hkstm / MusEx

Interactive visualization of multi-dimensional audio analysis data allowing for exploration and analysis enhanced by clustering techniques and a multi-view design powered by D3.js & MongoDB. Group project for the Information Visualization course of the Universiteit van Amsterdam, 2021.

hkstm/MusEx Issues

Make sure the words in the wordcloud have the same color as their graph counterpart
Closed 3 years ago
Get new data type on zoom
Updated 3 years ago
Fix y values
Updated 3 years ago
Scale nodes correctly within the graph div
Closed 3 years ago
Help page
Closed 3 years ago
Mouse over event to show the node label
Closed 3 years ago
Rendering of nodes in frontend/UI not working
Updated 3 years ago
Point selection for graph nodes
Closed 3 years ago
Add a time slider for the wordcloud so that you can see the most popular artists/ genres over the years
Closed 3 years ago
Add music node icons to nodes that have an audio preview
Closed 3 years ago
Optimise k for genre imputing
Closed 3 years ago
Scrape the spotify API to download the track preview audio files for playback
Updated 3 years ago
Automatically unzip the data
Closed 3 years ago
When someone selects a word in the wordcloud, the nodes in the graph should be highlighted
Updated 3 years ago
Functioning search bar
Updated 3 years ago
Make a selection menu that enables people to choose either the artists wordcloud or the genre wordcloud
Closed 3 years ago
Factor MongoDB related variables logic out of views.py and notebooks
Updated 3 years ago
Make a reproducible data pipeline from csv's to MongoDB collections with precomputation where possible/necessary
Closed 3 years ago
Reschematize collections so they have same structure (mainly different names/types for id) and update references to old schema
Closed 3 years ago
Add way to play track if given preview URL on track zoom level
Closed 3 years ago1
Add url's to track preview's to tracks collection
Closed 3 years ago
Use an invoke command to restore the mongodb database
Closed 3 years ago
invoke format generates PermissionError
Closed 3 years ago1
Think of a REST API
Closed 3 years ago
High priority: Retrieve data from mongodb instead of using dummy data
Closed 3 years ago
If the user picks two of the same dimensions for the axis selection, instead of a graph the screen should print out "please pick two different dimensions" or something like that
Closed 3 years ago
Create the axis
Closed 3 years ago
Add legend to the graph (What does each color mean?)
Closed 4 years ago
Add an option to maximize the screen of the main plot
Closed 3 years ago
Add playlist on click
Closed 3 years ago
Add recommendations on click
Closed 3 years ago
Edit the theme of the page
Updated 4 years ago
Switch between graph and barchart
Updated 4 years ago
Make node size variable depending on popularity
Closed 3 years ago
Add the zooming component to the visualization
Closed 3 years ago
Train classifier on audio analysis data to predict genre of album/artist. Some of this genre data is missing and making an educated guess for what it could be could make the visualization more complete. Don't think it is very relevant for grading tho.
Closed 3 years ago1
Design and implement a simple API to let the frontend fetch data in a specific region for a specific zoom level
Closed 3 years ago2
Add Heatmap
Closed 3 years ago
Lint and fix all warnings
Closed 3 years ago
Convert the existing heatmap to a navigateable minimap
Closed 3 years ago
Add the graph based sample visualization
Closed 3 years ago
Add album collection
Closed 4 years ago
Adding different divisions that allow for multiple views
Closed 4 years ago
Create an axis selection to choose the dimensions
Closed 3 years ago
Add a counter for the different genres
Closed 4 years ago
Add an overview of the most popular genres & a different one for the artists (Word cloud)
Closed 4 years ago
Add convenience methods to retrieve data from mongoDB
Closed 4 years ago
Decide how to add transitions
Closed 4 years ago1
Find an example of a visualization
Closed 4 years ago1
Add explanation of requirement management/installation to README.md
Closed 4 years ago2