Split (1)

train · 50k rows

sample_id stringlengths 14 14	subtype stringclasses 3 values	population stringclasses 4 values	country stringclasses 15 values	age float64 25 85	BMI float64 15 50	stage stringclasses 4 values	grade float64 1 3 ⌀	tumor_size_cm float64 0.5 15 ⌀	histology stringclasses 3 values	ER_status stringclasses 2 values	PR_status stringclasses 2 values	HER2_status stringclasses 2 values	Ki67_percent float64 5 95 ⌀	parity int64 0 12	age_at_menarche int64 10 18	breastfeeding_months int64 0 48	HIV_status stringclasses 2 values	diabetes stringclasses 2 values	hypertension stringclasses 2 values	OS_1yr float64 0 1 ⌀	OS_3yr float64 0 1 ⌀	OS_5yr float64 0 1 ⌀	DFS_1yr float64 0 1 ⌀	DFS_3yr float64 0 1 ⌀	DFS_5yr float64 0 1 ⌀
SSA_TNBC_00300	healthy	West_Africa	Nigeria	56.5	26.9	null	null	null	null	null	null	null	null	4	15	20	negative	no	yes	null	null	null	null	null	null
SSA_TNBC_00301	ER_positive	East_Africa	Ethiopia	53.4	26.5	II	2	5.32	Mixed ductal and lobular	positive	positive	positive	49.9	0	14	0	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00302	ER_positive	East_Africa	Kenya	56.9	32.5	III	2	2.67	Invasive ductal carcinoma	positive	positive	negative	22.6	2	13	13	negative	yes	no	1	0	0	1	1	1
SSA_TNBC_00303	TNBC	West_Africa	Nigeria	55.5	25.4	III	3	3.3	Invasive ductal carcinoma	negative	negative	negative	46.3	2	16	14	negative	no	no	1	1	1	1	0	0
SSA_TNBC_00304	TNBC	African_American	USA	46.4	31.3	III	3	2.38	Invasive ductal carcinoma	negative	negative	negative	74.9	3	15	21	negative	no	yes	1	1	0	1	1	0
SSA_TNBC_00305	TNBC	East_Africa	Kenya	40.7	25.2	II	2	3.62	Invasive ductal carcinoma	negative	negative	negative	78	2	13	12	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00306	TNBC	East_Africa	Ethiopia	67	29.8	III	3	7.94	Invasive ductal carcinoma	negative	negative	negative	54.9	4	14	15	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00307	healthy	Southern_Africa	Zimbabwe	78.3	18.2	null	null	null	null	null	null	null	null	4	12	7	negative	no	no	null	null	null	null	null	null
SSA_TNBC_00308	TNBC	West_Africa	Ghana	52	33.8	III	3	1.91	Invasive lobular carcinoma	negative	negative	negative	32.2	1	15	14	negative	no	no	0	0	0	1	1	0
SSA_TNBC_00309	ER_positive	West_Africa	Mali	58	29.8	IV	3	5.57	Invasive ductal carcinoma	positive	positive	negative	22.1	4	15	23	negative	no	no	1	1	1	1	1	0
SSA_TNBC_00310	TNBC	West_Africa	Nigeria	52.4	21.3	II	3	5.79	Invasive ductal carcinoma	negative	negative	negative	45.3	4	15	25	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00311	TNBC	African_American	USA	43.7	25.2	II	3	9.93	Invasive lobular carcinoma	negative	negative	negative	73.8	5	17	9	negative	no	no	1	1	1	1	1	0
SSA_TNBC_00312	ER_positive	Southern_Africa	Namibia	73.9	21	III	3	5.3	Invasive lobular carcinoma	positive	positive	positive	46	2	15	20	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00313	TNBC	East_Africa	Kenya	63.3	28.7	III	3	3.24	Invasive ductal carcinoma	negative	negative	negative	42.7	2	14	6	positive	no	no	1	1	1	1	1	0
SSA_TNBC_00314	TNBC	West_Africa	Ghana	46.4	32.3	IV	3	7.13	Mixed ductal and lobular	negative	negative	negative	42.9	3	14	16	negative	no	no	1	1	0	1	0	0
SSA_TNBC_00315	ER_positive	East_Africa	Ethiopia	56	26.8	III	2	7.39	Invasive ductal carcinoma	positive	positive	negative	16.4	3	17	9	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00316	TNBC	East_Africa	Kenya	56.6	30.3	III	3	5.93	Mixed ductal and lobular	negative	negative	negative	52.4	4	13	28	negative	no	yes	1	1	0	1	1	0
SSA_TNBC_00317	TNBC	East_Africa	Uganda	66.1	28.8	IV	1	4.56	Invasive ductal carcinoma	negative	negative	negative	72.7	0	14	0	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00318	healthy	West_Africa	Ghana	60.3	19	null	null	null	null	null	null	null	null	1	17	13	negative	no	no	null	null	null	null	null	null
SSA_TNBC_00319	TNBC	West_Africa	Nigeria	58.8	19.8	II	3	5.04	Invasive ductal carcinoma	negative	negative	negative	75.1	5	14	17	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00320	TNBC	African_American	USA	57.1	31.7	IV	2	7.66	Invasive ductal carcinoma	negative	negative	negative	40.8	2	12	22	negative	no	yes	1	0	0	1	1	0
SSA_TNBC_00321	TNBC	East_Africa	Tanzania	54.5	16.5	II	3	3.97	Invasive ductal carcinoma	negative	negative	negative	19.4	5	13	19	positive	no	no	1	1	1	1	1	1
SSA_TNBC_00322	TNBC	West_Africa	Mali	56.6	20.8	II	3	4.53	Mixed ductal and lobular	negative	negative	negative	51.2	6	13	8	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00323	ER_positive	African_American	USA	69.6	38.4	IV	2	0.5	Mixed ductal and lobular	positive	negative	negative	17.9	2	14	9	negative	yes	yes	1	1	1	1	1	0
SSA_TNBC_00324	TNBC	East_Africa	Kenya	56	29.1	II	1	1.22	Invasive ductal carcinoma	negative	negative	negative	55.3	1	13	26	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00325	TNBC	Southern_Africa	Zimbabwe	49.6	15	II	3	3.02	Invasive ductal carcinoma	negative	negative	negative	40.5	5	17	16	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00326	healthy	West_Africa	Benin	83.4	20.1	null	null	null	null	null	null	null	null	3	15	15	negative	no	no	null	null	null	null	null	null
SSA_TNBC_00327	TNBC	African_American	USA	33.1	27.9	IV	1	5.56	Mixed ductal and lobular	negative	negative	negative	56.8	1	17	0	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00328	ER_positive	West_Africa	Mali	70.7	19.1	II	3	5.55	Invasive ductal carcinoma	positive	negative	negative	30.5	3	11	16	negative	no	yes	1	1	1	1	1	1
SSA_TNBC_00329	TNBC	African_American	USA	46.3	34.6	II	2	7.96	Invasive ductal carcinoma	negative	negative	negative	63.4	4	10	26	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00330	TNBC	Southern_Africa	Botswana	32.4	18.9	III	3	6.56	Invasive ductal carcinoma	negative	negative	negative	52.3	6	15	3	negative	no	no	1	0	0	1	1	1
SSA_TNBC_00331	TNBC	West_Africa	Nigeria	27.6	26.4	I	3	6.91	Invasive ductal carcinoma	negative	negative	negative	60.1	1	15	30	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00332	ER_positive	West_Africa	Mali	57.8	25.7	III	2	0.68	Invasive ductal carcinoma	positive	positive	negative	18.2	7	15	14	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00333	ER_positive	Southern_Africa	Botswana	84.7	36	III	2	4.39	Invasive ductal carcinoma	positive	positive	negative	6.5	5	16	25	negative	no	no	1	1	1	1	1	0
SSA_TNBC_00334	TNBC	West_Africa	Benin	74.1	21.5	I	3	8.78	Mixed ductal and lobular	negative	negative	negative	62	7	15	18	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00335	TNBC	West_Africa	Senegal	45.4	16.7	III	2	3.08	Invasive ductal carcinoma	negative	negative	negative	45.8	3	13	25	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00336	TNBC	East_Africa	Ethiopia	44.9	24.4	III	2	7.91	Invasive lobular carcinoma	negative	negative	negative	46.8	2	10	15	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00337	TNBC	West_Africa	Senegal	47.4	20	II	1	0.88	Mixed ductal and lobular	negative	negative	negative	13.2	3	15	28	negative	no	no	1	1	1	1	0	0
SSA_TNBC_00338	TNBC	East_Africa	Rwanda	54.6	28.4	III	2	5.57	Invasive ductal carcinoma	negative	negative	negative	45.3	4	14	18	negative	no	no	1	0	0	1	1	0
SSA_TNBC_00339	TNBC	East_Africa	Tanzania	75.3	19.6	IV	2	8.31	Invasive ductal carcinoma	negative	negative	negative	79.1	2	14	30	negative	yes	no	1	1	0	1	1	1
SSA_TNBC_00340	TNBC	West_Africa	Mali	63.6	29.7	II	3	2.19	Invasive ductal carcinoma	negative	negative	negative	80.3	3	14	8	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00341	ER_positive	West_Africa	Senegal	68	27.8	II	2	0.5	Invasive ductal carcinoma	positive	positive	positive	21.5	7	14	30	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00342	ER_positive	West_Africa	Ghana	63.3	27.8	II	2	1.72	Invasive ductal carcinoma	positive	positive	negative	39.6	6	14	23	negative	yes	yes	1	1	1	1	1	1
SSA_TNBC_00343	TNBC	African_American	USA	29.2	18	III	3	2.79	Invasive ductal carcinoma	negative	negative	negative	42.4	7	14	33	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00344	ER_positive	West_Africa	Nigeria	37	31.4	II	2	3.1	Invasive lobular carcinoma	positive	positive	negative	28.6	3	17	14	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00345	ER_positive	East_Africa	Uganda	50.9	25.7	III	3	8.27	Invasive ductal carcinoma	positive	positive	negative	22.3	4	15	9	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00346	TNBC	East_Africa	Tanzania	37.5	28.2	II	3	6	Mixed ductal and lobular	negative	negative	negative	64.9	8	15	10	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00347	ER_positive	Southern_Africa	Namibia	40.2	25.1	I	1	4.66	Invasive ductal carcinoma	positive	positive	negative	13.8	3	15	6	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00348	TNBC	West_Africa	Ghana	63.7	24.3	IV	2	5.55	Invasive ductal carcinoma	negative	negative	negative	57	1	16	28	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00349	TNBC	West_Africa	Senegal	49.3	23.6	III	3	6.46	Invasive ductal carcinoma	negative	negative	negative	52.7	6	12	15	negative	no	no	1	0	0	1	1	0
SSA_TNBC_00350	TNBC	East_Africa	Tanzania	41.9	23.6	IV	3	9.77	Invasive lobular carcinoma	negative	negative	negative	62.4	2	12	3	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00351	ER_positive	East_Africa	Tanzania	44.7	18.9	II	2	1.71	Mixed ductal and lobular	positive	positive	negative	21.5	2	16	2	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00352	TNBC	Southern_Africa	Namibia	60.9	25.5	III	3	5.64	Invasive ductal carcinoma	negative	negative	negative	53.3	3	12	20	negative	yes	no	1	1	0	1	1	1
SSA_TNBC_00353	TNBC	West_Africa	Ghana	51.4	26.9	III	3	6.89	Invasive ductal carcinoma	negative	negative	negative	37.8	2	13	20	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00354	TNBC	Southern_Africa	South Africa	34.3	23.5	III	2	8.01	Invasive ductal carcinoma	negative	negative	negative	42.8	1	16	21	positive	no	no	1	1	1	1	1	0
SSA_TNBC_00355	ER_positive	West_Africa	Nigeria	54.6	26.9	III	2	3.1	Invasive ductal carcinoma	positive	positive	negative	29.4	2	14	15	negative	no	yes	1	1	1	1	1	0
SSA_TNBC_00356	ER_positive	East_Africa	Kenya	82.6	40.8	III	2	0.5	Invasive ductal carcinoma	positive	positive	negative	16.9	4	14	17	negative	no	yes	1	1	1	1	1	1
SSA_TNBC_00357	TNBC	East_Africa	Tanzania	64.4	24.6	II	3	0.5	Invasive ductal carcinoma	negative	negative	negative	51.8	3	10	16	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00358	ER_positive	West_Africa	Nigeria	60.7	32.4	III	3	2.91	Invasive ductal carcinoma	positive	positive	positive	44.5	3	15	3	negative	no	no	1	0	0	1	1	1
SSA_TNBC_00359	TNBC	African_American	USA	56.5	43.3	IV	3	6.27	Invasive ductal carcinoma	negative	negative	negative	60.3	4	14	14	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00360	ER_positive	East_Africa	Ethiopia	54.7	33	III	3	1.19	Invasive ductal carcinoma	positive	negative	negative	5	7	16	20	negative	no	no	1	1	1	1	1	0
SSA_TNBC_00361	ER_positive	West_Africa	Nigeria	56.8	34.2	III	1	3.22	Invasive lobular carcinoma	positive	positive	positive	27.5	4	12	0	negative	no	yes	1	1	1	1	1	1
SSA_TNBC_00362	healthy	West_Africa	Benin	41.4	29.4	null	null	null	null	null	null	null	null	3	16	24	negative	no	no	null	null	null	null	null	null
SSA_TNBC_00363	ER_positive	Southern_Africa	South Africa	51.8	24.6	II	3	3.71	Invasive ductal carcinoma	positive	positive	negative	21.3	2	14	24	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00364	TNBC	Southern_Africa	Zimbabwe	57.9	34	III	3	8.83	Invasive lobular carcinoma	negative	negative	negative	29.6	0	18	0	negative	yes	no	1	0	0	1	1	0
SSA_TNBC_00365	ER_positive	West_Africa	Benin	77.2	22.6	II	2	2.41	Invasive ductal carcinoma	positive	positive	negative	21.5	5	18	27	negative	no	yes	1	1	1	1	1	1
SSA_TNBC_00366	TNBC	West_Africa	Senegal	56.2	39.5	II	2	0.5	Mixed ductal and lobular	negative	negative	negative	71.9	0	16	0	negative	yes	yes	1	1	0	1	1	0
SSA_TNBC_00367	TNBC	East_Africa	Ethiopia	63.7	29	IV	3	10.41	Invasive ductal carcinoma	negative	negative	negative	51.8	2	16	13	negative	no	no	1	1	0	1	0	0
SSA_TNBC_00368	TNBC	East_Africa	Rwanda	27.3	15	III	2	4.84	Invasive ductal carcinoma	negative	negative	negative	73.9	3	15	12	negative	no	no	1	1	0	1	0	0
SSA_TNBC_00369	ER_positive	West_Africa	Senegal	65.8	27	II	2	5.19	Invasive ductal carcinoma	positive	positive	negative	14	3	11	3	negative	no	yes	1	1	1	1	1	1
SSA_TNBC_00370	ER_positive	East_Africa	Ethiopia	64.1	28.1	III	3	5.12	Invasive ductal carcinoma	positive	positive	negative	25.5	3	13	13	negative	no	no	1	1	1	1	0	0
SSA_TNBC_00371	ER_positive	East_Africa	Kenya	50.7	20.8	III	3	5.61	Invasive ductal carcinoma	positive	positive	negative	34.3	7	13	15	negative	no	no	1	1	1	1	1	0
SSA_TNBC_00372	TNBC	West_Africa	Ghana	51.2	29.1	I	2	0.5	Invasive ductal carcinoma	negative	negative	negative	81.8	3	15	12	negative	no	yes	1	1	0	1	1	0
SSA_TNBC_00373	TNBC	West_Africa	Nigeria	68	22.5	II	3	5.74	Invasive ductal carcinoma	negative	negative	negative	55	4	14	26	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00374	ER_positive	West_Africa	Benin	65.1	29.8	II	3	0.5	Invasive ductal carcinoma	positive	positive	negative	30.7	1	15	27	negative	no	yes	1	1	1	1	1	1
SSA_TNBC_00375	TNBC	West_Africa	Benin	48.1	20.7	IV	3	11.16	Invasive ductal carcinoma	negative	negative	negative	62.7	0	18	0	negative	no	no	1	1	0	1	0	0
SSA_TNBC_00376	TNBC	African_American	USA	74	34.6	I	3	0.5	Invasive ductal carcinoma	negative	negative	negative	60.8	4	14	21	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00377	TNBC	West_Africa	Nigeria	52.3	25.7	IV	3	8.09	Invasive ductal carcinoma	negative	negative	negative	33.2	3	15	14	negative	no	yes	1	1	0	1	1	0
SSA_TNBC_00378	ER_positive	West_Africa	Senegal	78.2	24	III	1	1.8	Invasive ductal carcinoma	positive	positive	negative	37.8	5	14	13	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00379	TNBC	Southern_Africa	Botswana	47.4	18.4	III	3	6.7	Invasive ductal carcinoma	negative	negative	negative	59	1	15	16	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00380	TNBC	African_American	USA	52.5	30.3	III	3	6.97	Invasive lobular carcinoma	negative	negative	negative	30.8	4	16	11	negative	no	yes	1	1	0	1	1	0
SSA_TNBC_00381	ER_positive	Southern_Africa	Botswana	77.8	23.5	III	2	5.51	Invasive ductal carcinoma	positive	positive	negative	18.9	5	16	14	positive	no	yes	1	1	1	1	1	1
SSA_TNBC_00382	ER_positive	West_Africa	Benin	48.3	22.7	II	2	1.57	Invasive ductal carcinoma	positive	positive	negative	35.2	3	13	20	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00383	TNBC	East_Africa	Kenya	80.4	17.3	III	3	4.97	Mixed ductal and lobular	negative	negative	negative	80.9	3	13	11	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00384	TNBC	East_Africa	Kenya	43	25.9	III	3	0.85	Invasive lobular carcinoma	negative	negative	negative	74.2	2	16	22	negative	no	yes	1	1	1	1	1	0
SSA_TNBC_00385	TNBC	Southern_Africa	Namibia	60.1	30	II	3	0.5	Invasive ductal carcinoma	negative	negative	negative	51.9	2	12	27	negative	no	no	1	1	0	0	0	0
SSA_TNBC_00386	ER_positive	West_Africa	Senegal	66.5	29.2	III	2	0.5	Invasive ductal carcinoma	positive	positive	positive	48.5	2	14	11	negative	no	yes	1	1	1	1	1	1
SSA_TNBC_00387	TNBC	West_Africa	Senegal	38.5	22.1	II	3	3.82	Invasive ductal carcinoma	negative	negative	negative	65.1	4	14	15	negative	no	no	1	1	0	0	0	0
SSA_TNBC_00388	ER_positive	West_Africa	Ghana	41.7	25.1	II	2	6.68	Invasive ductal carcinoma	positive	positive	negative	29.2	3	13	20	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00389	TNBC	East_Africa	Uganda	36.7	23.3	II	3	2.43	Invasive ductal carcinoma	negative	negative	negative	33.6	4	11	19	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00390	TNBC	West_Africa	Senegal	49.6	29.6	III	3	5.75	Invasive ductal carcinoma	negative	negative	negative	44	5	12	19	negative	no	yes	1	1	0	1	1	0
SSA_TNBC_00391	ER_positive	East_Africa	Ethiopia	68.2	21.3	I	3	1.95	Invasive ductal carcinoma	positive	positive	negative	42.5	2	12	6	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00392	TNBC	East_Africa	Uganda	48.6	18.5	II	2	5.55	Invasive ductal carcinoma	negative	negative	negative	74.2	3	15	17	negative	no	no	1	1	1	1	1	1
SSA_TNBC_00393	ER_positive	Southern_Africa	South Africa	53.5	28.2	III	1	3.92	Invasive ductal carcinoma	positive	positive	negative	28.1	0	16	0	negative	no	yes	1	1	0	1	1	0
SSA_TNBC_00394	TNBC	African_American	USA	44.3	24.5	III	3	7.86	Mixed ductal and lobular	negative	negative	negative	43.5	3	13	34	negative	no	yes	1	1	0	1	1	1
SSA_TNBC_00395	TNBC	East_Africa	Rwanda	49.5	20	III	2	3.33	Mixed ductal and lobular	negative	negative	negative	52.5	4	15	21	negative	no	no	1	1	0	1	1	0
SSA_TNBC_00396	healthy	West_Africa	Mali	50.9	34.4	null	null	null	null	null	null	null	null	8	17	26	negative	yes	yes	null	null	null	null	null	null
SSA_TNBC_00397	TNBC	Southern_Africa	South Africa	46.5	22.1	IV	3	4.89	Mixed ductal and lobular	negative	negative	negative	31.1	3	15	25	negative	no	no	1	1	1	1	1	0
SSA_TNBC_00398	TNBC	West_Africa	Nigeria	39.7	25.7	IV	2	10.42	Invasive ductal carcinoma	negative	negative	negative	48.1	3	15	22	negative	no	no	1	1	0	1	1	1
SSA_TNBC_00399	ER_positive	West_Africa	Nigeria	50.1	26.8	II	3	2.6	Invasive ductal carcinoma	positive	negative	positive	37.9	4	10	18	negative	no	no	1	1	0	1	1	1

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