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Datalab issue type for null/missing feature values #810

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jwmueller opened this issue Aug 12, 2023 · 2 comments · Fixed by #856
Closed

Datalab issue type for null/missing feature values #810

jwmueller opened this issue Aug 12, 2023 · 2 comments · Fixed by #856
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enhancement New feature or request good first issue Good for newcomers hacktoberfest help-wanted We need your help to add this, but it may be more challenging than a "good first issue"

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@jwmueller
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jwmueller commented Aug 12, 2023

New Datalab issue type called something like null that checks features for rows that are entirely missing / null values (across all columns).

Those rows should get flagged as is_null_issue.
The quality score for each row can be the fraction of features which are missing in that row.

Make sure this issue check does not waste compute time if it is irrelevant, ie. first check that there even exist any missing values in the features at all before proceeding further.

@jwmueller jwmueller added enhancement New feature or request good first issue Good for newcomers help-wanted We need your help to add this, but it may be more challenging than a "good first issue" labels Aug 12, 2023
@abhijitpal1247
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@jwmueller can you assign this issue to me?

@abhijitpal1247
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@jwmueller created a PR #856

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enhancement New feature or request good first issue Good for newcomers hacktoberfest help-wanted We need your help to add this, but it may be more challenging than a "good first issue"
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