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_00301	SSA_West	West	true	false	Female	69	Positive	Negative	55.5	0	3+	true	Intermediate	21.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00302	SSA_West	West	true	false	Female	33	Negative	Negative	0	0	0	false	Intermediate	21.6	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00303	SSA_West	West	true	false	Female	60	Negative	Positive	2.5	71.3	1+	false	Low	12.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00304	SSA_West	West	true	false	Female	46	Positive	Positive	100	81.1	0	false	Low	8.6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00305	SSA_West	West	true	false	Female	49	Negative	Negative	0	0.8	0	false	High	30.3	Overexpression	true	Positive	true	HR_negative	true
IHC_SAMPLE_00306	SSA_West	West	true	false	Female	38	Negative	Negative	1.4	0	3+	true	High	29.2	Overexpression	true	Positive	true	HR_negative	false
IHC_SAMPLE_00307	SSA_West	West	true	false	Female	46	Negative	Positive	2.3	56	0	false	Intermediate	22.2	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00308	SSA_West	West	true	false	Female	64	Negative	Negative	0.3	3.8	2+	false	Intermediate	19.5	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_00309	SSA_West	West	true	false	Female	56	Positive	Positive	83.2	92.1	0	false	Low	13.7	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00310	SSA_West	West	true	false	Female	69	Positive	Negative	100	5.3	1+	false	Intermediate	17.4	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00311	SSA_West	West	true	false	Female	63	Negative	Positive	0.9	38	3+	true	High	20	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00312	SSA_West	West	true	false	Female	55	Positive	Negative	69.4	4.6	1+	false	High	67	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00313	SSA_West	West	true	false	Female	69	Positive	Negative	59.8	2.6	2+	false	High	63	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00314	SSA_West	West	true	false	Female	55	Negative	Positive	7.7	87.3	1+	false	Intermediate	33	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00315	SSA_West	West	true	false	Female	59	Negative	Negative	0.2	0	2+	false	High	43.1	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_00316	SSA_West	West	true	false	Female	47	Negative	Negative	0	2.2	3+	true	Intermediate	21.2	Wild_type	false	Negative	false	HR_negative	false
IHC_SAMPLE_00317	SSA_West	West	true	false	Female	51	Positive	Positive	78.7	87.8	1+	false	Low	6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00318	SSA_West	West	true	false	Female	42	Negative	Positive	0	65.9	0	false	High	50	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00319	SSA_West	West	true	false	Female	61	Negative	Negative	5	0	2+	false	High	33.8	Wild_type	false	Negative	false	HR_negative	false
IHC_SAMPLE_00320	SSA_West	West	true	false	Female	37	Negative	Positive	0	79.4	2+	false	High	53.3	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00321	SSA_West	West	true	false	Female	59	Negative	Negative	0.1	3.2	1+	false	High	20	Wild_type	false	Positive	true	HR_negative	true
IHC_SAMPLE_00322	SSA_West	West	true	false	Female	48	Positive	Negative	66.8	0	1+	false	High	57.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00323	SSA_West	West	true	false	Female	63	Positive	Negative	82.2	0.6	1+	false	Intermediate	25.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00324	SSA_West	West	true	false	Female	58	Negative	Negative	0.4	6.4	0	false	High	53	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00325	SSA_West	West	true	false	Female	70	Positive	Negative	74.7	0	3+	true	High	62.4	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00326	SSA_West	West	true	false	Female	58	Positive	Negative	86.8	2.4	1+	false	High	45.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00327	SSA_West	West	true	false	Female	33	Positive	Negative	98.6	0	0	false	High	20	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00328	SSA_West	West	true	false	Female	49	Negative	Positive	0	66.7	1+	false	High	57.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00329	SSA_West	West	true	false	Female	37	Positive	Negative	75.3	3.2	3+	true	Intermediate	23.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00330	SSA_West	West	true	false	Female	44	Negative	Negative	3.7	0.2	0	false	Intermediate	25.6	Wild_type	false	Positive	true	HR_negative	true
IHC_SAMPLE_00331	SSA_West	West	true	false	Female	67	Negative	Positive	4	70.6	1+	false	High	45.1	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00332	SSA_West	West	true	false	Female	57	Positive	Positive	83.9	83.6	2+	false	High	51.8	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00333	SSA_West	West	true	false	Female	42	Positive	Positive	45.8	87.8	3+	true	Low	4.7	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00334	SSA_West	West	true	false	Female	39	Negative	Positive	7.3	100	3+	true	High	55.3	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00335	SSA_West	West	true	false	Female	50	Negative	Negative	0.1	4.7	3+	true	Low	14.9	Overexpression	true	Positive	true	HR_negative	false
IHC_SAMPLE_00336	SSA_West	West	true	false	Female	37	Positive	Positive	64.7	99	3+	true	Intermediate	19.4	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00337	SSA_West	West	true	false	Female	43	Positive	Negative	76.9	2.6	0	false	Intermediate	16.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00338	SSA_West	West	true	false	Female	53	Positive	Negative	69.3	0.6	1+	false	Intermediate	36.2	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00339	SSA_West	West	true	false	Female	63	Positive	Negative	79.7	0	2+	false	Intermediate	32.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00340	SSA_West	West	true	false	Female	57	Negative	Negative	4.1	3.3	3+	true	Intermediate	19	Overexpression	true	Negative	false	HR_negative	false
IHC_SAMPLE_00341	SSA_West	West	true	false	Female	25	Negative	Negative	1.2	2.9	1+	false	Intermediate	26	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00342	SSA_West	West	true	false	Female	53	Negative	Negative	1	0	2+	false	Intermediate	27.4	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_00343	SSA_West	West	true	false	Female	51	Negative	Positive	0.7	97.8	0	false	High	31.2	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00344	SSA_West	West	true	false	Female	55	Negative	Negative	0	5.8	2+	false	Low	14.3	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_00345	SSA_West	West	true	false	Female	68	Negative	Positive	0.7	81.9	1+	false	Intermediate	19.9	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00346	SSA_West	West	true	false	Female	27	Positive	Positive	89.4	88.3	3+	true	Low	17.4	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00347	SSA_West	West	true	false	Female	43	Negative	Negative	1.8	0	0	false	Intermediate	13.3	Overexpression	true	Positive	true	HR_negative	true
IHC_SAMPLE_00348	SSA_West	West	true	false	Female	56	Negative	Positive	1.3	84.5	2+	false	Intermediate	19	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00349	SSA_West	West	true	false	Female	33	Negative	Negative	0.9	2	1+	false	Intermediate	19.9	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00350	SSA_West	West	true	false	Female	66	Negative	Negative	0	2.4	1+	false	Intermediate	35.7	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00351	SSA_West	West	true	false	Male	54	Positive	Negative	61.6	5	1+	false	High	60.8	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00352	SSA_West	West	true	false	Female	59	Negative	Negative	6.2	1.5	2+	false	Intermediate	15	Wild_type	false	Negative	false	HR_negative	false
IHC_SAMPLE_00353	SSA_West	West	true	false	Female	44	Negative	Negative	0	2.2	0	false	High	47	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00354	SSA_West	West	true	false	Female	59	Negative	Negative	0	0	0	false	Intermediate	13.4	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00355	SSA_West	West	true	false	Female	62	Negative	Negative	2.2	8.2	2+	false	High	44.6	Wild_type	false	Positive	true	HR_negative	false
IHC_SAMPLE_00356	SSA_West	West	true	false	Female	53	Negative	Negative	0	0	0	false	High	32.2	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00357	SSA_West	West	true	false	Female	53	Positive	Positive	80.4	100	3+	true	High	37.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00358	SSA_West	West	true	false	Female	53	Positive	Negative	73.2	5.1	0	false	Intermediate	26.4	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00359	SSA_West	West	true	false	Female	41	Positive	Negative	62	3.4	1+	false	Intermediate	10.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00360	SSA_West	West	true	false	Female	48	Positive	Negative	89.3	0	0	false	Low	12.6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00361	SSA_West	West	true	false	Female	48	Positive	Positive	89.4	81.2	1+	false	High	53.6	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00362	SSA_West	West	true	false	Female	54	Positive	Positive	91.1	67.5	1+	false	Low	5.6	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00363	SSA_West	West	true	false	Female	61	Negative	Positive	0	100	1+	false	Intermediate	22.9	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00364	SSA_West	West	true	false	Female	38	Positive	Positive	78.8	58.9	2+	false	High	57.7	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00365	SSA_West	West	true	false	Female	49	Positive	Negative	87.2	0.8	2+	false	High	58	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00366	SSA_West	West	true	false	Female	66	Positive	Negative	92.9	2.9	2+	false	Intermediate	32.2	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00367	SSA_West	West	true	false	Female	42	Negative	Positive	0	87.2	0	false	Low	14.9	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00368	SSA_West	West	true	false	Female	41	Negative	Positive	0	77	0	false	Intermediate	32	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00369	SSA_West	West	true	false	Female	52	Positive	Positive	81.8	73.2	3+	true	Intermediate	14.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00370	SSA_West	West	true	false	Female	59	Negative	Negative	0.9	4.6	0	false	High	63.9	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00371	SSA_West	West	true	false	Female	50	Negative	Positive	4.7	86.1	1+	false	High	66.4	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00372	SSA_West	West	true	false	Female	65	Positive	Positive	93.9	85.6	1+	false	Intermediate	23.7	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00373	SSA_West	West	true	false	Female	59	Positive	Positive	76.5	100	3+	true	High	66	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00374	SSA_West	West	true	false	Female	59	Positive	Positive	99.4	65.9	0	false	Intermediate	22.7	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00375	SSA_West	West	true	false	Female	56	Negative	Negative	3.9	1.9	1+	false	High	73.8	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00376	SSA_West	West	true	false	Female	76	Positive	Positive	85.4	93.4	3+	true	Low	18.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00377	SSA_West	West	true	false	Female	48	Positive	Negative	84.1	5.7	0	false	Intermediate	26.3	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00378	SSA_West	West	true	false	Female	28	Positive	Negative	84.3	2.7	1+	false	Intermediate	39.7	Overexpression	true	Positive	true	HR_positive	false
IHC_SAMPLE_00379	SSA_West	West	true	false	Female	68	Positive	Negative	90.2	0.4	2+	false	High	34	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00380	SSA_West	West	true	false	Female	45	Negative	Positive	0	73.8	2+	false	High	56.9	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00381	SSA_West	West	true	false	Female	51	Positive	Negative	80.4	2.1	0	false	High	61.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00382	SSA_West	West	true	false	Female	64	Negative	Positive	6.3	78.9	2+	false	High	66.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00383	SSA_West	West	true	false	Female	32	Negative	Negative	0	2.5	0	false	Low	7.6	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00384	SSA_West	West	true	false	Female	36	Positive	Positive	68	88.4	2+	false	High	55.2	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00385	SSA_West	West	true	false	Female	32	Positive	Negative	75.7	2.6	3+	true	Intermediate	21.7	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00386	SSA_West	West	true	false	Female	41	Positive	Negative	75	0	0	false	Intermediate	30.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00387	SSA_West	West	true	false	Female	55	Positive	Negative	72.6	0	0	false	High	77.6	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00388	SSA_West	West	true	false	Female	56	Positive	Negative	83.1	4.1	0	false	High	38.9	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00389	SSA_West	West	true	false	Female	53	Positive	Positive	95.8	73	0	false	Intermediate	27.1	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00390	SSA_West	West	true	false	Female	34	Positive	Negative	77.4	5.2	1+	false	Intermediate	22.3	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00391	SSA_West	West	true	false	Female	25	Negative	Negative	0	4.2	0	false	Low	11.4	Wild_type	false	Negative	false	HR_negative	true
IHC_SAMPLE_00392	SSA_West	West	true	false	Female	51	Positive	Negative	84.6	4.8	1+	false	High	44.8	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00393	SSA_West	West	true	false	Female	45	Negative	Negative	0	3.1	0	false	Intermediate	22.7	Overexpression	true	Negative	false	HR_negative	true
IHC_SAMPLE_00394	SSA_West	West	true	false	Female	55	Negative	Positive	2.3	84.1	1+	false	Intermediate	32.8	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00395	SSA_West	West	true	false	Female	58	Negative	Positive	3.7	80.5	2+	false	Low	15.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00396	SSA_West	West	true	false	Male	52	Positive	Negative	75.9	3.3	1+	false	Intermediate	17.2	Wild_type	false	Positive	true	HR_positive	false
IHC_SAMPLE_00397	SSA_West	West	true	false	Female	58	Positive	Negative	81.4	6.5	0	false	Low	12.3	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00398	SSA_West	West	true	false	Female	53	Positive	Negative	56.1	0.2	1+	false	Low	10.5	Overexpression	true	Negative	false	HR_positive	false
IHC_SAMPLE_00399	SSA_West	West	true	false	Female	56	Positive	Positive	90.5	70.5	0	false	Intermediate	29.4	Wild_type	false	Negative	false	HR_positive	false
IHC_SAMPLE_00400	SSA_West	West	true	false	Female	42	Negative	Negative	0	2.1	1+	false	Intermediate	17.6	Overexpression	true	Negative	false	HR_negative	true

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