Data Fallacies Poster by Geckoboard

Statistical fallacies are common tricks data can play on you, which lead to mistakes in data interpretation and analysis. In our data-driven world, numbers are often treated as the ultimate truth. We rely on them to make business decisions, shape public policy, and understand the world around us. However, data is only as good as our interpretation of it. Without a watchful eye, it is remarkably easy to fall into psychological and mathematical traps that distort reality. Exploring some of these common fallacies, alongside their real-life examples, reveals exactly how these tricks happen and, more importantly, how you can avoid them in your own analysis.

Data is a powerful tool, but it is a tool that requires constant skepticism. Whether you are building corporate dashboards, reading the news, or launching a new project, avoiding statistical fallacies comes down to a few core habits: establish your hypotheses early, always visualize the raw shape of your data rather than relying solely on summary metrics, and remain intensely curious about what lies outside the frame of your chart. By understanding the tricks data can play, you can transform your analysis from a game of statistical illusions into a source of genuine insight.

It is truly eye-opening to see how easily numbers can lead us astray, and we have the team at Geckoboard to thank for putting together such a brilliant, accessible breakdown of these statistical traps. By shining a light on these fallacies with clear, real-world examples, they've provided an incredible resource that helps all of us become sharper, more skeptical, and ultimately more effective data storytellers.

https://www.geckoboard.com/uploads/Geckoboard-Data-Fallacies-Poster.pdf

Atlas of Global Development 2026

The World Bank Data360 Atlas is an interactive online platform that allows users to explore and compare global development data through maps, charts, and visual tools. The website brings together information from many international databases to help people better understand social, economic, environmental, and technological trends around the world.

The platform is designed to make complex statistics easier to understand. Users can select different indicators—such as education levels, internet access, poverty, gender equality, climate data, or health information—and view them visually on a world map. This makes it possible to compare countries and regions quickly and clearly.

One of the main strengths of the Data360 Atlas is its educational value. Teachers and students can use it to work with real international data, develop data literacy skills, and analyse global challenges from a critical perspective. Because the information is presented visually and interactively, it is especially useful for classroom discussions, research projects, and activities related to geography, economics, citizenship, sustainability, or global development.

https://data360.worldbank.org/en/atlas/

Rural Observatory

The Rural Observatory supports the knowledge production and aims at improving data collection and dissemination related to EU rural areas. It offers relevant statistics, 

indicators and analyses based on data from multiple sources and at the most appropriate territorial granularity, covering the economic, social and environmental dimensions.

Visit:

https://observatory.rural-vision.europa.eu/?lng=en&ctx=RUROBS 

Píldoras estadísticas… also in English

Pequeños vídeos del Instituto Nacional de Estadística en los que se explican conceptos de uso relativamente frecuente relativos a la estadística. 

Los vídeos tienen una versión en inglés que puede serviros para introducir vocabulario específico pero de uso cotidiano a la hora de ofrecer datos sobre un país o una comunidad.

http://www.ine.es/explica/explica_pasos_pildoras.htm