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Unsupervised Sentiment Analysis in nlp

How to do sentiment analysis on unlabeled data, and I’ve looked all over the internet(gave clustering algorithms) and it was not effective. How to do sentiment analysis from scratch on unlabeled data , like using deep learning. I mean how do big companines do sentiment analysis like task with their data, do they label their millions of data