The importance of tracking dataset retractions and updates

There are lots of recent examples of researchers collecting and releasing datasets which end up raising serious ethical and legal concerns. The IBM facial recognition dataset being just one example that springs to mind. I read an interesting post exploring how facial recognition datasets are being widely used despite being taken down due to ethical … Continue reading The importance of tracking dataset retractions and updates

Increasing inclusion around open standards for data

I read an interesting article this week by Ana Brandusescu, Michael Canares and Silvana Fumega. Called "Open data standards design behind closed doors?" it explores issues of inclusion and equity around the development of "open data standards" (which I'm reading as "open standards for data"). Ana, Michael and Silvana rightly highlight that standards development is … Continue reading Increasing inclusion around open standards for data

What kinds of data is it useful to include in a register?

Registers are useful lists of information. A register might be a list of countries, companies, or registered doctors. Or addresses. At the ODI we did a whole report on registers. It looks at different types of registers and how they're governed. And GDS built a whole infrastructure to support them being published and used across … Continue reading What kinds of data is it useful to include in a register?

Cooking up a new approach to supporting purposeful use of data

In my last post I explored how we might better support the use of datasets. To do that I applied the BASEDEF framework to outline the ways in which communities might collaborate to help unlock more value from individual datasets. But what if we changed our focus from supporting discovery and use of datasets and … Continue reading Cooking up a new approach to supporting purposeful use of data

How can you help support the use of a dataset?

Getting the most value from data, whilst minimising its harmful impacts, is a community activity. Datasets need to be governed and published well. Most of that responsibility falls on the data publisher. Because the choices they make shapes data ecosystems. But other people have a role to play too. Being a good data user means … Continue reading How can you help support the use of a dataset?

Why is change discovery important for open data?

Change discovery is the process of identifying changes to a resource. For example, that a document has been updated. Or, in the case of a dataset, whether some part of the data has been amended, e.g. to add data, fill in missing values, or correct existing data. If we can identify that changes have been … Continue reading Why is change discovery important for open data?