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Azure Maps - End-to-End Geospatial Services for Developers

Azure Maps is Microsoft's comprehensive cloud-based geospatial services platform, delivering powerful APIs and SDKs for mapping, geocoding, routing, spatial analytics, weather, traffic, and much more. This repository contains Jupyter notebooks demonstrating hands-on scenarios and best practices with Azure Maps for a variety of location-aware solutions.


🗺️ Core Services

🗂 Maps & Visualization

  • Highly interactive web and mobile maps with customizable styles and layers
  • Satellite, road, and hybrid map views
  • Overlays, markers, and custom data visualization (heatmaps, clusters, geojson, etc.)
  • Real-time traffic information and incident reporting

📍 Location Services

  • Geocoding & reverse geocoding (addresses <-> coordinates)
  • Address validation and standardization
  • Batch geocoding for large-scale datasets
  • Fuzzy search and flexible discovery

🧭 Routing & Directions

  • Turn-by-turn navigation with multiple routing options
  • Traffic-aware and real-time route optimization
  • Multi-modal transportation: driving, walking, cycling, public transit
  • Commercial vehicle routing considering road restrictions and regulations

📊 Geospatial Analytics

  • Geofencing and location-based triggers
  • Spatial queries and data processing
  • Weather data integration (current, forecast, historical)
  • Demographics, points of interest (POI), and environmental analysis

🌐 Other Features

  • RESTful APIs and robust SDKs for web, mobile, and desktop apps
  • Deep integration with Azure IoT, Azure Synapse, Power BI, and more
  • GDPR compliant and enterprise-grade security
  • Global coverage with localized, up-to-date datasets
  • Flexible, pay-as-you-go pricing

💡 Typical Use Cases

  • Fleet management & logistics optimization
  • Store finder and proximity search for retail
  • Asset tracking and operational monitoring
  • Location-based marketing, insights, & analytics
  • Emergency services, public safety, & environmental monitoring
  • Electric vehicle routing and infrastructure analysis
  • Weather impact and air quality spatial studies

📓 Notebooks Included

  • 01 Azure Maps Settings

    Configure your credentials and environment for Azure Maps usage.

  • 02 Azure Maps Geocoding and Reverse Geocoding

    Address lookup, conversion, and validation workflows.

  • 03 Azure Maps Search services

    Explore POI search, fuzzy address search, and map search capabilities.

  • 04 Azure Maps Routing and directions

    Compute routes, directions, and optimize travel with traffic and restrictions.

  • 05 Azure Maps Visualization and Rendering

    Create insightful custom visualizations: overlays, markers, heatmaps, and more.

  • 06 Azure Maps Geospatial Analytics

    Analyze spatial datasets, geofencing, and run location-based queries.

  • 07 Azure Maps Timezone

    Timezone lookup and management for global datasets.

  • 08 Azure Maps Weather

    Integrate and visualize weather data (current, forecast, and historical).

  • 09 Analyze Weather Data Use Case with Azure Maps

    Example end-to-end scenario: weather analytics on spatial data.

  • 10 Electric Vehicles Routing

    Plan and optimize journeys for electric vehicle scenarios.

  • 11 Azure Maps Air Quality

    Access and analyze air quality environmental data.

  • 12 Azure Maps Daily Indices

    Work with daily environment and health indices datasets.

  • 13 Azure Maps Traffic Incidents

    Analyze, visualize, and act on real-time traffic incident data.


📚 Learn More


🛠 Prerequisites

  • Azure subscription (Create Free Account)
  • An Azure Maps account and authentication key
  • Python 3.8+
  • Jupyter environment (locally, in VS Code, or via Azure Notebooks)

✨ Getting Started

  1. Clone this repository.
  2. Set up your Azure Maps credentials in 01 Azure Maps Settings.ipynb.
  3. Explore the notebooks in order or jump to a topic of interest.

📝 License

This repository is provided under the MIT License.


👤 Author

Serge Retkowsky
LinkedIn
Last updated: 2025-09-01

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