breast cancer data analysis in python code example

Example 1: dataset for cancer analysis in python

Index(['id', 'diagnosis', 'radius_mean', 'texture_mean', 'perimeter_mean',
       'area_mean', 'smoothness_mean', 'compactness_mean', 'concavity_mean',
       'concave points_mean', 'symmetry_mean', 'fractal_dimension_mean',
       'radius_se', 'texture_se', 'perimeter_se', 'area_se', 'smoothness_se',
       'compactness_se', 'concavity_se', 'concave points_se', 'symmetry_se',
       'fractal_dimension_se', 'radius_worst', 'texture_worst',
       'perimeter_worst', 'area_worst', 'smoothness_worst',
       'compactness_worst', 'concavity_worst', 'concave points_worst',
       'symmetry_worst', 'fractal_dimension_worst'],
      dtype='object')

Example 2: dataset for cancer analysis in python

id diagnosis  ...  symmetry_worst  fractal_dimension_worst
0    842302         M  ...          0.4601                  0.11890
1    842517         M  ...          0.2750                  0.08902
2  84300903         M  ...          0.3613                  0.08758
3  84348301         M  ...          0.6638                  0.17300
4  84358402         M  ...          0.2364                  0.07678