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Crime Data Analytics
Spatial clustering and temporal pattern mining for incident forecasting.
DBSCAN
Prophet
Time Series
Clustering
Spatial & Temporal Analysis
Geographic Hotspots
Low
High
DBSCAN Clustering
Temporal Patterns
Seasonal
Trend
0
25
50
75
J
F
M
A
M
J
J
A
S
O
N
D
Summer Peak
Category Correlations
Theft
Assault
Fraud
Vandal
Theft
1.0
0.6
0.3
0.7
Assault
0.6
1.0
0.2
0.5
Fraud
0.3
0.2
1.0
0.1
Vandal
0.7
0.5
0.1
1.0
Analytics Pipeline
Integrate
Multi-source
Cluster
DBSCAN
Decompose
Seasonality
Forecast
Prophet
5+
Data Sources
365
Days Analyzed
6
Hotspot Clusters
3
Seasonality Patterns