{"data":{"aliases":["Shenandoah"],"advisoryIndicators":[{"detail":"The average gap between presidential votes and same-party down-ballot votes is large enough to review. Split-ticket voting can explain some gap; this flag identifies areas needing supporting records.","electionYear":2024,"id":"a2080b4d-207d-4cd6-8ec1-e9e964a36305","jurisdictionCode":"VA-SHENANDOAH","jurisdictionName":"Shenandoah","jurisdictionTag":"county:51171","label":"Average down-ballot difference","level":"county","metrics":{"county":"Shenandoah","rowCount":15,"scopeType":"county","demOutliers":0,"repOutliers":0,"auditContext":null,"outlierTrigger":3,"trumpCorrelation":0.12647037922680088,"demAverageDropoff":-4.516933333333333,"harrisCorrelation":0.4603173350391861,"repAverageDropoff":4.939766666666667,"denominatorContext":null,"comparisonCoverageMode":"presidentVsSenate","directionalScreenReason":"","directionalScreenConfidence":"standard","comparableDownBallotRowCount":15,"incomparableDownBallotRowCount":0},"severity":3.7851,"state":"VA","summary":"Average President-vs-down-ballot difference crossed threshold: DEM -4.52%, REP 4.94%.","type":"average_down_ballot_difference"},{"detail":"Bigger local reporting-unit vote totals move with candidate vote share strongly enough to pass the native review threshold. This is an advisory review flag, not proof of tampering.","electionYear":2024,"id":"1415850f-96dd-4964-9ab7-a891d5d27427","jurisdictionCode":"VA-SHENANDOAH","jurisdictionName":"Shenandoah","jurisdictionTag":"county:51171","label":"Vote-share pattern","level":"county","metrics":{"county":"Shenandoah","rowCount":15,"scopeType":"county","demOutliers":0,"repOutliers":0,"auditContext":null,"outlierTrigger":3,"trumpCorrelation":0.12647037922680088,"demAverageDropoff":-4.516933333333333,"harrisCorrelation":0.4603173350391861,"repAverageDropoff":4.939766666666667,"denominatorContext":null,"comparisonCoverageMode":"presidentVsSenate","directionalScreenReason":"","directionalScreenConfidence":"standard","comparableDownBallotRowCount":15,"incomparableDownBallotRowCount":0},"severity":3.7851,"state":"VA","summary":"Vote-share correlation crossed threshold: Trump r=0.126, Harris r=0.460.","type":"vote_share_pattern"}],"caveats":[],"confidence":{"level":"exact","label":"Exact reported geography","shortLabel":"Exact","description":"The published row maps directly to the canonical county or county-equivalent geography.","caveat":"Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. The 2016 locality rows sum 11 votes below the State row in minor/write-in/total scope while Clinton and Trump locality sums match the State row. Official Virginia Department of Elections presidential contest export. Locality rows reconcile to the State row; precinct vote rows remain available, while review rows now use the official ENR all-results CSV for same-precinct U.S. Senate comparison."},"displayName":"Shenandoah County","equipment":[{"absenteeSystem":"Hand-Fed Optical Scanners","accessibleSystem":"Ballot Marking Devices for all voters","configurationSignals":["polling-place system reports multiple values: Hand marked paper ballots, BMDs for accessibility","accessible voting system differs from standard polling-place system","absentee system differs from standard polling-place system"],"electionYear":2024,"equipmentType":"Optical Scan","id":"c3f85176-6852-4223-8974-905edab342c7","jurisdictionCode":"VA-171","jurisdictionName":"Shenandoah County","jurisdictionTag":"county:51171","level":"county","metrics":{"caveat":"Verified Voting Verifier data is jurisdiction-level election-administration context. Most rows are counties, but some states report state-level rows and some county rows can summarize mixed tabulation, accessible-device, absentee, poll-book, or other configurations. Treat it as source-linked context, not proof every precinct in a county used one identical setup, and not a turnout or vote-result source.","sourceUrl":"https://verifiedvoting.org/verifier/#mode/navigate/map/voteEquip/mapType/ppEquip/year/2024/state/51","uniformityNote":"Verifier row is a county-level summary. polling-place system reports multiple values: Hand marked paper ballots, BMDs for accessibility; accessible voting system differs from standard polling-place system; absentee system differs from standard polling-place system. Do not infer every precinct or ballot mode used one identical setup.","sourceGranularity":"county","configurationSignals":["polling-place system reports multiple values: Hand marked paper ballots, BMDs for accessibility","accessible voting system differs from standard polling-place system","absentee system differs from standard polling-place system"],"uniformityWarningRequired":true},"paperRecord":"hand_marked_paper","pollingPlaces":12,"pollBookSystem":"Commercial Electronic Poll Book","precincts":16,"registeredVoters":31959,"sourceGranularity":"county","sourceId":"va-2024-verified-voting-verifier-va-2024-equipment","sourceUrl":"https://verifiedvoting.org/verifier/#mode/navigate/map/voteEquip/mapType/ppEquip/year/2024/state/51","standardSystem":"Hand marked paper ballots, BMDs for accessibility","state":"VA","systemName":"Unisyn OpenElect FVT + Unisyn OpenElect OVI +","tabulation":"Optical Scan","uniformityNote":"Verifier row is a county-level summary. polling-place system reports multiple values: Hand marked paper ballots, BMDs for accessibility; accessible voting system differs from standard polling-place system; absentee system differs from standard polling-place system. Do not infer every precinct or ballot mode used one identical setup.","uniformityWarningRequired":true,"usage":"county_context","vendor":"Unisyn","confidence":{"level":"proxy","label":"Contextual proxy","shortLabel":"Proxy","description":"The value is contextual or supplemental and should not be treated as a silent replacement for an official certified total.","caveat":"Verifier row is a county-level summary. polling-place system reports multiple values: Hand marked paper ballots, BMDs for accessibility; accessible voting system differs from standard polling-place system; absentee system differs from standard polling-place system. Do not infer every precinct or ballot mode used one identical setup."}}],"fips":"51171","geographyLevel":"county","geometrySource":"va-counties.geojson","history":[{"available":true,"demSharePct":25.71,"demVotes":5273,"leader":"Republican","marginPct":43,"marginVotes":8821,"otherVotes":1146,"repSharePct":68.71,"repVotes":14094,"totalVotes":20513,"candidateLabels":{"dem":"Hillary Clinton","rep":"Donald Trump"},"caveats":["Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. The 2016 locality rows sum 11 votes below the State row in minor/write-in/total scope while Clinton and Trump locality sums match the State row."],"confidence":{"level":"exact","label":"Exact reported geography","shortLabel":"Exact","description":"The published row maps directly to the canonical county or county-equivalent geography.","caveat":"Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. The 2016 locality rows sum 11 votes below the State row in minor/write-in/total scope while Clinton and Trump locality sums match the State row."},"source":{"authority":"Virginia Department of Elections, Virginia Elections Database","category":"Historical locality presidential baseline rows","confidence":"Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. The 2016 locality rows sum 11 votes below the State row in minor/write-in/total scope while Clinton and Trump locality sums match the State row.","id":"va-2024-va-historical-presidential-electionstats-locality","sourceUrl":"https://historical.elections.virginia.gov/contest/80871","status":"loaded","title":"Historical locality presidential baseline rows"},"sourceLevel":"locality","year":2016},{"available":true,"demSharePct":28.86,"demVotes":6836,"leader":"Republican","marginPct":40.65,"marginVotes":9627,"otherVotes":385,"repSharePct":69.51,"repVotes":16463,"totalVotes":23684,"candidateLabels":{"dem":"Joe Biden","rep":"Donald Trump"},"caveats":["Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. The 2016 locality rows sum 11 votes below the State row in minor/write-in/total scope while Clinton and Trump locality sums match the State row."],"confidence":{"level":"exact","label":"Exact reported geography","shortLabel":"Exact","description":"The published row maps directly to the canonical county or county-equivalent geography.","caveat":"Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. The 2016 locality rows sum 11 votes below the State row in minor/write-in/total scope while Clinton and Trump locality sums match the State row."},"source":{"authority":"Virginia Department of Elections, Virginia Elections Database","category":"Historical locality presidential baseline rows","confidence":"Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. The 2016 locality rows sum 11 votes below the State row in minor/write-in/total scope while Clinton and Trump locality sums match the State row.","id":"va-2024-va-historical-presidential-electionstats-locality","sourceUrl":"https://historical.elections.virginia.gov/contest/144567","status":"loaded","title":"Historical locality presidential baseline rows"},"sourceLevel":"locality","year":2020},{"available":true,"demSharePct":28.23,"demVotes":6914,"leader":"Republican","marginPct":42.06,"marginVotes":10301,"otherVotes":360,"repSharePct":70.3,"repVotes":17215,"totalVotes":24489,"candidateLabels":{"dem":"Kamala Harris","rep":"Donald Trump"},"caveats":["Official Virginia Department of Elections presidential contest export. 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Locality rows reconcile to the State row; precinct vote rows remain available, while review rows now use the official ENR all-results CSV for same-precinct U.S. Senate comparison.","id":"va-2024-va-2024-general-president-results","sourceUrl":"https://enr.elections.virginia.gov/results/public/Virginia/elections/2024NovemberGeneral/ballot-items/01000000-c7a0-1ae0-1363-08dcde4d9d9f","status":"loaded","title":"Official presidential locality and precinct results"},"sourceLevel":"county","year":2024}],"jurisdictionTag":"county:51171","sources":[{"authority":"Virginia Department of Elections, Virginia Elections Database","category":"Historical locality presidential baseline rows","confidence":"Official Virginia Department of Elections historical locality result exports used for context only. Individual rows carry the per-year contest URL. 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This replaces EAC fallback turnout for Virginia native ETL.","id":"va-2024-va-2024-enr-election-turnout","sourceUrl":"https://enr.elections.virginia.gov/cdn/results/d2c804ee-4ec2-46bb-91d7-5b41526eab03/Election%20Turnout_0869920c-fc10-402c-9c5c-f335d00f3d1f.csv","status":"loaded","title":"Official ENR precinct turnout and registration rows"},{"authority":"Verified Voting","category":"equipment_context","confidence":"Verified Voting Verifier data is jurisdiction-level election-administration context. Most rows are counties, but some states report state-level rows and some county rows can summarize mixed tabulation, accessible-device, absentee, poll-book, or other configurations. Treat it as source-linked context, not proof every precinct in a county used one identical setup, and not a turnout or vote-result source.","id":"va-2024-verified-voting-verifier-va-2024-equipment","sourceUrl":"https://verifiedvoting.org/verifier/#mode/navigate/map/voteEquip/mapType/ppEquip/year/2024/state/51","status":"loaded","title":"Verified Voting Verifier VA 2024 equipment context"}],"state":"VA","stateName":"Virginia","turnout":{"available":true,"ballotsCast":24538,"confidence":{"level":"proxy","label":"Contextual proxy","shortLabel":"Proxy","description":"The value is contextual or supplemental and should not be treated as a silent replacement for an official certified total.","caveat":"15 same-county turnout rows were aggregated for this profile."},"denominatorNotes":["officialEnrFinal"],"level":"aggregate of precinct rows","registeredVoters":33682,"rowCount":15,"source":{"authority":"Virginia Department of Elections","category":"Official ENR precinct turnout and registration rows","confidence":"Official precinct-level turnout and registered-voter rows with ActiveRegisteredVoters, InactiveRegisteredVoters, TotalRegisteredVoters, and TotalVoteTurnout. This replaces EAC fallback turnout for Virginia native ETL.","id":"va-2024-va-2024-enr-election-turnout","sourceUrl":"https://enr.elections.virginia.gov/cdn/results/d2c804ee-4ec2-46bb-91d7-5b41526eab03/Election%20Turnout_0869920c-fc10-402c-9c5c-f335d00f3d1f.csv","status":"loaded","title":"Official ENR precinct turnout and registration rows"},"turnoutPct":72.85,"warningRequired":false,"year":2024},"voteMethods":[]},"meta":{"generatedAt":"2026-07-26T18:54:28.798Z","source":"database","releaseId":null,"schemaVersion":"1.0.0","caveat":"Advisory indicators are source-review prompts, not findings of fraud or misconduct.","contract":"county:<five-digit Census GEOID>","electionYears":[2016,2020,2024],"fips":"51171"}}