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IndrajeetPatil / ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣
https://indrajeetpatil.github.io/ggstatsplot/
GNU General Public License v3.0
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user request: allow to extract results from proportion tests in a dataframe #401

Closed IndrajeetPatil closed 4 years ago

IndrajeetPatil commented 4 years ago 
# setup
set.seed(123)
library(ggstatsplot)
options(tibble.width = Inf)

# creating a dataframe with proportion test results
(
  df <-
    ggpiestats(
      mtcars,
      am,
      cyl,
      output = "proptest",
      results.subtitle = FALSE,
      messages = FALSE
    )
)
#> Warning in stats::chisq.test(xtab): Chi-squared approximation may be incorrect
#> # A tibble: 3 x 12
#>   cyl   counts  perc N        `0`    `1`    statistic p.value parameter
#>   <fct>  <int> <dbl> <chr>    <chr>  <chr>      <dbl>   <dbl>     <dbl>
#> 1 8         14  43.8 (n = 14) 85.71% 14.29%     7.14  0.00753         1
#> 2 6          7  21.9 (n = 7)  57.14% 42.86%     0.143 0.705           1
#> 3 4         11  34.4 (n = 11) 27.27% 72.73%     2.27  0.132           1
#>   method                                   significance
#>   <chr>                                    <chr>       
#> 1 Chi-squared test for given probabilities **          
#> 2 Chi-squared test for given probabilities ns          
#> 3 Chi-squared test for given probabilities ns          
#>   label                                                                      
#>   <chr>                                                                      
#> 1 list(~chi['gof']^2~ ( 1 )== 7.14 , ~italic(p) == 0.008 , ~italic(n) == 14 )
#> 2 list(~chi['gof']^2~ ( 1 )== 0.14 , ~italic(p) == 0.705 , ~italic(n) == 7 ) 
#> 3 list(~chi['gof']^2~ ( 1 )== 2.27 , ~italic(p) == 0.132 , ~italic(n) == 11 )

# saving the file as an excel sheet
# readr::write_csv(x = df, path = "table_xx.csv")

Created on 2020-03-22 by the reprex package (v0.3.0)

Session info ``` r devtools::session_info() #> - Session info --------------------------------------------------------------- #> setting value #> version R Under development (unstable) (2020-02-28 r77874) #> os Windows 10 x64 #> system x86_64, mingw32 #> ui RTerm #> language (EN) #> collate English_United States.1252 #> ctype English_United States.1252 #> tz Europe/Berlin #> date 2020-03-22 #> #> - Packages ------------------------------------------------------------------- #> ! package * version date lib #> abind 1.4-5 2016-07-21 [1] #> assertthat 0.2.1 2019-03-21 [1] #> backports 1.1.5 2019-10-02 [1] #> base64enc 0.1-3 2015-07-28 [1] #> BayesFactor 0.9.12-4.2 2018-05-19 [1] #> bayestestR 0.5.2.1 2020-03-16 [1] #> bbmle 1.0.23.1 2020-02-03 [1] #> bdsmatrix 1.3-4 2020-01-13 [1] #> boot 1.3-24 2019-12-20 [2] #> bridgesampling 1.0-0 2020-02-26 [1] #> Brobdingnag 1.2-6 2018-08-13 [1] #> broom 0.5.3.9000 2020-03-01 [1] #> broom.mixed 0.2.4.9000 2020-03-09 [1] #> broomExtra 2.5.0 2020-03-17 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