Local democracy.
Across Andhra Pradesh.

The retained site register covers 100 notified bodies across 26 reported district groupings and 3,942 wards. Twenty-three later-poll urban bodies are excluded. Directory completeness does not establish turnout completeness or official boundary certification. No ward-level turnout observations have been verified for this edition: 0 / 3,942.

Differences may concern notified versus polling bodies, eligible voting areas or revisions. Those are hypotheses, not established explanations. A source-issued scope crosswalk and matched polling-station totals are needed. We do not choose a denominator simply because it produces a preferred percentage.

Reconciliation flag: the closing report states 10,262 candidates, but its components (153 + 367 + 3,077 + 6,669) sum to 10,266. We withhold a combined all-office candidate total until corrected. Candidate entries across offices are not necessarily distinct people.

Neutral strategy research: what evidence would test it?

Reported · moderate

Accessible newsroom reporting; some state counts corroborated. Not a verified statutory return.

Syndicated · limited

Accessible reproduction attributed to another newsroom; the original could not be independently retrieved. Keep provisional.

Calculated

Reproducible arithmetic on cited inputs. Mathematical precision does not upgrade source confidence.

Unavailable

No verified observation in this edition. Never interpreted as zero, no contest or no incident.

Ranking safeguard: all 100 notified bodies do not have comparable closing reports here. Statewide highest/lowest turnout is therefore withheld. Partial reporting examples must not be presented as statewide winners or laggards.

Aggregation: turnout = Σ voters who voted ÷ Σ eligible electors × 100. A gap is measured in percentage points. Unopposed share uses all notified wards; candidate density uses contested wards. Never average municipal percentages or add ballots from different offices. Rounded inputs can affect the last decimal.

Coverage: 26 district directory groups / 26 in the retained cohort; 100 body identities / 100 notified; 3,942 ward directory entries / 3,942 reported. Turnout observations are measured separately. No complete ward-turnout dataset, independently inspected final return or verified results is claimed.

Corrections: retain source time, observation time, retrieval time, scope and denominator. A later report is a new snapshot; a correction must explain the changed input. No voter identifiers or private addresses are published. Statistical patterns do not establish intent, affiliation or wrongdoing.

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