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Never plot missing values as zero

never-plot-missing-values-as-zero · always_apply: yes

Content

Omit missing time-series (or other) values from a display — break the line — rather than rendering them as zero, which falsely implies the value dropped to nothing.

Details
Slug:
never-plot-missing-values-as-zero
Always apply:
Yes
Created:
Sep 18, 2026
Updated:
Sep 18, 2026
Playbook
EDA with Python, Pandas and Jupyter

v30.8

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