Civilian stakeholder cohort

Public-benefit users

People or households using source-defined public benefit programs.

Stakeholder ID: stakeholder:public-benefit-users

Included: People or households using source-defined public benefit programs.

Not included: No political view, affiliation, endorsement, or individual identity is inferred.

Source basis: U.S. Census Bureau

Geography / as of: United States · 2026-07-18

Estimate: unavailable; no estimate has been fabricated.

This profile describes documented stakes, not a uniform viewpoint. Members may disagree about priorities, causes, remedies, and policy outcomes.

Modeled neighbors

These technically valid KNN outputs are published independently of evidence status. Similarity does not establish alliance, consent, affiliation, endorsement, representation, communication, or political behavior.

Housing-cost-burdened households — Modeled similarity 0.737; D7; rank 1; limited reliability; evidence insufficient evidence
Renters — Modeled similarity 0.737; D7; rank 2; limited reliability; evidence insufficient evidence
Technology and Innovation Leaders — Modeled similarity 0.696; D6; rank 3; limited reliability; evidence insufficient evidence
People subject to automated public decisions — Modeled similarity 0.691; D6; rank 4; limited reliability; evidence insufficient evidence
Research and Academic Leaders — Modeled similarity 0.691; D6; rank 5; limited reliability; evidence insufficient evidence
Priority Civic Stakeholders — Urban Honolulu — Modeled similarity 0.688; D6; rank 6; limited reliability; evidence insufficient evidence
Priority Civic Stakeholders — Washington, DC — Modeled similarity 0.687; D6; rank 7; limited reliability; evidence insufficient evidence
Transit riders — Modeled similarity 0.681; D6; rank 8; limited reliability; evidence insufficient evidence
Territorial and island communities — Modeled similarity 0.675; D6; rank 9; limited reliability; evidence insufficient evidence
Senior Professional and Institutional Leaders — Modeled similarity 0.673; D6; rank 10; limited reliability; evidence insufficient evidence

Evidence-supported relationships

These issue relationships are an independent evidence overlay; an empty section does not affect modeled neighbors.

Administrative Discretion & Accountability — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Anti-Asian Bias & Indo-Tibetan Misclassification — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Antisemitic Conspiracy Narratives, Scapegoating & Power Myths — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Antisemitism Definition, Measurement & Expression Boundaries — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Asylum Access & Due Process — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names eligibility as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Childcare, Eldercare, Leave & Household Decision-Making — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Coastal Climate Risk & Insurance — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Coercive Enforcement, Administrative Domination & Remedy — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Collective Blame, Dual-Loyalty Suspicion & Jewish Identity Conflation — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Community Benefit & Impact Measurement — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Cross-Border Family Stability — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Data, AI, Mobility & Gender-Responsive Services — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Digital, Media & Algorithmic Amplification of Antisemitism — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Disabled & Wounded Service Member Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Disaster Recovery & Community Resilience — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Extraction, Land Use & Community Consent — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Family Recognition — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Gender-Based Safety — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Himalayan Borderland Mobility & Family Life — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Himalayan Language & Cultural Continuity — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Holocaust Denial, Distortion & Memory Governance — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Immigrant Family Stability — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Incarceration & Reentry — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Income & Wealth Security — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Indigenous Sovereignty & Public Systems — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Heritage, Civic Voice & Loyalty Suspicion — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Indo-Tibetan Migration, Asylum & Consular Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Indo-Tibetan Self-Naming & Data Fidelity — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Transnational Pressure & Digital Safety in Indo-Tibetan Communities — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Indo-Tibetan Youth, Education & Belonging — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Inland Water, Drought & Heat — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Institutional Antisemitism, Exclusion & Equal Participation — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Institutional Protection, Justice, Survivor Remedy & Redress — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Internal & Climate Displacement — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Labor, Education & Public-Service Segregation — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Land, Housing, Resource Allocation & Separate Development — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Latinidad Family Stability & Belonging — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Latinidad Health Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Latinidad Language Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Latino Community Differences & Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Legal Status Stratification & Unequal Citizenship — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
LGBTQ+ Aging & Long-Term Care — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
LGBTQ+ Military Service — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
LGBTQ+ Safety & Targeted Harm — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Maternal Health Equity — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Men in Indo-Tibetan & Himalayan Communities — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Entry, Retention & Promotion — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Military Family Care & Mobility — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Military Sexual Harm & Accountability — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Political Exclusion, Representation & Self-Government — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Privacy & Surveillance — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Public-Service Capacity — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Racial & Religious Minority Military Service — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Refugee Resettlement & Integration — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Regional Labor-Market Transition — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Religious Land Use & Community Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Religious & Monastic Institutions in Himalayan Communities — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Reserve, Guard & Civilian Employment — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Rural Access & Service Capacity — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
State & Local Policy Divergence — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Suburban Diversity & Institutional Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Territorial, Island & Commonwealth Status — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Territorial Separation, Movement & Residency Control — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Tibetan Diaspora, Statelessness & Documentation — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names eligibility, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Trans Participation in Public Life — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names eligibility, administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Transportation & Digital Connectivity — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Tribal, Frontier & Borderland Jurisdiction — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Urban Affordability & Displacement — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Veteran Health & Mental Health — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Veteran Housing & Homelessness — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Veteran Transition, Employment & Credentialing — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Veterans’ Civic Belonging & Public Narrative — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Voting Access — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names administrative as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Agriculture & Food Systems — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Education & Academia — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women’s Entrepreneurship & Small-Business Ownership — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Finance & Professional Services — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Healthcare & Care Work — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Hospitality, Retail & Service Work — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Indo-Tibetan & Himalayan Communities — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Law, Courts & Public Safety — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Manufacturing & Industrial Work — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Media, Arts & Entertainment — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women’s Military Service Conditions — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit, service as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Skilled Trades & Construction — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Technology & Engineering — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.
Women in Transportation & Logistics — Research-gap relationship; mixed; evidence confidence 0.35. The governed issue scope names benefit as a material exposure, service, role, or dependency relevant to this source-defined cohort.

Profile completeness: 45.8%; unassessed values remain missing, never zero.

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