Split (1)

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
53	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Positive	3	Alive	Unknown	Female	Alive	2,010	2,016	6	Alive
93	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	8	Negative	0	Other Cause of Death	White	Female	Dead	2,010	2,012	2	Dead
67	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	70	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
77	2	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	23	Negative	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	4	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	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
38	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	13	Positive	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
49	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
36	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	40	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
94	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Unknown	21	Negative	0	Breast	White	Female	Dead	2,010	2,011	1	Dead
60	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	1	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	14	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
49	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	100	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
84	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	116	Borderline	0	Alzheimers (ICD-9 and 10 only)	White	Female	Dead	2,010	2,012	2	Dead
87	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	32	Negative	23	Hypertension without Heart Disease	White	Female	Dead	2,010	2,012	2	Dead
44	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	21	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	17	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	22	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
72	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	12	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	54	Negative	95	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	5	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	86	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	27	Negative	97	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	20	Negative	3	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	45	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	2	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	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
63	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	24	Unknown	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
71	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	32	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	19	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
48	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	19	Unknown	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	98	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Negative	0	Alive	White	Female	Alive	2,010	2,015	5	Alive
40	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	16	Unknown	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	14	Negative	12	Alive	Black	Female	Alive	2,010	2,016	6	Alive
73	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	33	Unknown	0	Diseases of Heart	Black	Female	Dead	2,010	2,014	4	Dead
38	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	20	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	17	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
42	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	9	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
77	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	20	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	4	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	72	Negative	11	Breast	White	Female	Dead	2,010	2,012	2	Dead
61	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	46	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	20	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	19	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	35	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	15	Negative	10	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	10	Unknown	0	Alive	White	Female	Alive	2,010	2,015	5	Alive
50	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	25	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	24	Negative	20	Cerebrovascular Diseases	White	Female	Dead	2,010	2,011	1	Dead
45	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	14	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	26	Negative	5	Cerebrovascular Diseases	Black	Female	Dead	2,010	2,013	3	Dead
89	0	3	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	48	Negative	2	Ovary	White	Female	Dead	2,010	2,014	4	Dead
43	0	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	46	Positive	95	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
81	17	2	Beam radiation	Yes	Radiation after surgery	Positive	Negative	75	Negative	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
42	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Breast	White	Female	Dead	2,010	2,015	5	Dead
50	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
41	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	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	9	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
71	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	22	Unknown	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	27	Unknown	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	Negative	Negative	9	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	0	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	90	Unknown	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	16	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	32	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	0	Positive	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	2	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	30	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	999	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
84	2	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	32	Negative	5	Breast	White	Female	Dead	2,010	2,014	4	Dead
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	40	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	1	2	Beam radiation	Yes	Radiation after surgery	Positive	Negative	24	Negative	5	Breast	White	Female	Dead	2,010	2,013	3	Dead
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	110	Negative	17	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	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	90	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
68	0	3	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
72	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	30	Negative	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
84	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	2	Chronic Obstructive Pulmonary Disease and Allied Cond	White	Female	Dead	2,010	2,014	4	Dead
43	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	17	Alive	White	Female	Alive	2,010	2,016	6	Alive
81	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	32	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
86	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	30	Negative	1	Chronic Obstructive Pulmonary Disease and Allied Cond	White	Female	Dead	2,010	2,015	5	Dead
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
67	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	35	Negative	0	Breast	Black	Male	Dead	2,010	2,011	1	Dead
52	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	5	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	14	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	16	Positive	16	Alive	White	Female	Alive	2,010	2,016	6	Alive
29	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	3	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive

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