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VisualizationsApplied Machine Learning

Contextual Anomaly

Look at five dots by y, then by x, then both together. Neither value looks unusual on its own, but as a pair one dot falls far below the line the rest follow.

−20246y0123456xupper fence 5.325lower fence −2.075y = 0.2← lower fence −3upper fence 9 →x = 5line through the other fourexpected 3.43.2 belowthe pattern(5, 0.2)
Outside the fence: 0 of 5y column: Q1 0.7 · Q3 2.55 · IQR 1.85

Only each dot's y counts here. The ringed dot's 0.2 is just 1 below the next-lowest y, 1.2, and well inside the fence. Nothing is flagged.

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