Add Author Contribution Diversity Analysis

[marvinm2]

Description

Show the distribution of AOPs per author and collaboration patterns. This reveals concentration of expertise, community growth patterns, and helps understand curation workload distribution across the AOP-Wiki community.

Visualization Types

• Latest snapshot: Current author contribution distribution
• Historical trends: Evolution of author participation over time

Value & Priority

• Priority: Phase 3 - Lower Priority
• Value: Low (community insights)
• Complexity: Low

Implementation Details

Key Data Requirements

Property from property_labels.csv:

• Creator (dc:creator) - applies to AOP, KE, KER

Count and analyze:

• AOPs per author
• KEs per author
• KERs per author
• Single-author vs. multi-author contributions
• Collaboration network characteristics

Visualization Format

• Histogram: Distribution of contributions (x-axis: # of AOPs, y-axis: # of authors)
• Top contributors: Bar chart showing top 20 authors by contribution count
• Collaboration matrix: Heat map showing co-authorship patterns
• Trends view: Line chart showing author participation growth

Expected Insights

• Identify core contributors vs. occasional contributors
• Understand workload distribution across community
• Track community growth and engagement
• Reveal collaboration patterns
• Support community management and recognition
• Guide recruitment and training efforts

Performance Notes

• Simple property aggregation
• Low complexity, performant
• May need author name normalization
• Consider privacy/anonymization for public display