SlideShare une entreprise Scribd logo
1  sur  104
Télécharger pour lire hors ligne
AN INTRODUCTION
TO OPEN DATA
Sally Jenkinson - Fronteers - Amsterdam - 09.10.2015
@sjenkinson | sally@recordssoundthesame.com
sally@recordssoundthesame.com | @sjenkinson
Digital solutions architect & consultant
Records Sound the Same Ltd
Sally Jenkinson
An introduction to open data
DATA
OPEN DATA
“Big data”
@sjenkinson
90% of the world’s total
data has been created
within the last 2 years
!
(IBM, 2014)
@sjenkinson
An introduction to open data
I ♡ DATA
@sjenkinson
An introduction to open data
An introduction to open data
@sjenkinson
sallyjenkinson.co.uk/labs/teatracker
BUT…
An introduction to open data
“You agree to maintain your apps
and your systems in accordance with
industry standard quality levels…”
An introduction to open data
DATA SHARING
An introduction to open data
WHAT IS OPEN DATA?
An introduction to open data
Open data and content can be
freely used, modified, and shared
by anyone for any purpose.
opendefinition.org
An introduction to open data
Re-publish
Derive new content or data
Make money by selling products
Charge a fee for access
Make money by selling products
Charge a fee for access
“We observed that often people think of
open data as a specific ‘kind’ of data –
something separate and distinct from the
data they use day-to-day in their
organisation or team – rather than a choice
about how people publish data.”
theodi.org/blog/closed-shared-open-data-whats-in-a-name
theodi.org/guides/publishers-guide-open-data-licensing | theodi.org/guides/reusers-guide-open-data-licensing
Public domain (CC0)
Attribution (CC-by)
Attribution & share-alike (CC-by-sa)
OPEN LICENCES FOR
CREATIVE CONTENT
theodi.org/guides/publishers-guide-open-data-licensing | theodi.org/guides/reusers-guide-open-data-licensing
Public domain (PDDL)
Attribution (ODC-by)
Attribution & share-alike (ODbL)
OPEN LICENCES FOR
DATABASES
theodi.org/guides/publishers-guide-open-data-licensing | theodi.org/guides/reusers-guide-open-data-licensing
Open Government Licence
OS Open Licence
etc
OTHER OPEN LICENCES
WHERE CAN I GET IT FROM?
wiki.dbpedia.org
An introduction to open data
musicbrainz.org
earthquake.usgs.gov/earthquakes/search/
plaidplug.com
data.id/dataset/daftar-titik-reklame-di-dki-jakarta/resource/361ce01f-34ed-4e00-a204-6062c7b9ad64
web.archive.org/web/20150520175645/http://137.189.35.203/WebUI/CatDatabase/catData.html
vision.stanford.edu/aditya86/ImageNetDogs/
{"gilded":
0,"author_flair_text":"Male","author_flair_css_class":"ma
le","retrieved_on":1425124228,"ups":
3,"subreddit_id":"t5_2s30g","edited":false,"controversial
ity":
0,"parent_id":"t1_cnapn0k","subreddit":"AskMen","body":"I
can't agree with passing the blame, but I'm glad to hear
it's at least helping you with the anxiety. I went the
other direction and started taking responsibility for
everything. I had to realize that people make mistakes
including myself and it's gonna be alright. I don't have
to be shackled to my mistakes and I don't have to be
afraid of making them.
","created_utc":"1420070668","downs":0,"score":
3,"author":"TheDukeofEtown","archived":false,"distinguish
ed":null,"id":"cnasd6x","score_hidden":false,"name":"t1_c
nasd6x","link_id":"t3_2qyhmp"}
x ~1.7 billion
reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/
♥
github.com/caesar0301/awesome-public-datasets
CONSUMING OPEN DATA
@sjenkinson
An introduction to open data
d3js.org
MORE THAN WEBSITES
An introduction to open data
iquantny.tumblr.com/post/92116352544/mapping-nyc-hydrant-revenue-upper-easts-19th
An introduction to open data
An introduction to open data
Generating value & making savings
@sjenkinson
+$3 trillion / year
mckinsey.com/insights/business_technology/open_data_unlocking_innovation_and_performance_with_liquid_information
open data
Transparency
@sjenkinson
“…within two years chemical emissions
nationwide (at least as reported, and
presumably also in fact) had decreased
by 40 percent.
!
Some companies were launching
policies to bring their emissions down
by 90 percent, just because of the
release of previously sequestered
information.”
maban.co.uk/80
An introduction to open data
DATA & USER EXPERIENCES
“How far do you live from your
workplace? Chances are, you'd answer
that question in minutes rather than
miles.
!
An hour on the bus tells us a lot more than
47 miles. That's why we made
Mapumental.
!
Given any start point or destination, it'll
show everywhere within the chosen
commute time, by public transport.”
mapumental.com/services/travel-time
“How accessible is your nearest school, post
office, or GP’s surgery?
!
In Wales, that’s not always a simple question: the
country’s mountainous landscapes, rural
populations, and sometimes infrequent bus
services can mean that those without cars are
rather cut off from public service provision.”
mapumental.com/services/accessibility
“Just how quickly could fire engines reach
a given postcode in case of a fire?
!
It’s a question that’s pivotal to decisions
made by both the emergency services and
the insurance industry.”
mysociety.org/2013/04/22/fire-fire-mapumental-and-fire-engine-journey-times
Improved efficiency
Improved effectiveness
Impact measurement
@sjenkinson
Improved or new private products or
services & innovation
@sjenkinson
NOT JUST DIGITAL
opensensors.io
DOUG MCCUNE
dougmccune.com
An introduction to open data
An introduction to open data
An introduction to open data
An introduction to open data
STEFANIE POSAVEC
stefanieposavec.co.uk
“Air Transformed is a series of
wearable data objects that communicate
this physical burden in different ways.
Though seemingly decorative, they are
based entirely on open air quality data
from Sheffield, UK, a former steelmaking
city and notorious for its bad air.”
stefanieposavec.co.uk/data/#/airtransformed
An introduction to open data
An introduction to open data
An introduction to open data
Participation & self-empowerment
@sjenkinson
LINKED DATA
New knowledge from combined
data sources and patterns in large
data volumes
@sjenkinson
An introduction to open data
An introduction to open data
An introduction to open data
An introduction to open data
Misrepresentation
An introduction to open data
tylervigen.com/spurious-correlations
tylervigen.com/spurious-correlations
Combining data sets & licences
clipol.org/tools/compatibility
PUBLISHING OPEN DATA
“There are known knowns; there are things
we know we know. We also know there are
known unknowns; that is to say we know
there are some things we do not know. But
there are also unknown unknowns – the
ones we don't know we don't know.”
en.wikipedia.org/wiki/There_are_known_knowns
An introduction to open data
STEP ONE
Identification & planning
@sjenkinson
Clear licensing & usage information
Structure & quality
A plan for support
@sjenkinson
An introduction to open data
Accuracy
STEP TWO
Extracting & cleaning
@sjenkinson
Data privacy &
the individual
openrefine.org
STEP THREE
Sharing
@sjenkinson
FIVE STAR DATA
5stardata.info
★
Make your data available on the web (in whatever format)
under an open license.
★★
Make it available as structured data
(e.g., Excel instead of image scan of a table).
★★★ Use non-proprietary formats (e.g., CSV instead of Excel).
★★★★ Use URIs to denote things, so that people can point at your data.
★★★★★ Link your data to other data to provide context.
OPEN DATA CERTIFICATES
certificates.theodi.org
An introduction to open data
IN CONCLUSION…
1. Choose open data
2. Publish your data
3. Link it
4. Use standards
5. Promote freedom
6. Do some good
7. Be creative
An introduction to open data
@sjenkinson
!
sally@recordssoundthesame.com
!
recordssoundthesame.com
THANK YOU. Thank you to these lovely people for making their
content open:
Linking Open Data cloud diagram 2014, by Max Schmachtenberg, Christian Bizer,
Anja Jentzsch and Richard Cyganiak - lod-cloud.net
The Data Spectrum - theodi.org/data-spectrum
Doug McCune - dougmccune.com
Stefanie Posavec - stefanieposavec.co.uk
Data abstract painting - flickr.com/photos/rachubarama/2709346242
IE Market Share vs Murder Rate - imgur.com/47D7zGq
Troy Marusek - flickr.com/photos/troymars/9113025616
The Roof of Wales - flickr.com/photos/stray_croc/4743302841
Fire Wall - flickr.com/photos/epleitez/1714341218
Money - flickr.com/photos/mikephotoart/12839909303
cc - flickr.com/photos/kalexanderson/7175627336
RDF - flickr.com/photos/gertcha/8292978031
Small Parts - flickr.com/photos/oskay/2156889157/
Hydrant - flickr.com/photos/pamhule/4677109732/
Upsala Glacier Retreat - flickr.com/photos/nasamarshall/10726540434/

Contenu connexe

Tendances

How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityDATAVERSITY
 
Hyper Personalization (with videos)
Hyper Personalization (with videos)Hyper Personalization (with videos)
Hyper Personalization (with videos)Thoughtworks
 
Big Data & Analytics (Conceptual and Practical Introduction)
Big Data & Analytics (Conceptual and Practical Introduction)Big Data & Analytics (Conceptual and Practical Introduction)
Big Data & Analytics (Conceptual and Practical Introduction)Yaman Hajja, Ph.D.
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data ScienceANOOP V S
 
Synthetic data generation
Synthetic data generationSynthetic data generation
Synthetic data generationSandeep Joshi
 
From Data Lakes to the Data Fabric: Our Vision for Digital Strategy
From Data Lakes to the Data Fabric: Our Vision for Digital StrategyFrom Data Lakes to the Data Fabric: Our Vision for Digital Strategy
From Data Lakes to the Data Fabric: Our Vision for Digital StrategyCambridge Semantics
 
Data Lake Architecture
Data Lake ArchitectureData Lake Architecture
Data Lake ArchitectureDATAVERSITY
 
Business Intelligence
Business IntelligenceBusiness Intelligence
Business IntelligenceHank Lin
 
Bringing AI to Business Intelligence
Bringing AI to Business IntelligenceBringing AI to Business Intelligence
Bringing AI to Business IntelligenceSi Krishan
 
Modern Business Intelligence - Design and Implementations
Modern Business Intelligence - Design and ImplementationsModern Business Intelligence - Design and Implementations
Modern Business Intelligence - Design and ImplementationsDavid J Rosenthal
 
DAMA Webinar - Big and Little Data Quality
DAMA Webinar - Big and Little Data QualityDAMA Webinar - Big and Little Data Quality
DAMA Webinar - Big and Little Data QualityDATAVERSITY
 
Business Intelligence - A Management Perspective
Business Intelligence - A Management PerspectiveBusiness Intelligence - A Management Perspective
Business Intelligence - A Management Perspectivevinaya.hs
 
Big data by Mithlesh sadh
Big data by Mithlesh sadhBig data by Mithlesh sadh
Big data by Mithlesh sadhMithlesh Sadh
 
Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...
Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...
Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...Edureka!
 
Death of the Dashboard
Death of the DashboardDeath of the Dashboard
Death of the DashboardDATAVERSITY
 

Tendances (20)

Enterprise Knowledge Graph
Enterprise Knowledge GraphEnterprise Knowledge Graph
Enterprise Knowledge Graph
 
RDF Data Model
RDF Data ModelRDF Data Model
RDF Data Model
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data Quality
 
Big Data ppt
Big Data pptBig Data ppt
Big Data ppt
 
Hyper Personalization (with videos)
Hyper Personalization (with videos)Hyper Personalization (with videos)
Hyper Personalization (with videos)
 
Data Mesh
Data MeshData Mesh
Data Mesh
 
Big Data & Analytics (Conceptual and Practical Introduction)
Big Data & Analytics (Conceptual and Practical Introduction)Big Data & Analytics (Conceptual and Practical Introduction)
Big Data & Analytics (Conceptual and Practical Introduction)
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Synthetic data generation
Synthetic data generationSynthetic data generation
Synthetic data generation
 
From Data Lakes to the Data Fabric: Our Vision for Digital Strategy
From Data Lakes to the Data Fabric: Our Vision for Digital StrategyFrom Data Lakes to the Data Fabric: Our Vision for Digital Strategy
From Data Lakes to the Data Fabric: Our Vision for Digital Strategy
 
Data Lake Architecture
Data Lake ArchitectureData Lake Architecture
Data Lake Architecture
 
Business Intelligence
Business IntelligenceBusiness Intelligence
Business Intelligence
 
Bringing AI to Business Intelligence
Bringing AI to Business IntelligenceBringing AI to Business Intelligence
Bringing AI to Business Intelligence
 
Modern Business Intelligence - Design and Implementations
Modern Business Intelligence - Design and ImplementationsModern Business Intelligence - Design and Implementations
Modern Business Intelligence - Design and Implementations
 
Big Data
Big DataBig Data
Big Data
 
DAMA Webinar - Big and Little Data Quality
DAMA Webinar - Big and Little Data QualityDAMA Webinar - Big and Little Data Quality
DAMA Webinar - Big and Little Data Quality
 
Business Intelligence - A Management Perspective
Business Intelligence - A Management PerspectiveBusiness Intelligence - A Management Perspective
Business Intelligence - A Management Perspective
 
Big data by Mithlesh sadh
Big data by Mithlesh sadhBig data by Mithlesh sadh
Big data by Mithlesh sadh
 
Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...
Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...
Big Data Applications | Big Data Analytics Use-Cases | Big Data Tutorial for ...
 
Death of the Dashboard
Death of the DashboardDeath of the Dashboard
Death of the Dashboard
 

En vedette

Open Data: Open Your Mind
Open Data: Open Your MindOpen Data: Open Your Mind
Open Data: Open Your MindSally Lait
 
Top 10 Excel Beginner Basics
Top 10 Excel Beginner BasicsTop 10 Excel Beginner Basics
Top 10 Excel Beginner BasicsWiley
 
How Data Saves Time
How Data Saves TimeHow Data Saves Time
How Data Saves TimeNetApp
 
An introduction to open data
An introduction to open dataAn introduction to open data
An introduction to open dataSally Lait
 
Analytics Trends 2016: The next evolution
Analytics Trends 2016: The next evolutionAnalytics Trends 2016: The next evolution
Analytics Trends 2016: The next evolutionDeloitte United States
 
All these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usAll these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usSally Lait
 
Ignite for Good: Why I Love Open Data and You Should Too
Ignite for Good: Why I Love Open Data and You Should TooIgnite for Good: Why I Love Open Data and You Should Too
Ignite for Good: Why I Love Open Data and You Should TooLeigh Dodds
 
Data Foundations for Digital Cities
Data Foundations for Digital CitiesData Foundations for Digital Cities
Data Foundations for Digital CitiesLeigh Dodds
 
Beyond Measure, Erika Hall
Beyond Measure, Erika HallBeyond Measure, Erika Hall
Beyond Measure, Erika HallFuture Insights
 
Lecture 11 misrepresentation - cases
Lecture 11   misrepresentation - casesLecture 11   misrepresentation - cases
Lecture 11 misrepresentation - casesRamona Vansluytman
 
Lecture 14 misrepresentations
Lecture 14 misrepresentationsLecture 14 misrepresentations
Lecture 14 misrepresentationsfatima d
 
Llinked open data training for EU institutions
Llinked open data training for EU institutionsLlinked open data training for EU institutions
Llinked open data training for EU institutionsOpen Data Support
 
Misrepresentation and fraud
Misrepresentation and fraudMisrepresentation and fraud
Misrepresentation and fraudnishna sathyan
 
Data Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8thData Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8thJonathan Woodward
 
Data Gravity, IoT, and Time Series - ThingMonk 2015
Data Gravity, IoT, and Time Series - ThingMonk 2015Data Gravity, IoT, and Time Series - ThingMonk 2015
Data Gravity, IoT, and Time Series - ThingMonk 2015dave.m
 
Excel Document Recovery to the Rescue
Excel Document Recovery to the RescueExcel Document Recovery to the Rescue
Excel Document Recovery to the RescueWiley
 
This Isn't 'Big Data.' It's Just Bad Data.
This Isn't 'Big Data.' It's Just Bad Data.This Isn't 'Big Data.' It's Just Bad Data.
This Isn't 'Big Data.' It's Just Bad Data.Peter Orszag
 
Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...
Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...
Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...Jonathan Gray
 
Visual Data Representation Techniques Combining Art and Design
Visual Data Representation Techniques Combining Art and DesignVisual Data Representation Techniques Combining Art and Design
Visual Data Representation Techniques Combining Art and DesignLogo Design Guru
 

En vedette (20)

Open Data: Open Your Mind
Open Data: Open Your MindOpen Data: Open Your Mind
Open Data: Open Your Mind
 
Top 10 Excel Beginner Basics
Top 10 Excel Beginner BasicsTop 10 Excel Beginner Basics
Top 10 Excel Beginner Basics
 
How Data Saves Time
How Data Saves TimeHow Data Saves Time
How Data Saves Time
 
An introduction to open data
An introduction to open dataAn introduction to open data
An introduction to open data
 
Analytics Trends 2016: The next evolution
Analytics Trends 2016: The next evolutionAnalytics Trends 2016: The next evolution
Analytics Trends 2016: The next evolution
 
All these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usAll these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and us
 
Ignite for Good: Why I Love Open Data and You Should Too
Ignite for Good: Why I Love Open Data and You Should TooIgnite for Good: Why I Love Open Data and You Should Too
Ignite for Good: Why I Love Open Data and You Should Too
 
Data Foundations for Digital Cities
Data Foundations for Digital CitiesData Foundations for Digital Cities
Data Foundations for Digital Cities
 
Beyond Measure, Erika Hall
Beyond Measure, Erika HallBeyond Measure, Erika Hall
Beyond Measure, Erika Hall
 
Lecture 11 misrepresentation - cases
Lecture 11   misrepresentation - casesLecture 11   misrepresentation - cases
Lecture 11 misrepresentation - cases
 
Lecture 14 misrepresentations
Lecture 14 misrepresentationsLecture 14 misrepresentations
Lecture 14 misrepresentations
 
Llinked open data training for EU institutions
Llinked open data training for EU institutionsLlinked open data training for EU institutions
Llinked open data training for EU institutions
 
Misrepresentation and fraud
Misrepresentation and fraudMisrepresentation and fraud
Misrepresentation and fraud
 
Data Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8thData Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8th
 
Data Gravity, IoT, and Time Series - ThingMonk 2015
Data Gravity, IoT, and Time Series - ThingMonk 2015Data Gravity, IoT, and Time Series - ThingMonk 2015
Data Gravity, IoT, and Time Series - ThingMonk 2015
 
Excel Document Recovery to the Rescue
Excel Document Recovery to the RescueExcel Document Recovery to the Rescue
Excel Document Recovery to the Rescue
 
9 handy Excel demos
9 handy Excel demos9 handy Excel demos
9 handy Excel demos
 
This Isn't 'Big Data.' It's Just Bad Data.
This Isn't 'Big Data.' It's Just Bad Data.This Isn't 'Big Data.' It's Just Bad Data.
This Isn't 'Big Data.' It's Just Bad Data.
 
Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...
Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...
Ways of Seeing Data: Towards a Critical Literacy for Data Visualisations as R...
 
Visual Data Representation Techniques Combining Art and Design
Visual Data Representation Techniques Combining Art and DesignVisual Data Representation Techniques Combining Art and Design
Visual Data Representation Techniques Combining Art and Design
 

Similaire à An introduction to open data

An introduction to open data
An introduction to open dataAn introduction to open data
An introduction to open dataSally Lait
 
Big Data Analytics - Best of the Worst : Anti-patterns & Antidotes
Big Data Analytics - Best of the Worst : Anti-patterns & AntidotesBig Data Analytics - Best of the Worst : Anti-patterns & Antidotes
Big Data Analytics - Best of the Worst : Anti-patterns & AntidotesKrishna Sankar
 
Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...
Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...
Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...Lily Ng
 
How Can Analytics Improve Business?
How Can Analytics Improve Business?How Can Analytics Improve Business?
How Can Analytics Improve Business?Inside Analysis
 
Thwart Fraud Using Graph-Enhanced Machine Learning and AI
Thwart Fraud Using Graph-Enhanced Machine Learning and AIThwart Fraud Using Graph-Enhanced Machine Learning and AI
Thwart Fraud Using Graph-Enhanced Machine Learning and AINeo4j
 
Data Science Popup Austin: Back to The Future for Data and Analytics
Data Science Popup Austin: Back to The Future for Data and AnalyticsData Science Popup Austin: Back to The Future for Data and Analytics
Data Science Popup Austin: Back to The Future for Data and AnalyticsDomino Data Lab
 
How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...
How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...
How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...Galvanize
 
Generating Big Value from Big Data
Generating Big Value from Big DataGenerating Big Value from Big Data
Generating Big Value from Big DataBrendan Aldrich
 
Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)
Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)
Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)Dominic Tancredi
 
New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...
New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...
New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...Redlink GmbH
 
Redlink - Semantic Technologies for News & Media
Redlink - Semantic Technologies for News & Media Redlink - Semantic Technologies for News & Media
Redlink - Semantic Technologies for News & Media Andrea Volpini
 
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making DigitYser
 
DKAN Drupal Distribution Presentation at Drupal Gov Days 2013
DKAN Drupal Distribution Presentation at Drupal Gov Days 2013DKAN Drupal Distribution Presentation at Drupal Gov Days 2013
DKAN Drupal Distribution Presentation at Drupal Gov Days 2013Andrew Hoppin
 
2014 11-17 crichton institute talk on open data
2014 11-17 crichton institute talk on open data2014 11-17 crichton institute talk on open data
2014 11-17 crichton institute talk on open dataPeterWinstanley1
 
Digital responsibility: putting it in context. Making digital responsibility ...
Digital responsibility: putting it in context. Making digital responsibility ...Digital responsibility: putting it in context. Making digital responsibility ...
Digital responsibility: putting it in context. Making digital responsibility ...Jisc
 
A Litigator's Guide to Cloud-Based eDiscovery and Document Review
A Litigator's Guide to Cloud-Based eDiscovery and Document ReviewA Litigator's Guide to Cloud-Based eDiscovery and Document Review
A Litigator's Guide to Cloud-Based eDiscovery and Document ReviewLexbe_Webinars
 
#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...
#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...
#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...Amazon Web Services
 

Similaire à An introduction to open data (20)

An introduction to open data
An introduction to open dataAn introduction to open data
An introduction to open data
 
Big Data Analytics - Best of the Worst : Anti-patterns & Antidotes
Big Data Analytics - Best of the Worst : Anti-patterns & AntidotesBig Data Analytics - Best of the Worst : Anti-patterns & Antidotes
Big Data Analytics - Best of the Worst : Anti-patterns & Antidotes
 
Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...
Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...
Championing Accessibility | The Challenges within Digital Agencies (A11y Camp...
 
How Can Analytics Improve Business?
How Can Analytics Improve Business?How Can Analytics Improve Business?
How Can Analytics Improve Business?
 
Thwart Fraud Using Graph-Enhanced Machine Learning and AI
Thwart Fraud Using Graph-Enhanced Machine Learning and AIThwart Fraud Using Graph-Enhanced Machine Learning and AI
Thwart Fraud Using Graph-Enhanced Machine Learning and AI
 
Data Science Popup Austin: Back to The Future for Data and Analytics
Data Science Popup Austin: Back to The Future for Data and AnalyticsData Science Popup Austin: Back to The Future for Data and Analytics
Data Science Popup Austin: Back to The Future for Data and Analytics
 
Cloudsourcing2013
Cloudsourcing2013Cloudsourcing2013
Cloudsourcing2013
 
How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...
How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...
How to Become a Data Scientist – By Ryan Orban, VP of Operations and Expansio...
 
Generating Big Value from Big Data
Generating Big Value from Big DataGenerating Big Value from Big Data
Generating Big Value from Big Data
 
Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)
Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)
Dom & Tom NYC Healthcare Cloud Meetup Case Study (5/4)
 
New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...
New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...
New routes for your contents: Dynamic Semantic Publishing for News & Media Pu...
 
Redlink - Semantic Technologies for News & Media
Redlink - Semantic Technologies for News & Media Redlink - Semantic Technologies for News & Media
Redlink - Semantic Technologies for News & Media
 
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
 
DKAN Drupal Distribution Presentation at Drupal Gov Days 2013
DKAN Drupal Distribution Presentation at Drupal Gov Days 2013DKAN Drupal Distribution Presentation at Drupal Gov Days 2013
DKAN Drupal Distribution Presentation at Drupal Gov Days 2013
 
2014 11-17 crichton institute talk on open data
2014 11-17 crichton institute talk on open data2014 11-17 crichton institute talk on open data
2014 11-17 crichton institute talk on open data
 
Opening keynote gianni cooreman
Opening keynote gianni cooremanOpening keynote gianni cooreman
Opening keynote gianni cooreman
 
Digital responsibility: putting it in context. Making digital responsibility ...
Digital responsibility: putting it in context. Making digital responsibility ...Digital responsibility: putting it in context. Making digital responsibility ...
Digital responsibility: putting it in context. Making digital responsibility ...
 
A Litigator's Guide to Cloud-Based eDiscovery and Document Review
A Litigator's Guide to Cloud-Based eDiscovery and Document ReviewA Litigator's Guide to Cloud-Based eDiscovery and Document Review
A Litigator's Guide to Cloud-Based eDiscovery and Document Review
 
The Power of Data
The Power of DataThe Power of Data
The Power of Data
 
#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...
#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...
#EarthOnAWS: How the Cloud Is Transforming Earth Observation | AWS Public Sec...
 

Plus de Sally Lait

Changing the world with the web
Changing the world with the webChanging the world with the web
Changing the world with the webSally Lait
 
Making the leap from execution to strategy
Making the leap from execution to strategyMaking the leap from execution to strategy
Making the leap from execution to strategySally Lait
 
Websites are a symptom, not the cause - DXN May 2017
Websites are a symptom, not the cause - DXN May 2017Websites are a symptom, not the cause - DXN May 2017
Websites are a symptom, not the cause - DXN May 2017Sally Lait
 
Websites are a symptom, not the cause
Websites are a symptom, not the causeWebsites are a symptom, not the cause
Websites are a symptom, not the causeSally Lait
 
Working with the web and the future
Working with the web and the futureWorking with the web and the future
Working with the web and the futureSally Lait
 
All these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usAll these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usSally Lait
 
All these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usAll these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usSally Lait
 
Choosing the "right" CMS (and other things)
Choosing the "right" CMS (and other things)Choosing the "right" CMS (and other things)
Choosing the "right" CMS (and other things)Sally Lait
 
Choosing the "right" CMS
Choosing the "right" CMSChoosing the "right" CMS
Choosing the "right" CMSSally Lait
 
The Web Is Our Responsibility
The Web Is Our ResponsibilityThe Web Is Our Responsibility
The Web Is Our ResponsibilitySally Lait
 
With great power comes great (development) responsibility
With great power comes great (development) responsibilityWith great power comes great (development) responsibility
With great power comes great (development) responsibilitySally Lait
 
More Than Media Queries - The Digital Pond
More Than Media Queries - The Digital PondMore Than Media Queries - The Digital Pond
More Than Media Queries - The Digital PondSally Lait
 
More Than Media Queries - Responsive Day Out 2
More Than Media Queries - Responsive Day Out 2More Than Media Queries - Responsive Day Out 2
More Than Media Queries - Responsive Day Out 2Sally Lait
 
Mini hacks, big difference
Mini hacks, big differenceMini hacks, big difference
Mini hacks, big differenceSally Lait
 
HTML5 - Create The Web London
HTML5 - Create The Web LondonHTML5 - Create The Web London
HTML5 - Create The Web LondonSally Lait
 

Plus de Sally Lait (15)

Changing the world with the web
Changing the world with the webChanging the world with the web
Changing the world with the web
 
Making the leap from execution to strategy
Making the leap from execution to strategyMaking the leap from execution to strategy
Making the leap from execution to strategy
 
Websites are a symptom, not the cause - DXN May 2017
Websites are a symptom, not the cause - DXN May 2017Websites are a symptom, not the cause - DXN May 2017
Websites are a symptom, not the cause - DXN May 2017
 
Websites are a symptom, not the cause
Websites are a symptom, not the causeWebsites are a symptom, not the cause
Websites are a symptom, not the cause
 
Working with the web and the future
Working with the web and the futureWorking with the web and the future
Working with the web and the future
 
All these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usAll these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and us
 
All these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and usAll these moments will be lost in time: the web, the future, and us
All these moments will be lost in time: the web, the future, and us
 
Choosing the "right" CMS (and other things)
Choosing the "right" CMS (and other things)Choosing the "right" CMS (and other things)
Choosing the "right" CMS (and other things)
 
Choosing the "right" CMS
Choosing the "right" CMSChoosing the "right" CMS
Choosing the "right" CMS
 
The Web Is Our Responsibility
The Web Is Our ResponsibilityThe Web Is Our Responsibility
The Web Is Our Responsibility
 
With great power comes great (development) responsibility
With great power comes great (development) responsibilityWith great power comes great (development) responsibility
With great power comes great (development) responsibility
 
More Than Media Queries - The Digital Pond
More Than Media Queries - The Digital PondMore Than Media Queries - The Digital Pond
More Than Media Queries - The Digital Pond
 
More Than Media Queries - Responsive Day Out 2
More Than Media Queries - Responsive Day Out 2More Than Media Queries - Responsive Day Out 2
More Than Media Queries - Responsive Day Out 2
 
Mini hacks, big difference
Mini hacks, big differenceMini hacks, big difference
Mini hacks, big difference
 
HTML5 - Create The Web London
HTML5 - Create The Web LondonHTML5 - Create The Web London
HTML5 - Create The Web London
 

Dernier

Master's Thesis - Data Science - Presentation
Master's Thesis - Data Science - PresentationMaster's Thesis - Data Science - Presentation
Master's Thesis - Data Science - PresentationGiorgio Carbone
 
AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)Data & Analytics Magazin
 
How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?sonikadigital1
 
MEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .pptMEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .pptaigil2
 
Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...PrithaVashisht1
 
SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024Becky Burwell
 
Virtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product IntroductionVirtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product Introductionsanjaymuralee1
 
ChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics InfrastructureChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics Infrastructuresonikadigital1
 
YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.JasonViviers2
 
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024Guido X Jansen
 
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptxTINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptxDwiAyuSitiHartinah
 
Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for ClarityStrategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for ClarityAggregage
 
CI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual interventionCI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual interventionajayrajaganeshkayala
 
The Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayerThe Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayerPavel Šabatka
 
5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best Practices5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best PracticesDataArchiva
 
Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023Vladislav Solodkiy
 
Mapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptxMapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptxVenkatasubramani13
 

Dernier (17)

Master's Thesis - Data Science - Presentation
Master's Thesis - Data Science - PresentationMaster's Thesis - Data Science - Presentation
Master's Thesis - Data Science - Presentation
 
AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)
 
How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?
 
MEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .pptMEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .ppt
 
Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...
 
SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024
 
Virtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product IntroductionVirtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product Introduction
 
ChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics InfrastructureChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics Infrastructure
 
YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.
 
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
 
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptxTINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
 
Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for ClarityStrategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
 
CI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual interventionCI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual intervention
 
The Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayerThe Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayer
 
5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best Practices5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best Practices
 
Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023
 
Mapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptxMapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptx
 

An introduction to open data