How to calculate transaction cost

Hi,

I'm not talking about commission.

I'm developing an algorithm, according to which I buy/sell 200 shares of "C" at 11 am each day, but when I test my algorithm with history data, I don't know if I can take the historical market price at 11 am of each day as my transaction price, or should I add any transaction cost something like 1 cent per share because there is spread between bid and ask?
 
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