An insurance company wants to charge a higher premium to drivers of red cars because they believe that they get more speeding tickets. A research company collected the following data to investigate their claim. Use the data below to decide if the insurance company should be charging a higher premium to drivers of red cars.  

Total: $20{,}000$ cars with $507$ speeding tickets

Red Cars: $348$ red cars with $9$ speeding tickets