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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 = "Wolverhampton", month = "2025-11" and offence = "Contravening a Red Traffic Light" sorted by month descending

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Suggested facets: vehicle_colour, nfa_rationale

vehicle_make 8

  • Mercedes-Benz 2
  • Cupra 1
  • Ford 1
  • Kia 1
  • Leximoto 1
  • Seat 1
  • Toyota 1
  • Volkswagen 1

disposal 4

  • NFA 4
  • Education 3
  • Fixed Penalty 1
  • Warning Letter 1

reporter_transport_mode 1

  • Car 9

offence 1

  • Contravening a Red Traffic Light · 9 ✖

month 1

  • 2025-11 · 9 ✖

council_area 1

  • Wolverhampton · 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
20516 op-snap---monthly-publication-november-2025.pdf   58 2025-11 Car Seat Leon Grey Contravening a Red Traffic Light None Wolverhampton Ring Road Wolverhampton Ring Road Wolverhampton Wolverhampton Warning Letter N/A   52.5868722 -2.1217519
20559 op-snap---monthly-publication-november-2025.pdf   101 2025-11 Car Kia Ceed Red Contravening a Red Traffic Light None M6 J10 RA M6 J10 Ra Wolverhampton Wolverhampton Education N/A   52.6760749 -2.0862582
20593 op-snap---monthly-publication-november-2025.pdf   135 2025-11 Car Leximoto   Black Contravening a Red Traffic Light None Bilston Road Bilston Road Wolverhampton Wolverhampton NFA No Offence   52.5801329 -2.1138283
20668 op-snap---monthly-publication-november-2025.pdf   210 2025-11 Car Cupra Formentor Grey Contravening a Red Traffic Light None Moseley Road Bilston Moseley Road Bilston Wolverhampton Wolverhampton NFA Outside of 14 DAYS Late Submission   52.5769249 -2.070862
20753 op-snap---monthly-publication-november-2025.pdf   295 2025-11 Car Ford Transit White Contravening a Red Traffic Light None Skidmore Road Skidmore Road Wolverhampton Wolverhampton NFA No Independent Evidence Available      
21254 op-snap---monthly-publication-november-2025.pdf   796 2025-11 Car Toyota Auris Grey Contravening a Red Traffic Light None Millfields Road Millfields Road Wolverhampton Wolverhampton Fixed Penalty N/A   52.56459 -2.0933891
21521 op-snap---monthly-publication-november-2025.pdf   1063 2025-11 Car Mercedes-Benz Sprinter White Contravening a Red Traffic Light None Birmingham Road Birmingham Road Wolverhampton Wolverhampton Education N/A   52.5733225 -2.1227682
21574 op-snap---monthly-publication-november-2025.pdf   1116 2025-11 Car Volkswagen Golf Grey Contravening a Red Traffic Light None Loxdale Street, Bilston Loxdale Street, Bilston Wolverhampton Wolverhampton NFA No Independent Evidence Available   52.5589906 -2.0655598
21993 op-snap---monthly-publication-november-2025.pdf   1535 2025-11 Car Mercedes-Benz CLA 180 White Contravening a Red Traffic Light None Horseley Fields Horseley Fields Wolverhampton Wolverhampton Education N/A   52.5850146 -2.1175982

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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);