The datasets comprise social media posts linked to identified fire events within the Attica region during the period of 2019 to 2021. These events are grouped into clusters based in event detection analysis of social media posts. The datasets are formatted into NGSI-LD using the SMCollection, SMPost, SMAnalysis, SMRefLocation entities from FIWARE's dataModel.SocialMedia.