Phototrails Results
- Identifies patterns in:
- How people take photos
- What people choose to post
- Differences between cities
- Shows how different cities have unique “visual identities”
- Uses data to reveal global cultural behavior through images
Scope / Scale of Results
- Based on analysis of millions instargram photos over a variety of cities
- Uses both image data and metadata (time, location, color)
- Results reflect large-scale human behavior, not just small samples
What These Results Show
- Social media data can reflect real world behavior and culture
- Patterns like time of day, location, and color trends help explain how people live in cities
- Differences between cities highlight cultural and social variations globally
How Artists Are Helped
- Artists can see visual trends across different cities
- Helps inspire new ideas based on color, style, and composition patterns
- Shows what types of visuals are popular or meaningful in different cultures
- Gives insight into how visuals can communicate emotion and identity
For the Audience
- Helps people understand:
- Social media trends
- Cultural differences
- How data reflects real life
End Result
- Provides clear visual representations of human behavior in cities
- Connects technology, data, and culture
- Helps people better understand how digital humanities works
Assessment
- This page clearly shows the outcomes of the project and how the data is used
- Strong connection between data analysis and real world meaning
- Meets DH best practices by making complex data visual, understandable, and useful