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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
55	1	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	27	Negative	12	Breast	White	Female	Dead	2,010	2,013	3	Dead
65	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	18	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	10	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	4	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
83	95	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	20	Positive	95	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	11	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	1	Unknown	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	0	Negative	0	State DC not available or state DC available but no COD	White	Female	Dead	2,010	2,010	0	Dead
86	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
86	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	15	Borderline	0	Other Cause of Death	White	Female	Dead	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	20	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	14	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	25	Negative	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	14	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
26	4	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	45	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	8	Negative	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	36	Negative	34	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	18	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
72	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	20	Positive	6	Alive	Black	Female	Alive	2,010	2,016	6	Alive
52	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	60	Negative	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
69	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	22	Negative	3	Alive	White	Male	Alive	2,010	2,016	6	Alive
68	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	21	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	39	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Negative	39	Alive	White	Male	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	18	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
71	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
65	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	12	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Septicemia	White	Female	Dead	2,010	2,013	3	Dead
76	13	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	60	Positive	13	Ovary	White	Female	Dead	2,010	2,016	6	Alive
69	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	27	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
89	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	70	Unknown	0	Breast	White	Female	Dead	2,010	2,012	2	Dead
62	15	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	32	Negative	16	Alive	White	Female	Alive	2,010	2,016	6	Alive
69	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	16	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	12	Unknown	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	3	Unknown	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	20	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	12	Unknown	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	19	Positive	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
38	0	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	18	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	17	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	6	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	5	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	12	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	6	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
72	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	1	Diabetes Mellitus	White	Female	Dead	2,010	2,014	4	Dead
71	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	5	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	15	Positive	12	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	11	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	1	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	29	Negative	6	Chronic Liver Disease and Cirrhosis	White	Female	Dead	2,010	2,016	6	Alive
70	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	55	Positive	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	12	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	1	Pancreas	White	Female	Dead	2,010	2,016	6	Alive
35	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	12	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	13	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	33	Negative	17	Diseases of Heart	Black	Female	Dead	2,010	2,013	3	Dead
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
90	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	25	Positive	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Negative	0	Breast	White	Female	Dead	2,010	2,015	5	Dead
45	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	21	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	9	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	50	Negative	10	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	5	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	50	Negative	2	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	25	Negative	5	Breast	White	Female	Dead	2,010	2,013	3	Dead
69	1	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	12	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	22	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
41	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	22	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	32	Negative	11	Breast	White	Female	Dead	2,010	2,012	2	Dead
79	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	90	Negative	1	Breast	Black	Female	Dead	2,010	2,011	1	Dead
32	3	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	37	Negative	23	Breast	Black	Female	Dead	2,010	2,013	3	Dead
77	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	21	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
77	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	9	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
46	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
41	21	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	40	Negative	23	Alive	Black	Female	Alive	2,010	2,016	6	Alive
85	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Unknown	0	Alive	Black	Female	Alive	2,010	2,016	6	Alive
73	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	40	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	990	Unknown	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	17	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	24	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	18	Negative	18	Alive	White	Female	Alive	2,010	2,016	6	Alive
87	13	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	40	Negative	13	Breast	White	Female	Dead	2,010	2,011	1	Dead
48	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	40	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
33	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	24	Negative	20	Alive	White	Female	Alive	2,010	2,016	6	Alive
42	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	17	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	30	Negative	6	Breast	White	Female	Dead	2,010	2,013	3	Dead
87	3	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	45	Negative	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
28	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	13	Negative	6	Alive	White	Female	Alive	2,010	2,015	5	Alive
53	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	6	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
41	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	45	Negative	10	Alive	White	Female	Alive	2,010	2,016	6	Alive