Some of my more recent work lives in the intersection of data science, urban studies and gender analysis. See some samples below! (Notice: some of these are unpublished working papers, while others are published policy briefs and book chapters.)
-De los Santos, Daniela; Frey, Eric & Vasallo, Renato (2023). ‘Forecasting Global Refugee Flows. A machine learning approach using non-conventional data’. Master’s thesis to obtain the MSc in Data Science for Decision Making, Barcelona School of Economics. Read the project here and access the code.
-De los Santos, Daniela & Philipp, Margherita (2023). ‘Detecting Informal Settlements using VHR Satellite Imagery and Convolutional Neural Networks.’ Working paper available here, code here.
-De los Santos, Daniela; Frey, Eric; Philipp, Margherita & Thomas, David (2023). ‘Optimal Bike Station Placement’. Working paper available here, code here.
-De los Santos, Daniela (2022). ‘Mapping Care: Innovative tools for georeferencing care supply and demand in Latin America and the Caribbean’. UNDP-LAC – Policy Notes 14. Read the policy brief here. You can also watch the informative video below:
-Hernández, Diego & De los Santos, Daniela (2020). ‘Mobility and Gender Equity in Latin America: Different Mobile Burdens and Contributions in Montevideo (Uruguay)’. In: Oviedo, D., Villamizar, N. y Ardila, A. (eds.). Urban Mobility and Social Equity in LatinAmerica: Evidence, Concepts, Methods. Emerald Group Publishing. Available here.