This data set contains the implemented model as code, figures, data and additional files belonging to the publication Vuorte, M., Kuitunen, S., Van Tassel, P. R., & Sammalkorpi, M. (2022). Equilibrium state model for surfactants in oils: colloidal assembly and adsorption. Journal of Colloid and Interface Science 630, 783-794 (2023). DOI: https://doi.org/10.1016/j.jcis.2022.09.153 Please cite the above publication when using this data set! This work was partly financed by the Fortum and Neste Foundation project 20210130 and Academy of Finland through its Centres of Excellence Programme (2022-2029, LIBER) under project no. 346111. Computational resources by CSC IT Centre for Science, Finland, RAMI -- RawMatTERS Finland Infrastructure, and Aalto Science-IT project are also gratefully acknowledged. M.S. is grateful for the support by the FinnCERES Materials Bioeconomy Ecosystem and use of the Bioeconomy Infrastructure at Aalto.

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