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ndretex

PROFILE

Ndretex

Joel Teixeira developed the foundational data infrastructure for the dataforgoodfr/13_reveler_inegalites_cinema project, focusing on scalable data ingestion and analytics to support research on cinema access inequalities. He designed and initialized a relational database schema in SQL and SQLAlchemy, covering films, directors, producers, distributors, and festivals, and seeded it with international festival data. Joel enhanced data quality by implementing Python-based name matching algorithms, including Levenshtein and Jaro-Winkler, to improve cross-dataset matching. He also refactored data ingestion notebooks using Pandas, increasing reliability and maintainability. His work established a reproducible, auditable foundation for ongoing data-driven analysis in the repository.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

4Total
Bugs
0
Commits
4
Features
3
Lines of code
7,403
Activity Months1

Your Network

12 people

Work History

February 2025

4 Commits • 3 Features

Feb 1, 2025

In February 2025, delivered a solid data foundation for the dataforgoodfr/13_reveler_inegalites_cinema project, enabling scalable data ingestion, improved data quality, and reliable analytics for festival coverage and film data. Key outcomes include schema initialization, data enrichment, and robust ingestion notebooks, all designed to support cross-dataset matching and data-driven decision making for inequalities in cinema access.

Activity

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Quality Metrics

Correctness85.0%
Maintainability85.0%
Architecture80.0%
Performance75.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

PythonSQL

Technical Skills

Data AnalysisData CleaningData EngineeringData ProcessingDatabase DesignDatabase ManagementPandasPythonSQLSQLAlchemySchema InitializationString Matching Algorithms

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

dataforgoodfr/13_reveler_inegalites_cinema

Feb 2025 Feb 2025
1 Month active

Languages Used

PythonSQL

Technical Skills

Data AnalysisData CleaningData EngineeringData ProcessingDatabase DesignDatabase Management