Crime event prediction with dynamic features

EPJ Data Science

Table 1 Spearman’s rank correlation coefficients between POI categories and crime event types

POI Category	Type of crime event
POI Category	Drug Offence	Assault	Unlawful Entry	Theft	Fraud
Arts and Entertainment	0.39	0.39	0.25	0.43	0.42
College and University	0.13	0.24	0.29	0.41	0.09
Food	0.35	0.38	0.27	0.4	0.37
NightLife Spot	0.51	0.48	0.15	0.47	0.36
Outdoor and Recreation	0.2	0.23	0.09	0.14	0.04
Professional and Other Places	0.28	0.32	0.15	0.37	0.34
Residential	0.03	0.18	0.06	0.03	0.02
Shop and Services	0.4	0.47	0.36	0.49	0.51
Travel and Transport	0.3	0.37	0.15	0.39	0.3