Data Analitics Study Notes
Scrubbing Data
* 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