~/talk

Gerrymandering Australia

Talkat PyCon AU 2026 · 2026-08-26..08-30· [data-visualization]
links:none on file
slides:none on file

Explains how hypothetical redraws actually change results by building an optimization pipeline using Voronoi tessellation for booth catchments and integer linear programming to assign regions to seats, running examples small (Canberra, Wollongong) and national (stalls overnight). Cites concrete figures — 8,875 polling booths — and real data limits: booth-level first preferences, missing full preference flows, and an OR-Tools 2GB model limit. Code produces plausible gerrymanders for small areas but hits scalability and data-coverage issues for a robust nationwide system.

AI-written summary · about

  1. 0:00Gerrymandering chaos
  2. 1:09Gerrymandering history and basics
  3. 3:38Australia’s electoral redraws
  4. 8:13Preferential voting explained
  5. 10:02Election data and booth insights
  6. 12:31Mapping booths with Voronoi
  7. 15:00Gerrymandering as optimization
  8. 17:27Linear integer programming
  9. 19:16Graph theory for electorates
  10. 22:03Gerrymandering in the ACT
  11. 23:47Scaling to New South Wales
  12. 26:56Challenges and future work
  13. 27:16Q&A
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.