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  "path": "/823881/oc-barack-obamas-2004-us-senate-dem-primary-results-in-chicago-vs-turnout-shaded-by-ward-demographics/",
  "publishedAt": "2026-04-30T21:22:49.000Z",
  "site": "https://www.usluck.com",
  "tags": [
    "Data Is Beautiful"
  ],
  "textContent": "[Election and registration results taken from here](https://chicagoelections.gov/elections/results/95), joined in Python, wards manually coded based on racial breakdowns listed on davesredistricting.org (uploaded [this shapefile](https://data.cityofchicago.org/Facilities-Geographic-Boundaries/Boundaries-Wards-2003-2015-/xt4z-bnwh) there for those stats) and ward's performance in contemporaray presidential and aldermanic races. Visuals created through Claude with manual label tweaking in Paint. [Breakout graphs of the 5 ward types available here](https://imgur.com/a/5UfJiFQ). [...]",
  "title": "[OC] Barack Obama’s 2004 US Senate Dem. primary results in Chicago vs. turnout, shaded by ward demographics"
}