Geospatial Data Visualization

Spatial Analysis of Tourist Venue Distribution and Public Transit Accessibility

Year

2025

Deliverables

Spatial Mapping

Role

Visual Designer

Tools

Figma • Python • ArcGIS Pro

The Problem

• [Research Question 1] How effectively can tourists use the current tram system to access tourist destinations, restaurants, local events, hotels, and cultural sites in Montpellier?

• [Research Question 2] Are there any gaps in the current tram coverage concerning tourist venues?

• [Research Question 3] Which neighbourhoods and attractions are least accessible by the tram system?

The Process

• This spatial map is created from open-source geodata to showcase the density of tourist destinations and to highlight the public transit coverage gap in the French city of Montpellier. After conducting spatial analysis of the data, the map reveals that most tourist venues are within 1000m of tram stops (less than 11-15 minute walks), particularly in central and northwestern areas. The tram system effectively connects restaurants, hotels, cultural sites, and historical monuments, making public transit the most efficient way to explore the city.

• Green-buffered areas on the map show gaps where venues are 1000-1500m from tram stops, requiring 15-20+ minute walks. Low-density tourist areas have significantly lower accessibility than well-connected central locations. The four identified neighbourhoods have poor tram access, and future urban planning should prioritize transit improvements in these areas to enhance tourism and local mobility.

The Solution

Thank you for reading this far. Let’s connect and start a conversation—I look forward to hearing from you and sharing details during the interview!

2026 ® Ching-Wen Chang. All Rights Reserved.

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Thank you for reading this far. Let’s connect and start a conversation—I look forward to hearing from you and sharing details during the interview!

2026 ® Ching-Wen Chang. All Rights Reserved.

Copy My Email

Thank you for reading this far. Let’s connect and start a conversation—I look forward to hearing from you and sharing details during the interview!

2026 ® Ching-Wen Chang. All Rights Reserved.

Copy My Email