Data Cleaning · seb1n/awesome-ai-agent-skills

Clean and preprocess raw datasets

Helps handle missing values, duplicate records, type mismatches, and outliers in a dataset, and can enforce validation rules to produce a clean, analysis-ready dataset for further work.

Good for

  • Handle missing values and duplicates
  • Standardize data types and formats
  • Detect and treat outliers
Category
Research

Open-source skills are maintained by their authors and listed as published, with attribution. Results depend on how well the skill fits your task and material.

A good place to start

Clean this CSV file — remove duplicates and handle the missing values.

Make your next great thing.

Bring a question, a file, or an idea that’s not quite there yet.