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July 27 Dolt Bounty retro
https://www.dolthub.com/repositories/pdap/datasets/bounties/default

What went well?

  • engagement & re-engagement with community + potential supporters
  • iterated on our schema / planned and made some changes
  • we filled out the agencies table to a high level of completion β†’ a prerequisite to the datasets table
  • excellent support from the Dolt team!
  • learned that volunteer interest plays a big role in determining our focus
  • got a start on refining the review process
  • we split the bounty into two pieces so we had an opportunity to learn

What could have gone better?

  • there's not currently an automated review process or script
  • we discussed the difference between a dataset URL and an agency homepage
    • people ended up focusing on the agency homepage URL more than the datasets
  • one person ran away with the scoreboard by using machine readable lat/long

Next steps

  • Katie to share some metrics on engagement
  • Minimize variables + types of submissions allowed, particularly differences in scraped vs. manually gathered data
  • Plan next bounty for ~8/25 start
    • Formalize the fact that our team should do the reviews + scripts
    • Smaller bounties help us iterate on a faster loop
    • Look at attribution + scoreboard code and make contributions to how rewards are given out.
    • Announce $50/participant (pending Katie + Dolt approval)

Notes for bounty success

  1. 1.
    Pick a common schema for data (i.e. "incident reports")
  2. 2.
    Allow people to submit data linking back to the source (i.e. dataset)
  3. 3.
    Focus on discrete, scrapeable goals with relevant topics
    • e.g. hospital bounty was in response to a law which passed which required hospitals to publish data
    • national scope for a narrow data focus is a potential alternative to the narrow geo focus
      • helps with schema normalization + big stories + big moves
      • local is storytelling β†’ action loop
  4. 4.
    Focus on additions vs edits, enforceable by requiring properties