115th Senate — GGUM scores

data

GGUM ideal point estimates for the 115th Senate (members scored: 104 of 105; max PSRF: 1.018).

115th Senate — GGUM θ vs W-NOMINATE dim-1

Download

Download S115-ggum-scores.csv — 105 members, 25 columns (Voteview metadata + GGUM θ, θ SD, PSRF).

Off-diagonal members

The following 3 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.

MemberPartyStatenominateGGUM θresidual
GILLIBRANDDNY-0.45-3.56-0.95
CRUZRTX+0.78+1.55-0.89
FLAKERAZ+0.85+1.86-0.88

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.

  • GILLIBRAND. Gillibrand is commonly viewed as a mainstream progressive Democrat. GGUM places her near the extreme-left end of this chamber’s range, 2nd-most-left of 104 senators and among the most left-leaning placements in the full 40-chamber release.

  • CRUZ. Cruz is commonly viewed as among the most conservative Republicans in the Senate. GGUM places him in the upper portion of the Republican range in this chamber, 9th-most-conservative of 54 Republicans, just below the handful of most extreme members.

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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.