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_00101	SSA_West	West	true	false	Female	46	G2	Other_special	Absent	None	Low	false	false	false
PH_SAMPLE_00102	SSA_West	West	true	false	Female	64	G3	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00103	SSA_West	West	true	false	Male	46	G2	Other_special	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00104	SSA_West	West	true	false	Female	58	G2	Medullary_like	Absent	None	Low	false	false	false
PH_SAMPLE_00105	SSA_West	West	true	false	Female	40	G1	Medullary_like	Absent	Focal	Low	false	true	false
PH_SAMPLE_00106	SSA_West	West	true	false	Female	48	G3	Lobular	Absent	None	High	false	false	true
PH_SAMPLE_00107	SSA_West	West	true	false	Female	40	G1	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00108	SSA_West	West	true	false	Female	46	G3	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00109	SSA_West	West	true	false	Female	59	G3	NST_ductal	Present	Focal	Intermediate	true	true	false
PH_SAMPLE_00110	SSA_West	West	true	false	Female	31	G2	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00111	SSA_West	West	true	false	Female	55	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00112	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00113	SSA_West	West	true	false	Female	43	G1	Other_special	Present	None	Low	true	false	false
PH_SAMPLE_00114	SSA_West	West	true	false	Female	34	G3	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00115	SSA_West	West	true	false	Female	51	G3	Medullary_like	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00116	SSA_West	West	true	false	Female	44	G3	Lobular	Present	Focal	High	true	true	true
PH_SAMPLE_00117	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00118	SSA_West	West	true	false	Female	50	G2	Lobular	Present	None	High	true	false	true
PH_SAMPLE_00119	SSA_West	West	true	false	Female	68	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00120	SSA_West	West	true	false	Female	47	G3	Lobular	Absent	Extensive	High	false	true	true
PH_SAMPLE_00121	SSA_West	West	true	false	Female	39	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00122	SSA_West	West	true	false	Female	52	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00123	SSA_West	West	true	false	Female	52	G2	Lobular	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00124	SSA_West	West	true	false	Female	65	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00125	SSA_West	West	true	false	Female	59	G2	Lobular	Absent	None	Low	false	false	false
PH_SAMPLE_00126	SSA_West	West	true	false	Female	54	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00127	SSA_West	West	true	false	Female	66	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00128	SSA_West	West	true	false	Female	37	G2	Medullary_like	Present	Focal	Low	true	true	false
PH_SAMPLE_00129	SSA_West	West	true	false	Female	43	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00130	SSA_West	West	true	false	Female	40	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00131	SSA_West	West	true	false	Female	46	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00132	SSA_West	West	true	false	Female	35	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00133	SSA_West	West	true	false	Female	57	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00134	SSA_West	West	true	false	Female	48	G1	Lobular	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00135	SSA_West	West	true	false	Female	34	G1	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00136	SSA_West	West	true	false	Female	39	G2	Lobular	Absent	None	Low	false	false	false
PH_SAMPLE_00137	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00138	SSA_West	West	true	false	Female	59	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00139	SSA_West	West	true	false	Female	72	G3	Medullary_like	Present	Extensive	Intermediate	true	true	false
PH_SAMPLE_00140	SSA_West	West	true	false	Female	82	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00141	SSA_West	West	true	false	Female	55	G3	NST_ductal	Present	Focal	High	true	true	true
PH_SAMPLE_00142	SSA_West	West	true	false	Female	39	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00143	SSA_West	West	true	false	Female	27	G3	Medullary_like	Present	None	Low	true	false	false
PH_SAMPLE_00144	SSA_West	West	true	false	Female	53	G3	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00145	SSA_West	West	true	false	Female	41	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00146	SSA_West	West	true	false	Female	45	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00147	SSA_West	West	true	false	Female	43	G3	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00148	SSA_West	West	true	false	Female	48	G3	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00149	SSA_West	West	true	false	Female	62	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00150	SSA_West	West	true	false	Female	52	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00151	SSA_West	West	true	false	Female	48	G2	Medullary_like	Absent	Focal	Low	false	true	false
PH_SAMPLE_00152	SSA_West	West	true	false	Female	39	G3	Medullary_like	Present	Extensive	Low	true	true	false
PH_SAMPLE_00153	SSA_West	West	true	false	Female	32	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00154	SSA_West	West	true	false	Female	45	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00155	SSA_West	West	true	false	Female	49	G2	Medullary_like	Present	None	High	true	false	true
PH_SAMPLE_00156	SSA_West	West	true	false	Female	69	G2	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00157	SSA_West	West	true	false	Female	51	G3	Other_special	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00158	SSA_West	West	true	false	Female	61	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00159	SSA_West	West	true	false	Female	45	G3	Lobular	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00160	SSA_West	West	true	false	Female	37	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00161	SSA_West	West	true	false	Female	39	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00162	SSA_West	West	true	false	Female	42	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00163	SSA_West	West	true	false	Female	73	G2	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00164	SSA_West	West	true	false	Female	41	G2	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00165	SSA_West	West	true	false	Female	59	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00166	SSA_West	West	true	false	Male	40	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00167	SSA_West	West	true	false	Female	60	G3	NST_ductal	Present	Extensive	Low	true	true	false
PH_SAMPLE_00168	SSA_West	West	true	false	Female	54	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00169	SSA_West	West	true	false	Female	48	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00170	SSA_West	West	true	false	Female	50	G2	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00171	SSA_West	West	true	false	Female	43	G3	Other_special	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00172	SSA_West	West	true	false	Female	55	G1	Mucinous	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00173	SSA_West	West	true	false	Female	45	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00174	SSA_West	West	true	false	Female	37	G1	Other_special	Absent	None	Low	false	false	false
PH_SAMPLE_00175	SSA_West	West	true	false	Female	36	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00176	SSA_West	West	true	false	Female	52	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00177	SSA_West	West	true	false	Female	67	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00178	SSA_West	West	true	false	Female	52	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00179	SSA_West	West	true	false	Female	49	G3	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00180	SSA_West	West	true	false	Female	53	G2	NST_ductal	Present	None	High	true	false	true
PH_SAMPLE_00181	SSA_West	West	true	false	Female	64	G2	Mucinous	Present	None	High	true	false	true
PH_SAMPLE_00182	SSA_West	West	true	false	Female	52	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00183	SSA_West	West	true	false	Female	45	G2	Other_special	Present	None	Intermediate	true	false	false
PH_SAMPLE_00184	SSA_West	West	true	false	Female	62	G2	NST_ductal	Present	Extensive	Low	true	true	false
PH_SAMPLE_00185	SSA_West	West	true	false	Female	55	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00186	SSA_West	West	true	false	Female	67	G2	NST_ductal	Present	Focal	Intermediate	true	true	false
PH_SAMPLE_00187	SSA_West	West	true	false	Female	52	G2	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00188	SSA_West	West	true	false	Female	37	G3	NST_ductal	Present	None	High	true	false	true
PH_SAMPLE_00189	SSA_West	West	true	false	Female	35	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00190	SSA_West	West	true	false	Female	68	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00191	SSA_West	West	true	false	Female	69	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00192	SSA_West	West	true	false	Female	48	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00193	SSA_West	West	true	false	Female	46	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00194	SSA_West	West	true	false	Female	66	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00195	SSA_West	West	true	false	Female	38	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00196	SSA_West	West	true	false	Female	40	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00197	SSA_West	West	true	false	Female	57	G1	NST_ductal	Absent	Focal	High	false	true	true
PH_SAMPLE_00198	SSA_West	West	true	false	Female	46	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00199	SSA_West	West	true	false	Female	50	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00200	SSA_West	West	true	false	Female	48	G2	NST_ductal	Absent	None	High	false	false	true

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