> For the complete documentation index, see [llms.txt](https://docs.exploratory.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.exploratory.io/data-wrangling/remove_empty_cols.md).

# Remove Empty Columns

Removes all columns from a data frame that are composed entirely of NA values.

## How to Access This Feature

### From + (plus) Button

![](https://2850417076-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-M4HLCK3olgduYoe3RVS%2F-M4oMvCUDQwHTJ0eWi_f%2F-M4oN9mMfKCrh3ybWMYK%2Fcommand-remove-empty-cols.png?generation=1586795469391768\&alt=media)

* Click "+" button and select "Group By".