Data Cleaning: Today’s Problems and Solutions
Data cleansing, also known as data scrambling or data removal, basically involves identifying and removing errors and inconsistent data to improve data quality. Data discrepancies exist in individual data sets, such as files and databases. The main reasons for poor data quality may be incorrect spelling during data entry, incorrect data, missing information, etc. Data…