Latrobe, Pennsylvania Population: Census 2010 and 2000 Interactive Map, Demographics, Statistics, Quick Facts. Compare population statistics about Latrobe, PA by race, age, gender, Latino/Hispanic origin etc. CensusViewer delivers detailed demographics and population statistics from the 2010 Census, 2000 Census, American Community Survey (ACS), registered voter files, commercial data sources and more.