Co-authors: Qiannan Yin, Derek Koh, and Jenny Wu The network effect in social networks increases the complexity of conducting analysis, as the actions of members have the ability to impact others within the network. For instance, a member posting an article on LinkedIn could result in actions downstream where other members see the post and interact with it by...

Co-authors: Qiannan Yin, Yan Wang, Divya Venugopalan, Cyrus Diciccio, Heloise Logan, Preetam Nandy, Kinjal Basu, and Albert Cui LinkedIn’s mission is to be a place that is focused on creating economic opportunity and driving more equitable outcomes for every member of the global workforce. A key part of that mission is enabling people to connect with each other...