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"You don't have enough data points".
"Not enough data points," says Duflo, whose father is a mathematician.
Some privacy experts believe that with enough data points about driver behavior, profiles as unique as fingerprints could be developed.
In all statistical measurements, once enough data points have been collected to establish a result, adding more data points begins to create less accuracy.
"It's so anecdotal, I don't feel like I have enough data points to hazard even a little bit of speculation," Mr. Winship said.
Result: not enough data points to form a solid conclusion.
Similar(7)
The company also has oodles of data — thanks to its pervasive snooping on people's online activities — so if you buy into the theory that love can be algorithmically reverse engineered then Facebook certainly has enough data-points to play at being Emma.
The location data provided to cities is not linked to names, emails or other directly identifiable information, but "if you take enough GPS data points and begin attaching other data sets, it can be used to identify specific individuals," said Regina Clewlow, CEO of Populus, a company that helps cities securely access data for policy and planning while protecting privacy.
The company probably feels it has more than enough alternative data points feeding its user profiling at this point.
But only if we have enough other data points from which to extrapolate.
In many of these cases the information that I've seen says that they don't even have enough accurate data points from which to extrapolate all their temperature trends.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com