119th House — GGUM scores
GGUM ideal point estimates for the 119th House (members scored: 444 of 452; max PSRF: 1.017).
Download
Download H119-ggum-scores.csv — 452 members, 25 columns (Voteview metadata + GGUM θ, θ SD, PSRF).
Off-diagonal members
The following 12 members fall more than 2.5σ off the OLS fit of GGUM θ on W-NOMINATE dim-1. We flag these as diagnostic cases where the two scalings most disagree.
| Member | Party | State | nominate | GGUM θ | residual |
|---|---|---|---|---|---|
| TLAIB | D | MI | -0.29 | -2.98 | -1.48 |
| OMAR | D | MN | -0.30 | -2.83 | -1.31 |
| GONZALEZ | D | TX | -0.39 | -0.67 | +1.18 |
| OCASIO-CORTEZ | D | NY | -0.33 | -2.80 | -1.14 |
| GARCIA | D | TX | -0.76 | -2.22 | +1.02 |
| MASSIE | R | KY | +0.65 | +2.95 | +0.99 |
| MACE | R | SC | +0.35 | +1.81 | +0.95 |
| PRESSLEY | D | MA | -0.38 | -2.75 | -0.94 |
| HARRIGAN | R | NC | +0.97 | +2.19 | -0.93 |
| MCCORMICK | R | GA | +0.89 | +1.90 | -0.93 |
| SMITH | R | NJ | +0.18 | +1.12 | +0.88 |
| MOYLAN | R | GU | +0.33 | -0.04 | -0.81 |
Placements worth a second look
GGUM’s placement of the following members differs from what their established political reputations might lead a reader to expect. We draw attention to these cases so that researchers can consider them before using the estimates for a particular analysis; we are not alleging error.
- FLETCHER. Fletcher is commonly viewed as a pragmatic, swing-district Houston-area moderate Democrat. GGUM places her near the chamber’s left floor in this Congress, breaking her pattern in surrounding terms.
← Back to the GGUM-for-Congress release
The prose on this page was drafted with Anthropic’s Claude Opus 4.7, with plausibility audits by Claude Sonnet 4.5 subagents. The author edited and reviewed throughout.