Polling Sentiment Analysis Workbench | Cross-Tabulation & Media Divide Studio

Overall Disapproval

60.0%

Record High Survey Disapproval

Polarization Index

0.78

Gini-scaled cross-cohort spread (0–1.0)

Dominant Sentiment Split

Highly Polarized (68% vs 12%)

Suburban vs. Party-line Disapproval Margin

Total Respondents

1,250

Weighted Sample Size (N = 1,250)

Poll Weights & Split Modeling

v7-D3 Engine

News vs. Commentary Split 45% / 55%

Slide to adjust exposure weighting between Hard News Division (journalistic standards) and Primetime Entertainment Commentary.

Filter Active Cohorts 4 Active

Hypothesis Counterfactual Simulator:

Simulate a shift in Independent Voter sentiment to observe macro disapproval movement:

Independent Disapproval Shift 0%

Methodological Context: Conducted jointly by Anderson Robbins Research (D) and Shaw & Company Research (R) with standard error ±2.5% at 95% confidence.

Demographic Cross-Tabulation Breakdown

Comparative Approval, Disapproval, and Undecided percentages per survey segment

Disapprove Approve Undecided

Survey Micro-Segment Cross-Tabulation Matrix

Demographic Segment	Sample Size (n)	Approve (%)	Disapprove (%)	Undecided (%)	Divisional Skew	Actions

Source Insight: When Fox News registered a record 60% disapproval, analysis highlighted that affluent college-educated suburban voters showed high defection (68% disapproval), while party-line blocs held solid at 86% approval. This workbench models how varying media exposure and demographic composition drive net presidential approval indices.