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X Platform Life Impact Sentiment & Statistical Simulator

Source Poll: @stats_feed (N=1,197)
Net Sentiment Index (NSI) ?
+26.0%
Positive Dominance
Shannon Entropy ?
1.92 bits
High Opinion Dispersion
95% Margin of Error ?
±2.8%
Standard error (p=0.5)
Sample Size (N) ?
1,197
Benchmark @stats_feed
Sentiment Distribution & Weighted Score Score: 2.83 / 4.0
Demographic Cohort Cross-Tabulation Age vs Net Sentiment
Age Cohort Low Use (<1h) Med Use (1-3h) High Use (>3h) Cohort NSI
Monte Carlo Uncertainty Simulation (1,000 Iteration Sampling Distribution) 95% CI: [+23.2%, +28.8%]
Statistical Summary & Category Breakdown Proportion & Standard Error Estimates
Category Response Count Proportion (%) 95% Confidence Interval Standard Error Impact Weight
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