SlideShare une entreprise Scribd logo
1  sur  20
Transforming a Media Organisation with
Big Data
Robin Goad, Head of Customer Analytics, Financial Times
March 2016
1
Agenda
A brief history of the FT
What does Big Data mean to the FT?
The benefits of Big Data
How we do it
What’s next?
2
3
4
5
A brief history of the FT
128 years of innovation
What does Big Data mean to the FT?
The data that matters
User
• Identity
• Contact
• Subscription
• Demographics
• Devices
• Payment
• Permissions
Behavioural
• What is read?
• How is it read?
• Where is it read?
• How is it found?
• Why is it read?
• What about stuff that
isn’t read?
Meta
• What is the story
about?
• Who wrote it?
• Where does it
belong?
• Who can see it?
• When, where and
why was it
published?
“80% of the FT’s revenue
would be at risk if we lost
our First Party Data”
Internal analysis to determine the value of the FT’s First
Party Data
The benefits of Big Data
A data driven strategy
Measuring Reader Engagement
We look at reader behaviour over
the last 90 days:
• Recency – when did they last
visit?
• Frequency – how often do they
visit?
• Volume – how many articles
have they read?
Engagement score
Cancellationrate
More engaged readers
are less likely to cancel
Segmenting users based on behaviour
Personalisation via data
myFT – peronalised
content on- and off-site
API – feed data to
where people need it Editorial authority
Data driven innovation
How we do it
Team and organisational structure
Chief Data Officer
Analytics
Reporting
Data
Intelligence
Data
Science
Vertical
Specialists
Campaign Management
Data Strategy
Technology
Product
Research
3rd parties
Key supporting
functions:
Customers of
Data and Analytics
B2C and B2B
Editorial
Product
Finance
Advertising
Board & Strategy
“The analytics team (with support
from tech, commercial and third
parties) will explore ways of finding
value as a prerequisite to building
in new capability”
The FT’s “Analytics First” approach to Big Data
What’s next?
What are we planning for 2016?
Data democratisation Distributed content
Test, test, test…
Plus…
• New data sources
• Focus on data quality
• Answer questions quicker
• Develop new skills
• Grow team
• More stakeholders
• Academic partnerships
• More innovation…
Questions?
Presentation Financial Times Big Data at EBU Big Data Conference

Contenu connexe

Plus de IntoTheMinds

Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"
Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"
Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"IntoTheMinds
 
Purchase drivers for iconic products in the luxury sector
Purchase drivers for iconic products in the luxury sectorPurchase drivers for iconic products in the luxury sector
Purchase drivers for iconic products in the luxury sectorIntoTheMinds
 
A robot called Voitto
A robot called VoittoA robot called Voitto
A robot called VoittoIntoTheMinds
 
presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018
presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018
presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018IntoTheMinds
 
Artworks personalization on Netflix
Artworks personalization on Netflix Artworks personalization on Netflix
Artworks personalization on Netflix IntoTheMinds
 
Privacy Calculus in the Sharing Economy
Privacy Calculus in the Sharing EconomyPrivacy Calculus in the Sharing Economy
Privacy Calculus in the Sharing EconomyIntoTheMinds
 
Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...
Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...
Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...IntoTheMinds
 
Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...
Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...
Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...IntoTheMinds
 
Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...
Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...
Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...IntoTheMinds
 
Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...
Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...
Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...IntoTheMinds
 
Big Data and ethics meetup : slides presentation michael ekstrand
Big Data and ethics meetup : slides presentation michael ekstrandBig Data and ethics meetup : slides presentation michael ekstrand
Big Data and ethics meetup : slides presentation michael ekstrandIntoTheMinds
 
Presentatie big data (Dag van de verkoper, Cevora)
Presentatie big data (Dag van de verkoper, Cevora) Presentatie big data (Dag van de verkoper, Cevora)
Presentatie big data (Dag van de verkoper, Cevora) IntoTheMinds
 
Presentatie big data in verkoop (cevora) gent 16 Mei 2017
Presentatie big data in verkoop (cevora) gent 16 Mei 2017Presentatie big data in verkoop (cevora) gent 16 Mei 2017
Presentatie big data in verkoop (cevora) gent 16 Mei 2017IntoTheMinds
 
Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)
Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)
Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)IntoTheMinds
 
"Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic...
"Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic..."Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic...
"Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic...IntoTheMinds
 
Presentation by Steven Bourke at the EBU Big Data and Society workshop
Presentation by Steven Bourke at the EBU Big Data and Society workshopPresentation by Steven Bourke at the EBU Big Data and Society workshop
Presentation by Steven Bourke at the EBU Big Data and Society workshopIntoTheMinds
 
Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)
Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)
Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)IntoTheMinds
 
EBU Big Data and Society workshop at RTBF : introductory speech
EBU Big Data and Society workshop at RTBF : introductory speechEBU Big Data and Society workshop at RTBF : introductory speech
EBU Big Data and Society workshop at RTBF : introductory speechIntoTheMinds
 
Big Data - Little Data
Big Data - Little DataBig Data - Little Data
Big Data - Little DataIntoTheMinds
 
Understanding and creating media engagement
Understanding and creating media engagementUnderstanding and creating media engagement
Understanding and creating media engagementIntoTheMinds
 

Plus de IntoTheMinds (20)

Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"
Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"
Presentation Kristofer Sjoholm at EBU Conference "data in the newsroom"
 
Purchase drivers for iconic products in the luxury sector
Purchase drivers for iconic products in the luxury sectorPurchase drivers for iconic products in the luxury sector
Purchase drivers for iconic products in the luxury sector
 
A robot called Voitto
A robot called VoittoA robot called Voitto
A robot called Voitto
 
presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018
presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018
presentation Newsbridge by Philippe Petitpont at Media Fast Forward 2018
 
Artworks personalization on Netflix
Artworks personalization on Netflix Artworks personalization on Netflix
Artworks personalization on Netflix
 
Privacy Calculus in the Sharing Economy
Privacy Calculus in the Sharing EconomyPrivacy Calculus in the Sharing Economy
Privacy Calculus in the Sharing Economy
 
Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...
Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...
Toon borré presentation at Meetup Big Data and Ethics at DigitYser Brussels 1...
 
Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...
Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...
Leenke De Donder presentation at Meetup Big Data and Ethics at DigitYser Brus...
 
Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...
Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...
Jochanen eynikel presentation at Meetup Big Data and Ethics at DigitYser Brus...
 
Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...
Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...
Thomas carette presentation at Meetup Big Data and Ethics at DigitYser Brusse...
 
Big Data and ethics meetup : slides presentation michael ekstrand
Big Data and ethics meetup : slides presentation michael ekstrandBig Data and ethics meetup : slides presentation michael ekstrand
Big Data and ethics meetup : slides presentation michael ekstrand
 
Presentatie big data (Dag van de verkoper, Cevora)
Presentatie big data (Dag van de verkoper, Cevora) Presentatie big data (Dag van de verkoper, Cevora)
Presentatie big data (Dag van de verkoper, Cevora)
 
Presentatie big data in verkoop (cevora) gent 16 Mei 2017
Presentatie big data in verkoop (cevora) gent 16 Mei 2017Presentatie big data in verkoop (cevora) gent 16 Mei 2017
Presentatie big data in verkoop (cevora) gent 16 Mei 2017
 
Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)
Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)
Slides pierre nicolas schwab DISummit 2017 (Big Data, Brussels)
 
"Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic...
"Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic..."Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic...
"Building Trust" discussion panel at EBU Big Data conference 2017 (Pierre-Nic...
 
Presentation by Steven Bourke at the EBU Big Data and Society workshop
Presentation by Steven Bourke at the EBU Big Data and Society workshopPresentation by Steven Bourke at the EBU Big Data and Society workshop
Presentation by Steven Bourke at the EBU Big Data and Society workshop
 
Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)
Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)
Wrap Up EBU Big Data and Society conference at RTBF - Day 2 (13 december 2016)
 
EBU Big Data and Society workshop at RTBF : introductory speech
EBU Big Data and Society workshop at RTBF : introductory speechEBU Big Data and Society workshop at RTBF : introductory speech
EBU Big Data and Society workshop at RTBF : introductory speech
 
Big Data - Little Data
Big Data - Little DataBig Data - Little Data
Big Data - Little Data
 
Understanding and creating media engagement
Understanding and creating media engagementUnderstanding and creating media engagement
Understanding and creating media engagement
 

Dernier

KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...Any kyc Account
 
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 ).pptxpriyanshujha201
 
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...Roland Driesen
 
Unlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdfUnlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdfOnline Income Engine
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear RegressionRavindra Nath Shukla
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...Paul Menig
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyEthan lee
 
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-/-3876dlhescort
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst SummitHolger Mueller
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayNZSG
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒anilsa9823
 
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...anilsa9823
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Delhi Call girls
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsMichael W. Hawkins
 

Dernier (20)

KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
 
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
 
Forklift Operations: Safety through Cartoons
Forklift Operations: Safety through CartoonsForklift Operations: Safety through Cartoons
Forklift Operations: Safety through Cartoons
 
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...
 
Unlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdfUnlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdf
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear Regression
 
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 in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
 
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
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst Summit
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 May
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
 
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
Best VIP Call Girls Noida Sector 40 Call Me: 8448380779
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael Hawkins
 

Presentation Financial Times Big Data at EBU Big Data Conference

  • 1. Transforming a Media Organisation with Big Data Robin Goad, Head of Customer Analytics, Financial Times March 2016
  • 2. 1 Agenda A brief history of the FT What does Big Data mean to the FT? The benefits of Big Data How we do it What’s next? 2 3 4 5
  • 3. A brief history of the FT
  • 4. 128 years of innovation
  • 5. What does Big Data mean to the FT?
  • 6. The data that matters User • Identity • Contact • Subscription • Demographics • Devices • Payment • Permissions Behavioural • What is read? • How is it read? • Where is it read? • How is it found? • Why is it read? • What about stuff that isn’t read? Meta • What is the story about? • Who wrote it? • Where does it belong? • Who can see it? • When, where and why was it published?
  • 7. “80% of the FT’s revenue would be at risk if we lost our First Party Data” Internal analysis to determine the value of the FT’s First Party Data
  • 8. The benefits of Big Data
  • 9. A data driven strategy
  • 10. Measuring Reader Engagement We look at reader behaviour over the last 90 days: • Recency – when did they last visit? • Frequency – how often do they visit? • Volume – how many articles have they read? Engagement score Cancellationrate More engaged readers are less likely to cancel
  • 11. Segmenting users based on behaviour
  • 12. Personalisation via data myFT – peronalised content on- and off-site API – feed data to where people need it Editorial authority
  • 14. How we do it
  • 15. Team and organisational structure Chief Data Officer Analytics Reporting Data Intelligence Data Science Vertical Specialists Campaign Management Data Strategy Technology Product Research 3rd parties Key supporting functions: Customers of Data and Analytics B2C and B2B Editorial Product Finance Advertising Board & Strategy
  • 16. “The analytics team (with support from tech, commercial and third parties) will explore ways of finding value as a prerequisite to building in new capability” The FT’s “Analytics First” approach to Big Data
  • 18. What are we planning for 2016? Data democratisation Distributed content Test, test, test… Plus… • New data sources • Focus on data quality • Answer questions quicker • Develop new skills • Grow team • More stakeholders • Academic partnerships • More innovation…

Notes de l'éditeur

  1. Emphasise the importance of collecting and storing data
  2. Data driven strategy
  3. % of traffic from homepage Use of lionel on barriers etc – wins on A/B tests