Cocktail Graph

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Cocktails have a long and interesting history, the first cocktail is the old fashioned. With 4 ingredients- whisky, bitters, sugar and water; this cocktail was a marked departure from straight liquor wine or beer. In this graph we present a constellation of beverages that are related by the basic old fashioned which sits in the center. Think of these clusters as families of drinks. Use the tool to explore known relationships or discover new ones!

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Cancer Literature Graph

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We use Grakn Knowledge Graphs to organize and analyze deep tech data streams. One such stream is cancer data publications. There are thousands of publications on every type of cancer making the body of literature hard to understand. In this graph we organized papers about chemotherapy side effects in pancreatic cancer and found a prominent group of papers that mentioned one chemotherapy agent Gemcitabine that can cause severe side effects and a closely related molecule Deoxycytidine that can interfere with its activity.

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Collaboration Network

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Scientific literature is becoming more and more important as our everyday lives become increasingly enmeshed with technological innovation. However, with more than 30 Million citations in the medical literature (Pubmed) alone; understanding what literature to read and what to ignore is a major barrier. The two graphs above show the collaboration networks of Dr. Scott W. Emmons and Dr. Coleen T. Murphy. They are both American geneticists who study the genetic model organism **Caenorhabditis elegans** however the structure of their collaboration networks are very different. When looking into the literature you might target researchers who collaborate with an interconnected community to look for the dominant ideas, or you might target researchers that have smaller circles to find alternative viewpoints.

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