Ryerson Project Ryerson Project

Ryerson Project Item 71

I believe public figures should be held to high standards of personal conduct.

American adults' average (mean) response was 8.70 on a scale of 0 (Disagree) to 10 (Agree). 241 responses have been collected (so far) from 2026-05-01 to 2026-10-02.

Descriptive Statistics

Mean8.70
Median9.00
Standard deviation1.61
N241
Standard error0.104

All-Time Distribution

Response 0: 0 Response 1: 0 Response 2: 1 Response 3: 2 Response 4: 2 Response 5: 8 Response 6: 13 Response 7: 18 Response 8: 47 Response 9: 39 Response 10: 111 0 1 2 3 4 5 6 7 8 9 10 0 111 Agreement (0 = maximum disagreement, 10 = maximum agreement) Count

Comparison to Other Items

Based on all-time mean agreement, this item ranks 7 out of 139 qualifying items and is at the 95.7 percentile.

Qualifying items have 100 or more total observations. Higher means indicate more agreement and therefore a higher rank.

Monthly Trend

0 1 2 3 4 5 6 7 8 9 10 0% 50% 100% 0 5 10 2026-05 response 0: 0.0% 2026-05 response 1: 0.0% 2026-05 response 2: 0.0% 2026-05 response 3: 1.9% 2026-05 response 4: 0.0% 2026-05 response 5: 5.8% 2026-05 response 6: 13.5% 2026-05 response 7: 3.8% 2026-05 response 8: 15.4% 2026-05 response 9: 15.4% 2026-05 response 10: 44.2% 2026-06 response 0: 0.0% 2026-06 response 1: 0.0% 2026-06 response 2: 1.9% 2026-06 response 3: 0.0% 2026-06 response 4: 0.0% 2026-06 response 5: 1.9% 2026-06 response 6: 5.7% 2026-06 response 7: 9.4% 2026-06 response 8: 32.1% 2026-06 response 9: 11.3% 2026-06 response 10: 37.7% 2026-07 response 0: 0.0% 2026-07 response 1: 0.0% 2026-07 response 2: 0.0% 2026-07 response 3: 0.0% 2026-07 response 4: 0.0% 2026-07 response 5: 3.0% 2026-07 response 6: 0.0% 2026-07 response 7: 3.0% 2026-07 response 8: 12.1% 2026-07 response 9: 33.3% 2026-07 response 10: 48.5% 2026-08 response 0: 0.0% 2026-08 response 1: 0.0% 2026-08 response 2: 0.0% 2026-08 response 3: 1.7% 2026-08 response 4: 3.4% 2026-08 response 5: 3.4% 2026-08 response 6: 1.7% 2026-08 response 7: 8.5% 2026-08 response 8: 15.3% 2026-08 response 9: 8.5% 2026-08 response 10: 57.6% 2026-09 response 0: 0.0% 2026-09 response 1: 0.0% 2026-09 response 2: 0.0% 2026-09 response 3: 0.0% 2026-09 response 4: 0.0% 2026-09 response 5: 2.7% 2026-09 response 6: 2.7% 2026-09 response 7: 10.8% 2026-09 response 8: 18.9% 2026-09 response 9: 18.9% 2026-09 response 10: 45.9% 2026-10 response 0: 0.0% 2026-10 response 1: 0.0% 2026-10 response 2: 0.0% 2026-10 response 3: 0.0% 2026-10 response 4: 0.0% 2026-10 response 5: 0.0% 2026-10 response 6: 14.3% 2026-10 response 7: 14.3% 2026-10 response 8: 28.6% 2026-10 response 9: 28.6% 2026-10 response 10: 14.3% May 2026 Jun 2026 Jul 2026 Aug 2026 Sep 2026 Oct 2026 Observation month Percent of responses Monthly mean

Observed Trend

Observations suggest unchanging agreement over the observed period, from 2026-05-01 to 2026-10-02. The estimated change over that period is 0.432 points on a 0 to 10 scale. Regression results place a 95% confidence interval around that observed-period change of [-0.259, 1.123].
Regression table

The daily slope annualized over 365.25 days is 1.025 points per year, with a 95% confidence interval of [-0.614, 2.664]. This short-window annualized number is provided for reference, but the observed-period change above is the primary trend estimate.

Call:
lm(formula = response_value ~ days_since_start, data = model_data)

Residuals:
    Min      1Q  Median      3Q     Max 
-6.6173 -0.7548  0.3855  1.2452  1.5062 

Coefficients:
                 Estimate Std. Error t value Pr(>|t|)    
(Intercept)      8.491041   0.199740  42.511   <2e-16 ***
days_since_start 0.002806   0.002278   1.232    0.219    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 1.611 on 239 degrees of freedom
Multiple R-squared:  0.006308,	Adjusted R-squared:  0.002151 
F-statistic: 1.517 on 1 and 239 DF,  p-value: 0.2192