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Human - Readable summary of missings #156

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njtierney opened this issue Apr 30, 2018 · 2 comments
Closed

Human - Readable summary of missings #156

njtierney opened this issue Apr 30, 2018 · 2 comments

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@njtierney
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I need to provide key summaries of the missingness in the data for:

  • cases
  • variables
  • data.frames

It also needs to work with group_by()

@njtierney njtierney added this to the V0.4.0 milestone Jun 5, 2018
@njtierney
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At the moment miss_summary returns a tibble with lists of the other summaries.

This should change, and at the time I thought it would be useful to use list columns because they were new and a neat way of storing info. I think that miss_summary should instead be something like this:

miss_prop_summary(airquality)
# A tibble: 1 x 3
      df   var  case
   <dbl> <dbl> <dbl>
1 0.0479 0.333 0.275

But transposed:

# A tibble: 3 x 2
  type   prop_miss
  <chr>  <dbl>
1 df     0.0479
2 vars   0.333 
3 cases  0.275 

And maybe with n_miss, prop_miss.

@njtierney njtierney modified the milestones: V0.4.0, V0.5.0 Aug 31, 2018
@njtierney njtierney modified the milestones: V0.5.0, V0.6.0 Oct 30, 2019
@njtierney njtierney removed this from the V0.6.0 milestone Oct 14, 2022
@njtierney
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this is described in more detail in #316

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