Datasets:

kimnamssya
/

seer-dataset

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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
67	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
93	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Positive	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
56	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	15	Negative	7	Alive	White	Female	Alive	2,011	2,016	5	Alive
73	3	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Positive	20	Breast	White	Female	Dead	2,016	2,016	0	Dead
55	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
60	95	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	Blank(s)	Negative	95	Lung and Bronchus	Black	Female	Dead	2,016	2,016	0	Dead
60	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	999	Negative	0	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	Blank(s)	Positive	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
76	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
66	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Positive	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
78	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	1	Other Cause of Death	White	Female	Dead	2,016	2,016	0	Dead
80	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Borderline	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
78	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
61	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Positive	0	Other Cause of Death	Black	Female	Dead	2,016	2,016	0	Dead
82	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Negative	0	Diabetes Mellitus	Black	Female	Dead	2,016	2,016	0	Dead
78	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	White	Female	Dead	2,013	2,016	3	Dead
76	98	1	Beam radiation	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	998	Negative	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
55	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	99	Breast	White	Female	Dead	2,016	2,016	0	Dead
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Negative	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
66	95	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	95	Hypertension without Heart Disease	Black	Female	Dead	2,016	2,016	0	Dead
90	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	99	Miscellaneous Malignant Cancer	White	Female	Dead	2,016	2,016	0	Dead
50	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Accidents and Adverse Effects	Black	Female	Dead	2,016	2,016	0	Dead
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
51	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Negative	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
81	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	41	Negative	0	Breast	Black	Female	Dead	2,015	2,015	0	Dead
39	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Borderline	99	Breast	Black	Female	Dead	2,016	2,016	0	Dead
69	98	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Breast	White	Female	Dead	2,012	2,015	3	Dead
51	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	98	Breast	White	Female	Dead	2,015	2,015	0	Dead
83	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Negative	1	Breast	Black	Female	Dead	2,016	2,016	0	Dead
75	3	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Negative	21	Breast	Black	Female	Dead	2,016	2,016	0	Dead
46	99	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	Blank(s)	Negative	99	Breast	Black	Female	Dead	2,016	2,016	0	Dead
46	99	1	Beam radiation	Yes	Radiation after surgery	Unknown	Unknown	999	Unknown	99	Alive	Black	Female	Alive	2,010	2,016	6	Alive
38	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	Black	Female	Dead	2,011	2,016	5	Dead
42	99	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Unknown	Unknown	30	Unknown	99	Breast	Black	Female	Dead	2,010	2,016	6	Alive
59	95	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	Blank(s)	Negative	95	Breast	White	Female	Dead	2,016	2,016	0	Dead
70	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
75	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	White	Female	Dead	2,010	2,016	6	Alive
76	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
76	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	White	Female	Dead	2,014	2,016	2	Dead
89	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	Blank(s)	Unknown	0	Breast	Black	Female	Dead	2,016	2,016	0	Dead
70	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Borderline	0	Breast	White	Female	Dead	2,016	2,016	0	Dead
77	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Breast	White	Female	Dead	2,013	2,016	3	Dead
89	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	Blank(s)	Negative	0	Other Cause of Death	White	Female	Dead	2,016	2,016	0	Dead
64	10	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	65	Negative	11	Breast	White	Female	Dead	2,014	2,016	2	Dead
42	0	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	200	Negative	24	Alive	White	Female	Alive	2,010	2,016	6	Alive
98	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Other Cause of Death	Black	Female	Dead	2,013	2,016	3	Dead
88	99	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	99	Alzheimers (ICD-9 and 10 only)	Black	Female	Dead	2,014	2,016	2	Dead