Quick Guide to Graph Traversal Analysis

Analyzing graphs to find optimal paths doesn’t have to be hard

Riccardo Di Sipio
Towards Data Science
3 min readMay 11, 2021

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A graph is a data structure composed of a set of objects (nodes) equipped with connections (edges) among them. Graphs can be directed if the connections are oriented from one node to another (e.g. Alice owes money to Bob), or undirected if the orientation is irrelevant and the connections just represent relationships (e.g. Alice and Bob are friends). A graph is said to be complete if all nodes are connected to each other. A directed graph with no loops is said…

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Senior Machine Learning developer at Dayforce. NLP, graph neural networks. Formerly physicist at U Toronto, Bologna, CERN LHC/ATLAS.