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[Fliex H, Draft] Add daily success-rate-by-chain plot to notebook#4

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[Fliex H, Draft] Add daily success-rate-by-chain plot to notebook#4
fhenneke wants to merge 1 commit into
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Adds a figure on daily success rates to the notebook.

image

New section 11 in penalties_analysis.ipynb: per-chain daily settled
(success) rate over time at attempt grain, dated by auction_timestamp.
Days below MIN_N=20 attempts are dropped to avoid noisy spikes, and each
chain's line carries a 95% Wilson confidence band (reusing the existing
wilson() helper).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@fhenneke fhenneke changed the title Add daily success-rate-by-chain plot with Wilson CIs [Fliex H, Draft] Add daily success-rate-by-chain plot to notebook Jun 22, 2026
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