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Data Science Project in the use of APIs and sentiment analysis on the songs of the user's playlists using python.

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v1ct0r-byte/SentimentAnalysisSpotify

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About the proyect

This repo contains a data science project that shows a dynamic dashboard about Spotify playlits and its songs for a given user. We first make use of APIs to collect and extract data(such as lyrics). With such information we do a sentiment analysis on the lyrics and prepare a dataset. Finally, we clean and prepare the dataset that is used to fill the dashboard on a python web application.

Most of the written code is in python version 3.9.6. We also use some libraries and APIs such as Genius (in obtaining the lyrics) and Spotify (to obtain public playlists and songs of a specified user name).

Used packages, libraries and APIs

  1. Pandas
  2. Plotly
  3. Genius
  4. Spotify API

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Data Science Project in the use of APIs and sentiment analysis on the songs of the user's playlists using python.

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