Split (1)

train · 50k rows

sample_id stringlengths 13 13	population stringclasses 5 values	age int64 25 85	age_group stringclasses 4 values	menopausal_status stringclasses 2 values	bmi float64 16 50	tumor_grade int64 1 3	stage stringclasses 3 values	pam50_subtype stringclasses 5 values	ER_status stringclasses 2 values	PR_status stringclasses 2 values	HER2_status stringclasses 2 values	is_TNBC bool 2 classes	MKI67_expr float64 3.04 15	ESR1_expr float64 -2.47 16.8	PGR_expr float64 -3.74 19.1	ERBB2_expr float64 3.92 18	KRT5_expr float64 -2.34 18.3	KRT17_expr float64 -2.27 17.4	ki67_percentage float64 1 95	ki67_category stringclasses 3 values	oncotype_RS float64 0 85 ⌀	oncotype_risk_category stringclasses 4 values
BC_EXPR_49900	African_American	53	50-59	Postmenopausal	28.010783	3	III	Luminal_A	Positive	Positive	Negative	false	6.160258	11.620713	12.212805	9.063533	6.790154	2.214814	6.265026	Low	25	Intermediate
BC_EXPR_49901	Central_Africa	46	40-49	Premenopausal	30.772211	2	II	Luminal_A	Positive	Positive	Negative	false	6.374699	13.648771	11.386746	8.992513	2.638794	4.569536	4.111571	Low	27	Intermediate
BC_EXPR_49902	African_American	53	50-59	Postmenopausal	33.540144	3	III	Luminal_B	Positive	Positive	Negative	false	10.484873	10.831962	10.623977	9.9068	3.642588	3.313707	52.271654	High	0	Low
BC_EXPR_49903	Central_Africa	51	50-59	Postmenopausal	21.387521	2	II	Basal_like	Negative	Negative	Negative	true	11.277222	2.122418	4.19835	8.416178	9.52871	7.576919	71.420453	High	null	Not_applicable
BC_EXPR_49904	West_Africa	28	<40	Premenopausal	30.85623	2	I	Luminal_A	Positive	Positive	Negative	false	6.214692	10.157193	11.088459	9.727022	5.087155	6.403158	1.682785	Low	9	Low
BC_EXPR_49905	African_American	64	60+	Postmenopausal	29.789405	3	II	Luminal_B	Positive	Positive	Negative	false	10.104677	9.485897	6.929781	9.116477	0.730381	5.211921	39.903302	High	13	Low
BC_EXPR_49906	West_Africa	57	50-59	Postmenopausal	22.184057	3	II	Basal_like	Negative	Negative	Negative	true	10.212792	6.033824	3.431155	8.553033	10.801995	10.074845	51.11837	High	null	Not_applicable
BC_EXPR_49907	Central_Africa	64	60+	Postmenopausal	32.677516	3	II	Basal_like	Negative	Negative	Negative	true	10.648586	2.832218	5.486636	9.085908	13.696872	8.677725	75.052791	High	null	Not_applicable
BC_EXPR_49908	West_Africa	45	40-49	Premenopausal	25.940679	3	III	Luminal_A	Positive	Positive	Negative	false	6.731149	10.971934	9.120372	7.426763	4.466925	3.994103	6.126825	Low	3	Low
BC_EXPR_49909	East_Africa	49	40-49	Premenopausal	26.023842	3	III	Basal_like	Negative	Negative	Negative	true	10.441144	2.77116	5.5769	9.605869	12.335699	9.802247	31.489873	High	null	Not_applicable
BC_EXPR_49910	Southern_Africa	64	60+	Postmenopausal	30.145313	3	II	Basal_like	Negative	Negative	Negative	true	11.502295	2.135389	5.714166	6.658382	14.646439	11.178633	60.489839	High	null	Not_applicable
BC_EXPR_49911	East_Africa	37	<40	Premenopausal	29.502228	3	I	Luminal_A	Positive	Positive	Negative	false	8.574407	12.790838	10.703044	7.704215	3.485235	2.727038	7.014004	Low	19	Intermediate
BC_EXPR_49912	Central_Africa	53	50-59	Postmenopausal	23.606133	3	II	Luminal_B	Positive	Positive	Positive	false	8.691372	8.451712	4.92345	8.495835	1.202801	5.645791	33.228078	High	null	Not_applicable
BC_EXPR_49913	Southern_Africa	43	40-49	Premenopausal	17.321505	3	II	Basal_like	Negative	Negative	Negative	true	10.23267	6.619584	3.692821	10.775375	11.666577	10.950521	44.231581	High	null	Not_applicable
BC_EXPR_49914	African_American	61	60+	Postmenopausal	28.629104	3	I	Luminal_A	Positive	Positive	Negative	false	7.400675	10.343817	8.767433	8.670148	4.862331	1.466725	2.899607	Low	14	Low
BC_EXPR_49915	East_Africa	50	40-49	Postmenopausal	24.703625	3	III	Luminal_A	Positive	Positive	Negative	false	7.123183	10.377921	8.891098	10.145054	4.21758	2.305669	4.892559	Low	27	Intermediate
BC_EXPR_49916	African_American	44	40-49	Premenopausal	27.876791	2	I	Basal_like	Negative	Negative	Negative	true	9.820122	5.294826	4.311289	8.594727	10.280378	9.628087	70.292671	High	null	Not_applicable
BC_EXPR_49917	African_American	61	60+	Postmenopausal	26.041344	3	I	Basal_like	Negative	Negative	Negative	true	10.1686	3.990349	0.391712	9.643524	10.977039	8.726736	32.282707	High	null	Not_applicable
BC_EXPR_49918	East_Africa	40	<40	Premenopausal	28.632044	3	II	Basal_like	Negative	Negative	Negative	true	10.421608	3.050253	2.05913	4.394337	9.89509	8.183224	55.752493	High	null	Not_applicable
BC_EXPR_49919	African_American	53	50-59	Postmenopausal	19.575872	3	I	Basal_like	Negative	Negative	Negative	true	10.603033	4.701406	6.01435	6.585457	7.267454	4.425853	64.313955	High	null	Not_applicable
BC_EXPR_49920	East_Africa	55	50-59	Postmenopausal	26.844157	3	II	Luminal_B	Positive	Positive	Negative	false	8.853606	10.849797	9.096052	7.584382	6.208494	4.499473	55.756841	High	68	High
BC_EXPR_49921	West_Africa	59	50-59	Postmenopausal	25.136665	3	II	Luminal_A	Positive	Positive	Negative	false	5.718508	13.368256	14.06297	8.733696	5.586556	5.564518	7.065713	Low	12	Low
BC_EXPR_49922	West_Africa	51	50-59	Postmenopausal	28.65951	1	I	Luminal_B	Positive	Positive	Positive	false	10.312606	9.625169	8.099571	4.973376	5.639683	3.143365	54.614555	High	null	Not_applicable
BC_EXPR_49923	African_American	55	50-59	Postmenopausal	26.302733	2	II	HER2_enriched	Negative	Negative	Positive	false	12.159194	3.574848	5.407414	13.583253	6.367111	3.284229	37.45235	High	null	Not_applicable
BC_EXPR_49924	West_Africa	55	50-59	Postmenopausal	30.125718	3	II	Luminal_A	Positive	Positive	Negative	false	8.716974	11.405878	9.794497	7.860804	3.130931	3.72473	18.498738	Intermediate	11	Low
BC_EXPR_49925	West_Africa	43	40-49	Premenopausal	16	2	III	Basal_like	Negative	Negative	Negative	true	11.287767	4.890919	3.884693	8.55732	8.385459	8.729861	82.041272	High	null	Not_applicable
BC_EXPR_49926	Southern_Africa	62	60+	Postmenopausal	22.363487	3	I	Luminal_A	Positive	Positive	Negative	false	7.318091	12.661956	14.466536	8.317365	-0.028029	1.912841	11.849217	Low	21	Intermediate
BC_EXPR_49927	East_Africa	38	<40	Premenopausal	30.669453	3	III	HER2_enriched	Positive	Negative	Negative	false	9.622896	2.459698	3.75693	15.346133	2.316492	3.288151	68.159394	High	31	High
BC_EXPR_49928	Central_Africa	45	40-49	Premenopausal	25.02722	3	III	Luminal_B	Positive	Positive	Negative	false	9.965148	11.592957	10.295169	8.760524	2.817903	5.015194	22.63454	Intermediate	21	Intermediate
BC_EXPR_49929	West_Africa	35	<40	Premenopausal	36.955383	3	III	Luminal_A	Positive	Positive	Negative	false	7.771114	11.539383	12.026927	8.81742	3.50821	2.741795	12.632843	Low	25	Intermediate
BC_EXPR_49930	West_Africa	45	40-49	Premenopausal	32.043098	3	II	Basal_like	Negative	Negative	Negative	true	11.440825	4.820908	4.271147	9.221792	7.455896	7.998088	88.538817	High	null	Not_applicable
BC_EXPR_49931	East_Africa	64	60+	Postmenopausal	29.323006	3	II	Luminal_A	Positive	Positive	Negative	false	9.159321	12.006245	11.615927	6.698721	3.746516	1.6353	11.775524	Low	18	Intermediate
BC_EXPR_49932	Southern_Africa	70	60+	Postmenopausal	17.208189	1	I	Luminal_A	Positive	Negative	Negative	false	8.087313	11.779547	8.464541	8.789184	2.941121	3.728569	11.316101	Low	23	Intermediate
BC_EXPR_49933	African_American	74	60+	Postmenopausal	37.306542	2	II	Luminal_B	Positive	Negative	Negative	false	7.819532	8.580817	9.039204	9.65603	3.028872	5.364448	47.405193	High	20	Intermediate
BC_EXPR_49934	Southern_Africa	44	40-49	Premenopausal	23.991277	3	I	Luminal_A	Positive	Positive	Negative	false	7.176115	10.777382	8.310415	8.949311	3.980571	4.199785	16.098955	Intermediate	17	Low
BC_EXPR_49935	African_American	85	60+	Postmenopausal	30.242738	1	I	HER2_enriched	Positive	Negative	Positive	false	10.90307	4.599754	0.549654	12.018798	3.104569	4.48669	35.877723	High	null	Not_applicable
BC_EXPR_49936	West_Africa	61	60+	Postmenopausal	20.268464	3	II	Luminal_A	Positive	Positive	Negative	false	6.949898	9.994157	11.53416	8.149793	-0.502456	4.344887	12.588351	Low	9	Low
BC_EXPR_49937	Southern_Africa	64	60+	Postmenopausal	33.318782	3	II	Luminal_B	Positive	Positive	Negative	false	10.163794	11.710634	7.538191	8.340979	4.776287	1.268787	34.830749	High	26	Intermediate
BC_EXPR_49938	Central_Africa	50	40-49	Postmenopausal	28.613154	3	I	Luminal_A	Positive	Positive	Negative	false	5.144002	9.134044	11.142109	8.92302	6.062909	2.388493	2.295304	Low	17	Low
BC_EXPR_49939	African_American	36	<40	Premenopausal	31.863373	2	II	Luminal_A	Positive	Positive	Negative	false	7.107411	10.40854	12.837395	7.904585	2.820883	5.223332	8.63499	Low	16	Low
BC_EXPR_49940	African_American	47	40-49	Premenopausal	33.476628	3	II	Luminal_B	Positive	Negative	Negative	false	8.920962	10.630377	9.376149	7.213063	3.527198	1.369569	35.877587	High	22	Intermediate
BC_EXPR_49941	Southern_Africa	46	40-49	Premenopausal	32.152122	2	III	Basal_like	Negative	Negative	Negative	true	10.544354	4.216496	2.949943	7.635015	10.725923	6.783752	65.787181	High	null	Not_applicable
BC_EXPR_49942	East_Africa	44	40-49	Premenopausal	25.168223	3	II	HER2_enriched	Positive	Negative	Positive	false	10.384679	5.945313	5.662306	12.163733	5.337057	5.048556	4.449253	Low	null	Not_applicable
BC_EXPR_49943	African_American	49	40-49	Premenopausal	26.011868	3	I	Luminal_A	Positive	Positive	Negative	false	6.764342	12.22406	10.991846	6.871424	4.290601	3.560947	6.213567	Low	24	Intermediate
BC_EXPR_49944	West_Africa	46	40-49	Premenopausal	25.179451	3	III	Luminal_A	Positive	Negative	Negative	false	8.279196	12.04937	7.775602	8.849691	7.199856	3.452357	5.298403	Low	8	Low
BC_EXPR_49945	West_Africa	52	50-59	Postmenopausal	33.091646	3	III	Luminal_A	Positive	Positive	Negative	false	7.600346	10.959694	12.861344	7.419177	2.541959	2.843673	11.120799	Low	5	Low
BC_EXPR_49946	East_Africa	46	40-49	Premenopausal	28.755898	3	II	HER2_enriched	Negative	Positive	Positive	false	10.075391	6.616251	5.799348	10.807991	4.410153	3.074197	53.622119	High	null	Not_applicable
BC_EXPR_49947	West_Africa	44	40-49	Premenopausal	21.913355	2	III	Basal_like	Negative	Negative	Negative	true	12.573299	2.102373	3.433319	6.778069	10.140668	10.329839	69.459871	High	null	Not_applicable
BC_EXPR_49948	East_Africa	42	40-49	Premenopausal	38.210158	2	II	Luminal_B	Positive	Positive	Negative	false	10.951889	9.183025	9.034906	10.626258	5.144412	1.757403	54.494442	High	48	High
BC_EXPR_49949	African_American	72	60+	Postmenopausal	29.613742	3	II	Basal_like	Negative	Negative	Negative	true	10.538835	2.933252	6.682973	8.079446	10.620118	12.788952	50.792137	High	null	Not_applicable
BC_EXPR_49950	East_Africa	41	40-49	Premenopausal	34.003735	3	II	Basal_like	Negative	Negative	Negative	true	10.347793	4.578713	6.431121	7.747906	9.514716	11.294328	61.321559	High	null	Not_applicable
BC_EXPR_49951	African_American	64	60+	Postmenopausal	22.330435	3	I	Luminal_A	Positive	Positive	Negative	false	8.717225	10.635313	10.516904	7.983793	3.672742	1.156257	14.120814	Intermediate	18	Intermediate
BC_EXPR_49952	East_Africa	46	40-49	Premenopausal	32.899973	2	III	Luminal_B	Positive	Negative	Negative	false	10.267247	11.493111	7.268162	8.350046	1.846948	2.748453	44.896518	High	4	Low
BC_EXPR_49953	East_Africa	25	<40	Premenopausal	33.06302	1	II	HER2_enriched	Positive	Negative	Positive	false	9.904851	6.285715	6.412157	14.650201	4.512154	3.401761	38.054123	High	null	Not_applicable
BC_EXPR_49954	West_Africa	74	60+	Postmenopausal	36.206088	3	II	Luminal_A	Positive	Positive	Negative	false	7.284226	8.926827	11.210281	9.302902	5.391848	1.590909	12.270479	Low	17	Low
BC_EXPR_49955	Southern_Africa	66	60+	Postmenopausal	21.534246	3	II	Basal_like	Negative	Negative	Negative	true	10.611838	5.324302	6.148066	6.783733	8.096836	12.772455	69.111898	High	null	Not_applicable
BC_EXPR_49956	West_Africa	74	60+	Postmenopausal	20.680003	3	I	Basal_like	Negative	Negative	Negative	true	8.588864	3.605109	2.414521	6.625917	12.653506	9.072655	59.157877	High	null	Not_applicable
BC_EXPR_49957	African_American	65	60+	Postmenopausal	31.653027	2	II	HER2_enriched	Negative	Negative	Positive	false	9.171029	7.003141	3.918276	14.485201	5.27164	1.668768	61.086976	High	null	Not_applicable
BC_EXPR_49958	Central_Africa	48	40-49	Premenopausal	24.406468	3	I	Luminal_A	Positive	Positive	Negative	false	5.380289	10.78238	6.909164	7.558434	3.848585	4.150811	1	Low	26	Intermediate
BC_EXPR_49959	East_Africa	52	50-59	Postmenopausal	34.631485	3	II	Luminal_B	Positive	Positive	Negative	false	8.483693	9.895791	6.161865	8.787666	2.332458	4.591367	33.894108	High	0	Low
BC_EXPR_49960	West_Africa	41	40-49	Premenopausal	40.597936	2	III	Basal_like	Positive	Negative	Negative	false	10.306355	2.578921	3.455043	8.328825	9.956438	9.277415	62.75826	High	31	High
BC_EXPR_49961	West_Africa	36	<40	Premenopausal	25.819353	3	II	Luminal_A	Positive	Positive	Negative	false	6.658245	10.150951	9.427706	9.137498	2.994234	3.0208	4.419267	Low	10	Low
BC_EXPR_49962	Southern_Africa	77	60+	Postmenopausal	25.44347	2	II	Basal_like	Negative	Negative	Negative	true	11.617845	2.846822	3.366989	8.58491	12.689845	11.61542	54.91734	High	null	Not_applicable
BC_EXPR_49963	African_American	51	50-59	Postmenopausal	23.378992	3	II	Luminal_A	Positive	Positive	Negative	false	6.814751	13.315193	8.157481	8.890861	2.418273	3.332272	1	Low	26	Intermediate
BC_EXPR_49964	Southern_Africa	53	50-59	Postmenopausal	27.240955	3	III	Luminal_A	Positive	Positive	Negative	false	7.93099	13.82691	12.201041	7.319668	1.355471	1.159529	7.003622	Low	4	Low
BC_EXPR_49965	East_Africa	51	50-59	Postmenopausal	32.128489	1	II	Basal_like	Negative	Negative	Negative	true	11.376323	2.502598	1.450947	7.490728	7.709037	10.55419	70.958666	High	null	Not_applicable
BC_EXPR_49966	African_American	52	50-59	Postmenopausal	26.526588	3	II	Basal_like	Negative	Negative	Negative	true	10.820658	1.755762	4.195486	8.13712	10.705257	10.507849	63.306703	High	null	Not_applicable
BC_EXPR_49967	West_Africa	58	50-59	Postmenopausal	39.046237	3	I	Luminal_B	Positive	Negative	Negative	false	9.099121	13.149566	9.028227	8.765476	6.954334	3.365885	34.986802	High	21	Intermediate
BC_EXPR_49968	East_Africa	44	40-49	Premenopausal	35.006768	3	II	Luminal_B	Positive	Positive	Negative	false	9.945699	9.735261	8.877004	9.901378	7.387203	3.398527	33.238149	High	12	Low
BC_EXPR_49969	Southern_Africa	85	60+	Postmenopausal	30.306961	1	II	Luminal_A	Positive	Positive	Negative	false	8.820902	13.200429	7.075485	8.65897	3.49221	3.744372	13.812554	Low	15	Low
BC_EXPR_49970	East_Africa	25	<40	Premenopausal	27.651016	2	III	Luminal_A	Positive	Positive	Negative	false	8.033464	10.305327	9.907927	9.263034	5.144367	2.84665	6.730469	Low	14	Low
BC_EXPR_49971	African_American	46	40-49	Premenopausal	16.313341	3	III	HER2_enriched	Negative	Negative	Positive	false	8.029704	8.99178	4.83059	13.405659	1.455066	3.336507	41.588746	High	null	Not_applicable
BC_EXPR_49972	Southern_Africa	64	60+	Postmenopausal	36.829981	3	II	Luminal_B	Positive	Negative	Negative	false	8.838306	9.0139	14.408119	9.952628	4.409111	0.659931	41.465162	High	40	High
BC_EXPR_49973	West_Africa	28	<40	Premenopausal	26.437142	3	I	Basal_like	Negative	Negative	Negative	true	10.950666	4.455542	2.836802	9.343322	14.217188	9.870922	88.267263	High	null	Not_applicable
BC_EXPR_49974	West_Africa	49	40-49	Premenopausal	33.910495	3	I	Basal_like	Negative	Negative	Negative	true	9.869111	2.179977	4.624045	9.051882	8.85792	9.000624	61.937591	High	null	Not_applicable
BC_EXPR_49975	Southern_Africa	48	40-49	Premenopausal	26.80441	1	III	Basal_like	Negative	Negative	Negative	true	9.376956	4.137671	3.915515	6.607807	9.408804	6.023225	31.603845	High	null	Not_applicable
BC_EXPR_49976	Southern_Africa	50	40-49	Postmenopausal	16.148666	3	II	Luminal_A	Positive	Positive	Negative	false	8.043652	12.513929	10.972489	8.813095	6.784689	4.681752	12.422911	Low	22	Intermediate
BC_EXPR_49977	African_American	69	60+	Postmenopausal	26.132157	3	I	Luminal_A	Positive	Positive	Negative	false	5.534225	11.034576	12.880886	8.548803	5.075931	4.430614	1.5119	Low	22	Intermediate
BC_EXPR_49978	Southern_Africa	53	50-59	Postmenopausal	32.040599	3	III	Luminal_A	Positive	Positive	Negative	false	9.816919	11.822748	12.214847	8.405061	2.629809	2.968961	16.670546	Intermediate	0	Low
BC_EXPR_49979	Central_Africa	38	<40	Premenopausal	19.289358	3	II	Luminal_A	Positive	Positive	Negative	false	7.883531	11.520899	10.709715	9.330361	2.65278	2.086899	4.403079	Low	26	Intermediate
BC_EXPR_49980	West_Africa	59	50-59	Postmenopausal	31.353798	2	III	Luminal_B	Positive	Negative	Negative	false	9.142111	9.523439	10.528515	8.298967	3.712789	4.74891	35.430482	High	20	Intermediate
BC_EXPR_49981	West_Africa	49	40-49	Premenopausal	29.379205	3	III	Basal_like	Negative	Negative	Negative	true	9.873108	4.923951	3.944954	7.348839	7.533008	6.984663	61.634237	High	null	Not_applicable
BC_EXPR_49982	Central_Africa	31	<40	Premenopausal	19.729212	3	II	HER2_enriched	Negative	Negative	Negative	true	7.869249	7.343213	8.615623	12.0797	4.077611	5.92393	44.100814	High	null	Not_applicable
BC_EXPR_49983	African_American	46	40-49	Premenopausal	25.272718	2	II	Luminal_A	Positive	Positive	Negative	false	11.20749	11.719083	9.186552	9.097118	1.067599	1.4523	21.956216	Intermediate	17	Low
BC_EXPR_49984	Southern_Africa	50	40-49	Postmenopausal	21.398516	3	I	Luminal_A	Positive	Positive	Negative	false	7.166597	13.720299	9.761665	9.622563	3.218597	3.259722	8.44762	Low	11	Low
BC_EXPR_49985	East_Africa	55	50-59	Postmenopausal	28.395587	1	III	Luminal_A	Positive	Positive	Negative	false	8.231825	7.709954	12.259987	7.594313	4.287682	3.642543	17.808154	Intermediate	10	Low
BC_EXPR_49986	Southern_Africa	50	40-49	Postmenopausal	19.851137	3	I	Basal_like	Negative	Negative	Negative	true	11.146796	1.582727	4.879388	10.274624	9.188896	4.532378	53.067689	High	null	Not_applicable
BC_EXPR_49987	Southern_Africa	63	60+	Postmenopausal	38.509615	2	II	Basal_like	Negative	Negative	Negative	true	8.908701	2.860031	4.33567	7.107773	11.645877	9.674662	56.220587	High	null	Not_applicable
BC_EXPR_49988	West_Africa	47	40-49	Premenopausal	27.271796	1	II	HER2_enriched	Negative	Negative	Positive	false	8.61528	5.491613	5.840915	13.483194	3.47208	4.166299	39.501287	High	null	Not_applicable
BC_EXPR_49989	African_American	46	40-49	Premenopausal	28.525454	1	II	Luminal_A	Positive	Positive	Negative	false	6.534264	10.891703	9.019566	6.778806	2.81141	2.998097	7.613292	Low	14	Low
BC_EXPR_49990	Southern_Africa	52	50-59	Postmenopausal	32.972565	3	II	Luminal_A	Positive	Positive	Negative	false	7.226553	12.555781	10.689058	8.269493	3.970086	5.166928	7.447992	Low	10	Low
BC_EXPR_49991	East_Africa	54	50-59	Postmenopausal	23.979103	3	I	Luminal_B	Positive	Positive	Negative	false	9.665598	13.313629	4.903708	8.120032	4.090262	4.767631	32.382265	High	67	High
BC_EXPR_49992	Southern_Africa	49	40-49	Premenopausal	28.819969	3	III	Luminal_A	Positive	Positive	Negative	false	5.577253	10.826753	11.953323	7.426777	2.804026	3.634988	1	Low	5	Low
BC_EXPR_49993	West_Africa	33	<40	Premenopausal	28.917347	2	III	Basal_like	Negative	Negative	Negative	true	12.424148	0.800037	3.109528	8.349005	14.003752	13.114253	60.512569	High	null	Not_applicable
BC_EXPR_49994	East_Africa	48	40-49	Premenopausal	23.164142	3	I	Basal_like	Negative	Negative	Negative	true	11.898404	3.123242	2.299219	7.968525	13.441492	8.14183	77.199699	High	null	Not_applicable
BC_EXPR_49995	Central_Africa	37	<40	Premenopausal	24.166452	2	I	Luminal_A	Positive	Positive	Negative	false	8.526637	11.805851	9.985904	8.158936	3.016861	3.839519	17.585231	Intermediate	14	Low
BC_EXPR_49996	West_Africa	64	60+	Postmenopausal	32.443233	3	II	Basal_like	Negative	Negative	Negative	true	10.912876	5.334954	1.678221	7.638516	11.764079	9.495945	92.463558	High	null	Not_applicable
BC_EXPR_49997	African_American	68	60+	Postmenopausal	26.063819	3	III	Luminal_A	Positive	Positive	Negative	false	8.011726	13.150041	7.153815	9.125401	8.218478	-0.040654	16.958525	Intermediate	36	High
BC_EXPR_49998	Southern_Africa	49	40-49	Premenopausal	25.917831	3	III	Basal_like	Negative	Negative	Negative	true	9.620871	3.605219	1.915593	7.269372	11.760902	9.36923	63.343322	High	null	Not_applicable
BC_EXPR_49999	African_American	60	50-59	Postmenopausal	38.118043	1	II	Luminal_B	Positive	Negative	Negative	false	7.967385	10.019702	7.27653	8.781136	7.059451	2.399018	35.040426	High	18	Intermediate

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