Data cleaning, Detects and fixes poor data, such as errors, missing values, duplicates, etc., Focuses on enforcing integrity and consistency, Deals with data at its raw level, Improves data quality, Checking for typos, Data Transformation (manipulation), Manipulates correct raw data into the best formats, Focuses on structuring, aggregating, calculating, combining, filtering, and enriching data, Can be in the form of a pie chart/ graph/table, ​​Improves data usability to show others, Can includes formulas using excel

Data Cleaning versus Data Manipulation

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