Video Games Sales Analysis 📊

About Dataset 📂

This dataset contains information on video games that have achieved sales of over 100,000 copies. The data originates from a scrape of vgchartz.com.

Dataset Fields:

• Rank: Ranking based on overall sales.
• Name: Name of the game.
• Platform: The release platform for the game (e.g., PC, PS4).
• Year: The year the game was released.
• Genre: Game's genre.
• Publisher: Game's publisher.
• NA_Sales: Sales figures from North America (in millions).
• EU_Sales: Sales figures from Europe (in millions).
• JP_Sales: Sales figures from Japan (in millions).
• Other_Sales: Sales figures from other parts of the world (in millions).
• Global_Sales: Cumulative global sales.

The data was scraped using a script that leverages BeautifulSoup in Python. You can find the scraping script here. From the total of 16,598 records, 2 were excluded due to missing data.

Direct Dataset Links:

• Kaggle: Video Game Sales
• Kaggle: Video Games Developers

Table of Content 📋

1. Loading Data 📚
2. Pandas Profiling 🔎
3. Released Games by Year 📝
4. Sales Analysis 💵
5. Sales Distribution 📈
6. Distribution of Sales by Genre 🙅
7. Sales Distribution by ESRB Rating 🔞
8. Publisher Analysis 📸