ec-darkpattern

ec-darkpattern is a dataset for dark pattern detection and prepared its baseline detection performance with state-of-the-art machine learning methods. The original dataset was obtained from Mathur et al.’s study in 2019 [11kScale], which consists of 1,818 dark pattern texts from shopping sites. Negative samples, i.e., non-dark pattern texts, by retrieving texts from the same websites as Mathur et al.'s dataset.

Source: Dark patterns in e-commerce: a dataset and its baseline evaluations

Image Source: https://arxiv.org/pdf/2211.06543v1.pdf