precision    recall  f1-score   support

    negative       0.49      0.46      0.47        39
     neutral       0.48      0.56      0.52        39
    positive       0.41      0.36      0.38        39

    accuracy                           0.46       117
   macro avg       0.46      0.46      0.46       117
weighted avg       0.46      0.46      0.46       117