In this video, we'll walk you through the basics of Pandas, one of the most powerful and popular libraries for data manipulation and analysis. If you're new to data science, data engineering, or simply looking to enhance your Python skills, this practical guide is perfect for you.
What you'll learn:
- How to read data into a 'dataframe'.
- Key Pandas data analysis methods
- Practical data analysis steps using a real-world example
📌 Chapters:
00:00 - Intro
00:48 - Data Walkthrough
01:45 - Set up for Analysis
02:15 - Install and Import Pandas
03:08 - Loading Data Into a DataFrame
05:25 - Inspecting the Data
08:18 - Find Highest Selling Video Game
12:45 - Find Most Popular Video Game per Year
17:34 - Visualize Global Sales Trends
22:34 - Visualize Sales Per Region (Multiplot)
25:58 - Outro and Thanks
💬 Comments: Have questions or suggestions? Leave them in the comments below!
👍 Like this video if you found it helpful and share it with others who might benefit.
📂 Resources:
- Video Game Sales Data: https://www.kaggle.com/datasets/gregorut/videogamesales
- GitHub Repo: https://github.com/trentpark8800/python-bites
Happy coding!