How do Data Scientists ensure data quality?

The question is about data science

Answer:

Data Scientists began to perform data quality by establishing a cleaning and pre-processing process. It ranges from the removal of duplicate records to handling missing values, inconsistency correction, and format standardization. Cross-referencing against reliable sources for the correctness of data and employing other statistical methods to find out outliers and anomalies is being performed.

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