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music-analysis

A toy project to put in practice some concepts of Data Science, analysing songs from Vagalume (vagalume.com.br).

Todo

I don't know yet how I'll achieve each step of data pipeline, so as soon as I'll discover, I'll create new tasks here

Structuring the project

  • structure the directories
  • configure linter
  • create automated tests
  • create docs about the software architecture
  • write instructions about how to run the project properly

Getting the data

  • create connection with database
  • create database structure
  • get all songs from a single artist
  • save those songs in a sqlite database

Cleaning

  • Remove stopwords?

Exploring

  • Create wordcloud?
  • Get some insights and document them

Modeling

  • ?

Deploy

  • ?