📅 2023-05-22 — Session: Developed Data Visualization and Map Comparison Tools
🕒 09:25–11:25
🏷️ Labels: Python, Data Visualization, Mapbox, Javascript, Web Development
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal:
The session aimed to enhance data visualization techniques using Python and to develop interactive map comparison tools using Mapbox GL JS.
Key Activities:
- Implemented Python code for creating histograms from grouped data using Pandas and Matplotlib.
- Developed methods to plot cumulative distribution functions and isolate specific ranges within these plots.
- Enhanced visualization by extracting and annotating extreme values in cumulative distribution curves.
- Modified color palette functions to include alpha channel adjustments for better visual customization.
- Created interactive HTML documents using Mapbox GL JS for side-by-side map comparisons.
- Implemented dropdown menus for dynamic style changes in maps, utilizing JavaScript for event handling and style updates.
Achievements:
- Successfully created and visualized histograms and cumulative distribution functions in Python.
- Developed a robust HTML and JavaScript solution for interactive map comparisons, allowing for dynamic user interaction.
Pending Tasks:
- Further testing and refinement of map style update functions to ensure compatibility across different browsers and devices.