Cleaning Roster Datafor Union Campaign Success
Module 5 · Stripping Formatting and Deduplicating 5.1 Why visual formatting is a trap
Subsection 5.1

Why visual formatting is a trap

~4 min

Reading

You inherited a roster that has been touched by five different organizers across two years. Each one had a system: yellow for housecalled, red for declined, blue for committee. None of those systems were documented. The fill colors do not survive a CSV export.

And underneath the colors, the actual data is fine. The problem is that the formatting is hiding the signal you actually need.

What inherited formatting actually breaks

  • Pivot tables refuse to run. Merged cells in the header row will not let you pivot.
  • Sorts produce wrong results. If color was the sort signal, sorting by name destroys it.
  • Filtering misses rows. Rows hidden by inherited filters get skipped by formulas that reference visible rows.
  • VLOOKUP fails silently. Conditional formatting can hide an extra hidden column you do not know exists.

The rule: strip everything to plain values before you write a single formula.

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