What causes planes to take off in the direction of my home?

The prevailing wind at the runway determines the initial direction of flight. Obstructions such as buildings, fences, and trees will diminish wind effects in the surrounding neighborhoods; however, on the open area of the airport, wind at six knots or more usually make it necessary for aircraft to take off into the wind.