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Graphs & the Police: How Law Enforcement
Analyze Connected Data at Scale
Christian	Miles
Introduction
• Founded in 2011
• Cambridge (UK), Boston (USA), Toronto (Canada)
• 150 + customers across five verticals and six continents
• We help organizations to understand connected data
Christian	Miles
Technical	Sales	Manager
Agenda
○ Law	Enforcement	Data
○ Open	Crime	Incident	Data
○ Graph-Based	Link	Analysis
○ Q&A
Why	Use	Graphs?
Spot	patterns
Gain	insight	through	interaction
Explore	both	context	and	detail
Communicate	findings
Graph	Use-Cases
Security	&	Law	Enforcement Cyber	Security Anti-Fraud
IT	&	Infrastructure Business	Intelligence
+	Healthcare,	
Pharmaceuticals,	
Manufacturing,	Telecoms,	
IP	management	…
Law	Enforcement	Data
Records
Management
System
Computer-Aided
Dispatch
Business
Intelligence
License
Plate Reader
Call Detail
Records
Intelligence
Internal External
…etc.
Law	Enforcement	Data	Challenges	– Social	Media
Law	Enforcement	Data	Challenges	– Data	Volumes
Law	Enforcement	Data	Storage
Records
Management
System
Computer-Aided
Dispatch
Business
Intelligence
License
Plate Reader
Call Detail
Records
Intelligence
Internal External
Law	Enforcement	Data	Storage
Records
Management
System
Computer-Aided
Dispatch
Business
Intelligence
License
Plate Reader
Call Detail
Records
Intelligence
Internal External
Graph	Database	&	Visualization	Advantages
• Performance
• Flexibility
• Agility
Simplify
reasoning
about data
https://neo4j.com/why-graph-databases/
Introducing	KeyLines
• Cross-browser	compatibility
• Works	on	any	device
• A	fast	developer	experience
• Rapid	deployment
• Easy	maintenance
• Full	customization
• Powerful	functionality
KeyLines	is	a	powerful	SDK	for	building	network	visualization	
web	applications:
Graph	Technologies	for	Law	Enforcement
Graph	Technologies	for	Law	Enforcement
Graph	Technologies	for	Law	Enforcement
Open	Data	Initiatives
https://data.cityofboston.gov/
Loading	Open	Policing	Data	with	Neo4j
Summary,	Q&A
Free	trials	available	at
www.KeyLines.com/try-KeyLines
Or	contact	me	at
christian@cambridge-intelligence.com
https://neo4j.com/

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