Description
Visualizing Changes in Performance Measures and Demographic Affiliations using Animation.
Description
Create an interactive visualization to be used for communication purposes. Providing the function for preparing, plotting, and animating the data.
README.md
animbook
“animbook” is a package to help the user visualize the changes in performance measures and demographic affiliations using animation. It is a package to help prepare, plot, and animate the data.
Installation
You can install the development version of animbook from GitHub with:
install.packages("animbook")
Examples
Accounting database: osiris
library(animbook)
library(dplyr)
#>
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#>
#> filter, lag
#> The following objects are masked from 'package:base':
#>
#> intersect, setdiff, setequal, union
data <- osiris |>
filter(country %in% c("US", "JP"))
label <- c("Top 25%", "25-50", "50-75", "75-100", "Not listed")
accounting <- anim_prep(data,
id = ID,
values = sales,
time = year,
label = label,
ncat = 4,
group = country)
p <- wallaby_plot(accounting,
group_palette = RColorBrewer::brewer.pal(9, "Set1"),
shade_palette = c("#737373", "#969696", "#BDBDBD",
"#D9D9D9","#D9D9D9","#D9D9D9"),
subset = "bottom",
relation = "many_one",
height = 1,
size = 2,
width = 100,
total_point = 1000)
#> You can now use the animbook::anim_animate() function to
#> transform it into an animated object
p2 <- anim_animate(p)
#> You can now pass it to gganimate::animate().
#> The recommended setting is nframes = 139
gganimate::animate(p2, nframes = 139)
#>
#> Rendering [>-------------------------------------------] at 8.3 fps ~ eta:
#> 17sRendering [>-------------------------------------------] at 8.6 fps ~ eta:
#> 16sRendering [>-------------------------------------------] at 8.3 fps ~ eta:
#> 16sRendering [=>------------------------------------------] at 8.5 fps ~ eta:
#> 16sRendering [=>------------------------------------------] at 8.7 fps ~ eta:
#> 15sRendering [==>-----------------------------------------] at 8.7 fps ~ eta:
#> 15sRendering [==>-----------------------------------------] at 8.8 fps ~ eta:
#> 15sRendering [===>----------------------------------------] at 8.7 fps ~ eta:
#> 15sRendering [===>----------------------------------------] at 8.7 fps ~ eta:
#> 14sRendering [====>---------------------------------------] at 8.7 fps ~ eta:
#> 14sRendering [=====>--------------------------------------] at 8.7 fps ~ eta:
#> 14sRendering [======>-------------------------------------] at 8.7 fps ~ eta:
#> 14sRendering [======>-------------------------------------] at 8.6 fps ~ eta:
#> 14sRendering [======>-------------------------------------] at 8.6 fps ~ eta:
#> 13sRendering [=======>------------------------------------] at 8.6 fps ~ eta:
#> 13sRendering [========>-----------------------------------] at 8.6 fps ~ eta:
#> 13sRendering [========>-----------------------------------] at 8.5 fps ~ eta:
#> 13sRendering [=========>----------------------------------] at 8.5 fps ~ eta:
#> 13sRendering [=========>----------------------------------] at 8.5 fps ~ eta:
#> 12sRendering [==========>---------------------------------] at 8.4 fps ~ eta:
#> 12sRendering [===========>--------------------------------] at 8.4 fps ~ eta:
#> 12sRendering [===========>--------------------------------] at 8.3 fps ~ eta:
#> 12sRendering [============>-------------------------------] at 8.3 fps ~ eta:
#> 12sRendering [=============>------------------------------] at 8.3 fps ~ eta:
#> 12sRendering [=============>------------------------------] at 8.2 fps ~ eta:
#> 12sRendering [=============>------------------------------] at 8.2 fps ~ eta:
#> 11sRendering [==============>-----------------------------] at 8.2 fps ~ eta:
#> 11sRendering [===============>----------------------------] at 8.2 fps ~ eta:
#> 11sRendering [================>---------------------------] at 8.2 fps ~ eta:
#> 11sRendering [================>---------------------------] at 8.2 fps ~ eta:
#> 10sRendering [================>---------------------------] at 8.1 fps ~ eta:
#> 10sRendering [=================>--------------------------] at 8.1 fps ~ eta:
#> 10sRendering [==================>-------------------------] at 8.1 fps ~ eta:
#> 10sRendering [===================>------------------------] at 8.1 fps ~ eta:
#> 10sRendering [===================>------------------------] at 8.1 fps ~ eta:
#> 9sRendering [====================>-----------------------] at 8.1 fps ~ eta:
#> 9sRendering [=====================>------------------------] at 8 fps ~ eta:
#> 9sRendering [======================>-----------------------] at 8 fps ~ eta:
#> 9sRendering [======================>-----------------------] at 8 fps ~ eta:
#> 8sRendering [=======================>----------------------] at 8 fps ~ eta:
#> 8sRendering [========================>---------------------] at 8 fps ~ eta:
#> 8sRendering [=========================>--------------------] at 8 fps ~ eta:
#> 8sRendering [=========================>--------------------] at 8 fps ~ eta:
#> 7sRendering [==========================>-------------------] at 8 fps ~ eta:
#> 7sRendering [===========================>------------------] at 8 fps ~ eta:
#> 7sRendering [============================>-----------------] at 8 fps ~ eta:
#> 7sRendering [============================>-----------------] at 8 fps ~ eta:
#> 6sRendering [===========================>----------------] at 7.9 fps ~ eta:
#> 6sRendering [============================>---------------] at 7.9 fps ~ eta:
#> 6sRendering [=============================>--------------] at 7.9 fps ~ eta:
#> 6sRendering [=============================>--------------] at 7.9 fps ~ eta:
#> 5sRendering [==============================>-------------] at 7.9 fps ~ eta:
#> 5sRendering [===============================>------------] at 7.9 fps ~ eta:
#> 5sRendering [================================>-----------] at 7.9 fps ~ eta:
#> 5sRendering [================================>-----------] at 7.9 fps ~ eta:
#> 4sRendering [=================================>----------] at 7.9 fps ~ eta:
#> 4sRendering [==================================>---------] at 7.9 fps ~ eta:
#> 4sRendering [==================================>---------] at 7.9 fps ~ eta:
#> 3sRendering [===================================>--------] at 7.9 fps ~ eta:
#> 3sRendering [====================================>-------] at 7.9 fps ~ eta:
#> 3sRendering [=====================================>------] at 7.9 fps ~ eta:
#> 3sRendering [=====================================>------] at 7.9 fps ~ eta:
#> 2sRendering [======================================>-----] at 7.9 fps ~ eta:
#> 2sRendering [=======================================>----] at 7.9 fps ~ eta:
#> 2sRendering [========================================>---] at 7.9 fps ~ eta:
#> 1sRendering [==========================================>---] at 8 fps ~ eta:
#> 1sRendering [===========================================>--] at 8 fps ~ eta:
#> 1sRendering [============================================>-] at 8 fps ~ eta:
#> 1sRendering [============================================>-] at 8 fps ~ eta:
#> 0sRendering [=============================================>] at 8 fps ~ eta:
#> 0sRendering [==============================================] at 8 fps ~ eta: 0s
Voter behavior
library(animbook)
voter <- anim_prep_cat(data = aeles,
id = id,
values = party,
time = year,
group = gender,
order = NULL)
p_voter <- wallaby_plot(data = voter,
group_palette = c("pink", "blue", "red"),
shade_palette = c("#737373", "#969696", "#BDBDBD",
"#D9D9D9","#D9D9D9","#D9D9D9"),
time_dependent = FALSE,
rendering = "gganimate",
subset = "top",
relation = "one_many",
height = 1,
size = 2.5,
width = 100,
total_point = 1000)
#> You can now use the animbook::anim_animate() function to
#> transform it into an animated object
p2_voter <- anim_animate(p_voter)
#> You can now pass it to gganimate::animate().
#> The recommended setting is nframes = 139
gganimate::animate(p2_voter, nframes = 139)
#>
#> Rendering [>-------------------------------------------] at 9.5 fps ~ eta:
#> 15sRendering [>-------------------------------------------] at 9.2 fps ~ eta:
#> 15sRendering [>-------------------------------------------] at 9.1 fps ~ eta:
#> 15sRendering [=>--------------------------------------------] at 9 fps ~ eta:
#> 15sRendering [=>------------------------------------------] at 8.8 fps ~ eta:
#> 15sRendering [=>------------------------------------------] at 8.7 fps ~ eta:
#> 15sRendering [==>-----------------------------------------] at 8.7 fps ~ eta:
#> 15sRendering [==>-----------------------------------------] at 8.6 fps ~ eta:
#> 15sRendering [===>----------------------------------------] at 8.6 fps ~ eta:
#> 15sRendering [===>----------------------------------------] at 8.5 fps ~ eta:
#> 15sRendering [====>---------------------------------------] at 8.5 fps ~ eta:
#> 15sRendering [====>---------------------------------------] at 8.5 fps ~ eta:
#> 14sRendering [=====>--------------------------------------] at 8.5 fps ~ eta:
#> 14sRendering [=====>--------------------------------------] at 8.4 fps ~ eta:
#> 14sRendering [======>-------------------------------------] at 8.4 fps ~ eta:
#> 14sRendering [======>-------------------------------------] at 8.3 fps ~ eta:
#> 14sRendering [=======>------------------------------------] at 8.3 fps ~ eta:
#> 14sRendering [=======>------------------------------------] at 8.2 fps ~ eta:
#> 14sRendering [========>-----------------------------------] at 8.2 fps ~ eta:
#> 14sRendering [========>-----------------------------------] at 8.1 fps ~ eta:
#> 14sRendering [========>-----------------------------------] at 8.1 fps ~ eta:
#> 13sRendering [=========>----------------------------------] at 8.1 fps ~ eta:
#> 13sRendering [==========>-----------------------------------] at 8 fps ~ eta:
#> 13sRendering [===========>----------------------------------] at 8 fps ~ eta:
#> 13sRendering [==========>---------------------------------] at 7.9 fps ~ eta:
#> 13sRendering [===========>--------------------------------] at 7.9 fps ~ eta:
#> 13sRendering [===========>--------------------------------] at 7.8 fps ~ eta:
#> 13sRendering [============>-------------------------------] at 7.8 fps ~ eta:
#> 13sRendering [============>-------------------------------] at 7.7 fps ~ eta:
#> 13sRendering [=============>------------------------------] at 7.7 fps ~ eta:
#> 12sRendering [=============>------------------------------] at 7.6 fps ~ eta:
#> 12sRendering [==============>-----------------------------] at 7.6 fps ~ eta:
#> 12sRendering [==============>-----------------------------] at 7.5 fps ~ eta:
#> 12sRendering [===============>----------------------------] at 7.5 fps ~ eta:
#> 12sRendering [================>---------------------------] at 7.4 fps ~ eta:
#> 12sRendering [================>---------------------------] at 7.4 fps ~ eta:
#> 11sRendering [=================>--------------------------] at 7.3 fps ~ eta:
#> 11sRendering [==================>-------------------------] at 7.3 fps ~ eta:
#> 11sRendering [===================>------------------------] at 7.3 fps ~ eta:
#> 10sRendering [====================>-----------------------] at 7.3 fps ~ eta:
#> 10sRendering [=====================>----------------------] at 7.3 fps ~ eta:
#> 10sRendering [=====================>----------------------] at 7.3 fps ~ eta:
#> 9sRendering [======================>---------------------] at 7.3 fps ~ eta:
#> 9sRendering [=======================>--------------------] at 7.3 fps ~ eta:
#> 9sRendering [========================>-------------------] at 7.3 fps ~ eta:
#> 8sRendering [=========================>------------------] at 7.3 fps ~ eta:
#> 8sRendering [=========================>------------------] at 7.2 fps ~ eta:
#> 8sRendering [==========================>-----------------] at 7.2 fps ~ eta:
#> 8sRendering [==========================>-----------------] at 7.2 fps ~ eta:
#> 7sRendering [===========================>----------------] at 7.2 fps ~ eta:
#> 7sRendering [============================>---------------] at 7.2 fps ~ eta:
#> 7sRendering [============================>---------------] at 7.2 fps ~ eta:
#> 6sRendering [=============================>--------------] at 7.2 fps ~ eta:
#> 6sRendering [==============================>-------------] at 7.2 fps ~ eta:
#> 6sRendering [===============================>------------] at 7.2 fps ~ eta:
#> 5sRendering [================================>-----------] at 7.2 fps ~ eta:
#> 5sRendering [================================>-----------] at 7.1 fps ~ eta:
#> 5sRendering [=================================>----------] at 7.1 fps ~ eta:
#> 5sRendering [=================================>----------] at 7.1 fps ~ eta:
#> 4sRendering [==================================>---------] at 7.1 fps ~ eta:
#> 4sRendering [===================================>--------] at 7.1 fps ~ eta:
#> 4sRendering [===================================>--------] at 7.1 fps ~ eta:
#> 3sRendering [====================================>-------] at 7.1 fps ~ eta:
#> 3sRendering [====================================>-------] at 7.2 fps ~ eta:
#> 3sRendering [=====================================>------] at 7.2 fps ~ eta:
#> 3sRendering [======================================>-----] at 7.2 fps ~ eta:
#> 2sRendering [=======================================>----] at 7.2 fps ~ eta:
#> 2sRendering [========================================>---] at 7.2 fps ~ eta:
#> 2sRendering [========================================>---] at 7.2 fps ~ eta:
#> 1sRendering [=========================================>--] at 7.2 fps ~ eta:
#> 1sRendering [==========================================>-] at 7.2 fps ~ eta:
#> 1sRendering [==========================================>-] at 7.2 fps ~ eta:
#> 0sRendering [===========================================>] at 7.3 fps ~ eta:
#> 0sRendering [============================================] at 7.3 fps ~ eta: 0s
