What is sentiment analysis? Using NLP and ML to extract meaning Section 4 addresses multiple challenges faced by researchers during sentiment and emotion analysis. We have provided experiments also with the Lexicon-based approach (LBA), Naïve Bayes (NB), and SVM using BOW representation, for comparison with our neural networks model (combined Conv1D + LSTM) trained by deep learning. The results of classic methods of …