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RWM
RepublicanKansas SenateParty nominee

Roger W Marshall

Political group

Unclassified

Race role

Incumbent Senator

Leadership Score (WATT)Scale 0–100
15.12Media impression score derived from bias-weighted sentiment analysis.
Raw Leadership Score43.54
Friction-28.42
Leadership Score (WATT): a 0–100 score measuring positive leadership momentum, weighted by outlet bias. “Mount Rushmore” names the top of the scale as a brand metaphor — a measurement, not a literal historical calibration. How we score.
Effectiveness (‘e’) — measuredMeasured from federal record
1.51/10Problem-solving capability measured from sponsored legislation, committee roles, and tenure.

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Career background

Legislative record242Bills authored in Congress
Amendments passed: 0
Bipartisan index0.69GovTrack bipartisanship index
High cross-aisle alignment
Campaign Funding
Grassroots (individual)60%
PAC / corporate40%
Missed votes--

Leadership strengths

Risk-Taking

Articles: 2 · Bias weight: 1x

Weighted score0.751

Communication Skills

Articles: 15 · Bias weight: 0.96x

Weighted score0.705

Focus on the Common Good

Articles: 17 · Bias weight: 0.941x

Weighted score0.681

Leadership frictions

Frustration/Optimism is not present but 'Frustration' is related to 'Optimism' so we can say 'Optimism' is implicitly demonstrated as its opposite

Articles: 1 · Weight: Friction Coefficient

Friction score-0.700

Cowardice

Articles: 8 · Weight: Friction Coefficient

Friction score-0.696

Corruption / Dishonesty

Articles: 19 · Weight: Friction Coefficient

Friction score-0.638

Authoritarianism

Articles: 10 · Weight: Friction Coefficient

Friction score-0.558