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After his presidency, Brazauskas returned as Prime Minister, holding the position from 2001 to 2006. During his second term as Prime Minister, Brazauskas focused on Lithuania's membership in the European Union and NATO, which were achieved in 2004. He also oversaw the country's economic growth and development.