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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'}

8 rows where offence = "Contravening a Red Traffic Light", reporter_transport_mode = "Pedestrian" and vehicle_make = "Seat" sorted by month descending

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

disposal 4

  • Education 3
  • Fixed Penalty 2
  • NFA 2
  • Warning Letter 1

month 3

  • 2025-09 4
  • 2025-02 3
  • 2025-03 1

council_area 3

  • Walsall 4
  • Wolverhampton 3
  • Birmingham 1

vehicle_make 1

  • Seat · 8 ✖

reporter_transport_mode 1

  • Pedestrian · 8 ✖

offence 1

  • Contravening a Red Traffic Light · 8 ✖
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
23997 op-snap---monthly-publication-september-2025.pdf   216 2025-09 Pedestrian Seat Leon Black Contravening a Red Traffic Light None Sandon Road Sandon Road Birmingham Birmingham Warning Letter N/A   52.4733908 -1.9577579
24711 op-snap---monthly-publication-september-2025.pdf   930 2025-09 Pedestrian Seat Ibiza White Contravening a Red Traffic Light None Bushbury Road Bushbury Road Wolverhampton Wolverhampton Education N/A   52.5988194 -2.1026037
24862 op-snap---monthly-publication-september-2025.pdf   1081 2025-09 Pedestrian Seat ibiza White Contravening a Red Traffic Light None Cannock Road Cannock Road Wolverhampton Wolverhampton NFA No Offence   52.6083917 -2.1033365
24914 op-snap---monthly-publication-september-2025.pdf   1133 2025-09 Pedestrian Seat Leon Grey Contravening a Red Traffic Light None Cannock Road Cannock Road Wolverhampton Wolverhampton NFA No Independent Evidence Available   52.6083917 -2.1033365
18300 op-snap---monthly-publication-march-2025.pdf   2057 2025-03 Pedestrian Seat Leon Blue Contravening a Red Traffic Light None Daw End Lane Daw End Lane Walsall Walsall Fixed Penalty N/A Yes - Via Email 52.6068849 -1.9611652
5793 op-snap---monthly-publication-february-2025.pdf   610 2025-02 Pedestrian Seat Arona White Contravening a Red Traffic Light None Rushall, Draw End Lane Rushall, Draw End Lane Walsall Walsall Education N/A Yes - Via Email    
6559 op-snap---monthly-publication-february-2025.pdf   1376 2025-02 Pedestrian Seat Leon Silver Contravening a Red Traffic Light None Daw End Lane, Rushall Daw End Lane, Rushall Walsall Walsall Fixed Penalty N/A Yes - Via Email 52.6051634 -1.956872
6988 op-snap---monthly-publication-february-2025.pdf   1805 2025-02 Pedestrian Seat Ibiza Yellow Contravening a Red Traffic Light None Daw End Lane Rushall Daw End Lane Rushall Walsall Walsall Education N/A Yes - Via Email 52.6069179 -1.9610677

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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);