Bishkek School Resilience Map

Hey there! 👋

Welcome to the Bishkek School Resilience Map — an interactive geospatial tool built to empower urban planners and community leaders with data-driven insights into school infrastructure safety and accessibility.

🖼️ Live Application

🚀 View the Live App on Hugging Face Spaces:
https://huggingface.co/spaces/aiibls/bishkek-resilience-ai

🚀 Purpose

In rapidly developing urban centers, ensuring school infrastructure is resilient to environmental and social challenges is critical. This project serves as a “Social Good” initiative, using open-source data and AI to map vulnerabilities and strengths within the Bishkek educational landscape.

🛠️ Features

• 🗺️ Interactive Geospatial Map
  Visualize school locations with dynamic layers for resilience scoring and infrastructure data.

• 📊 Resilience Analytics
  Assess schools based on key metrics including physical safety, accessibility, and resource distribution.

• 🤖 AI-Driven Visualization
  Leverages a Streamlit-based interface for intuitive exploration of complex geospatial datasets.

• 📥 Exportable Data Summaries
  Allows stakeholders to export localized resilience reports for targeted policy interventions.

💻 Technical Stack

Want to see how it works under the hood? It’s built for transparency and scalability! 😄

1. Core Technologies

• Frontend/App Framework: Streamlit
• Deployment: Hugging Face Spaces
• Data Processing: Python (Pandas, GeoPandas)
• Mapping: Leaflet/Folium integration

2. Launch Locally

Make sure you have Python 3.9+ and run: ```bash git clone https://github.com/aibls/bishkek-school-resilience.git cd bishkek-school-resilience pip install -r requirements.txt streamlit run app.py