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Candidate Name Match Summary

Source: candidate_names_23_to_25.csv vs camplinks.db

Candidate_names_23_to_25.csv contains federal:house, federal:senate, state:governor, and state:ag names. These are either from validated external sources (MIT election lab) or manually collected (Anna collected for AG and governor). We do have data from followthemoney on state:house and state:senate, but it is not as organized / less validated.

Below is comparison across the validated name data we do have for 2023-2025 to our database:

Match Status

Status Count % of Total
In DB (in_db = True, name + year matched) 597 59.5%
Not in DB (in_db = False, includes year mismatches) 406 40.5%
Total 1,003 100%

Contact Link Coverage (among matched candidates, n=597)

Link Type Candidates with Link % of Matched
campaign_site 579 97.0%
campaign_facebook 188 31.5%
campaign_x 165 27.6%
campaign_instagram 161 27.0%
personal_facebook 166 27.8%
personal_linkedin 158 26.5%
personal_website 7 1.2%

Race Type Breakdown (not in DB, n=406)

Race Type Count % of Unmatched
federal:house 299 73.6%
federal:senate 64 15.8%
state:ag 26 6.4%
state:governor 17 4.2%

(reminder that the above table does not include state:house and state:senate because we don't have that data in the validated named dataset)