive	Positive	Negative	Luminal_A	60	46	0	2	3	Negative	0	23	I	ductal	35.6	Obese	173	106.5	106	never	3.4	moderate	4	15	37	Pre	Yes	No	Negative	No	Yes	Negative	Luminal A	Yes	24
BC_AFR_00023	East_Africa	Tanzania	45	Middle	Positive	Positive	Negative	Luminal_A	69	84	1+	1	0.5	Positive	1	11	III	ductal	26.2	Overweight	158	65.4	70	current	1.2	low	4	15	3	Post	No	Yes	Negative	No	No	Unknown	Luminal A	Yes	25
BC_AFR_00024	East_Africa	Ethiopia	39	Young	Negative	Negative	Negative	TNBC	0	0	0	2	6.4	Positive	3	46	II	ductal	23.4	Normal	163	62.2	84	never	0	low	5	16	30	Pre	No	Yes	Negative	No	Yes	Unknown	Basal-like	Yes	19
BC_AFR_00025	Southern_Africa	Zimbabwe	29	Young	Positive	Positive	Positive	Luminal_B	89	68	2+	2	4.9	Positive	2	41	II	ductal	24.5	Normal	162	64.3	95	never	2.3	high	5	14	15	Pre	No	No	Negative	No	No	Unknown	Luminal B	Yes	25
BC_AFR_00026	West_Africa	Benin	49	Middle	Negative	Negative	Negative	TNBC	0	0	0	2	3	Negative	0	41	II	ductal	20.3	Normal	163	53.9	75	former	5.4	moderate	3	13	28	Post	No	No	Negative	No	No	Unknown	Basal-like	Yes	31
BC_AFR_00027	East_Africa	Ethiopia	42	Middle	Negative	Negative	Negative	TNBC	0	0	0	2	3.6	Positive	4	46	II	ductal	32.4	Obese	160	82.9	84	current	2.4	low	4	14	3	Pre	Yes	Yes	Negative	No	No	Unknown	Basal-like	Yes	23
BC_AFR_00028	East_Africa	Rwanda	56	Middle	Positive	Positive	Negative	Luminal_A	53	62	0	2	1.8	Negative	0	14	II	ductal	23.9	Normal	166	65.9	73	former	0	moderate	4	14	14	Post	No	Yes	Negative	No	No	Unknown	Luminal A	Yes	28
BC_AFR_00029	West_Africa	Benin	51	Middle	Positive	Positive	Negative	Luminal_A	77	55	0	1	2.9	Positive	2	13	III	ductal	26	Overweight	164	69.9	81	current	5.6	low	5	14	31	Post	No	No	Negative	No	No	Negative	Luminal A	Yes	20
BC_AFR_00030	Southern_Africa	Namibia	52	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	5.5	Negative	0	94	III	ductal	24.7	Normal	149	54.8	68	former	0.3	moderate	5	13	8	Pre	Yes	No	Negative	No	No	Negative	Basal-like	Yes	21
BC_AFR_00031	West_Africa	Ghana	56	Middle	Negative	Negative	Positive	HER2_enriched	0	0	2+	3	1.2	Positive	1	33	IV	ductal	26.5	Overweight	165	72.1	87	never	0	moderate	1	13	5	Post	No	Yes	Negative	No	No	Unknown	HER2-enriched	Yes	23
BC_AFR_00032	West_Africa	Ghana	34	Young	Positive	Negative	Negative	ER_pos_PR_neg_HER2_neg	37	0	1+	1	3.4	Negative	0	14	II	ductal	23	Normal	153	53.8	65	never	0	moderate	3	16	33	Pre	No	Yes	Positive	No	No	Negative	Luminal A	Yes	23
BC_AFR_00033	African_American	USA	28	Young	Positive	Negative	Negative	ER_pos_PR_neg_HER2_neg	81	0	0	2	3.4	Positive	3	28	III	ductal	19.6	Normal	173	58.7	86	never	0	low	0	13	0	Pre	Yes	Yes	Negative	No	No	Unknown	Luminal A	Yes	16
BC_AFR_00034	African_American	USA	35	Young	Positive	Negative	Positive	ER_pos_PR_neg_HER2_pos	59	0	3+	2	2.8	Negative	0	27	II	ductal	23.5	Normal	171	68.7	100	never	2.5	moderate	1	14	19	Pre	No	Yes	Negative	No	No	Unknown	Luminal B	Yes	26
BC_AFR_00035	Central_Africa	CAR	44	Middle	Positive	Positive	Negative	Luminal_A	79	88	0	2	3.8	Negative	0	21	II	ductal	23.8	Normal	168	67.2	92	current	0	low	7	16	13	Pre	No	No	Negative	No	No	Negative	Luminal A	Yes	23
BC_AFR_00036	West_Africa	Burkina Faso	35	Young	Positive	Positive	Positive	Luminal_B	86	100	2+	3	0.5	Positive	5	55	II	mixed	32.9	Obese	167	91.8	98	never	4.7	high	6	15	12	Pre	No	No	Negative	No	No	Unknown	Luminal B	Yes	32
BC_AFR_00037	West_Africa	Mali	31	Young	Negative	Negative	Negative	TNBC	0	0	1+	3	3.5	Negative	0	96	II	ductal	28.2	Overweight	159	71.3	84	current	3.2	high	1	12	6	Pre	No	Yes	Negative	No	No	Negative	Basal-like	Yes	32
BC_AFR_00038	Southern_Africa	Zimbabwe	28	Young	Positive	Positive	Negative	Luminal_A	60	45	0	1	2.4	Negative	0	14	IV	ductal	20.6	Normal	170	59.5	84	never	0.9	high	2	12	14	Pre	No	No	Negative	No	No	Negative	Luminal A	Yes	24
BC_AFR_00039	East_Africa	Ethiopia	45	Middle	Positive	Positive	Negative	Luminal_A	82	51	0	2	2.4	Negative	0	18	II	ductal	32.7	Obese	157	80.6	88	never	3.3	moderate	3	12	0	Pre	No	Yes	Negative	No	No	Unknown	Luminal A	Yes	25
BC_AFR_00040	West_Africa	Nigeria	44	Middle	Positive	Positive	Negative	Luminal_A	73	48	0	1	3.6	Negative	0	38	IV	lobular	18.1	Underweight	167	50.5	117	never	9	low	4	11	1	Pre	No	No	Negative	No	No	Unknown	Luminal A	Yes	30
BC_AFR_00041	East_Africa	Uganda	47	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	4.1	Negative	0	53	II	ductal	21.1	Normal	162	55.4	71	never	1.7	moderate	3	14	24	Post	No	Yes	Negative	Yes	No	Positive	Basal-like	Yes	29
BC_AFR_00042	West_Africa	Benin	58	Middle	Positive	Positive	Negative	Luminal_A	86	30	1+	3	4.5	Negative	0	17	I	ductal	24.1	Normal	150	54.2	75	never	0	moderate	6	17	24	Post	No	Yes	Negative	Yes	No	Unknown	Luminal A	Yes	19
BC_AFR_00043	African_American	USA	48	Middle	Positive	Positive	Negative	Luminal_A	77	74	0	3	2.9	Negative	0	31	I	ductal	32.8	Obese	180	106.3	99	never	3.7	low	4	14	14	Pre	No	Yes	Negative	No	No	Unknown	Luminal A	Yes	26
BC_AFR_00044	West_Africa	Nigeria	54	Middle	Positive	Positive	Negative	Luminal_A	86	75	1+	2	3.4	Negative	0	25	IV	ductal	32.2	Obese	167	89.8	82	never	4.4	low	3	15	16	Post	No	No	Negative	No	No	Unknown	Luminal A	No	24
BC_AFR_00045	Southern_Africa	Namibia	56	Middle	Positive	Negative	Negative	ER_pos_PR_neg_HER2_neg	70	0	0	2	2.4	Positive	3	3	II	mixed	26.2	Overweight	148	57.4	83	former	2.1	low	5	14	21	Post	No	Yes	Negative	No	No	Unknown	Luminal A	Yes	21
BC_AFR_00046	West_Africa	Nigeria	32	Young	Negative	Negative	Positive	HER2_enriched	0	0	3+	3	4	Positive	1	82	II	ductal	22.2	Normal	169	63.4	77	never	4.9	moderate	1	15	26	Pre	No	No	Negative	No	No	Unknown	HER2-enriched	Yes	23
BC_AFR_00047	East_Africa	Uganda	74	Older	Positive	Positive	Negative	Luminal_A	80	21	0	2	5	Negative	0	7	III	other	17.7	Underweight	162	46.5	107	never	3.6	moderate	3	13	21	Post	No	No	Positive	No	No	Unknown	Luminal A	Yes	17
BC_AFR_00048	East_Africa	Ethiopia	36	Young	Negative	Negative	Negative	TNBC	0	0	1+	3	3.9	Negative	0	56	III	ductal	18.7	Normal	156	45.5	69	never	0.9	high	7	11	11	Pre	No	No	Positive	No	No	Unknown	Basal-like	Yes	26
BC_AFR_00049	West_Africa	Burkina Faso	46	Middle	Positive	Positive	Negative	Luminal_A	72	69	0	2	3	Negative	0	12	II	ductal	28	Overweight	165	76.2	79	never	1.1	moderate	0	13	0	Post	No	No	Negative	No	No	Unknown	Luminal A	Yes	18
BC_AFR_00050	African_American	USA	40	Middle	Positive	Positive	Positive	Luminal_B	54	80	3+	2	3.2	Positive	4	56	III	ductal	27.9	Overweight	164	75	91	never	0	low	2	16	7	Pre	No	No	Negative	No	No	Negative	Luminal B	Yes	25
BC_AFR_00051	Southern_Africa	Zimbabwe	46	Middle	Positive	Positive	Negative	Luminal_A	78	89	1+	2	0.5	Negative	0	26	II	ductal	31.7	Obese	164	85.3	108	never	2.2	low	5	15	0	Pre	Yes	No	Positive	No	No	Unknown	Luminal A	Yes	24
BC_AFR_00052	African_American	USA	64	Older	Negative	Negative	Positive	HER2_enriched	0	0	3+	3	1.3	Negative	0	30	II	ductal	17.8	Underweight	168	50.2	107	never	0.4	low	5	15	23	Post	No	Yes	Negative	No	Yes	Negative	HER2-enriched	Yes	19
BC_AFR_00053	Central_Africa	DRC	62	Older	Negative	Negative	Negative	TNBC	0	0	0	3	3.7	Positive	5	60	III	ductal	28.9	Overweight	161	74.9	90	never	0	moderate	3	12	34	Post	No	No	Negative	No	No	Unknown	Basal-like	Yes	25
BC_AFR_00054	East_Africa	Kenya	41	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	3.4	Positive	1	39	II	ductal	36.3	Obese	164	97.6	85	never	8.3	moderate	0	16	0	Pre	No	No	Negative	No	Yes	Unknown	Basal-like	Yes	22
BC_AFR_00055	African_American	USA	29	Young	Negative	Negative	Positive	HER2_enriched	0	0	3+	3	0.5	Positive	1	46	III	mixed	36.3	Obese	156	88.3	96	never	0	moderate	6	13	35	Pre	No	Yes	Negative	No	No	Negative	HER2-enriched	Yes	26
BC_AFR_00056	West_Africa	Senegal	72	Older	Negative	Negative	Positive	HER2_enriched	0	0	3+	3	2.8	Positive	3	61	II	ductal	16.2	Underweight	162	42.5	79	former	3.4	low	3	13	16	Post	No	No	Negative	No	No	Unknown	HER2-enriched	Yes	30
BC_AFR_00057	West_Africa	Benin	66	Older	Positive	Positive	Negative	Luminal_A	95	62	0	1	3.5	Negative	0	13	II	ductal	19.2	Normal	161	49.8	94	current	0	low	2	14	16	Post	No	No	Negative	No	No	Unknown	Luminal A	Yes	20
BC_AFR_00058	West_Africa	Benin	18	Young	Positive	Negative	Negative	ER_pos_PR_neg_HER2_neg	37	0	0	3	1.3	Negative	0	0	III	ductal	29.3	Overweight	158	73.1	76	never	7.9	moderate	1	14	10	Pre	No	Yes	Negative	No	No	Negative	Luminal A	Yes	30
BC_AFR_00059	West_Africa	Senegal	50	Middle	Negative	Negative	Negative	TNBC	0	0	0	1	1	Negative	0	58	I	ductal	36.1	Obese	155	86.7	98	former	1.4	low	2	15	8	Post	Yes	No	Negative	Yes	No	Unknown	Basal-like	Yes	25
BC_AFR_00060	East_Africa	Tanzania	29	Young	Positive	Positive	Positive	Luminal_B	100	97	3+	3	2.6	Positive	3	24	II	ductal	25.6	Overweight	160	65.5	76	never	0	moderate	1	14	0	Pre	No	Yes	Negative	No	No	Unknown	Luminal B	Yes	29
BC_AFR_00061	West_Africa	Senegal	45	Middle	Positive	Negative	Positive	ER_pos_PR_neg_HER2_pos	60	0	3+	2	2.4	Positive	4	3	IV	ductal	28	Overweight	174	84.8	89	never	0	high	5	14	11	Pre	No	Yes	Negative	No	No	Negative	Luminal B	Yes	30
BC_AFR_00062	Central_Africa	DRC	50	Middle	Negative	Negative	Positive	HER2_enriched	0	0	3+	3	3.4	Negative	0	51	III	ductal	25.5	Overweight	157	62.9	92	former	0.2	moderate	7	14	19	Pre	No	Yes	Negative	Yes	Yes	Unknown	HER2-enriched	Yes	22
BC_AFR_00063	East_Africa	Ethiopia	55	Middle	Positive	Negative	Positive	ER_pos_PR_neg_HER2_pos	52	0	3+	2	4.6	Positive	3	19	III	ductal	29.4	Overweight	170	85	110	former	3.4	moderate	2	17	5	Post	No	Yes	Negative	No	No	Unknown	Luminal B	Yes	26
BC_AFR_00064	West_Africa	Senegal	25	Young	Positive	Positive	Negative	Luminal_A	100	69	0	1	3.7	Negative	0	7	II	ductal	29.1	Overweight	162	76.4	89	never	0.5	low	2	16	10	Pre	Yes	No	Negative	No	No	Unknown	Luminal A	Yes	17
BC_AFR_00065	East_Africa	Uganda	68	Older	Positive	Positive	Negative	Luminal_A	51	63	0	3	0.5	Positive	2	12	III	ductal	30.1	Obese	150	67.7	96	never	1.8	low	4	15	10	Post	Yes	Yes	Negative	No	No	Unknown	Luminal A	Yes	27
BC_AFR_00066	West_Africa	Burkina Faso	34	Young	Negative	Negative	Positive	HER2_enriched	0	0	2+	3	6.7	Positive	5	46	IV	ductal	23.3	Normal	162	61.1	58	former	2.2	moderate	2	14	23	Pre	No	No	Negative	No	No	Unknown	HER2-enriched	Yes	20
BC_AFR_00067	Central_Africa	Cameroon	41	Middle	Positive	Positive	Negative	Luminal_A	67	20	0	2	3.9	Negative	0	27	II	ductal	26.4	Overweight	168	74.5	82	current	0	high	5	17	34	Pre	No	No	Negative	No	No	Negative	Luminal A	Yes	19
BC_AFR_00068	West_Africa	Nigeria	50	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	1.4	Positive	3	59	II	other	26.8	Overweight	159	67.8	80	never	2.8	high	4	14	13	Post	No	No	Negative	No	No	Unknown	Basal-like	Yes	24
BC_AFR_00069	African_American	USA	40	Middle	Positive	Positive	Negative	Luminal_A	94	60	0	1	4	Negative	0	26	IV	ductal	19.3	Normal	148	42.3	85	never	4	moderate	3	14	0	Pre	No	Yes	Negative	No	Yes	Unknown	Luminal A	No	22
BC_AFR_00070	Southern_Africa	Botswana	54	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	3.4	Negative	0	83	II	other	39	Obese	178	123.6	112	never	0.6	moderate	2	17	10	Post	Yes	Yes	Negative	Yes	No	Unknown	Basal-like	Yes	29
BC_AFR_00071	West_Africa	Nigeria	52	Middle	Positive	Positive	Negative	Luminal_A	94	61	1+	1	5.9	Negative	0	19	III	ductal	26.6	Overweight	154	63.1	95	never	0	low	3	15	10	Post	No	Yes	Negative	No	No	Negative	Luminal A	Yes	20
BC_AFR_00072	West_Africa	Senegal	54	Middle	Positive	Positive	Negative	Luminal_A	98	49	0	2	2.9	Negative	0	1	II	mixed	35.2	Obese	163	93.5	93	never	1.5	low	1	14	23	Pre	No	Yes	Negative	No	Yes	Unknown	Luminal A	Yes	20
BC_AFR_00073	Central_Africa	Cameroon	51	Middle	Positive	Positive	Positive	Luminal_B	71	92	2+	2	1.9	Positive	4	53	I	ductal	25.9	Overweight	162	68	76	never	0	high	4	14	13	Post	Yes	No	Positive	No	Yes	Negative	Luminal B	Yes	23
BC_AFR_00074	Southern_Africa	Namibia	29	Young	Positive	Positive	Positive	Luminal_B	67	67	2+	2	1	Positive	2	37	III	ductal	37.6	Obese	165	102.4	101	never	4.5	low	3	12	17	Pre	No	No	Negative	No	No	Negative	Luminal B	Yes	22
BC_AFR_00075	Southern_Africa	Namibia	54	Middle	Positive	Negative	Negative	ER_pos_PR_neg_HER2_neg	94	0	1+	1	2.7	Positive	2	7	III	ductal	26.9	Overweight	165	73.2	96	never	3.6	low	5	16	0	Post	No	No	Negative	No	No	Unknown	Luminal A	Yes	25
BC_AFR_00076	Southern_Africa	South Africa	66	Older	Positive	Positive	Negative	Luminal_A	83	82	0	2	3.5	Positive	1	19	III	mixed	17	Underweight	169	48.6	91	never	2.8	high	2	12	0	Post	No	No	Negative	No	No	Unknown	Luminal A	Yes	23
BC_AFR_00077	West_Africa	Mali	39	Young	Positive	Positive	Negative	Luminal_A	46	80	0	1	2.1	Negative	0	22	II	ductal	23.6	Normal	158	58.9	93	never	0	moderate	1	14	11	Pre	No	No	Negative	No	No	Unknown	Luminal A	Yes	28
BC_AFR_00078	East_Africa	Ethiopia	47	Middle	Positive	Positive	Negative	Luminal_A	53	32	0	1	3.5	Negative	0	15	II	ductal	32	Obese	164	86.1	110	former	1.7	moderate	3	14	0	Pre	No	No	Negative	Yes	No	Unknown	Luminal A	Yes	23
BC_AFR_00079	West_Africa	Nigeria	60	Older	Positive	Positive	Negative	Luminal_A	66	70	0	1	2.3	Positive	1	11	III	ductal	29.4	Overweight	161	76.2	82	never	0	low	2	14	19	Post	No	Yes	Negative	No	No	Unknown	Luminal A	Yes	22
BC_AFR_00080	Central_Africa	CAR	60	Older	Positive	Positive	Positive	Luminal_B	48	70	3+	3	1.8	Positive	3	45	II	lobular	16.3	Underweight	164	43.8	97	former	3.7	moderate	3	12	11	Post	Yes	No	Negative	No	No	Negative	Luminal B	Yes	23
BC_AFR_00081	Southern_Africa	South Africa	38	Young	Negative	Negative	Negative	TNBC	0	0	1+	2	1.5	Negative	0	71	II	mixed	31.2	Obese	154	74	110	former	3.9	low	5	13	1	Pre	No	No	Negative	No	No	Unknown	Basal-like	Yes	28
BC_AFR_00082	West_Africa	Senegal	36	Young	Positive	Positive	Negative	Luminal_A	80	36	0	1	1.5	Negative	0	2	I	mixed	18.4	Underweight	164	49.5	95	never	4.6	low	6	16	19	Pre	No	No	Negative	No	No	Unknown	Luminal A	Yes	20
BC_AFR_00083	West_Africa	Mali	48	Middle	Positive	Positive	Negative	Luminal_A	80	49	0	2	2.1	Negative	0	8	II	ductal	40.9	Obese	169	116.8	107	never	1.8	high	2	14	25	Pre	Yes	Yes	Negative	No	No	Unknown	Luminal A	Yes	21
BC_AFR_00084	West_Africa	Ghana	52	Middle	Positive	Positive	Negative	Luminal_A	96	50	0	2	1.9	Negative	0	12	I	ductal	34.7	Obese	162	91.1	86	never	0.8	low	3	13	3	Post	Yes	No	Negative	No	No	Unknown	Luminal A	Yes	20
BC_AFR_00085	West_Africa	Nigeria	58	Middle	Negative	Negative	Positive	HER2_enriched	0	0	2+	3	1.8	Positive	2	56	II	other	29.8	Overweight	166	82.1	92	never	0	high	2	12	47	Post	No	No	Positive	No	Yes	Unknown	HER2-enriched	Yes	17
BC_AFR_00086	Southern_Africa	Namibia	20	Young	Positive	Positive	Negative	Luminal_A	91	74	1+	2	5.6	Negative	0	16	I	ductal	27.9	Overweight	155	67	87	never	0	moderate	3	15	31	Pre	No	No	Negative	No	Yes	Unknown	Luminal A	Yes	24
BC_AFR_00087	Southern_Africa	Zimbabwe	44	Middle	Positive	Positive	Positive	Luminal_B	77	39	2+	3	3.6	Positive	5	43	III	ductal	28.2	Overweight	156	68.6	74	former	0	high	1	15	18	Pre	No	Yes	Positive	No	No	Negative	Luminal B	Yes	27
BC_AFR_00088	Central_Africa	DRC	48	Middle	Positive	Positive	Negative	Luminal_A	100	75	1+	3	4.3	Positive	3	12	IV	lobular	27.4	Overweight	167	76.4	107	current	0	moderate	7	14	16	Pre	No	No	Negative	No	Yes	Unknown	Luminal A	Yes	22
BC_AFR_00089	East_Africa	Ethiopia	26	Young	Positive	Positive	Negative	Luminal_A	71	100	0	2	1.6	Positive	7	9	III	ductal	30.3	Obese	162	79.5	87	never	1.8	low	1	12	30	Pre	No	Yes	Positive	No	No	Negative	Luminal A	Yes	23
BC_AFR_00090	West_Africa	Mali	50	Middle	Positive	Positive	Negative	Luminal_A	62	45	0	1	3.5	Positive	2	20	III	ductal	29.6	Overweight	156	72	93	former	6.4	moderate	2	16	37	Post	No	No	Negative	No	Yes	Negative	Luminal A	Yes	26
BC_AFR_00091	Southern_Africa	Namibia	38	Young	Negative	Negative	Negative	TNBC	0	0	1+	2	2.9	Positive	4	80	IV	lobular	37.2	Obese	154	88.2	92	current	10.9	low	2	15	7	Pre	No	Yes	Positive	No	Yes	Unknown	Basal-like	No	25
BC_AFR_00092	Southern_Africa	Zimbabwe	61	Older	Positive	Negative	Negative	ER_pos_PR_neg_HER2_neg	98	0	0	2	3.7	Positive	2	0	III	ductal	27	Overweight	165	73.5	69	never	9.9	low	2	17	16	Post	No	No	Positive	Yes	No	Unknown	Luminal A	Yes	20
BC_AFR_00093	East_Africa	Tanzania	43	Middle	Negative	Negative	Positive	HER2_enriched	0	0	2+	3	7.2	Positive	3	74	II	mixed	31.4	Obese	149	69.7	87	never	2.2	moderate	6	15	0	Pre	No	Yes	Negative	No	Yes	Unknown	HER2-enriched	Yes	21
BC_AFR_00094	Southern_Africa	Botswana	46	Middle	Negative	Negative	Negative	TNBC	0	0	0	3	4.1	Positive	1	68	IV	ductal	24.7	Normal	164	66.4	92	current	1.8	moderate	5	12	13	Pre	No	Yes	Positive	Yes	No	Negative	Basal-like	Yes	30
BC_AFR_00095	East_Africa	Kenya	31	Young	Positive	Positive	Negative	Luminal_A	85	44	0	1	3.4	Negative	0	19	II	ductal	24.6	Normal	159	62.2	86	never	3	moderate	4	13	18	Pre	No	Yes	Positive	No	No	Unknown	Luminal A	Yes	31
BC_AFR_00096	East_Africa	Rwanda	64	Older	Negative	Negative	Positive	HER2_enriched	0	0	3+	3	5.9	Positive	5	50	II	ductal	35.2	Obese	150	79.2	91	never	3.2	low	0	14	0	Post	No	Yes	Negative	No	No	Unknown	HER2-enriched	Yes	27
BC_AFR_00097	East_Africa	Ethiopia	60	Older	Positive	Positive	Negative	Luminal_A	56	100	1+	2	5.1	Positive	3	0	III	mixed	22.3	Normal	160	57.1	71	former	0	low	1	14	26	Post	No	No	Negative	No	No	Negative	Luminal A	Yes	28
BC_AFR_00098	West_Africa	Ghana	48	Middle	Positive	Positive	Negative	Luminal_A	89	48	0	2	0.6	Negative	0	14	II	mixed	14.5	Underweight	160	37.1	89	never	0	low	4	16	13	Pre	Yes	Yes	Negative	No	No	Unknown	Luminal A	Yes	24
BC_AFR_00099	West_Africa	Burkina Faso	44	Middle	Negative	Negative	Negative	TNBC	0	0	0	2	4.2	Positive	4	73	III	ductal	31.5	Obese	165	85.8	96	never	4.1	low	2	16	0	Pre	No	No	Negative	No	No	Unknown	Basal-like	Yes	30

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Africa Synth Population Hormone Receptor African All | Africa (Electric Sheep Africa metadata inventory)

Size category: 10K<n<100K - Formats: csv - Sector: health - 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

Health datasets help researchers examine disease burden, service delivery, risk factors, outcomes, and public-health program performance.

Dataset context from the existing Hugging Face card: ⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference. Hormone Receptor Status Distribution in African Breast Cancer Populations v1.0 Dataset Description Hormone Receptor Status Distribution in African Breast Cancer is a high-quality synthetic dataset representing 50,000 breast cancer cases from 5 African populations (West Africa, East Africa, Southern Africa, Central Africa… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-population-hormone-receptor-african-all.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-synth-population-hormone-receptor-african-all`
Sector	health
Topic tags	medical, oncology, breast-cancer, hormone-receptors, african-populations, synthetic-data, genomics, ER-PR-HER2, TNBC, synthetic
Modalities	`tabular`, `text`
Formats	`csv`
Size category	`10K<n<100K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-04-14 22:38:38+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-synth-population-hormone-receptor-african-all")
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: cc-by-nc-4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-synth-population-hormone-receptor-african-all
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_synth_population_hormone_receptor_african_all_2026,
  title        = {Africa Synth Population Hormone Receptor African All | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-synth-population-hormone-receptor-african-all},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-synth-population-hormone-receptor-african-all}}
}

License

Released under cc-by-nc-4.0.

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-synth-population-hormone-receptor-african-all

Genomics

Collection

A collection of datasets on genomics in Sub-Saharan Africa • 21 items • Updated Nov 26, 2025 • 1