Sample_code_number
int64 61.6k
13.5M
| Clump_thickness
int64 1
10
| Uniformity_of_cell_size
int64 1
10
| Uniformity_of_cell_shape
int64 1
10
| Marginal_adhesion
int64 1
10
| Single_epithelial_cell_size
int64 1
10
| Bare_nuclei
stringclasses 11
values | Bland_chromatin
int64 1
10
| Normal_nucleoli
int64 1
10
| Mitoses
int64 1
10
| Class
int64 2
4
|
|---|---|---|---|---|---|---|---|---|---|---|
1,211,265 | 3 | 10 | 8 | 7 | 6 | 9 | 9 | 3 | 8 | 4 |
1,213,784 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,223,003 | 5 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,223,306 | 3 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 2 |
1,223,543 | 1 | 2 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 |
1,229,929 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,231,853 | 4 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,234,554 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,236,837 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 2 |
1,237,674 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,238,021 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,238,464 | 1 | 1 | 1 | 1 | 1 | ? | 2 | 1 | 1 | 2 |
1,238,633 | 10 | 10 | 10 | 6 | 8 | 4 | 8 | 5 | 1 | 4 |
1,238,915 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,238,948 | 8 | 5 | 6 | 2 | 3 | 10 | 6 | 6 | 1 | 4 |
1,239,232 | 3 | 3 | 2 | 6 | 3 | 3 | 3 | 5 | 1 | 2 |
1,239,347 | 8 | 7 | 8 | 5 | 10 | 10 | 7 | 2 | 1 | 4 |
1,239,967 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,240,337 | 5 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 |
1,253,505 | 2 | 3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 |
1,255,384 | 3 | 2 | 2 | 3 | 2 | 3 | 3 | 1 | 1 | 2 |
1,257,200 | 10 | 10 | 10 | 7 | 10 | 10 | 8 | 2 | 1 | 4 |
1,257,648 | 4 | 3 | 3 | 1 | 2 | 1 | 3 | 3 | 1 | 2 |
1,257,815 | 5 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,257,938 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,258,549 | 9 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 1 | 4 |
1,258,556 | 5 | 3 | 6 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,266,154 | 8 | 7 | 8 | 2 | 4 | 2 | 5 | 10 | 1 | 4 |
1,272,039 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,276,091 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,276,091 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 2 |
1,276,091 | 5 | 1 | 1 | 3 | 4 | 1 | 3 | 2 | 1 | 2 |
1,277,629 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 2 |
1,293,439 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
1,293,439 | 6 | 9 | 7 | 5 | 5 | 8 | 4 | 2 | 1 | 2 |
1,294,562 | 10 | 8 | 10 | 1 | 3 | 10 | 5 | 1 | 1 | 4 |
1,295,186 | 10 | 10 | 10 | 1 | 6 | 1 | 2 | 8 | 1 | 4 |
527,337 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
558,538 | 4 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
566,509 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
608,157 | 10 | 4 | 3 | 10 | 4 | 10 | 10 | 1 | 1 | 4 |
677,910 | 5 | 2 | 2 | 4 | 2 | 4 | 1 | 1 | 1 | 2 |
734,111 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 |
734,111 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 |
780,555 | 5 | 1 | 1 | 6 | 3 | 1 | 2 | 1 | 1 | 2 |
827,627 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,049,837 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,058,849 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,182,404 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,193,544 | 5 | 7 | 9 | 8 | 6 | 10 | 8 | 10 | 1 | 4 |
1,201,870 | 4 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 2 |
1,202,253 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,227,081 | 3 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
1,230,994 | 4 | 5 | 5 | 8 | 6 | 10 | 10 | 7 | 1 | 4 |
1,238,410 | 2 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 |
1,246,562 | 10 | 2 | 2 | 1 | 2 | 6 | 1 | 1 | 2 | 4 |
1,257,470 | 10 | 6 | 5 | 8 | 5 | 10 | 8 | 6 | 1 | 4 |
1,259,008 | 8 | 8 | 9 | 6 | 6 | 3 | 10 | 10 | 1 | 4 |
1,266,124 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,267,898 | 5 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,268,313 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
1,268,804 | 3 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 2 |
1,276,091 | 6 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
1,280,258 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 2 |
1,293,966 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,296,572 | 10 | 9 | 8 | 7 | 6 | 4 | 7 | 10 | 3 | 4 |
1,298,416 | 10 | 6 | 6 | 2 | 4 | 10 | 9 | 7 | 1 | 4 |
1,299,596 | 6 | 6 | 6 | 5 | 4 | 10 | 7 | 6 | 2 | 4 |
1,105,524 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,181,685 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,211,594 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
1,238,777 | 6 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
1,257,608 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,269,574 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,277,145 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,287,282 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,296,025 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,296,263 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,296,593 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,299,161 | 4 | 8 | 7 | 10 | 4 | 10 | 7 | 5 | 1 | 4 |
1,301,945 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,302,428 | 5 | 3 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 2 |
1,318,169 | 9 | 10 | 10 | 10 | 10 | 5 | 10 | 10 | 10 | 4 |
474,162 | 8 | 7 | 8 | 5 | 5 | 10 | 9 | 10 | 1 | 4 |
787,451 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,002,025 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 2 |
1,070,522 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
1,073,960 | 10 | 10 | 10 | 10 | 6 | 10 | 8 | 1 | 5 | 4 |
1,076,352 | 3 | 6 | 4 | 10 | 3 | 3 | 3 | 4 | 1 | 4 |
1,084,139 | 6 | 3 | 2 | 1 | 3 | 4 | 4 | 1 | 1 | 4 |
1,115,293 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,119,189 | 5 | 8 | 9 | 4 | 3 | 10 | 7 | 1 | 1 | 4 |
1,133,991 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
1,142,706 | 5 | 10 | 10 | 10 | 6 | 10 | 6 | 5 | 2 | 4 |
1,155,967 | 5 | 1 | 2 | 10 | 4 | 5 | 2 | 1 | 1 | 2 |
1,170,945 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
1,181,567 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,182,404 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,204,558 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,217,952 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |