📅 2024-12-28 — Session: Developed GitHub Repository Analysis Framework
🕒 17:20–17:45
🏷️ Labels: Github, Portfolio, Data Science, Automation, Software Development
📂 Project: Business
⭐ Priority: MEDIUM
Session Goal
The primary objective of this session was to enhance GitHub portfolios for professionals in data science, policy analysis, and software development through the ‘Repos Revamp and Curation’ project.
Key Activities
- Project Overview: Reviewed the objectives and expected outcomes of the ‘Repos Revamp and Curation’ project.
- Parser Design: Designed parsers for extracting structured information from repository markdown files, detailing key information and output schema.
- Financial Impact Calculation: Explored methods for calculating the impact of inflation on ABL and other taxes, including Python code for iterative calculations.
- Database Design: Developed a reconciled table structure for integrating parsing goals and managing repositories, technical insights, and portfolio strategies.
- API Data Management: Designed a reference table for GitHub API data, enhancing parsers table, and creating a merged view for analysis.
- Schema Development: Created a unified repository analysis schema and a consolidated repository analysis table, integrating insights and technical details.
Achievements
- Completed the design of parsers and schemas for repository markdown files and GitHub API data.
- Developed a comprehensive framework for repository analysis, ensuring no redundancy and clear separation of data sources.
Pending Tasks
- Implement the designed parsers and schemas into the existing workflow.
- Validate the impact calculation method for inflation on ABL with real data examples.