SlideShare uma empresa Scribd logo
1 de 136
Baixar para ler offline
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!

Mais conteúdo relacionado

Mais de bisg

BISAC Subject Codes, 2014 Edition
BISAC Subject Codes, 2014 EditionBISAC Subject Codes, 2014 Edition
BISAC Subject Codes, 2014 Edition
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
 

Mais 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
 

Último

Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
daisycvs
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
Renandantas16
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
amitlee9823
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
dollysharma2066
 
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabiunwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
Abortion pills in Kuwait Cytotec pills in Kuwait
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Dipal Arora
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
dlhescort
 
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
amitlee9823
 

Último (20)

Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLMONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
Forklift Operations: Safety through Cartoons
Forklift Operations: Safety through CartoonsForklift Operations: Safety through Cartoons
Forklift Operations: Safety through Cartoons
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabiunwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
 
Falcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in indiaFalcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in india
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentation
 
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
Call Girls Kengeri Satellite Town Just Call 👗 7737669865 👗 Top Class Call Gir...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 

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