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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
400 | 0 | 1 | 56 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 0 |
401 | 1 | 0 | 80 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 |
402 | 1 | 0 | 68 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 |
403 | 0 | 0 | 65 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 1 | 0 |
404 | 0 | 2 | 64 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 6 | 3 | 0 | 0 |
405 | 1 | 2 | 68 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 3 | 1 | 0 |
406 | 0 | 4 | 48 | 1 | 0 | 0 | 0 | 1 | 0 | 4 | 0 | 0 | 0 | 3 | 2 | 1 | 0 |
407 | 0 | 2 | 70 | 0 | 0 | 0 | 1 | 2 | 0 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
408 | 0 | 2 | 50 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
409 | 2 | 4 | 45 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 0 |
410 | 2 | 4 | 81 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 6 | 1 | 0 | 0 |
411 | 1 | 2 | 54 | 0 | 0 | 0 | 2 | 2 | 2 | 4 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
412 | 0 | 4 | 70 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 2 | 1 | 0 |
413 | 1 | 1 | 50 | 1 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 2 | 1 | 0 | 1 |
414 | 2 | 1 | 52 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 0 |
415 | 1 | 2 | 87 | 1 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
416 | 2 | 1 | 49 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 |
417 | 2 | 1 | 76 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 |
418 | 2 | 2 | 70 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 0 | 1 | 1 | 1 | 2 | 1 | 0 |
419 | 2 | 1 | 66 | 0 | 1 | 0 | 4 | 1 | 1 | 1 | 0 | 1 | 0 | 2 | 0 | 1 | 0 |
420 | 2 | 0 | 50 | 1 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 1 | 2 | 1 | 1 |
421 | 2 | 1 | 68 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 |
422 | 1 | 1 | 41 | 0 | 1 | 0 | 3 | 0 | 1 | 1 | 0 | 1 | 0 | 2 | 3 | 1 | 1 |
423 | 2 | 1 | 83 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 2 | 0 | 1 |
424 | 2 | 1 | 60 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
425 | 1 | 1 | 67 | 1 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 2 | 1 | 0 |
426 | 1 | 1 | 63 | 1 | 1 | 0 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 2 | 1 | 0 |
427 | 0 | 1 | 82 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 3 | 1 | 1 | 0 |
428 | 2 | 1 | 66 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 0 |
429 | 2 | 1 | 58 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 6 | 3 | 0 | 0 |
430 | 0 | 0 | 90 | 1 | 0 | 0 | 1 | 0 | 1 | 4 | 0 | 1 | 0 | 6 | 1 | 0 | 1 |
431 | 2 | 1 | 75 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 |
432 | 1 | 0 | 64 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 0 |
433 | 0 | 1 | 76 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 2 | 0 |
434 | 0 | 0 | 62 | 0 | 1 | 0 | 1 | 3 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
435 | 0 | 1 | 83 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
436 | 2 | 1 | 80 | 1 | 1 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 0 |
437 | 1 | 0 | 41 | 0 | 0 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 3 | 0 | 0 |
438 | 0 | 4 | 74 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 2 | 6 | 1 | 0 | 0 |
439 | 0 | 0 | 54 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 1 | 2 | 6 | 1 | 2 | 1 |
440 | 2 | 0 | 55 | 1 | 0 | 0 | 4 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
441 | 0 | 4 | 53 | 1 | 0 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
442 | 0 | 4 | 49 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 1 | 2 | 1 | 1 | 1 | 0 |
443 | 0 | 4 | 77 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
444 | 0 | 0 | 65 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 3 | 0 | 0 |
445 | 0 | 0 | 78 | 1 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
446 | 2 | 1 | 52 | 0 | 2 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 2 | 6 | 1 | 0 | 0 |
447 | 0 | 0 | 62 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
448 | 0 | 0 | 76 | 1 | 0 | 0 | 1 | 1 | 1 | 4 | 0 | 1 | 0 | 2 | 2 | 0 | 1 |
449 | 0 | 0 | 76 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 2 | 1 | 0 |
450 | 0 | 0 | 72 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 2 | 0 |
451 | 0 | 0 | 71 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
452 | 0 | 0 | 81 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
453 | 0 | 0 | 57 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 6 | 2 | 0 | 0 |
454 | 0 | 0 | 58 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
455 | 0 | 0 | 71 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
456 | 0 | 0 | 78 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
457 | 0 | 0 | 49 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
458 | 0 | 0 | 50 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
459 | 0 | 0 | 68 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
460 | 1 | 0 | 70 | 1 | 2 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
461 | 0 | 1 | 62 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 6 | 1 | 1 | 0 |
462 | 1 | 0 | 61 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
463 | 2 | 1 | 58 | 1 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 5 | 1 | 0 | 0 |
464 | 1 | 0 | 64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
465 | 2 | 1 | 73 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 2 | 1 | 0 |
466 | 2 | 1 | 43 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
467 | 1 | 1 | 53 | 1 | 1 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
468 | 2 | 2 | 76 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 3 | 2 | 0 | 1 |
469 | 2 | 1 | 80 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 0 |
470 | 1 | 0 | 60 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 3 | 0 | 0 |
471 | 0 | 4 | 62 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 2 | 0 | 1 | 0 |
472 | 0 | 4 | 46 | 0 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 0 |
473 | 0 | 4 | 57 | 1 | 2 | 0 | 2 | 1 | 0 | 4 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
474 | 0 | 4 | 60 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 3 | 2 | 1 | 0 |
475 | 2 | 1 | 59 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 2 | 6 | 2 | 0 | 0 |
476 | 1 | 1 | 77 | 1 | 2 | 0 | 1 | 1 | 1 | 4 | 0 | 0 | 2 | 6 | 2 | 0 | 0 |
477 | 2 | 4 | 61 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 6 | 1 | 1 | 0 |
478 | 1 | 1 | 72 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
479 | 0 | 0 | 75 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 3 | 0 | 0 |
480 | 2 | 4 | 71 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 |
481 | 1 | 1 | 52 | 1 | 0 | 0 | 4 | 1 | 0 | 4 | 0 | 1 | 2 | 0 | 0 | 0 | 0 |
482 | 0 | 4 | 55 | 1 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
483 | 2 | 4 | 59 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 6 | 2 | 0 | 0 |
484 | 2 | 4 | 80 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 0 | 0 | 0 | 6 | 1 | 1 | 0 |
485 | 1 | 0 | 56 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 1 | 1 |
486 | 2 | 2 | 83 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 2 | 2 | 1 | 0 |
487 | 0 | 0 | 77 | 0 | 0 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
488 | 0 | 4 | 89 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 2 | 1 | 1 | 0 |
489 | 1 | 3 | 57 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
490 | 1 | 1 | 73 | 0 | 0 | 1 | 1 | 0 | 4 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
491 | 1 | 0 | 54 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 1 | 1 | 1 | 0 |
492 | 1 | 0 | 54 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
493 | 1 | 0 | 59 | 1 | 0 | 0 | 0 | 1 | 4 | 1 | 0 | 1 | 0 | 6 | 1 | 0 | 0 |
494 | 2 | 0 | 83 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 3 | 1 | 0 | 0 |
495 | 1 | 0 | 61 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 1 | 0 |
496 | 0 | 1 | 79 | 1 | 0 | 0 | 1 | 0 | 0 | 4 | 1 | 0 | 0 | 6 | 1 | 0 | 0 |
497 | 0 | 1 | 60 | 1 | 1 | 0 | 3 | 2 | 1 | 0 | 0 | 1 | 0 | 3 | 2 | 1 | 0 |
498 | 0 | 2 | 68 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 |
499 | 0 | 0 | 47 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |