- Pagination in data extraction means retrieving large data in smaller batches instead of one load.
- Commonly used with APIs that return limited records per request.
- In my project, CRM API returned only 1,000 records per call.
- We implemented page number parameter to loop through all records.
- Power Query function was used to iterate until no more pages existed.
- This avoided API timeout and memory overload during refresh.
- Also respected API rate limits and throttling rules.
- Incremental refresh was combined to pull only new pages daily.
- Without pagination, extraction failed for large datasets.
- So pagination ensures reliable and scalable data ingestion from APIs.
What is pagination in data extraction?
Updated on February 9, 2026
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