Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by saving interlinked descriptions of entities (objects, events, situations, or abstract concepts) while encoding the semantics underlying the terminology. How do you create a knowledge graph? And how do you move it from theory into practice? Using hands-on examples, this practical book shows data scientists and data practitioners how to build their own custom knowledge graphs. Authors Jesus Barrasa and Jim Webber from Neo4j illustrate patterns commonly used for building knowledge graphs that solve many of today's pressing problems. You'll quickly discover how these graphs become exponentially more useful as you add more data. Learn the organizing principles necessary to build a knowledge graph Explore how graph databases serve as a foundation for knowledge graphs Understand how to import structured and unstructured data into your graph Follow examples to build integration-and-search knowledge graphs Understand what pattern detection knowledge graphs help you accomplish Explore dependency knowledge graphs through examples Use examples of natural language knowledge graphs and chatbots

From the fight against the AIDS crisis to the struggle for Black liberation and international solidarity, Graphic Liberation! digs deep into the history, present, and future of revolutionary political image making. What is the role of image and aesthetic in revolution? Through a series of interviews with some of the most accomplished designers, Josh MacPhee charts the importance of revolutionary aesthetics from the struggle for abolition by Black Panthers, the agitation during the AIDS crisis from ACT-UP, the fight against apartheid in South Africa and Palestine, as well as everyday organizing against nuclear power, for housing, and international solidarity in Germany, Japan, China, and beyond. In twelve interviews, political designer and street artist Josh MacPhee talks to decorated graphic designers such as Avram Finkelstein, Emory Douglas, and more, focussing on each of their contributions to the field of political graphics, their relationships to social movements and political organizing, the history of political image making, and issues arising from reproduction and copyright.