• Hands-on Exercise
    • 1 - A Layered Grammar of Graphics: ggplot2 methods
    • 2 - Beyond ggplot2 Fundamentals
    • 3.1 - Programming Interactive Data Visualisation with R
    • 3.2 - Programming Interactive Data Visualisation with R
    • 4.1 - Visualising Distribution
    • 4.2 - Visual Statistical Analysis
    • 4.3 - Visualising Uncertainty
    • 4.4 - Funnel Plots for Fair Comparisons
    • 5 - Modelling, Visualising and Analysing Network Data with R
    • 6 - Visualising and Analysing Time-oriented Data
    • 8.1 - Chloropleth Mapping in R
    • 8.2 - Visualising Geospatial Point Data
    • 8.3 - Analytical Mapping
    • 9.1 - Creating Ternary Plot with R
    • 9.2 - Visual Correlation Analysis
    • 9.3 - Visual Multivariate Analysis with Heatmap
    • 9.4 - Visual Multivariate Analysis with Parallel Coordinates Plot
    • 9.5 - Treemap Visualisation with R
    • 10 - Information Dashboard Design: R methods
  • In-class Exercise
    • Session 2 - Superstore Sales and Profit Report
    • Session 3 - Superstore Sales vs Profit by States Quadrant
    • Session 5 - Preparation for VAST 2025 Mini Challenge 1
    • Session 6 - Visitor Air Arrivals by Country Dashboard
    • Session 7 - Pupils Exam Results Dashboard
    • Session 8 - Number of Wins by Singapore Pools’ Outlets
    • Session 8 - Distribution of Resale Units of Condominium Sold in 2019
    • Session 9 - Singapore Population 2024
    • Session 9 - Be Property Wise or Otherwise!
    • Session 10 - Coffeechain Sales Dashboard
    • Session 10 - Invetment Visualisation
  • Take-home Exercise
    • 1.1 - Demographic structures and distribution of Singapore in 2024
    • 1.2 - Take Home Exercise 1 Part 2
    • 2 - VAST Challenge 2025 - Mini Challenge 3 Part 1
    • 3 - Prototyping Modules for Visual Analytics Shiny Application
  • Visual Analytics Project
  • Home
  • About Me

TERM HAS ENDED JULY 2025 - Visual Analytics Project is published! Thank you Prof Kam for the guidance! 🎀⭐️

Investment Visualisation
  • DBS
  • OCBC
  • UOB
  • Singtel
  • SIA
  • CapitaLand

Opening Price

45.08

Closing Price

44.85

Daily High

45.17

Daily Low

44.73

Opening Price

16.4

Closing Price

16.44

Daily High

16.48

Daily Low

16.4

Opening Price

36.04

Closing Price

36.03

Daily High

36.08

Daily Low

35.94

Opening Price

3.88

Closing Price

3.89

Daily High

3.91

Daily Low

3.87

Opening Price

7.02

Closing Price

7.05

Daily High

7.07

Daily Low

7.02

Opening Price

2.19

Closing Price

2.23

Daily High

2.25

Daily Low

2.18

  • Made with Quarto in RStudio
  • Vanessa Riadi 2025