A transparent and verifiable information resource for rating politicians' performance.

I've taken a look at the Reddit discussion.

Analysis: The creator of a chart grading Congress faced intense skepticism from users who demanded to know the methodology and data sources. Comments like "Trusted real-world data, such as?", "This post without a description of the criteria isn't useful," and "Yeah man, you're gonna need to actually cite your sources" highlight a strong user need. Users aren't necessarily against the idea of grading politicians, but they are deeply distrustful of data presented without a transparent methodology and verifiable sources. There's a desire to understand how our leaders are performing without the noise of news and media, but it's conditional on the trustworthiness of the information.

Product Opportunity: There's a clear opportunity for an information resource, likely a website or interactive platform, dedicated to evaluating politicians (e.g., members of Congress) based on explicitly stated, transparent criteria, with every data point and claim backed by verifiable, linked sources.

Specific Product Suggestion: A "Transparent Politician Scorecard" platform.

Key Features:

  1. Explicit Criteria Definition: Clearly outline the metrics used for evaluation (e.g., legislative effectiveness defined by bills sponsored/passed, voting records on key issues, attendance, campaign finance transparency, alignment with constituent stated priorities).
  2. Verifiable Data Sources: Each metric and resulting score for a politician must be directly linked to primary sources (e.g., official congressional records, FEC filings, reputable independent CBO reports, publicly available voting records).
  3. Methodology Transparency: A detailed explanation of how data is collected, weighted (if applicable), and how scores are calculated. This should be easily accessible and understandable.
  4. User Drill-Down Capability: Users should be able to click on any score or claim and see the underlying data and source links.
  5. Non-Partisan Stance (or Clearly Declared Bias): The platform should strive for objective data presentation. If there's an inherent leaning in criteria selection, it must be declared upfront.
  6. Regular Updates: Data should be kept current, reflecting ongoing legislative sessions and activities.

Expected Benefits:

  1. Builds User Trust: Directly addresses the skepticism seen in the comments by providing the transparency and verifiability users demand.
  2. Provides Actionable, Defensible Insights: Moves beyond subjective opinions to offer data-backed assessments of political performance.
  3. Educates the Electorate: Helps citizens understand political actions and performance beyond media soundbites or partisan rhetoric.
  4. Fills an Information Gap: While many organizations rate politicians, one that prioritizes radical transparency in its data and methodology could distinguish itself and gain significant user loyalty.
  5. Potential for Civic Engagement: Could empower voters with concrete information to make more informed decisions and hold representatives accountable.

Origin Reddit Post

r/dataisbeautiful

[OC] How 118th Congress Performed: Grade Distribution Senators and Representatives

Posted by u/RateYourGov06/13/2025
This chart shows the grade distribution of the 118th Congress. The grades are based on Legislative impact, Independence, Issue alignment and Constituents services. Grades were calculated us

Top Comments

u/daboot013
Who the fuck has any expectations other than holy fuck you guys suck (and yes. That means your favorite party too. Its all one big club, and we ain't in it.)
u/RateYourGov
The chart tells us why we all feel that Congress is broken and not working for the American people. If we understand how our leaders are performing without the noise of news and media, we can
u/RateYourGov
The chart tells us why we all feel that Congress is broken and working for the American people. If we understand how our leaders are performing without the noise of news and media, we can cho
u/n1tr0u5
It’s the work of lauded expert, Dr. Meebro
u/pacowek
Yeah man, you're gonna need to actually cite your sources.
u/SvenTheHorrible
Never seen more suspect data in my fuckin life lmfao What factors are being considered? Cuz from my point of view they all get poor performance currently.
u/perldawg
they got it at the Trusted Real World Data Center
u/SvenTheHorrible
Never seen more suspect data in my fuckin life lmfao What factors are being considered? Cuz from my point of view they all get poor performance currently.
u/TSSalamander
There seems to be a single republican who got excellent. Who's that?
u/Mason11987
“Trusted real world data”, such as? This post without a description of the criteria isn’t useful.
u/Mason11987
“Trusted real world data”, such as? This post without a description of the criteria isn’t useful.
u/n1tr0u5
It’s the work of lauded expert, Dr. Meebro
u/Nicodemus888
My expectations are shit poor performance. They met those expectations. So which am I supposed to put?
u/SvenTheHorrible
Never seen more suspect data in my fuckin life lmfao What factors are being considered? Cuz from my point of view they all get poor performance currently.
u/PM_ME_UR_VULVASAUR_
Trump's self-doctored letter. His IQ is bigly.
u/PM_ME_UR_VULVASAUR_
Trump's self-doctored letter. His IQ is bigly.
u/perldawg
they got it at the Trusted Real World Data Center
u/RateYourGov
The chart tells us why we all feel that Congress is broken and working for the American people. If we understand how our leaders are performing without the noise of news and media, we can cho
u/pacowek
Yeah man, you're gonna need to actually cite your sources.
u/perldawg
they got it at the Trusted Real World Data Center
u/Nicodemus888
My expectations are shit poor performance. They met those expectations. So which am I supposed to put?
u/Nicodemus888
My expectations are shit poor performance. They met those expectations. So which am I supposed to put?
u/Mason11987
“Trusted real world data”, such as? This post without a description of the criteria isn’t useful.
u/PM_ME_UR_VULVASAUR_
Trump's self-doctored letter. His IQ is bigly.
u/SvenTheHorrible
Never seen more suspect data in my fuckin life lmfao What factors are being considered? Cuz from my point of view they all get poor performance currently.
u/Mason11987
“Trusted real world data”, such as? This post without a description of the criteria isn’t useful.
u/gpolk
You guys must have some very low expectations.
u/pacowek
Yeah man, you're gonna need to actually cite your sources.
u/SvenTheHorrible
Never seen more suspect data in my fuckin life lmfao What factors are being considered? Cuz from my point of view they all get poor performance currently.
u/gpolk
You guys must have some very low expectations.
u/pacowek
Yeah man, you're gonna need to actually cite your sources.
u/daboot013
Who the fuck has any expectations other than holy fuck you guys suck (and yes. That means your favorite party too. Its all one big club, and we ain't in it.)
u/daboot013
Who the fuck has any expectations other than holy fuck you guys suck (and yes. That means your favorite party too. Its all one big club, and we ain't in it.)
u/Nicodemus888
My expectations are shit poor performance. They met those expectations. So which am I supposed to put?
u/RateYourGov
The chart tells us why we all feel that Congress is broken and working for the American people. If we understand how our leaders are performing without the noise of news and media, we can cho
u/Nicodemus888
My expectations are shit poor performance. They met those expectations. So which am I supposed to put?
u/PM_ME_UR_VULVASAUR_
Trump's self-doctored letter. His IQ is bigly.
u/perldawg
they got it at the Trusted Real World Data Center
u/n1tr0u5
It’s the work of lauded expert, Dr. Meebro
u/gpolk
You guys must have some very low expectations.
u/n1tr0u5
It’s the work of lauded expert, Dr. Meebro
u/TSSalamander
There seems to be a single republican who got excellent. Who's that?
u/PM_ME_UR_VULVASAUR_
Trump's self-doctored letter. His IQ is bigly.
u/gpolk
You guys must have some very low expectations.
u/perldawg
they got it at the Trusted Real World Data Center
u/daboot013
Who the fuck has any expectations other than holy fuck you guys suck (and yes. That means your favorite party too. Its all one big club, and we ain't in it.)
u/n1tr0u5
It’s the work of lauded expert, Dr. Meebro
u/TSSalamander
There seems to be a single republican who got excellent. Who's that?
u/TSSalamander
There seems to be a single republican who got excellent. Who's that?
u/Mason11987
“Trusted real world data”, such as? This post without a description of the criteria isn’t useful.
u/gpolk
You guys must have some very low expectations.
u/RateYourGov
The chart tells us why we all feel that Congress is broken and working for the American people. If we understand how our leaders are performing without the noise of news and media, we can cho
u/daboot013
Who the fuck has any expectations other than holy fuck you guys suck (and yes. That means your favorite party too. Its all one big club, and we ain't in it.)
u/pacowek
Yeah man, you're gonna need to actually cite your sources.
u/TSSalamander
There seems to be a single republican who got excellent. Who's that?

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