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Laurent Basara

PROFILE

Laurent Basara

Developed a reproducible geospatial data quality analysis workflow for the dataforgoodfr/13_potentiel_solaire repository, focusing on educational establishments. Built a Jupyter Notebook and Python script to assess alignment between reported address coordinates and building footprints, enabling quantification of discrepancies through distance calculations and statistical summaries. Leveraged GeoPandas, Pandas, and Matplotlib to load, clean, and visualize geospatial data, supporting data-driven remediation prioritization. The approach provided a framework for understanding and addressing data quality issues, improving trust in downstream analysis and decision making. Work emphasized reproducibility and clarity, delivering a practical solution for geospatial data validation within the project’s context.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
7,663
Activity Months1

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

Month 2025-09 focused on delivering geospatial data quality insights for the dataforgoodfr/13_potentiel_solaire project. Delivered a reproducible workflow to assess alignment between address data and building footprints for educational establishments, enabling data-driven remediation prioritization and improved data trust for downstream analysis and decision making.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookPython

Technical Skills

Data AnalysisGeoPandasGeospatial AnalysisJupyter NotebookMatplotlibPandasPython

Repositories Contributed To

1 repo

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

dataforgoodfr/13_potentiel_solaire

Sep 2025 Sep 2025
1 Month active

Languages Used

Jupyter NotebookPython

Technical Skills

Data AnalysisGeoPandasGeospatial AnalysisJupyter NotebookMatplotlibPandas