Clean up a messy CSV and describe its columns

Upload or paste a small CSV with inconsistent dates, stray spaces, mixed capitalization or duplicate rows, and get a cleaned CSV, a list of the changes made, and a short description of each column.

Data processing

CSV

spreadsheet

data cleaning

deduplicate

normalize

data profile

Create this agent

How it starts

When you run it.

Accepts files: CSV file (optional, or paste it)

What it needs

No knowledge base, memory bank or connection to create first.

Steps

Clean and profile the CSV

Prompt Call

Show the cleaned CSV

Display Result