Music Data Mining

Music Data Mining

• 1. The Impact of The internet on the music industry The Impact of The internet on the music industry
• 2. What does music data includes? What does music data includes? §Name of the bands and musicians §Number of EP’s of the bands and musicians §Number of Albums §Genres of bands and musicians §Origin of bands and nusicians
• 3. What does music data includes? What does music data includes? §There 22 different genres.
• 4. What does music data includes? What does music data includes? §And there are 17 different Origins.
• 5. What does music data includes? What does music data includes? §Frequency of Albums.
• 6. What does music data includes? What does music data includes? §Frequency of EP’s.
• 7. What does music data includes? What does music data includes? §Frequency of Singles.
• 8. What does music data includes? What does music data includes? §Frequency of establishment.
• 9. How does internet affect Music Industry? How does internet affect Music Industry? §Internet usage has been becoming widespread for last 10 years. §Improving of the internet and computer usage have shaped all the industries all around the world. §Of course, and Internet shaped the style of spreading and distributions. §Lets check the plots on next slides.
• 10. How does internet affect Music Industry? How does internet affect Music Industry?
• 11. How does internet affect Music Industry? How does internet affect Music Industry?
• 12. How does internet affect Music Industry? How does internet affect Music Industry?
• 13. How does internet affect Music Industry? How does internet affect Music Industry?
• 14. How does internet affect Music Industry? How does internet affect Music Industry? §When you checked the plot of Establishment EP’s, Establishment singles, Establishment, Establishment Album and internet usage in the world. You will see that; §Number of Eps’ and singles are directly proportional to Internet usage in the world. §However, number of albums is inversely proportional to Internet usage in the world. §So, What does it mean???
• 15. Decision Tree Decision Tree •Trying to predict Genres using number of albums, EP’s, singles, origins and the establishment year of the bands and albums. •And 70% of data will be used as a train data, 30% of data will be used as test data. •Formula of the decision tree; •Genres ~ ep.s +albums + singles + origins + Establishment
• 16. Table of decision tree Table of decision tree jjkb
• 17. Test of decision tree Test of decision tree vdg
• 18. Test of decision tree Test of decision tree Cbcn c
• 19. Test of decision tree Test of decision tree jbjfbf