I will clean and deduplicate your messy dataset and make it analysisready

Dirty data doesn't just look bad it breaks your reports, skews your analysis, and wastes hours every month.

If your spreadsheet has duplicate rows, inconsistent formatting, mixed capitalisation, broken date formats, or entries that should match but don't this gig fixes all of it and hands you a file that's genuinely ready to use.

I work in data operations professionally. Before building dashboards and reports for clients, I clean and validate the underlying data because a clean dashboard on dirty data is just a prettier mess. I've validated large declaration datasets monthly, catching and correcting discrepancies that would have caused downstream reporting errors.What I'll do:

Remove exact and near-duplicate records

Standardise text: capitalisation, spacing, punctuation, special characters

Enforce consistent date, code, or ID formats across every row

Flag or remove blank, null, or malformed entries

Deliver a plain-English changelog: what was removed, what was changed, and why

What you get:

Cleaned file in your original format (CSV, Excel, or Google Sheet)

Change log summarising every alteration made

File that opens cleanly no broken characters, no hidden rows