What problems are increasing in Ghaziabad?

Every civic news report geolocated to Ghaziabad, classified into an open problem vocabulary, and trended as a share of the city's total coverage.

Summary

Crime still dominates local news even as its slice fell 5.2 points. Road-safety coverage grew by 1.8 points, and deaths feature in 29.5% of accident coverage, making mobility the sharper emerging concern.

WATCH Watch whether road deaths, fire incidents and cyber fraud keep gaining attention.

Full category ledger

Category	News Reported	Share Change (points)	Action Rate	Fatal Rate
Governance Policy	3,948	+2.1	1.4%	0.7%
Accidents Road Safety	2,889	+1.8	3.0%	29.5%
Protest Civil Unrest	1,050	+1.4	1.4%	2.0%
Public Safety	1,032	+1.2	1.4%	18.4%
Infrastructure Utilities	812	+0.6	1.1%	1.1%
Education	136	+0.3	0.7%	0.0%
Missing Persons	220	+0.2	5.5%	5.9%
Human Rights Social	114	+0.2	12.3%	3.5%
Terrorism Conflict	67	+0.2	22.4%	7.5%
Corruption Fraud	2,196	+0.1	23.6%	0.3%
Elections Politics	721	+0.1	1.0%	0.0%
Labor Employment	91	+0.1	2.2%	1.1%
Disasters Emergencies	188	-0.0	0.5%	16.5%
Policing Law Enforcement	1,804	-0.2	25.6%	1.7%
Legal Judicial	640	-0.2	34.5%	1.4%
Immigration Border	105	-0.2	7.6%	1.0%
Public Health	1,152	-0.9	0.9%	20.2%
Environment Pollution	898	-1.6	1.2%	0.2%
Crime Violence	12,426	-5.2	37.6%	11.7%

Rising sub-problems

Problem	News Reported	Δpp
Suicide	259	+1.18
Traffic Accident	959	+1.02
Suicide	212	+0.89
Fire Incident	197	+0.76
Fire	143	+0.46
Cyber Fraud	109	+0.44
Lawyers Protest	30	+0.32
Cyberbullying	60	+0.30
Lawyers Strike	27	+0.27
Political Protest	158	+0.25

Receding sub-problems

Problem	News Reported	Δpp
Homicide	4954	-1.27
Assault	830	-1.15
Air Quality	402	-0.96
Robbery	488	-0.66
Farmers Protest	130	-0.62
Gangrape	87	-0.47

Coverage volume by year

Corroborated fatal events (≥3 news reports agreeing; conflicting tolls merged into a range, never summed)

Coverage Month	Event Type	Deaths Reported	Corroborating News Reports
2016-05	Traffic Accident	181	3
2021-01	Building Collapse	20–25	30

30,489 pieces of news reported · deaths shown only for corroborated events, never summed

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What problems are increasing in Ghaziabad?

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