code: def __coefs_to_coef_freq_df(
      self, coef_df: pd.DataFrame
  ) -> pd.DataFrame:
      coef_freq_df = pd.merge(
          self.corpus_.get_freq_df(use_metadata=self.non_text_),
          coef_df,
          left_index=True,
          right_index=True,
      )
      return coef_freq_df
  
file_path: scattertext/scattertext/all_category_scorers/gmean_l2_freq_associator.py
imports: import pandas
  import numpy
  from scipy.stats import gmean
  from sklearn.feature_extraction.text import TfidfTransformer
  from sklearn.linear_model import LogisticRegression
  from scattertext import Scalers
  from scattertext.all_category_scorers.all_category_scorer import AllCategoryScorer
label_desc: Use image node_id 4 for calling the AllCategoryScorerGMeanL2 obj's underlying member method code with example usage: obj.__coefs_to_coef_freq_df(coef_df) and returns: coef_freq_df