Data
Convert a short messy list into reviewable CSV
Extract a consistent table from pasted text while keeping uncertain fields and duplicates visible.
Claude
~15 min · Beginner◦ Documented
Choose a task · 3 documented guides
Data workflows for reviewable tables and patterns
A neat table can still contain a wrong value. Keep a small original sample, explicit column rules, and check cases so you can inspect the transformation rather than trusting its appearance.
Choose a workflow
Data
Draft a spreadsheet formula with check cases
Translate a specific sheet requirement into a formula and a small set of examples you can verify.
ChatGPT
~15 min · Intermediate◦ Documented
Data
Group feedback into a traceable theme map
Organize a small feedback sample by theme while keeping each comment tied to its original ID.
Claude
~20 min · Beginner◦ Documented
Before you start
How should I check a CSV draft?
Compare rows and columns with the original sample, including missing values, commas, quotes, and leading zeros. Import a small checked sample before using a larger file.
How do I validate a proposed spreadsheet formula?
Try cases where you already know the answer, including blanks, zeros, and boundary values. Check the spreadsheet locale and cell references too.
How can a theme map stay traceable?
Keep input labels beside each theme and preserve exceptions. Review the original comments before interpreting a group as evidence of frequency or importance.