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Data Quotes
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.
Kate Crawford
Fitness
Health
Money
Space
Power
Control
Group
Analysis
Considerable
Data
Only
Like
Make
Becomes
Becoming
Lot
Brands
Any
Stands
Company
Default
While many big-data providers do their best to de-identify individuals from human-subject data sets, the risk of re-identification is very real.
Kate Crawford
Best
Sets
Data
Risk
Individuals
Real
Providers
Very
While
Many
When dealing with data, scientists have often struggled to account for the risks and harms using it might inflict. One primary concern has been privacy - the disclosure of sensitive data about individuals, either directly to the public or indirectly from anonymised data sets through computational processes of re-identification.
Kate Crawford
Privacy
Risks
Sets
Has-Been
About
Data
Directly
Struggled
Indirectly
Computational
Through
Individuals
Primary
Concern
Disclosure
Dealing
Scientists
Been
Account
Often
Inflict
Either
Processes
Sensitive
Public
Might
Using
The fear isn't that big data discriminates. We already know that it does. It's that you don't know if you've been discriminated against.
Kate Crawford
You
Fear
Big
Data
Know
Does
Been
Discriminated
Against
We should always be suspicious when machine-learning systems are described as free from bias if it's been trained on human-generated data. Our biases are built into that training data.
Kate Crawford
Training
Free
Our
Systems
Data
Bias
Biases
Always
Built
Been
Trained
Suspicious
Should
There's been the emergence of a philosophy that big data is all you need. We would suggest that, actually, numbers don't speak for themselves.
Kate Crawford
You
Speak
Big
Philosophy
Would
Emergence
Data
Been
Themselves
Actually
Suggest
Need
Numbers
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.
Kate Crawford
You
People
Problem
Big
Think
Sets
Data
More
More And More
Fact
Because
Dealing
Discrimination
Precise
Being
In Fact
Form
Forms
Used
Being Used
Think Big
If we start to use social media data sets to take the pulse of a nation or understand a crisis - or actually use it to deploy resources - we are getting a skewed picture of what is happening.
Kate Crawford
Social Media
Picture
Nation
Sets
Pulse
Resources
Crisis
Data
Take
Understand
Getting
Deploy
Happening
Social
Skewed
Use
Media
Actually
Start
There's a digital revolution taking place both in and out of government in favor of open-sourced data, innovation, and collaboration.
Kathleen Sebelius
Government
Innovation
Digital
Revolution
Collaboration
Favor
Out
Data
Both
Taking
Place
When The Daily Muse initially wanted to launch a job board, our first ideas were insanely (and needlessly) complex. We wanted to integrate with social networks, gather rich personal data to build predictive algorithms, and put together numerous cool visualization tools before launching out to the world. We were just sure users would love it!
Kathryn Minshew
Love
Daily
Together
World
Job
First
Build
Before
Rich
Numerous
Tools
Our
Complex
Out
Launch
Launching
Would
Visualization
Data
Networks
Put
Ideas
Sure
Were
Integrate
Personal
Just
Wanted
Predictive
Board
Social
Social Networks
Cool
Users
Initially
Muse
Gather
'Personalization' is a popular word in retail, and people often misuse it to describe simple marketing tactics, like segmenting emails or using big data to identify the likely gender of a visitor to their websites.
Katrina Lake
People
Simple
Word
Gender
Websites
Big
Marketing
Emails
Visitor
Data
Tactics
Retail
Like
Likely
Identify
Misuse
Often
Popular
Using
Describe
The E.U. has data systems that enable police and border guards to work together in real time to intercept wanted persons; and the European arrest warrant ensures their speedy return.
Keir Starmer
Work
Time
Together
Police
Guards
Speedy
Systems
Border
Data
Return
Enable
Real
Arrest
Real Time
Wanted
Intercept
Work Together
Persons
Warrant
European
There's a lot of power in executing data - generating data and executing data.
Ken Thompson
Power
Data
Generating
Executing
Lot
A hacker doesn't deliberately destroy data or profit from his activities.
Kevin Mitnick
Hacker
Profit
Destroy
Data
Deliberately
His
Activities
Back up everything! You are not invulnerable. Catastrophic data loss can happen to you - one worm or Trojan is all it takes.
Kevin Mitnick
You
Worm
Back
Back Up
Everything
Data
Catastrophic
Takes
Loss
Up
Happen
Data is the new oil.
Kevin Plank
Data
New
Oil
The Department of Homeland Security knows of the millions of aliens who are in the United States legally and that's data that's never been bounced against the state's voter rolls to see whether these people are registered.
Kris Kobach
People
Alien
State
States
Security
See
Data
Never
Voter
Knows
Been
Department
Legally
Rolls
Whether
Against
Registered
Who
Homeland
Homeland Security
United
United States
Millions
Election losses are always an inkblot test for partisans. If a candidate's defeat has no clear and obvious cause, if the data points are all over the map, it is easy for those on the sidelines to claim, 'Candidate X would have won if only he or she had been more like... me.'
Kristen Soltis Anderson
Me
Cause
Election
Defeat
Sidelines
Those
Claim
Would
Easy
Data
More
Only
Points
Had
He
He Or She
Clear
Over
Like
Obvious
She
Always
Test
Been
Losses
Won
Candidate
Map
As late as 2007, Facebook was still trying to figure out what it wanted to be when it grew up. An advertising space seemed to be the obvious answer, but how that would tap into the massive value of the personal data uploaded to the company every day remained a puzzle.
Kurt Eichenwald
Day
Facebook
Every Day
Space
Value
Every
Late
Out
Would
Seemed
Data
Remained
Puzzle
Massive
Obvious
Advertising
Answer
How
Still
Tap
Up
Trying
Personal
Wanted
Grew
Figure
Company
We've had such thorough training, we've had an excellent team on the ground. With the minor glitches that have occurred, we've been able to take care of them. And the teams on the ground are getting tons of incredible data.
Laurel Clark
Training
Care
Incredible
Thorough
Minor
Able
Data
Excellent
Take
Had
Take Care
Occurred
Been
Getting
Them
Ground
Team
Teams
Tons
According to Breitbart, data from the Federal Election Commission show that Facebook staff gave $114,000 to Hillary Clinton. The next-closest recipient of political money was former Republican presidential candidate Marco Rubio. He only got $16,604.
Lawrence Kudlow
Facebook
Money
Political
Election
Recipient
Gave
Presidential
Data
Only
Federal
He
Hillary
Hillary Clinton
Got
Clinton
According
Commission
Candidate
Staff
Former
Republican
Show
The U.S has acquired reservoirs of goodwill around the globe over many years. But it is clear - from polling data and ample anecdotal evidence - that America is losing its allure in much of the world.
Lee H. Hamilton
World
Losing
Evidence
Anecdotal
Data
Allure
Clear
Over
Goodwill
Globe
Around
Years
America
Polling
Acquired
Much
Many
Ample
Samasource creates jobs in regions where more traditional forms of employment in low-income economies, such as manufacturing, are difficult to scale because of poor infrastructure. In a village in Rukka, India, for example, our small data entry partner employs over 60 people doing various types of Internet research for Samasource.
Leila Janah
People
Internet
Example
Partner
Research
Difficult
Types
Our
Scale
Jobs
India
Data
More
Small
Various
Entry
Over
Economies
For Example
Employment
Employs
Because
Doing
Traditional
Where
Forms
Infrastructure
Regions
Poor
Low-Income
Creates
Manufacturing
Village
In all our perceptions, from vision to hearing, to the pictures we build of people's character, our unconscious mind starts from whatever objective data is available to us - usually spotty - and helps to shape and construct the more complete picture we consciously perceive.
Leonard Mlodinow
Character
People
Vision
Mind
Picture
Build
Whatever
Starts
Complete
Our
Perceive
Objective
Data
Perceptions
More
Construct
Shape
Unconscious
Unconscious Mind
Pictures
Hearing
Available
Us
Helps
I felt that the biological clock was some myth to keep me from doing what I wanted to do. And so I rebelled against it in the '90s. I thought it was a backlasher, some sort of faulty data. But it's real. I'm glad I woke up before my body was just like 'uh-uh.'
Lili Taylor
Me
Thought
Myth
Before
Faulty
Some
Data
Glad
Like
Sort
Felt
Real
Doing
Woke
Clock
Up
Just
Wanted
Against
Body
Rebelled
Keep
Biological
Some 43 percent of voters in union households voted for President Bush in 2004, according to exit poll data.
Linda Chavez
President
President Bush
Some
Percent
Data
Voted
Voters
Households
Exit
According
Poll
Bush
Union
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