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Collective bargaining is central to wage-setting and working conditions, but knowledge about what exactly has been concluded in collective bargaining agreements (CBAs) in Europe is limited. In light of the debate about a European Minimum Wage this information gap is evident. This article aims to explore the feasibility of an EU-wide CBA data collection. We conclude that such a database could cover all CBAs for nine countries, all multi-employer CBAs for another nine countries and a selection of CBAs for two countries. Data collection for the remaining countries has to rely on CBAs collected from social partners. Realisation of an EU-wide CBA Database seems a doable but challenging task. When CBA texts would be collected and coded, the content of CBAs could be compared across member states. The Wage Indicator CBA Database is an example of a cross-country coding scheme for CBA texts. Text-mining options are explored as a promising way forward as to reduce coding efforts. [ABSTRACT FROM AUTHOR]