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
54	9	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	6	Negative	21	Breast	Black	Female	Dead	2,010	2,015	5	Dead
95	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	0	Diseases of Heart	White	Female	Dead	2,010	2,013	3	Dead
36	2	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	21	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	Positive	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	3	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	28	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	4	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
94	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	38	Unknown	15	Other Cause of Death	White	Female	Dead	2,010	2,011	1	Dead
83	0	2	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
62	17	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	14	Negative	22	Alive	White	Male	Alive	2,010	2,016	6	Alive
45	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	1	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
33	3	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	22	Negative	15	Breast	White	Female	Dead	2,010	2,012	2	Dead
44	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	17	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	20	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	4	Unknown	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
83	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	50	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	40	Negative	6	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	Positive	16	Negative	2	Alive	White	Male	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	40	Negative	2	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	Negative	42	Positive	0	Breast	Black	Female	Dead	2,010	2,010	0	Dead
76	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	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	40	Positive	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
69	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	990	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	20	Negative	17	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	35	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	7	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Negative	13	Breast	Black	Female	Dead	2,010	2,015	5	Dead
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	30	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
81	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	16	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Breast	White	Female	Dead	2,010	2,013	3	Dead
72	0	2	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	10	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	7	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	20	Negative	9	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	Positive	8	Negative	1	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	8	Positive	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	Unknown	Unknown	990	Unknown	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	18	Positive	10	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	18	Alive	Black	Female	Alive	2,010	2,016	6	Alive
48	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	21	Positive	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	999	Positive	27	Alive	Black	Female	Alive	2,010	2,016	6	Alive
76	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	15	Negative	12	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	Positive	14	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
69	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
68	8	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	16	Negative	12	Alive	White	Male	Alive	2,010	2,016	6	Alive
78	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	23	Negative	0	Alive	Unknown	Female	Alive	2,010	2,016	6	Alive
52	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	8	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Positive	2	Unknown	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	7	2	Beam radiation	Yes	Radiation after surgery	Positive	Negative	31	Negative	7	Breast	White	Female	Dead	2,010	2,013	3	Dead
64	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	2	Chronic Obstructive Pulmonary Disease and Allied Cond	White	Female	Dead	2,010	2,012	2	Dead
79	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	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
67	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	State DC not available or state DC available but no COD	White	Female	Dead	2,010	2,012	2	Dead
62	0	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	38	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	21	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	5	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	83	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
77	10	1	Beam radiation	No/Unknown	Radiation before and after surgery	Positive	Negative	28	Positive	18	Breast	White	Female	Dead	2,010	2,012	2	Dead
64	0	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	82	Negative	4	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	8	Negative	4	State DC not available or state DC available but no COD	White	Female	Dead	2,010	2,013	3	Dead
52	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
55	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	18	Negative	1	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	Positive	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
78	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	3	Unknown	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
72	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	2	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	25	Negative	4	Breast	Black	Female	Dead	2,010	2,011	1	Dead
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	16	Negative	3	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	11	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	0	2	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	16	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	99	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Alive	White	Female	Alive	2,010	2,016	6	Alive
87	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	3	Unknown	1	Diseases of Heart	White	Female	Dead	2,010	2,013	3	Dead
57	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	990	Unknown	6	Alive	Black	Female	Alive	2,010	2,016	6	Alive
53	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	21	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
61	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	60	Negative	95	Alive	White	Female	Alive	2,010	2,016	6	Alive
41	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	72	Positive	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	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
46	20	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	66	Negative	27	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	10	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	45	Positive	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
86	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Diseases of Heart	White	Female	Dead	2,010	2,015	5	Dead
49	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
83	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	24	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	50	Negative	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	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	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	1	Unknown	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	80	Negative	1	Alive	Black	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	Cerebrovascular Diseases	White	Male	Dead	2,010	2,010	0	Dead
58	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	27	Negative	8	Breast	Black	Female	Dead	2,010	2,015	5	Dead
41	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	45	Negative	10	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	18	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	50	Negative	24	Breast	Black	Female	Dead	2,010	2,011	1	Dead
59	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	36	Negative	95	Breast	White	Female	Dead	2,010	2,013	3	Dead
63	0	1	Radioactive implants (includes brachytherapy) (1988+)	Yes	Intraoperative rad with other rad before/after surgery	Positive	Positive	6	Negative	1	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	Positive	12	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	998	Negative	97	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	35	Negative	6	Breast	White	Female	Dead	2,010	2,015	5	Dead

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