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We investigate the main dividing lines in the voting behaviour of Members of the European Parliament (MEPs) and how they evolved throughout the crisis of 2007-13. To this end, we introduce a new database on the full population of plenary votes from 2004 to 2019. Using principal component analysis, we identify the left-right and the pro-/anti-EU dimensions as the main dimensions of voting. We find that, while the left-right dimension explained most of pre-crisis votes, the pro-/anti-EU divide gained relevance during the crisis, becoming the most relevant pattern of alliance in the European Parliament. These results are robust to a number of tests and persist across different subsets of votes.