~/talk

Running a polyglot data science community

Talkat posit::conf(2025) · 2025-09-16..09-18· [developer-experience]
slides:none on file

Statistics Canada runs an R and Python user group with ~1,300 members, a ~50-person open committee, nine volunteer office hours, monthly hybrid meetings and low-stakes code challenges; code and docs live on GitLab (no data included), Teams handles day-to-day help, and topics include Parquet, internal R/Python packages and open source updates. Community-created RPUG pirate pug logo has 30+ variants and merch, and the site had 33 contributors, ~2,000 commits in 4 months, showing active, reproducible, polyglot operations.

AI-written summary · about

  1. 0:00Introduction
  2. 1:08Polyglot communities in data science
  3. 2:55Building a polyglot community
  4. 5:23Group identity and branding
  5. 7:35Inclusive learning spaces
  6. 9:22Fun events for connections
  7. 11:13Member leadership involvement
  8. 13:27Structure versus grassroots
  9. 14:53Polyglot communities thrive
  10. 16:41Q&A
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