Glossary/Measurement & Attribution/Data Sampling
Measurement & Attribution
Data Sampling
Analyzing a subset of data to estimate results for the whole, which speeds reports but can reduce accuracy on detailed queries.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Short answer
Data sampling is the practice of analyzing a subset of data to estimate results for the whole dataset. Analytics tools may sample large datasets to return reports faster, but sampled results can be less accurate, particularly for detailed queries, small segments, or long date ranges where the subset may not represent the full data.