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API Reference

Core Modules

  • Loaders

    Unified interfaces to load geospatial datasets (CSV, Parquet, Shapefile, DataFrame, HuggingFace) with latitude/longitude or WKT geometry.

    Docs

  • Urban Layers

    Spatial canvases (streets, intersections, OSM features, neighborhoods, cities, states, countries, custom layers) for projecting datasets.

    Docs

  • Filters

    Filter geospatial data by bounding boxes and other criteria using lat/long columns or WKT geometries.

    Docs

  • Imputers

    Handle missing geospatial information (coordinates, geometries) with simple and address-based imputers.

    Docs

  • Enrichers

    Turn urban layers into meaningful statistics (counts per intersection, averages per neighborhood) with pluggable aggregators.

    Docs

  • Visualisers

    Static and interactive visualisation primitives for rendering your results.

    Docs

  • Pipeline

    Compose loaders, layers, filters, imputers, enrichers, and visualisers into a single executable pipeline.

    Docs

Optional Modules

  • Pipeline Generators

    Generate UrbanMapper pipelines from natural language with LLMs.

    Docs

  • Auctus Mixin

    Query the Auctus Dataset Search API inside the UrbanMapper workflow.

    Docs

  • Interactive Table VIS

    Explore datasets interactively in notebooks with richer tables and attribute statistics.

    Docs

  • JupyterGIS Mixin

    Collaboratively explore pipelines and geodata via Jupyter GIS.

    Docs

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