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As discussed with Sean in this Meta post, I thought it would be nice to have a question which can help people who were confused like me, to know about the differences between text mining and NLP!

So, what are the differences between nlp and text-mining?

I have included my understanding as an answer. If possible, please explain your answer with a brief example!