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NLPAI  /  Candidate Evaluation

Seven questions every candidate should answer.

The 7C framework assesses candidates and political contests on capability, integrity, public service and performance — not on party label or popularity.

The framework

Select a dimension.

C1

Citizen

Understand residents' needs, public priorities, lived experiences and expectations of representation.

Guiding questions
  • What do residents say matters most?
  • Whose voices are missing from the record?
  • What does good representation look like here?
Interactive demonstration

A score is a judgement. Confidence is the evidence.

Move the sliders to see how a 7C profile is presented. Note how the confidence rating depends on how much of the record could be verified — not on how high the score is.

Demonstration only. This tool does not describe any real candidate. Published assessments will document every indicator and source.

C1C2C3C4C5C6C7
Confidence ratingMedium
Annotating a printed report
Inside a candidate report

What a published assessment contains.

  1. Candidate profile and public record
  2. Regional needs assessment
  3. Policy and manifesto review
  4. Evidence supporting each finding
  5. Strengths, weaknesses and unanswered questions
  6. Comparison with other candidates using the same published criteria
  7. A confidence rating based on the completeness of available evidence

Important distinction. An assessment is not an objective fact simply because it has a score. Every score is an analytical judgement — transparent, reviewable and open to correction.

Next step

Read the methodology. Challenge it.

Methodology drafts are published for consultation. Corrections and complaints are handled through a documented process.