code: def load_modified_tweet_text_data():
      """Load tweet emotion data and modify the label of some samples."""
      text_data = tweet_emotion.load_data(as_train_test=False).copy()
  
      idx_to_change_metadata = list(
          text_data.metadata[
              (text_data.metadata["user_age"] > 40)
              & (text_data.metadata["user_region"] == "Europe")
              & (text_data.metadata["user_age"] < 57)
          ].index
      )
  
      idx_to_change_properties = list(
          text_data.properties[
              (text_data.properties["Formality"] > 0.4)
              & (text_data.properties["Text Length"] > 80)
              & (text_data.properties["Text Length"] < 130)
          ].index
      )
  
      label = text_data._label.astype(
          object
      )  # pylint: disable=protected-access
      label[
          idx_to_change_metadata[int(len(idx_to_change_metadata) / 2) :]
      ] = None
      label[
          idx_to_change_properties[
              : int(len(idx_to_change_properties) / 2)
          ]
      ] = None
  
      text_data._label = label  # pylint: disable=protected-access
  
      return text_data
  
label_desc: Use image node_id 1 for calling a global function with example usage: load_modified_tweet_text_data() and returns: text_data