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LangAGI-Lab
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train · 35.3k rows

Age at diagnosis int64 2 99	Regional nodes positive (1988+) int64 0 99	Total number of in situ/malignant tumors for patient int64 1 4	Radiation recode stringclasses 6 values	Chemotherapy recode stringclasses 2 values	Radiation sequence with surgery stringclasses 7 values	ER Status Recode Breast Cancer (1990+) stringclasses 4 values	PR Status Recode Breast Cancer (1990+) stringclasses 4 values	CS tumor size (2004-2015) stringclasses 193 values	Derived HER2 Recode (2010+) stringclasses 4 values	Regional nodes examined (1988+) int64 0 99	COD to site recode stringclasses 61 values	Race recode stringclasses 3 values	Sex stringclasses 2 values	Vital status recode (study cutoff used) stringclasses 2 values	Diagnosis_year int64 2.01k 2.02k	Last_fu _year int64 2.01k 2.02k	interva_years int64 0 6	stutus_5_years stringclasses 2 values
78	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	30	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	10	Negative	7	Alive	Black	Female	Alive	2,010	2,016	6	Alive
42	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	14	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	0	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	6	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	30	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
37	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	30	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	4	Negative	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	26	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
38	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	14	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	30	Positive	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	2	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
39	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	64	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	3	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	47	Negative	15	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	55	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	22	Negative	3	Miscellaneous Malignant Cancer	White	Female	Dead	2,010	2,012	2	Dead
45	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	3	Ovary	White	Female	Dead	2,010	2,015	5	Dead
62	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	999	Negative	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
79	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	21	Positive	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	32	Positive	2	Alive	White	Female	Alive	2,010	2,015	5	Alive
50	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	36	Negative	0	Breast	White	Female	Dead	2,010	2,013	3	Dead
95	5	1	Beam radiation	No/Unknown	Radiation after surgery	Unknown	Unknown	55	Unknown	12	Diseases of Heart	White	Female	Dead	2,010	2,011	1	Dead
54	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	90	Positive	15	Alive	White	Female	Alive	2,010	2,015	5	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Unknown	Unknown	2	Unknown	3	Breast	White	Female	Dead	2,010	2,015	5	Dead
80	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	40	Negative	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
63	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	3	Esophagus	White	Female	Dead	2,010	2,012	2	Dead
49	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	32	Negative	4	Breast	Black	Female	Dead	2,010	2,013	3	Dead
44	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	60	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	18	Negative	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	6	Alive	Black	Female	Alive	2,010	2,016	6	Alive
59	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	15	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
80	4	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	52	Negative	19	Breast	White	Female	Dead	2,010	2,015	5	Dead
51	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	55	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	26	Negative	15	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	30	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Positive	0	Breast	White	Female	Dead	2,010	2,013	3	Dead
37	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	23	Negative	13	Alive	White	Female	Alive	2,010	2,015	5	Alive
92	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	20	Negative	0	Breast	Black	Female	Dead	2,010	2,011	1	Dead
58	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	45	Negative	12	Other Cause of Death	Black	Female	Dead	2,010	2,011	1	Dead
70	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	25	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
34	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	18	Negative	20	Alive	Black	Female	Alive	2,010	2,016	6	Alive
72	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	22	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Positive	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	19	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
86	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	110	Positive	11	Alive	Black	Female	Alive	2,010	2,016	6	Alive
78	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	2	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	22	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
83	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Diseases of Heart	White	Female	Dead	2,010	2,011	1	Dead
59	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	32	Negative	0	Breast	White	Female	Dead	2,010	2,016	6	Alive
47	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
81	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	3	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	61	Negative	5	Breast	Black	Female	Dead	2,010	2,014	4	Dead
59	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	40	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	12	Positive	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	4	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	2	Cerebrovascular Diseases	White	Female	Dead	2,010	2,010	0	Dead
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	57	Negative	12	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	9	Positive	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	14	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
39	0	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	45	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Intraoperative radiation	Positive	Positive	19	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
95	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	0	Alzheimers (ICD-9 and 10 only)	White	Female	Dead	2,010	2,011	1	Dead
65	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
30	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	5	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	10	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
94	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	0	Aortic Aneurysm and Dissection	White	Female	Dead	2,010	2,015	5	Dead
29	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	60	Negative	98	Alive	White	Female	Alive	2,010	2,016	6	Alive
37	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	21	Negative	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	37	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	14	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	0	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	25	Negative	3	Colon excluding Rectum	White	Female	Dead	2,010	2,014	4	Dead
54	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	13	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	12	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	27	Positive	27	Alive	White	Female	Alive	2,010	2,016	6	Alive
92	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	20	Negative	14	Diseases of Heart	White	Female	Dead	2,010	2,014	4	Dead
84	7	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	13	Negative	11	Breast	White	Female	Dead	2,010	2,012	2	Dead
35	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	25	Positive	22	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	5	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	30	Positive	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	7	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
38	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	35	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	5	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Positive	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
72	3	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	60	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Borderline	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
72	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	40	Negative	20	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	6	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
93	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	12	Unknown	0	Pneumonia and Influenza	White	Female	Dead	2,010	2,014	4	Dead
47	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	8	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive

Subsets and Splits