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What are the basic issues in the data that can create a lot of trouble for the data analyst?

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One of the biggest trouble creators is duplicate entries. Although this can be eliminated, there is no full accuracy possible. This is because the same information is generally available in a different format or in other sentences. The common misspelling is another major trouble creator. Also, the varying value can create a ton of issues. Moreover, values that are illegal, missing, and cannot be identified can enhance the chances of various errors, and the same effect the quality up to a great extent. 

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