darredondort/

decidim-barcelona-proposals-embeddings-768d

📊 Exploring the top 20 emerging topics from 31,775 citizen proposals in decidim.barcelona, with topic modelling (BERTopic) and deicdim-based open data. 31,775 proposal descriptions from decidim.barcelona (2016-2024), iterating through various parameters and data cleaning techniques, to extract 20 clearly recurrent topics emerging across 270 participatory processes. Sentence embeddings generated using the HuggingFace sentence-transformers… See the full description on the dataset page: https://huggingface.co/datasets/darredondort/decidim-barcelona-proposals-embeddings-768d.