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CSV audit and cleaning pipeline v1.0.0

Use this resource to audit a CSV file and prepare its cleaning pipeline

New

  • 547 downloads
  • 239 likes
  • 48 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install csv-audit-cleaning-pipeline

First time: connect the CLI with

npx --yes palatekit@latest login

The prompt asks for an analysis of the schema, missing values and inconsistencies, then a strategy for imputation, encoding and scaling without data leakage. It ends with a modular Python script built around a Pipeline, ready for a Streamlit dashboard or a batch job. You get a Markdown report and this script.

Mostly picked by

Updated November 2, 2026

Card for the “CSV audit and cleaning pipeline” prompt

Details

Works in
Install guides
Generates with
Your agent's model
Licence
CC0-1.0

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What you get

  • The full prompt, ready to paste
  • Audit, statistical strategy and a Python script with a Pipeline
  • A CSV file to attach, since the prompt assumes it has been uploaded

Good fit for

  • A sales or contact export to clean before analysis
  • A preparation script to reuse in an automated job

Not for

    Tags

    • data
    • csv
    • pandas
    • cleaning
    • audit

    About

    You say

    “Add a duplicate check on the email column and explain its impact on the analysis.”

    Card for the “CSV audit and cleaning pipeline” prompt

    Prompt published by somebeing2 under the CC0-1.0 license, delivered in its original version.

    Show more

    How to use it

    1. Paste the prompt into your assistant or agent
    2. Ask it to audit a CSV file and prepare its cleaning pipeline
    3. Review and adjust the result

    Content preview

    Files

    • csv-audit-cleaning-pipeline.md1.3 KB
    • LICENSE0.6 KB
    • NOTICE-PALATEKIT.md0.5 KB

    Origin and licence

    Listed unmodified

    Author
    somebeing2
    Source
    github.com/f/prompts.chat/blob/cecef6fc73c2c389770695a56252d331981727de/prompts.csv
    Licence
    CC0-1.0

    Notice

    « Data Architect & Business Strategist (CSV Audit & Pipeline) » (somebeing2, CC0-1.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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