A Complete Data Analysis Knowledge Map
This article presents a comprehensive collection of visual knowledge maps that outline data analysis steps, foundational concepts, technical tools, business processes, analyst skill frameworks, and related topics such as Python learning paths, Excel formulas, MySQL, and statistical methods.
This article compiles a series of visual knowledge maps that outline the core concepts, processes, and tools of data analysis.
1. Data Analysis Steps Map
2. Data Analysis Fundamentals Map
3. Data Analysis Technical Knowledge Map
4. Data Analysis Business Process
5. Data Analyst Capability Framework
6. Data Analysis Thinking System
7. Core Topics of E‑commerce Data Analysis
8. Data Science Skill Book Knowledge Map
9. Data Mining System
10. Python Learning Path
11. Offline Store Data Analysis
12. Mini‑Program Data Analysis
13. User Analysis
14. User Persona Method
15. Common Excel Formulas
16. Excel Pivot Tables
17. Data Analysis Charts
18. MySQL
19. Statistics
20. Regression Analysis Methods
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Smart Sea Tide
Sharing cutting‑edge big data and AI technologies, with occasional lifestyle insights.
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