Beyond Market Intelligence/OD Matrices

OD Matrices

OD Matrices on Beyond Market Intelligence: a running collection of one story we have gathered and hand-picked because they are worth your time. Every post here touches on od matrices in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around od matrices, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.

City2Graph: A Python library for Heterogeneous Graph Neural Networks and spatial analysis in urban systems [R]
Machine Learning

City2Graph: A Python library for Heterogeneous Graph Neural Networks and spatial analysis in urban systems [R]

Introducing City2Graph, a novel Python library designed to transform urban geospatial data into analysis-ready heterogeneous graphs. Recently published in *Computers, Environment and Urban Systems*, City2Graph streamlines workflows for spatial analysis and Graph Neural Networks, converting data from OpenStreetMap, Overture Maps, and GTFS feeds. It facilitates morphological, transport, mobility, and proximity analyses, offering seamless conversion between GeoDataFrames, NetworkX, and PyTorch Geometric.