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Urban Traffic Pattern Analysis

Assist city planners in traffic management.

Prompt
Develop an analytical report targeted at urban planners that examines traffic pattern data collected over the past year in a major city. Focus on identifying peak traffic times, accident hotspots, and the effectiveness of current traffic signals. Use data visualization tools to present your findings clearly and propose changes that could improve traffic flow. The analysis should be thorough yet accessible to a non-technical audience.
For image models
heat map of traffic patterns

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