“…In recent works (Ramaciotti Morales et al, 2020;Cointet et al, 2021) we have suggested that these multi-dimensional parameters might be related to attitudes towards several issues of public debate, beyond the classical onedimensional attitude scale from left-right or liberal-conservatives cleavages. Several recent works leverage ideological inference, for example for measuring polarization in politics (Flamino et al, 2021) or around particular issues, such as climate change (Falkenberg et al, 2021). In this article, we further explore the extraction of multi-dimensional attitudinal indicators suggested by Ramaciotti Morales et al (2020), and later by Ramaciotti , detailing the inference of latent multidimensional parameters.…”