(UPDATED APR. 2024) I have ample evidence from multiple sources that there are strong unmet needs in the area of visualization of graph databases. And whenever there's a vacuum, vendors circle like vultures - with incomplete, non-customizable, and at times ridiculously expensive, closed-box proprietary solutions. Fortunately, coming to the rescue is the awesome open-source cytoscape.js library , an offshoot of the "Cytoscape" project of the Institute for Systems Biology , a project with a long history that goes back to 2002. One can do amazing custom solutions, relatively easily, when one combines this Cytoscape library with: 1) a front-end framework such as Vue.js 2) backend libraries (for example in python) to prepare and serve the data For example, a while back I created a visualizer for networks of chemical reactions, for another open-source project I lead ( life123.science ) This visualizer will look and feel generally familiar to anyone who has eve