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6 Data Quality Issues in Data Integration Systems 6.1 Introduction In distributed environments, data sources are typically characterized by various kinds of heterogeneity that can be generally class
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6 data quality issues refer to six common problems or challenges related to the accuracy, completeness, consistency, integrity, validity, and timeliness of data in a given dataset or database.
The responsibility of filing 6 data quality issues usually falls upon the data management team or individuals responsible for maintaining the integrity and quality of the data.
Filling out 6 data quality issues involves identifying and documenting specific instances or issues related to data accuracy, completeness, consistency, integrity, validity, and timeliness within a dataset or database.
The purpose of 6 data quality issues is to ensure that data is reliable, accurate, and fit for its intended use. By identifying and addressing these issues, organizations can improve decision-making, reduce errors, and enhance overall data quality.
The information reported on 6 data quality issues typically includes details about the specific data quality problem, its impact on business processes or outcomes, potential root causes, suggested resolutions, and any remedial actions taken.
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