open-science

A reprezentative sample of n=100793 from 5 years on the most serious global problem. Get the tidy dataset from our repository or API. Subject Numbrer Datasets Environmental Protection 2/2 Government Budget Allocations for R&D in Environment Environment’s Share in Total Government Budget Allocations for R&D Climate change 1/1 Most Serious Global Problem: Climate Change (Percentage of European Individuals) For Climate change subject, as recognized by the Library of Congress Subject Headings, with variations Changes, Climatic, Changes in climate, Climate change, Climate change science, Climate changes, Climate variations, Climatic change, Climatic changes–Environmental aspects, Climatic fluctuations, Climatic variations, Global climate changes, Global climatic changes, we find 265 datasets, but after close inspection, only 25 are tabular data in csv or xlsx files.

Including Indicators from Arab Barometer in Our Observatory

A new version of the retroharmonize R package – which is working with retrospective, ex post harmonization of survey data – was released yesterday after peer-review on CRAN. It allows us to compare opinion polling data from the Arab Barometer with the Eurobarometer and Afrorbarometer. This is the first version that is released in the rOpenGov community, a community of R package developers on open government data analytics and related topics.

Open Data - The New Gold Without the Rush

If open data is the new gold, why even those who release fail to reuse it? We created an open collaboration of data curators and open-source developers to dig into novel open data sources and/or increase the usability of existing ones. We transform reproducible research software into research- as-service.

Analyze Locally, Act Globally: New regions R Package Release

There are numerous advantages of switching from a national level of the analysis to a sub-national level comes with a huge price in data processing, validation and imputation, and the regions package aims to help this process.

Open Data is Like Gold in the Mud Below the Chilly Waves of Mountain Rivers

Open data is like gold in the mud below the chilly waves of mountain rivers. Panning it out requires a lot of patience, or a good machine. I think we will come to as surprising and strong findings as Bellingcat, but we are not focusing on individual events and stories, but on social and environmental processes and changes.

Educate and Train Data Admirers that Data is not Scary

101 Dalmatians was released in 1985 and 1991 which made thousands of families (in the U.S.) want to adopt one. The American Kennel Club reported that the annual number of Dalmatian puppies registered skyrocketed from 8,170 animals to 42,816.

Credibility is Enhanced Through Cross Links Between Different Data from Different Domains

Credibility is enhanced through cross-links between different data from different domains that “does not disprove” one another or that is internally consistent. If, say, data on taxable income goes in one direction and taxes in another, it is the reasoned reconciliation of the - alleged or real - inconsistency that will validate the comprehensive data set. So I am a great believer in broad, real-time observatories where not only the data capture, but the data reconciliation is automated, sometimes by means of a simple comparative statics analysis, in other cases maybe through quite elaborate artificial intelligence.

Developing an Open API is the Right Direction

I believe that with curators' priorities and the development of an easily accessible, open API, we are moving in the right direction.

We Need More Reliable Datasets on the Urban Heat Resilience and Disaster Risk Reduction

I would like to see more data on the consequences and impact of increasing drought and urban heat in our cities in the Green Deal Data Observatory. Because of the complexity of rapidly developing metropolitan regions and the uncertainty associated with climate change, we need to explore more climate change adaptation and mitigation activities, or disaster risk reduction, not only climate change itself.

Comparing Data to Oil is a Cliché: Crude Oil Has to Go Through a Number of Steps and Pipes Before it Becomes Useful

Many interesting phenomena are difficult to quantify in a meaningful way and writing a catchy song with international appeal is probably more an art than a science. Nevertheless that should not deter us from trying as music, too, is bound by certain rules and regularities that can be researched.