Datasets:

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
68	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	120	Unknown	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
61	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
60	16	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	113	Positive	18	Other Infectious and Parasitic Diseases including HIV	Black	Female	Dead	2,015	2,015	0	Dead
48	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	95	Breast	Black	Female	Dead	2,015	2,016	1	Dead
76	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	52	Negative	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
50	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	140	Negative	11	Breast	Black	Female	Dead	2,015	2,016	1	Dead
30	98	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	999	Negative	0	Other Cause of Death	Black	Female	Dead	2,015	2,016	1	Dead
92	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	49	Negative	0	Alzheimers (ICD-9 and 10 only)	White	Female	Dead	2,015	2,016	1	Dead
53	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	994	Positive	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
31	95	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	71	Positive	95	Breast	White	Female	Dead	2,015	2,015	0	Dead
79	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	115	Negative	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
75	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	60	Negative	4	Breast	Black	Female	Dead	2,015	2,015	0	Dead
69	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	15	Negative	2	Diabetes Mellitus	White	Female	Dead	2,015	2,016	1	Dead
83	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	5	Cerebrovascular Diseases	White	Female	Dead	2,015	2,016	1	Dead
55	8	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	45	Negative	17	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	Alive	White	Female	Alive	2,011	2,016	5	Alive
78	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	16	Negative	2	Breast	Black	Female	Dead	2,015	2,015	0	Dead
76	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	97	Negative	18	Breast	White	Female	Dead	2,015	2,016	1	Dead
62	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	25	Negative	19	Other Cause of Death	Black	Female	Dead	2,015	2,016	1	Dead
69	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	1	Miscellaneous Malignant Cancer	Black	Female	Dead	2,015	2,015	0	Dead
52	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	4	Negative	3	Suicide and Self-Inflicted Injury	White	Female	Dead	2,013	2,014	1	Dead
48	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	95	Breast	White	Female	Dead	2,015	2,016	1	Dead
61	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	142	Unknown	0	Soft Tissue including Heart	Black	Female	Dead	2,015	2,016	1	Dead
68	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	995	Negative	0	Breast	White	Female	Dead	2,015	2,016	1	Dead
66	4	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	54	Positive	8	Breast	Black	Female	Dead	2,015	2,016	1	Dead
57	9	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	62	Negative	9	Other Cause of Death	Black	Female	Dead	2,015	2,016	1	Dead
66	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	13	Other Cause of Death	White	Female	Dead	2,015	2,016	1	Dead
61	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	18	Positive	3	Chronic Liver Disease and Cirrhosis	Black	Female	Dead	2,015	2,016	1	Dead
59	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	26	Negative	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	6	Positive	2	Breast	Black	Female	Dead	2,015	2,015	0	Dead
77	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	50	Negative	98	Breast	Black	Female	Dead	2,015	2,015	0	Dead
51	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	45	Negative	21	Breast	White	Female	Dead	2,015	2,016	1	Dead
42	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	95	Breast	Black	Female	Dead	2,015	2,016	1	Dead
66	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	34	Positive	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
44	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	30	Unknown	0	Diseases of Heart	Black	Female	Dead	2,015	2,016	1	Dead
32	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	80	Negative	1	Breast	White	Female	Dead	2,014	2,016	2	Dead
73	0	2	Beam radiation	Yes	Radiation after surgery	Negative	Negative	80	Negative	9	Breast	White	Female	Dead	2,015	2,016	1	Dead
50	95	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	52	Negative	95	Breast	Black	Female	Dead	2,015	2,016	1	Dead
65	99	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	White	Female	Dead	2,011	2,014	3	Dead
79	1	1	Refused (1988+)	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	51	Negative	2	Aortic Aneurysm and Dissection	Black	Female	Dead	2,015	2,016	1	Dead
54	98	2	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	90	Negative	0	Breast	White	Female	Dead	2,015	2,016	1	Dead
85	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	998	Positive	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
83	2	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	78	Positive	27	Breast	Black	Female	Dead	2,015	2,016	1	Dead
51	98	1	Refused (1988+)	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	48	Positive	0	Breast	Black	Female	Dead	2,013	2,015	2	Dead
62	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	25	Positive	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
68	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	54	Negative	0	Breast	Black	Male	Dead	2,015	2,016	1	Dead
84	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	38	Borderline	11	Diseases of Heart	White	Female	Dead	2,015	2,015	0	Dead
70	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Breast	White	Female	Dead	2,015	2,016	1	Dead
77	99	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Other Cause of Death	White	Female	Dead	2,014	2,016	2	Dead
35	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Bones and Joints	Black	Female	Dead	2,014	2,016	2	Dead
58	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	State DC not available or state DC available but no COD	Black	Female	Dead	2,014	2,015	1	Dead
39	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	61	Negative	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
94	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	30	Negative	0	Breast	White	Female	Dead	2,015	2,016	1	Dead
42	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	65	Negative	95	Breast	Black	Female	Dead	2,015	2,016	1	Dead
78	98	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	9	Negative	0	Breast	Black	Female	Dead	2,011	2,016	5	Dead
84	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Breast	Black	Female	Dead	2,013	2,014	1	Dead
68	7	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	999	Positive	10	Breast	Black	Female	Dead	2,011	2,014	3	Dead
32	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	40	Negative	6	Breast	White	Female	Dead	2,015	2,016	1	Dead
64	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Unknown	Blank(s)	Negative	95	Breast	Black	Female	Dead	2,016	2,016	0	Dead
85	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Negative	95	Breast	White	Female	Dead	2,016	2,016	0	Dead
85	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	99	Septicemia	White	Female	Dead	2,016	2,016	0	Dead
52	95	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	Blank(s)	Negative	95	Breast	Black	Female	Dead	2,016	2,016	0	Dead
78	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Diseases of Heart	White	Female	Dead	2,015	2,016	1	Dead
39	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Unknown	31	Positive	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
65	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	95	Breast	Black	Female	Dead	2,016	2,016	0	Dead
65	98	2	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Negative	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
95	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	66	Unknown	0	Other Cause of Death	White	Female	Dead	2,013	2,014	1	Dead
47	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Positive	95	Breast	Black	Female	Dead	2,016	2,016	0	Dead
76	98	1	Beam radiation	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
89	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	0	Other Cause of Death	White	Female	Dead	2,016	2,016	0	Dead
77	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Unknown	Blank(s)	Negative	2	Septicemia	White	Female	Dead	2,016	2,016	0	Dead
91	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Borderline	Blank(s)	Positive	0	Other Cause of Death	Black	Female	Dead	2,016	2,016	0	Dead
94	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	78	Unknown	0	Brain and Other Nervous System	White	Female	Dead	2,015	2,015	0	Dead
62	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	29	Negative	95	State DC not available or state DC available but no COD	White	Female	Dead	2,012	2,016	4	Dead
81	99	2	Refused (1988+)	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	Black	Female	Dead	2,011	2,014	3	Dead
88	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	99	Septicemia	Black	Female	Dead	2,016	2,016	0	Dead
72	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	14	Negative	16	Breast	Black	Female	Dead	2,015	2,016	1	Dead
65	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	7	Negative	0	Alzheimers (ICD-9 and 10 only)	White	Female	Dead	2,015	2,016	1	Dead
48	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	20	Positive	0	Breast	Black	Female	Dead	2,015	2,016	1	Dead
71	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	8	Negative	3	Breast	Black	Female	Dead	2,015	2,016	1	Dead
51	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Positive	95	Breast	White	Female	Dead	2,016	2,016	0	Dead
42	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	20	Negative	24	Alive	White	Female	Alive	2,010	2,016	6	Alive
86	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Borderline	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
73	0	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	2	Colon excluding Rectum	Black	Female	Dead	2,016	2,016	0	Dead
55	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Negative	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
87	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	48	Negative	13	Other Cause of Death	White	Female	Dead	2,015	2,016	1	Dead
56	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	999	Negative	0	Liver	Black	Female	Dead	2,011	2,016	5	Dead
59	98	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	0	Chronic Liver Disease and Cirrhosis	White	Female	Dead	2,016	2,016	0	Dead
51	95	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	Blank(s)	Negative	95	Breast	Black	Female	Dead	2,016	2,016	0	Dead
81	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Unknown	0	Alzheimers (ICD-9 and 10 only)	Black	Female	Dead	2,016	2,016	0	Dead
60	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	95	Other Cause of Death	White	Female	Dead	2,016	2,016	0	Dead
87	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Positive	95	Breast	White	Female	Dead	2,016	2,016	0	Dead
51	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	10	Positive	2	Alive	White	Female	Alive	2,011	2,016	5	Alive
89	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	999	Negative	0	Other Cause of Death	Black	Female	Dead	2,015	2,016	1	Dead
56	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	35	Borderline	3	Breast	White	Female	Dead	2,015	2,016	1	Dead
56	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Positive	87	Negative	11	Breast	Black	Female	Dead	2,015	2,016	1	Dead
58	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	Blank(s)	Negative	4	Other Cause of Death	Black	Female	Dead	2,016	2,016	0	Dead
55	98	1	Refused (1988+)	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Breast	Black	Female	Dead	2,014	2,016	2	Dead
68	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Borderline	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
42	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	60	Negative	1	Breast	Black	Female	Dead	2,014	2,015	1	Dead

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