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Cleansing

After a data set successfully meets profiling standards, it still requires data cleansing and deduplication to ensure that all business rules are properly met. Successful data cleansing requires the use of flexible, efficient techniques capable of handling complex quality issues hidden in the depths of large data sets. Data cleansing corrects errors and standardizes information that can ultimately be leveraged for MDM applications.


Next Step: Parsing and Standardization