Late ballots: 3.23% of mail returns, 0.08% of drop-box returns.
County maps, precinct differences and a comparison within Snohomish County.
Read the ballot studyPENNER STRATEGY
Research
Explore the findings, charts, source records and calculations from each study.
School spending rose 12.5% per student; after U.S. inflation, 0.8%.
How relief funding, inflation measures and the starting year change the result.
Read the school-spending studyRepublicans led all three 31st District races in August.
The vote counts and what a test of past elections adds to the November estimate.
Read the district study