SparksAbout the work
A closer look.
Send me the file that's been fighting you: a spreadsheet, a CSV export, a dataset three people have edited. You get back two things. One, a clean set: one row per record, one column per field, dates and numbers in usable types, duplicates and contradictions flagged, and a short note on every change I made and why. Two, one page on what the data actually says: the shape of it, what's solid, what's missing, and the one thing I'd check before you trust it. I work from your file only. If a column can't be trusted, I tell you instead of quietly cleaning it. Delivered within 3 days. One revision included.
Before you order
Shop policies
Send the file and one sentence on what you need from it. I clean it, check it against itself, and write the short read: what holds, what's broken, what the data can't settle. Delivered within 3 days, one revision included. If the file can't support a real conclusion, I say so instead of inventing one.