anhnguyendepocen / sg-wellbeing-economy-monitor

The Economy Board requested that OCEA lead on developing a performance framework for the Economy Board, taking into account the framework developed for the Enterprise and Skills Strategic Board.

Wellbeing Economy Monitor

The Economy Board requested that OCEA lead on developing a performance framework for the Economy Board, taking into account the framework developed for the Enterprise and Skills Strategic Board.

📦 Packages

• library(shiny) # For the app iteslf.
• library(shinythemes) # For the "cerulean" theme.
• library(shinyhelper) # Used for help modal boxes.
• library(shinyEffects) # Used for home page effects.
• library(shinyanimate) # Used for home page effects.
• library(shinycssloaders) # For loaders.
• library(magrittr) # Dependency of other packages. Lets use the pipe operator (%>%).
• library(data.table) # Needed for function na.omit().
• library(DT) # For the interactive tables.
• library(dygraphs) # For the interactive graphs.
• library(leaflet) # For interactive maps.
• library(RColorBrewer) # Used to create a colour palette for the map.
• library(rgdal) # Needed to load shapfile for the map.
• library(plyr) # Needed for function revalue(), for editing country names.
• library(rmarkdown) # Used for reports, especially important is function render().
• library(knitr) # Takes Rmd. file and turns it into .md document which includes the R code and it’s output.
• library(networkD3) # Used to create the sankey diagram.
• library(treemap) # Used to create the static treemap.
• library(dplyr) # Used for data manipulation.
• library(ggplot2) # Used for plots in country and sector profiles.
• library(plotly) # Used for the streamgraph.
• library(ggsci) # Used for colour palettes.
• library(ggflags) # Expands ggplot with new geom for adding flags.
• library(countrycode) # Enables conversion from Common country names to ISO codes.
• library(knitr) # Used for sector definitions table
• library(kableExtra) # Used for styling the sector definitions table
• library(rsconnect) # Used for shinyapp.io uploads
• library(tidyr) # Used for data manipulation
• library(openxlsx) # Used to read excel spreadsheets
• library(plotly) # Used for plots

Dependencies:

• library(DBI)
• library(XML)
• library(anytime)
• library(backports)
• library(broom)
• library(cellranger)
• library(classInt)
• library(cowplot)
• library(dbplyr)
• library(dichromat)
• library(flextable)
• library(forcats)
• library(fs)
• library(gdtools)
• library(gtools)
• library(haven)
• library(leafsync)
• library(lubridate)
• library(lwgeom)
• library(modelr)
• library(prettyunits)
• library(progress)
• library(readxl)
• library(reprex)
• library(rgeos)
• library(rintrojs)
• library(rlist)
• library(sf)
• library(shinyBS)
• library(shinyWidgets)
• library(shinyalert)
• library(shinyjs)
• library(tidyverse)
• library(tmap)
• library(tmaptools)
• library(sunburstR)
• library(viridis)

📖 Updating with new data

Link to the Word document describing the process of updating the dashboard with new data here.

🔗 Links

• Wellbeing Economy Monitor (This shiny app)
• Open Data Platform)

📧 Contact