Skill: Data cleaning

Ability to identify, correct and remove errors, inconsistencies and missing values from datasets.

Related skills

• Data wrangling

Learning resources

• Data Carpentry - Data Cleaning - Data Carpentry
• Kaggle - Data Cleaning - Kaggle
• Library Carpentry - Data Cleaning - Library Carpentry

Tools

• data.validator
• janitor
• OpenRefine