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kimnamssya
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seer-dataset

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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
25	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	84	Negative	0	Breast	Black	Female	Dead	2,014	2,015	1	Dead
59	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	95	Breast	Black	Female	Dead	2,014	2,014	0	Dead
49	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	42	Negative	12	Breast	Black	Female	Dead	2,014	2,015	1	Dead
94	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Breast	Black	Female	Dead	2,013	2,013	0	Dead
56	95	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	29	Negative	95	Breast	Black	Female	Dead	2,014	2,016	2	Dead
67	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	0	Breast	White	Female	Dead	2,015	2,015	0	Dead
80	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	12	Negative	4	Other Cause of Death	White	Female	Dead	2,014	2,016	2	Dead
55	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	57	Negative	0	Breast	White	Female	Dead	2,013	2,015	2	Dead
82	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	31	Negative	0	Diseases of Heart	White	Female	Dead	2,014	2,015	1	Dead
42	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	17	Negative	1	Breast	Black	Female	Dead	2,014	2,015	1	Dead
93	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Breast	Black	Female	Dead	2,014	2,014	0	Dead
55	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	74	Positive	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
55	3	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	999	Positive	21	Alive	White	Female	Alive	2,011	2,016	5	Alive
41	2	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	90	Negative	8	Soft Tissue including Heart	Black	Female	Dead	2,014	2,016	2	Dead
91	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	93	Unknown	0	Breast	White	Female	Dead	2,013	2,013	0	Dead
90	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	White	Female	Dead	2,013	2,013	0	Dead
59	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	49	Negative	95	Breast	Black	Female	Dead	2,014	2,015	1	Dead
68	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	55	Negative	95	Breast	White	Female	Dead	2,014	2,014	0	Dead
55	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	33	Negative	0	State DC not available or state DC available but no COD	White	Female	Dead	2,014	2,015	1	Dead
72	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	37	Negative	1	Other Cause of Death	White	Female	Dead	2,014	2,016	2	Dead
73	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	30	Borderline	3	Diseases of Heart	Black	Female	Dead	2,014	2,015	1	Dead
61	4	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	66	Negative	9	Breast	Black	Female	Dead	2,014	2,016	2	Dead
89	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	27	Unknown	99	Breast	Black	Female	Dead	2,013	2,013	0	Dead
46	11	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	55	Negative	23	Breast	White	Female	Dead	2,015	2,016	1	Dead
68	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	25	Negative	0	Diseases of Heart	Black	Female	Dead	2,014	2,015	1	Dead
66	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	150	Negative	95	Breast	White	Female	Dead	2,014	2,016	2	Dead
40	8	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	80	Negative	9	Breast	Black	Female	Dead	2,015	2,016	1	Dead
67	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	49	Negative	95	Breast	Black	Female	Dead	2,014	2,015	1	Dead
79	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	26	Negative	0	Breast	White	Female	Dead	2,015	2,016	1	Dead
59	2	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	40	Negative	30	Breast	Black	Female	Dead	2,010	2,013	3	Dead
63	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Negative	999	Negative	0	Breast	White	Female	Dead	2,014	2,014	0	Dead
61	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	90	Negative	3	Breast	White	Female	Dead	2,014	2,016	2	Dead
67	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	11	Negative	96	Other Digestive Organs	White	Female	Dead	2,014	2,015	1	Dead
87	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	70	Unknown	0	Alzheimers (ICD-9 and 10 only)	Black	Female	Dead	2,013	2,013	0	Dead
74	98	1	Beam radiation	No/Unknown	Radiation after surgery	Unknown	Unknown	999	Unknown	0	Breast	White	Female	Dead	2,013	2,015	2	Dead
59	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	49	Negative	0	Breast	White	Female	Dead	2,014	2,015	1	Dead
77	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	16	Negative	5	Breast	White	Female	Dead	2,015	2,016	1	Dead
39	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	3	Miscellaneous Malignant Cancer	Black	Female	Dead	2,015	2,016	1	Dead
74	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	20	Negative	3	Septicemia	White	Female	Dead	2,015	2,015	0	Dead
94	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	63	Positive	0	Breast	White	Female	Dead	2,015	2,015	0	Dead
56	0	2	Beam radiation	Yes	Radiation after surgery	Positive	Negative	11	Positive	1	Chronic Liver Disease and Cirrhosis	Black	Female	Dead	2,015	2,016	1	Dead
58	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	47	Positive	0	Breast	Black	Female	Dead	2,014	2,015	1	Dead
93	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Other Cause of Death	White	Female	Dead	2,012	2,014	2	Dead
30	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	11	Positive	95	Breast	Black	Female	Dead	2,014	2,016	2	Dead
67	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Borderline	0	Diseases of Heart	White	Female	Dead	2,015	2,015	0	Dead
55	4	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	62	Negative	6	Breast	White	Female	Dead	2,014	2,016	2	Dead
69	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	Black	Female	Dead	2,012	2,013	1	Dead
66	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	29	Negative	0	Breast	White	Female	Dead	2,015	2,015	0	Dead
69	2	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	18	Negative	10	Breast	Black	Female	Dead	2,014	2,016	2	Dead
70	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	80	Positive	0	Breast	Black	Female	Dead	2,014	2,015	1	Dead
60	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	50	Negative	95	Breast	Black	Female	Dead	2,014	2,015	1	Dead
67	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	150	Positive	0	Breast	Black	Female	Dead	2,014	2,014	0	Dead
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	17	Negative	0	Accidents and Adverse Effects	White	Female	Dead	2,015	2,016	1	Dead
58	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	19	Negative	5	Diseases of Heart	Black	Female	Dead	2,015	2,016	1	Dead
71	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	80	Negative	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
85	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Positive	999	Positive	95	Breast	Black	Female	Dead	2,015	2,016	1	Dead
72	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	8	Negative	0	Diseases of Heart	White	Female	Dead	2,014	2,015	1	Dead
65	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	20	Negative	2	Other Cause of Death	Black	Female	Dead	2,015	2,016	1	Dead
75	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	999	Negative	0	Breast	White	Female	Dead	2,014	2,014	0	Dead
38	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	42	Unknown	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
39	27	1	Beam radiation	Yes	Radiation after surgery	Negative	Positive	180	Negative	29	Breast	White	Female	Dead	2,015	2,016	1	Dead
60	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	10	Negative	4	Breast	White	Female	Dead	2,014	2,015	1	Dead
63	2	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	27	Negative	3	Breast	White	Female	Dead	2,014	2,015	1	Dead
41	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	998	Negative	17	Breast	Black	Female	Dead	2,014	2,016	2	Dead
64	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	27	Negative	0	Breast	White	Female	Dead	2,015	2,015	0	Dead
74	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	50	Negative	0	Breast	White	Female	Dead	2,015	2,016	1	Dead
48	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	993	Negative	0	Other Cause of Death	White	Female	Dead	2,015	2,016	1	Dead
42	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	30	Negative	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
48	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	32	Negative	0	Breast	White	Female	Dead	2,015	2,015	0	Dead
91	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	40	Negative	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
67	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	58	Positive	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
72	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Breast	Black	Female	Dead	2,014	2,014	0	Dead
46	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Miscellaneous Malignant Cancer	White	Female	Dead	2,014	2,015	1	Dead
79	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Lung and Bronchus	Black	Female	Dead	2,014	2,014	0	Dead
92	99	1	Refused (1988+)	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Other Cause of Death	White	Female	Dead	2,014	2,014	0	Dead
67	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	89	Negative	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
87	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	40	Negative	95	Alzheimers (ICD-9 and 10 only)	Black	Female	Dead	2,015	2,016	1	Dead
76	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	80	Negative	1	Breast	Black	Female	Dead	2,015	2,016	1	Dead
39	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	50	Negative	1	Alive	White	Female	Alive	2,011	2,016	5	Alive
75	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	55	Positive	0	State DC not available or state DC available but no COD	White	Female	Dead	2,015	2,016	1	Dead
74	95	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	999	Positive	95	Diabetes Mellitus	Black	Female	Dead	2,015	2,015	0	Dead
53	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	23	Negative	1	Breast	Black	Female	Dead	2,015	2,016	1	Dead
56	98	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	23	Negative	0	Breast	White	Female	Dead	2,015	2,015	0	Dead
66	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	35	Positive	11	Breast	White	Female	Dead	2,015	2,016	1	Dead
52	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	170	Negative	95	Breast	Black	Female	Dead	2,015	2,016	1	Dead
52	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	70	Borderline	0	Breast	Black	Female	Dead	2,014	2,015	1	Dead
35	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	40	Negative	2	Breast	Black	Female	Dead	2,015	2,016	1	Dead
41	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	0	Breast	White	Female	Dead	2,015	2,016	1	Dead
68	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	31	Negative	95	Diseases of Heart	Black	Female	Dead	2,015	2,016	1	Dead
90	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	35	Positive	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
51	20	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	18	Negative	23	Breast	White	Female	Dead	2,015	2,016	1	Dead
56	95	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	13	Negative	95	Breast	White	Female	Dead	2,015	2,016	1	Dead
49	4	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	80	Negative	24	Septicemia	Black	Female	Dead	2,015	2,016	1	Dead
50	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	33	Negative	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
33	3	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	18	Negative	3	Breast	White	Female	Dead	2,015	2,016	1	Dead
66	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	100	Negative	0	Gallbladder	Black	Female	Dead	2,013	2,014	1	Dead
55	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Positive	0	Lung and Bronchus	White	Female	Dead	2,014	2,014	0	Dead
56	99	1	Beam radiation	Yes	Radiation after surgery	Positive	Unknown	22	Borderline	99	Alive	White	Female	Alive	2,010	2,016	6	Alive
78	1	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	25	Negative	6	Breast	Black	Female	Dead	2,015	2,016	1	Dead
91	98	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	0	Other Cause of Death	White	Female	Dead	2,015	2,015	0	Dead

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