Unsupervised maps of sourced candidate evidence: mayor, council, Park Board and school trustees. Not an endorsement tool. Nothing here scores candidate quality.
Each covered topic contributes equally by default (1.0). Set 0 to drop a topic. Missing topics are excluded, never zero-filled.
Blocks are L2-normalised, then scaled by √weight, so dimensionality never decides influence. Candidates missing a weighted block are excluded.
Your picks, listed in ballot-number order (as they appear on the paper ballot), saved only in this browser. Pin candidates whose evidence you agree with (📌), then order the table by “More like my pins”. That ordering is language similarity to the candidates you pinned, computed in the original embedding space under the view and weights you choose. It is not a recommendation and not a match to your views, and similar wording is not the same as similar votes. Check the evidence before you decide.
| 📌 | Ballot | Compare | # | Candidate | Party | Elected office (yrs) | Management resp. | Vote record | Topics w/ positions | Sources | Map status | Similarity to pins | Ballot source |
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