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Post by juthi52943 on Dec 27, 2023 19:28:51 GMT -8
Large data sets can also become unwieldy, as it is difficult to identify specific, actionable insights that are often more evident with small subsets of data, but still require the scale and consistency of a larger and richer dataset to validate the results. In fact, the most important data manipulations have to do with quantity and quality – and they are necessary. The Ingredients of Good Data – Verified. Validated, Privacy Compliant Most of the standard Job Function Email List manipulations that companies apply to data relate to quality which has three main factors: validation, verification and confidentiality. Verification ensures that data records are associated with real people, not robots, and are accurate, current, and complete for the intended purpose . Inaccurate, outdated and incomplete data can lead to waste and unnecessary costs. As well as weaken customer relationships. Validated data is integrated data, meaning it meets logical and structural requirements for processing and analysis purposes: postal codes and telephone numbers include the number and type of correct characters for the location, past purchases are correctly associated with customers, etc. Data that does not meet these requirements may be excluded from analysis or other uses.
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