Agora Discussion Club Corpus: Academic Discourse at KSPU (2016-2025)

Bilingual (Ukrainian-English) corpus of 80 academic discussion sessions from the Agora Discussion Club at Kryvyi Rih State Pedagogical University (KSPU), Ukraine. The corpus includes: (1) complete session metadata with original Ukrainian text and English translations; (2) 748 session-specific images (deduplicated) with OCR text extraction from 38 sessions; (3) 714 named entity annotations (445 persons, 134 locations, 121 organizations, 7 events, 7 works); (4) participant co-occurrence network (32 recurring presenters); (5) sentiment analysis scores; (6) temporal theme evolution analysis across 8 academic years; (7) engagement correlation metrics; (8) video transcripts from 4 sessions (~170 minutes, 7 recordings) transcribed using OpenAI Whisper; (9) 80 original HTML pages; (10) Studia Hierodotica publication text (64,513 characters). The data spans from the club's founding in October 2016 through January 2025, covering topics ranging from ancient history to AI and digital humanities.本数据集为乌克兰克里维里赫国立师范大学（Kryvyi Rih State Pedagogical University, KSPU）阿戈拉讨论俱乐部（Agora Discussion Club）的80场学术研讨双语（乌克兰语-英语）语料库。该语料库包含以下内容： 1. 完整的研讨场次元数据，包含原始乌克兰语文本及其英文译稿； 2. 748张专属场次去重图像，其中38场研讨的图像已完成光学字符识别（Optical Character Recognition, OCR）文本提取； 3. 714条命名实体标注，涵盖445个人物、134个地点、121个机构、7个事件及7部作品； 4. 参会者共现网络（包含32位多次出席的主讲人）； 5. 情感分析评分结果； 6. 横跨8个学年的时序主题演化分析数据； 7. 参与度关联量化指标； 8. 4场研讨的视频转录文本（共计约170分钟，含7条录制片段），采用OpenAI Whisper工具完成转录； 9. 80份原始HTML页面； 10. 《Studia Hierodotica》刊发文本，共计64513个字符。 本数据集覆盖时段为该俱乐部2016年10月成立至2025年1月，研讨主题涵盖古代史、人工智能（Artificial Intelligence, AI）及数字人文等多个领域。