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Rajapalayam Form 20 Booth Results & Ward Analysis

Sources: ECI, affidavits, published records Method is public and auditable
Methodology Transparency Corrections policy

Identify electoral strongholds, weaknesses, and consolidation opportunities. This dashboard visualizes the granular ward-by-ward and booth-level voting patterns derived from official ECI Form 20 final result sheets for Rajapalayam.

Rajapalayam - AI Strategy Briefing

Prescriptive analysis based on ward-level mathematical realities.

1. The Reality Check

Paragraph 1 (The Reality Check): Winning is the current reality. The margin is 0.

2. The Leaky Bucket

The data indicates a severe lack of penetration in working-class demographics compared to the leading opposition.

3. The Action Plan

1. Focus strictly on your top 3 stronghold wards to maintain base turnout. 2. Do not waste resources on Ward 1; it is untouchable. 3. Form an immediate localized alliance.

Raw Data: Ward Results Matrix

A complete breakdown showing how every ward voted for every major candidate. This provides the foundational cross-tabulation before visualizing margins and concentration.

Ward Linguistic Minority % Working Class % Total Votes Net Margin Pending Candidate A
(N/A)		Pending Candidate B
(N/A)
Data Pending -% -% 0 0 SWING ZONE 00

4. Demographic Correlation (Linguistic Minority)

Scatter plot showing the relationship between Pending Candidate A's margin of victory and the estimated linguistic minority composition of the ward's pincode. Are leaky buckets tied to demographics?

1. Stronghold vs. Weakness (Margin by Ward)

Shows Pending Candidate A's margin against the runner-up in each ward. Positive bars mean a lead, negative bars indicate a deficit. Useful for spotting "leaky buckets".

2. Vote Splitter Analysis (Share by Ward)

100% stacked bar showing the composition of votes in each ward. Identifies wards where 3rd party or independent candidates are fracturing the base.

3. Base Concentration (Winner's Pareto Curve)

Cumulative percentage of Pending Candidate A's total votes across their best wards. A steep curve indicates a highly concentrated (and vulnerable) base.