Global Emissions Observer (GEO)

A Semester Project in the open data lecture

This visualization was created by two students during the Open Data lecture. The project was conducted without a data coach. We use the data from gapminder.com, a portal that promotes factual education of the population through data. With our visualization we show how countries compare to each other in terms of emissions. The most interesting thing is that it always depends on how you look at the data. For greenhouse gases in absolute numbers, the most populous country, China is the worst. But when you look at the figures per inhabitant, the picture looks very different. Rich countries like Switzerland, for example, are no longer in a good position. If you now look at the whole per capita figure in terms of gross domestic product, the rich countries are in a good position again. Our conclusion from this project is that data can always be chosen in a way that serves the purpose or argument that is needed.

Explore Emissions by Type

Explore Emission by Country

Emissions by Type

Click here to explore an interactive dynamic world map which shows differenet categories of emissions.

Emission by Country

Click here to explore an interactive dynamic world map which shows you how well a specific country performs. You can analze their best and worst emission category. In addition to that you can distort the visualization to represent the country at its absolute worst or best.

    Emission by Type

This interactive visualization serves to understand that different countries score very differently compared to each other when considering different forms and perspectives of emissions

Information about data

We got our data from the world famous portal for data, Gapminder.com This platform is from bestselling author Hans Rosling. Link to the data
Disclaimer: We would like to point out that the calculations for the visualizations are not perfect but sufficiently good due to the performance optimization. That means for reliable data you should use the original data from Gapminder.

    Emission by Country

With this visualization we want to draw attention to the manipulability of data. To look good, you just have to take the right data and display it correctly (or incorrectly). Or as Ronald Coase put it more appropriately:

“If you torture the data long enough, it will confess to anything."

Please choose any country and you will see the difference it can make when picking certain data and displaying it in a certain way. Adjust the slider below and see what happens.

The ranking is being calculated

Please select a Stage
Information about data

We got our data from the world famous portal for data, Gapminder.com This platform is from bestselling author Hans Rosling. Link to the data
Disclaimer: We would like to point out that the calculations for the visualizations are not perfect but sufficiently good due to the performance optimization. That means for reliable data you should use the original data from Gapminder.

The projects source and information about how to extend this are found on the GitHub repository

Creators: Adrian Joerg (adrian.joerg@students.unibe.ch), Olivier Staehli (olivier.staehli@students.unibe.ch)