Transit Worker and Pedestrian Protection Act This bill requires grant recipients under the public transportation safety program who operate a fixed route bus service to (1) develop a risk reduction program for bus operations to improve safety by reducing the number and rates of accidents, injuries, assaults on bus operators, and fatalities; (2) submit the program to the Department of Transportation (DOT) for review and approval; and (3) implement the approved program. DOT shall require grant recipients who operates a rail fixed guideway public transportation system that is not subject to regulation by the Federal Railroad Administration to (1) develop a risk reduction program for assaults on rail workers to improve safety by reducing the number and severity of assaults on such workers; (2) submit the program to DOT for review and approval; and (3) implement the approved program. A grant recipient shall report to DOT any information on each assault on a transit worker for inclusion in the National Transit Database.