Upload
yuxiang-zhang
View
133
Download
0
Embed Size (px)
Citation preview
A Network Analysis of Pop Musicians Similarity
A NETWORK ANALYSIS of POP MUSICIANS SIMILARITYTeam Member: Cindy Liu, Yuxiang ZhangDecember 14th, 2015
THE GOALS!TO UNDERSTAND
TO RECOMMEND
OUR DATA
SOURCERULERESULTTop 1000 hottest artists and their similar artists
1000 Artists1000 Artists* Scraped from Echo Nest on December 12, 2015
NETWORK VISUALIZATION
PAGERANK CENTRALITY
= 0.95 0.7 0.5 0.3 0.1
ARTISTS SIMILARITY CONNECTIONS FOLLOWS A POWER-LAW DISTRIBUTION
SEVENTY FOUR SUB-COMMUNITIES
Mean =11
ARTIST RECOMMENDATION
ARTIST RECOMMENDATION Sum if multiple artists inputs
TASTE PROFILESHORTEST PATHRECOMMEND ARTISTS
Thank you!