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Text Mining, Sentiment Analysis, and Social Analytics

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Please answer the below 4 questions and internet exercise 7

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

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

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

4. What is the role of NLP in text mining? Discuss the capabilities and limitations of NLP in the context of text mining.

Internet Exercise 7

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. (Minimum of 1 page)

The above 4 questions can be answered accordingly, no page restriction. But each question that is answered should have the in-text citation and references added in the reference page in an APA Format

Exercise 7 must be one full page, 1 peer reviewed reference, in-text citation mandatory

Make sure that all the references added are peer reviewed (references should not be .com/wiki resources)

No plagiarism/Spinbot/Copy Paste/Synonymic words Please

APA Format, Running head, Times New Roman 12, Double spaced Paragraph

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