-Bicycle-Parking-Infrastructure-Analysis-in-the-Loire-Atlantique-Area-

This project contains an analysis of the bicycle parking infrastructure in the Loire-Atlantique area, France. The aim is to provide insights into geospatial distribution, capacity utilization, and opportunities for infrastructure improvement across several municipalities in the region.

Project Files

• Geospatial Analysis.ipynb: Jupyter notebook containing the geospatial analysis and capacity visualization.
• hotel de vile stationement.ipynb: Jupyter notebook with detailed descriptive and infrastructure analysis.
• Report.pdf: PDF report summarizing the key findings.
• 244400644_stationnements_cyclables.csv: Dataset used for the analysis (sourced from Hotel de Ville Saint-Nazaire).

Key Insights:

• Capacity Distribution: Most bicycle parking locations in the Loire-Atlantique area have a small capacity, with the largest facility holding 48 bicycles.
• Geospatial Distribution: High-density areas are well-served, while some suburban areas show a lack of parking infrastructure.
• Temporal Trends: Significant infrastructure updates occurred in September 2022, with steady maintenance efforts in 2023.

How to Use

1. Download the repository.
2. Open the Jupyter notebooks to review the full analysis.
3. View the PDF report for summarized insights and recommendations.

Contact Information

Lavender Oyugi
Email: [email protected]
LinkedIn: (https://www.linkedin.com/in/lavender-oyugi-92428a249)](#)