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_00201	SSA_West	West	true	false	Female	54	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00202	SSA_West	West	true	false	Female	65	G3	Other_special	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00203	SSA_West	West	true	false	Female	51	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00204	SSA_West	West	true	false	Female	57	G1	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00205	SSA_West	West	true	false	Female	27	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00206	SSA_West	West	true	false	Female	49	G2	Lobular	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00207	SSA_West	West	true	false	Female	41	G2	Mucinous	Present	None	Low	true	false	false
PH_SAMPLE_00208	SSA_West	West	true	false	Female	37	G3	NST_ductal	Absent	Focal	High	false	true	true
PH_SAMPLE_00209	SSA_West	West	true	false	Female	40	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00210	SSA_West	West	true	false	Female	46	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00211	SSA_West	West	true	false	Female	60	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00212	SSA_West	West	true	false	Female	35	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00213	SSA_West	West	true	false	Female	50	G1	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00214	SSA_West	West	true	false	Female	45	G2	Lobular	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00215	SSA_West	West	true	false	Female	46	G3	Lobular	Present	None	High	true	false	true
PH_SAMPLE_00216	SSA_West	West	true	false	Female	61	G3	NST_ductal	Absent	Focal	High	false	true	true
PH_SAMPLE_00217	SSA_West	West	true	false	Female	56	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00218	SSA_West	West	true	false	Female	65	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00219	SSA_West	West	true	false	Female	48	G3	NST_ductal	Present	Extensive	High	true	true	true
PH_SAMPLE_00220	SSA_West	West	true	false	Female	42	G3	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00221	SSA_West	West	true	false	Female	48	G3	NST_ductal	Present	Focal	High	true	true	true
PH_SAMPLE_00222	SSA_West	West	true	false	Female	53	G2	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00223	SSA_West	West	true	false	Female	52	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00224	SSA_West	West	true	false	Female	38	G1	Medullary_like	Absent	None	Low	false	false	false
PH_SAMPLE_00225	SSA_West	West	true	false	Female	51	G2	Lobular	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00226	SSA_West	West	true	false	Female	53	G3	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00227	SSA_West	West	true	false	Female	78	G2	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00228	SSA_West	West	true	false	Female	71	G3	Other_special	Absent	None	High	false	false	true
PH_SAMPLE_00229	SSA_West	West	true	false	Female	41	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00230	SSA_West	West	true	false	Female	47	G2	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00231	SSA_West	West	true	false	Female	34	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00232	SSA_West	West	true	false	Female	44	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00233	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00234	SSA_West	West	true	false	Female	63	G1	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00235	SSA_West	West	true	false	Female	42	G3	NST_ductal	Present	Focal	High	true	true	true
PH_SAMPLE_00236	SSA_West	West	true	false	Female	43	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00237	SSA_West	West	true	false	Female	26	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00238	SSA_West	West	true	false	Female	48	G2	NST_ductal	Present	Extensive	Low	true	true	false
PH_SAMPLE_00239	SSA_West	West	true	false	Female	38	G3	Lobular	Absent	None	Low	false	false	false
PH_SAMPLE_00240	SSA_West	West	true	false	Female	44	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00241	SSA_West	West	true	false	Female	40	G1	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00242	SSA_West	West	true	false	Female	49	G3	NST_ductal	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00243	SSA_West	West	true	false	Female	31	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00244	SSA_West	West	true	false	Female	34	G3	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00245	SSA_West	West	true	false	Female	73	G1	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00246	SSA_West	West	true	false	Female	36	G2	NST_ductal	Present	Focal	Low	true	true	false
PH_SAMPLE_00247	SSA_West	West	true	false	Female	38	G2	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00248	SSA_West	West	true	false	Female	70	G1	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00249	SSA_West	West	true	false	Female	82	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00250	SSA_West	West	true	false	Female	37	G3	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00251	SSA_West	West	true	false	Female	46	G2	NST_ductal	Present	Extensive	Low	true	true	false
PH_SAMPLE_00252	SSA_West	West	true	false	Female	54	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00253	SSA_West	West	true	false	Female	69	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00254	SSA_West	West	true	false	Female	39	G1	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00255	SSA_West	West	true	false	Female	47	G3	NST_ductal	Present	None	Intermediate	true	false	false
PH_SAMPLE_00256	SSA_West	West	true	false	Female	59	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00257	SSA_West	West	true	false	Female	55	G3	Mucinous	Absent	Extensive	Intermediate	false	true	false
PH_SAMPLE_00258	SSA_West	West	true	false	Female	46	G3	NST_ductal	Present	Focal	Intermediate	true	true	false
PH_SAMPLE_00259	SSA_West	West	true	false	Female	49	G3	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00260	SSA_West	West	true	false	Female	35	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00261	SSA_West	West	true	false	Female	47	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00262	SSA_West	West	true	false	Female	47	G1	Mucinous	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00263	SSA_West	West	true	false	Female	53	G1	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00264	SSA_West	West	true	false	Female	44	G3	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00265	SSA_West	West	true	false	Female	55	G2	Lobular	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00266	SSA_West	West	true	false	Male	61	G3	NST_ductal	Present	Focal	High	true	true	true
PH_SAMPLE_00267	SSA_West	West	true	false	Female	52	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00268	SSA_West	West	true	false	Female	54	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00269	SSA_West	West	true	false	Female	51	G2	Lobular	Present	None	Low	true	false	false
PH_SAMPLE_00270	SSA_West	West	true	false	Female	50	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00271	SSA_West	West	true	false	Female	42	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00272	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00273	SSA_West	West	true	false	Female	49	G2	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00274	SSA_West	West	true	false	Female	73	G3	NST_ductal	Present	Focal	Intermediate	true	true	false
PH_SAMPLE_00275	SSA_West	West	true	false	Female	67	G1	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00276	SSA_West	West	true	false	Female	54	G2	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00277	SSA_West	West	true	false	Female	42	G3	NST_ductal	Absent	Extensive	High	false	true	true
PH_SAMPLE_00278	SSA_West	West	true	false	Female	38	G2	NST_ductal	Present	None	Low	true	false	false
PH_SAMPLE_00279	SSA_West	West	true	false	Female	63	G1	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00280	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00281	SSA_West	West	true	false	Female	55	G3	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00282	SSA_West	West	true	false	Female	31	G2	Lobular	Absent	None	High	false	false	true
PH_SAMPLE_00283	SSA_West	West	true	false	Female	60	G3	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00284	SSA_West	West	true	false	Female	55	G2	NST_ductal	Absent	None	High	false	false	true
PH_SAMPLE_00285	SSA_West	West	true	false	Female	38	G2	Other_special	Absent	None	Low	false	false	false
PH_SAMPLE_00286	SSA_West	West	true	false	Female	45	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00287	SSA_West	West	true	false	Female	53	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00288	SSA_West	West	true	false	Female	51	G3	Lobular	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00289	SSA_West	West	true	false	Female	47	G2	Lobular	Absent	Focal	Low	false	true	false
PH_SAMPLE_00290	SSA_West	West	true	false	Female	49	G3	NST_ductal	Present	Extensive	Intermediate	true	true	false
PH_SAMPLE_00291	SSA_West	West	true	false	Female	47	G1	NST_ductal	Absent	Focal	Intermediate	false	true	false
PH_SAMPLE_00292	SSA_West	West	true	false	Female	52	G3	NST_ductal	Absent	Focal	Low	false	true	false
PH_SAMPLE_00293	SSA_West	West	true	false	Female	66	G2	NST_ductal	Absent	None	Low	false	false	false
PH_SAMPLE_00294	SSA_West	West	true	false	Female	22	G2	NST_ductal	Present	None	High	true	false	true
PH_SAMPLE_00295	SSA_West	West	true	false	Female	47	G3	Lobular	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00296	SSA_West	West	true	false	Female	52	G2	NST_ductal	Absent	None	Intermediate	false	false	false
PH_SAMPLE_00297	SSA_West	West	true	false	Female	53	G3	NST_ductal	Absent	Extensive	Low	false	true	false
PH_SAMPLE_00298	SSA_West	West	true	false	Female	46	G1	Lobular	Present	None	Low	true	false	false
PH_SAMPLE_00299	SSA_West	West	true	false	Female	31	G2	Lobular	Present	None	High	true	false	true
PH_SAMPLE_00300	SSA_West	West	true	false	Female	54	G3	NST_ductal	Absent	None	High	false	false	true

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