Sentiment-Labeled ESG News and Stock Movement Data of IDX ESG Leaders (Q1 2025) Constituents
收藏DataCite Commons2025-08-01 更新2025-09-08 收录
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https://figshare.com/articles/dataset/Sentiment-Labeled_ESG_News_and_Stock_Movement_Data_of_IDX_ESG_Leaders_Q1_2025_Constituents/29764391/1
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资源简介:
This dataset contains labeled ESG (Environmental, Social, and Governance) news headlines and corresponding stock price data for publicly listed companies included in the <b>IDX ESG Leaders Index</b> during the first quarter of 2025 (Q1 2025). It was developed to support research on the influence of ESG-related news sentiment on short-term stock price movements in the Indonesian capital market.The dataset consists of 30 variables and includes:Raw and translated <b>news headlines</b> related to ESG disclosures from multiple verified media outlets.<b>Cleaned and preprocessed text</b> versions in English, optimized for input into NLP models such as FinBERT.<b>Manual sentiment labels</b> (positive, negative, neutral) assigned to each news item, alongside <b>model-generated sentiment probabilities</b> and polarity scores.<b>Stock price data</b> of the related companies from 5 days before (D-5) to 5 days after (D+5) the news publication date.Calculated <b>cumulative returns</b> across multiple event windows, including [-5,0], [0,+1], [0,+5], and [-1,+1].This dataset is valuable for:Event study analysis on ESG disclosure impacts,Sentiment analysis research in financial contexts,Training or evaluating NLP models in Bahasa Indonesia–English ESG financial domains.
提供机构:
figshare
创建时间:
2025-08-01



