This document summarizes the analysis of signature records submitted to the Independent Electoral and Boundaries Commission (IEBC) in support of the Okoa Kenya initiative. A total of 1,633,577 records were captured, of which 741,979 were treated as invalid for various reasons like missing information or not matching the IEBC voter register. 891,598 records were treated as valid registered voters after removing duplicates and invalid records. The records underwent several stages of analysis to identify duplicates, unmatched records, and validate the signatures against the IEBC voter register.