readme:               precision    recall  f1-score   support
  
      negative   0.733238  0.778788  0.755327       660
       neutral   0.757962  0.779963  0.768805      1068
      positive   0.722793  0.728778  0.725773       483
          skip   0.660714  0.501355  0.570108       369
        speech   0.767857  0.868687  0.815166        99
  
      accuracy                       0.735349      2679
     macro avg   0.728513  0.731514  0.727036      2679
  weighted avg   0.732501  0.735349  0.732071      2679
  
  
  Avg macro Precision 0.7297744200895245
  Avg macro Recall 0.7248163039465004
  Avg macro F1 0.7229310729744304
  Avg weighted F1 0.7281243075011377