Maybe try finding the white pages/phonebook for that year, people's addresses used to be listed. Although its possible thats too early for them to be published or phones were too luxury at the time.

If there still is one, the research/reference desk at a Philadelphia library is where i would start.

You could also check the 1940 or 1950 full census data.