five

Attention to women's rights in NGO press releases, 1996–2018: A curated, coded dataset of organizational attention to women and violence against women

收藏
DataCite Commons2025-11-05 更新2026-02-09 收录
下载链接:
https://figshare.com/articles/dataset/Attention_to_women_s_rights_in_NGO_press_releases_1996_2018_A_curated_coded_dataset_of_organizational_attention_to_women_and_violence_against_women/30542897/1
下载链接
链接失效反馈
官方服务:
资源简介:
This dataset contains 31,937 press releases from four leading human rights organizations (Human Rights Watch, Amnesty International, Freedom House, ACLU) spanning 1996-2018, with document-level indicators of attention to women's rights and violence against women.<br>Each document is classified with:<br>• Two binary labels: (1) women/girls depicted as victims; (2) women's/gender rights as main topic• Single best-fitting UDHR category (18 categories)<br>• Country ISO3 code for geographic identification<br>Human validation with 200 documents demonstrates strong intercoder reliability (Cohen's κ = 0.848 for women-as-victims, κ = 0.826 for women's-rights-as-topic, κ = 0.783 for UDHR categories, κ = 1.000 for country identification).<br>The dataset enables temporal and cross-national analysis of organizational attention patterns, with straightforward merges to standard country-level datasets (CIRI, PTS, V-Dem) via ISO3 codes.Package Contents:• Core datasets (classified_docs.csv: 31,937 documents; classified_locs.csv: geographic mapping)<br>• Validation materials (intercoder reliability metrics, validation sample, UDHR codebook)• Diagnostic files (unmatched country assignments)<br>• Visualizations of data• Comprehensive README with usage examples in R and PythonAll data are derived from publicly available organizational press releases. The classification pipeline combines LLM-based coding with deterministic fallbacks and rigorous human validation, ensuring valid measurements suitable for cross-national comparative research and temporal analysis of advocacy priorities.
提供机构:
figshare
创建时间:
2025-11-05
二维码
社区交流群
二维码
科研交流群
商业服务