Based on discussion with @hasan-sayeed See e.g. the tutorial notebook: ```python disc.dens_score_df.head(10) ```  ```python disc.peak_score_df.head(10) ```  Peak score is calculated from the kNN averages, so it's confusing that `density` is one of the columns in the output dataframe.