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	3	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	25	Positive	14	Alive	White	Female	Alive	2,011	2,016	5	Alive
59	3	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	36	Negative	19	Alive	White	Female	Alive	2,011	2,016	5	Alive
54	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	1	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
89	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Positive	17	Negative	1	Alive	White	Female	Alive	2,011	2,016	5	Alive
45	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	46	Negative	0	Breast	White	Female	Dead	2,010	2,014	4	Dead
58	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	990	Unknown	1	Alive	White	Female	Alive	2,011	2,016	5	Alive
72	0	2	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
71	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
71	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	14	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	14	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	1	Alive	White	Female	Alive	2,011	2,016	5	Alive
76	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	11	Negative	0	Breast	Black	Female	Dead	2,010	2,014	4	Dead
52	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	1	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	48	Negative	0	Diseases of Heart	Black	Female	Dead	2,013	2,014	1	Dead
82	4	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	21	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	Positive	15	Negative	8	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	10	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	15	Negative	2	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	Positive	12	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
71	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	29	Alive	Black	Female	Alive	2,010	2,016	6	Alive
69	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	14	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	17	Alive	White	Female	Alive	2,010	2,016	6	Alive
37	95	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	25	Positive	95	Breast	White	Female	Dead	2,010	2,012	2	Dead
82	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	24	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
96	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	90	Negative	2	Breast	White	Female	Dead	2,010	2,012	2	Dead
41	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	32	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	21	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	Radioactive implants (includes brachytherapy) (1988+)	Yes	Radiation after surgery	Positive	Negative	15	Negative	1	Alive	Black	Female	Alive	2,010	2,015	5	Alive
67	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	13	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	10	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	130	Negative	10	Alive	Black	Female	Alive	2,010	2,016	6	Alive
64	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	13	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	2	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	38	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	19	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	1	Alive	Unknown	Female	Alive	2,010	2,016	6	Alive
70	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	12	Negative	12	Alive	Black	Female	Alive	2,010	2,016	6	Alive
86	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
79	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	1	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	52	Negative	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	23	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	3	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	999	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
68	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	100	Negative	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
54	10	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	56	Negative	13	Alive	Black	Female	Alive	2,010	2,016	6	Alive
47	11	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	120	Borderline	21	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	150	Borderline	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
48	2	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	54	Negative	22	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	5	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	50	Negative	12	Alive	Black	Female	Alive	2,010	2,016	6	Alive
66	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	33	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
73	0	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	35	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	1	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
92	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	8	Negative	0	Alzheimers (ICD-9 and 10 only)	Black	Female	Dead	2,010	2,015	5	Dead
55	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	1	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	14	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	17	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
36	0	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	13	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	990	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
87	98	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	35	Negative	0	Miscellaneous Malignant Cancer	White	Female	Dead	2,010	2,010	0	Dead
45	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	2	Positive	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	70	Negative	21	Diseases of Heart	Black	Female	Dead	2,010	2,015	5	Dead
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	20	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	23	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	0	2	Beam radiation	Yes	Radiation after surgery	Positive	Negative	13	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
72	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	13	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	4	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	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
80	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	50	Negative	0	Breast	Black	Female	Dead	2,010	2,014	4	Dead
75	2	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	26	Negative	8	Alive	Black	Female	Alive	2,010	2,016	6	Alive
64	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	72	Negative	10	Alive	Black	Female	Alive	2,010	2,016	6	Alive
66	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	19	Negative	17	Alive	Black	Female	Alive	2,010	2,016	6	Alive
74	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	9	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
57	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	45	Positive	12	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	5	Negative	11	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	9	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
42	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	990	Negative	15	Alive	White	Female	Alive	2,010	2,016	6	Alive
90	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Diseases of Heart	Unknown	Female	Dead	2,010	2,016	6	Alive
72	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	20	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
41	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	37	Positive	15	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	991	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	0	1	Beam radiation	Yes	Radiation before and after surgery	Negative	Negative	28	Negative	6	Breast	White	Female	Dead	2,010	2,014	4	Dead
70	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	32	Positive	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Negative	8	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	40	Negative	3	Breast	Black	Female	Dead	2,010	2,015	5	Dead
74	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	56	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	1	Breast	White	Female	Dead	2,010	2,013	3	Dead
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	4	Negative	2	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	21	Negative	4	Diseases of Heart	White	Female	Dead	2,010	2,016	6	Alive
69	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	19	Negative	12	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	18	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive

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