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This commit is contained in:
Andras Schmelczer 2026-05-31 13:19:26 +01:00
parent 8dc939d761
commit d98819b569
12 changed files with 157 additions and 161 deletions
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62
server-rs/src/features.rs
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@ -526,36 +526,6 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
FeatureGroup {
name: "Crime",
features: &[
Feature::Numeric(FeatureConfig {
name: "Serious crime per 1k residents (avg/yr)",
bounds: Bounds::Percentile {
low: 2.0,
high: 98.0,
},
step: 0.1,
description: "Serious crime rate per 1,000 residents per year",
detail: "Violence, robbery, burglary, and weapons possession per 1,000 usual residents per year in the LSOA. Uses police.uk street-level crime data and Census 2021 population counts. Normalises for population density so areas are comparable regardless of size.",
source: "crime",
prefix: "",
suffix: "/yr",
raw: false,
absolute: false,
}),
Feature::Numeric(FeatureConfig {
name: "Minor crime per 1k residents (avg/yr)",
bounds: Bounds::Percentile {
low: 2.0,
high: 98.0,
},
step: 0.1,
description: "Minor crime rate per 1,000 residents per year",
detail: "Anti-social behaviour, shoplifting, bicycle theft, and other lower-severity crime per 1,000 usual residents per year in the LSOA. Uses police.uk street-level crime data and Census 2021 population counts. Normalises for population density so areas are comparable regardless of size.",
source: "crime",
prefix: "",
suffix: "/yr",
raw: false,
absolute: false,
}),
Feature::Numeric(FeatureConfig {
name: "Serious crime (avg/yr)",
bounds: Bounds::Percentile {
@ -564,7 +534,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Aggregate of serious crime categories per year",
detail: "Sum of violence, robbery, burglary, and weapons possession per year in the LSOA, from police.uk street-level crime data. Provides a single serious crime metric.",
detail: "Sum of violence, robbery, burglary, and weapons possession per year within 50m of the postcode, counted from police.uk street-level crime points (anonymised, snapped to nearby map points). Provides a single serious crime metric.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -579,7 +549,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Aggregate of minor crime categories per year",
detail: "Sum of anti-social behaviour, shoplifting, bicycle theft, and other lower-severity crime per year in the LSOA, from police.uk street-level crime data. Provides a single minor crime metric.",
detail: "Sum of anti-social behaviour, shoplifting, bicycle theft, and other lower-severity crime per year within 50m of the postcode, counted from police.uk street-level crime points (anonymised, snapped to nearby map points). Provides a single minor crime metric.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -594,7 +564,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly violent and sexual offences in the area",
detail: "Average number of violence and sexual offences per year in the LSOA, from police.uk street-level crime data. Includes assault, harassment, and sexual offences.",
detail: "Average number of violence and sexual offences per year within 50m of the postcode, from police.uk street-level crime data. Includes assault, harassment, and sexual offences.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -609,7 +579,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly burglary offences in the area",
detail: "Average number of burglary offences per year in the LSOA, from police.uk street-level crime data. Includes residential and commercial burglary.",
detail: "Average number of burglary offences per year within 50m of the postcode, from police.uk street-level crime data. Includes residential and commercial burglary.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -624,7 +594,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly robbery offences in the area",
detail: "Average number of robbery offences per year in the LSOA, from police.uk street-level crime data. Robbery involves theft with force or threat of force.",
detail: "Average number of robbery offences per year within 50m of the postcode, from police.uk street-level crime data. Robbery involves theft with force or threat of force.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -639,7 +609,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly vehicle crime in the area",
detail: "Average number of vehicle crime incidents per year in the LSOA, from police.uk street-level crime data. Includes theft of and from vehicles.",
detail: "Average number of vehicle crime incidents per year within 50m of the postcode, from police.uk street-level crime data. Includes theft of and from vehicles.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -654,7 +624,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly anti-social behaviour incidents in the area",
detail: "Average number of anti-social behaviour incidents per year in the LSOA, from police.uk street-level crime data. Includes nuisance, environmental, and personal anti-social behaviour.",
detail: "Average number of anti-social behaviour incidents per year within 50m of the postcode, from police.uk street-level crime data. Includes nuisance, environmental, and personal anti-social behaviour.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -669,7 +639,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly criminal damage and arson in the area",
detail: "Average number of criminal damage and arson incidents per year in the LSOA, from police.uk street-level crime data.",
detail: "Average number of criminal damage and arson incidents per year within 50m of the postcode, from police.uk street-level crime data.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -684,7 +654,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly other theft offences in the area",
detail: "Average number of 'other theft' offences per year in the LSOA, from police.uk street-level crime data. Includes theft not classified under burglary, vehicle crime, shoplifting, or bicycle theft.",
detail: "Average number of 'other theft' offences per year within 50m of the postcode, from police.uk street-level crime data. Includes theft not classified under burglary, vehicle crime, shoplifting, or bicycle theft.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -699,7 +669,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly theft from the person in the area",
detail: "Average number of theft from the person offences per year in the LSOA, from police.uk street-level crime data. Includes pickpocketing and bag snatching without force.",
detail: "Average number of theft from the person offences per year within 50m of the postcode, from police.uk street-level crime data. Includes pickpocketing and bag snatching without force.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -714,7 +684,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly shoplifting offences in the area",
detail: "Average number of shoplifting offences per year in the LSOA, from police.uk street-level crime data.",
detail: "Average number of shoplifting offences per year within 50m of the postcode, from police.uk street-level crime data.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -729,7 +699,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly bicycle theft in the area",
detail: "Average number of bicycle theft offences per year in the LSOA, from police.uk street-level crime data.",
detail: "Average number of bicycle theft offences per year within 50m of the postcode, from police.uk street-level crime data.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -744,7 +714,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly drug offences in the area",
detail: "Average number of drug offences per year in the LSOA, from police.uk street-level crime data. Includes possession and trafficking offences.",
detail: "Average number of drug offences per year within 50m of the postcode, from police.uk street-level crime data. Includes possession and trafficking offences.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -759,7 +729,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly weapons possession offences in the area",
detail: "Average number of possession of weapons offences per year in the LSOA, from police.uk street-level crime data.",
detail: "Average number of possession of weapons offences per year within 50m of the postcode, from police.uk street-level crime data.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -774,7 +744,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly public order offences in the area",
detail: "Average number of public order offences per year in the LSOA, from police.uk street-level crime data. Includes causing fear, alarm, or distress.",
detail: "Average number of public order offences per year within 50m of the postcode, from police.uk street-level crime data. Includes causing fear, alarm, or distress.",
source: "crime",
prefix: "",
suffix: "/yr",
@ -789,7 +759,7 @@ pub static FEATURE_GROUPS: &[FeatureGroup] = &[
},
step: 1.0,
description: "Average yearly other crime in the area",
detail: "Average number of other crime offences per year in the LSOA, from police.uk street-level crime data. A catch-all category for offences not classified elsewhere.",
detail: "Average number of other crime offences per year within 50m of the postcode, from police.uk street-level crime data. A catch-all category for offences not classified elsewhere.",
source: "crime",
prefix: "",
suffix: "/yr",