What are some common data manipulation techniques?
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What are some common data manipulation techniques?
Common data manipulation techniques include filtering, sorting, aggregating, and merging datasets.
Can you explain how filtering works?
Filtering allows you to select specific rows from a dataset based on certain criteria, like values in a column.
What about aggregating? How is that different?
Aggregating involves summarizing data, such as calculating averages or totals, often grouped by a specific category.
Are there any tools you recommend for data manipulation?
Yes, popular tools include Pandas for Python, dplyr for R, and SQL for database manipulation.
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