fake_true_ukrainian_news_dataset.csv

The dataset includes content collected from Ukrainian-language news and media sources, with records assigned to trusted and fake/untrusted classes according to the dataset construction methodology.<br>The dataset is intended for the development and evaluation of Ukrainian-language text classification and misinformation-detection models.

It can also serve as a baseline resource for research on information integrity, source-aware classification, and comparative evaluation of machine learning and language-model-based approaches.</p><p><br></p><p dir="ltr">Affiliation: West Ukrainian National University (WUNU), Ternopil, Ukraine.<br><br>Important limitation: The dataset labels represent the classification scheme used during dataset construction and should not be interpreted as independent professional fact-checking of every individual claim.