1. Explain the relationship among data mining, text mining,and sentiment analysis.2. In your own words, define text mining, and discuss itsmost popular applications.3. What does it mean to induce structure into text-baseddata? Discuss the alternative ways of inducing structureinto them.4. What is the role of NLP in text mining? Discuss the capabilitiesand limitations of NLP in the context of text mining.5. Go to teradatauniversitynetwork.com and find the case study named “eBay Analytics.” Read the case carefully andextend your understanding of it by searching the Internetfor additional information, and answer the case questions.6. 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.Requirement 3 pages

Respond to the following in a minimum of 175 words: Why are collaborative change strategies preferable to conflict strategies? What impact do these strategies have on criminal justice agencies? What recommendations would you provide to criminal justice agencies that use conflict strategies to accomplish their goals?Reply to at least 8 of your classmates. Be constructive and professional in your responses. I will provide the student responses.