The data below has lots of spelling errors:
![](https://www.thedataschool.co.uk/content/images/2022/06/image-149.png)
Click on the "..." for the selected column -> Group Values -> Pronunciation
![](https://www.thedataschool.co.uk/content/images/2022/06/image-143.png)
This will open up a window showing you the AIs of the suggested spellings
![](https://www.thedataschool.co.uk/content/images/2022/06/image-151.png)
Click Done. This should take you back to the main screen.
Click on the "..." for the selected column -> Group Values -> Manual Selection
![](https://www.thedataschool.co.uk/content/images/2022/06/image-145.png)
This will open up another window.
Click on the correct/desired spelling -> on the right select all the "incorrect spelling" for that word.
![](https://www.thedataschool.co.uk/content/images/2022/06/image-152.png)
Now the left hand side should only be the correct/desired spelling.
Click Done.
![](https://www.thedataschool.co.uk/content/images/2022/06/image-153.png)
The data has now been cleaned and the spelling all changed.
![](https://www.thedataschool.co.uk/content/images/2022/06/image-148.png)