Introduction

Domain: Healthcare -Covid-19 in ASEAN Countries

• Thailand, Singapore, Malaysia, Vietnam, Indonesia & Philippines

Objective:

• To present the general overview of COVID-19 issues in South East Asia.
• To evaluate the pattern of COVID-19 cases, vaccination, and economy condition in South East Asia.
• To find a significant correlation between COVID-19 cases, vaccination, and economy.

Research questions

• How effective is vaccination in ASEAN region in handling COVID-19 pandemic?
• What is the statistical trend in ASEAN region for COVID-19 confirmed cases?
• How does the pandemic affect the economy in ASEAN region?
• How does this product help the involved beneficiaries in making decision?

Methodologies

Formulating questions > data gathering > data cleaning > data visualize

Sources of data:

Covid-19 related data (e.g. confirmed cases, vaccination numbers, mortality, etc.) and economy related data (e.g. GDP, Unemployment Rate, Index, etc.). These data are collected from web, including the sources below:

• Trading Economics (https://tradingeconomics.com/malaysia/)
• Our world in data (https://ourworldindata.org/covid-cases)
• WHO (https://covid19.who.int/)
• WorldoMeter (https://www.worldometers.info/coronavirus/)
• Investing.com (https://www.investing.com/news/economic-indicators)

Summary

Application:

Covid-19 trend to the economic impact in ASEAN Countries (2019 - 2021).

The repository consists of two final files:

• app.R
• README.md

Data file:

• covid_data.csv
• Economic_data.csv
• VaccineData.csv

For more details, please visit:

• Shiny Apps: https://amiruldaniel0224.shinyapps.io/PDSProject/
• GitHub: https://github.com/Kristian2828/PDS-Assignment