In data profiling, what is the primary purpose of examining the distribution of values in a dataset?
- To count the total number of records
- To identify data sources
- To perform data aggregation
- To understand data patterns and characteristics
Examining the distribution of values in a dataset during data profiling serves the primary purpose of understanding data patterns and characteristics. It helps in identifying common values, outliers, and data distributions, which is crucial for data analysis and quality assessment.
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