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Consider what you have learned about data insufficiency and the steps for how to avoid it:Why are pre-cleaning steps important to complete prior to data cleaning?What problems might occur if you don't follow these steps? Now, write 2-3 sentences (40-60 words) in response to each of these questions. Type your response in the text box below.

Question

Consider what you have learned about data insufficiency and the steps for how to avoid it:Why are pre-cleaning steps important to complete prior to data cleaning?What problems might occur if you don't follow these steps? Now, write 2-3 sentences (40-60 words) in response to each of these questions. Type your response in the text box below.

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Solution

Pre-cleaning steps are important to complete prior to data cleaning because they help identify and address any issues or inconsistencies in the data. This includes checking for missing values, outliers, and data entry errors. If these steps are not followed, problems such as biased or inaccurate analysis may occur, as well as difficulties in interpreting and drawing meaningful conclusions from the data.

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