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Only about 15% of people fight their traffic tickets. I am curious, what would convince you to fight a ticket yourself? What % chance would you need of beating it to make it worth it?

I'm an engineer with a little background in data science so I downloaded ~100,000 Orange and Brevard county, Florida traffic cases, their outcomes, who the officers were, etc. Hoping to find a niche and roll it out nationwide. What would you want to know to be assured you can do it and that it it's worth it? I made a site (CaseGuide) that provides prefilled out forms and statistics about beating Florida traffic tickets.
 
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