gender-bias dataset

Gender bias dataset 📝 Description This dataset was created for the study “Detection of gender-based violence in digital environments using AI models.” It contains comments from a teaching evaluation survey, each annotated as {0: non-gender bias; 1: gender bias}. Each row corresponds to a comment written by a student in a teaching survey. The comments have been manually annotated according to the presence or absence of gender-based bias. This dataset supports experiments in machine learning, NLP, and automatic bias detection in Spanish-language educational contexts. Language: Spanish-Latam Format: CSV Structure of row: id_ev: Identifier sesgo: Bias{0: non-gender bias; 1: gender bias} sexo: Sex of who receives the bias {0: male, 1:female} tamano (size) comentario (comments) 4. Dataset components The dataset is composed of the following files: dataset960_gender_via.csv - Total rows: 960 trainext_gender_bias.csv - Training split - Rows: 770 - Percentage: 80.2% testext_gender_bias.csv - Test split - Rows: 190 - Percentage: 19.8%