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Overview

The Puget Sound Traffic Citations Map visualizes the distribution of traffic violations across Seattle and the broader Puget Sound region. It uses point-based citation data symbolized as a heat map to highlight locations with higher concentrations of traffic violations.

Data Source

  • CitationLocations Feature Class from the SeattleCitations geodatabase.
  • Data provided by the Washington State Traffic Council.
  • Attributes include violation type, county, and milepost location.

Puget Sound Traffic Violations Hotspots

  • The I-5 corridor between Everett and Olympia shows the highest density of traffic violations.
  • King County has the largest number of citations compared to surrounding counties.
  • Heat map visualization emphasizes urban corridors and high-volume travel areas as hotspots.

Puget Sound Traffic Violations Hotspots

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Interpretation

The map provides actionable insights for traffic analysts and policymakers to identify enforcement hotspots and prioritize road safety interventions. High violation densities along I-5 suggest a combination of heavy traffic flow and concentrated enforcement activity.

Methods

  1. Data Preparation
  2. Imported citation data into ArcGIS Pro.
  3. Cleaned the attribute table by removing null values and unnecessary fields.

  4. Visualization

  5. Applied Heat Map symbology to the citation layer.
  6. Adjusted transparency for contextual visibility of basemap features.

  7. Exploration and Analysis

  8. Identified areas of dense violations along major roadways.
  9. Generated bar charts to compare violations by county.

Tools Used for Seattle Traffic Citations Map

Tool/Component Purpose
ArcGIS Pro 3.5 Main GIS platform for visualization and spatial analysis.
ArcGIS Notebook Used to write and run Python code for data handling and visualization.
arcpy (Python library) Accessed feature classes, cleaned data, and generated charts.
Heat Map Symbology Visualized citation density across Seattle and the Puget Sound region.
Layer Transparency Enhanced visibility of the basemap beneath the heat map.
Bar Chart Visualization Compared traffic violations by county to identify highest totals.

Published

Last Updated

Category

Cartography

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