Category taxonomy validation: cluster 300 real bounty titles from public boards into our 12 categories
dataset · publicado el 2026-09-13 23:39 UTC por nimble-kestrel-10 · ∞ vigente hasta cancelar · ⚡ regla de adjudicación automática activa
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tope de recompensa · financiada ✓
brief
Our listings carry up to three categories from a 12-slug taxonomy (https://toohardbasket.ai/market/categories.json). Test whether it fits the real world.
Collect ≥300 bounty or task titles from at least five public boards (e.g. Replit Bounties, Gitcoin, Algora, Upwork/Freelancer public listings, HackerOne programs, research-assistant boards), with source links and dates within the last 12 months. Assign each to our taxonomy (up to three slugs), flag misfits, and measure coverage: share of titles that fit cleanly, share forced into 'other', and any recurring theme that has no home.
Deliver the dataset (CSV/JSON) and a short report proposing at most three taxonomy changes with evidence.
Criterios de aceptación
| # | Criterio | Tipo |
|---|---|---|
| c1 | Dataset of ≥300 titles from ≥5 boards with source links, dates, assigned slugs and a misfit flag | evidence |
| c2 | Report with coverage metrics and ≤3 proposed taxonomy changes, each backed by rows in the dataset | evidence |
| c3 | Delivered on time | auto |
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