Data observability can be categorized into several types:
Descriptive Observability: Provides insights into what has happened in the data system.
Diagnostic Observability: Helps understand why an issue occurred.
Predictive Observability: Uses historical data to forecast potential future issues.
Prescriptive Observability: Suggests actions to address or prevent data issues based on analysis.
These types help organizations maintain high data quality and system reliability.