Which situation most likely calls for immediate investigation of data?

The situation that most likely calls for immediate investigation of data is when the data shows significant anomalies. Anomalies represent unexpected variations or outliers in the data that deviate from the established norms or patterns. Such deviations can indicate potential issues, errors in data collection and processing, or significant changes in underlying processes or behaviors that warrant further examination.

Identifying and addressing these anomalies promptly is crucial in long-term monitoring, as they can have important implications for decision-making, risk assessment, and overall integrity of the data analysis. When anomalies are detected, they may require immediate action to understand their cause, determine their impact, and implement necessary interventions to mitigate any potential adverse effects.