Mindset for Data Analysis — Part1

How to perform data analysis step by step in a logical manner?

The overall mindset for Data Analysis section will cover:

• What is Data Analysis
• The Data Analysis Process
• How to Define Problems and Objectives
• Converting Problems into Data Analysis Questions
• Four Levels of Data Analysis

(The last topics will continue in the next post)

Mindset for Data Analysis — Part2

• Common Data Analysis Frameworks —
  5W2H, PEST, 4P & 4C, SWOT, Porter’s Five Forces
• The Core Principles of Data Analysis —
  1) Classification & Comparison
  2) Key Dimensions in Business Analysis
  3) Key Metrics: Absolute vs. Relative
  4) Grouping & Indexing Techniques

Mindset for Data Analysis — Part3

• Common Data Analysis Methods —
  1) Growth Rate Analysis (Trend Analysis)
  2) Cohort Analysis (Behavioral Grouping)
  3) Cross-Analysis (Multi-Dimensional Comparisons)…