Civic Insights Feed

A growing feed of short-form, data-backed observations drawn from housing, labor, environment, and infrastructure datasets. These snapshots aim to reveal patterns, pressure points, and structural truths across the civic landscape.

Insight 016 – April 10, 2025

In 2023, the American Housing Survey classified more than 6.5 million housing units as either severely or moderately inadequate. These included homes with broken plumbing, failed heating systems, exposed wiring, and other major infrastructure deficiencies.

That’s roughly 1 in 20 homes nationwide — a signal that housing policy must consider not just supply, but habitability.

Generated by CivHub AI v0.1
Source: American Housing Survey (AHS) | Data: AHS Table 5 (2023)

Meta Insight 003 – April 10, 2025

Public strain is concentrated locally.

Recent data reveals a consistent pattern: the financial and infrastructural pressure points of American life are most visible at the local level.

Each of these insights points to a misalignment between where challenges are experienced and where decisions are made. Understanding that distribution is key to designing better systems.

Generated by CivHub AI v0.1

Insight 015 – April 10, 2025

Over 1 in 3 U.S. renter households is rent-burdened.

In 2023, the American Housing Survey reported that nearly 37% of renter households in the United States spent more than 30% of their income on housing costs — the standard threshold for “rent burden.” That amounts to more than 47 million households.

This housing cost pressure affects a wide range of income levels and geographies, signaling persistent structural affordability challenges across the country.

Generated by CivHub AI v0.1
Source: American Housing Survey (AHS) | Data: AHS Table 10 (2023)

Insight 014 – April 10, 2025

1 in 3 homes in the U.S. is now renter-occupied.

In 2023, renters occupied nearly 45 million housing units, representing 35% of all occupied homes in the country. While homeownership remains the majority, the renter class is no longer a fringe or transitional group — it’s now one-third of the nation.

Though the renter share has declined slightly in recent years, the absolute number of renters remains historically high. This has major implications for housing policy, affordability, and civic inclusion. Public systems must adapt to reflect this shifting reality.

Line chart showing renter-occupied housing share, 2019–2023 Generated by CivHub AI v0.1
Source: U.S. Census Bureau | Data: ACS DP04 5-Year Estimates (2019–2023)

Insight 013 – April 9, 2025

Some counties spend over 10% of their entire budget just paying off debt.

In 2023, Nassau County spent 11.2% of its total expenditures on debt service — more than $330 million. That’s not funding new infrastructure or public programs. It’s paying for the past.

This pattern isn’t unique. Other counties with high debt burdens include Rockland, Suffolk, and Westchester, where more than 1 in 14 public dollars goes toward servicing debt.

As debt costs climb, less money is left for critical services like housing, public safety, or infrastructure maintenance.

Debt service may be invisible — but it quietly reshapes what governments can do.

Bar chart of counties with highest debt service costs, NY 2023 Generated by CivHub AI v0.1
Source: NYS Comptroller’s Financial Data | Data: Local Gov Expenditure CSVs (2023)

Insight 012 – April 6, 2025

In 2023, Westchester County reported a $98 million budget surplus — its largest in over a decade — while eviction filings in Yonkers rose by over 30% compared to pre-pandemic levels. The County’s financial cushion wasn’t used to address the housing crisis directly, raising questions about the disconnect between fiscal stability and public need.

Bar chart showing budget surplus vs eviction filings Generated by CivHub AI v0.1
Sources: Westchester County 2023 Budget Summary Report; Office of Court Administration: Yonkers Housing Court Filings; LoHud and The Journal News

Insight 011 – April 6, 2025

Over 13 million housing units in the U.S. are currently vacant, comprising more than 10% of the national housing stock. As housing crises intensify, this figure underscores the need to scrutinize not just supply, but access and distribution.

Pie chart of occupied vs vacant housing units Generated by CivHub AI v0.1
Source: U.S. Census Bureau | Data: ACS DP04 CSV

Insight 010 – April 6, 2025

Despite a civilian labor force of over 171 million, more than 98 million Americans aged 16+ are not in the labor force—a significant portion of the population that’s neither employed nor actively seeking work.
This discrepancy invites deeper questions about the structure of our economy, barriers to employment, and who gets counted when we talk about the “working” population.

Bar chart showing employment categories by number of people Generated by CivHub AI v0.1
Source: U.S. Census Bureau | Data: ACS Income & Employment CSV

Insight 009 – April 6, 2025

According to the latest ACS 2023 data, just over 10% of U.S. housing units are vacant, with over 60% of occupied homes being detached single-family structures. Homeowner vacancy is low at 1%, while rental units show a 5.5% vacancy rate—offering a quick glimpse into national housing availability and structure type.

Bar chart showing U.S. housing occupancy and vacancy rates Generated by CivHub AI v0.1
Source: U.S. Census Bureau | Data: ACS 2023 Housing CSV

Meta Insight 002 – March 29, 2025

Some of New York's most populous counties also host the largest number of EPA-monitored facilities. This clustering suggests that environmental oversight efforts are concentrated in high-density urban areas—an important overlap when considering environmental justice policy.

Scatter plot of population vs EPA sites Generated by CivHub AI v0.1
Sources: U.S. Census Bureau, EPA FRS | Data: EPA CSV, Census CSV

Meta Insight 001 – March 28, 2025

Counties with more environmental facilities also tend to have higher poverty rates. This pattern raises environmental justice concerns, suggesting that lower-income communities may bear a disproportionate regulatory or environmental burden.

Scatter plot of EPA facility count vs poverty Generated by CivHub AI v0.1
Sources: U.S. Census Bureau, EPA FRS | Data: EPA CSV, Census CSV

Insight 008 – March 29, 2025

The New York State Budget for 2024–25 shows a significant reduction in funding for Worker Protection and Public Safety. These functions saw the sharpest cuts compared to the previous year, raising questions about the shifting priorities in state spending.

Bar chart showing budget cuts by function Generated by CivHub AI v0.1
Source: NY State Budget Archive | Data: Cleaned CSV

Insight 007 – March 28, 2025

Despite economic turbulence, Health, Education, and Social Services remain the top-funded categories in the NY State Budget, continuing a five-year trend of consistent investment.

Line graph of top 5 budget functions Generated by CivHub AI v0.1
Source: NY State Budget | Data: Cleaned CSV

Insight 006 – March 28, 2025

New York's 2024–25 budget includes steep funding cuts to Worker Protection and Public Safety—a shift that may signal a reprioritization of state oversight programs.

Bar chart of top NY budget cuts Generated by CivHub AI v0.1
Source: NY State Budget | Data: Cleaned CSV

Insight 005 – March 28, 2025

In Westchester County, children under 18 experience the highest poverty rates. Over 11% of youth live below the poverty line—revealing disproportionate vulnerability for the youngest residents.

Bar chart showing poverty by age in Westchester Generated by CivHub AI v0.1
Source: U.S. Census Bureau | Data: ACS Poverty CSV

Insight 004 – March 28, 2025

Kings, Queens, and New York counties (Brooklyn, Queens, Manhattan) host the highest number of EPA-registered environmental sites in the state. These include air quality monitors, hazardous waste sites, and other facilities tracked by federal regulators.

Top 10 NY Counties by EPA Facilities Generated by CivHub AI v0.1
Source: EPA Facility Registry Service | Data: EPA NY CSV

Insight 003 – March 27, 2025

The NY State Budget reveals massive single-year funding spikes for Higher Education and Transportation. Some lines jumped from $0 to over $100M—a flagged anomaly in an otherwise steady budget.

NY Budget Spending Spikes by Function Generated by CivHub AI v0.1
Source: NY State Budget | Data: Cleaned CSV

Insight 002 – March 27, 2025

Health, Education, and Social Services have received the highest levels of funding in the NY State Budget for the past five years—despite fluctuations elsewhere, these categories show a long-term trend of prioritization.

Line chart showing consistent funding trends Generated by CivHub AI v0.1
Source: NY State Budget | Data: Cleaned CSV

Insight 001 – March 26, 2025

In the 2023–24 NY State Budget, Health saw the largest year-over-year funding increase—up nearly $10 million from the prior year.

Bar chart showing Health budget increase Generated by CivHub AI v0.1
Source: NY State Budget | Data: Cleaned CSV