Inspiration
We asked: Has music gotten less nostalgic?
What it does
- Comes to a conclusion about how the idea of "nostalgia" was represented in the Top Hits of the 2000s and how it has evolved.
How we built it
- Data retrieval using Python scripts to work with the Spotify API
- Data cleaning using R
- Data analysis using R
- Data visualization with d3.js
- Photoshop and Illustrator to customize the background/logo
Challenges we ran into
- D3 and data joins
Accomplishments that we're proud of
- Tooltips on graph
- Gifs matched to the times
What we learned
- How to use D3
- Music themes relevant to the 2000s
- Using SpotifyAPI
- Data cleaning with text in R Studio
What's next for Wave2K
- Expand data to beyond 2000-2010
- Expand dataset to more than the top 100 songs per year
- Styling to match GeoCities
- Display each word as linked small multiples

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