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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'}

15 rows where council_area = "Wolverhampton", month = "2026-01" and offence = "Contravening a Red Traffic Light" sorted by month descending

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Suggested facets: vehicle_model, vehicle_colour, offence_location_raw, offence_location, nfa_rationale, latitude, longitude

vehicle_make 9

  • Ford 3
  • Vauxhall 3
  • Audi 2
  • BMW 1
  • Fiat 1
  • Mercedes-Benz 1
  • Nissan 1
  • Renault 1
  • Toyota 1

disposal 4

  • Education 6
  • NFA 5
  • Warning Letter 3
  • Fixed Penalty 1

reporter_transport_mode 1

  • Car 15

offence 1

  • Contravening a Red Traffic Light · 15 ✖

month 1

  • 2026-01 · 15 ✖

council_area 1

  • Wolverhampton · 15 ✖
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
10738 op-snap---monthly-publication-january-2026.pdf   199 2026-01 Car Ford Transit White Contravening a Red Traffic Light None A454 Black Country Route Black Country Route Wolverhampton Wolverhampton Education N/A   52.5642677 -2.0755469
11032 op-snap---monthly-publication-january-2026.pdf   493 2026-01 Car Mercedes-Benz CLA Grey Contravening a Red Traffic Light   Unknown, "between Ikea and Wolverhampton". Cannot idetify the road Unknown, "between Ikea and Wolverhampton". Cannot idetify the road Wolverhampton Wolverhampton NFA No Independent Evidence Available      
11072 op-snap---monthly-publication-january-2026.pdf   533 2026-01 Car Nissan Juke White Contravening a Red Traffic Light None A449 Wolverhampton Road Wolverhampton Road Wolverhampton Wolverhampton Education N/A   52.5968709 -2.0954054
11168 op-snap---monthly-publication-january-2026.pdf   629 2026-01 Car Toyota Rav 4 Grey Contravening a Red Traffic Light None Waterloo Road Waterloo Road Wolverhampton Wolverhampton Education N/A   52.5960155 -2.1295068
11277 op-snap---monthly-publication-january-2026.pdf   738 2026-01 Car Fiat 500.. Black Contravening a Red Traffic Light None Stafford Road Stafford Road Wolverhampton Wolverhampton NFA No VRM   52.6291998 -2.126312
11428 op-snap---monthly-publication-january-2026.pdf   889 2026-01 Car Vauxhall Crossland Silver Contravening a Red Traffic Light None Wood Lane Wood Lane Wolverhampton Wolverhampton NFA No Independent Evidence Available   52.6245669 -2.1205194
11489 op-snap---monthly-publication-january-2026.pdf   950 2026-01 Car Audi A6 Grey Contravening a Red Traffic Light None Darlsaton Lane Darlsaton Lane Wolverhampton Wolverhampton Education N/A      
11886 op-snap---monthly-publication-january-2026.pdf   1347 2026-01 Car Audi A4 Black Contravening a Red Traffic Light None Penn Road Penn Road Wolverhampton Wolverhampton Warning Letter N/A   52.5599616 -2.1556338
11887 op-snap---monthly-publication-january-2026.pdf   1348 2026-01 Car Vauxhall Vivaro White Contravening a Red Traffic Light None Ring Road St Davids Ring Road Street Davids Wolverhampton Wolverhampton Fixed Penalty N/A      
11888 op-snap---monthly-publication-january-2026.pdf   1349 2026-01 Car   Tesco Van White Contravening a Red Traffic Light None Ring Road St Patricks Ring Road Street Patricks Wolverhampton Wolverhampton NFA No VRM      
11889 op-snap---monthly-publication-january-2026.pdf   1350 2026-01 Car Ford Transit White Contravening a Red Traffic Light None Goldthorn Hill Goldthorn Hill Wolverhampton Wolverhampton Education N/A   52.5690522 -2.1388773
11890 op-snap---monthly-publication-january-2026.pdf   1351 2026-01 Car Vauxhall Insignia Silver Contravening a Red Traffic Light None Ring Road St Davids Ring Road Street Davids Wolverhampton Wolverhampton Warning Letter N/A      
11891 op-snap---monthly-publication-january-2026.pdf   1352 2026-01 Car BMW 1 Series White Contravening a Red Traffic Light None Hunter Road Hunter Road Wolverhampton Wolverhampton NFA No Independent Evidence Available      
11893 op-snap---monthly-publication-january-2026.pdf   1354 2026-01 Car Renault Master Grey Contravening a Red Traffic Light None Stafford Road Stafford Road Wolverhampton Wolverhampton Warning Letter N/A   52.6291998 -2.126312
11894 op-snap---monthly-publication-january-2026.pdf   1355 2026-01 Car Ford Transit White Contravening a Red Traffic Light None Stafford Road Stafford Road Wolverhampton Wolverhampton Education N/A   52.6291998 -2.126312

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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);