Code and data accompanying "Sociohydrodynamics: data-driven modeling of social behavior". There are two files: sociohydro_code_v1.0-pnas.zip Contains code used to reproduce the paper, including scripts for inference, neural networks, and numerical simulations. There are also trained NN models. An up-to-date version of the code can be found on github. This code corresponds to release v1.0-pnas sociohydro_data.zip This contains the data used in the paper, consisting of: raw and processed census data results of linear regression for parameter inference comparisons of errors for both neural network model and sociohydrodynamic simulations sociohydrodynamic simulation results using finite volume methods over geographic areas sociohydrodynamic simulation results using finite-difference methods in homogeneous domains sociohydrodynamic simulation results using monte-carlo simulations of a Schelling-like agent-based model