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@cycling-data-lab

cycling-data-lab

Open research lab on cycling data: bike-sharing demand, mobility-justice diagnostics, GBFS infrastructure audits, and cycling-environment composite indicators.

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  1. gbfs-audit-catalogue gbfs-audit-catalogue Public

    A reproducible audit of 1,509 GBFS bike-sharing feeds across 48 countries. 46-column reference dataset for 46,307 certified stations.

    Python 1

  2. od-lean od-lean Public

    Machine-checked Lean 4 / Mathlib formalisation of the GBFS OD identifiability bounds — formal-proof companion to gbfs-od-reconstruction (zero sorry).

    Lean

  3. sbf-lean sbf-lean Public

    Machine-checked Lean 4 / Mathlib formalisation of the universal spectral lower bound (Theorem 1) — formal-proof companion to structural-bounds-framework (zero sorry).

    Lean

  4. gbfs-toolkit gbfs-toolkit Public

    Research-grade ingestion and semantic A1–A7 quality audit for GBFS bike-share feeds

    Python

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