Data Visualization
(การสร้างภาพข้อมูล)
Definition
Data Visualization (การสร้างภาพข้อมูล) Hard Skill
The ability to represent data visually through charts, graphs, and maps to help communicate information clearly and effectively.
Expertise Level
Level 1
Basic
1. Can create simple charts and graphs using basic tools.
2. Understands the purpose of different visualizations.
3. Able to interpret straightforward visual data representations.
Level 2
Intermediate
1. Able to design clear and informative visualizations for varied datasets.
2. Uses appropriate visualization types to highlight important trends or patterns.
3. Can combine multiple visuals to present complex information cohesively.
Level 3
Advanced
1. Creates interactive and dynamic visualizations for deep data exploration.
2. Applies advanced visualization techniques to reveal insights and support decision-making.
3. Can tailor visual narratives to different audiences and contexts effectively.
