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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'}

13 rows where council_area = "Wolverhampton", offence = "Contravening a Red Traffic Light" and vehicle_make = "Toyota" sorted by month descending

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

month 7

  • 2025-09 6
  • 2025-06 2
  • 2025-07 1
  • 2025-08 1
  • 2025-11 1
  • 2025-12 1
  • 2026-01 1

disposal 4

  • NFA 7
  • Education 4
  • Fixed Penalty 1
  • Warning Letter 1

reporter_transport_mode 2

  • Car 7
  • Pedestrian 6

vehicle_make 1

  • Toyota · 13 ✖

offence 1

  • Contravening a Red Traffic Light · 13 ✖

council_area 1

  • Wolverhampton · 13 ✖
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
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
4723 op-snap---monthly-publication-december-2025.pdf   851 2025-12 Car Toyota Auris Silver Contravening a Red Traffic Light None Clifford St Clifford Street Wolverhampton Wolverhampton NFA No Offence   52.592759 -2.1455592
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
24707 op-snap---monthly-publication-september-2025.pdf   926 2025-09 Pedestrian Toyota   Black Contravening a Red Traffic Light None Bushbury Road Bushbury Road Wolverhampton Wolverhampton NFA No Offence   52.5988194 -2.1026037
24755 op-snap---monthly-publication-september-2025.pdf   974 2025-09 Pedestrian Toyota Corolla Black Contravening a Red Traffic Light None Cannock Road Cannock Road Wolverhampton Wolverhampton Warning Letter N/A   52.6083917 -2.1033365
24858 op-snap---monthly-publication-september-2025.pdf   1077 2025-09 Pedestrian Toyota Yaris Grey Contravening a Red Traffic Light None Cannock Road Cannock Road Wolverhampton Wolverhampton NFA No Independent Evidence Available   52.6083917 -2.1033365
24859 op-snap---monthly-publication-september-2025.pdf   1078 2025-09 Pedestrian Toyota Auris Blue Contravening a Red Traffic Light None Cannock Road Cannock Road Wolverhampton Wolverhampton NFA No Independent Evidence Available   52.6083917 -2.1033365
24886 op-snap---monthly-publication-september-2025.pdf   1105 2025-09 Pedestrian Toyota Estima White Contravening a Red Traffic Light None Cannock Road Cannock Road Wolverhampton Wolverhampton NFA No Independent Evidence Available   52.6083917 -2.1033365
24926 op-snap---monthly-publication-september-2025.pdf   1145 2025-09 Pedestrian Toyota Prius White Contravening a Red Traffic Light None Cannock Road Cannock Road Wolverhampton Wolverhampton NFA No Independent Evidence Available   52.6083917 -2.1033365
3002 op-snap---monthly-publication-august-2025.pdf   977 2025-08 Car Toyota CH-R Black Contravening a Red Traffic Light None Aspen Way Aspen Way Wolverhampton Wolverhampton Education N/A   52.5810956 -2.1475001
12658 op-snap---monthly-publication-july-2025.pdf   710 2025-07 Car Toyota Prius Grey Contravening a Red Traffic Light None Middle Piece Way Middle Piece Way Wolverhampton Wolverhampton NFA Outside of 14 Days NIP      
14716 op-snap---monthly-publication-june-2025.pdf   645 2025-06 Car Toyota   Black Contravening a Red Traffic Light None Chapel Ash Island Chapel Ash Island Wolverhampton Wolverhampton Education N/A   52.5847884 -2.1341887
15583 op-snap---monthly-publication-june-2025.pdf   1512 2025-06 Car Toyota C-rv Grey Contravening a Red Traffic Light None Bilston Road Bilston Road Wolverhampton Wolverhampton Education N/A   52.5801329 -2.1138283

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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);