My interdisciplinary approach combines elements of corpus linguistics, computational linguistics and netnographic exploration to analyse digital culture, with a particular focus on platformed toxicity, polarisation dynamics and gendered forms of participation. Alongside these substantive interests, over time, I have developed a strong methodological profile, ranging from ontology engineering for data modelling in the Cultural Heritage domain to corpus-assisted discourse analysis and text mining.