Streamlit Maplibre

What is Streamlit Maplibre ?

Streamlit Maplibre is a Streamlit component designed to display interactive land cover maps. It allows users to visualize and analyze geographical data in a user-friendly and intuitive manner. The tool is particularly useful for applications that require visual question answering (Visual QA), enabling users to interact with maps to gain insights or answer questions about land cover and usage.

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Features

• Interactive Maps: Display dynamic, zoomable, and pannable maps.
• Land Cover Visualization: Show specific land cover types such as forests, grasslands, or urban areas.
• Customizable Basemaps: Choose from multiple basemap styles to suit your needs.
• Markers and Pop-ups: Add markers to specific locations and display additional information in pop-ups.
• Integration with Streamlit: Seamlessly integrate with Streamlit's ecosystem for building data-driven apps.
• Real-Time Data: Visualize up-to-date land cover data.

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How to use Streamlit Maplibre ?

1. Install the Package: Run pip install streamlit-maplibre in your terminal.
2. Import the Module: Add import streamlit_maplibre to your Streamlit script.
3. Initialize the Map: Use the with streamlit_maplibre() as map_: context manager.
4. Add Markers or Data: Use map_.add_marker() or map_.add_layer() to customize the map.
5. Run the App: Execute streamlit run your_script.py to view the map in your Streamlit app.

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Frequently Asked Questions

1. What basemaps are available in Streamlit Maplibre?
Streamlit Maplibre supports multiple basemaps, including OpenStreetMap, MapLibre OSM, Stamen Ton, and CartoDB Positron.

2. Can I use real-time data with Streamlit Maplibre?
Yes, Streamlit Maplibre allows you to visualize real-time land cover data by integrating with external data sources or APIs.

3. Is Streamlit Maplibre compatible with all Streamlit versions?
Streamlit Maplibre is designed to work with Streamlit version 1.12.0 and above. Ensure you are using a compatible version for optimal performance.