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Prism Geo · India · Madhya Pradesh · Gwalior · What the record is made of — Gwalior
Civic record · Gwalior

What the record is made of — Gwalior

The composition of the city's civic coverage: what gets reported, what's growing, what's fading.

civic · prism engine

What's reported in Gwalior

5,558 civic reports · 2016–2026

Crime & Violence2,18839.4% of civic news
Governance & Policy81714.7% of civic news
Accidents & Road Safety64411.6% of civic news
Corruption & Fraud3796.8% of civic news
Policing & Law Enforcement2404.3% of civic news
Public Safety2374.3% of civic news
Public Health2073.7% of civic news
Protest & Civil Unrest1933.5% of civic news
civic · prism engine

Rising concerns in Gwalior

Change in share of local civic news, 2024–26 vs 2021–23 (percentage points)

Accidents & Road Safety644+4.3 pp
Corruption & Fraud379+3.1 pp
Crime & Violence2,188+2.0 pp
Courts & Judiciary169+1.4 pp
Missing Persons63+0.4 pp
civic · prism engine

Receding concerns in Gwalior

Change in share of local civic news, 2024–26 vs 2021–23 (percentage points)

Governance & Policy817-4.8 pp
Elections & Politics178-3.6 pp
Protest & Civil Unrest193-1.2 pp
Infrastructure & Utilities96-1.0 pp
Public Safety237-0.4 pp
Public Health207-0.3 pp
civic · prism engine

Crime & violence in Gwalior

Homicide898type
Assault147type
Theft132type
Sexual Assault81type
Kidnapping69type
Domestic Abuse65type
Robbery40type

Real incidents behind the numbers homicide coverage peaked in Jul 2023 (48 news reports that month); kidnapping coverage peaked in Nov 2023 (24 news reports that month).

civic · prism engine

Accidents & road safety in Gwalior

Traffic Accident200type
Aircraft Crash55type
Fire Incident44type
Train Fire26type
Fire22type
Train Accident21type
Factory Fire18type

Real incidents behind the numbers the Mar 2021 traffic accident (12–13 deaths across news reports); the May 2020 fire (7 deaths across news reports); the Jul 2022 traffic accident (5–6 deaths across news reports).

civic · prism engine

Corruption & fraud in Gwalior

Money Laundering70type
Bribery47type
Cyber Fraud23type
Exam Scam8type
Embezzlement7type
Flood Relief Scam7type
Recruitment Scam6type
civic · prism engine

Civic reports in Gwalior over time

2026: 47420162026474

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