Data transformation has three subprocesses: cleaning, restructuring, and integration.

Cleaning aims to correct data anomalies.

Restructuring does not change any data, just the way they are organized.

Integration links the data together by defining relationships.

$1,2,$ and $4$

$1$ and $3$

$1$ and $2$

$1,2,3,$ and $4$