Data Science

Sdot Data Analysis

🔍 2. Diagnostic Analysis: Identifying the Causes

Diagnostic analysis helps understand why something happened by identifying correlations and trends between different variables.

Method Use Case
Drill-Down Analysis Explores data at different levels to find underlying causes.
Correlation Analysis Identifies relationships between variables (e.g., sales and ad spend).

For instance, if website traffic drops, diagnostic analytics can determine if it was due to SEO issues, seasonal changes, or competition.