Towards Understanding Policy Design Through Text-as-data Approaches: The Policy Design Annotations (POLIANNA) Dataset - Scientific Data
Towards Understanding Policy Design Through Text-as-data Approaches: The Policy Design Annotations (POLIANNA) Dataset - Scientific Data
Despite the importance of ambitious policy action for addressing climate change, large and systematic assessments of public policies and their design are lacking as analysing text manually is labour-intensive and costly. POLIANNA is a dataset of policy texts from the European Union (EU) that are annotated based on theoretical concepts of policy design, which can be used to develop supervised machine learning approaches for scaling policy analysis.