From: Built environment attributes and crime: an automated machine learning approach
Crime type | Occurrence | Building | Door | Fence | Streetlight | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Min | Avg | Max | Min | Avg | Max | Min | Avg | Max | Min | Avg | Max | ||
Anti-social behaviour | 728 | 0 | 6.8 | 18 | 0 | 1.8 | 16 | 0 | 1.8 | 26 | 0 | 0.5 | 6 |
Bicycle theft | 25 | 0 | 7.1 | 16 | 0 | 2.1 | 13 | 0 | 1.3 | 13 | 0 | 0.3 | 2 |
Burglary | 354 | 0 | 7.1 | 20 | 0 | 2 | 13 | 0 | 2 | 28 | 0 | 0.4 | 5 |
Criminal damage and arson | 478 | 0 | 6.7 | 19 | 0 | 1.8 | 13 | 0 | 2 | 28 | 0 | 0.4 | 6 |
Drugs | 228 | 0 | 7.2 | 16 | 0 | 1.9 | 10 | 0 | 1.8 | 21 | 0 | 0.5 | 6 |
Possession of weapons | 65 | 0 | 6.8 | 17 | 0 | 2 | 11 | 0 | 1.4 | 11 | 0 | 0.4 | 3 |
Public order | 545 | 0 | 6.1 | 17 | 0 | 1.5 | 11 | 0 | 1.4 | 15 | 0 | 0.3 | 6 |
Robbery | 71 | 0 | 5.5 | 13 | 0 | 1.6 | 11 | 0 | 0.9 | 9 | 0 | 0.3 | 3 |
Shoplifting | 326 | 0 | 5.7 | 16 | 0 | 1.3 | 11 | 0 | 1.2 | 16 | 0 | 0.4 | 5 |
Theft from the person | 75 | 0 | 4.7 | 18 | 0 | 1.2 | 7 | 0 | 1.1 | 11 | 0 | 0.3 | 5 |
Vehicle Crime | 360 | 0 | 1 | 9 | 0 | 1 | 15 | 0 | 0.3 | 3 | 0 | 1.5 | 16 |
Violence and sexual offences | 2033 | 0 | 6.6 | 22 | 0 | 1.8 | 18 | 0 | 1.6 | 28 | 0 | 0.4 | 7 |
Average | 440.7 | 0.0 | 5.9 | 16.8 | 0.0 | 1.7 | 12.4 | 0.0 | 1.4 | 17.4 | 0.0 | 0.5 | 5.8 |
Crime type | Occurrence | Tree | Window | Hedge | Garage | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Min | Avg | Max | Min | Avg | Max | Min | Avg | Max | Min | Avg | Max | ||
Anti-social behaviour | 728 | 0 | 1.8 | 16 | 0 | 24.1 | 83 | 0 | 0.3 | 6 | 0 | 0.4 | 11 |
Bicycle theft | 25 | 0 | 1.7 | 13 | 0 | 23.7 | 75 | 0 | 0.6 | 6 | 0 | 0.5 | 5 |
Burglary | 354 | 0 | 2 | 20 | 0 | 23 | 93 | 0 | 0.4 | 7 | 0 | 0.4 | 11 |
Criminal damage and arson | 478 | 0 | 1.9 | 19 | 0 | 22.3 | 80 | 0 | 0.3 | 7 | 0 | 0.4 | 6 |
Drugs | 228 | 0 | 1.2 | 14 | 0 | 25.3 | 80 | 0 | 0.3 | 6 | 0 | 0.4 | 5 |
Possession of weapons | 65 | 0 | 1.7 | 17 | 0 | 18.8 | 66 | 0 | 0.4 | 4 | 0 | 0.4 | 6 |
Public order | 545 | 0 | 1.7 | 18 | 0 | 20.1 | 83 | 0 | 0.3 | 7 | 0 | 0.3 | 6 |
Robbery | 71 | 0 | 2 | 12 | 0 | 16.5 | 62 | 0 | 0.3 | 4 | 0 | 0.2 | 5 |
Shoplifting | 326 | 0 | 1.5 | 20 | 0 | 17.5 | 85 | 0 | 0.3 | 7 | 0 | 0.3 | 7 |
Theft from the person | 75 | 0 | 1.4 | 13 | 0 | 15 | 77 | 0 | 0.2 | 3 | 0 | 0.2 | 3 |
Vehicle Crime | 360 | 0 | 15.5 | 63 | 0 | 0.2 | 5 | 0 | 0.2 | 5 | 0 | 0 | 0 |
Violence and sexual offences | 2033 | 0 | 1.7 | 25 | 0 | 21.4 | 93 | 0 | 0.3 | 7 | 0 | 0.4 | 11 |
Average | 440.7 | 0.0 | 2.8 | 20.8 | 0.0 | 19.0 | 73.5 | 0.0 | 0.3 | 5.8 | 0.0 | 0.3 | 6.3 |