SlideShare una empresa de Scribd logo
1 de 35
Descargar para leer sin conexión
Wednesday, March 26, 14
HOW MICRODATA CAN SAY A LOT
ABOUT MACROECONOMICS
David Soloff
Premise
Wednesday, March 26, 14
DAVID SOLOFF
@davidsoloff
Wednesday, March 26, 14
Wednesday, March 26, 14
“—no, a dreary, desolate and, indeed, quite
abject and distressing one; what we might
call, by way of eminence, the dismal science.”
— Thomas Carlyle
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Mikro
Data
&
Makro
Economics
Wednesday, March 26, 14
"There's still a Cold War element to our statistics. We're kind
of in a holding pattern. In many situations I found myself
wishing we had more current data and broader data."
— Alan Krueger
http://on.wsj.com/1ggFq9c
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
January 2007
September 2007
February 2008
March 2008
April 2008
Mexico: “Tortilla Riots”
West Bengal: Riots over food shortages and public corruption
Cameroon: High fuel and food prices
Senegal: Protests over high cost of living
Haiti: Riots over rising food prices
Yemen: Riots as price of wheat doubles, rice + vegetables up 20%
Egypt: Riots over the price of bread
November 2008 China: Contaminated milk due to high cattle feed prices
October 2007 Russia: Gov’t pressures food producers to freeze prices
Wednesday, March 26, 14
Food prices and the incidence of violence in Africa [van Weezel 2013]
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Mar May Jul Sep Nov
0.940.960.981.001.021.04
China − CPI (Official)
Premise − Food Staples Index
Granger Causality: 0.94
Correlation: 0.93
Jan Mar May Jul Sep Nov
0.951.001.051.101.15
India − CPI (Official)
Premise − Food Staples Index
Granger Causality: 0.81
Correlation: 0.89
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
there are too many strata to measure everything
Wednesday, March 26, 14
“You need to focus on quality. You’ll be better off
with a small but carefully structured sample rather
than a large sloppy sample.”
— Hal Varian
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14
@premisedata
Wednesday, March 26, 14
Wednesday, March 26, 14
Wednesday, March 26, 14

Más contenido relacionado

Más de Gigaom

Structure 2014 - The future of cloud computing survey results
Structure 2014 - The future of cloud computing survey resultsStructure 2014 - The future of cloud computing survey results
Structure 2014 - The future of cloud computing survey resultsGigaom
 
Structure 2014 - Launchpad Competition
Structure 2014 - Launchpad CompetitionStructure 2014 - Launchpad Competition
Structure 2014 - Launchpad CompetitionGigaom
 
Structure 2014 - Disrupting the data center - Intel sponsor workshop
Structure 2014 - Disrupting the data center - Intel sponsor workshopStructure 2014 - Disrupting the data center - Intel sponsor workshop
Structure 2014 - Disrupting the data center - Intel sponsor workshopGigaom
 
Structure 2014 - Cloud trends - Battery
Structure 2014 - Cloud trends - BatteryStructure 2014 - Cloud trends - Battery
Structure 2014 - Cloud trends - BatteryGigaom
 
Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...
Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...
Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...Gigaom
 
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit BendovStructure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit BendovGigaom
 
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA, Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA, Gigaom
 
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari GesherStructure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari GesherGigaom
 
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris HaddadStructure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris HaddadGigaom
 
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...Gigaom
 
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrathStructure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrathGigaom
 
Structure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve RussellStructure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve RussellGigaom
 
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan WaiteStructure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan WaiteGigaom
 
25 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 201325 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 2013Gigaom
 
How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013Gigaom
 
Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013Gigaom
 
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013Gigaom
 
Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management Gigaom
 
CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013
CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013
CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013Gigaom
 
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013Gigaom
 

Más de Gigaom (20)

Structure 2014 - The future of cloud computing survey results
Structure 2014 - The future of cloud computing survey resultsStructure 2014 - The future of cloud computing survey results
Structure 2014 - The future of cloud computing survey results
 
Structure 2014 - Launchpad Competition
Structure 2014 - Launchpad CompetitionStructure 2014 - Launchpad Competition
Structure 2014 - Launchpad Competition
 
Structure 2014 - Disrupting the data center - Intel sponsor workshop
Structure 2014 - Disrupting the data center - Intel sponsor workshopStructure 2014 - Disrupting the data center - Intel sponsor workshop
Structure 2014 - Disrupting the data center - Intel sponsor workshop
 
Structure 2014 - Cloud trends - Battery
Structure 2014 - Cloud trends - BatteryStructure 2014 - Cloud trends - Battery
Structure 2014 - Cloud trends - Battery
 
Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...
Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...
Structure Data 2014: QLIK SPONSOR WORKSHOP: ANALYTICS THE WAY NATURE INTENDED...
 
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit BendovStructure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
Structure Data 2014: FIVE MYTHS ABOUT BIG DATA, Amit Bendov
 
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA, Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
Structure Data 2014: SISENSE SPONSOR WORKSHOP: ON BEER, CHIPS AND DATA,
 
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari GesherStructure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
Structure Data 2014: INVERTING 80/20: BEYOND BESPOKE BIG DATA, Ari Gesher
 
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris HaddadStructure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
Structure Data 2014: TRACKING A SOCCER GAME WITH BIG DATA, Chris Haddad
 
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
Structure Data 2014: TECH AGAINST HUMAN TRAFFICKING AND ILLICIT NETWORKS, Jus...
 
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrathStructure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
Structure Data 2014: DATA DRIVEN DESIGN AT FORMULA ONE SPEED, Geoff McGrath
 
Structure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve RussellStructure Data 2014: IS VIDEO BIG DATA?, Steve Russell
Structure Data 2014: IS VIDEO BIG DATA?, Steve Russell
 
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan WaiteStructure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
Structure Data 2014: BIG DATA ANALYTICS RE-INVENTED, Ryan Waite
 
25 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 201325 Favorite Experiences in Tech - from Roadmap 2013
25 Favorite Experiences in Tech - from Roadmap 2013
 
How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013How Moore’s Law is Influencing Design - from Roadmap 2013
How Moore’s Law is Influencing Design - from Roadmap 2013
 
Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013Building the Visual Language of the Web - from Roadmap 2013
Building the Visual Language of the Web - from Roadmap 2013
 
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
Your Device Knows What You’re Thinking Before You Do - from Mobilize 2013
 
Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management Gigaom Research Sector RoadMap: Enterprise Mobility Management
Gigaom Research Sector RoadMap: Enterprise Mobility Management
 
CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013
CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013
CERN'S GRAND COLLISION EXPERIMENT: CLOUD from Structure:Europe 2013
 
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
GOOGLE'S INFRASTRUCTURE DNA PACKAGED UP from Structure:Europe 2013
 

Último

Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Neo4j
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 

Último (20)

Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 

Structure Data 2014: HOW MICRODATA CAN SAY A LOT ABOUT MACROECONOMICS, David Soloff