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 Writer
  You , 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 Writer
  Important , 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 Writer
  Money , Power , Health , Fitness


Self-tracking using a wearable device can be fascinating.

Author: Kate Crawford - Australian Writer
  Fascinating , 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 Writer
  Where , 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 Writer
  People , 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 Writer
  See , 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 Writer
  New , 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 Writer
  See , People , Big , Data


Data is something we create, but it's also something we imagine.

Author: Kate Crawford - Australian Writer
  Something , Data , Create , Imagine


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