Data

Turning three messy lines of expenses into a spreadsheet with 40 rows

Turn this into something I can actually use: our team's expense receipts came back as a mess of lines like 'AWS 2026-06-12 412.55 infra', 'lunch client 2026-06-13 88.20', 'Figma seats 2026-06-14 180.00 tools'. I have about 40 of these. Build me a spreadsheet with proper columns, a category breakdown, and a monthly total. Invent 40 plausible rows in that format so I can see it working.

The input here was deliberately bad, because that's what expense data looks like when it comes back from six people's inboxes.

Three sample lines, no header row, and the fields don't even sit in the same order twice: `AWS 2026-06-12 412.55 infra` puts the category last, while `lunch client 2026-06-13 88.20` doesn't have one at all and leads with two words that could be a merchant, a description, or both. Nobody said which column was which. That had to be worked out from the shape of the values — this one looks like a date, that one like money, the trailing word like a bucket name — and then held consistent across forty invented rows that had to look like they came from the same messy source.

What came back is a proper workbook. An Expenses sheet with real columns, and a separate Summary sheet carrying the category breakdown and the monthly total, rather than three subtotal rows wedged into the bottom of the data.

Ninety seconds, $0.260554 on Smart: https://elsedoes.com/share/7f805eace6e94e1cbc0bfe29f88f201d

team_expense_receipts_template.xlsx 7.9 KB

Receipt cleanup run $0.260554 Smart tier $0.260554 Smart tier

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By Heei

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