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The real problems facing Kansas.

We parse public databases to measure issue severity, stripped of political spin. Below is the objective severity of community issues compared with active public narrative focus.

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Longer bar means bigger problem

Problems are ranked by objective severity (hard data) alone, ignoring media hype and political narratives. 0 means the problem does not exist (utopia). 100 means an absolute, catastrophic crisis.

1. Crime & Safety
64.3 (Moderate)Gravity (0–100)+14.7 above national
2. Political Polarization
56.3 (Moderate)Gravity (0–100)+6.3 above national
3. Healthcare Access
55.0 (Moderate)Gravity (0–100)+4.8 above national
4. Digital Divide
54.9 (Moderate)Gravity (0–100)+4.2 above national
5. Pollution & Public Health
53.2 (Moderate)Gravity (0–100)+3.0 above national
6. AI Governance & Automation
50.0 (Moderate)Gravity (0–100)At national avg
7. Education Quality
47.9 (Okay)Gravity (0–100)1.6 below national
8. Grid Reliability
46.5 (Okay)Gravity (0–100)3.5 below national
9. Job Availability
45.4 (Okay)Gravity (0–100)4.4 below national
10. Water Scarcity
44.2 (Okay)Gravity (0–100)5.5 below national

Comprehensive severity ledger

Detailed breakdown of the raw data, media sentiment, and delta calculations driving the charts above.

Emerging Frictions

Digital Divide
Insufficient coverage
Objective reality (Gravity)54.9/100
Media focus—
Insufficient media coverage for this problem in this state (2 articles). No reliable sentiment score.
National average
50.7/ 100
+4.2 above national
Gravity54.9
Sentiment—
AI Governance & Automation
· Δ 10.4
Objective reality (Gravity)50.0/100
Media focus39.6/100
There is a modest gap on ai governance & automation between the hard data (50.0) and media coverage (39.6) — worth watching, but not a significant divergence.
National average
50.0/ 100
At national avg
Gravity50.0
Sentiment39.6

Economic Reality

Job Availability
· Δ 15.5
Objective reality (Gravity)45.4/100
Media focus29.9/100
There is a modest gap on job availability between the hard data (45.4) and media coverage (29.9) — worth watching, but not a significant divergence.
National average
49.8/ 100
-4.4 below national
Gravity45.4
Sentiment29.9
Wage Stagnation & Income Inequality
△ Δ 22.5
Objective reality (Gravity)42.9/100
Media focus65.5/100
Media coverage is elevated about wage stagnation & income inequality (Media: 65.5), but hard public data reveals this is not as severe as media coverage suggests (Data: 42.9). The public perception is artificially inflated.
National average
49.0/ 100
-6.0 below national
Gravity42.9
Sentiment65.5
Energy Costs
△ Δ 31.1
Objective reality (Gravity)42.4/100
Media focus11.3/100
Kansas is facing a significant gap on energy costs (Severity: 42.4), but local politicians and media are receiving limited media coverage (Media: 11.3). The narrative is sleeping on a major problem.
National average
49.9/ 100
-7.5 below national
Gravity42.4
Sentiment11.3
Food Insecurity
△ Δ 40.4
Objective reality (Gravity)37.4/100
Media focus77.8/100
Media coverage is elevated about food insecurity (Media: 77.8), but hard public data reveals this is not as severe as media coverage suggests (Data: 37.4). The public perception is artificially inflated.
National average
48.2/ 100
-10.8 below national
Gravity37.4
Sentiment77.8
Cost of Living & Inflation
· Δ 18.1
Objective reality (Gravity)34.4/100
Media focus52.5/100
There is a modest gap on cost of living & inflation between the hard data (34.4) and media coverage (52.5) — worth watching, but not a significant divergence.
National average
50.1/ 100
-15.6 below national
Gravity34.4
Sentiment52.5
Housing Affordability
△ Δ 22.7
Objective reality (Gravity)32.4/100
Media focus55.1/100
Media coverage is elevated about housing affordability (Media: 55.1), but hard public data reveals this is not as severe as media coverage suggests (Data: 32.4). The public perception is artificially inflated.
National average
49.7/ 100
-17.4 below national
Gravity32.4
Sentiment55.1

Social & Public Service Infrastructure

Crime & Safety
△ Δ 25.1
Objective reality (Gravity)64.3/100
Media focus39.3/100
Kansas is facing a significant gap on crime & safety (Severity: 64.3), but local politicians and media are receiving limited media coverage (Media: 39.3). The narrative is sleeping on a major problem.
National average
49.6/ 100
+14.7 above national
Gravity64.3
Sentiment39.3
Healthcare Access
· Δ 13.7
Objective reality (Gravity)55.0/100
Media focus41.3/100
There is a modest gap on healthcare access between the hard data (55.0) and media coverage (41.3) — worth watching, but not a significant divergence.
National average
50.1/ 100
+4.8 above national
Gravity55.0
Sentiment41.3
Education Quality
△ Δ 37.1
Objective reality (Gravity)47.9/100
Media focus10.9/100
Kansas is facing a significant gap on education quality (Severity: 47.9), but local politicians and media are receiving limited media coverage (Media: 10.9). The narrative is sleeping on a major problem.
National average
49.6/ 100
-1.6 below national
Gravity47.9
Sentiment10.9
Mental Health & Addiction Crisis
△ Δ 23.9
Objective reality (Gravity)41.3/100
Media focus65.3/100
Media coverage is elevated about mental health & addiction crisis (Media: 65.3), but hard public data reveals this is not as severe as media coverage suggests (Data: 41.3). The public perception is artificially inflated.
National average
50.2/ 100
-8.9 below national
Gravity41.3
Sentiment65.3
Transportation & Traffic
✓ Δ 1.9
Objective reality (Gravity)28.0/100
Media focus26.1/100
Objective facts and media discussion are aligned on transportation & traffic (28.0 severity). What you read in the headlines matches reality.
National average
48.5/ 100
-20.5 below national
Gravity28.0
Sentiment26.1

Environmental & Resource Security

Pollution & Public Health
· Δ 9.3
Objective reality (Gravity)53.2/100
Media focus62.5/100
There is a modest gap on pollution & public health between the hard data (53.2) and media coverage (62.5) — worth watching, but not a significant divergence.
National average
50.2/ 100
+3.0 above national
Gravity53.2
Sentiment62.5
Grid Reliability
△ Δ 28.4
Objective reality (Gravity)46.5/100
Media focus74.9/100
Media coverage is elevated about grid reliability (Media: 74.9), but hard public data reveals this is not as severe as media coverage suggests (Data: 46.5). The public perception is artificially inflated.
National average
49.9/ 100
-3.5 below national
Gravity46.5
Sentiment74.9
Water Scarcity
· Δ 17.8
Objective reality (Gravity)44.2/100
Media focus62.0/100
There is a modest gap on water scarcity between the hard data (44.2) and media coverage (62.0) — worth watching, but not a significant divergence.
National average
49.7/ 100
-5.5 below national
Gravity44.2
Sentiment62.0
Climate Vulnerability
· Δ 17.5
Objective reality (Gravity)42.4/100
Media focus59.8/100
There is a modest gap on climate vulnerability between the hard data (42.4) and media coverage (59.8) — worth watching, but not a significant divergence.
National average
49.2/ 100
-6.8 below national
Gravity42.4
Sentiment59.8

Systemic & Governance Frictions

Political Polarization
· Δ 9.7
Objective reality (Gravity)56.3/100
Media focus66.0/100
There is a modest gap on political polarization between the hard data (56.3) and media coverage (66.0) — worth watching, but not a significant divergence.
National average
50.0/ 100
+6.3 above national
Gravity56.3
Sentiment66.0
Government Inefficiency
✓ Δ 6.7
Objective reality (Gravity)44.1/100
Media focus50.8/100
Objective facts and media discussion are aligned on government inefficiency (44.1 severity). What you read in the headlines matches reality.
National average
49.5/ 100
-5.4 below national
Gravity44.1
Sentiment50.8
Corporate Influence in Politics
· Δ 13.5
Objective reality (Gravity)43.7/100
Media focus57.2/100
There is a modest gap on corporate influence in politics between the hard data (43.7) and media coverage (57.2) — worth watching, but not a significant divergence.
National average
49.6/ 100
-5.9 below national
Gravity43.7
Sentiment57.2