nd analyze data that is not in traditional rectangular form and which focuses on connection rather than transaction. More companies and organizations should be thinking about how their data can be structured and analyzed to tell them more about how people, skills and knowledge connect and how this can influence key positive and negative institutional outcomes. What’s more, they should not need expensive and inflexible network analysis and visualization software offered by vendors to do this, when the best