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Which of the following statements describes the impact of retaining duplicated values in a dataset? Select all that apply:1 pointThey can skew analytical results and lead to incorrect insights.They increase the storage requirements and slow down query performance. They create difficulty in establishing relationships between data tables.

Question

Which of the following statements describes the impact of retaining duplicated values in a dataset? Select all that apply:1 pointThey can skew analytical results and lead to incorrect insights.They increase the storage requirements and slow down query performance. They create difficulty in establishing relationships between data tables.

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Solution

All of the statements are correct.

  1. Retaining duplicated values in a dataset can skew analytical results and lead to incorrect insights. This is because duplicates can artificially inflate the count of certain values, leading to a biased or incorrect understanding of the data.

  2. Duplicated values increase the storage requirements and slow down query performance. This is because duplicates take up unnecessary space in the database and require additional processing power to handle.

  3. Duplicates create difficulty in establishing relationships between data tables. This is because duplicates can cause confusion when trying to match records between tables, leading to potential errors in data analysis.

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