* Scrubbing data is the second phase of the OSEMN framework, focusing on cleaning and preparing data for analysis.
* The scrubbing process transforms raw, dirty data into clean, usable data.
* Four main tasks in data scrubbing:
* Removing duplicates
* Formatting records
* Solving for missing values
* Checking records for mistakes or wrong values