A Review of Methods for Evaluating and Correcting Sampling Bias in Geotagged Social Media Data

Published in Cartography and Geographic Information Science (submitted), 2025

This paper develops a conceptual framework for evaluating and correcting sampling bias in geotagged social media datasets and conducts a comprehensive literature review of current methods.

Status: Submitted to Cartography and Geographic Information Science

Recommended citation: Liu, R., & Yao, X. A. (2025). "A Review of Methods for Evaluating and Correcting Sampling Bias in Geotagged Social Media Data." Cartography and Geographic Information Science (submitted).
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