Split (1)

train · 10k rows

sample_id stringlengths 16 16	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	er_status stringclasses 2 values	pr_status stringclasses 2 values	er_percent_positive float64 0 100	pr_percent_positive float64 0 100	her2_ihc_score stringclasses 4 values	her2_positive bool 2 classes	ki67_category stringclasses 3 values	ki67_percent float64 0 100	p53_pattern stringclasses 2 values	p53_aberrant bool 2 classes	egfr_status stringclasses 2 values	egfr_positive bool 2 classes	hr_status stringclasses 2 values	tnbc_like bool 2 classes
IHC_SAMPLE_00001	SSA_West	West	true	false	Female	53	Positive	Negative	70.6	0.8	2+	false	Low	5.2	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00002	SSA_West	West	true	false	Female	39	Negative	Positive	3	98	0	false	Low	18.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00003	SSA_West	West	true	false	Female	58	Negative	Positive	3.5	61.4	0	false	High	56.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00004	SSA_West	West	true	false	Female	60	Positive	Negative	63	1	2+	false	Low	5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00005	SSA_West	West	true	false	Female	29	Negative	Negative	0	0	0	false	Intermediate	17.8	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00006	SSA_West	West	true	false	Female	36	Negative	Positive	6.7	86.7	1+	false	High	50.8	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00007	SSA_West	West	true	false	Female	51	Negative	Negative	0.9	3.7	3+	true	Low	6.9	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_00008	SSA_West	West	true	false	Female	47	Positive	Positive	59.9	86.4	0	false	High	20	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00009	SSA_West	West	true	false	Female	50	Positive	Positive	80.7	89.7	3+	true	High	46.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00010	SSA_West	West	true	false	Female	41	Positive	Negative	76.9	2.8	3+	true	Low	13.2	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00011	SSA_West	West	true	false	Female	60	Negative	Negative	0	1	0	false	High	49.3	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00012	SSA_West	West	true	false	Female	59	Negative	Positive	0.7	76.6	0	false	High	54.6	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00013	SSA_West	West	true	false	Female	51	Negative	Positive	0	100	0	false	Low	8.6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00014	SSA_West	West	true	false	Female	62	Positive	Positive	87.5	82.7	0	false	High	44.6	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00015	SSA_West	West	true	false	Female	55	Negative	Positive	0	86.1	2+	false	Low	6.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00016	SSA_West	West	true	false	Female	41	Negative	Positive	0.7	70.9	1+	false	High	64.9	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00017	SSA_West	West	true	false	Female	54	Positive	Positive	65.1	85	1+	false	Intermediate	20.9	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00018	SSA_West	West	true	false	Female	39	Positive	Positive	96.1	83.2	3+	true	Low	11.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00019	SSA_West	West	true	false	Female	60	Negative	Negative	0	3.5	1+	false	High	39.2	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00020	SSA_West	West	true	false	Female	49	Negative	Positive	0	91.6	3+	true	High	61.4	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00021	SSA_West	West	true	false	Female	48	Positive	Negative	76.3	0	2+	false	High	87.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00022	SSA_West	West	true	false	Female	43	Negative	Positive	1	81.8	1+	false	High	53.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00023	SSA_West	West	true	false	Female	63	Positive	Negative	74.6	2.6	0	false	Intermediate	23.4	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00024	SSA_West	West	true	false	Female	48	Negative	Negative	1.8	0	1+	false	Low	11.8	Overexpression	true	Positive	true	HR_negative	true
IHC_SAMPLE_00025	SSA_West	West	true	false	Female	45	Positive	Positive	57.7	60.8	2+	false	Intermediate	28.4	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00026	SSA_West	West	true	false	Female	46	Negative	Negative	3	8.5	3+	true	Intermediate	22.3	Overexpression	true	Positive	true	HR_negative	false
IHC_SAMPLE_00027	SSA_West	West	true	false	Female	56	Positive	Negative	88.7	2.7	1+	false	Intermediate	37.3	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00028	SSA_West	West	true	false	Female	54	Positive	Negative	65.5	0	1+	false	Low	15.9	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00029	SSA_West	West	true	false	Female	55	Negative	Positive	0	95.6	0	false	Intermediate	15.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00030	SSA_West	West	true	false	Female	55	Positive	Positive	78.2	86.9	1+	false	High	31.6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00031	SSA_West	West	true	false	Female	74	Positive	Positive	82.1	72.9	0	false	High	67	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00032	SSA_West	West	true	false	Female	46	Negative	Negative	5.4	0	2+	false	High	49	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_00033	SSA_West	West	true	false	Female	44	Positive	Negative	67.4	4.9	1+	false	Intermediate	24.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00034	SSA_West	West	true	false	Female	41	Negative	Negative	4	1.1	2+	false	Low	17.4	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_00035	SSA_West	West	true	false	Female	57	Positive	Negative	56.9	0.5	1+	false	High	53.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00036	SSA_West	West	true	false	Female	62	Positive	Negative	86.4	0	3+	true	Intermediate	39.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00037	SSA_West	West	true	false	Female	49	Positive	Positive	69.2	72.6	1+	false	Low	0.6	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00038	SSA_West	West	true	false	Female	41	Negative	Positive	0	90.6	1+	false	Low	6.8	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00039	SSA_West	West	true	false	Female	41	Positive	Negative	76.2	0	0	false	Low	13.5	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00040	SSA_West	West	true	false	Female	57	Positive	Positive	87.4	68.1	1+	false	High	41.5	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00041	SSA_West	West	true	false	Female	58	Negative	Negative	2	0	1+	false	Intermediate	21	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00042	SSA_West	West	true	false	Female	56	Positive	Negative	83.4	0	0	false	Intermediate	28.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00043	SSA_West	West	true	false	Female	43	Negative	Positive	6.3	61.7	1+	false	Low	16.2	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00044	SSA_West	West	true	false	Female	53	Positive	Negative	94	2.6	3+	true	Intermediate	16.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00045	SSA_West	West	true	false	Female	51	Negative	Positive	0	60.5	2+	false	Intermediate	27.6	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00046	SSA_West	West	true	false	Female	52	Positive	Negative	73.3	3.6	1+	false	High	48.2	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00047	SSA_West	West	true	false	Female	60	Positive	Negative	94.9	3	0	false	Intermediate	31	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00048	SSA_West	West	true	false	Female	52	Positive	Positive	100	63.5	1+	false	High	46.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00049	SSA_West	West	true	false	Female	57	Positive	Positive	74.7	83.2	1+	false	Intermediate	15.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00050	SSA_West	West	true	false	Female	51	Positive	Negative	68.1	4.1	0	false	High	48.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00051	SSA_West	West	true	false	Female	53	Negative	Positive	4	98.9	1+	false	Intermediate	32	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00052	SSA_West	West	true	false	Female	57	Positive	Positive	75.6	86.6	3+	true	High	27	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00053	SSA_West	West	true	false	Female	34	Positive	Negative	72	2.1	2+	false	Low	4.9	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00054	SSA_West	West	true	false	Female	46	Negative	Negative	1.6	0	0	false	Intermediate	29.9	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00055	SSA_West	West	true	false	Female	45	Positive	Positive	61.4	83.4	3+	true	High	52.2	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00056	SSA_West	West	true	false	Female	43	Negative	Negative	0	5	3+	true	Low	10.8	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_00057	SSA_West	West	true	false	Female	47	Negative	Positive	1.3	89	3+	true	Low	20	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00058	SSA_West	West	true	false	Female	66	Positive	Negative	74.5	2.4	0	false	High	49.9	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00059	SSA_West	West	true	false	Female	40	Positive	Negative	95.5	6.8	3+	true	Low	10.2	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00060	SSA_West	West	true	false	Female	61	Positive	Positive	84.7	75.9	0	false	High	36.4	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00061	SSA_West	West	true	false	Female	31	Positive	Negative	62.3	1.5	0	false	High	47.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00062	SSA_West	West	true	false	Female	46	Positive	Negative	78.8	6.2	2+	false	Low	10.5	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00063	SSA_West	West	true	false	Male	52	Positive	Positive	69.6	100	3+	true	High	28.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00064	SSA_West	West	true	false	Female	56	Positive	Negative	70.6	0	1+	false	High	33	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00065	SSA_West	West	true	false	Female	58	Positive	Negative	81.9	3.8	2+	false	Intermediate	26.2	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00066	SSA_West	West	true	false	Female	59	Negative	Negative	3.4	6.5	0	false	Intermediate	21.2	Overexpression	true	Positive	true	HR_negative	true
IHC_SAMPLE_00067	SSA_West	West	true	false	Female	46	Positive	Positive	81.5	84.9	0	false	Intermediate	21.3	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00068	SSA_West	West	true	false	Female	45	Positive	Negative	100	0	1+	false	High	57.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00069	SSA_West	West	true	false	Female	59	Positive	Negative	86.9	2	0	false	Intermediate	29.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00070	SSA_West	West	true	false	Female	48	Negative	Negative	0.2	0.5	0	false	High	29.8	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00071	SSA_West	West	true	false	Female	36	Negative	Negative	0	2.3	3+	true	High	64.2	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_00072	SSA_West	West	true	false	Female	38	Positive	Negative	99.5	0	1+	false	High	66.1	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00073	SSA_West	West	true	false	Female	40	Positive	Positive	100	93.2	2+	false	High	54.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00074	SSA_West	West	true	false	Female	55	Negative	Negative	0	1.9	3+	true	High	24.5	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_00075	SSA_West	West	true	false	Female	52	Positive	Positive	51.9	77.4	1+	false	High	46.4	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00076	SSA_West	West	true	false	Female	58	Positive	Positive	79.1	80.6	2+	false	High	36.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00077	SSA_West	West	true	false	Female	45	Negative	Positive	2.4	84.4	3+	true	Intermediate	22.4	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00078	SSA_West	West	true	false	Female	52	Positive	Positive	82.5	98.6	3+	true	High	49.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00079	SSA_West	West	true	false	Female	57	Positive	Negative	73.1	0	3+	true	High	34.6	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00080	SSA_West	West	true	false	Female	47	Negative	Negative	4.4	0.8	1+	false	Intermediate	30	Wild_type	false	Positive	true	HR_negative	true
IHC_SAMPLE_00081	SSA_West	West	true	false	Female	55	Positive	Negative	62	2.3	0	false	High	44.6	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00082	SSA_West	West	true	false	Female	43	Positive	Negative	89	7.3	1+	false	High	59.7	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00083	SSA_West	West	true	false	Female	46	Positive	Positive	100	100	0	false	Intermediate	34.5	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00084	SSA_West	West	true	false	Female	46	Negative	Negative	1.4	1.8	3+	true	High	55.2	Wild_type	false	Negative	false	HR_negative	false
IHC_SAMPLE_00085	SSA_West	West	true	false	Female	37	Positive	Positive	74.5	100	0	false	Intermediate	31.2	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00086	SSA_West	West	true	false	Female	55	Positive	Positive	69.8	81.2	3+	true	Intermediate	14	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00087	SSA_West	West	true	false	Female	45	Negative	Positive	0	81.4	2+	false	Intermediate	27.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00088	SSA_West	West	true	false	Male	50	Positive	Positive	49.1	73.2	0	false	High	53.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00089	SSA_West	West	true	false	Female	55	Positive	Negative	90.7	0.4	1+	false	High	60.1	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00090	SSA_West	West	true	false	Female	55	Negative	Negative	1.7	0	1+	false	Intermediate	19.7	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00091	SSA_West	West	true	false	Female	57	Negative	Negative	7	0	0	false	High	39.6	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00092	SSA_West	West	true	false	Female	49	Negative	Negative	2.7	0.3	0	false	High	49.3	Wild_type	false	Positive	true	HR_negative	true
IHC_SAMPLE_00093	SSA_West	West	true	false	Female	45	Positive	Negative	63.7	0	0	false	High	49.4	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00094	SSA_West	West	true	false	Female	49	Negative	Positive	4.7	100	1+	false	Intermediate	34.9	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00095	SSA_West	West	true	false	Female	31	Positive	Positive	81.4	95.7	0	false	High	32.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00096	SSA_West	West	true	false	Female	34	Negative	Negative	0	3.1	2+	false	Low	7.4	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_00097	SSA_West	West	true	false	Female	35	Negative	Positive	0	72.3	2+	false	High	63.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00098	SSA_West	West	true	false	Female	39	Negative	Negative	0.4	0.3	1+	false	Intermediate	20.4	Overexpression	true	Positive	true	HR_negative	true
IHC_SAMPLE_00099	SSA_West	West	true	false	Female	54	Positive	Negative	70.3	0	1+	false	Intermediate	7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00100	SSA_West	West	true	false	Female	40	Negative	Negative	3.7	5.7	1+	false	High	43.2	Wild_type	false	Positive	true	HR_negative	true

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