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A few years ago - for the 117th - I ran a simple scorecard using NOMINATE's first dimension scores, the Lugar Center's bipartisan index scores and the Center for Effective Lawmaking's legislative effectiveness scores for the Senate.

The completely unsurprising outcome for best performers (low ideological score, good bipartisan behavior, comparatively high levels of legislation implemented) consisted of 1-5: Tester, Peters, Hassan, Murkowski and Klobuchar while the equally unsurprising worst performers were 100-96: Tuberville, Sasse, Hagerty, Johnson and Paul. Given entrenched non-centrism on the right, I was unsurprised, too, to find 80% of the top performers to be centrist Democrats and 100% of the worst, most uncooperative and intransigent performers to be non-centrist Republicans.

Inconsistent production of studies from Lugar and CEL rendered ongoing production problematic, but I found it directionally quite useful (and I wish they'd be more regular since the studies are quite interesting).

Confirmation biases affect most studies or chart choices but if one tries to be evidence rather than editorial based one can cut out a lot of non-evidence based nonsense. I mostly use NOMINATE to examine longitudinal ideological shifts, ideological positions of the congress, chambers, committees, caucuses, demographics, individual bill support and so on. I've used Cook PVI and NOMINATE data to topline D/R+20 districts (there are 94 in the 119th) in various ways.

Simple shapes and colors can be useful problem solving tools, especially during periods of decreased access to educational opportunity, a bellwether of polarization if ever there was one.

Cheers - good luck. I like what I see. :-) - Chip

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