{"repo":"shrunalisalian/spotify-data-visualization","free":true,"listed":false,"github":"https://github.com/shrunalisalian/spotify-data-visualization","clone":"git clone https://github.com/shrunalisalian/spotify-data-visualization.git","description":"This project provides deep insights into Spotify’s music trends, user behavior, and song characteristics.","language":"HTML","stars":31,"topics":["analysis","data","data-visualization","ggplot2","r","rmd"],"license":null,"category":"analytics","readme_excerpt":"🎵 Spotify Data Visualization: Trends, Features & Time-Series Analysis Author: Shrunali Salian & Team Skills: R, Data Visualization, ggplot2, Time-Series Analysis, Correlation Analysis --- 🚀 Project Overview This project analyzes Spotify's extensive music dataset to uncover trends in track popularity, feature relationships, and user preferences over time . 📌 Project Highlights: ✅ Trend Analysis – Insights on track uploads, COVID impact & popularity factors ✅ Feature Analysis – Understanding relationships between song characteristics ✅ Time-Series Analysis – Examining trends in genre, artist popularity & explicit content 🔗 Dataset: Kaggle - Spotify Dataset (1921-2020) 📜 Medium Article (15,000+ Views!): Spotify Data Visualization --- 🎯 Key Objectives ✔ Explore how Spotify has evolved over time ✔ Analyze key drivers of track popularity ✔ Understand song feature relationships & correlations ✔ Examine how music preferences change across decades --- 📊 Trend Analysis 1️⃣ Spotify’s Performance Over the Years 📈 Tracks uploaded per year: - Consistent increase in tracks uploaded - 📌 2013 surge – Rising CD prices + Streaming platforms gaining traction - 📌 2017 drop – Spotify’s global expansion costs skyrocketed before IPO ✅ Visualization: Number of tracks uploaded per year --- 2️⃣ COVID Hypothesis: Did Artists Release More Emotional Songs? 🎶 Hypothesis: Artists may release more happy/sad songs during COVID. ❌ Result: No major change observed in song valence (mood). ✅ Visualizat","default_branch":null,"files":null,"tree":[],"storefront":"/r/shrunalisalian","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shrunalisalian/spotify-data-visualization/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}