Adding column if it does not exist

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粉色の甜心
粉色の甜心 2020-12-15 17:37

I have a bunch of data frames with different variables. I want to read them into R and add columns to those that are short of a few variables so that they all have a common

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  •  余生分开走
    2020-12-15 18:07

    Try the following,

    library(tidyverse)
    
    mtcars %>%
      tbl_df() %>%
      rownames_to_column("car") %>%
      mutate(top_speed = if ("top_speed" %in% names(.)){return(top_speed)}else{return(NA)},
             mpg = if ("mpg" %in% names(.)){return(mpg)}else{return(NA)}) %>%
      select(car, top_speed, mpg, everything())
    # A tibble: 32 x 13
                     car top_speed   mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb
                                   
     1         Mazda RX4        NA  21.0     6 160.0   110  3.90 2.620 16.46     0     1     4     4
     2     Mazda RX4 Wag        NA  21.0     6 160.0   110  3.90 2.875 17.02     0     1     4     4
     3        Datsun 710        NA  22.8     4 108.0    93  3.85 2.320 18.61     1     1     4     1
     4    Hornet 4 Drive        NA  21.4     6 258.0   110  3.08 3.215 19.44     1     0     3     1
     5 Hornet Sportabout        NA  18.7     8 360.0   175  3.15 3.440 17.02     0     0     3     2
     6           Valiant        NA  18.1     6 225.0   105  2.76 3.460 20.22     1     0     3     1
     7        Duster 360        NA  14.3     8 360.0   245  3.21 3.570 15.84     0     0     3     4
     8         Merc 240D        NA  24.4     4 146.7    62  3.69 3.190 20.00     1     0     4     2
     9          Merc 230        NA  22.8     4 140.8    95  3.92 3.150 22.90     1     0     4     2
    10          Merc 280        NA  19.2     6 167.6   123  3.92 3.440 18.30     1     0     4     4
    # ... with 22 more rows
    

    I think the ifelse() doesn't inherit the class from the object.

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