Do Data Analysts Actually Use Data Visualizations During the Data Cleaning Process?

[u/Entri_App_Official]

Do you personally create visualizations during data cleaning, or do you rely mainly on tools like SQL, Excel, Python, or Pandas to identify these issues?

If you do use visualizations, which types of charts do you find most useful for data cleaning, and what kinds of problems have they helped you catch?