An airline route is just a market. For the route of Taipei to Vancouver, there are three airlines are direct flying (China Airline, Eva Air, and Air Canada) and two airlines (transit waiting time is under 4 hours) are transit flying (Cathy Pacific and Japan Airlines). Therefore, the market can be divided into two target markets. This research found the key factors which affecting the travelers: travel time, ticket price, monthly spending, and travel objectives by using the binary logit method. This research, using the Cross Analysis, found that the travelers prefer direct flying if they, focus on travel time, do not care about ticket price, high monthly spending or short term travel; Otherwise, they prefer transit flying. The research found 79% of the direct fly travelers would prefer the transit flying if transit waiting time is less than an hour and spending monthly is less than 25000 NT dollars. 75% of transit fly travelers would prefer to take direct flying if the price difference is under 3000 NT dollars, and spending monthly is more than 20000 NT dollars. 20% of direct flying travelers would prefer to take transit flying if the transit waiting time is under an hour and ticket price difference is under 3000 dollars. The result can be applied on the FFP database marketing for airlines.