"Data Fixes" might also correct for bias. Data often contains errors and inconsistencies, especially if it's the output of some other automation.

"Select the right data" just means don't try to do something silly like predict 2021 housing prices in Ann Arbor using historical data for Pittsburgh from 1980-2007.