Table 1 Details of the datasets used for the experiments
From: Examining the impact of cross-domain learning on crime prediction
Dataset | Source | Total data | ||
|---|---|---|---|---|
Halifax | Toronto | Vancouver | ||
Historical crime data | Halifax Regional Police/Toronto public safety data portal/Vancouver Open Data Catalogue | 18,818 (year-2014) | 26,507 (year-2014) | 24,573 (year-2014) |
| Â | 17,744 (year-2015) | |||
Dissemination area data | Statistics Canada | 599 | 3702 | 993 |
Demographic data | Canadian Census Analyser | 599 | 3702 | 993 |
Streetlight data | Halifax Regional Municipality | 42,653 | – | – |
Foursquare POI data | Foursquare | 13,195 | 17004 | – |
Foursquare checkin data | Foursquare | 12,171 | 123,397 | – |