Split (1)

train · 10k rows

sample_id stringlengths 15 15	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	tumor_grade stringclasses 3 values	histologic_type stringclasses 5 values	lvi_status stringclasses 2 values	necrosis_pattern stringclasses 3 values	tils_category stringclasses 3 values	lvi_present bool 2 classes	necrosis_any bool 2 classes	tils_high bool 2 classes
PH_SAMPLE_00001	SSA_West	West	true	false	Female	53	G3	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00002	SSA_West	West	true	false	Female	39	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00003	SSA_West	West	true	false	Female	58	G2	Medullary_like	Absent	None	Low	false	false	false
PH_SAMPLE_00004	SSA_West	West	true	false	Female	60	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00005	SSA_West	West	true	false	Female	29	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00006	SSA_West	West	true	false	Female	36	G3	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00007	SSA_West	West	true	false	Female	51	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00008	SSA_West	West	true	false	Female	47	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00009	SSA_West	West	true	false	Female	50	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00010	SSA_West	West	true	false	Female	41	G2	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00011	SSA_West	West	true	false	Female	60	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00012	SSA_West	West	true	false	Female	59	G2	NST_ductal	Present	Extensive	Low	true	true	false
PH_SAMPLE_00013	SSA_West	West	true	false	Female	51	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00014	SSA_West	West	true	false	Female	62	G2	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00015	SSA_West	West	true	false	Female	55	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00016	SSA_West	West	true	false	Female	41	G2	Medullary_like	Absent	None	Low	false	false	false
PH_SAMPLE_00017	SSA_West	West	true	false	Female	54	G2	Lobular	Absent	None	High	false	false	true
PH_SAMPLE_00018	SSA_West	West	true	false	Female	39	G3	NST_ductal	Absent	Extensive	High	false	true	true
PH_SAMPLE_00019	SSA_West	West	true	false	Female	60	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00020	SSA_West	West	true	false	Female	49	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00021	SSA_West	West	true	false	Female	48	G2	Lobular	Present	None	High	true	false	true
PH_SAMPLE_00022	SSA_West	West	true	false	Female	43	G3	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00023	SSA_West	West	true	false	Female	63	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00024	SSA_West	West	true	false	Female	48	G1	NST_ductal	Present	None	High	true	false	true
PH_SAMPLE_00025	SSA_West	West	true	false	Female	45	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00026	SSA_West	West	true	false	Female	46	G3	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00027	SSA_West	West	true	false	Female	56	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00028	SSA_West	West	true	false	Female	54	G2	Medullary_like	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00029	SSA_West	West	true	false	Female	55	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00030	SSA_West	West	true	false	Female	55	G3	Mucinous	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00031	SSA_West	West	true	false	Female	74	G2	Lobular	Absent	None	High	false	false	true
PH_SAMPLE_00032	SSA_West	West	true	false	Female	46	G3	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00033	SSA_West	West	true	false	Female	44	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00034	SSA_West	West	true	false	Female	41	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00035	SSA_West	West	true	false	Female	57	G1	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00036	SSA_West	West	true	false	Female	62	G3	Lobular	Present	None	High	true	false	true
PH_SAMPLE_00037	SSA_West	West	true	false	Female	49	G3	NST_ductal	Present	None	High	true	false	true
PH_SAMPLE_00038	SSA_West	West	true	false	Female	41	G3	Lobular	Present	Focal	Low	true	true	false
PH_SAMPLE_00039	SSA_West	West	true	false	Female	41	G2	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00040	SSA_West	West	true	false	Female	57	G2	Lobular	Absent	None	Low	false	false	false
PH_SAMPLE_00041	SSA_West	West	true	false	Female	58	G3	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00042	SSA_West	West	true	false	Female	56	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00043	SSA_West	West	true	false	Female	43	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00044	SSA_West	West	true	false	Female	53	G3	Medullary_like	Present	Focal	High	true	true	true
PH_SAMPLE_00045	SSA_West	West	true	false	Female	51	G3	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00046	SSA_West	West	true	false	Female	52	G3	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00047	SSA_West	West	true	false	Female	60	G3	Other_special	Absent	Extensive	High	false	true	true
PH_SAMPLE_00048	SSA_West	West	true	false	Female	52	G3	Mucinous	Present	Focal	Intermediate	true	true	false
PH_SAMPLE_00049	SSA_West	West	true	false	Female	57	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00050	SSA_West	West	true	false	Female	51	G3	Other_special	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00051	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00052	SSA_West	West	true	false	Female	57	G3	Medullary_like	Present	None	Low	true	false	false
PH_SAMPLE_00053	SSA_West	West	true	false	Female	34	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00054	SSA_West	West	true	false	Female	46	G3	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00055	SSA_West	West	true	false	Female	45	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00056	SSA_West	West	true	false	Female	43	G2	NST_ductal	Present	Extensive	Intermediate	true	true	false
PH_SAMPLE_00057	SSA_West	West	true	false	Female	47	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00058	SSA_West	West	true	false	Female	66	G3	Lobular	Absent	None	High	false	false	true
PH_SAMPLE_00059	SSA_West	West	true	false	Female	40	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00060	SSA_West	West	true	false	Female	61	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00061	SSA_West	West	true	false	Female	31	G1	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00062	SSA_West	West	true	false	Female	46	G2	NST_ductal	Absent	Focal	High	false	true	true
PH_SAMPLE_00063	SSA_West	West	true	false	Male	52	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00064	SSA_West	West	true	false	Female	56	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00065	SSA_West	West	true	false	Female	58	G3	Lobular	Absent	Extensive	High	false	true	true
PH_SAMPLE_00066	SSA_West	West	true	false	Female	59	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00067	SSA_West	West	true	false	Female	46	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00068	SSA_West	West	true	false	Female	45	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00069	SSA_West	West	true	false	Female	59	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00070	SSA_West	West	true	false	Female	48	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00071	SSA_West	West	true	false	Female	36	G2	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00072	SSA_West	West	true	false	Female	38	G2	Medullary_like	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00073	SSA_West	West	true	false	Female	40	G3	Mucinous	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00074	SSA_West	West	true	false	Female	55	G3	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00075	SSA_West	West	true	false	Female	52	G3	Lobular	Absent	None	Low	false	false	false
PH_SAMPLE_00076	SSA_West	West	true	false	Female	58	G2	NST_ductal	Present	Focal	Intermediate	true	true	false
PH_SAMPLE_00077	SSA_West	West	true	false	Female	45	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00078	SSA_West	West	true	false	Female	52	G1	NST_ductal	Present	None	High	true	false	true
PH_SAMPLE_00079	SSA_West	West	true	false	Female	57	G2	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00080	SSA_West	West	true	false	Female	47	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00081	SSA_West	West	true	false	Female	55	G3	Other_special	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00082	SSA_West	West	true	false	Female	43	G1	Lobular	Absent	None	Low	false	false	false
PH_SAMPLE_00083	SSA_West	West	true	false	Female	46	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00084	SSA_West	West	true	false	Female	46	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00085	SSA_West	West	true	false	Female	37	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00086	SSA_West	West	true	false	Female	55	G3	Other_special	Present	None	Low	true	false	false
PH_SAMPLE_00087	SSA_West	West	true	false	Female	45	G3	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00088	SSA_West	West	true	false	Male	50	G3	Medullary_like	Absent	Focal	Low	false	true	false
PH_SAMPLE_00089	SSA_West	West	true	false	Female	55	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00090	SSA_West	West	true	false	Female	55	G2	Mucinous	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00091	SSA_West	West	true	false	Female	57	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00092	SSA_West	West	true	false	Female	49	G2	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00093	SSA_West	West	true	false	Female	45	G3	Other_special	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00094	SSA_West	West	true	false	Female	49	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00095	SSA_West	West	true	false	Female	31	G3	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00096	SSA_West	West	true	false	Female	34	G1	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00097	SSA_West	West	true	false	Female	35	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00098	SSA_West	West	true	false	Female	39	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00099	SSA_West	West	true	false	Female	54	G3	NST_ductal	Present	Extensive	Low	true	true	false
PH_SAMPLE_00100	SSA_West	West	true	false	Female	40	G3	NST_ductal	Absent	Focal	Low	false	true	false

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