Core Code School - Machine Learning Bootcamp Final Project
The objective of this project is to make an analysis of the audio features of songs between the 40s and the 21s decades.
Dataset used for this project is retrieved from the SpotifyAPI.
By using the Search API in Spotify, querying by range of years from 1900 to 2021 od release date of tracks, filtered by genre pop
You can generate the csv and download the mp3 files used for the project by running:
$ python data/spotify
This will create the dir csv and mp3 with the datasets and mp3 files of the preview-url of the tracks.
The dataset will be a collection of tracks of pop genre witch have been released between 1900 to 2021, tagged with the decade.
According to Wikipedia, a decade is:
Any period of ten years is a "decade"
There are two methods to group the years on decades:
- 0-to-9 decade
- 1-to-0 decade
For the purpose of this project, the first one is considered, so a decade will be all the years from 0 to 9.
For example:
- decade 1900 - from 1900 to 1909
- decade 2010 - from 2010 to 2019
You can read more about this here