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)
Antranig Dakessian
Fadia Geha
Ahmad al-Gharbieh
Sonja Mejcher-Atassi
Cynthia Myntti
Rita Topjian

Special thanks to Brayn McBride, Fulcrum and CartoDB.