University project code for creating the following result - https://rappayuv.wixsite.com/digital-humanities-p
In this project, we analyzed over 60,000 music album covers in order to identify patterns regarding the colors used.
We analyzed the colors according to 5 main album's criteria:
- Year of release
- Music genre
- Artist
- Album rating (by X amount of reviewers in amazon-store)
- Album sale price
- we downloaded a database from https://www.upf.edu/web/mtg/mard that includes 66,000 albums covers.
- we created a new structure that encompasses the relevant data - filtering out approximately 50,000 album structures that were lacking crucial information.
- we extracted the color samples from the remaining data with python imaging library and created a visual depiction of palettes with mathplotlib.
the code is not well oranaized but it includes all parts and outputs that were shown in the Wix website - https://rappayuv.wixsite.com/digital-humanities-p