Phrase by 'Kate Crawford'
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People think 'big data' avoids the problem of discrimination because you are dealing with big data sets, but, in fact, big data is being used for more and more precise forms of discrimination - a form of data redlining.
Author: Kate Crawford - Australian WriterYou , People , Think , Problem
Hidden biases in both the collection and analysis stages present considerable risks and are as important to the big-data equation as the numbers themselves.
Author: Kate Crawford - Australian WriterImportant , Numbers , Risks , Hidden
Vivametrica isn't the only company vying for control of the fitness data space. There is considerable power in becoming the default standard-setter for health metrics. Any company that becomes the go-to data analysis group for brands like Fitbit and Jawbone stands to make a lot of money.
Author: Kate Crawford - Australian WriterMoney , Power , Health , Fitness
Self-tracking using a wearable device can be fascinating.
Author: Kate Crawford - Australian WriterFascinating , Device , Using
Rather than assuming Terms of Service are equivalent to informed consent, platforms should offer opt-in settings where users can choose to join experimental panels. If they don't opt in, they aren't forced to participate.
Author: Kate Crawford - Australian WriterWhere , Service , Choose , Join
It is a failure of imagination and methodology to claim that it is necessary to experiment on millions of people without their consent in order to produce good data science.
Author: Kate Crawford - Australian WriterPeople , Science , Good , Failure
Surveillant anxiety is always a conjoined twin: The anxiety of those surveilled is deeply connected to the anxiety of the surveillers. But the anxiety of the surveillers is generally hard to see; it's hidden in classified documents and delivered in highly coded languages in front of Senate committees.
Author: Kate Crawford - Australian WriterSee , Always , Hard , Anxiety
Books about technology start-ups have a pattern. First, there's the grand vision of the founders, then the heroic journey of producing new worlds from all-night coding and caffeine abuse, and finally, the grand finale: immense wealth and secular sainthood. Let's call it the Jobs Narrative.
Author: Kate Crawford - Australian WriterNew , Journey , Technology , Vision
Big Data is neither color-blind nor gender-blind. We can see how it is used in marketing to segment people.
Author: Kate Crawford - Australian WriterSee , People , Big , Data
Data is something we create, but it's also something we imagine.
Author: Kate Crawford - Australian WriterSomething , Data , Create , Imagine