Addition of filters to achieve sufficient uniqueness

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Refers to the level of detail and the addition of filters to achieve sufficient uniqueness. A valid reason must exist to collect the data and justify the effort needed and is collected in a timely manner. Relates to legal and regulatory constraints of collecting data and maintaining privacy. Must be exact and related to the way the data will be consumed. Requires determination of boundaries to be applied and why the data would be valid to the organization. Requires the reduction of gaps to prevent inaccuracy. A stable mechanism must be in place that collects and stores data without variance.

1. Accuracy and Precision 2. Legitimacy and Validity 3. Reliability 4. Timeliness and Relevance 5. Completeness and Comprehensiveness 6. Availability and Accessibility 7. Granularity and Uniqueness.

Reference no: EM133577308

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