Split (1)

train · 59.8k rows

sample_id stringlengths 12 12	population stringclasses 7 values	region stringclasses 5 values	is_SSA bool 2 classes	is_reference_panel bool 2 classes	sex stringclasses 2 values	age_years float64 18 90 ⌀	stage_at_diagnosis stringclasses 4 values	tumor_subtype stringclasses 5 values	first_metastasis_site stringclasses 5 values	therapy_class stringclasses 5 values	primary_n_mutations int64 20 145 ⌀	metastasis_n_mutations int64 45 209 ⌀	shared_n_mutations int64 20 126 ⌀	primary_private_n_mutations int64 0 42 ⌀	metastasis_private_n_mutations int64 11 162 ⌀	primary_met_jaccard_index float64 0.13 0.7 ⌀	primary_ESR1_mut bool 2 classes	primary_PIK3CA_mut bool 2 classes	primary_HER2_amp bool 2 classes	primary_TP53_mut bool 2 classes	primary_RB1_loss bool 2 classes	met_ESR1_mut bool 2 classes	met_PIK3CA_mut bool 2 classes	met_HER2_amp bool 2 classes	met_TP53_mut bool 2 classes	met_RB1_loss bool 2 classes	has_clinical_resistance bool 2 classes	resistance_mechanism stringclasses 7 values
DP_PAT_00101	SSA_West	West	true	false	Female	38.1	II	Luminal_A	Bone	Endocrine_only	97	98	80	17	18	0.696	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00102	SSA_West	West	true	false	Female	70.1	III	Basal_like	Brain	Chemo_plus_endocrine	76	123	70	6	53	0.543	false	false	false	true	false	true	true	false	true	false	false	None
DP_PAT_00103	SSA_West	West	true	false	Female	50	III	Luminal_A	Other	Endocrine_only	80	169	80	0	89	0.473	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00104	SSA_West	West	true	false	Female	38.3	II	HER2_enriched	Brain	HER2_targeted	67	162	67	0	95	0.414	false	true	true	true	false	false	true	true	true	false	true	PI3K_pathway_HER2_resistance
DP_PAT_00105	SSA_West	West	true	false	Female	57.9	III	Luminal_A	Bone	Endocrine_only	66	83	61	5	22	0.693	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00106	SSA_West	West	true	false	Female	47.5	I	Luminal_B	Bone	Chemo_only	74	143	74	0	69	0.517	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00107	SSA_West	West	true	false	Female	58.7	IV	Luminal_B	Bone	HER2_targeted	88	146	88	0	58	0.603	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00108	SSA_West	West	true	false	Female	46.2	III	Basal_like	Lung	Chemo_plus_endocrine	63	109	61	2	48	0.55	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00109	SSA_West	West	true	false	Female	71	IV	Luminal_B	Bone	Chemo_only	83	142	83	0	59	0.585	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00110	SSA_West	West	true	false	Female	52.2	III	Basal_like	Liver	Chemo_plus_endocrine	53	106	53	0	53	0.5	false	true	false	false	true	false	true	false	false	true	false	None
DP_PAT_00111	SSA_West	West	true	false	Female	53.8	III	Luminal_B	Bone	Endocrine_only	83	131	83	0	48	0.634	false	false	true	false	true	false	false	true	false	true	false	None
DP_PAT_00112	SSA_West	West	true	false	Female	30	II	Luminal_A	Lung	Chemo_only	78	92	70	8	22	0.7	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00113	SSA_West	West	true	false	Female	39.6	III	Basal_like	Bone	Chemo_only	68	134	68	0	66	0.507	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00114	SSA_West	West	true	false	Female	61.5	III	Basal_like	Other	Chemo_only	80	136	76	4	60	0.543	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00115	SSA_West	West	true	false	Female	40.7	III	Luminal_A	Bone	Chemo_plus_endocrine	95	132	93	2	39	0.694	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00116	SSA_West	West	true	false	Female	60.5	II	Luminal_B	Bone	Endocrine_only	108	173	108	0	65	0.624	false	false	false	false	false	false	false	false	true	false	false	None
DP_PAT_00117	SSA_West	West	true	false	Female	30.9	IV	Basal_like	Bone	Chemo_only	62	119	62	0	57	0.521	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00118	SSA_West	West	true	false	Female	48.7	II	Basal_like	Bone	Chemo_only	93	117	74	19	43	0.544	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00119	SSA_West	West	true	false	Female	59.4	II	HER2_enriched	Bone	HER2_targeted	36	139	36	0	103	0.259	false	false	true	false	false	false	false	true	false	false	false	None
DP_PAT_00120	SSA_West	West	true	false	Female	51	II	Luminal_A	Bone	Endocrine_only	95	160	95	0	65	0.594	false	false	false	false	false	false	true	false	false	false	true	PIK3CA_mutation_acquired
DP_PAT_00121	SSA_West	West	true	false	Female	45.7	III	Basal_like	Liver	Chemo_only	91	152	86	5	66	0.548	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00122	SSA_West	West	true	false	Female	59.7	III	Luminal_B	Bone	CDK4_6_plus_endocrine	118	119	95	23	24	0.669	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00123	SSA_West	West	true	false	Female	69.6	III	Basal_like	Other	Chemo_plus_endocrine	109	142	89	20	53	0.549	false	false	false	false	false	false	false	false	true	false	false	None
DP_PAT_00124	SSA_West	West	true	false	Female	55.2	III	Basal_like	Liver	Chemo_only	80	124	72	8	52	0.545	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00125	SSA_West	West	true	false	Female	67.2	III	Basal_like	Liver	Chemo_only	85	134	77	8	57	0.542	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00126	SSA_West	West	true	false	Female	60.9	II	Basal_like	Lung	Chemo_only	113	114	80	33	34	0.544	false	false	true	true	false	false	false	true	true	true	false	None
DP_PAT_00127	SSA_West	West	true	false	Female	43.9	IV	HER2_enriched	Liver	HER2_targeted	81	152	81	0	71	0.533	false	true	true	false	false	false	true	true	false	false	true	PI3K_pathway_HER2_resistance
DP_PAT_00128	SSA_West	West	true	false	Female	52.9	IV	Luminal_A	Bone	CDK4_6_plus_endocrine	41	151	41	0	110	0.272	false	true	false	false	false	true	true	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00129	SSA_West	West	true	false	Female	66.5	IV	Basal_like	Lung	Chemo_only	91	126	77	14	49	0.55	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00130	SSA_West	West	true	false	Female	36.8	III	Basal_like	Brain	Chemo_plus_endocrine	68	69	48	20	21	0.539	false	false	false	true	false	false	true	false	true	false	false	None
DP_PAT_00131	SSA_West	West	true	false	Female	37.2	III	HER2_enriched	Liver	HER2_targeted	65	141	65	0	76	0.461	false	true	true	false	false	false	true	true	false	false	true	PI3K_pathway_HER2_resistance
DP_PAT_00132	SSA_West	West	true	false	Female	43.7	IV	HER2_enriched	Liver	CDK4_6_plus_endocrine	59	157	59	0	98	0.376	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00133	SSA_West	West	true	false	Female	24.3	IV	Luminal_B	Bone	CDK4_6_plus_endocrine	90	167	90	0	77	0.539	false	false	false	true	false	false	false	false	true	true	true	RB1_loss_CDK4_6_resistance
DP_PAT_00134	SSA_West	West	true	false	Female	48.1	III	Basal_like	Lung	Chemo_only	134	135	95	39	40	0.546	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00135	SSA_West	West	true	false	Female	58.5	II	Luminal_B	Bone	Chemo_plus_endocrine	88	120	84	4	36	0.677	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00136	SSA_West	West	true	false	Female	50.8	III	Luminal_A	Bone	Chemo_only	90	91	74	16	17	0.692	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00137	SSA_West	West	true	false	Female	32.3	III	Luminal_B	Bone	HER2_targeted	112	113	91	21	22	0.679	false	true	false	false	true	false	true	false	false	true	false	None
DP_PAT_00138	SSA_West	West	true	false	Female	25.2	II	Luminal_B	Liver	Chemo_only	91	92	74	17	18	0.679	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00139	SSA_West	West	true	false	Female	52.4	II	Basal_like	Other	Chemo_only	66	167	66	0	101	0.395	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00140	SSA_West	West	true	false	Female	57.7	III	Basal_like	Lung	Chemo_only	107	182	102	5	80	0.545	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00141	SSA_West	West	true	false	Female	63	II	Luminal_B	Bone	CDK4_6_plus_endocrine	100	120	89	11	31	0.679	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00142	SSA_West	West	true	false	Female	46.9	IV	Basal_like	Brain	Chemo_only	52	142	52	0	90	0.366	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00143	SSA_West	West	true	false	Female	30.6	IV	HER2_enriched	Bone	Chemo_only	81	142	81	0	61	0.57	false	false	true	false	false	false	false	true	false	true	false	None
DP_PAT_00144	SSA_West	West	true	false	Female	52.1	II	HER2_enriched	Brain	Chemo_only	93	94	70	23	24	0.598	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00145	SSA_West	West	true	false	Female	40.1	III	Luminal_A	Liver	Endocrine_only	94	100	79	15	21	0.687	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00146	SSA_West	West	true	false	Female	30.7	III	Luminal_B	Lung	Chemo_plus_endocrine	109	171	109	0	62	0.637	false	false	true	false	true	true	false	true	false	true	true	ESR1_mutation_acquired
DP_PAT_00147	SSA_West	West	true	false	Female	62.8	II	Basal_like	Bone	Chemo_only	85	136	78	7	58	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00148	SSA_West	West	true	false	Female	30.5	III	Basal_like	Liver	Chemo_only	78	118	69	9	49	0.543	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00149	SSA_West	West	true	false	Female	59.9	I	Basal_like	Lung	Chemo_only	85	86	60	25	26	0.541	false	false	false	false	false	false	false	true	false	false	false	None
DP_PAT_00150	SSA_West	West	true	false	Female	37.9	IV	Basal_like	Bone	Chemo_only	88	126	75	13	51	0.54	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00151	SSA_West	West	true	false	Female	54.1	II	Luminal_A	Bone	Endocrine_only	48	136	48	0	88	0.353	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00152	SSA_West	West	true	false	Female	56.9	I	Basal_like	Brain	Chemo_only	95	105	70	25	35	0.538	false	false	false	true	false	false	true	false	true	false	false	None
DP_PAT_00153	SSA_West	West	true	false	Female	57.4	IV	Basal_like	Bone	Chemo_only	49	63	39	10	24	0.534	false	false	false	false	false	false	false	false	true	false	true	TP53_mutation_chemo_resistance
DP_PAT_00154	SSA_West	West	true	false	Female	44	III	Basal_like	Bone	CDK4_6_plus_endocrine	77	127	72	5	55	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00155	SSA_West	West	true	false	Female	57.9	III	Luminal_B	Bone	HER2_targeted	69	147	69	0	78	0.469	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00156	SSA_West	West	true	false	Male	30.5	II	Basal_like	Lung	Chemo_only	54	82	48	6	34	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00157	SSA_West	West	true	false	Female	26.9	II	HER2_enriched	Brain	Chemo_only	75	157	75	0	82	0.478	false	true	true	true	false	false	true	true	true	false	false	None
DP_PAT_00158	SSA_West	West	true	false	Female	38.6	IV	Basal_like	Brain	Chemo_plus_endocrine	58	104	57	1	47	0.543	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00159	SSA_West	West	true	false	Female	56.4	III	Luminal_B	Liver	Chemo_plus_endocrine	60	157	60	0	97	0.382	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00160	SSA_West	West	true	false	Female	54	III	Basal_like	Lung	Chemo_plus_endocrine	139	140	99	40	41	0.55	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00161	SSA_West	West	true	false	Female	52.8	II	HER2_enriched	Liver	CDK4_6_plus_endocrine	92	150	90	2	60	0.592	false	false	true	true	true	true	false	true	true	true	false	None
DP_PAT_00162	SSA_West	West	true	false	Female	53.6	III	Basal_like	Liver	Chemo_only	60	66	44	16	22	0.537	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00163	SSA_West	West	true	false	Female	38.6	II	Luminal_B	Bone	Endocrine_only	99	129	92	7	37	0.676	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00164	SSA_West	West	true	false	Female	56.5	III	Basal_like	Liver	Chemo_only	112	113	79	33	34	0.541	false	false	false	true	false	true	false	false	true	true	false	None
DP_PAT_00165	SSA_West	West	true	false	Male	38.5	III	Basal_like	Brain	Chemo_only	88	89	62	26	27	0.539	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00166	SSA_West	West	true	false	Female	34.7	III	Basal_like	Bone	Chemo_only	121	153	97	24	56	0.548	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00167	SSA_West	West	true	false	Female	52.4	IV	Basal_like	Lung	Chemo_only	69	113	64	5	49	0.542	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00168	SSA_West	West	true	false	Female	40.3	III	Luminal_B	Bone	CDK4_6_plus_endocrine	53	128	53	0	75	0.414	false	false	false	true	false	true	false	false	true	false	true	ESR1_mutation_acquired
DP_PAT_00169	SSA_West	West	true	false	Female	33.6	III	Luminal_A	Bone	CDK4_6_plus_endocrine	104	108	87	17	21	0.696	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00170	SSA_West	West	true	false	Female	47.4	III	Luminal_A	Liver	Endocrine_only	52	113	52	0	61	0.46	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00171	SSA_West	West	true	false	Female	55.9	IV	Basal_like	Bone	CDK4_6_plus_endocrine	89	90	63	26	27	0.543	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00172	SSA_West	West	true	false	Female	46.3	III	Luminal_A	Bone	Endocrine_only	46	148	46	0	102	0.311	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00173	SSA_West	West	true	false	Female	38.9	II	Luminal_A	Bone	Endocrine_only	111	112	91	20	21	0.689	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00174	SSA_West	West	true	false	Female	49.2	II	Basal_like	Bone	CDK4_6_plus_endocrine	58	63	42	16	21	0.532	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00175	SSA_West	West	true	false	Female	63.9	IV	Luminal_A	Bone	HER2_targeted	67	109	67	0	42	0.615	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00176	SSA_West	West	true	false	Female	39.9	III	Luminal_A	Other	CDK4_6_plus_endocrine	73	135	73	0	62	0.541	false	true	false	false	false	false	true	false	false	true	true	RB1_loss_CDK4_6_resistance
DP_PAT_00177	SSA_West	West	true	false	Female	53.9	II	Basal_like	Bone	Chemo_only	72	147	72	0	75	0.49	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00178	SSA_West	West	true	false	Female	41	IV	Basal_like	Lung	Chemo_only	100	157	91	9	66	0.548	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00179	SSA_West	West	true	false	Female	46	II	Basal_like	Bone	Chemo_only	87	140	80	7	60	0.544	false	true	false	false	true	false	true	false	false	true	false	None
DP_PAT_00180	SSA_West	West	true	false	Female	56.8	IV	Basal_like	Brain	CDK4_6_plus_endocrine	75	123	70	5	53	0.547	false	false	false	false	false	false	false	false	true	false	false	None
DP_PAT_00181	SSA_West	West	true	false	Female	45.7	II	Luminal_A	Other	HER2_targeted	109	110	90	19	20	0.698	false	false	false	false	true	false	false	false	false	true	false	None
DP_PAT_00182	SSA_West	West	true	false	Female	53.6	IV	Luminal_A	Bone	CDK4_6_plus_endocrine	101	110	86	15	24	0.688	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00183	SSA_West	West	true	false	Female	49.2	IV	Basal_like	Liver	Chemo_only	87	90	62	25	28	0.539	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00184	SSA_West	West	true	false	Female	50.3	III	Basal_like	Liver	Chemo_only	79	171	79	0	92	0.462	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00185	SSA_West	West	true	false	Female	56.2	III	Luminal_A	Lung	Endocrine_only	57	88	57	0	31	0.648	false	false	false	false	false	true	false	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00186	SSA_West	West	true	false	Female	66.8	IV	Luminal_B	Brain	Chemo_plus_endocrine	54	122	54	0	68	0.443	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00187	SSA_West	West	true	false	Female	34.6	III	Luminal_A	Liver	Chemo_plus_endocrine	63	95	63	0	32	0.663	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00188	SSA_West	West	true	false	Female	40	III	Luminal_A	Lung	Chemo_only	32	142	32	0	110	0.225	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00189	SSA_West	West	true	false	Male	53.5	II	HER2_enriched	Liver	CDK4_6_plus_endocrine	87	118	76	11	42	0.589	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00190	SSA_West	West	true	false	Female	83.7	III	Luminal_B	Bone	Chemo_plus_endocrine	56	144	56	0	88	0.389	false	false	false	false	false	true	false	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00191	SSA_West	West	true	false	Female	56.9	III	Luminal_A	Bone	Endocrine_only	99	111	86	13	25	0.694	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00192	SSA_West	West	true	false	Female	69.8	IV	HER2_enriched	Lung	HER2_targeted	96	122	81	15	41	0.591	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00193	SSA_West	West	true	false	Female	34.4	III	HER2_enriched	Liver	HER2_targeted	66	96	60	6	36	0.588	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00194	SSA_West	West	true	false	Female	47.5	I	Basal_like	Bone	Chemo_only	70	147	70	0	77	0.476	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00195	SSA_West	West	true	false	Female	70.2	II	Basal_like	Lung	Chemo_only	100	140	85	15	55	0.548	false	false	false	true	true	true	false	false	true	true	false	None
DP_PAT_00196	SSA_West	West	true	false	Female	67.9	III	Basal_like	Lung	Chemo_only	49	116	49	0	67	0.422	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00197	SSA_West	West	true	false	Female	50.9	III	Basal_like	Bone	Chemo_only	92	112	72	20	40	0.545	false	false	false	true	false	false	true	false	true	false	false	None
DP_PAT_00198	SSA_West	West	true	false	Female	52.7	III	Basal_like	Liver	Endocrine_only	73	85	56	17	29	0.549	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00199	SSA_West	West	true	false	Female	53.3	II	HER2_enriched	Bone	HER2_targeted	74	163	74	0	89	0.454	false	false	true	false	false	false	false	true	true	false	false	None
DP_PAT_00200	SSA_West	West	true	false	Female	61.5	I	Basal_like	Liver	Chemo_plus_endocrine	60	162	60	0	102	0.37	false	false	true	true	false	false	false	true	true	false	false	None

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