dominikroser/spotify_analysis

This repository is part of a group assignment from my Master from IE MBD centering around data architecture. Goal was to ingest, process and visualize data from Spotify.

spotify_analysis

This repository is part of a group assignment from my Master from IE MBD centering around data architecture. Goal was to ingest, process and visualize data from Spotify. 😎

The idea was to organize the fictional "Maria-Molina" festival in Los Angeles. Based on five main acts for that festivals, the music preference of the listeners of spotify was analyzed and additional artists performing on the side stage.

The notebook contains the following chapters:

Table of Content

• 0. Goal Overview for PlanIt Project
• 1. Setup
  • 1.1 Create SparkSession
  • 1.2 Import data for data analysis
• 2. Answering Business Questions - Goal 1
  • 2.1 Goal 1: Understanding our Featured ( Main) Artists
  • 2.2 Goal 2: Spotify vs. Twitter Popularity
  • 2.3 Goal 3: Understanding related artist aligned to our feature artist The Weeknd
  • 2.4 Goal 4: What is our reccommendation of a song's lineup?
  • 2.5 Goal 5: Artist Feature Collaboration Network Beyond Related Artist List Using Graphframes
• 3. Storing Results in MariaDB
• 4. Supplementary Analysis - Historical song information last 20 year