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In the context of a Health Information System ( HIS ) , what is the purpose of data cleaning? To remove irrelevant, duplicate, or incorrectly

In the context of a Health Information System (HIS), what is the purpose of data cleaning?
To remove irrelevant, duplicate, or incorrectly formatted data
To gather data from public health agencies
To analyze data and to disseminate the results
To store data and make sure the new data does not pollute existing data
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