text: Title: Confusing name for degree of freedom in Chi2 metrics
  Body: We currently use `df` to represent degree of freedom in chi^2 metrics. This is confusing as it could potentially be read as dataframe, we may want to change to something like `deg_of_free` or `dff` something less ambiguous 