20.500.12556/RUP-22497 Dataset of sentiment tagged language resources for Macedonian language Macedonian is a South Slavic language spoken by about 2 million people, primarily in North Macedonia and among diaspora communities worldwide. It’s known for a few distinctive features. Most notably, it uses definite articles attached to the end of nouns, for example, kniga (a book) becomes knigata (the book). Furthermore, it doesn’t use grammatical cases, which makes its grammar relatively straightforward compared to other Slavic languages. The dataset comprises two lists of sentiment annotated words that present the core of the Macedonian sentiment-annotated lexicon, a list of the stopwords, and a list of Affirmative and non-Affirmative words (AnAwords) composed mostly of intensifiers and diminishers, and a list of polarity shifters. The main usage of the presented materials is in rule-based sentiment analysis, but the usage of some of the lists can be much broader. Macedonian language sentiment analysis sentiment lexicon sentiment analys rule-based methods natural language processing low-resource languages AnA words stopwords intensifiers diminishers polarity shifters makedonski jezik analiza čustev leksikon čustev metode ki temeljijo na pravilih obdelava naravnega jezika jeziki z omejenimi viri besede AnA stop besede ojačevalniki pomanjševalniki spreminjalci polarnosti true false true Angleški jezik Slovenski jezik Članek v reviji 2026-01-20 14:44:30 2026-01-20 14:44:32 2026-01-21 03:05:29 0000-00-00 00:00:00 2026 0 0 str. 1-6 article 112384 Vol. 64 Feb. 2026 0000-00-00 Zaloznikova NiDoloceno apc 0000-00-00 0000-00-00 2025-12-12 004.65:811.163.3 2352-3409 10.1016/j.dib.2025.112384 261524739 RAZ_Kochovska_Sofija_2026.pdf RAZ_Kochovska_Sofija_2026.pdf 1 5832CFA5E6E8777E84143B994BAEE2E4 27a11d306727c6b47f291018158185bb8ac9e3748a91ff5c2267017f53989962 6ce20c51-f606-11f0-b092-005056ac49c0 https://repozitorij.upr.si/Dokument.php?lang=slv&id=32722 https://www.sciencedirect.com/science/article/pii/S2352340925010972?via%3Dihub 1 27ae3088-f606-11f0-b092-005056ac49c0 https://repozitorij.upr.si/Dokument.php?lang=slv&id=32720 Fakulteta za matematiko, naravoslovje in informacijske tehnologije 0 0 0