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A node for missing data #58

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jonathanjfshaw opened this issue Apr 24, 2020 · 0 comments
Open

A node for missing data #58

jonathanjfshaw opened this issue Apr 24, 2020 · 0 comments

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@jonathanjfshaw
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In timeflux/timeflux_ui#9 @mesca thought that a node for dropping NaNs could have a place in core.

I've also found circumstances where I've wanted to provide an empty dataframe (instead of None) and where I've wanted to add in NaNs (because I wanted the indices to exist).

I propose a node that can handle various degrees of missing data:

  • providing an empty dataframe instead of None
  • provide a dataframe with an index (or additional indices) but no values
  • drop NaNs
  • replaces NaNs with values (e.g. zeros)
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