What are some examples of data transformation using APIs?
Data transformation using APIs can include tasks like converting JSON to XML, aggregating data from multiple sources, or filtering datasets.
Can you give me a specific example of transforming JSON data?
Sure! For instance, you can use an API to convert a JSON object containing user data into a CSV format for easier analysis.
What tools can I use for these transformations?
You can use tools like Apache NiFi, Talend, or even custom scripts in Python with libraries like Pandas for data transformation.
Are there any best practices for API data transformation?
Yes, some best practices include validating data before transformation, ensuring data consistency, and documenting your transformation processes.
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