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Unnamed: 0
int64 0
22k
| Facility_Type
int64 0
3
| Facility_Location
int64 0
5
| Age
float64 19
90
| Sex
int64 0
1
| Race
int64 0
2
| Hispanic_Ethnicity
int64 0
2
| Insurance_Status
int64 0
5
| CharlsonDeyo_Score
int64 0
3
| Histology
int64 0
5
| Laterality
int64 0
4
| Diagnostic_Biopsy
int64 0
2
| Grade
int64 0
1
| Focality
int64 0
2
| Tumor_Size
int64 0
6
| Extent_of_Resection
int64 0
3
| Radiotherapy
int64 0
2
| OUTCOME
float64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0 | 0 | 70 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 2 | 2 | 1 | 0 |
1 | 0 | 0 | 74 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 2 | 2 | 1 | 1 | 0 |
2 | 0 | 0 | 67 | 1 | 0 | 0 | 3 | 1 | 0 | 1 | 0 | 0 | 2 | 2 | 1 | 0 | 0 |
3 | 0 | 0 | 47 | 0 | 0 | 2 | 4 | 1 | 0 | 1 | 0 | 0 | 0 | 3 | 2 | 0 | 0 |
4 | 0 | 0 | 74 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 0 | 0 | 2 | 1 | 2 | 0 | 0 |
5 | 0 | 0 | 60 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 2 | 6 | 1 | 1 | 0 |
6 | 0 | 0 | 60 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 2 | 2 | 1 | 0 |
7 | 0 | 0 | 59 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0 |
8 | 0 | 0 | 58 | 0 | 0 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 2 | 3 | 2 | 0 | 0 |
9 | 0 | 0 | 50 | 0 | 1 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 2 | 2 | 1 | 0 | 0 |
10 | 1 | 0 | 62 | 0 | 0 | 2 | 0 | 3 | 1 | 0 | 0 | 1 | 0 | 3 | 1 | 1 | 1 |
11 | 2 | 3 | 57 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
12 | 0 | 1 | 81 | 1 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
13 | 2 | 0 | 62 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 1 | 0 |
14 | 2 | 3 | 69 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
15 | 0 | 1 | 58 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
16 | 0 | 0 | 77 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
17 | 2 | 0 | 73 | 1 | 0 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
18 | 2 | 1 | 66 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
19 | 0 | 1 | 48 | 1 | 0 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 6 | 3 | 1 | 0 |
20 | 0 | 1 | 61 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 3 | 1 | 0 | 0 |
21 | 2 | 1 | 55 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 2 | 0 | 0 |
22 | 1 | 0 | 54 | 0 | 0 | 0 | 0 | 0 | 3 | 4 | 0 | 0 | 2 | 6 | 1 | 0 | 0 |
23 | 0 | 2 | 59 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
24 | 0 | 2 | 42 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
25 | 0 | 2 | 67 | 0 | 2 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 1 | 6 | 0 | 0 | 0 |
26 | 0 | 2 | 64 | 1 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 |
27 | 2 | 2 | 54 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 1 | 0 |
28 | 2 | 2 | 65 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 |
29 | 1 | 1 | 66 | 0 | 0 | 0 | 1 | 2 | 0 | 4 | 0 | 0 | 0 | 3 | 0 | 0 | 0 |
30 | 1 | 0 | 59 | 1 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
31 | 0 | 1 | 82 | 0 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 2 | 0 | 1 |
32 | 1 | 0 | 44 | 0 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 |
33 | 0 | 1 | 89 | 0 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
34 | 0 | 1 | 55 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 2 | 1 | 0 |
35 | 0 | 1 | 90 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 2 | 3 | 0 | 1 |
36 | 1 | 1 | 55 | 1 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 0 |
37 | 1 | 2 | 74 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
38 | 1 | 1 | 76 | 1 | 0 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 1 |
39 | 0 | 1 | 80 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 2 | 1 | 0 | 1 |
40 | 1 | 0 | 77 | 0 | 0 | 0 | 1 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 |
41 | 2 | 1 | 64 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 1 |
42 | 0 | 1 | 54 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 3 | 1 | 0 |
43 | 2 | 1 | 64 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 0 |
44 | 0 | 0 | 42 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
45 | 0 | 1 | 69 | 0 | 0 | 0 | 1 | 1 | 1 | 4 | 0 | 0 | 2 | 6 | 2 | 0 | 0 |
46 | 0 | 0 | 64 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 2 | 2 | 1 | 0 | 0 |
47 | 0 | 0 | 71 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
48 | 0 | 0 | 44 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 2 | 3 | 0 | 0 |
49 | 0 | 0 | 64 | 1 | 0 | 0 | 4 | 0 | 0 | 4 | 0 | 0 | 2 | 2 | 1 | 0 | 0 |
50 | 0 | 0 | 60 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 2 | 1 | 0 | 0 |
51 | 0 | 0 | 62 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
52 | 1 | 0 | 53 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 0 |
53 | 1 | 2 | 89 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
54 | 0 | 1 | 63 | 0 | 2 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
55 | 1 | 2 | 41 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
56 | 2 | 0 | 71 | 0 | 0 | 0 | 1 | 2 | 0 | 4 | 0 | 0 | 0 | 1 | 1 | 1 | 0 |
57 | 0 | 0 | 80 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
58 | 2 | 3 | 41 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 |
59 | 0 | 0 | 51 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
60 | 2 | 1 | 51 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 6 | 2 | 1 | 0 |
61 | 2 | 1 | 44 | 0 | 0 | 0 | 0 | 1 | 0 | 4 | 0 | 0 | 1 | 2 | 2 | 0 | 0 |
62 | 2 | 4 | 60 | 1 | 0 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 0 | 4 | 3 | 1 | 0 |
63 | 2 | 2 | 75 | 1 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
64 | 0 | 1 | 48 | 1 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 |
65 | 2 | 0 | 54 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
66 | 0 | 1 | 59 | 1 | 2 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 1 | 4 | 2 | 1 | 0 |
67 | 0 | 0 | 56 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 3 | 2 | 1 | 0 |
68 | 1 | 1 | 60 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 2 | 0 | 0 | 0 |
69 | 0 | 1 | 70 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 1 | 4 | 1 | 0 | 0 |
70 | 2 | 2 | 64 | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 0 | 0 | 0 | 2 | 2 | 1 | 0 |
71 | 1 | 2 | 89 | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 1 | 0 | 0 | 6 | 0 | 1 | 1 |
72 | 0 | 1 | 78 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 2 | 1 | 1 | 0 |
73 | 0 | 1 | 54 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 |
74 | 0 | 1 | 49 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
75 | 0 | 0 | 41 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 5 | 0 | 0 | 0 |
76 | 0 | 0 | 58 | 0 | 0 | 0 | 3 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 3 | 0 | 0 |
77 | 2 | 0 | 72 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 1 |
78 | 0 | 0 | 74 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 0 | 1 | 0 | 6 | 3 | 0 | 1 |
79 | 0 | 1 | 77 | 0 | 1 | 0 | 1 | 0 | 5 | 0 | 0 | 0 | 2 | 6 | 2 | 0 | 0 |
80 | 0 | 1 | 63 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
81 | 2 | 0 | 60 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 2 | 1 | 0 |
82 | 0 | 0 | 78 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 |
83 | 1 | 0 | 90 | 1 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
84 | 0 | 2 | 62 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 |
85 | 1 | 2 | 67 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
86 | 0 | 1 | 59 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 |
87 | 0 | 1 | 70 | 1 | 0 | 0 | 0 | 1 | 1 | 4 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
88 | 1 | 0 | 86 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
89 | 1 | 2 | 63 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
90 | 0 | 0 | 70 | 1 | 0 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 0 | 3 | 3 | 0 | 0 |
91 | 0 | 0 | 77 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 3 | 2 | 0 | 0 |
92 | 1 | 1 | 52 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 1 | 0 | 2 | 6 | 1 | 1 | 0 |
93 | 0 | 1 | 60 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 6 | 3 | 0 | 0 |
94 | 0 | 0 | 60 | 1 | 0 | 0 | 4 | 0 | 1 | 1 | 0 | 1 | 0 | 6 | 1 | 1 | 0 |
95 | 0 | 0 | 50 | 1 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
96 | 1 | 2 | 56 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 6 | 1 | 0 | 0 |
97 | 2 | 1 | 76 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 0 |
98 | 0 | 0 | 77 | 1 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 1 |
99 | 0 | 0 | 65 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |