Which of these options might indicate data anomalies?

Prepare for the IIBA Certified Business Data Analyst Test. Study with detailed flashcards and multiple choice questions. Each question offers helpful hints and detailed explanations. Be exam ready!

Selecting the option that identifies sudden spikes or drops in datasets as an indicator of data anomalies is correct because anomalies are deviations from the expected behavior of the data. Sudden spikes or drops suggest that there may be inaccuracies, errors, or significant shifts in the underlying processes generating the data. These unusual patterns often prompt further investigation to determine the cause, whether it be a data entry error, a change in business conditions, or a new event affecting the data.

In the context of the other options, consistent patterns over time, repeated values across datasets, and an even distribution of data points typically suggest stability and reliability within the data. While repeated values may indicate some redundancy, they do not inherently signal an anomaly unless the context or expectations for variability change. Similarly, consistent patterns and even distribution suggest that the datasets are behaving as anticipated, rather than indicating potential anomalies that require attention.

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