Table 1 Demographic features and summary statistics across statistical areas based on the ABS census data 2011
From: Applying machine learning to criminology: semi-parametric spatial-demographic Bayesian regression
Variable description | Min | Max | Mean | SD |
|---|---|---|---|---|
Number of separated males (per 100 total males) | 1 | 4 | 2 | 1 |
Percentage of unemployment | 2 | 14.3 | 6 | 2.2 |
Population density (per km2) | 0.02 | 14301 | 1466 | 2027 |
Median total household weekly income | 618 | 2610 | 1264 | 449 |
Median mortgage monthly repay | 300 | 3289 | 1898 | 535 |
Median rent weekly | 50 | 690 | 292 | 112 |
Percentage of people with no religion | 4 | 42 | 18 | 7 |
Median age | 22 | 59 | 39.16 | 5.31 |
Percentage of immigrants | 2 | 63 | 21 | 15 |
Percentage of English-only speakers | 13 | 97 | 78 | 21 |
Percentage with vocational education only (Certificate Level 1 or 2 per all levels) | 3 | 13 | 7 | 1 |
Number of families with lonely parent (per 100 total population) | 1 | 10 | 4 | 1 |