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kimnamssya
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seer-dataset

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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
72	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	20	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
41	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
37	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	106	Positive	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
87	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	12	Negative	0	Other Cause of Death	White	Female	Dead	2,010	2,015	5	Dead
75	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
71	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	8	Positive	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
62	6	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	79	Negative	7	State DC not available or state DC available but no COD	Black	Female	Dead	2,010	2,013	3	Dead
57	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	20	Negative	18	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	1	2	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
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	23	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	17	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
28	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	46	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	1	Breast	White	Female	Dead	2,010	2,014	4	Dead
72	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	40	Negative	0	Breast	White	Female	Dead	2,010	2,011	1	Dead
54	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	5	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	12	Negative	4	Alive	Black	Female	Alive	2,010	2,016	6	Alive
75	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	23	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
78	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	40	Negative	95	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	0	Alive	Black	Female	Alive	2,010	2,016	6	Alive
64	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	0	Other Cause of Death	Black	Female	Dead	2,010	2,011	1	Dead
75	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	6	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	42	Negative	95	Breast	White	Female	Dead	2,010	2,013	3	Dead
79	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	45	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	44	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	24	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
84	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	23	Positive	4	Breast	White	Female	Dead	2,010	2,012	2	Dead
64	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	30	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	1	Diseases of Heart	White	Male	Dead	2,010	2,016	6	Alive
47	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	27	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	6	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	19	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	60	Negative	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
87	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	0	Diseases of Heart	White	Female	Dead	2,010	2,013	3	Dead
51	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	17	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	14	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	170	Positive	18	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	16	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	35	Negative	28	Pancreas	White	Female	Dead	2,010	2,011	1	Dead
56	12	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	38	Negative	12	Breast	White	Female	Dead	2,010	2,014	4	Dead
92	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	20	Negative	0	Other Cause of Death	White	Female	Dead	2,010	2,011	1	Dead
67	0	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	15	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	12	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	0	Chronic Obstructive Pulmonary Disease and Allied Cond	White	Female	Dead	2,010	2,014	4	Dead
72	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	21	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	65	Negative	26	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	22	Unknown	18	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	52	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	998	Positive	53	Breast	White	Female	Dead	2,010	2,012	2	Dead
63	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	15	Borderline	3	Colon excluding Rectum	White	Female	Dead	2,010	2,013	3	Dead
83	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	57	Negative	0	Other Cause of Death	White	Female	Dead	2,010	2,011	1	Dead
81	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	26	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	30	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	39	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Negative	39	Breast	White	Female	Dead	2,010	2,014	4	Dead
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
77	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	17	Positive	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
68	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	40	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	12	Borderline	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	990	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
69	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	2	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	13	Negative	5	Breast	Black	Female	Dead	2,010	2,011	1	Dead
80	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	19	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	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
75	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	22	Positive	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	30	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	17	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	114	Unknown	0	Breast	White	Female	Dead	2,010	2,011	1	Dead
36	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Positive	50	Positive	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	19	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	98	1	Beam radiation	Yes	Radiation prior to surgery	Positive	Positive	110	Negative	0	Breast	White	Female	Dead	2,010	2,011	1	Dead
48	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	75	Unknown	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	22	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Negative	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
39	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	16	Positive	11	Alive	Black	Female	Alive	2,010	2,016	6	Alive
80	3	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	15	Negative	13	State DC not available or state DC available but no COD	White	Female	Dead	2,010	2,013	3	Dead
61	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	23	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	20	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	12	Negative	28	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	2	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
89	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	50	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	150	Negative	0	Diseases of Heart	White	Female	Dead	2,010	2,012	2	Dead
76	1	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	35	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Unknown	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	5	Positive	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
27	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	21	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	27	Borderline	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
89	9	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	33	Negative	9	Breast	White	Female	Dead	2,010	2,011	1	Dead
88	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	97	Negative	0	Lung and Bronchus	White	Female	Dead	2,010	2,013	3	Dead
76	11	2	Beam radiation	Yes	Radiation after surgery	Positive	Negative	60	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	3	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	3	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	30	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
29	3	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	25	Negative	3	Breast	Black	Female	Dead	2,010	2,014	4	Dead
71	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	2	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	30	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	23	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	17	Positive	32	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	11	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	37	Negative	12	Other Cause of Death	White	Female	Dead	2,010	2,013	3	Dead
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	5	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	100	Negative	5	Diseases of Heart	Black	Female	Dead	2,010	2,011	1	Dead
63	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	2	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive