piviting.py

def visualize_pivot_tables(index = 'person_home_ownership', column = 'loan_grade', values = 'loan_amnt', axis = 0):
    color_palette = sns.color_palette("vlag_r", as_cmap=True)
    t = pd.pivot_table(data = df, index = index, columns = column, values = values)
    return t.style.background_gradient(color_palette,axis = axis).applymap(lambda x : 'font-size:17.2px; font-weight:bold; opacity:0.9')
E = interact(visualize_pivot_tables,
             
             index = widgets.Dropdown(
                 options = ['person_home_ownership', 'loan_intent', 'loan_grade','cb_person_default_on_file','loan_status']
                 ),
             column = widgets.Dropdown(
                 options = ['person_home_ownership', 'loan_intent', 'loan_grade','cb_person_default_on_file','loan_status'],
                 index = 1
                 ),
             values = widgets.Dropdown(
                 options = ['person_age','person_income','person_emp_length','loan_amnt','loan_int_rate','loan_percent_income','cb_person_cred_hist_length'],
                 index = 3
                 ),
             axis = widgets.RadioButtons(options = [('Row',0),('Columns',1)])
                 
             
            )
interactive(children=(Dropdown(description='index', options=('person_home_ownership', 'loan_intent', 'loan_gra…