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_00000	East_Africa	45	40-49	Premenopausal	27.470105	2	I	Luminal_B	Positive	Negative	Negative	false	8.038647	13.496433	8.126695	7.824229	3.659226	4.750888	41.755224	High	31	High
BC_EXPR_00001	African_American	69	60+	Postmenopausal	37.02163	3	II	Luminal_A	Positive	Positive	Negative	false	6.395625	12.274254	9.450265	8.331696	2.546398	1.925218	6.206005	Low	19	Intermediate
BC_EXPR_00002	African_American	62	60+	Postmenopausal	18.339915	3	III	Basal_like	Negative	Negative	Negative	true	8.88416	4.962818	4.589455	7.61288	9.442868	8.321576	71.52867	High	null	Not_applicable
BC_EXPR_00003	Southern_Africa	42	40-49	Premenopausal	29.169572	3	II	Luminal_A	Positive	Positive	Negative	false	7.857127	11.483532	12.428676	9.735361	3.388792	5.718212	9.871087	Low	16	Low
BC_EXPR_00004	West_Africa	68	60+	Postmenopausal	22.284547	3	II	Luminal_B	Positive	Positive	Negative	false	8.368848	11.67559	11.073603	8.180882	2.841286	4.296187	42.899863	High	40	High
BC_EXPR_00005	West_Africa	28	<40	Premenopausal	30.537486	3	II	Basal_like	Negative	Negative	Negative	true	9.975968	4.697587	1.923763	6.576615	10.130453	7.783528	69.716334	High	null	Not_applicable
BC_EXPR_00006	West_Africa	50	40-49	Postmenopausal	16.700862	2	II	Basal_like	Positive	Negative	Negative	false	9.722417	2.585533	5.842536	11.084115	9.663683	8.187194	41.570962	High	41	High
BC_EXPR_00007	African_American	45	40-49	Premenopausal	29.973569	3	II	HER2_enriched	Negative	Negative	Positive	false	11.072849	7.827139	2.64128	13.955018	3.733661	2.88445	46.045689	High	null	Not_applicable
BC_EXPR_00008	Central_Africa	30	<40	Premenopausal	39.633413	2	III	Basal_like	Negative	Negative	Negative	true	10.21317	3.731066	-1.178684	7.111551	8.574477	8.908142	77.508567	High	null	Not_applicable
BC_EXPR_00009	African_American	41	40-49	Premenopausal	24.725062	2	I	Luminal_A	Positive	Positive	Negative	false	7.696975	11.820842	9.438013	9.612323	1.620756	2.771434	12.140287	Low	8	Low
BC_EXPR_00010	West_Africa	46	40-49	Premenopausal	18.954324	2	III	Luminal_A	Positive	Positive	Negative	false	7.691656	12.407932	9.632356	8.587826	4.463743	1.887622	5.415106	Low	16	Low
BC_EXPR_00011	African_American	59	50-59	Postmenopausal	31.95923	3	III	Basal_like	Negative	Negative	Negative	true	9.812791	2.699866	6.141524	8.75392	8.817874	11.138107	66.529286	High	null	Not_applicable
BC_EXPR_00012	African_American	67	60+	Postmenopausal	26.102912	3	III	Basal_like	Negative	Negative	Negative	true	9.880341	7.888404	4.419137	5.881717	15.637628	11.777842	71.003574	High	null	Not_applicable
BC_EXPR_00013	West_Africa	64	60+	Postmenopausal	33.661149	2	II	Basal_like	Negative	Negative	Negative	true	10.048232	5.805364	4.525237	7.468743	11.800332	9.452897	55.455476	High	null	Not_applicable
BC_EXPR_00014	West_Africa	50	40-49	Postmenopausal	34.595254	2	II	Basal_like	Negative	Negative	Negative	true	10.786331	3.02101	3.341459	8.279296	10.599133	8.843119	75.616231	High	null	Not_applicable
BC_EXPR_00015	West_Africa	41	40-49	Premenopausal	34.19048	1	III	HER2_enriched	Negative	Negative	Positive	false	9.906151	2.619276	3.172017	13.978526	6.084839	2.248133	43.135838	High	null	Not_applicable
BC_EXPR_00016	East_Africa	58	50-59	Postmenopausal	27.845883	3	II	Basal_like	Negative	Negative	Negative	true	12.222338	4.555737	2.379116	7.987876	7.942005	8.070082	74.02506	High	null	Not_applicable
BC_EXPR_00017	Southern_Africa	44	40-49	Premenopausal	38.943432	3	III	Basal_like	Negative	Negative	Negative	true	7.322844	3.799922	2.220067	8.449603	13.322644	13.399928	36.959884	High	null	Not_applicable
BC_EXPR_00018	East_Africa	26	<40	Premenopausal	32.766989	3	III	Basal_like	Negative	Negative	Negative	true	10.720107	5.177911	3.266485	7.131704	8.353568	8.985803	70.157996	High	null	Not_applicable
BC_EXPR_00019	East_Africa	57	50-59	Postmenopausal	23.659138	1	III	Basal_like	Negative	Negative	Negative	true	10.728435	2.697349	3.6339	8.237452	11.661564	8.80795	38.42548	High	null	Not_applicable
BC_EXPR_00020	Central_Africa	63	60+	Postmenopausal	24.098652	3	I	HER2_enriched	Negative	Negative	Positive	false	8.086802	3.364108	4.533089	11.168272	4.280642	6.695326	49.827921	High	null	Not_applicable
BC_EXPR_00021	West_Africa	37	<40	Premenopausal	35.826097	2	III	HER2_enriched	Positive	Positive	Positive	false	8.008004	8.49515	5.706107	14.161854	5.935968	3.248343	35.234051	High	null	Not_applicable
BC_EXPR_00022	East_Africa	69	60+	Postmenopausal	32.013366	2	II	Luminal_B	Positive	Positive	Positive	false	11.73629	11.703845	4.800095	8.497901	5.44087	2.835846	52.229896	High	null	Not_applicable
BC_EXPR_00023	East_Africa	52	50-59	Postmenopausal	23.672619	2	I	Luminal_A	Positive	Positive	Negative	false	6.762855	11.521569	12.24673	8.697274	3.281305	3.913025	15.667683	Intermediate	10	Low
BC_EXPR_00024	Southern_Africa	57	50-59	Postmenopausal	25.85486	3	I	Luminal_B	Positive	Positive	Negative	false	9.875981	13.00379	10.921088	6.34163	5.678638	4.296403	42.081773	High	31	High
BC_EXPR_00025	African_American	48	40-49	Premenopausal	27.616907	2	I	Basal_like	Negative	Negative	Negative	true	10.851321	4.843671	3.637761	4.779342	11.360866	7.960141	60.232815	High	null	Not_applicable
BC_EXPR_00026	West_Africa	59	50-59	Postmenopausal	32.921831	2	III	Basal_like	Negative	Negative	Negative	true	8.315069	3.202828	2.652983	8.361736	10.833392	8.511115	62.600676	High	null	Not_applicable
BC_EXPR_00027	Southern_Africa	33	<40	Premenopausal	26.661971	3	I	HER2_enriched	Positive	Negative	Positive	false	8.007934	6.456504	5.355086	14.601927	5.273126	3.264104	50.509708	High	null	Not_applicable
BC_EXPR_00028	Southern_Africa	47	40-49	Premenopausal	35.888478	3	II	Luminal_B	Positive	Positive	Positive	false	9.897475	9.903836	9.535153	8.839638	5.261216	5.190934	31.989741	High	null	Not_applicable
BC_EXPR_00029	West_Africa	38	<40	Premenopausal	30.171608	3	III	Basal_like	Negative	Negative	Negative	true	10.035581	2.06922	2.26854	8.457888	10.416428	10.841255	46.932879	High	null	Not_applicable
BC_EXPR_00030	Central_Africa	32	<40	Premenopausal	36.178709	3	II	Luminal_B	Positive	Positive	Positive	false	8.799916	13.987814	9.517303	10.486042	1.181185	3.054411	32.674915	High	null	Not_applicable
BC_EXPR_00031	West_Africa	57	50-59	Postmenopausal	21.120848	1	II	Basal_like	Negative	Negative	Negative	true	10.345524	7.360896	4.471289	8.540563	11.172849	8.292628	56.390436	High	null	Not_applicable
BC_EXPR_00032	West_Africa	51	50-59	Postmenopausal	37.001473	2	II	Luminal_A	Positive	Negative	Negative	false	8.297803	11.886485	10.051889	8.650345	3.04309	2.058309	13.6195	Low	26	Intermediate
BC_EXPR_00033	African_American	64	60+	Postmenopausal	35.018689	2	II	Normal_like	Negative	Negative	Negative	true	8.409321	12.79956	8.268923	7.368183	0.548326	4.842992	19.800126	Intermediate	null	Not_applicable
BC_EXPR_00034	African_American	51	50-59	Postmenopausal	28.450039	3	II	Basal_like	Negative	Negative	Negative	true	8.815218	4.439664	4.418272	8.624064	8.554476	9.63163	83.631896	High	null	Not_applicable
BC_EXPR_00035	African_American	66	60+	Postmenopausal	24.849428	3	I	Basal_like	Negative	Negative	Negative	true	13.33834	6.209935	2.474796	5.62171	12.18493	6.510856	83.156545	High	null	Not_applicable
BC_EXPR_00036	East_Africa	46	40-49	Premenopausal	35.814037	3	II	Luminal_A	Positive	Positive	Negative	false	7.061218	13.198306	14.302456	7.070939	3.037077	5.964985	3.254498	Low	30	Intermediate
BC_EXPR_00037	West_Africa	41	40-49	Premenopausal	25.24915	3	I	Luminal_B	Positive	Positive	Negative	false	9.143417	8.590056	11.26208	9.070089	5.049303	-0.560719	24.108899	Intermediate	22	Intermediate
BC_EXPR_00038	Central_Africa	40	<40	Premenopausal	27.968023	1	II	Basal_like	Negative	Negative	Negative	true	9.406493	3.017862	2.150948	7.785096	10.098074	8.582265	48.246333	High	null	Not_applicable
BC_EXPR_00039	East_Africa	25	<40	Premenopausal	31.031627	3	III	Basal_like	Negative	Negative	Negative	true	7.828507	4.065596	4.213708	8.912008	8.98543	7.801809	28.138521	Intermediate	null	Not_applicable
BC_EXPR_00040	West_Africa	60	50-59	Postmenopausal	21.186502	1	II	HER2_enriched	Negative	Negative	Positive	false	9.732829	3.377839	2.332829	12.963265	6.373718	3.833079	49.554347	High	null	Not_applicable
BC_EXPR_00041	Southern_Africa	64	60+	Postmenopausal	26.90369	3	II	Basal_like	Negative	Negative	Negative	true	11.771109	4.24885	-0.380149	8.079899	11.395825	5.573779	65.924058	High	null	Not_applicable
BC_EXPR_00042	West_Africa	82	60+	Postmenopausal	22.470243	3	II	Luminal_B	Positive	Positive	Positive	false	8.139945	8.954619	11.330332	11.334418	4.310254	5.176597	39.798823	High	null	Not_applicable
BC_EXPR_00043	African_American	50	40-49	Postmenopausal	18.66257	3	II	Basal_like	Negative	Negative	Negative	true	9.741452	4.996723	3.909694	7.391354	10.727884	5.136703	65.729793	High	null	Not_applicable
BC_EXPR_00044	East_Africa	37	<40	Premenopausal	40.504173	2	I	Basal_like	Negative	Negative	Negative	true	8.49033	4.324255	3.223987	7.643797	13.576207	14.219631	46.709927	High	null	Not_applicable
BC_EXPR_00045	Central_Africa	27	<40	Premenopausal	24.069747	3	II	Basal_like	Negative	Negative	Negative	true	11.543626	4.941314	5.276625	9.838332	12.543232	7.464359	78.898505	High	null	Not_applicable
BC_EXPR_00046	East_Africa	57	50-59	Postmenopausal	31.743424	1	III	Basal_like	Negative	Negative	Negative	true	10.052281	3.632682	4.687206	8.889237	6.998643	8.967912	76.332826	High	null	Not_applicable
BC_EXPR_00047	Southern_Africa	60	50-59	Postmenopausal	40.566477	2	I	Luminal_B	Positive	Positive	Negative	false	8.692308	9.193378	8.21941	7.794458	3.168532	5.226831	50.610319	High	47	High
BC_EXPR_00048	Southern_Africa	70	60+	Postmenopausal	24.200035	1	II	Luminal_A	Positive	Positive	Negative	false	7.765853	12.295344	8.287198	7.952205	3.436567	4.267958	11.065372	Low	11	Low
BC_EXPR_00049	West_Africa	36	<40	Premenopausal	20.438324	3	III	Luminal_A	Positive	Negative	Negative	false	8.104257	11.776036	13.982905	7.805768	2.212663	3.720403	6.720273	Low	0	Low
BC_EXPR_00050	African_American	63	60+	Postmenopausal	38.572295	2	III	Luminal_A	Positive	Positive	Negative	false	6.218708	11.314919	7.482996	9.59108	2.394973	1.756416	7.752103	Low	22	Intermediate
BC_EXPR_00051	African_American	48	40-49	Premenopausal	22.410656	2	I	Basal_like	Negative	Negative	Negative	true	11.25771	2.511387	2.048592	6.795121	9.354078	9.214562	64.028595	High	null	Not_applicable
BC_EXPR_00052	African_American	71	60+	Postmenopausal	25.534874	3	III	Basal_like	Negative	Negative	Negative	true	9.921219	5.810853	4.745973	7.898412	10.446445	9.244579	66.742803	High	null	Not_applicable
BC_EXPR_00053	African_American	61	60+	Postmenopausal	24.579092	3	III	Basal_like	Negative	Negative	Negative	true	11.578096	5.246775	3.557508	8.966526	10.590739	8.328878	71.433843	High	null	Not_applicable
BC_EXPR_00054	Southern_Africa	33	<40	Premenopausal	28.928664	3	III	Luminal_B	Positive	Positive	Positive	false	10.013143	12.312178	4.830794	10.66268	3.829252	5.354717	32.996042	High	null	Not_applicable
BC_EXPR_00055	African_American	53	50-59	Postmenopausal	17.073294	3	II	HER2_enriched	Positive	Positive	Positive	false	8.003027	5.048879	3.520709	11.293587	6.157367	4.110196	47.854382	High	null	Not_applicable
BC_EXPR_00056	West_Africa	25	<40	Premenopausal	31.732907	3	II	Basal_like	Negative	Negative	Negative	true	11.714498	3.063125	6.105845	6.614835	10.779367	10.944961	40.034887	High	null	Not_applicable
BC_EXPR_00057	West_Africa	33	<40	Premenopausal	30.791443	1	I	Basal_like	Negative	Negative	Negative	true	9.48277	2.962284	3.096516	9.830821	14.508187	9.980368	59.150753	High	null	Not_applicable
BC_EXPR_00058	West_Africa	33	<40	Premenopausal	33.191545	3	II	Luminal_B	Positive	Positive	Positive	false	9.010618	11.131871	12.14644	9.582974	0.60639	3.871571	56.566509	High	null	Not_applicable
BC_EXPR_00059	East_Africa	38	<40	Premenopausal	33.069745	3	II	Basal_like	Negative	Negative	Negative	true	9.675915	3.070483	2.32546	7.828304	7.975951	6.841461	64.32642	High	null	Not_applicable
BC_EXPR_00060	East_Africa	42	40-49	Premenopausal	30.723391	3	II	Basal_like	Negative	Negative	Negative	true	9.142677	6.266233	5.390886	8.88007	7.544714	7.381452	68.159204	High	null	Not_applicable
BC_EXPR_00061	East_Africa	47	40-49	Premenopausal	26.165924	1	III	Basal_like	Negative	Negative	Negative	true	11.536533	5.916309	1.340356	8.518929	10.388508	9.02759	80.320533	High	null	Not_applicable
BC_EXPR_00062	African_American	56	50-59	Postmenopausal	28.351688	3	III	Luminal_A	Positive	Positive	Negative	false	6.058418	11.393378	8.603745	8.910125	3.92755	3.813064	6.450667	Low	31	High
BC_EXPR_00063	East_Africa	45	40-49	Premenopausal	24.089612	3	II	Basal_like	Negative	Negative	Negative	true	9.557456	2.694289	2.444772	9.300531	6.478167	8.044485	30.094489	High	null	Not_applicable
BC_EXPR_00064	East_Africa	49	40-49	Premenopausal	29.161991	2	II	Basal_like	Negative	Negative	Negative	true	12.893302	6.537796	4.315843	8.871929	10.735985	11.171988	56.442535	High	null	Not_applicable
BC_EXPR_00065	Southern_Africa	37	<40	Premenopausal	23.259124	1	II	Luminal_A	Positive	Positive	Negative	false	7.585159	10.547467	12.556449	9.019525	4.226261	4.460306	10.783382	Low	26	Intermediate
BC_EXPR_00066	West_Africa	47	40-49	Premenopausal	28.821965	3	II	Luminal_A	Positive	Positive	Negative	false	4.65417	10.68082	14.677416	8.638829	0.434333	3.927039	1	Low	20	Intermediate
BC_EXPR_00067	African_American	72	60+	Postmenopausal	25.359061	3	I	Luminal_A	Positive	Positive	Negative	false	7.138884	10.379869	11.243224	9.798829	5.274553	1.746812	9.375131	Low	19	Intermediate
BC_EXPR_00068	West_Africa	45	40-49	Premenopausal	23.094686	3	II	Basal_like	Negative	Negative	Negative	true	8.996391	6.010179	4.29785	8.99953	12.462983	10.206752	91.039612	High	null	Not_applicable
BC_EXPR_00069	African_American	60	50-59	Postmenopausal	34.301463	3	II	Luminal_B	Positive	Positive	Positive	false	8.388976	10.380612	12.720953	9.689236	2.982822	3.593169	26.020416	Intermediate	null	Not_applicable
BC_EXPR_00070	African_American	59	50-59	Postmenopausal	32.758909	2	III	Luminal_A	Positive	Positive	Negative	false	7.53029	10.848944	10.113325	7.681341	3.441333	5.412419	14.58803	Intermediate	22	Intermediate
BC_EXPR_00071	West_Africa	57	50-59	Postmenopausal	28.341447	3	I	HER2_enriched	Positive	Negative	Negative	false	10.543396	6.26272	2.213519	12.436377	3.109776	4.686464	56.700035	High	28	Intermediate
BC_EXPR_00072	West_Africa	50	40-49	Postmenopausal	17.542889	3	I	Luminal_A	Positive	Positive	Negative	false	6.181389	12.309984	12.006443	8.02402	2.785187	7.281584	2.870455	Low	8	Low
BC_EXPR_00073	African_American	65	60+	Postmenopausal	22.726118	2	I	Luminal_A	Positive	Positive	Negative	false	8.048615	11.459441	12.248512	8.887372	3.987326	3.335731	8.191461	Low	24	Intermediate
BC_EXPR_00074	African_American	61	60+	Postmenopausal	27.538398	3	I	Basal_like	Negative	Negative	Negative	true	8.268254	2.803816	5.806806	8.161039	8.706976	6.927401	63.342525	High	null	Not_applicable
BC_EXPR_00075	African_American	62	60+	Postmenopausal	30.83787	3	I	HER2_enriched	Positive	Negative	Positive	false	7.407897	7.439527	6.118802	14.427229	3.442038	2.861322	41.963448	High	null	Not_applicable
BC_EXPR_00076	African_American	60	50-59	Postmenopausal	30.937432	3	III	HER2_enriched	Positive	Positive	Positive	false	10.207386	9.277288	5.524988	14.120024	5.047903	4.494426	35.863585	High	null	Not_applicable
BC_EXPR_00077	West_Africa	34	<40	Premenopausal	29.390854	3	II	Basal_like	Positive	Negative	Negative	false	11.070702	3.055596	2.129105	6.448469	13.297726	7.909029	61.914117	High	20	Intermediate
BC_EXPR_00078	East_Africa	31	<40	Premenopausal	28.183211	3	II	HER2_enriched	Positive	Negative	Positive	false	9.086797	4.308436	5.607512	12.216211	3.428288	3.344883	53.941967	High	null	Not_applicable
BC_EXPR_00079	West_Africa	42	40-49	Premenopausal	26.707655	3	II	Basal_like	Negative	Negative	Negative	true	9.718553	1.11743	3.812666	8.091314	10.095578	9.626159	47.637322	High	null	Not_applicable
BC_EXPR_00080	African_American	73	60+	Postmenopausal	24.230004	2	I	Luminal_A	Positive	Positive	Negative	false	8.470867	11.149664	7.89408	9.881205	5.550296	4.56539	11.37164	Low	24	Intermediate
BC_EXPR_00081	Central_Africa	45	40-49	Premenopausal	37.933494	3	I	Basal_like	Negative	Negative	Negative	true	9.344811	2.914897	3.211537	8.658972	11.697788	8.334948	66.664855	High	null	Not_applicable
BC_EXPR_00082	East_Africa	49	40-49	Premenopausal	34.195008	3	II	Basal_like	Negative	Negative	Negative	true	12.421891	5.650503	5.66195	7.18645	13.952396	12.275508	60.445039	High	null	Not_applicable
BC_EXPR_00083	West_Africa	25	<40	Premenopausal	31.496341	1	III	Luminal_A	Positive	Negative	Negative	false	6.186682	10.929965	10.45199	9.799467	2.166842	4.013752	3.655514	Low	17	Low
BC_EXPR_00084	East_Africa	48	40-49	Premenopausal	21.194355	3	II	Luminal_A	Positive	Positive	Negative	false	5.787709	10.074891	9.736729	8.754691	1.629038	5.345428	9.688614	Low	16	Low
BC_EXPR_00085	East_Africa	47	40-49	Premenopausal	20.904233	2	II	Basal_like	Negative	Negative	Negative	true	11.195351	7.085117	6.047543	5.985128	5.411177	8.683173	78.907777	High	null	Not_applicable
BC_EXPR_00086	African_American	25	<40	Premenopausal	27.806887	3	I	Luminal_B	Positive	Positive	Negative	false	9.563031	10.997266	11.713182	10.573599	7.912785	0.701568	36.401939	High	22	Intermediate
BC_EXPR_00087	Central_Africa	51	50-59	Postmenopausal	24.919024	2	II	HER2_enriched	Negative	Negative	Positive	false	9.013097	4.75585	6.246173	12.526439	1.866615	1.114773	69.925093	High	null	Not_applicable
BC_EXPR_00088	African_American	35	<40	Premenopausal	21.163466	3	I	Luminal_A	Positive	Positive	Negative	false	8.060095	10.97675	11.758182	8.737835	2.566816	3.89346	14.964328	Intermediate	11	Low
BC_EXPR_00089	Southern_Africa	43	40-49	Premenopausal	28.625823	1	II	Luminal_A	Positive	Negative	Negative	false	8.633786	10.590477	9.031682	9.388469	5.5448	4.928903	13.183489	Low	9	Low
BC_EXPR_00090	West_Africa	58	50-59	Postmenopausal	16.698015	3	II	Basal_like	Negative	Negative	Negative	true	11.15338	5.091605	3.766636	8.714562	10.200495	11.60996	39.039145	High	null	Not_applicable
BC_EXPR_00091	African_American	56	50-59	Postmenopausal	27.452308	3	II	Basal_like	Negative	Negative	Negative	true	9.709312	3.34771	4.546288	9.651132	12.252947	12.027887	77.021043	High	null	Not_applicable
BC_EXPR_00092	African_American	49	40-49	Premenopausal	31.056924	3	II	Luminal_A	Positive	Positive	Negative	false	9.993878	13.363264	11.530742	8.689898	4.552283	5.95411	15.474211	Intermediate	22	Intermediate
BC_EXPR_00093	Southern_Africa	45	40-49	Premenopausal	30.862293	1	II	Luminal_A	Positive	Positive	Negative	false	9.812618	9.848527	7.745198	8.654953	5.874181	5.471846	13.767391	Low	18	Intermediate
BC_EXPR_00094	African_American	49	40-49	Premenopausal	17.167871	1	I	Basal_like	Negative	Negative	Negative	true	8.000117	2.181603	3.930266	8.19695	11.070446	8.782584	47.917811	High	null	Not_applicable
BC_EXPR_00095	Southern_Africa	53	50-59	Postmenopausal	16.884645	2	II	Basal_like	Negative	Negative	Negative	true	9.369121	4.535569	1.107426	9.37537	9.810762	10.268151	49.536494	High	null	Not_applicable
BC_EXPR_00096	Southern_Africa	37	<40	Premenopausal	26.724378	3	II	Basal_like	Negative	Negative	Negative	true	9.442348	3.967402	3.152081	7.117341	11.184658	10.475165	55.329539	High	null	Not_applicable
BC_EXPR_00097	East_Africa	59	50-59	Postmenopausal	24.212982	2	III	Basal_like	Negative	Negative	Negative	true	10.963305	1.49169	4.621855	8.524308	10.776104	10.212614	66.844784	High	null	Not_applicable
BC_EXPR_00098	West_Africa	33	<40	Premenopausal	20.697138	1	II	Basal_like	Negative	Negative	Negative	true	10.287504	4.258882	4.838047	5.547818	11.723072	9.403184	62.264504	High	null	Not_applicable
BC_EXPR_00099	West_Africa	26	<40	Premenopausal	16	3	I	Luminal_A	Positive	Positive	Negative	false	8.230068	12.399683	10.693309	8.922013	3.964376	2.007591	12.862273	Low	13	Low

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