CleanGeoStreamR package is designed to automate the curation of spatially annotated data which frequently present challenges due to inconsistencies, errors, and missing information. CleanGeoStreamR tackles these issues by providing a range of tools for preprocessing, curating, and finalizing spatial data, ensuring its accuracy and integrity.