schemas for the real world [pycon 2015]
Post on 15-Jul-2015
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Preview:
TRANSCRIPT
Schemas for the Real World
cczonaCarina C Zona
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
Normalization
Social Research
ExhaustiveEvery value in the universe
cczona
Nope
Yellow Multicolor
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Normalization
Social Research
ExhaustiveEvery value in the universe
cczona
Nope
Yellow Multicolor
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Normalization
Social Research
ExhaustiveEvery value in the universe
cczona
Nope
Yellow Multicolor
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Normalization
Social Research
ExhaustiveEvery value in the universe
cczona
Nope
Yellow Multicolor
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Social Research
ExhaustiveEvery value in the universe
cczona
Nope
Yellow Multicolor
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
ExhaustiveEvery value in the universe
cczona
Nope
Yellow Multicolor
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Nope
Yellow Multicolor
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Mutually ExclusiveNo overlap exists between them
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
`
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Hey this is just a system I can figure out easily is also a problem among engineers first diving into the stock market
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Be conservative in what you do be liberal in what you accept from others
-Postels Law
cczona
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
What benefit will the user notice
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
What user experience does this schema drive us toward
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
name_full_as_provided_by_user
name_part_givenname_as_guessed_by_us name_part_middlename_as_guessed_by_usname_part_surname_as_guessed_by_us
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Ask the Real Question
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Evaluating from user perspective gives us focus
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
CheckboxRadio buttonSelect menuRanges
Coerced DiscretionaryGuided
Corrective Text InputTextarea
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
CheckboxRadioSelect
Coerced DiscretionaryGuided
Corrective Text InputTextarea
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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 Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Not amused
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Internationalization is hellish period
cczona
Whats your legal gender
bull Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Whats your legal gender
bull Indeterminate
bull ndashndash
bull X
bull Sex Not Specified
bull Mx
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Which pronouns do you prefer
hehimhimselfhishis
sheherherselfhersher
theythemthemselftheirstheir
personal name
other ____________
cczona
cczona
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Names
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
danah boyd
There are a lot of reasons that i got rid of the capital letters in the final name change some personal and some political
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Teller
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Mitch
I was orphaned
The name mdash my birth name or given name mdash didnt go anywhere I didnt feel a connection to it based on any sort of lineage that I could trace back anywhere
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
KentuckyFriedCrueltycom
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
U ThantBurma
S ChelvanSri Lanka
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Bjoumlrk
Bjoumlrk
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Name Parsing Has Unequal Impact
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Get schemas into alignment
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Schemas plural
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Mental Schema
bull Pre-conceived ideas
bull Framework for representing some aspect of the world
bull System of organizing amp perceiving new information
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Database Schema
bull Structure described in the databases language
bull Blueprint for database construction
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
deeply intimate
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
important relationships
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
self-image
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Schemas define the
user experience
cczona
Our schemas are leaving people behind
amp UX
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Our schemas are leaving people behind
amp UX
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Ask why we need to know
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Religion
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
What is your religion
Christian 76
Other 24
cczona
Religion
cczona
People arent edge cases
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Religion
cczona
People arent edge cases
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
People arent edge cases
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Data doesnrsquot have to be for analysis
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Data can be sheer expressiveness
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
What we want What we get
bull Structured
bull Predictable
bull Hollow
bull Ethnocentric
bull Rebellion
bull Relational
bull Indexedbull Premature optimization
bull Exhaustivebull Cultural variability
bull Individual POV
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
- The Oatmeal
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
The real world is so darned varied
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Good schemas get us home from work early
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Balancing between approaches
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
CheckboxRadioSelect
TextareaText
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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 users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Optional Select60 of Facebook users select a relationship status
cczona
We want users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
We want users to be excited
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
We want users to feel involved
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Analytics investments amp monetization are
based on a premise that data is accurate
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
CheckboxRadioSelect
TextareaText
Required
Corrective
DiscretionaryGuided
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
ADD column gender NOT NULL
VARCHAR(6) DEFAULT female
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
ADD column gender_identity NOT NULL
VARCHAR
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Civil union
Domestic partnership
I dont want to say
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Single
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
Unspecified
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
I dont want to say Unspecified
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Its a scope
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
relationship_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
singleness_status
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
singleness_rating
No chance whatsoever Suuuuuper duper single
1000
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
legal_marital_statusSingle
In a relationship
Engaged
Married
Its complicated
Open relationship
Widowed
Separated
Divorced
Civil union
Domestic partnership
I dont want to say
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
I just cant stand the thought of changing it to widow but I dont want it to say single either It will be 3 years on September I dont want to hurt his family by making the change either
- Facebook user
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Facebook relationship status by user age
srsly
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
buffer overflow
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Choose (one) evasive inauthentic
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Modeling the real world is complex
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Assuming we know who users are surrenders
opportunity to learn who they are
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Quality
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Specificity
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Adaptability
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Loyalty
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Imagination is more important than knowledge
For knowledge is limited
Whereas imagination embraces the entire world
- Albert Einstein
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Questions Conversation Oooh yeahhellip
Carina C Zona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Resources(everything is links)
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Data Science amp Information ArchitecturebullSociological normalization
bullDatabase normalization
bullUsing Machine Learning On Social Networks To Figure Out What You Should Read On The Web
bullNoSQL Data Modeling Techniques
bullData amp Reality by William Kent
bull Bad Data Handbook Q Ethan McCallum
bullData Science of the Facebook World
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Relationships
bullDoes Facebook Hurt Relationships
bullFacebook Adds LGBT-Friendly Relationship Status Options
bullFacebook Targeting by Relationship Status amp Workplace
bullYour Facebook Relationship Status Its Complicated
bullGay Marriage The Database Engineering Perspective
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Sex amp Genders
bullldquoDisalienation Why Gender is a Text Field on Diasporardquo
bull ldquoGender amp Drop Down Menusrdquo
bullldquoSex amp Genderrdquo
bullldquoBucket Genderrdquo
bullRecommendations for Inclusive Data Collection of Trans People
bullFacebook goes beyond gender
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Names
bullFalsehoods Programmers Believe About Names
bullYour Last Name Contains Invalid Characters
bullW3C Internationalization Personal Names Around the World
bullSpanish Names
bullChinese Names
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Social Networking
bullFacebooks Rapidly Declining Popularity With Teens In 1 Chartrdquo
bullldquoInstagram Now Tops Twitter Facebook as Teensrsquo Most Important Social Networkrdquo
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Streaming Music
bullExclusionary Gender Requirements
bullRdios flawed history regarding gender data collection
bullRdio API Documentation
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Streaming Music
Asks Gender
Yes
bullRdio
bullBeats Music
bullPandora
bullEcho Nest
No
bullGrooveShark
bullSparkfun
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
More
bullRedesigning the Country Selector
bullAmerican Religious Identification Survey Summary Report 2008
bullLinguistic Potluck Crowdsourcing Internationalization in Rails
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Image CreditsPostsecret
OKCupid
KōTango
Google+
Metafilter
Diaspora
FetLife
Flickr
ARIS
Wikipedia
HR Tech Europe
Huffington Post
annabrixthomsencom
cutestpawcom
hdwallpapersin
jinterwas
xkcd
The Oatmeal
hughkretschmernet
danahorg
sai
Wikipedia
hdwallpapersbasecom
artnetcom
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
cczona
Many ThanksAndreacute Arko
Chiu-Ki ChanCorey HainesEstelle Weyl
Heather RiversJack Danger Canty
Jeremy Dunck
Josh SusserMichele Titolo
NIRDReneacutee De Voursney
Sarah MeiSan Francisco Sex Information
Sylvain AbeacutelardYoz Grahame
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
Get in Touch
Carina C Zonacczona
httpcczonacom
cczonagmailcom
httpslidesharenetcczona
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