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
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	11	Negative	0	Other Cause of Death	White	Female	Dead	2,010	2,014	4	Dead
66	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	45	Negative	0	Breast	White	Female	Dead	2,010	2,012	2	Dead
65	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	100	Negative	3	Alive	Unknown	Female	Alive	2,010	2,016	6	Alive
62	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	1	Unknown	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
84	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Negative	9	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
42	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	24	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	28	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
87	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Breast	White	Female	Dead	2,010	2,011	1	Dead
82	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	15	Positive	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
42	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	55	Positive	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	95	Breast	White	Female	Dead	2,010	2,012	2	Dead
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	1	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	13	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	20	Negative	17	Alive	White	Female	Alive	2,010	2,016	6	Alive
68	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	44	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
90	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	16	Negative	14	Breast	Black	Female	Dead	2,010	2,011	1	Dead
69	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	30	Negative	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	6	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	30	Borderline	15	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	34	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	35	Negative	34	Other Cause of Death	White	Female	Dead	2,010	2,010	0	Dead
80	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	5	Negative	0	Alive	Black	Female	Alive	2,010	2,016	6	Alive
70	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	50	Negative	1	Breast	White	Female	Dead	2,010	2,014	4	Dead
67	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	5	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
39	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	43	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	14	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	28	Negative	10	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	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
55	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	7	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	4	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	10	Negative	5	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	Positive	10	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	25	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	2	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	25	Negative	6	Breast	White	Female	Dead	2,010	2,014	4	Dead
81	10	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	14	Breast	White	Female	Dead	2,010	2,012	2	Dead
80	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	60	Unknown	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	29	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
89	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	15	Negative	1	Chronic Obstructive Pulmonary Disease and Allied Cond	White	Female	Dead	2,010	2,014	4	Dead
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	19	Negative	1	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	4	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
84	98	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	5	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
88	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	21	Negative	3	Breast	White	Female	Dead	2,010	2,013	3	Dead
66	0	1	Radioactive implants (includes brachytherapy) (1988+)	Yes	Radiation after surgery	Positive	Negative	20	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	7	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	27	Negative	3	Accidents and Adverse Effects	White	Female	Dead	2,010	2,012	2	Dead
70	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	40	Negative	16	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	5	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	10	Alive	White	Female	Alive	2,010	2,015	5	Alive
29	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	9	Negative	16	Alive	White	Female	Alive	2,010	2,016	6	Alive
73	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	10	Unknown	10	Alive	White	Female	Alive	2,010	2,016	6	Alive
84	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	42	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	9	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	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	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	34	Unknown	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	48	Negative	3	Breast	White	Female	Dead	2,010	2,012	2	Dead
76	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	19	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	3	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
45	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	153	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	40	Negative	16	Breast	White	Female	Dead	2,010	2,010	0	Dead
53	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	20	Negative	1	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	Positive	7	Negative	0	Breast	White	Female	Dead	2,010	2,011	1	Dead
68	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
30	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Positive	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	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
66	0	2	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	3	Negative	4	Alive	Black	Female	Alive	2,010	2,016	6	Alive
64	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	1	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	15	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	22	Borderline	22	Alive	Black	Female	Alive	2,010	2,016	6	Alive
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
68	0	1	Beam radiation	No/Unknown	Radiation after surgery	Unknown	Unknown	5	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	23	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	26	Negative	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	10	Negative	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	22	Negative	17	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	8	Negative	1	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	20	Negative	2	Breast	Black	Female	Dead	2,010	2,014	4	Dead
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	30	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
30	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	34	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
60	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	29	Negative	19	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	Negative	42	Negative	5	Breast	White	Female	Dead	2,010	2,013	3	Dead
90	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	10	Negative	0	Diseases of Heart	White	Female	Dead	2,010	2,016	6	Alive
66	98	1	Beam radiation	No/Unknown	Radiation after surgery	Unknown	Unknown	7	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	13	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
60	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	32	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	48	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
81	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
68	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	25	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	14	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
84	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	26	Negative	1	Diseases of Heart	White	Female	Dead	2,010	2,016	6	Alive
77	8	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	55	Negative	20	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	11	Negative	23	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	19	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	10	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive

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