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In a data processing task, you need to filter out irrelevant data from a dataset to focus on specific subsets. Describe how you would implement this filtering process, including the criteria you would use and the tools or languages you would employ.
A
Filter data by randomly selecting rows to reduce the dataset size.
B
Implement filtering based on predefined criteria using SQL WHERE clauses or PySpark filter operations, ensuring relevance and accuracy.
C
Avoid filtering to keep all data for potential future use.
D
Filter data by removing the first half of the dataset to simplify the process.