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Table 2 Number of features per crime instance for each crime type in a 12 month period (07/2018 to 06/2019)

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