
@KirkDBorne spreadsheets flatten reality, graphs keep the relationships that actually drive the signal.
Graph Algorithms for Data Science: https://amzn.to/4s41GJ5 I have said this for years: "All the world is a graph!" The natural data structure of the world is a graph, not rows and columns: Connected things (IoT) Context engineering Cyber networks Environmental phenomena Food webs Graph analytics Graph databases Knowledge graphs Linked data Network science Neuroscience & brain connectivity PageRank search algorithm Propagation of diseases Semantic metadata Six degrees of separation Social networks Supply chains etc.
In my big list of natural graph structures in the world (first post in this thread), I left out 2 biggies: Butterfly effect Global markets https://x.com/KirkDBorne/status/2074866980302041139/photo/1
https://x.com/KirkDBorne/status/2074866106213232922/photo/1 https://twitter.com/Tech_p001/status/2074862589805240415
https://x.com/KirkDBorne/status/2070565924521062891