Peter Parker is a Static Character. Although many people disagree, Peter changes very little. One example is that he always tries to apply his justice to other people, such as trying to find his uncle's murder and the basketball thing with flash. He also always tried to help people even before he had powers such as when he tried to stop flash from bulling. He also had the same attitude such as his joking with holding the skateboard.
Also Characters like Gwene and Aunt May are also static because they change very little. Their characters changes very little through out the movie.
Gwene's Father is a very important dynamic character. He changes from thinking that Spiderman was a meance to thinking that the city needed him.
Flash was also a dynamic character because he changed from being a bully to trying to help out peter after his uncle died.
Dr. Connors in a way is a static character because up until the end, Dr.Connors would do anything to get his research to work even if it meant changing everything that made people human.