# Get role and user dataframe with policies
(df, dfu) = iam_analyze.prepare_role_df()

display ( md(""" #### All Roles with Policy Full S3 Access """))

dfu.AttachedManagedPolicies = dfu.AttachedManagedPolicies.astype(str)
dfs3 = dfu[dfu.AttachedManagedPolicies.str.contains("AmazonS3FullAccess", na=False)  ]
display(HTML(dfs3.to_html(index=False, justify="left")))

display ( md(""" #### All Roles with Policy Full Administrator Access """))
dfu.AttachedManagedPolicies = dfu.AttachedManagedPolicies.astype(str)
dfs3 = dfu[dfu.AttachedManagedPolicies.str.contains("AdministratorAccess", na=False)  ]
display(HTML(dfs3.to_html(index=False, justify="left")))