Datasets:

kimnamssya
/

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
88	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	55	Negative	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
62	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	9	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Positive	23	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	6	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	21	Negative	16	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	25	Borderline	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
81	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	35	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
78	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
53	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	18	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	4	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	23	Unknown	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
71	0	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	1	Lung and Bronchus	White	Female	Dead	2,010	2,011	1	Dead
54	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	1	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	3	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	75	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
82	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	14	Negative	12	Alive	Black	Female	Alive	2,010	2,016	6	Alive
69	6	2	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	12	Negative	11	Alive	Black	Female	Alive	2,010	2,016	6	Alive
67	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	6	Negative	2	Alive	Black	Female	Alive	2,010	2,016	6	Alive
41	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
91	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	16	Unknown	0	Cerebrovascular Diseases	White	Female	Dead	2,010	2,012	2	Dead
64	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	4	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	11	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	35	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
56	2	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	20	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Negative	Negative	0	Negative	1	Breast	White	Female	Dead	2,010	2,011	1	Dead
68	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Negative	13	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	6	Borderline	1	Alive	Black	Female	Alive	2,010	2,016	6	Alive
47	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Negative	Negative	6	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
40	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Negative	30	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	20	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	Negative	27	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
87	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	13	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	6	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Positive	8	Alive	Black	Female	Alive	2,010	2,016	6	Alive
81	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	65	Negative	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
56	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	23	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	24	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	1	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	19	Negative	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	3	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	2	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	18	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	8	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
57	0	1	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	11	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
66	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	31	Negative	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	0	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	20	Negative	2	Alive	White	Female	Alive	2,010	2,015	5	Alive
75	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	14	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	24	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
44	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	10	Negative	16	Alive	White	Female	Alive	2,010	2,016	6	Alive
43	0	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	21	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Negative	7	Positive	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
47	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	17	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	17	Negative	8	Diseases of Heart	White	Female	Dead	2,010	2,011	1	Dead
63	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	5	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
79	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	0	2	Beam radiation	No/Unknown	Radiation after surgery	Negative	Negative	6	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
49	2	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Positive	38	Negative	18	Alive	White	Female	Alive	2,010	2,016	6	Alive
91	5	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Unknown	20	Negative	16	Other Cause of Death	White	Female	Dead	2,010	2,015	5	Dead
61	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	22	Negative	12	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	12	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
78	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	30	Negative	11	Cerebrovascular Diseases	White	Female	Dead	2,010	2,010	0	Dead
78	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	9	Negative	4	Breast	White	Female	Dead	2,010	2,010	0	Dead
61	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Negative	20	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	14	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	15	Negative	16	Alive	White	Male	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	19	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	999	Negative	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
59	0	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	12	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
85	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Borderline	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
76	7	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	35	Negative	16	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	6	2	Beam radiation	Yes	Radiation after surgery	Positive	Positive	17	Negative	6	Breast	White	Female	Dead	2,010	2,013	3	Dead
57	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	10	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	42	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
52	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	18	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
39	95	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Positive	95	Breast	White	Female	Dead	2,010	2,016	6	Alive
86	9	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	9	Breast	White	Female	Dead	2,010	2,013	3	Dead
59	1	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	25	Negative	5	Alive	White	Female	Alive	2,010	2,016	6	Alive
60	1	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	22	Positive	14	Alive	White	Female	Alive	2,010	2,016	6	Alive
63	7	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	22	Negative	7	Accidents and Adverse Effects	White	Female	Dead	2,010	2,010	0	Dead
76	19	1	None/Unknown	Yes	No radiation and/or cancer-directed surgery	Positive	Negative	60	Negative	29	Breast	White	Female	Dead	2,010	2,010	0	Dead
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	40	Negative	8	Alive	White	Female	Alive	2,010	2,016	6	Alive
86	98	2	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	7	Negative	0	Miscellaneous Malignant Cancer	White	Female	Dead	2,010	2,015	5	Dead
82	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	4	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	12	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
54	1	1	Beam radiation	Yes	Radiation after surgery	Negative	Negative	40	Positive	21	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	3	Beam radiation	Yes	Radiation after surgery	Positive	Positive	13	Positive	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
55	2	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	25	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
67	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	22	Positive	0	Breast	White	Female	Dead	2,010	2,010	0	Dead
93	98	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Unknown	Unknown	999	Unknown	0	Chronic Obstructive Pulmonary Disease and Allied Cond	White	Female	Dead	2,010	2,016	6	Alive
57	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	13	Negative	6	Alive	White	Female	Alive	2,010	2,016	6	Alive
59	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	14	Negative	2	Alive	White	Female	Alive	2,010	2,016	6	Alive
70	1	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	30	Negative	23	Alive	Black	Female	Alive	2,010	2,016	6	Alive
62	1	2	Beam radiation	Yes	Radiation after surgery	Positive	Negative	18	Negative	19	Alive	White	Female	Alive	2,010	2,016	6	Alive
50	7	1	Beam radiation	Yes	Radiation after surgery	Positive	Positive	25	Negative	22	Alive	White	Female	Alive	2,010	2,016	6	Alive
74	98	2	Beam radiation	No/Unknown	Radiation after surgery	Unknown	Unknown	990	Unknown	0	Alive	White	Female	Alive	2,010	2,016	6	Alive
61	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	18	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
51	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
74	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	19	Negative	4	Alive	White	Female	Alive	2,010	2,016	6	Alive
75	2	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	11	Unknown	9	Alive	White	Female	Alive	2,010	2,016	6	Alive
93	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	90	Negative	27	Alzheimers (ICD-9 and 10 only)	White	Female	Dead	2,010	2,016	6	Alive
73	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	10	Negative	3	Alive	White	Female	Alive	2,010	2,016	6	Alive
62	0	1	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	4	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
65	0	1	Beam radiation	No/Unknown	Radiation after surgery	Positive	Positive	27	Negative	1	Alive	White	Female	Alive	2,010	2,016	6	Alive
53	14	2	None/Unknown	No/Unknown	No radiation and/or cancer-directed surgery	Positive	Positive	50	Negative	15	Alive	White	Female	Alive	2,010	2,016	6	Alive

Subsets and Splits