Early Vote Party ID Returns
Gauging voter turnout before polls close.
Overview
Analyzes the partisan makeup of returned early and mail-in ballots in key states. This provides a concrete, data-driven look at which party's base is turning out at a higher rate compared to historical cycles.
What It Does
This pillar collects daily returned ballot data from states that report voter party registration. It then compares the current partisan split (Democrat, Republican, Independent) to benchmarks from the same point in previous elections. This reveals which side has a turnout advantage or deficit, offering a real-time signal of voter enthusiasm and organizational strength.
Why It Matters
Early vote returns offer one of the first hard data signals in an election, cutting through the noise of polling and media narratives. A significant, sustained lead in returned ballots can be a powerful leading indicator of an electoral upset or a stronger than expected performance.
How It Works
The process begins by aggregating official returned ballot statistics from state election boards. This data is then segmented by party registration. We then align the current data with historical data from the same number of days before a prior election. Finally, we calculate the partisan lead or deficit relative to that historical baseline to model potential shifts in the final outcome.
Methodology
Analysis compares the raw number and percentage of returned ballots by party registration (DEM, GOP, NPA/Other) against a historical baseline from the same day-until-election in the prior presidential (e.g., 2020) and midterm (e.g., 2022) cycles. The key metric is the 'Partisan Ballot Lead', calculated as (Current Dem Ballots - Current GOP Ballots) - (Baseline Dem Ballots - Baseline GOP Ballots). Cannibalization rate is estimated by comparing early vote numbers to expected Election Day turnout models.
Edge & Advantage
This pillar provides a direct measure of demonstrated voter behavior, not just stated intent, offering an edge over models that rely solely on polling.
Key Indicators
-
Partisan Ballot Lead
highThe current net lead in returned ballots for one party over the other, compared to the same point in a previous election cycle.
-
NPA/Independent Returns
mediumThe volume and return rate of ballots from non-affiliated or independent voters, who are often the deciding bloc in close races.
-
Geographic Return Rates
lowAnalysis of which specific counties or regions are overperforming or underperforming their historical turnout benchmarks.
Data Sources
-
State Secretaries of State Websites
Official, raw data on returned ballots, providing the most direct and reliable numbers.
-
An academic project run by Dr. Michael McDonald that aggregates and analyzes state-level early voting data.
-
Political Data Vendors (e.g., TargetSmart, L2)
Firms that match returned ballot lists to extensive voter files for more granular demographic analysis.
Example Questions This Pillar Answers
- → Will the Democratic candidate win Pennsylvania in the 2024 Presidential Election?
- → What will be the final margin of victory in the Arizona Senate race?
- → Will turnout in North Carolina's 'blue' counties exceed their 2020 levels?
Tags
Use Early Vote Party ID Returns on a real market
Run this analytical framework on any Polymarket or Kalshi event contract.
Try PillarLab