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_09901	EAS	Non_SSA	false	true	Female	61	Negative	Positive	0	67.6	1+	false	High	34.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09902	EAS	Non_SSA	false	true	Female	72	Negative	Negative	1.2	0.9	3+	true	High	47.2	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_09903	EAS	Non_SSA	false	true	Female	69	Positive	Positive	58.9	72.4	1+	false	Low	8.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09904	EAS	Non_SSA	false	true	Female	26	Negative	Negative	0	4.3	0	false	Intermediate	25	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_09905	EAS	Non_SSA	false	true	Female	47	Positive	Negative	94	2.8	0	false	Low	8.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09906	EAS	Non_SSA	false	true	Female	55	Positive	Positive	81.5	84	2+	false	Intermediate	23.4	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09907	EAS	Non_SSA	false	true	Female	45	Negative	Positive	2.6	89.5	1+	false	High	44.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09908	EAS	Non_SSA	false	true	Female	18	Positive	Positive	60.6	84.9	0	false	Low	10.8	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09909	EAS	Non_SSA	false	true	Female	48	Positive	Positive	99	84.5	1+	false	High	39.4	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09910	EAS	Non_SSA	false	true	Female	56	Positive	Positive	66.8	66.9	1+	false	High	47.8	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09911	EAS	Non_SSA	false	true	Female	50	Positive	Positive	93.4	54.4	1+	false	High	47.6	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09912	EAS	Non_SSA	false	true	Female	45	Negative	Positive	1.5	90.5	1+	false	High	70.5	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09913	EAS	Non_SSA	false	true	Female	56	Positive	Negative	56.8	0.8	1+	false	Intermediate	18.3	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09914	EAS	Non_SSA	false	true	Female	60	Positive	Positive	84.8	100	0	false	High	76.4	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09915	EAS	Non_SSA	false	true	Female	51	Positive	Negative	100	3.2	0	false	High	54.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09916	EAS	Non_SSA	false	true	Female	71	Positive	Negative	97.9	2.7	0	false	Intermediate	29.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09917	EAS	Non_SSA	false	true	Female	57	Positive	Negative	77.1	5.5	2+	false	Low	13.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09918	EAS	Non_SSA	false	true	Female	46	Positive	Positive	40.1	65.4	0	false	Intermediate	10	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09919	EAS	Non_SSA	false	true	Female	44	Positive	Positive	82.9	70.2	3+	true	High	41.4	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09920	EAS	Non_SSA	false	true	Female	54	Positive	Negative	100	0	0	false	High	60.5	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09921	EAS	Non_SSA	false	true	Female	68	Positive	Negative	78	0.4	3+	true	Intermediate	31.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09922	EAS	Non_SSA	false	true	Female	47	Negative	Positive	0	64.6	1+	false	Low	12	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09923	EAS	Non_SSA	false	true	Female	63	Positive	Negative	77.8	1.3	0	false	Low	6.5	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09924	EAS	Non_SSA	false	true	Female	57	Negative	Positive	0	83.1	1+	false	Low	7.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09925	EAS	Non_SSA	false	true	Female	78	Positive	Positive	100	88.6	0	false	High	52.4	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09926	EAS	Non_SSA	false	true	Female	60	Positive	Positive	74.8	69.3	0	false	Intermediate	43.8	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09927	EAS	Non_SSA	false	true	Female	48	Positive	Positive	74.2	78.3	1+	false	Intermediate	23	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09928	EAS	Non_SSA	false	true	Female	64	Negative	Negative	5.3	0	0	false	Intermediate	39.9	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_09929	EAS	Non_SSA	false	true	Female	64	Negative	Negative	0	0	1+	false	Low	15.4	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_09930	EAS	Non_SSA	false	true	Female	52	Positive	Positive	78.1	89.4	0	false	Intermediate	26.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09931	EAS	Non_SSA	false	true	Female	43	Negative	Negative	0	1.8	3+	true	Intermediate	25.3	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_09932	EAS	Non_SSA	false	true	Female	62	Positive	Positive	75.9	70.2	0	false	High	67.5	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09933	EAS	Non_SSA	false	true	Female	57	Positive	Positive	100	68	0	false	High	58.2	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09934	EAS	Non_SSA	false	true	Female	39	Negative	Positive	0.8	82.2	2+	false	High	57.4	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09935	EAS	Non_SSA	false	true	Female	59	Positive	Negative	99.8	0	0	false	Intermediate	19.3	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09936	EAS	Non_SSA	false	true	Female	49	Negative	Positive	0	76.6	0	false	Intermediate	40	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09937	EAS	Non_SSA	false	true	Female	39	Negative	Negative	0	0	2+	false	Intermediate	33.2	Wild_type	false	Negative	false	HR_negative	false
IHC_SAMPLE_09938	EAS	Non_SSA	false	true	Female	52	Negative	Positive	0.2	64.8	1+	false	Low	7.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09939	EAS	Non_SSA	false	true	Female	70	Positive	Negative	65.6	1.8	3+	true	Low	17.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09940	EAS	Non_SSA	false	true	Female	69	Positive	Positive	78.6	93.4	1+	false	Low	7	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_09941	EAS	Non_SSA	false	true	Female	66	Negative	Negative	0	0	3+	true	High	50.7	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_09942	EAS	Non_SSA	false	true	Female	59	Positive	Negative	100	8.2	3+	true	Intermediate	5.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09943	EAS	Non_SSA	false	true	Female	63	Positive	Negative	68.1	2.2	0	false	High	57.1	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09944	EAS	Non_SSA	false	true	Female	57	Negative	Positive	0	64.7	2+	false	Intermediate	25.1	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09945	EAS	Non_SSA	false	true	Female	44	Negative	Positive	0	97.6	0	false	Intermediate	34.1	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09946	EAS	Non_SSA	false	true	Female	46	Negative	Positive	2.5	70.7	3+	true	Intermediate	11.1	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09947	EAS	Non_SSA	false	true	Female	49	Positive	Positive	83.7	93.5	0	false	Low	14.5	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09948	EAS	Non_SSA	false	true	Female	71	Positive	Positive	54.4	54.9	2+	false	Low	14.1	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09949	EAS	Non_SSA	false	true	Female	68	Positive	Positive	85.7	63.3	0	false	High	62.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09950	EAS	Non_SSA	false	true	Female	44	Positive	Positive	100	96.5	3+	true	Intermediate	20.6	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09951	EAS	Non_SSA	false	true	Female	57	Positive	Negative	97.4	0.6	0	false	High	33.9	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09952	EAS	Non_SSA	false	true	Female	52	Positive	Positive	95.8	56.3	1+	false	High	56.6	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09953	EAS	Non_SSA	false	true	Female	54	Negative	Positive	2.3	78.1	1+	false	Intermediate	39.5	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09954	EAS	Non_SSA	false	true	Female	50	Positive	Positive	66.2	65.2	3+	true	Intermediate	26.5	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09955	EAS	Non_SSA	false	true	Female	71	Positive	Positive	81.9	86.4	1+	false	Intermediate	30.5	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09956	EAS	Non_SSA	false	true	Female	56	Negative	Negative	0	0	0	false	High	28.9	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_09957	EAS	Non_SSA	false	true	Female	58	Positive	Negative	93.7	1.1	0	false	Intermediate	21.2	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_09958	EAS	Non_SSA	false	true	Female	58	Positive	Negative	76.4	0	0	false	Low	22.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09959	EAS	Non_SSA	false	true	Female	45	Negative	Positive	2.1	100	2+	false	Intermediate	14.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09960	EAS	Non_SSA	false	true	Female	57	Negative	Positive	0	100	0	false	Intermediate	11.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09961	EAS	Non_SSA	false	true	Female	68	Negative	Negative	0	4.1	0	false	Intermediate	25.7	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_09962	EAS	Non_SSA	false	true	Female	72	Positive	Negative	77.3	0	0	false	Low	20.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09963	EAS	Non_SSA	false	true	Female	43	Positive	Positive	63.4	46.8	1+	false	Intermediate	27.8	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09964	EAS	Non_SSA	false	true	Female	39	Positive	Positive	59.6	84.5	3+	true	High	77.3	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09965	EAS	Non_SSA	false	true	Female	57	Negative	Negative	0	3.4	0	false	High	56.9	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_09966	EAS	Non_SSA	false	true	Female	68	Negative	Negative	4.8	2.7	1+	false	Low	0.3	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_09967	EAS	Non_SSA	false	true	Female	60	Negative	Positive	0	77.2	2+	false	High	33.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09968	EAS	Non_SSA	false	true	Female	63	Negative	Positive	2.4	82	0	false	Intermediate	28.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09969	EAS	Non_SSA	false	true	Female	41	Positive	Negative	100	8.3	0	false	Intermediate	21.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09970	EAS	Non_SSA	false	true	Female	50	Positive	Negative	88.1	3.6	0	false	Low	15.1	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_09971	EAS	Non_SSA	false	true	Female	32	Positive	Positive	99.7	100	2+	false	Intermediate	25.5	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_09972	EAS	Non_SSA	false	true	Female	54	Positive	Negative	68.2	2.1	0	false	High	63.6	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09973	EAS	Non_SSA	false	true	Female	32	Negative	Negative	1.7	4.6	3+	true	Low	16.7	Wild_type	false	Negative	false	HR_negative	false
IHC_SAMPLE_09974	EAS	Non_SSA	false	true	Female	71	Positive	Negative	90.1	6.6	2+	false	Intermediate	27.1	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09975	EAS	Non_SSA	false	true	Female	73	Negative	Negative	0	0.8	1+	false	Intermediate	34.9	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_09976	EAS	Non_SSA	false	true	Female	58	Negative	Negative	2.9	3.3	2+	false	High	45.4	Wild_type	false	Negative	false	HR_negative	false
IHC_SAMPLE_09977	EAS	Non_SSA	false	true	Female	39	Positive	Negative	76.8	7.1	0	false	Low	3	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09978	EAS	Non_SSA	false	true	Female	60	Positive	Positive	76.8	57	1+	false	Intermediate	37.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09979	EAS	Non_SSA	false	true	Female	76	Negative	Positive	1.7	99.3	1+	false	Low	9.9	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09980	EAS	Non_SSA	false	true	Female	61	Positive	Positive	83.6	100	1+	false	Intermediate	37.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09981	EAS	Non_SSA	false	true	Female	69	Negative	Negative	1.5	1	0	false	Intermediate	30.3	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_09982	EAS	Non_SSA	false	true	Female	51	Positive	Positive	70.2	63.2	1+	false	Intermediate	16.6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09983	EAS	Non_SSA	false	true	Female	46	Negative	Positive	2.8	83.3	1+	false	Low	6.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09984	EAS	Non_SSA	false	true	Female	55	Positive	Positive	81.9	90	1+	false	Intermediate	22.4	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09985	EAS	Non_SSA	false	true	Female	35	Positive	Negative	82.9	1.9	0	false	High	39.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09986	EAS	Non_SSA	false	true	Female	81	Positive	Positive	75.9	82.8	1+	false	Intermediate	28.1	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09987	EAS	Non_SSA	false	true	Female	58	Positive	Negative	81.5	5.1	1+	false	Low	10.6	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09988	EAS	Non_SSA	false	true	Female	66	Negative	Positive	2.6	80.7	0	false	Low	12.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09989	EAS	Non_SSA	false	true	Female	51	Negative	Negative	0.2	0	3+	true	High	66.1	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_09990	EAS	Non_SSA	false	true	Female	39	Positive	Negative	62.2	4.8	2+	false	High	53.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09991	EAS	Non_SSA	false	true	Female	72	Positive	Positive	58.9	67.1	0	false	Low	7.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09992	EAS	Non_SSA	false	true	Female	44	Positive	Positive	64.3	69.1	0	false	Intermediate	18.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09993	EAS	Non_SSA	false	true	Female	60	Positive	Negative	84.4	0	1+	false	High	68	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09994	EAS	Non_SSA	false	true	Female	61	Negative	Negative	6.7	2	0	false	Intermediate	21.6	Overexpression	true	Positive	true	HR_negative	true
IHC_SAMPLE_09995	EAS	Non_SSA	false	true	Female	57	Negative	Positive	0	69.6	0	false	Low	2.6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_09996	EAS	Non_SSA	false	true	Female	47	Positive	Negative	68.4	1.1	1+	false	Intermediate	13.5	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_09997	EAS	Non_SSA	false	true	Female	54	Positive	Negative	65.8	2.7	1+	false	Intermediate	33	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09998	EAS	Non_SSA	false	true	Male	46	Positive	Positive	74.9	73.9	3+	true	Low	9	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_09999	EAS	Non_SSA	false	true	Female	65	Positive	Negative	89	0	3+	true	Intermediate	27.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_10000	EAS	Non_SSA	false	true	Female	62	Negative	Negative	0	0	1+	false	Intermediate	20.8	Wild_type	false	Negative	false	HR_negative	true

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