Paul Bradshaw presented 10 things he has learned about data journalism at DONA in March 2011. Some of the key lessons included that journalists add value to data by cleaning and connecting it to tell stories; if a task needs to be done repeatedly, have a computer automate it; numeracy and data analysis skills should be valued as highly as traditional literacy in newsrooms; and that data journalism can engage audiences and provide commercial opportunities for news organizations.