Sustainability Cosmos Dashboard

A interactive tool for exploring the sustainability performance of countries around the world.

Features

• Evaluates countries based on five key aspects of sustainability: Human, Health, Environmental, Economical, and Political conditions. [0,1] Index Score
  • Sustainability Index: overall score for each country based on the performance in all five key aspects (Human, Health, Environmental, Economical, and Political conditions).
  • Human Index: score for each country based on performance of aspects like human rights, education, equality, and living standards.
  • Health Index: score for each country based on the performance of aspects like healthcare expenditure, accessibility, mortality rate, life expectancy, and prevalence of diseases.
  • Environmental Index: score for each country based on the performance of aspects like environmental quality, protection, and conservation e.g., CO2 emissions, electric power consumption, renewable energy consumption, and pollution.
  • Economic Index: score for each country based on the performance of aspects like economic stability, growth, and income equality.
  • Political Index: score for each country based on the performance of aspects like political stability, control of corruption, government effectiveness, democracy, and political rights.
• Switch between three modes (views):
  • Cluster mode: similar countries are grouped into clusters using the t-SNE algorithm.
  • Average mode: see the performance of countries based on the corresponding index level and compare it to the global/continental average. The average score changes corresponding to the data you filter.
  • Summary mode: a table view of countries sorted corresponding to the indexes' level (sustainability by default)
• Ability to focus on a specific continent or country, and customize the color and size of each data point to represent different aspects of the data.
• Detailed information about each country's performance in each of the six indexes can be viewed by clicking on each data point.
• Guide (Tutorial) option for a step-by-step guide on how to use the dashboard and explore the data.

Method

The process for obtaining (manipulating) the dataset used in this project can be found in the Clustering_Our_World_with_TSNE repository.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Note

This project was built upon svelte-starter template. Visit the template's repository for a thorough project structure documentation.

Pre-existing Project

• clone the repo

Installation

• In your local repo run pnpm install or npm install

Development

pnpm run dev

Change the script in package.json to "dev": "svelte-kit dev --host" to test on your local network on a different device.

Deploy

pnpm run build

This generates a directory called build with the statically rendered app.

A shortcut for github pages:

make github

Authors

• Author1: Supawich (Dear) Orian
• Author2: Palm Jumnongrat

Acknowledgments

• The data sources are collected from DataBank | The World Bank and Our World in Data. The datasets used in this project are the property of their respective owners and all rights are reserved.
• The manipulated data used for the visualization of this project can be found from the following:
  • Imputed data
  • Raw data