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Last.FM Personal Exploratory Data Analysis

  • In this notebook I will performing an exploratory data analysis (EDA) of my music listening habits by analyzing data from my personal last.fm page.

Author: Rohan Dawar

dawar.rohan1@gmail.com

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Lastfm

What is last.fm?

  • Last.fm is a website that allows you to track your music listening habits among other things.
  • A last.fm account can be automatically linked to a Spotify account and it will start sending "Scrobbles"
  • A "Scrobble" is just one entry of a listened track on your last.fm page
  • Scrobble data includes:
    • Track Name
    • Album Name
    • Artist Name
    • Album Artwork (if any)
    • Exact timestamp of listens

1. Installing & Importing Dependencies

!pip install plotly==5.3.1 --quiet
!pip install chart_studio --quiet
!pip install raceplotly --quiet
!pip install geopy --quiet
!pip install Nominatim --quiet
!pip install folium --quiet
!pip install geopandas --quiet