We would like to thank the dozens and dozens of Beirutis who helped us with our project. These include, but are not limited to (in alphabetical order):
AUB Neighborhood Initiative (especially for their Analytical Maps of Ras Beirut)
Basma Chebani (and the staff at Jafet Library, AUB)
Special thanks to Brayn McBride, Fulcrum and CartoDB.