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The old slider defaulted to floor(avg observations) — on heavy-tailed data the average sits above the 75th percentile, so the first visit hid most of the graph. Worse, the default (e.g. 98) exceeded the slider's max of 50: the browser clamped the control while the label kept showing the unclamped value, so the label lied about the active filter. - slider position now maps logarithmically onto 1..max(observation_count), rescaled whenever edge data loads, giving fine control at the low end and full reach into the tail - first-visit default is the median observation count of the loaded edges - the persisted value is the threshold itself, so it stays meaningful when the scale changes (e.g. switching evidence modes) - label shows the threshold plus live 'shown/total edges' feedback