Matplotlib
(แมตพลอตลิบ)
Definition
Matplotlib (แมตพลอตลิบ) Tool
Matplotlib is a comprehensive Python library for creating static, animated, and interactive visualizations in data analysis.
Expertise Level
Level 1
Basic
1. Can create simple plots such as line, bar, and scatter charts.
2. Understands the basic components of a Matplotlib figure and axes.
3. Able to customize basic elements like titles, labels, and legends.
Level 2
Intermediate
1. Can create multiple subplots and customize their layout.
2. Able to use different plot styles and color maps effectively.
3. Implements annotations and custom tick formatting to enhance readability.
Level 3
Advanced
1. Creates complex, publication-quality visualizations combining multiple plot types.
2. Customizes plots extensively using advanced features such as animations and interactive elements.
3. Integrates Matplotlib visualizations seamlessly within larger data analysis workflows or applications.
