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pandas
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
54
3
1
Beam radiation
Yes
Radiation after surgery
Negative
Negative
25
Positive
14
Alive
White
Female
Alive
2,011
2,016
5
Alive
59
3
1
Beam radiation
Yes
Radiation after surgery
Positive
Negative
36
Negative
19
Alive
White
Female
Alive
2,011
2,016
5
Alive
54
0
2
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
6
Negative
5
Alive
White
Female
Alive
2,010
2,016
6
Alive
58
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
1
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
89
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Negative
Positive
17
Negative
1
Alive
White
Female
Alive
2,011
2,016
5
Alive
45
98
1
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Negative
46
Negative
0
Breast
White
Female
Dead
2,010
2,014
4
Dead
58
0
1
Radioactive implants (includes brachytherapy) (1988+)
No/Unknown
Radiation after surgery
Positive
Positive
990
Unknown
1
Alive
White
Female
Alive
2,011
2,016
5
Alive
72
0
2
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
6
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
11
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
71
0
1
Beam radiation
No/Unknown
Radiation after surgery
Negative
Negative
14
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
57
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Negative
14
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
51
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
11
Negative
1
Alive
White
Female
Alive
2,011
2,016
5
Alive
76
98
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
11
Negative
0
Breast
Black
Female
Dead
2,010
2,014
4
Dead
52
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
1
Negative
1
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
48
Negative
0
Diseases of Heart
Black
Female
Dead
2,013
2,014
1
Dead
82
4
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
18
Negative
21
Alive
White
Female
Alive
2,010
2,016
6
Alive
68
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
15
Negative
8
Alive
White
Female
Alive
2,010
2,016
6
Alive
65
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
10
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
44
0
1
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
15
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
43
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
12
Negative
4
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
7
Negative
5
Alive
White
Female
Alive
2,010
2,016
6
Alive
48
1
1
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
15
Negative
29
Alive
Black
Female
Alive
2,010
2,016
6
Alive
69
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Negative
14
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
46
1
1
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
7
Negative
17
Alive
White
Female
Alive
2,010
2,016
6
Alive
37
95
2
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Negative
Negative
25
Positive
95
Breast
White
Female
Dead
2,010
2,012
2
Dead
82
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
11
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
52
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
24
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
96
0
1
Beam radiation
Yes
Radiation after surgery
Negative
Negative
90
Negative
2
Breast
White
Female
Dead
2,010
2,012
2
Dead
41
1
1
Beam radiation
Yes
Radiation after surgery
Positive
Negative
32
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
64
0
2
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
21
Negative
6
Alive
White
Female
Alive
2,010
2,016
6
Alive
53
0
1
Radioactive implants (includes brachytherapy) (1988+)
Yes
Radiation after surgery
Positive
Negative
15
Negative
1
Alive
Black
Female
Alive
2,010
2,015
5
Alive
67
0
2
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
4
Negative
6
Alive
White
Female
Alive
2,010
2,016
6
Alive
61
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
17
Negative
4
Alive
White
Female
Alive
2,010
2,016
6
Alive
80
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
13
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
43
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
25
Negative
6
Alive
White
Female
Alive
2,010
2,016
6
Alive
50
0
2
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
15
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
57
10
2
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Negative
Negative
130
Negative
10
Alive
Black
Female
Alive
2,010
2,016
6
Alive
64
0
1
Beam radiation
Yes
Radiation after surgery
Negative
Negative
13
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
67
2
2
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
18
Negative
14
Alive
White
Female
Alive
2,010
2,016
6
Alive
60
1
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
38
Negative
11
Alive
White
Female
Alive
2,010
2,016
6
Alive
61
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
11
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
59
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
19
Positive
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
50
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
4
Negative
1
Alive
Unknown
Female
Alive
2,010
2,016
6
Alive
70
1
1
Beam radiation
Yes
Radiation after surgery
Negative
Negative
12
Negative
12
Alive
Black
Female
Alive
2,010
2,016
6
Alive
86
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
12
Negative
1
Alive
Black
Female
Alive
2,010
2,016
6
Alive
79
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
15
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
80
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
11
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
67
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
15
Negative
4
Alive
White
Female
Alive
2,010
2,016
6
Alive
49
1
2
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
52
Negative
7
Alive
White
Female
Alive
2,010
2,016
6
Alive
45
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
23
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
40
3
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
999
Negative
4
Alive
White
Female
Alive
2,010
2,016
6
Alive
68
98
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
100
Negative
0
Breast
White
Female
Dead
2,010
2,010
0
Dead
54
10
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
56
Negative
13
Alive
Black
Female
Alive
2,010
2,016
6
Alive
47
11
1
Beam radiation
Yes
Radiation after surgery
Positive
Negative
120
Borderline
21
Alive
White
Female
Alive
2,010
2,016
6
Alive
57
98
1
Beam radiation
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
150
Borderline
0
Breast
White
Female
Dead
2,010
2,010
0
Dead
48
2
2
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
54
Negative
22
Alive
White
Female
Alive
2,010
2,016
6
Alive
63
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
13
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
45
5
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
50
Negative
12
Alive
Black
Female
Alive
2,010
2,016
6
Alive
66
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Negative
33
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
61
1
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
9
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
73
0
2
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Negative
Negative
35
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
45
1
1
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
92
98
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
8
Negative
0
Alzheimers (ICD-9 and 10 only)
Black
Female
Dead
2,010
2,015
5
Dead
55
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
18
Negative
1
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
Positive
14
Negative
4
Alive
White
Female
Alive
2,010
2,016
6
Alive
73
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
17
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
36
0
2
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
13
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
51
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Negative
990
Positive
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
87
98
2
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
35
Negative
0
Miscellaneous Malignant Cancer
White
Female
Dead
2,010
2,010
0
Dead
45
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
2
Positive
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
67
2
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
70
Negative
21
Diseases of Heart
Black
Female
Dead
2,010
2,015
5
Dead
73
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
20
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
48
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
23
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
66
0
2
Beam radiation
Yes
Radiation after surgery
Positive
Negative
13
Positive
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
72
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
13
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
74
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
4
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
49
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
17
Negative
5
Alive
White
Female
Alive
2,010
2,016
6
Alive
80
98
1
Beam radiation
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
50
Negative
0
Breast
Black
Female
Dead
2,010
2,014
4
Dead
75
2
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
26
Negative
8
Alive
Black
Female
Alive
2,010
2,016
6
Alive
64
0
2
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
72
Negative
10
Alive
Black
Female
Alive
2,010
2,016
6
Alive
66
1
1
Beam radiation
Yes
Radiation after surgery
Positive
Negative
19
Negative
17
Alive
Black
Female
Alive
2,010
2,016
6
Alive
74
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
9
Negative
1
Alive
Black
Female
Alive
2,010
2,016
6
Alive
57
1
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
45
Positive
12
Alive
White
Female
Alive
2,010
2,016
6
Alive
47
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
5
Negative
11
Alive
White
Female
Alive
2,010
2,016
6
Alive
49
0
1
None/Unknown
Yes
No radiation and/or cancer-directed surgery
Positive
Positive
9
Negative
5
Alive
White
Female
Alive
2,010
2,016
6
Alive
42
4
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
990
Negative
15
Alive
White
Female
Alive
2,010
2,016
6
Alive
90
98
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Unknown
Unknown
999
Unknown
0
Diseases of Heart
Unknown
Female
Dead
2,010
2,016
6
Alive
72
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Negative
20
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
41
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
37
Positive
15
Alive
White
Female
Alive
2,010
2,016
6
Alive
60
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
991
Negative
1
Alive
White
Female
Alive
2,010
2,016
6
Alive
85
0
1
Beam radiation
Yes
Radiation before and after surgery
Negative
Negative
28
Negative
6
Breast
White
Female
Dead
2,010
2,014
4
Dead
70
1
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
32
Positive
7
Alive
White
Female
Alive
2,010
2,016
6
Alive
76
0
1
Radioactive implants (includes brachytherapy) (1988+)
No/Unknown
Radiation after surgery
Positive
Negative
8
Negative
4
Alive
White
Female
Alive
2,010
2,016
6
Alive
62
1
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
40
Negative
3
Breast
Black
Female
Dead
2,010
2,015
5
Dead
74
1
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
56
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
82
1
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Negative
Negative
999
Negative
1
Breast
White
Female
Dead
2,010
2,013
3
Dead
59
0
1
Beam radiation
No/Unknown
Radiation after surgery
Positive
Positive
4
Negative
2
Alive
White
Female
Alive
2,010
2,016
6
Alive
87
0
1
None/Unknown
No/Unknown
No radiation and/or cancer-directed surgery
Positive
Positive
21
Negative
4
Diseases of Heart
White
Female
Dead
2,010
2,016
6
Alive
69
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Positive
19
Negative
12
Alive
White
Female
Alive
2,010
2,016
6
Alive
52
0
1
Beam radiation
Yes
Radiation after surgery
Positive
Negative
18
Negative
3
Alive
White
Female
Alive
2,010
2,016
6
Alive
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