Visualizing Similarity Between Music Fans from Listening History

Team PoloisawesomeYing-Shu Kuo, Cian O’Brien, Raja Raman

Purpose and Goal

• To explore user listening history

• Visualize many users at once

• Find out user habits over time

• User exploration / Used for recommender system

Work Flow

Feature Processing

DataCollection

DataVisualization

Evaluation

Age, Gender, Location#skips, #repeat, #repeat-one#songs, #plays/day, #plays in specific hour{ }{ }

How do you like it?

Implementation Method

Feature Processing

DataCollection

DataVisualization

Mock-up

2011 2014

Parameters

Age distribution

#plays / day

Web Interface

1

2

3

4

Legend

1 circle = user data

2 x-y axis = feature value

3 slider = data from a certain month

4 selected circle = cluster histogram

For more implementation details, please visit https://github.com/hank5925/Poloisawesome https://www.overleaf.com/read/rtzdwjtyzyhz

Question? Comments?