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
55	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	23	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
64	95	2	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	100	Negative	95	Breast	White	Female	Dead	2,010	2,011	1	Dead
49	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Breast	Black	Female	Dead	2,010	2,010	0	Dead
86	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	4	Unknown	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	9	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	18	Negative	3	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	10	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
83	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	30	Negative	0	Diseases of Heart	White	Female	Dead	2,010	2,012	2	Dead
68	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	45	Negative	0	Alzheimers (ICD-9 and 10 only)	White	Female	Dead	2,010	2,014	4	Dead
43	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	5	Unknown	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	2	Unknown	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
68	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	12	Negative	17	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	3	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	70	Negative	17	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	10	Unknown	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
51	5	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	998	Unknown	24	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	28	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	14	Negative	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	4	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
78	2	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	19	Negative	5	Pancreas	White	Female	Dead	2,010	2,013	3	Dead
56	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	16	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
72	0	3	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	9	Alive	White	Male	Alive	2,010	2,016	6	Alive
53	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	50	Negative	1	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	40	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	2	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	1	Breast	White	Female	Dead	2,010	2,013	3	Dead
40	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	30	Negative	15	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	30	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
45	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	20	Negative	4	Breast	White	Female	Dead	2,010	2,013	3	Dead
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	11	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	23	Borderline	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Negative	7	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	98	1	Beam radiation	Yes	Radiation prior to surgery	Positive	Negative	180	Negative	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
59	0	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	16	Negative	1	Lung and Bronchus	White	Female	Dead	2,010	2,016	6	Alive
53	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	21	Negative	3	Alive	Black	Female	Alive	2,010	2,016	6	Alive
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	3	Negative	2	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	Negative	3	Unknown	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
48	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	30	Negative	1	Breast	Black	Female	Dead	2,010	2,011	1	Dead
47	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	25	Unknown	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
56	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	22	Positive	8	Alive	Unknown	Female	Alive	2,010	2,016	6	Alive
52	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	14	Alive	Unknown	Female	Alive	2,010	2,016	6	Alive
72	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	35	Negative	3	Breast	White	Female	Dead	2,010	2,014	4	Dead
75	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	25	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	21	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	13	Unknown	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
43	9	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	18	Unknown	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Positive	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	8	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	4	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	13	Negative	5	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	2	Positive	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	990	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	98	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	11	Negative	0	Chronic Obstructive Pulmonary Disease and Allied Cond	White	Female	Dead	2,010	2,012	2	Dead
47	4	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	28	Positive	11	Pneumonia and Influenza	White	Female	Dead	2,010	2,016	6	Alive
62	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
68	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	3	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
33	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	100	Unknown	2	Alive	White	Female	Alive	2,010	2,015	5	Alive
63	0	2	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	0	1	Radioactive implants (includes brachytherapy) (1988+)	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
98	12	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	23	Negative	14	Breast	White	Female	Dead	2,010	2,012	2	Dead
57	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	46	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	8	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	65	Negative	15	Breast	White	Female	Dead	2,010	2,016	6	Alive
70	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	26	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
38	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	56	Negative	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Borderline	Borderline	86	Positive	1	Breast	Black	Female	Dead	2,010	2,012	2	Dead
62	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	12	Negative	0	Breast	Black	Female	Dead	2,010	2,016	6	Alive
46	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	65	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
69	97	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	45	Negative	97	Alive	Black	Female	Alive	2,010	2,016	6	Alive
80	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	9	Negative	1	Hypertension without Heart Disease	Black	Female	Dead	2,010	2,013	3	Dead
61	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	27	Negative	1	Breast	White	Female	Dead	2,010	2,015	5	Dead
48	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	15	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
46	11	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	11	Negative	12	Alive	White	Female	Alive	2,010	2,016	6	Alive
77	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	20	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	27	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	17	Negative	15	Breast	White	Male	Dead	2,010	2,015	5	Dead
41	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	36	Negative	0	Aortic Aneurysm and Dissection	White	Female	Dead	2,010	2,010	0	Dead
81	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	15	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	4	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	22	Alive	White	Male	Alive	2,010	2,016	6	Alive
84	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
50	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	105	Positive	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	12	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	4	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	23	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	10	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Negative	3	Chronic Obstructive Pulmonary Disease and Allied Cond	Black	Female	Dead	2,010	2,016	6	Alive
65	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	20	Negative	1	Diabetes Mellitus	White	Female	Dead	2,010	2,010	0	Dead
60	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	2	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive

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