Mark Litwintschik 5/6/2026

e-Bike Fleet Monitoring

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This article details the collection and analysis of JSON-formatted API feeds from three e-bike rental vendors (Bird, Lime, and Neuron) in Edmonton, Canada. The author describes their high-performance workstation setup, installation of tools like jq and DuckDB with extensions (H3, JSON, Spatial), and use of QGIS for mapping. The analysis covers bike locations and battery ranges over a day, with heatmaps showing vendor density. The content is focused on data processing, programming, and geospatial analysis, making it relevant to IT/technology.

e-Bike Fleet Monitoring

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