Purpose
- Evaluate the suitability of data for predictive modeling.
- Plan for Data Preparation rather than communicate results externally.
Key Characteristics
- Internal Focus: Analyses are intended for internal understanding and improvement of the data.
- Data Visualization: Graphics are used to explore limitations and dynamics, not for presenting findings externally.
Reference
- Process outlined in Data Mining - CRISP.