📅 2023-05-19 — Session: Implemented Mapbox CLI and DataFrame Merging Techniques
🕒 21:20–23:10
🏷️ Labels: Mapbox, CLI, Pandas, Data Management, Web Development
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The session aimed to enhance data management capabilities using Mapbox CLI for tileset operations and improve data manipulation techniques with Pandas.
Key Activities
- Utilized Mapbox CLI commands to manage tilesets related to income and poverty data, including uploading and publishing new tilesets.
- Demonstrated merging of Pandas DataFrames using multi-index and column-based techniques to resolve index mismatch issues.
- Explored executing shell commands within Jupyter Notebooks to streamline tileset management.
- Installed Mapbox CLI and addressed npm registry issues using alternative methods such as Yarn.
- Set up environment variables for Mapbox access token in Python to ensure seamless tileset operations.
- Developed a Mapbox map comparison feature using HTML and JavaScript, including a dropdown menu for style selection.
Achievements
- Successfully managed Mapbox tilesets and resolved installation issues.
- Improved data manipulation skills with Pandas, particularly in handling multi-index DataFrames.
- Enhanced web development skills by implementing a Mapbox map comparison feature.
Pending Tasks
- Further explore advanced Mapbox CLI features for more efficient data management.
- Investigate additional data manipulation techniques in Pandas to handle complex datasets more effectively.