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Suggest reasonable missing value annotations #709

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alyssadai opened this issue Mar 26, 2024 · 1 comment
Open
1 task done

Suggest reasonable missing value annotations #709

alyssadai opened this issue Mar 26, 2024 · 1 comment

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@alyssadai
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alyssadai commented Mar 26, 2024

Is there an existing issue for this?

  • I have searched the existing issues

New feature

When annotating missing values for a column with many unique values, currently it is quite tedious (and error-prone, as you can easily miss values) to scroll through all possible values to find the one you are looking for. This is especially challenging when the missing value is an empty string "", as you cannot easily CTRL+F it on the page.

It would be helpful if at this step the annotation tool could check the column for some values reasonably expected to represent missing data, e.g., ["NA", "na", "n/a", "", "null"] and suggest them as missing values for the user to annotate. Ideally, any detect possible missing values would be grouped together in a section at the top of the table of unique values, so they are easy to spot and annotate right away.

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We want to keep our issues up to date and active. This issue hasn't seen any activity in the last 75 days.
We have applied the _flag:stale label to indicate that this issue should be reviewed again.
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@github-actions github-actions bot added the _flag:stale [BOT ONLY] Flag issue that hasn't been updated in a while and needs to be triaged again label Jun 10, 2024
@github-actions github-actions bot removed the _flag:stale [BOT ONLY] Flag issue that hasn't been updated in a while and needs to be triaged again label Dec 17, 2024
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