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tufte-data-ink-ratiolisted

Use when a chart, graph, or dashboard looks cluttered, over-decorated, or 'busy' — heavy grids, filled bars, box frames, duplicate axes — or before shipping any statistical graphic. Covers Tufte's data-ink ratio, the two-pass erasure procedure, and converting frame/tick ink into data.
jpoindexter/tufte-skills · ★ 0 · Data & Documents · score 70
Install: claude install-skill jpoindexter/tufte-skills
# Data-Ink Ratio ## Overview The data-ink ratio measures how much of a graphic's ink is doing real informational work. Tufte's core claim in *The Visual Display of Quantitative Information* (Chapter 4): the larger the share of ink devoted to data, the better the graphic, other things equal. The ratio is not a grade to chase but a lever — it tells you to find every mark that could be erased without losing data, then erase it. This dissolves the chronic problem of decoration, redundancy, and convention adding ink that competes with the data instead of conveying it. ## §1. The Ratio: One Definition, Three Equivalent Forms Data-ink is the part of a graphic that responds to the numbers. Tufte's canonical definition: > "Data-ink is the non-erasable core of a graphic, the non-redundant ink arranged in response to variation in the numbers represented." — Tufte, *The Visual Display of Quantitative Information* The ratio has three equivalent formulations. The skill must carry all three, because each exposes a different lever: ``` (1) data-ink ratio = data-ink / total ink used to print the graphic (2) = the proportion of a graphic's ink devoted to the non-redundant display of data-information (3) = 1.0 − the proportion of a graphic that can be erased without loss of data-information ``` - **Form (1)** is the accounting definition: a fraction of total ink. - **Form (2)** restates it as a proportion and embeds the redundancy test — only *non-redundant* data displ