Electoral Career Trajectory & Ceiling

Overview

This pillar analyzes a politician's complete electoral history to establish their baseline strength, growth trajectory, and potential vote ceiling. It provides a data-driven reality check against short-term polling and media narratives.

What It Does

It aggregates a candidate's performance across all previous elections, from local to national. The pillar normalizes these results against factors like district partisanship and incumbency status. It then calculates their historical growth rate and consistency, creating a robust profile of their proven ability to win votes.

Why It Matters

This analysis reveals a candidate's fundamental electoral strength, independent of temporary hype or news cycles. By understanding a politician's historical performance limits, traders can better identify overvalued or undervalued candidates in election markets.

How It Works

First, the system collects all historical election results for a specific candidate. Second, it adjusts each result for the partisanship of the district and the type of election. Third, it calculates key metrics like vote share growth and performance versus polling averages. Finally, it models a theoretical vote ceiling based on their past peak performances.

Methodology

The core metric is the Career Velocity Score (CVS), a time-weighted average of vote share improvements between elections. The Vote Ceiling is estimated using the 90th percentile of the candidate's historical vote share in competitive races, adjusted for the current district's Partisan Voter Index (PVI). An incumbency advantage is modeled as a +2% baseline adjustment in general elections.

Edge & Advantage

This pillar provides an objective, data-grounded baseline, allowing you to spot discrepancies between a candidate's proven electoral track record and their current market price.

Key Indicators

• Historical Vote Share vs. Polling

  high

  Measures a candidate's historical ability to overperform or underperform pre-election polling averages.

• Primary Election Consistency

  high

  Evaluates performance in primary races to gauge core party support and resilience against challengers.

• Incumbency Advantage Factor

  medium

  A calculated bonus applied to candidates who are current officeholders, based on historical data.

• Peak Popularity Duration

  low

  Measures the length of time a candidate sustained their highest vote shares or approval ratings in the past.

Data Sources

• Federal Election Commission (FEC)

  Provides official campaign finance data and election results for federal races.

• Ballotpedia

  An encyclopedia of American politics that aggregates election results from federal, state, and local levels.

• State Secretaries of State Websites

  Official, granular election results and voter registration data directly from state governments.

• The Cook Political Report

  Provides historical Partisan Voter Index (PVI) data used to normalize election results.

Example Questions This Pillar Answers

• → Will Candidate X win the 2028 Presidential Primary?
• → What will be Candidate Y's final vote share in the California Senate race?
• → Will the incumbent win their congressional race by more than 5%?

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