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# create dataframe of removable edges
fb_df_ghost = fb_df.loc[omissible_links_index]
# add the target variable 'link'
fb_df_ghost['link'] = 1
data = data.append(fb_df_ghost[['node_1', 'node_2', 'link']], ignore_index=True)
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