Skip to content

Feat: DevRank Spider Community Discovery Strategy #9085

@tobiu

Description

@tobiu

Implement a new "Community Discovery" strategy for the DevRank Spider to improve coverage of diverse developer communities and correct sampling bias.

Features

  1. Community Scan Strategy: Target specific organizations (e.g., PyLadies, WomenWhoCode) to find members and contributors.
  2. Bio Signal Strategy: Search for users with specific bio keywords (e.g., "she/her", "woman in tech").
  3. Strategy Rebalancing: Update pickStrategy weights to include these new methods.

Technical Details

  • Add communityTargets list to Spider.mjs.
  • Implement runCommunityScan(targetOrg) method.
  • Add "Discovery: Bio Signals" search query.

Metadata

Metadata

Assignees

Labels

aifeatureNew feature functionality

Type

No type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions