4 自动报告

代码提供：刘小妹黄国政

4.1 使用方法

加载数据

load(file = "core.RData")

library(DataExplorer)
introduce(core)

## # A tibble: 1 × 9
##    rows columns discrete_columns continuous_columns all_missing_columns
##   <int>   <int>            <int>              <int>               <int>
## 1  4001      12                7                  5                   0
## # ℹ 4 more variables: total_missing_values <int>, complete_rows <int>,
## #   total_observations <int>, memory_usage <dbl>

plot_intro(core)

plot_missing(core)

plot_bar(core)

plot_histogram(core)
create_report(core)

## 
## 
## processing file: report.rmd

## 1/42                                 
## 2/42 [global_options]                
## 3/42                                 
## 4/42 [introduce]                     
## 5/42                                 
## 6/42 [plot_intro]

## 7/42                                 
## 8/42 [data_structure]                
## 9/42                                 
## 10/42 [missing_profile]

## 11/42                                 
## 12/42 [univariate_distribution_header]
## 13/42                                 
## 14/42 [plot_histogram]

## 15/42                                 
## 16/42 [plot_density]                  
## 17/42                                 
## 18/42 [plot_frequency_bar]

## 19/42                                 
## 20/42 [plot_response_bar]             
## 21/42                                 
## 22/42 [plot_with_bar]                 
## 23/42                                 
## 24/42 [plot_normal_qq]

## 25/42                                 
## 26/42 [plot_response_qq]              
## 27/42                                 
## 28/42 [plot_by_qq]                    
## 29/42                                 
## 30/42 [correlation_analysis]

## 31/42                                 
## 32/42 [principal_component_analysis]

## 33/42                                 
## 34/42 [bivariate_distribution_header] 
## 35/42                                 
## 36/42 [plot_response_boxplot]         
## 37/42                                 
## 38/42 [plot_by_boxplot]               
## 39/42                                 
## 40/42 [plot_response_scatterplot]     
## 41/42                                 
## 42/42 [plot_by_scatterplot]

## output file: D:/04_Rrender/Bookdown/2020sRBook/2020sRBook1/report.knit.md

## "D:/StatisticsSoftware/Rstudio/resources/app/bin/quarto/bin/tools/pandoc" +RTS -K512m -RTS "D:/04_Rrender/Bookdown/2020sRBook/2020sRBook1/report.knit.md" --to html4 --from markdown+autolink_bare_uris+tex_math_single_backslash --output pandoc3be06b515f8.html --lua-filter "D:\StatisticsSoftware\R\R-4.2.3\library\rmarkdown\rmarkdown\lua\pagebreak.lua" --lua-filter "D:\StatisticsSoftware\R\R-4.2.3\library\rmarkdown\rmarkdown\lua\latex-div.lua" --embed-resources --standalone --variable bs3=TRUE --section-divs --table-of-contents --toc-depth 6 --template "D:\StatisticsSoftware\R\R-4.2.3\library\rmarkdown\rmd\h\default.html" --no-highlight --variable highlightjs=1 --variable theme=yeti --mathjax --variable "mathjax-url=https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML" --include-in-header "C:\Users\Sonde\AppData\Local\Temp\RtmpuIqSfN\rmarkdown-str3be07a9435ca.html"

## 
## Output created: report.html