The 'Big Mo' & Early State Bounce

Overview

Analyzes how wins in early primary states like Iowa and New Hampshire create a powerful momentum effect. This pillar quantifies the subsequent bounce in polling, media, and fundraising to predict a candidate's viability.

What It Does

This pillar establishes a pre-event baseline for each candidate's national polling average, media mentions, and fundraising velocity. It then measures the change in these key metrics in the 72 hours following an early primary result. These changes are synthesized into a single 'Momentum Score' that grades the impact of the event on the candidate's campaign trajectory.

Why It Matters

Markets often underprice the cascading psychological effect of an early victory. This pillar provides a quantitative edge by capturing the secondary impacts of media narrative and donor enthusiasm, which are leading indicators of future polling gains and primary wins.

How It Works

First, we calculate a 7-day rolling average for key metrics before the Iowa or New Hampshire results. Second, after the results are clear, we track the same metrics for 72 hours to capture the immediate reaction. Finally, we calculate the percentage increase over the baseline for each metric and combine them into a weighted score to project future performance.

Methodology

The Momentum Score is calculated as: (0.5 * %Δ National Polling) + (0.35 * %Δ Media Mentions) + (0.15 * %Δ Fundraising Rate). The polling delta is sourced from aggregated polls. Media mention delta is calculated from news API volume analysis. Fundraising data is estimated from campaign announcements and press releases before being confirmed by FEC data.

Edge & Advantage

This model predicts polling shifts before they are fully reflected in the polls themselves by weighting the upstream factors of media coverage and fundraising.

Key Indicators

• Post-Event Polling Surge

  high

  The percentage change in a candidate's national polling average in the 72 hours after a primary.

• Media Mention Velocity

  high

  The rate of increase in news and social media mentions, indicating narrative control and public interest.

• Fundraising Spike

  medium

  A significant increase in online donations following a result, signaling grassroots support and viability.

Data Sources

• FiveThirtyEight / RealClearPolitics

  Provides aggregated national and state-level polling data for baseline and post-event analysis.

• GDELT Project

  Monitors global news media in near-real-time to quantify media mention volume for each candidate.

• Federal Election Commission (FEC)

  Official source for campaign finance data, used to verify fundraising claims.

Example Questions This Pillar Answers

• → Who will win the 2028 Republican presidential nomination?
• → Will Candidate X win the Nevada primary?
• → What will be Candidate Y's national polling average on March 1st?

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