2. In your own words, define text mining, and discuss its most popular applications.Answer:3. What does it mean to induce structure into text-based data? Discuss the alternative ways of inducing structure into them.Answer:4. What is the role of NLP in text mining? Discuss the capabilities and limitations of NLP in the context of text mining.