Visualization
Speaker Contribution Matrix
Who discussed which ideas across 16 concept categories
Darker = fewer concepts, brighter = more. Sorted by activity. Hover for details.
View raw data table
Based on 18 talks from Every Vibe Code Camp (January 2026). Data extracted from concept attribution fields across 77 concepts in 16 categories.