Elastic Graph, part of the commercial X-Pack plugins for the Elastic Stack, offers powerful analytical tools for examining complex data relationships, such as those found in the Panama Papers. By integrating with the Kibana app and a new Elasticsearch API, this technology simplifies the process of visualizing and exploring data connections, making it accessible for both forensic investigations and summarizing mass user behaviors. The blog post discusses how Elastic Graph can trace intricate networks of offshore financial arrangements and also highlights its capacity to mine collective intelligence from user behavior data, such as click logs, to generate actionable insights. The tool emphasizes identifying significant associations rather than popular but common links, using methodologies akin to TF-IDF for relevance ranking, a distinguishing feature compared to traditional graph databases. The article concludes by outlining the two primary usage modes of Graph: detailed forensic analysis, where every document holds potential importance, and broader wisdom-of-crowds analysis, which focuses on identifying significant patterns amidst widespread data noise.