Learn to create various data visualizations using Python's Matplotlib and Pandas libraries in this comprehensive tutorial video. Explore real-world examples using CSV files, including line graphs of global gas prices, histograms of FIFA 19 player data, pie charts for soccer foot preferences and player weight distribution, and box and whisker plots comparing FIFA teams. Master essential skills such as adding titles, labels, and customizing chart styles and sizes. Follow along with provided source code and datasets to enhance your data science capabilities and gain practical experience in data visualization techniques.
Python Plotting Tutorial with Matplotlib and Pandas - Line Graph, Histogram, Pie Chart, Box and Whiskers
Keith Galli via YouTube
Overview
Syllabus
- Intro & Video Overview
- Load Necessary Libraries & Download Data
- Line Graph Example Plotting Data from CSV file
- Histogram Example FIFA Overall Skill Distribution
- Pie Chart #1 Counting data in CSV - Visualizing Soccer Foot Preferences
- Pie Chart #2 More advance Pandas Example - Weight Distribution of FIFA Players
- Box & Whisker Plot Comparing FIFA teams to one another
- Final Comments
Taught by
Keith Galli
