Resource: salty – Turn Clean Data into Messy Data

From the resource:

When teaching students how to clean data, it helps to have data that isn’t too clean already. salty is a new package that offers functions for “salting” clean data with problems often found in datasets in the wild, such as:

pseudo-OCR errors
inconsistent capitalization and spelling
unpredictable punctuation in numeric fields
missing values or empty strings

Read the full resource here.