Contrary to the oft-repeated rhetoric, data does not exist independently in the world, nor is it generated spontaneously. Data is constructed by people, from people. As digital studies scholar Karen Gregory puts it: “Big data, like Soylent Green, is made of people”. Wringing the value from data requires more than just collecting it. Gathering it requires expertise in creating, extracting, refining and using it. This often goes hand-in-hand with increasingly invasive systems for probing, monitoring and tracking people.

Now here’s the rub: if corporations and governments are going to up the ante by treating data as an asset, then we – the targets of this data imperative – should respond in kind. Many common practices of data collection should actually be treated as a form of theft that I call data appropriation – which means capturing data from people without consent and compensation.