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The Myers-Briggs Personality Type Dataset was preprocessed using the spaCy library, followed by classification using random forest and hybrid neural network models (CNN+LSTM). Word embedding for the hybrid model was done using a pre-trained tok2vec tool from spaCy. For reference, the hybrid model with a TensorFlow word embedding layer was also used