This dataset consists of a table with excerpts from articles describing how they gender researchers for data collections. Related article: Lindelöw, C. H. (2026). Gender Guessing Games: diverse methods of gendering in bibliometrics from a classification and an ethical perspective. Journal of Documentation. https://doi.org/10.1108/JD-01-2026-0016. Key to columns (empty entry in the table means no data were found): id: openalex internal id for article. doi: the doi of the article. excerpts: text excerpts from articles in bibliometrics/scientometrics that use gendering methods to create data. No information, no DOI and no access is noted here. ethics: if 1, the article discusses ethical issues about gendering. gender or sex: notation of which word/s is/are used. verbs used: notation of verbs used to describe the method. binary: the article explicitly states the use of binary classification. gendering_method_not_stated: the article does not describe the method/s used. gendering_method_not_stated_clearly: the article is unclear about the method/s used. The following categories are diverse methods used, a 1 in the column means it used: register survey name photos language other mention_non_binary: if 1, the article mentions non-binary categories. verification: if 1, the article uses "verification", see article for details. cascading: if 1, the article uses cascading, see article for details. acceptance_threshold: if 1,when using names, acceptance thresholds are often used. complete_gendering: if 1, the article has gendered all persons in their material. publication_year: year the article is published according to openalex. language_openalex: language according to openalex. type_openalex: type of article according to openalex. type_crossref: type of article according to crossref (according to openalex). is_retracted: true/false, whether the article is retracted or not, according to openalex. is_paratext: true/false, whether the text is paratext according to openalex. title: title of the article. corrected_language: article checked for correct language.