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Data Quality Common Errors and Useful Reportable of Contents Avoiding Inconsistencies and Unintentional Errors 4 Common Data Element Errors 5 Name 5 Social Security Number 5 Date of Birth/Age 5 Race/Ethnicity
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Data quality refers to the level of accuracy, completeness, reliability, and consistency of data.
Any organization or individual that collects, stores, or uses data is typically required to file data quality reports.
Data quality reports can usually be filled out online through a designated portal provided by the relevant authority.
The purpose of data quality reports is to ensure that data is accurate, reliable, and consistent for decision-making and analysis.
Data quality reports typically include information on data sources, data collection methods, data cleaning processes, and data validation techniques.
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