Consider using Postgres instead create to run a sample in html A single HTML file you can open in a browser: sample CSV ingest, validation, deterministic tallies, reject log, and a Merkle root. No server required.html

AXJ unofficial poll — browser sample

Running totals from the sample CSV below. This is not a public election authority. The counter is deterministic JavaScript (same rules as the Python prototype), not an LLM.

1. Sample ballots (CSV)

Columns: contest_id, voter_id, choice_id, submitted_at, raw_text

Ingest & tally Reset sample

2. Live totals

Load sample, then click Ingest & tally.

Choice	Votes	%

Merkle root of accepted ballot hashes

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3. Reject log

Line	Voter	Reason