Datasets:

electricsheepafrica
/

africa-cancer-ethiopia

sample_id stringlengths 17 17	population stringclasses 7 values	region stringclasses 5 values	is_SSA bool 2 classes	is_reference_panel bool 2 classes	sex stringclasses 2 values	age int64 18 90	age_accel_category stringclasses 3 values	age_accel_years float64 -11.33 16.1	epigenetic_age float64 11 94.9	global_methylation_category stringclasses 3 values	global_methylation_beta float64 0.4 0.97	methylation_signature_cluster stringclasses 3 values	BRCA1_promoter_status stringclasses 3 values	BRCA1_promoter_beta float64 0 1	RASSF1A_promoter_status stringclasses 3 values	RASSF1A_promoter_beta float64 0 1	CDH1_promoter_status stringclasses 3 values	CDH1_promoter_beta float64 0 0.99	CDKN2A_p16_promoter_status stringclasses 3 values	CDKN2A_p16_promoter_beta float64 0 1	DAPK1_promoter_status stringclasses 3 values	DAPK1_promoter_beta float64 0 1
METH_SAMPLE_00001	SSA_West	West	true	false	Female	53	Accelerated	3.12	56.12	Low	0.547	Cluster_C_SSA_like	Unmethylated	0.052	Partially_methylated	0.572	Unmethylated	0.134	Hypermethylated	0.884	Unmethylated	0.095
METH_SAMPLE_00002	SSA_West	West	true	false	Female	39	Decelerated	-4.97	34.03	Intermediate	0.778	Cluster_C_SSA_like	Partially_methylated	0.376	Unmethylated	0.135	Partially_methylated	0.721	Unmethylated	0.084	Unmethylated	0.159
METH_SAMPLE_00003	SSA_West	West	true	false	Female	58	Accelerated	0.48	58.48	Low	0.51	Cluster_C_SSA_like	Unmethylated	0.055	Unmethylated	0.063	Partially_methylated	0.399	Unmethylated	0.055	Unmethylated	0.11
METH_SAMPLE_00004	SSA_West	West	true	false	Female	60	On_track	5.66	65.66	Intermediate	0.718	Cluster_B_AAW_like	Hypermethylated	0.804	Partially_methylated	0.398	Unmethylated	0.098	Unmethylated	0.146	Hypermethylated	0.818
METH_SAMPLE_00005	SSA_West	West	true	false	Female	29	Accelerated	8.74	37.74	Intermediate	0.777	Cluster_C_SSA_like	Partially_methylated	0.543	Unmethylated	0.084	Unmethylated	0.084	Unmethylated	0	Unmethylated	0.046
METH_SAMPLE_00006	SSA_West	West	true	false	Female	36	On_track	-0.74	35.26	Intermediate	0.69	Cluster_A_EUR_like	Unmethylated	0.019	Hypermethylated	0.853	Hypermethylated	0.779	Unmethylated	0.132	Partially_methylated	0.584
METH_SAMPLE_00007	SSA_West	West	true	false	Female	51	Decelerated	-8.37	42.63	Intermediate	0.7	Cluster_A_EUR_like	Partially_methylated	0.495	Unmethylated	0.07	Unmethylated	0.095	Partially_methylated	0.477	Unmethylated	0.152
METH_SAMPLE_00008	SSA_West	West	true	false	Female	47	Accelerated	9.66	56.66	High	0.92	Cluster_A_EUR_like	Hypermethylated	0.94	Unmethylated	0.173	Unmethylated	0.072	Unmethylated	0.05	Unmethylated	0.053
METH_SAMPLE_00009	SSA_West	West	true	false	Female	50	Decelerated	-2.33	47.67	High	0.806	Cluster_B_AAW_like	Hypermethylated	0.741	Unmethylated	0.139	Unmethylated	0.127	Unmethylated	0.061	Unmethylated	0.065
METH_SAMPLE_00010	SSA_West	West	true	false	Female	41	On_track	-0.34	40.66	Intermediate	0.676	Cluster_B_AAW_like	Partially_methylated	0.599	Unmethylated	0.078	Unmethylated	0.05	Hypermethylated	0.823	Unmethylated	0.109
METH_SAMPLE_00011	SSA_West	West	true	false	Female	60	On_track	1.28	61.28	Low	0.657	Cluster_C_SSA_like	Hypermethylated	0.815	Hypermethylated	0.929	Partially_methylated	0.482	Unmethylated	0.128	Hypermethylated	0.73
METH_SAMPLE_00012	SSA_West	West	true	false	Female	59	Accelerated	2.84	61.84	Intermediate	0.705	Cluster_A_EUR_like	Unmethylated	0.115	Unmethylated	0.154	Partially_methylated	0.561	Unmethylated	0.072	Partially_methylated	0.489
METH_SAMPLE_00013	SSA_West	West	true	false	Female	51	Accelerated	9.04	60.04	High	0.833	Cluster_C_SSA_like	Hypermethylated	0.962	Unmethylated	0.126	Hypermethylated	0.803	Hypermethylated	0.808	Unmethylated	0.024
METH_SAMPLE_00014	SSA_West	West	true	false	Female	62	Accelerated	4.87	66.87	Low	0.547	Cluster_C_SSA_like	Unmethylated	0.127	Unmethylated	0.125	Unmethylated	0.131	Hypermethylated	0.947	Hypermethylated	0.953
METH_SAMPLE_00015	SSA_West	West	true	false	Female	55	Decelerated	-7.24	47.76	Low	0.565	Cluster_C_SSA_like	Partially_methylated	0.437	Hypermethylated	0.82	Unmethylated	0.031	Unmethylated	0.122	Partially_methylated	0.598
METH_SAMPLE_00016	SSA_West	West	true	false	Female	41	On_track	1.96	42.96	Low	0.65	Cluster_C_SSA_like	Unmethylated	0.083	Hypermethylated	0.731	Hypermethylated	0.841	Unmethylated	0.128	Unmethylated	0.14
METH_SAMPLE_00017	SSA_West	West	true	false	Female	54	Decelerated	-5.1	48.9	High	0.791	Cluster_C_SSA_like	Unmethylated	0.059	Partially_methylated	0.553	Unmethylated	0.017	Hypermethylated	0.796	Hypermethylated	0.782
METH_SAMPLE_00018	SSA_West	West	true	false	Female	39	Accelerated	7.19	46.19	Low	0.504	Cluster_A_EUR_like	Unmethylated	0.036	Hypermethylated	0.988	Unmethylated	0.137	Hypermethylated	0.714	Unmethylated	0.086
METH_SAMPLE_00019	SSA_West	West	true	false	Female	60	On_track	0.43	60.43	High	0.801	Cluster_A_EUR_like	Hypermethylated	0.879	Hypermethylated	0.74	Unmethylated	0.174	Unmethylated	0.034	Partially_methylated	0.692
METH_SAMPLE_00020	SSA_West	West	true	false	Female	49	Decelerated	-4.43	44.57	High	0.771	Cluster_B_AAW_like	Unmethylated	0.165	Partially_methylated	0.582	Unmethylated	0.161	Unmethylated	0.134	Unmethylated	0.19
METH_SAMPLE_00021	SSA_West	West	true	false	Female	48	Accelerated	4.21	52.21	Low	0.609	Cluster_C_SSA_like	Unmethylated	0.166	Hypermethylated	0.689	Unmethylated	0.105	Partially_methylated	0.522	Partially_methylated	0.452
METH_SAMPLE_00022	SSA_West	West	true	false	Female	43	Accelerated	6.29	49.29	Low	0.492	Cluster_C_SSA_like	Unmethylated	0.193	Hypermethylated	0.81	Unmethylated	0.064	Partially_methylated	0.451	Unmethylated	0.034
METH_SAMPLE_00023	SSA_West	West	true	false	Female	63	On_track	1.43	64.43	Intermediate	0.724	Cluster_B_AAW_like	Partially_methylated	0.571	Partially_methylated	0.484	Unmethylated	0.11	Unmethylated	0.157	Unmethylated	0.127
METH_SAMPLE_00024	SSA_West	West	true	false	Female	48	On_track	2.19	50.19	Low	0.578	Cluster_B_AAW_like	Unmethylated	0.246	Partially_methylated	0.425	Hypermethylated	0.966	Partially_methylated	0.443	Partially_methylated	0.543
METH_SAMPLE_00025	SSA_West	West	true	false	Female	45	Decelerated	-4.31	40.69	Intermediate	0.655	Cluster_B_AAW_like	Unmethylated	0.075	Hypermethylated	0.698	Hypermethylated	0.816	Unmethylated	0.032	Unmethylated	0.197
METH_SAMPLE_00026	SSA_West	West	true	false	Female	46	Accelerated	5.06	51.06	Intermediate	0.741	Cluster_C_SSA_like	Partially_methylated	0.378	Partially_methylated	0.541	Unmethylated	0.018	Partially_methylated	0.599	Unmethylated	0.08
METH_SAMPLE_00027	SSA_West	West	true	false	Female	56	On_track	-2.33	53.67	Low	0.508	Cluster_A_EUR_like	Unmethylated	0.069	Partially_methylated	0.424	Hypermethylated	0.937	Unmethylated	0.116	Unmethylated	0.168
METH_SAMPLE_00028	SSA_West	West	true	false	Female	54	Accelerated	3.67	57.67	Low	0.585	Cluster_B_AAW_like	Hypermethylated	0.792	Partially_methylated	0.751	Partially_methylated	0.599	Unmethylated	0.134	Unmethylated	0.036
METH_SAMPLE_00029	SSA_West	West	true	false	Female	55	On_track	4.94	59.94	High	0.869	Cluster_C_SSA_like	Hypermethylated	0.723	Partially_methylated	0.637	Unmethylated	0.175	Unmethylated	0.117	Partially_methylated	0.516
METH_SAMPLE_00030	SSA_West	West	true	false	Female	55	On_track	-4.83	50.17	Low	0.501	Cluster_C_SSA_like	Unmethylated	0.08	Unmethylated	0.151	Hypermethylated	0.839	Partially_methylated	0.49	Hypermethylated	0.79
METH_SAMPLE_00031	SSA_West	West	true	false	Female	74	On_track	2.98	76.98	Intermediate	0.75	Cluster_B_AAW_like	Unmethylated	0.144	Hypermethylated	0.763	Hypermethylated	0.779	Partially_methylated	0.544	Hypermethylated	0.823
METH_SAMPLE_00032	SSA_West	West	true	false	Female	46	Decelerated	-6.44	39.56	Intermediate	0.748	Cluster_B_AAW_like	Unmethylated	0.118	Hypermethylated	0.855	Unmethylated	0.111	Hypermethylated	0.783	Unmethylated	0.017
METH_SAMPLE_00033	SSA_West	West	true	false	Female	44	On_track	1.38	45.38	Intermediate	0.725	Cluster_B_AAW_like	Unmethylated	0.151	Partially_methylated	0.424	Unmethylated	0.178	Hypermethylated	0.81	Partially_methylated	0.566
METH_SAMPLE_00034	SSA_West	West	true	false	Female	41	On_track	-1.21	39.79	Low	0.603	Cluster_C_SSA_like	Unmethylated	0.108	Unmethylated	0.027	Unmethylated	0.106	Partially_methylated	0.56	Hypermethylated	0.787
METH_SAMPLE_00035	SSA_West	West	true	false	Female	57	On_track	2.99	59.99	Low	0.566	Cluster_C_SSA_like	Unmethylated	0.123	Unmethylated	0.084	Unmethylated	0.078	Unmethylated	0.191	Hypermethylated	0.735
METH_SAMPLE_00036	SSA_West	West	true	false	Female	62	Decelerated	-3.76	58.24	Low	0.551	Cluster_C_SSA_like	Hypermethylated	0.81	Hypermethylated	0.723	Partially_methylated	0.397	Partially_methylated	0.409	Partially_methylated	0.361
METH_SAMPLE_00037	SSA_West	West	true	false	Female	49	On_track	-3.55	45.45	Intermediate	0.707	Cluster_B_AAW_like	Hypermethylated	0.788	Hypermethylated	0.837	Hypermethylated	0.794	Unmethylated	0.186	Partially_methylated	0.46
METH_SAMPLE_00038	SSA_West	West	true	false	Female	41	On_track	-0.75	40.25	Low	0.478	Cluster_C_SSA_like	Partially_methylated	0.668	Hypermethylated	0.796	Hypermethylated	0.852	Unmethylated	0.073	Hypermethylated	0.765
METH_SAMPLE_00039	SSA_West	West	true	false	Female	41	On_track	-3.94	37.06	High	0.775	Cluster_C_SSA_like	Partially_methylated	0.497	Partially_methylated	0.277	Partially_methylated	0.431	Unmethylated	0.108	Partially_methylated	0.332
METH_SAMPLE_00040	SSA_West	West	true	false	Female	57	On_track	2.41	59.41	Intermediate	0.773	Cluster_A_EUR_like	Unmethylated	0.076	Hypermethylated	0.756	Unmethylated	0.105	Hypermethylated	0.823	Unmethylated	0.001
METH_SAMPLE_00041	SSA_West	West	true	false	Female	58	On_track	-1.04	56.96	Intermediate	0.711	Cluster_C_SSA_like	Unmethylated	0.072	Partially_methylated	0.465	Partially_methylated	0.506	Partially_methylated	0.501	Unmethylated	0.05
METH_SAMPLE_00042	SSA_West	West	true	false	Female	56	Decelerated	-8.16	47.84	Low	0.571	Cluster_A_EUR_like	Unmethylated	0.157	Unmethylated	0.091	Unmethylated	0.046	Unmethylated	0.062	Unmethylated	0.18
METH_SAMPLE_00043	SSA_West	West	true	false	Female	43	On_track	0.45	43.45	High	0.834	Cluster_C_SSA_like	Unmethylated	0.163	Unmethylated	0.078	Unmethylated	0.085	Unmethylated	0.205	Unmethylated	0
METH_SAMPLE_00044	SSA_West	West	true	false	Female	53	On_track	3.21	56.21	Low	0.58	Cluster_C_SSA_like	Unmethylated	0.173	Partially_methylated	0.372	Partially_methylated	0.53	Unmethylated	0.098	Unmethylated	0.062
METH_SAMPLE_00045	SSA_West	West	true	false	Female	51	On_track	0.95	51.95	High	0.777	Cluster_B_AAW_like	Partially_methylated	0.494	Hypermethylated	0.669	Partially_methylated	0.483	Unmethylated	0.052	Unmethylated	0.123
METH_SAMPLE_00046	SSA_West	West	true	false	Female	52	On_track	-3.57	48.43	Low	0.592	Cluster_B_AAW_like	Partially_methylated	0.467	Partially_methylated	0.408	Unmethylated	0.159	Partially_methylated	0.508	Hypermethylated	0.824
METH_SAMPLE_00047	SSA_West	West	true	false	Female	60	On_track	-0.98	59.02	Low	0.65	Cluster_C_SSA_like	Unmethylated	0.168	Partially_methylated	0.362	Partially_methylated	0.498	Unmethylated	0.089	Partially_methylated	0.454
METH_SAMPLE_00048	SSA_West	West	true	false	Female	52	Decelerated	-7.89	44.11	High	0.746	Cluster_A_EUR_like	Unmethylated	0.117	Unmethylated	0.156	Unmethylated	0.097	Unmethylated	0.077	Unmethylated	0.04
METH_SAMPLE_00049	SSA_West	West	true	false	Female	57	Accelerated	8.42	65.42	Intermediate	0.668	Cluster_B_AAW_like	Unmethylated	0.127	Partially_methylated	0.652	Unmethylated	0.221	Partially_methylated	0.365	Partially_methylated	0.61
METH_SAMPLE_00050	SSA_West	West	true	false	Female	51	Accelerated	6.94	57.94	Intermediate	0.628	Cluster_C_SSA_like	Unmethylated	0.12	Hypermethylated	0.892	Unmethylated	0.159	Unmethylated	0.096	Unmethylated	0.107
METH_SAMPLE_00051	SSA_West	West	true	false	Female	53	On_track	0.84	53.84	High	0.826	Cluster_C_SSA_like	Unmethylated	0	Hypermethylated	0.774	Partially_methylated	0.636	Unmethylated	0.114	Hypermethylated	0.719
METH_SAMPLE_00052	SSA_West	West	true	false	Female	57	Accelerated	8.88	65.88	High	0.78	Cluster_B_AAW_like	Hypermethylated	0.845	Partially_methylated	0.245	Unmethylated	0.046	Partially_methylated	0.282	Partially_methylated	0.535
METH_SAMPLE_00053	SSA_West	West	true	false	Female	34	On_track	0.91	34.91	Intermediate	0.661	Cluster_C_SSA_like	Unmethylated	0.086	Partially_methylated	0.601	Partially_methylated	0.499	Unmethylated	0.054	Unmethylated	0.123
METH_SAMPLE_00054	SSA_West	West	true	false	Female	46	Accelerated	7.02	53.02	Intermediate	0.688	Cluster_B_AAW_like	Unmethylated	0.105	Unmethylated	0.129	Unmethylated	0.067	Partially_methylated	0.424	Unmethylated	0.2
METH_SAMPLE_00055	SSA_West	West	true	false	Female	45	On_track	-2.58	42.42	Low	0.534	Cluster_B_AAW_like	Unmethylated	0.038	Partially_methylated	0.555	Unmethylated	0.089	Unmethylated	0.107	Hypermethylated	0.702
METH_SAMPLE_00056	SSA_West	West	true	false	Female	43	Accelerated	2.9	45.9	Low	0.561	Cluster_B_AAW_like	Unmethylated	0.091	Partially_methylated	0.54	Partially_methylated	0.433	Hypermethylated	0.778	Unmethylated	0.084
METH_SAMPLE_00057	SSA_West	West	true	false	Female	47	On_track	3.72	50.72	Intermediate	0.709	Cluster_C_SSA_like	Unmethylated	0.177	Partially_methylated	0.606	Hypermethylated	0.717	Hypermethylated	0.854	Unmethylated	0.065
METH_SAMPLE_00058	SSA_West	West	true	false	Female	66	On_track	2.06	68.06	Intermediate	0.682	Cluster_C_SSA_like	Unmethylated	0.087	Unmethylated	0.054	Unmethylated	0.144	Unmethylated	0.131	Unmethylated	0.089
METH_SAMPLE_00059	SSA_West	West	true	false	Female	40	Decelerated	-5.44	34.56	Intermediate	0.682	Cluster_C_SSA_like	Hypermethylated	0.802	Partially_methylated	0.436	Unmethylated	0.068	Unmethylated	0.062	Partially_methylated	0.506
METH_SAMPLE_00060	SSA_West	West	true	false	Female	61	On_track	-1.76	59.24	High	0.711	Cluster_C_SSA_like	Unmethylated	0.069	Hypermethylated	0.835	Partially_methylated	0.437	Unmethylated	0.206	Partially_methylated	0.516
METH_SAMPLE_00061	SSA_West	West	true	false	Female	31	On_track	1.86	32.86	High	0.737	Cluster_C_SSA_like	Unmethylated	0.092	Hypermethylated	0.675	Unmethylated	0.066	Unmethylated	0.142	Unmethylated	0.086
METH_SAMPLE_00062	SSA_West	West	true	false	Female	46	On_track	2.13	48.13	High	0.819	Cluster_C_SSA_like	Unmethylated	0.043	Unmethylated	0.097	Unmethylated	0.133	Unmethylated	0.054	Unmethylated	0.141
METH_SAMPLE_00063	SSA_West	West	true	false	Male	52	On_track	0.63	52.63	Intermediate	0.67	Cluster_C_SSA_like	Unmethylated	0.105	Hypermethylated	0.875	Partially_methylated	0.443	Partially_methylated	0.397	Unmethylated	0.009
METH_SAMPLE_00064	SSA_West	West	true	false	Female	56	On_track	5.62	61.62	High	0.787	Cluster_C_SSA_like	Unmethylated	0.098	Hypermethylated	0.829	Hypermethylated	0.813	Unmethylated	0.079	Partially_methylated	0.46
METH_SAMPLE_00065	SSA_West	West	true	false	Female	58	On_track	2.83	60.83	Low	0.555	Cluster_C_SSA_like	Partially_methylated	0.3	Hypermethylated	0.819	Unmethylated	0.057	Unmethylated	0.084	Hypermethylated	0.851
METH_SAMPLE_00066	SSA_West	West	true	false	Female	59	Decelerated	-5.1	53.9	Low	0.567	Cluster_B_AAW_like	Unmethylated	0.158	Unmethylated	0.068	Unmethylated	0.108	Unmethylated	0	Unmethylated	0.13
METH_SAMPLE_00067	SSA_West	West	true	false	Female	46	Decelerated	-7.39	38.61	Low	0.55	Cluster_C_SSA_like	Partially_methylated	0.538	Partially_methylated	0.48	Partially_methylated	0.625	Unmethylated	0.044	Unmethylated	0.172
METH_SAMPLE_00068	SSA_West	West	true	false	Female	45	Decelerated	-3.57	41.43	High	0.795	Cluster_B_AAW_like	Unmethylated	0.184	Unmethylated	0.212	Unmethylated	0.062	Unmethylated	0.146	Unmethylated	0.062
METH_SAMPLE_00069	SSA_West	West	true	false	Female	59	Accelerated	1.9	60.9	Low	0.546	Cluster_C_SSA_like	Unmethylated	0.071	Partially_methylated	0.412	Unmethylated	0.067	Hypermethylated	0.875	Partially_methylated	0.503
METH_SAMPLE_00070	SSA_West	West	true	false	Female	48	Accelerated	6.64	54.64	Low	0.533	Cluster_C_SSA_like	Unmethylated	0.096	Unmethylated	0.107	Partially_methylated	0.462	Unmethylated	0.044	Unmethylated	0.198
METH_SAMPLE_00071	SSA_West	West	true	false	Female	36	On_track	-1.76	34.24	High	0.756	Cluster_B_AAW_like	Hypermethylated	0.77	Hypermethylated	0.741	Hypermethylated	0.794	Hypermethylated	0.778	Hypermethylated	0.885
METH_SAMPLE_00072	SSA_West	West	true	false	Female	38	On_track	-5.26	32.74	Intermediate	0.674	Cluster_C_SSA_like	Unmethylated	0.116	Unmethylated	0.067	Partially_methylated	0.572	Partially_methylated	0.513	Unmethylated	0.113
METH_SAMPLE_00073	SSA_West	West	true	false	Female	40	Accelerated	6.89	46.89	High	0.818	Cluster_C_SSA_like	Unmethylated	0.06	Unmethylated	0.064	Unmethylated	0.097	Unmethylated	0.132	Unmethylated	0.076
METH_SAMPLE_00074	SSA_West	West	true	false	Female	55	Accelerated	7.21	62.21	Low	0.618	Cluster_C_SSA_like	Partially_methylated	0.581	Unmethylated	0.084	Hypermethylated	0.868	Unmethylated	0.047	Unmethylated	0.133
METH_SAMPLE_00075	SSA_West	West	true	false	Female	52	Accelerated	4.32	56.32	Intermediate	0.66	Cluster_B_AAW_like	Unmethylated	0.113	Hypermethylated	0.835	Unmethylated	0.069	Unmethylated	0.119	Partially_methylated	0.591
METH_SAMPLE_00076	SSA_West	West	true	false	Female	58	Decelerated	-2.43	55.57	High	0.863	Cluster_C_SSA_like	Unmethylated	0.125	Partially_methylated	0.495	Partially_methylated	0.613	Hypermethylated	0.841	Unmethylated	0.12
METH_SAMPLE_00077	SSA_West	West	true	false	Female	45	Decelerated	-3.96	41.04	Intermediate	0.733	Cluster_A_EUR_like	Unmethylated	0.1	Unmethylated	0.129	Unmethylated	0.087	Unmethylated	0.089	Unmethylated	0.112
METH_SAMPLE_00078	SSA_West	West	true	false	Female	52	Accelerated	4.29	56.29	Intermediate	0.724	Cluster_C_SSA_like	Partially_methylated	0.504	Hypermethylated	0.88	Partially_methylated	0.564	Unmethylated	0.141	Hypermethylated	0.876
METH_SAMPLE_00079	SSA_West	West	true	false	Female	57	On_track	0.88	57.88	Low	0.615	Cluster_A_EUR_like	Hypermethylated	0.695	Unmethylated	0.025	Hypermethylated	0.723	Unmethylated	0.114	Hypermethylated	0.682
METH_SAMPLE_00080	SSA_West	West	true	false	Female	47	Decelerated	-4.97	42.03	Intermediate	0.671	Cluster_C_SSA_like	Unmethylated	0.084	Hypermethylated	0.95	Unmethylated	0.034	Partially_methylated	0.519	Unmethylated	0.131
METH_SAMPLE_00081	SSA_West	West	true	false	Female	55	On_track	-5.14	49.86	High	0.882	Cluster_C_SSA_like	Hypermethylated	0.844	Unmethylated	0.196	Partially_methylated	0.325	Hypermethylated	0.953	Unmethylated	0.125
METH_SAMPLE_00082	SSA_West	West	true	false	Female	43	Accelerated	0.95	43.95	Low	0.551	Cluster_C_SSA_like	Hypermethylated	0.66	Partially_methylated	0.472	Partially_methylated	0.503	Hypermethylated	0.898	Partially_methylated	0.48
METH_SAMPLE_00083	SSA_West	West	true	false	Female	46	On_track	0.11	46.11	Intermediate	0.702	Cluster_C_SSA_like	Partially_methylated	0.579	Hypermethylated	0.845	Unmethylated	0.065	Hypermethylated	0.848	Unmethylated	0.009
METH_SAMPLE_00084	SSA_West	West	true	false	Female	46	On_track	3.49	49.49	Intermediate	0.69	Cluster_B_AAW_like	Partially_methylated	0.482	Partially_methylated	0.326	Unmethylated	0.103	Partially_methylated	0.497	Hypermethylated	0.779
METH_SAMPLE_00085	SSA_West	West	true	false	Female	37	Accelerated	4.41	41.41	Intermediate	0.719	Cluster_C_SSA_like	Partially_methylated	0.571	Hypermethylated	0.788	Hypermethylated	0.734	Hypermethylated	0.839	Partially_methylated	0.392
METH_SAMPLE_00086	SSA_West	West	true	false	Female	55	Accelerated	4.57	59.57	Intermediate	0.777	Cluster_B_AAW_like	Partially_methylated	0.311	Partially_methylated	0.436	Unmethylated	0.099	Unmethylated	0.079	Partially_methylated	0.524
METH_SAMPLE_00087	SSA_West	West	true	false	Female	45	Decelerated	-8.64	36.36	Low	0.521	Cluster_C_SSA_like	Partially_methylated	0.465	Partially_methylated	0.296	Partially_methylated	0.54	Unmethylated	0.073	Partially_methylated	0.534
METH_SAMPLE_00088	SSA_West	West	true	false	Male	50	Decelerated	-3.28	46.72	Intermediate	0.747	Cluster_C_SSA_like	Unmethylated	0.141	Hypermethylated	0.753	Partially_methylated	0.486	Partially_methylated	0.646	Partially_methylated	0.492
METH_SAMPLE_00089	SSA_West	West	true	false	Female	55	Accelerated	5.3	60.3	Intermediate	0.714	Cluster_B_AAW_like	Partially_methylated	0.503	Unmethylated	0.177	Partially_methylated	0.679	Unmethylated	0.174	Unmethylated	0
METH_SAMPLE_00090	SSA_West	West	true	false	Female	55	Decelerated	-4.39	50.61	Intermediate	0.687	Cluster_A_EUR_like	Unmethylated	0.039	Unmethylated	0.126	Unmethylated	0.136	Hypermethylated	0.893	Unmethylated	0.166
METH_SAMPLE_00091	SSA_West	West	true	false	Female	57	On_track	1.38	58.38	High	0.786	Cluster_C_SSA_like	Unmethylated	0	Unmethylated	0.13	Unmethylated	0.058	Unmethylated	0.083	Unmethylated	0.14
METH_SAMPLE_00092	SSA_West	West	true	false	Female	49	On_track	-3.18	45.82	Intermediate	0.69	Cluster_A_EUR_like	Hypermethylated	0.844	Partially_methylated	0.556	Hypermethylated	0.812	Unmethylated	0.051	Unmethylated	0.113
METH_SAMPLE_00093	SSA_West	West	true	false	Female	45	On_track	-3.17	41.83	Low	0.588	Cluster_C_SSA_like	Hypermethylated	0.817	Hypermethylated	0.819	Unmethylated	0.067	Unmethylated	0.175	Hypermethylated	0.877
METH_SAMPLE_00094	SSA_West	West	true	false	Female	49	On_track	-2.85	46.15	Intermediate	0.797	Cluster_A_EUR_like	Hypermethylated	0.826	Unmethylated	0.099	Partially_methylated	0.23	Hypermethylated	0.757	Partially_methylated	0.544
METH_SAMPLE_00095	SSA_West	West	true	false	Female	31	On_track	2.3	33.3	Intermediate	0.663	Cluster_B_AAW_like	Unmethylated	0.141	Unmethylated	0.106	Unmethylated	0.145	Hypermethylated	0.874	Unmethylated	0.181
METH_SAMPLE_00096	SSA_West	West	true	false	Female	34	On_track	4	38	Intermediate	0.63	Cluster_A_EUR_like	Hypermethylated	0.778	Hypermethylated	0.854	Unmethylated	0.111	Unmethylated	0.135	Hypermethylated	0.673
METH_SAMPLE_00097	SSA_West	West	true	false	Female	35	Accelerated	-2.46	32.54	Low	0.525	Cluster_B_AAW_like	Unmethylated	0.098	Partially_methylated	0.491	Unmethylated	0.209	Partially_methylated	0.2	Unmethylated	0.076
METH_SAMPLE_00098	SSA_West	West	true	false	Female	39	Accelerated	2.22	41.22	Intermediate	0.645	Cluster_C_SSA_like	Unmethylated	0.116	Partially_methylated	0.595	Unmethylated	0.083	Unmethylated	0.13	Hypermethylated	0.68
METH_SAMPLE_00099	SSA_West	West	true	false	Female	54	Decelerated	-7.13	46.87	High	0.849	Cluster_B_AAW_like	Unmethylated	0.13	Hypermethylated	0.9	Hypermethylated	0.87	Unmethylated	0.191	Unmethylated	0.076
METH_SAMPLE_00100	SSA_West	West	true	false	Female	40	On_track	-2.11	37.89	Low	0.569	Cluster_B_AAW_like	Hypermethylated	0.815	Hypermethylated	0.798	Unmethylated	0.038	Unmethylated	0.097	Unmethylated	0.112

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SSA Breast DNA Methylation Dataset (Women, Multi-ancestry) | Africa (Electric Sheep Africa metadata inventory)

Size category: 10K<n<100K - Formats: parquet - 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: SSA Breast DNA Methylation Dataset (Women, Multi-ancestry, Synthetic) Dataset summary This dataset provides a synthetic DNA methylation cohort conceptually linked to women with invasive breast cancer across multiple ancestry groups, with emphasis on Sub-Saharan Africa (SSA) and comparable reference populations. It captures high-level methylation features rather than site-level arrays, grounded in key literature on epigenetic clocks, promoter CpG methylation of tumour… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cancer-ethiopia.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-cancer-ethiopia`
Sector	health
Topic tags	dna-methylation, epigenetic-clock, promoter-methylation, global-methylation, breast-cancer, sub-saharan-africa
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`10K<n<100K`
Countries	Ethiopia
ISO3 coverage	`ETH`
Last modified on HF	`2025-11-25 12:43:03+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-cancer-ethiopia")
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: 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-cancer-ethiopia
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_cancer_ethiopia_2026,
  title        = {SSA Breast DNA Methylation Dataset (Women, Multi-ancestry) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-cancer-ethiopia},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-cancer-ethiopia}}
}

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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Collections including electricsheepafrica/africa-cancer-ethiopia

Genomics

Collection

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

Ethiopia · Country Data Coverage

Collection

Ethiopia national catalog, one reachable ML-ready resource, and related Electric Sheep Africa country datasets. • 92 items • Updated Jul 27