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Checking and cleaning data

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This section contains materials on checking and cleaning data for assessment and monitoring exercises.

Data cleaning is an essential process of detecting and (potentially) correcting corrupt, inaccurate or inconsistent values from a dataset, improving clarity and documenting these steps for better understanding.