Capturing option chain pricing data using Python and storing it in an SQL database. We capture put and call option chains for Ford Motor Company and note that the pricing data changes moment by moment. Options pricing is tightly correlated with the underlying stock price. Options have a contract expiration date , a strike price and a bid and ask price.