Transposing in dplyr

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故里飘歌
故里飘歌 2021-02-02 14:04

I have the following data.frame

df = structure(list(HEADER = c(\"HOME_TRPM\", \"AWAY_TRPM\", \"HOME_TEAM\",\"AWAY_TEAM\"),
                     price = c(\"0.863         


        
4条回答
  •  清酒与你
    2021-02-02 14:31

    They must have updated tidyr since this was originally posted because I think it does what you were originally asking for now:

    > library(dplyr)
    > library(tidyr)
    Warning message:
    package ‘tidyr’ was built under R version 3.4.4 
    > df
             HEADER              price
        1 HOME_TRPM  0.863104076023855
        2 AWAY_TRPM -0.845186446996287
        3 HOME_TEAM                CHA
        4 AWAY_TEAM                NOP
    
        > tidyr::spread(df, HEADER, price)
          AWAY_TEAM          AWAY_TRPM HOME_TEAM         HOME_TRPM
        1       NOP -0.845186446996287       CHA 0.863104076023855
    

    If you have a bigger data frame you can always gather and then spread:

    > mdf <- data.frame(Things = c("Cookies","Cake","Knives","Kittens", "Politics"), Darkness = sample(1:5), Despair = sample(1:5), Defeat = sample(1:5))> mdf 
        Things Darkness Despair Defeat
    1  Cookies        3       4      1
    2     Cake        2       2      5
    3   Knives        1       3      2
    4  Kittens        5       5      3
    5 Politics        4       1      4
    > mdf %>% tidyr::gather(Idea, Warning_Level, Darkness:Defeat)
         Things     Idea Warning_Level
    1   Cookies Darkness             3
    2      Cake Darkness             2
    3    Knives Darkness             1
    4   Kittens Darkness             5
    5  Politics Darkness             4
    6   Cookies  Despair             4
    7      Cake  Despair             2
    8    Knives  Despair             3
    9   Kittens  Despair             5
    10 Politics  Despair             1
    11  Cookies   Defeat             1
    12     Cake   Defeat             5
    13   Knives   Defeat             2
    14  Kittens   Defeat             3
    15 Politics   Defeat             4
    > mdf %>% tidyr::gather(Idea, Warning_Level, Darkness:Defeat) %>% tidyr::spread(Things, Warning_Level)
          Idea Cake Cookies Kittens Knives Politics
    1 Darkness    2       3       5      1        4
    2   Defeat    5       1       3      2        4
    3  Despair    2       4       5      3        1
    

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