It is a commonly held belief that all politicians sound the same but do they, actually? We combine machine-learning and the model explainability method SHAP with human judgements to measure how distinct plenary speeches in the Finnish Parliament truly are and which features make them so.

Daylight is a crucial element in the architecture of inhabited spaces, but in ancient housing it is often difficult to reconstruct. This article presents a 3D reconstruction of a Pompeian atrium house as the basis for modern daylight simulations. The results shed light on which spaces were usable at different times of day, while the methodology provides a foundation for further analyses of comparable houses

Daylight is a crucial element in the architecture of inhabited spaces, but in ancient housing it is often difficult to reconstruct. This article presents a 3D reconstruction of a Pompeian atrium house as the basis for modern daylight simulations. The results shed light on which spaces were usable at different times of day, while the methodology provides a foundation for further analyses of comparable houses