Steps for Handling Missing Data

• Detection: Identify gaps in data streams using monitoring tools.

• Fallback Mechanisms: Switch to alternate data streams or use predictive algorithms when critical data is unavailable.

• Transparency: Clearly inform users when analysis is based on incomplete data.