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Each row is one public submission to Operation Snap. Includes the offence, vehicle details, location, and outcome.

Disposal outcomes: Education (driver awareness course), Warning Letter, Fixed Penalty (fine), Court (prosecution), NFA (no further action).

Data license: ODbL · Data source: West Midlands Police

id
{'label': 'ID'}
source_file
{'label': 'Source PDF'}
source_page
{'label': 'Page'}
source_row
{'label': 'Row'}
month
{'label': 'Month'}
reporter_transport_mode
{'label': 'Reporter'}
vehicle_make
{'label': 'Make'}
vehicle_model
{'label': 'Model'}
vehicle_colour
{'label': 'Colour'}
offence
{'label': 'Offence'}
second_offence
{'label': 'Second offence'}
offence_location_raw
{'label': 'Location (raw)'}
offence_location
{'label': 'Location'}
council_area_raw
{'label': 'Council (raw)'}
council_area
{'label': 'Council area'}
disposal
{'label': 'Outcome'}
nfa_rationale
{'label': 'NFA reason'}
witness_contacted
{'label': 'Witness contacted'}
latitude
{'label': 'Lat'}
longitude
{'label': 'Lng'}

9 rows where council_area = "Walsall", disposal = "Education" and month = "2025-11" sorted by month descending

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Suggested facets: vehicle_model, vehicle_colour

vehicle_make 7

  • Audi 2
  • Ford 2
  • Jaguar 1
  • Kia 1
  • Mercedes-Benz 1
  • Renault 1
  • Toyota 1

offence 3

  • Driving without Due Care and Attention 6
  • Contravening a Red Traffic Light 2
  • Driving without Reasonable Consideration 1

reporter_transport_mode 2

  • Car 7
  • Pedal Bike 2

month 1

  • 2025-11 · 9 ✖

disposal 1

  • Education · 9 ✖

council_area 1

  • Walsall · 9 ✖
id source_file source_page source_row month ▲ reporter_transport_mode vehicle_make vehicle_model vehicle_colour offence second_offence offence_location_raw offence_location council_area_raw council_area disposal nfa_rationale witness_contacted latitude longitude
20482 op-snap---monthly-publication-november-2025.pdf   24 2025-11 Car Ford Focus Grey Driving without Due Care and Attention None Clarks Lane Clarks Lane Walsall Walsall Education N/A      
20696 op-snap---monthly-publication-november-2025.pdf   238 2025-11 Car Mercedes-Benz E320 Grey Contravening a Red Traffic Light None Walsall Road Walsall Road Walsall Walsall Education N/A   52.6166864 -1.9660822
20697 op-snap---monthly-publication-november-2025.pdf   239 2025-11 Car Renault Megane Black Driving without Reasonable Consideration None M6 10A M6 10A Walsall Walsall Education N/A   52.6082749 -2.021764
20762 op-snap---monthly-publication-november-2025.pdf   304 2025-11 Pedal Bike Kia Niro Grey Driving without Due Care and Attention None Moat Road Moat Road Walsall Walsall Education N/A   52.5848413 -1.9996882
20851 op-snap---monthly-publication-november-2025.pdf   393 2025-11 Car Audi A3 Black Contravening a Red Traffic Light None Lichfield Road Lichfield Road Walsall Walsall Education N/A   52.6095168 -2.0493009
21436 op-snap---monthly-publication-november-2025.pdf   978 2025-11 Car Audi A3 Black Driving without Due Care and Attention None Bentley Mill Way Bentley Mill Way Walsall Walsall Education N/A   52.5786876 -2.0165115
21458 op-snap---monthly-publication-november-2025.pdf   1000 2025-11 Pedal Bike Ford Transit Black Driving without Due Care and Attention None Leighswood Road Leighswood Road Walsall Walsall Education N/A   52.6071662 -1.9231466
21674 op-snap---monthly-publication-november-2025.pdf   1216 2025-11 Car Toyota C-HR White Driving without Due Care and Attention None Ogley Road Ogley Road Walsall Walsall Education N/A   52.6449907 -1.9244475
21677 op-snap---monthly-publication-november-2025.pdf   1219 2025-11 Car Jaguar XE Grey Driving without Due Care and Attention None Birmingham Road, Walsall Birmingham Road, Walsall Walsall Walsall Education N/A   52.5643557 -1.9468417

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CREATE TABLE reports (
            id INTEGER PRIMARY KEY AUTOINCREMENT,
            source_file TEXT NOT NULL,
            source_page INTEGER,
            source_row INTEGER,
            month TEXT NOT NULL,
            reporter_transport_mode TEXT,
            vehicle_make TEXT,
            vehicle_model TEXT,
            vehicle_colour TEXT,
            offence TEXT,
            second_offence TEXT,
            offence_location_raw TEXT,
            offence_location TEXT,
            council_area_raw TEXT,
            council_area TEXT,
            disposal TEXT,
            nfa_rationale TEXT,
            witness_contacted TEXT
        , latitude REAL, longitude REAL);
CREATE INDEX idx_month ON reports(month);
CREATE INDEX idx_council_area ON reports(council_area);
CREATE INDEX idx_offence ON reports(offence);
CREATE INDEX idx_disposal ON reports(disposal);
CREATE INDEX idx_location ON reports(offence_location);