Source Analyzer

Audience: Data engineers planning ETL pipelines.

Goal: Characterize data sources for extraction planning by analyzing volume, update patterns, schema, and quality baselines.

Analysis Dimensions

Volume Analysis

• Current row count
• Historical growth rate (if multiple snapshots available)
• Projected growth
• Peak vs average volume
• Seasonality patterns