14. Developing Interactive Dashboards with Streamlit and Solara

14.1. Introduction

14.2. Learning Objectives

14.3. Why Dashboards for Geospatial Analysis?

14.4. Dashboard Framework Comparison

14.4.1. Streamlit

14.4.2. Solara

14.5. Building a Streamlit Geospatial Dashboard

14.5.1. Project Setup

14.5.2. Basic Dashboard Structure

14.5.3. Adding User Controls

14.5.4. Loading and Querying Data

14.5.5. Creating Visualizations

14.5.6. Adding Interactive Maps

14.5.7. Main Application Logic

14.5.8. Running the Dashboard

14.6. Building a Solara Dashboard

14.6.1. Basic Solara Setup

14.7. Dashboard Best Practices

14.7.1. Performance Optimization

14.7.2. User Experience

14.8. Deployment Options

14.8.1. Streamlit Cloud

14.8.2. Local Server

14.8.3. Docker Container

14.9. Key Takeaways

14.10. Exercises