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I am going to try shocking the number of ESOs using the political party of the incumbent mayor. Data is available from:
*https://libguides.princeton.edu/elections#s-lg-box-10082744
**https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/SJBWC3***FIPS, year (non-continuous -- election years), mayor_party_final (D,R, etc.), month, FIPS_Place_ID, and others... From 1945 to 2014!****FIPS is 6 or 7dg (107000 BIRMINGHAM CITY, AL to 5613900 CHEYENNE CITY, WY). FIPS_Place_ID is 4 to 5dg (7000 to 13900)****compare with placefp (5dg) 07000 Burmingham, AL and 13900 Cheyenne, WY, or better still GEOID (used in vcdb4) 0107000 Birmingham, AL and 5613900 Cheyenne, WY*Ballotopia has current mayors for top 100 cities: https://ballotpedia.org/List_of_current_mayors_of_the_top_100_cities_in_the_United_States*https://doi.org/10.7910/DVN/KFIKH8 -- downloaded mayoralelections_final.tab but it seems a subset of the above*Could scrape and process https://www.usmayors.org/elections/election-results/ but it doesn't have parties and would need to be geomatched
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