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1. Go to kdnuggets.com. Explore the sections on applications as well as software. Find names of at least three additional packages for data mining and text mining.

2. Explain the relationship among data mining, text mining, and sentiment analysis.

3. In your own words, define text mining, and discuss its most popular applications.

4. What does it mean to induce structure into text-based data? Discuss the alternative ways of inducing structure into them.

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