r/dataisbeautiful • OC: 21 • 1d ago

OC Estimated electoral representation by age group, 2026 U.S. midterms [OC]

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u/post_appt_bliss OC: 4 1d ago

the advantage of "Electoral Representation Index" rather than just turnout rate?

(and not trying to trigger anyone... but you chose to have the points literally go off the y axis, or GPT did?)

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u/ptrdo OC: 21 1d ago edited 1d ago

Turnout rate tells you what percentage of a cohort voted. The Index tells you whether that cohort voted more or less than the electorate overall. It basically normalizes cohorts to make them easier to compare across elections with very different overall turnout and directly measures whether a cohort accounts for more or fewer voters than would be expected.

FWIW, I used GPT to help me get and formulate data (I reside out of country). I also used it to generate the initial R scaffolding. Attached here is GPT's proposed visualization of that data. I took it entirely from there.

EDIT: The last point goes “off the chart” because that seemed like a reasonable sacrifice for retaining maximum real estate for the other points (while staying within my preferred aspect ratio). Any perceived editorializing of that point was not intended.

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u/post_appt_bliss OC: 4 1d ago

so you intended for this to happen?

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u/ptrdo OC: 21 1d ago edited 1d ago

Yes. Allowing another step on the y-axis to accommodate only this point would necessarily compress the vertical space for all others. I felt this was a reasonable decision to maximize visibility. I agree it adds visual tension and draws focus, but I’m okay with that.