What are the best ways to clean up data? Also, what does "data quality" mean in terms of "big data"?

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A: Your answer is given below.

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A: Here is your solution -

Normalization

Normalization is the process of eliminating redundancy in a database by organizing the data into several smaller tables. The large tables are normalized (converted) into smaller tables by using normalization rules, so that a database administrator can easily handle them. It also eliminates insertion, deletion, and update anomalies.