schemas for the real world [software craftsmanship north america 2013]
Post on 05-Dec-2014
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Schemas for the Real World
Carina C Zona13 cczona
cczona
mdashxkcd 940
cczona
Imagine walking through the world knowing that everyonersquos first assumptions about how you see yourself who you love and what feels right for you are completely wrong Now imagine signing up for a cool website and then being required to select an option from a drop-down menu that doesnrsquot include anything that represents you Yoursquoll feel defeated Yoursquoll want to argue that whatever they think theyrsquore learning from that drop-down menu itrsquos not really true Yoursquoll want to tell them that theyrsquore adding to your humiliation by making you do this Yoursquoll want to tell them that theyrsquore missing a huge part of youhellip
mdashSarah Dopp
cczona
Normalization
cczona
Construction of social norms
cczona
Database Normalization
Mirror real-world concepts and their interrelationships
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
mdashxkcd 940
cczona
Imagine walking through the world knowing that everyonersquos first assumptions about how you see yourself who you love and what feels right for you are completely wrong Now imagine signing up for a cool website and then being required to select an option from a drop-down menu that doesnrsquot include anything that represents you Yoursquoll feel defeated Yoursquoll want to argue that whatever they think theyrsquore learning from that drop-down menu itrsquos not really true Yoursquoll want to tell them that theyrsquore adding to your humiliation by making you do this Yoursquoll want to tell them that theyrsquore missing a huge part of youhellip
mdashSarah Dopp
cczona
Normalization
cczona
Construction of social norms
cczona
Database Normalization
Mirror real-world concepts and their interrelationships
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Imagine walking through the world knowing that everyonersquos first assumptions about how you see yourself who you love and what feels right for you are completely wrong Now imagine signing up for a cool website and then being required to select an option from a drop-down menu that doesnrsquot include anything that represents you Yoursquoll feel defeated Yoursquoll want to argue that whatever they think theyrsquore learning from that drop-down menu itrsquos not really true Yoursquoll want to tell them that theyrsquore adding to your humiliation by making you do this Yoursquoll want to tell them that theyrsquore missing a huge part of youhellip
mdashSarah Dopp
cczona
Normalization
cczona
Construction of social norms
cczona
Database Normalization
Mirror real-world concepts and their interrelationships
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Normalization
cczona
Construction of social norms
cczona
Database Normalization
Mirror real-world concepts and their interrelationships
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
Normalization
cczona
Construction of social norms
cczona
Database Normalization
Mirror real-world concepts and their interrelationships
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Construction of social norms
cczona
Database Normalization
Mirror real-world concepts and their interrelationships
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Database Normalization
Mirror real-world concepts and their interrelationships
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
mdashxkcd 592
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
Social Networks
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
Social
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
In real life
I know your personhood better than you
sounds presumptuous
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
In real life
sounds presumptuous
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
In real life
Your existence isnt possible
sounds clueless
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
In real life
sounds clueless
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
In real life
Who you are is invalid
sounds arrogant
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
In real life
sounds arrogant
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Mental Schema
bull Pre-conceived ideas13
bull Framework for representing some aspect of the world13
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Database Schema
bull Structure described in the databases language13
bull Blueprint for database construction13
bull Describes how the real world is being modeled
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Our schemas are leaving people behind
amp UX
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
What benefit will the user notice
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Evaluating from user perspective gives us focus
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Checkbox13Radio button13Select menu13Ranges
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Checkbox13Radio13Select
Coerced DiscretionaryGuided
Corrective Text Input13Textarea
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
11 years
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
hellipthe early crowd at MeFi were often programmers and they hated the idea of dirty data collectionhellip
mdashMatt Haughey founder
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
All girl XY Fella Queer Fembot Alto It depends MYOB
Dangly bits Chicklet Innie not outie Convex Sideburns Ambisextrous Member of the patriarchy
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
I speak using the male gender when required by language
50 quintessential tomboy 50 total girly-girl
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
TransgenderGenderqueer
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
It was one of the earliest indications Id landed in the right place
mdashMeFi user
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Whats your legal gender
bull Indeterminate13
bull X13
bull Sex Not Specified13
bull ndashndash
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
the most complicated thing Irsquove ever spent a lot of time learning about
And Irsquove spent a lot of time learning about quantum mechanics
mdashRandall Munroe xkcd
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Ask
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
itititselfitsits
by name
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Home is the place where when you have to go there they have to take you in
mdashRobert Frost
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
Social Research
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
ExhaustiveEvery possible option
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
`
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
What user experience does this schema drive us toward13
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
What we want What we get
bull Structured13
bull Predictablebull Validations exceptions13
bull Conditionals partials
bull Relational13
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability13
bull Individual POV13
bull Moving target
bull Easy analytics13
bull Data-driven decisionsbull Decisions based on false
premises
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
What is your religion if any
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
What is your religion if any
Christian 76
Other 4
None 15
Dont Know or Refused 5
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
What is your religion
Christian 76
Other 4
na 20
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Religion
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
People arent edge cases
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Balancing between approaches
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required OptionalAutosuggest
Minimal Suggest
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
Unguided TextOf those who use MetaFilters gender field
40 of responses are f m female male
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
Optional Select60 of Facebook users select a relationship status
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
We want everyone to feel excited what weve
built
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
We want users to feel passionate about their
involvement
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
ADD column gender 13 13 NOT NULL 13 13 VARCHAR(6) 13 13 DEFAULT female
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
ADD column gender_identity 13 13 NOT NULL 13 13 VARCHAR
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Checkbox13Radio13Select
Textarea13Text
Required Optional
Alteration
Guided
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
tstring relationship_status 13 13 13 13 null =gt true
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
FacebookSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Google+Single13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Its a scope
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
legal_marital_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
relationship_statusSingle13
In a relationship13
Engaged13
Married13
Its complicated13
Open relationship13
Widowed13
Separated13
Divorced13
Civil union13
Domestic partnership13
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Its Complicated In a Relationship
Married Divorced
WidowedSingle
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
I like to be truthful and Its Complicated is really deceiving It is not complicated I am separated from my husband who I am still legally married to
mdashFacebook user
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Choose (one) evasive inauthentic
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Facebook relationship status by user age
srsly
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
We build or break community with each
line of code
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Quality
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Specificity13
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Adaptability13
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Loyalty
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona cczonagmailcom httpcczonacom
Questions Conversation
Oh Hell Yeah
Carina C Zona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Resources
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Data Science amp Information ArchitecturebullSociological normalization13
bullDatabase normalization13
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web 13
bullNoSQL Data Modeling Techniques13
bullData amp Reality by William Kent13
bull Bad Data Handbook Q Ethan McCallum13
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Relationships
bullDoes Facebook Hurt Relationships13
bullFacebook Adds LGBT-Friendly Relationship Status Options13
bullFacebook Targeting by Relationship Status amp Workplace13
bullYour Facebook Relationship Status Its Complicated13
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo13
bull ldquoGender amp Drop Down Menusrdquo13
bullldquoSex amp Genderrdquo13
bullldquoBucket Genderrdquo13
bullRecommendations for Inclusive Data Collection of Trans People
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Names
bullFalsehoods Programmers Believe About Names13
bullYour Last Name Contains Invalid Characters13
bullW3C Internationalization Personal Names Around the World13
bullSpanish Names13
bullChinese Names
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
More
bullRedesigning the Country Selector13
bullAmerican Religious Identification Survey Summary Report 200913
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Image CreditsPostsecret13
Facebook13
OKCupid13
Google+13
Metafilter13
Diaspora13
Flickr13
FetLife13
Kotangle13
cutestpawcom13
hdwallpapersin13
xkcd
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Many ThanksChiu-Ki Chan13Corey Haines13Estelle Weyl13
Heather Rivers13Heroku13
Jack Danger Canty13Jeremy Dunck13
Josh Susser13Michele Titolo13
NIRD LLC13Reneacutee De Voursney13
Sarah Mei13San Francisco Sex Information13
Sylvain Abeacutelard13Yoz Grahame
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
cczona
Get in Touch
Carina C Zona13cczona13
httpcczonacom13
cczonagmailcom13
httpslidesharenetcczona13
httplinkedincomincczona
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