SlideShare une entreprise Scribd logo
1  sur  136
Télécharger pour lire hors ligne
Hilary Mason
Chief Scientist, bitly
@hmason h@bit.ly
Data Gives Us Superpowers
• {"a": "Mozilla/5.0 (Windows NT 6.1)
AppleWebKit/537.31 (KHTML, like Gecko)
Chrome/26.0.1410.64 Safari/537.31", "c": "US",
"nk": 0, "tz": "America/Chicago", "gr": "TX",
"g": "126F3CN", "i": "xx.xxx.xxx.xxx", "h":
"126F3CM", "k": "xxxxxx-xxxxx-xxxxx-xxxxxxx",
"l": "raycom", "al": "en-US,en;q=0.8", "hh":
"bit.ly", "r": "https://www.facebook.com/", "u":
"http://www.kltv.com/story/22237743/document-
sheds-light-on-events-leading-up-to-longview-
standoff?utm_content=bufferf4a8d&utm_source=buff
er&utm_medium=facebook&utm_campaign=Buffer",
"t": 1368478799, "hc": 1368476067, "cy":
"Longview", "ll": [32.500701904296875, -
94.740501403808594]}
BIG data?
[excel]
Data
BIG
useful
BIG
small
BIG
[why now?]
Data.
CPUs.
Algorithms!
Data scientists?
awesome nerds
engineering
math
social
science communication
nerds
nerds
nerdsnerds
https://github.com/bitly/dablooms/issues/35
http://bit.ly/12aUf3F
http://bit.ly/xj57gS
• 10s of millions of URLs per day
• 100s of millions of clicks per day
• 10s of billions of URLs
(not the whole internet, just the bit
people are paying attention to)
Your social network is NOT
my social network.
http://tweet.onerandom.com
Identity?
Geography?
[pizza in california]
Networks impact behaviors.
twitter
facebook
tumblr
Devices also change behavior.
This is the real world.
Revolution.
66
What People Share
What People Read
Things people share:
Things people click:
the cutest kitten
`
How To Fix Popchips' Racist Ad Campaign - Anil Dash+
Is Ashton Kutcher's New 'Brown Face' Popchips Ad Racist? – WSJ
Ashton Kutcher’s Popchips Ad Pulled After Racist Outcry - ABC News
What is the internet paying
attention to?
Realtime search.
Stories: more than just links
[story api]
Content is not naive.
125
The right audience is better than
a big audience.
127
Conversation is a beast.
129
Surprise & Delight
http://bookbookgoose.com
133
Surprise!
h@bit.ly
@hmason
Thank you!

Contenu connexe

Plus de bisg

Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...
Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...
Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...bisg
 
The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...
The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...
The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...bisg
 
BISAC Subject Codes, 2014 Edition
BISAC Subject Codes, 2014 EditionBISAC Subject Codes, 2014 Edition
BISAC Subject Codes, 2014 Editionbisg
 
Navigating the Transition from ONIX 2.1 to 3.0
Navigating the Transition from ONIX 2.1 to 3.0 Navigating the Transition from ONIX 2.1 to 3.0
Navigating the Transition from ONIX 2.1 to 3.0 bisg
 
ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...
ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...
ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...bisg
 
Product Development for Common Core Standards, presented by Emma Williams, Co...
Product Development for Common Core Standards, presented by Emma Williams, Co...Product Development for Common Core Standards, presented by Emma Williams, Co...
Product Development for Common Core Standards, presented by Emma Williams, Co...bisg
 
XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...
XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...
XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...bisg
 
Thema: The new, global subject classification system- Julie Morris- BISG/NISO...
Thema: The new, global subject classification system- Julie Morris- BISG/NISO...Thema: The new, global subject classification system- Julie Morris- BISG/NISO...
Thema: The new, global subject classification system- Julie Morris- BISG/NISO...bisg
 
Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...
Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...
Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...bisg
 
BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)
BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)
BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)bisg
 
BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)
BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)
BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)bisg
 
Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...
Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...
Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...bisg
 
Subscription Services in the Context of Market Trends, presented by Jonathan ...
Subscription Services in the Context of Market Trends, presented by Jonathan ...Subscription Services in the Context of Market Trends, presented by Jonathan ...
Subscription Services in the Context of Market Trends, presented by Jonathan ...bisg
 
Digital Books and the New Subscription Economy: Preliminary Results from the ...
Digital Books and the New Subscription Economy: Preliminary Results from the ...Digital Books and the New Subscription Economy: Preliminary Results from the ...
Digital Books and the New Subscription Economy: Preliminary Results from the ...bisg
 
The International Standard Name Identifier (ISNI): A Close Look, with Laura D...
The International Standard Name Identifier (ISNI): A Close Look, with Laura D...The International Standard Name Identifier (ISNI): A Close Look, with Laura D...
The International Standard Name Identifier (ISNI): A Close Look, with Laura D...bisg
 
Metadata: Standards Basics for the Independent Publishing Community, with Gra...
Metadata: Standards Basics for the Independent Publishing Community, with Gra...Metadata: Standards Basics for the Independent Publishing Community, with Gra...
Metadata: Standards Basics for the Independent Publishing Community, with Gra...bisg
 
ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...
ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...
ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...bisg
 
Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...
Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...
Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...bisg
 
BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...
BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...
BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...bisg
 
How to Think Inside the Box: Programming Fixed Layout for E-Books
How to Think Inside the Box: Programming Fixed Layout for E-BooksHow to Think Inside the Box: Programming Fixed Layout for E-Books
How to Think Inside the Box: Programming Fixed Layout for E-Booksbisg
 

Plus de bisg (20)

Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...
Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...
Student Attitudes Toward content in Higher Education: Nadine Vassallo, Projec...
 
The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...
The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...
The Inclusive Access Model, presented by Jason Lorgan, Stores Director, Unive...
 
BISAC Subject Codes, 2014 Edition
BISAC Subject Codes, 2014 EditionBISAC Subject Codes, 2014 Edition
BISAC Subject Codes, 2014 Edition
 
Navigating the Transition from ONIX 2.1 to 3.0
Navigating the Transition from ONIX 2.1 to 3.0 Navigating the Transition from ONIX 2.1 to 3.0
Navigating the Transition from ONIX 2.1 to 3.0
 
ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...
ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...
ONIX: Migrating from 2.1 to 3.0, presented by Graham Bell, Executive Director...
 
Product Development for Common Core Standards, presented by Emma Williams, Co...
Product Development for Common Core Standards, presented by Emma Williams, Co...Product Development for Common Core Standards, presented by Emma Williams, Co...
Product Development for Common Core Standards, presented by Emma Williams, Co...
 
XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...
XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...
XBITS 101, a presentation for BISG by Diane Degener, IT Business Analyst & Pr...
 
Thema: The new, global subject classification system- Julie Morris- BISG/NISO...
Thema: The new, global subject classification system- Julie Morris- BISG/NISO...Thema: The new, global subject classification system- Julie Morris- BISG/NISO...
Thema: The new, global subject classification system- Julie Morris- BISG/NISO...
 
Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...
Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...
Best Practices for Keywords in Metadata, with Jenny Bullough, Manager of Digi...
 
BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)
BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)
BISG Rights Summit June 11, 2014 (Michael Healy, Copyright Clearance Center)
 
BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)
BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)
BISG Rights Summit June 11, 2014 (Len Vlahos, BISG)
 
Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...
Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...
Diversification, Discovery, and Data: 13 Insights from 13 Years of Safari, pr...
 
Subscription Services in the Context of Market Trends, presented by Jonathan ...
Subscription Services in the Context of Market Trends, presented by Jonathan ...Subscription Services in the Context of Market Trends, presented by Jonathan ...
Subscription Services in the Context of Market Trends, presented by Jonathan ...
 
Digital Books and the New Subscription Economy: Preliminary Results from the ...
Digital Books and the New Subscription Economy: Preliminary Results from the ...Digital Books and the New Subscription Economy: Preliminary Results from the ...
Digital Books and the New Subscription Economy: Preliminary Results from the ...
 
The International Standard Name Identifier (ISNI): A Close Look, with Laura D...
The International Standard Name Identifier (ISNI): A Close Look, with Laura D...The International Standard Name Identifier (ISNI): A Close Look, with Laura D...
The International Standard Name Identifier (ISNI): A Close Look, with Laura D...
 
Metadata: Standards Basics for the Independent Publishing Community, with Gra...
Metadata: Standards Basics for the Independent Publishing Community, with Gra...Metadata: Standards Basics for the Independent Publishing Community, with Gra...
Metadata: Standards Basics for the Independent Publishing Community, with Gra...
 
ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...
ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...
ISBNs and Identifiers: Standards Basics for the Independent Publishing Commun...
 
Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...
Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...
Student Attitudes Toward Content in Higher Education, with Nadine Vassallo, P...
 
BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...
BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...
BISAC Subject Headings: Standards Basics for the Independent Publishing Commu...
 
How to Think Inside the Box: Programming Fixed Layout for E-Books
How to Think Inside the Box: Programming Fixed Layout for E-BooksHow to Think Inside the Box: Programming Fixed Layout for E-Books
How to Think Inside the Box: Programming Fixed Layout for E-Books
 

Dernier

Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...ssuserf63bd7
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...ssuserf63bd7
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCRashishs7044
 
Guide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDFGuide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDFChandresh Chudasama
 
Cyber Security Training in Office Environment
Cyber Security Training in Office EnvironmentCyber Security Training in Office Environment
Cyber Security Training in Office Environmentelijahj01012
 
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City GurgaonCall Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaoncallgirls2057
 
TriStar Gold Corporate Presentation - April 2024
TriStar Gold Corporate Presentation - April 2024TriStar Gold Corporate Presentation - April 2024
TriStar Gold Corporate Presentation - April 2024Adnet Communications
 
business environment micro environment macro environment.pptx
business environment micro environment macro environment.pptxbusiness environment micro environment macro environment.pptx
business environment micro environment macro environment.pptxShruti Mittal
 
Annual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesAnnual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesKeppelCorporation
 
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptxThe-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptxmbikashkanyari
 
Send Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSendBig4
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCRashishs7044
 
Traction part 2 - EOS Model JAX Bridges.
Traction part 2 - EOS Model JAX Bridges.Traction part 2 - EOS Model JAX Bridges.
Traction part 2 - EOS Model JAX Bridges.Anamaria Contreras
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607dollysharma2066
 
Pitch deck sample detail for New Business Proposal
Pitch deck sample detail for New Business ProposalPitch deck sample detail for New Business Proposal
Pitch deck sample detail for New Business ProposalEvelina300651
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy Verified Accounts
 
Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...
Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...
Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...ssuserf63bd7
 
APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfRbc Rbcua
 

Dernier (20)

Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
 
Guide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDFGuide Complete Set of Residential Architectural Drawings PDF
Guide Complete Set of Residential Architectural Drawings PDF
 
Cyber Security Training in Office Environment
Cyber Security Training in Office EnvironmentCyber Security Training in Office Environment
Cyber Security Training in Office Environment
 
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City GurgaonCall Us 📲8800102216📞 Call Girls In DLF City Gurgaon
Call Us 📲8800102216📞 Call Girls In DLF City Gurgaon
 
Corporate Profile 47Billion Information Technology
Corporate Profile 47Billion Information TechnologyCorporate Profile 47Billion Information Technology
Corporate Profile 47Billion Information Technology
 
TriStar Gold Corporate Presentation - April 2024
TriStar Gold Corporate Presentation - April 2024TriStar Gold Corporate Presentation - April 2024
TriStar Gold Corporate Presentation - April 2024
 
business environment micro environment macro environment.pptx
business environment micro environment macro environment.pptxbusiness environment micro environment macro environment.pptx
business environment micro environment macro environment.pptx
 
Call Us ➥9319373153▻Call Girls In North Goa
Call Us ➥9319373153▻Call Girls In North GoaCall Us ➥9319373153▻Call Girls In North Goa
Call Us ➥9319373153▻Call Girls In North Goa
 
Annual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesAnnual General Meeting Presentation Slides
Annual General Meeting Presentation Slides
 
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptxThe-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
The-Ethical-issues-ghhhhhhhhjof-Byjus.pptx
 
Send Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.com
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
 
Traction part 2 - EOS Model JAX Bridges.
Traction part 2 - EOS Model JAX Bridges.Traction part 2 - EOS Model JAX Bridges.
Traction part 2 - EOS Model JAX Bridges.
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
 
Pitch deck sample detail for New Business Proposal
Pitch deck sample detail for New Business ProposalPitch deck sample detail for New Business Proposal
Pitch deck sample detail for New Business Proposal
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail Accounts
 
Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...
Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...
Horngren’s Financial & Managerial Accounting, 7th edition by Miller-Nobles so...
 
APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdf
 

MIP 2013 -- Data Gives Us Superpowers -- Hilary Mason