BYUNG-JU KIM Ph.D.
Genomic data scientist
CodeRbook is an interactive exploratory data analysis (EDA) tool based on Shiny/BSLIB.
- the package is under development. only development version is available.
- some dependency may not available in CRAN. please check it and install it manually.
remotes::install_github("airbj31/codebook")This function makes summary statistics for given data.
describe_df(starwars)# Rows: 87 (avg missing ratio: 8.6 ± 9.1 %)
# Cols: 14 (avg missing ratig: 8.6 ± 15 %)
# suggesting $col_type_strings for reading data: cincccnffcclll
$df_summary# :
# A tibble: 14 × 4
columns col_type n_uniq_Val nMISS
<chr> <chr> <int> <int>
1 name character 87 0
2 height integer 46 6
3 mass numeric 39 28
4 hair_color character 12 5
5 skin_color character 31 0
6 eye_color character 15 0
7 birth_year numeric 37 44
8 sex factor 5 4
9 gender factor 3 4
10 homeworld character 49 10
11 species character 38 4
12 films list 7 0
13 vehicles list 10 0
14 starships list 15 0
# $numeric_data_summary :
# A tibble: 3 × 9
idx column Min. QT1 Median Mean QT3 Max. nMISS
<dbl> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2 height 66 167 180 175. 191 264 6
2 3 mass 15 55.6 79 97.3 84.5 1358 28
3 7 birth_year 8 35 52 87.6 72 896 44
# $category_column_summary:
We have 2 elements with total 6 categories
Run interactive html session
codebook(starwars)some packages are not in CRAN. please install them separately in the case.
- This package is under development. we will apply interactivility between table and plot.
- currently, chart section is under development. some part works and the others doesn't.
e.g.) 3d plot is not available at the moment. - finishing chart section
- add interactivity between plot and table

