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Bernard Marr is a bestselling author, keynote speaker, strategic performance consultant, and analytics, KPI & Big Data guru.
He helps companies to better manage, measure, report and analyse performance. His leading-edge work with major companies, organisations and governments across the globe makes him an acclaimed and award-winning keynote speaker, researcher, consultant and teacher. Bernard is acknowledged by the CEO Journal as one of today's leading business brains.
He has written a number of seminal books and over 200 high profile reports and articles on enterprise performance. This includes the best-sellers 'Key Performance Indicators', 'The Intelligent Company', 'More with Less', 'Managing and Delivering Performance' and 'Strategic Performance Management', a number of Gartner Reports and the world's largest research studies on the topic. His expert comments regularly feature in high-profile publications including The Times, The Financial Times, Financial Management, the CFO Magazine and the Wall Street Journal.
He has worked with and advised many of the world's best-known organisations including Accenture, Astra Zeneca, Bank of England, Barclays, BP, DHL, Fujitsu, Gartner, HSBC, Mars, Ministry of Defence, Microsoft, Oracle, The Home Office, NHS, Orange, Tetley, T-Mobile, Toyota, Royal Air Force, SAP and Shell, among many others.
He currently focuses on helping clients to:
- create strategic performance frameworks
- develop relevant and meaningful KPIs and metrics
- develop business analytics and 'big data' strategies
- develop management dashboards and reporting solutions
- train and coach teams to become 'high performance organisations'
- align people management practices with strategic performance objectives
- understand the emerging trends of big data analytics
His engagements range from executive awareness and training sessions to the design and implementation of corporate performance management and reporting approaches. Bernard can be contacted at bernard.marr@ap-institute.com
BOOKS BY BERNARD MARR amzn.to/2dqqCbT
Bernard Marr is a bestselling author, keynote speaker, strategic performance consultant, and analytics, KPI & Big Data guru.
He helps companies to better manage, measure, report and analyse performance. His leading-edge work with major companies, organisations and governments across the globe makes him an acclaimed and award-winning keynote speaker, researcher, consultant and teacher. Bernard is acknowledged by the CEO Journal as one of today's leading business brains.
He has written a number of seminal books and over 200 high profile reports and articles on enterprise performance. This includes the best-sellers 'Key Performance Indicators', 'The Intelligent Company', 'More with Less', 'Managing and Delivering Performance' and 'Strategic Performance Management', a number of Gartner Reports and the world's largest research studies on the topic. His expert comments regularly feature in high-profile publications including The Times, The Financial Times, Financial Management, the CFO Magazine and the Wall Street Journal.
He has worked with and advised many of the world's best-known organisations including Accenture, Astra Zeneca, Bank of England, Barclays, BP, DHL, Fujitsu, Gartner, HSBC, Mars, Ministry of Defence, Microsoft, Oracle, The Home Office, NHS, Orange, Tetley, T-Mobile, Toyota, Royal Air Force, SAP and Shell, among many others.
He currently focuses on helping clients to:
- create strategic performance frameworks
- develop relevant and meaningful KPIs and metrics
- develop business analytics and 'big data' strategies
- develop management dashboards and reporting solutions
- train and coach teams to become 'high performance organisations'
- align people management practices with strategic performance objectives
- understand the emerging trends of big data analytics
His engagements range from executive awareness and training sessions to the design and implementation of corporate performance management and reporting approaches. Bernard can be contacted at bernard.marr@ap-institute.com
BOOKS BY BERNARD MARR amzn.to/2dqqCbT
Bernard Marr is a bestselling author, keynote speaker, strategic performance consultant, and analytics, KPI & Big Data guru.
He helps companies to better manage, measure, report and analyse performance. His leading-edge work with major companies, organisations and governments across the globe makes him an acclaimed and award-winning keynote speaker, researcher, consultant and teacher. Bernard is acknowledged by the CEO Journal as one of today's leading business brains.
He has written a number of seminal books and over 200 high profile reports and articles on enterprise performance. This includes the best-sellers 'Key Performance Indicators', 'The Intelligent Company', 'More with Less', 'Managing and Delivering Performance' and 'Strategic Performance Management', a number of Gartner Reports and the world's largest research studies on the topic. His expert comments regularly feature in high-profile publications including The Times, The Financial Times, Financial Management, the CFO Magazine and the Wall Street Journal.
He has worked with and advised many of the world's best-known organisations including Accenture, Astra Zeneca, Bank of England, Barclays, BP, DHL, Fujitsu, Gartner, HSBC, Mars, Ministry of Defence, Microsoft, Oracle, The Home Office, NHS, Orange, Tetley, T-Mobile, Toyota, Royal Air Force, SAP and Shell, among many others.
He currently focuses on helping clients to:
- create strategic performance frameworks
- develop relevant and meaningful KPIs and metrics
- develop business analytics and 'big data' strategies
- develop management dashboards and reporting solutions
- train and coach teams to become 'high performance organisations'
- align people management practices with strategic performance objectives
- understand the emerging trends of big data analytics
His engagements range from executive awareness and training sessions to the design and implementation of corporate performance management and reporting approaches. Bernard can be contacted at bernard.marr@ap-institute.com
BOOKS BY BERNARD MARR amzn.to/2dqqCbT
Bernard Marr is a bestselling author, keynote speaker, strategic performance consultant, and analytics, KPI & Big Data guru.
He helps companies to better manage, measure, report and analyse performance. His leading-edge work with major companies, organisations and governments across the globe makes him an acclaimed and award-winning keynote speaker, researcher, consultant and teacher. Bernard is acknowledged by the CEO Journal as one of today's leading business brains.
He has written a number of seminal books and over 200 high profile reports and articles on enterprise performance. This includes the best-sellers 'Key Performance Indicators', 'The Intelligent Company', 'More with Less', 'Managing and Delivering Performance' and 'Strategic Performance Management', a number of Gartner Reports and the world's largest research studies on the topic. His expert comments regularly feature in high-profile publications including The Times, The Financial Times, Financial Management, the CFO Magazine and the Wall Street Journal.
He has worked with and advised many of the world's best-known organisations including Accenture, Astra Zeneca, Bank of England, Barclays, BP, DHL, Fujitsu, Gartner, HSBC, Mars, Ministry of Defence, Microsoft, Oracle, The Home Office, NHS, Orange, Tetley, T-Mobile, Toyota, Royal Air Force, SAP and Shell, among many others.
He currently focuses on helping clients to:
- create strategic performance frameworks
- develop relevant and meaningful KPIs and metrics
- develop business analytics and 'big data' strategies
- develop management dashboards and reporting solutions
- train and coach teams to become 'high performance organisations'
- align people management practices with strategic performance objectives
- understand the emerging trends of big data analytics
His engagements range from executive awareness and training sessions to the design and implementation of corporate performance management and reporting approaches. Bernard can be contacted at bernard.marr@ap-institute.com
BOOKS BY BERNARD MARR amzn.to/2dqqCbT
Our fantastic panel takes questions from attendees.
(L to R)
Adam Bly, of Seed Media and Visualizing.org
Hilary Mason, Chief Scientist at bitly
Blake Shaw, Data Scientist at Foursquare, alum of Columbia University Machine Learning Lab
Claudio Silva, Professor at NYU-Poly, with a focus on data visualization
Our fantastic panel takes questions from attendees.
(L to R)
Adam Bly, of Seed Media and Visualizing.org
Hilary Mason, Chief Scientist at bitly
Blake Shaw, Data Scientist at Foursquare, alum of Columbia University Machine Learning Lab
Claudio Silva, Professor at NYU-Poly, with a focus on data visualization
Since its stunning victory on Jeopardy! a year ago, IBM’s Watson computing system has been put to work in healthcare and financial services. But the real-world possibilities are endless.
asmarterplanet.com/blog/2012/02/how-watson-can-work.html
Influencers and thought leaders from across the media, technology, and academic communities filled the room at Bloomberg L.P.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6792756018/sizes/l/
Data set: nodexlgraphgallery.org/Pages/Graph.aspx?graphID=447
These are the connections among the Twitter users who recently tweeted the word bigdata when queried on February 27, 2012, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 2/26/2012 2:56 and ends on 2/27/2012 22:25 UTC. Green lines are "follows" relationships, blue lines are "reply" or "mentions" relationships.
Layout created with the "Group Layout" feature of NodeXL which tiles bounded regions for each cluster. The Harel-Koren layout algorithm positioned each vertex: en.wikipedia.org/wiki/Force-based_algorithms_(graph_drawing).
Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color. Clauset-Newman-Moore algorithm is defined here: pre.aps.org/abstract/PRE/v70/i6/e066111
A larger version of the image is here: www.flickr.com/photos/marc_smith/6792756018/sizes/l/
Betweenness Centrality is defined here: en.Wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@rwang0
@strataconf
@emccorp
@dhinchcliffe
@cloudexpo
@ibmbigdata
@bigdata
@jameskobielus
@thecloudnetwork
@attritionorg
Top word pairs by frequency of mention
V1, V2, WEIGHT
#cloudexpo, #cloudcomputing, 559
#cloudcomputing, #bigdata, 511
#cloud, #cloudexpo, 483
#bigdata, @cloudexpo, 343
@ulitzer, #cloud, 342
big, data, 275
@cloudexpo, @bigdataexpo, 170
@ulitzer, #cloudexpo, 87
#cloudexpo, #bigdata, 47
ups, fronts, 44
fronts, working, 44
working, capital, 44
commerce, merchants, 44
adoption, issues, 43
#bigdata, #analytics, 42
big, deal, 40
dimension, data, 39
data, #cloud, 39
#cloud, services, 39
new, york, 38
Graph Metric, Value
Graph Type, Directed
Vertices, 824
Unique Edges, 6978
Edges With Duplicates, 1697
Total Edges, 8675
Self-Loops, 755
Connected Components, 63
Single-Vertex Connected Components, 57
Maximum Vertices in a Connected Component, 757
Maximum Edges in a Connected Component, 8594
Maximum Geodesic Distance (Diameter), 11
Average Geodesic Distance, 3.118791
Graph Density, 0.010373781
Modularity, 0.309689
NodeXL Version, 1.0.1.201
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/ and here:
www.nodexlgraphgallery.org/Pages/Default.aspx
A gallery of NodeXL network data sets is available here: nodexlgraphgallery.org/Pages/Default.aspx?search=twitter
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
Donations to support NodeXL are welcome through PayPal: www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_bu...
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
Spectral Clustering of Urban Networks
This map of Venice redraws the city into new sestieri based on the spectral clustering of the urban network.
Spectral clustering is particularly useful for analyzing data where where topological links outweigh convex boundaries, that is, when connections a more significant than simple proximity. This makes it an interesting method for the analysis of urban networks where cul-de-sacs, dead ends, physical barriers, or topographic distance can separate two points that are otherwise quite proximate.
Cluster centrality is show by the size and saturation of the dot at each node and the distribution of cluster centrality in the plot at left (with box plot around quartiles). Network links are weighted inversely proportional to their length. You might notice the vaporetto routes are included. At the moment they are not treated differently from any other street or bridge (although being longer links will naturally weight them less than most street segments).
GIS data originally from OpenStreetMap and Piano di Assetto del Territorio of the Comune di Venezia with some modifications. The final network comprises over 11,300 nodes and 12,500 edges.
We will be conducting a workshop at the Singapore pavilion of the Venice Biennale engaging this topic and will hopefully find modifications to this network and to the methods.
Big data, measurement and analyticcs
Jose Luis Cordoba
Ultan O'Brian
Mirko Lalli
BTO 2014
2 e 3 dicembre, a Firenze in Fortezza da Basso
Day TWO | Emirates Hall [VISIONI] | 9.20 - 10.10
Author: Francesco Mauro
Copyright: TheDarkroom/Francesco Mauro
www.buytourismonline.com/eventi/big-data/
I Big Data sono diventati da un po’ un argomento mainstream.
E spesso sono dipinti come una sorta di panacea che promette di risolvere tutti i problemi in molti settori, turismo compreso.
Solo che nel settore travel, i big data sono davvero strategici: sono utili per capire le tendenze, ottimizzare il marketing, decidere dove destinare risorse e tempo.
In questo panel prendiamo in considerazione due casi molto concreti.
Boxever, che utilizza in chiave big data tutto quello che le persone lasciano in rete mentre prenotano un volo o una vacanza e li usa per ottimizzare il processo di vendita e soprattutto conoscere meglio i propri clienti.
Andalucia Lab è un esempio di un territorio che utilizza i big data per ottimizzare marketing e comunicazione, analizzando quello che emerge anche per decidere dove destinare il proprio budget a sostegno della Destinazione Andalusia.
Big data, measurement and analyticcs
Jose Luis Cordoba
Ultan O'Brian
Mirko Lalli
BTO 2014
2 e 3 dicembre, a Firenze in Fortezza da Basso
Day TWO | Emirates Hall [VISIONI] | 9.20 - 10.10
Author: Francesco Mauro
Copyright: TheDarkroom/Francesco Mauro
www.buytourismonline.com/eventi/big-data/
I Big Data sono diventati da un po’ un argomento mainstream.
E spesso sono dipinti come una sorta di panacea che promette di risolvere tutti i problemi in molti settori, turismo compreso.
Solo che nel settore travel, i big data sono davvero strategici: sono utili per capire le tendenze, ottimizzare il marketing, decidere dove destinare risorse e tempo.
In questo panel prendiamo in considerazione due casi molto concreti.
Boxever, che utilizza in chiave big data tutto quello che le persone lasciano in rete mentre prenotano un volo o una vacanza e li usa per ottimizzare il processo di vendita e soprattutto conoscere meglio i propri clienti.
Andalucia Lab è un esempio di un territorio che utilizza i big data per ottimizzare marketing e comunicazione, analizzando quello che emerge anche per decidere dove destinare il proprio budget a sostegno della Destinazione Andalusia.
Big data, measurement and analyticcs
Jose Luis Cordoba
Ultan O'Brian
Mirko Lalli
BTO 2014
2 e 3 dicembre, a Firenze in Fortezza da Basso
Day TWO | Emirates Hall [VISIONI] | 9.20 - 10.10
Author: Francesco Mauro
Copyright: TheDarkroom/Francesco Mauro
www.buytourismonline.com/eventi/big-data/
I Big Data sono diventati da un po’ un argomento mainstream.
E spesso sono dipinti come una sorta di panacea che promette di risolvere tutti i problemi in molti settori, turismo compreso.
Solo che nel settore travel, i big data sono davvero strategici: sono utili per capire le tendenze, ottimizzare il marketing, decidere dove destinare risorse e tempo.
In questo panel prendiamo in considerazione due casi molto concreti.
Boxever, che utilizza in chiave big data tutto quello che le persone lasciano in rete mentre prenotano un volo o una vacanza e li usa per ottimizzare il processo di vendita e soprattutto conoscere meglio i propri clienti.
Andalucia Lab è un esempio di un territorio che utilizza i big data per ottimizzare marketing e comunicazione, analizzando quello che emerge anche per decidere dove destinare il proprio budget a sostegno della Destinazione Andalusia.
Big data, measurement and analyticcs
Jose Luis Cordoba
Ultan O'Brian
Mirko Lalli
BTO 2014
2 e 3 dicembre, a Firenze in Fortezza da Basso
Day TWO | Emirates Hall [VISIONI] | 9.20 - 10.10
Author: Francesco Mauro
Copyright: TheDarkroom/Francesco Mauro
www.buytourismonline.com/eventi/big-data/
I Big Data sono diventati da un po’ un argomento mainstream.
E spesso sono dipinti come una sorta di panacea che promette di risolvere tutti i problemi in molti settori, turismo compreso.
Solo che nel settore travel, i big data sono davvero strategici: sono utili per capire le tendenze, ottimizzare il marketing, decidere dove destinare risorse e tempo.
In questo panel prendiamo in considerazione due casi molto concreti.
Boxever, che utilizza in chiave big data tutto quello che le persone lasciano in rete mentre prenotano un volo o una vacanza e li usa per ottimizzare il processo di vendita e soprattutto conoscere meglio i propri clienti.
Andalucia Lab è un esempio di un territorio che utilizza i big data per ottimizzare marketing e comunicazione, analizzando quello che emerge anche per decidere dove destinare il proprio budget a sostegno della Destinazione Andalusia.
Bernard Marr is a bestselling author, keynote speaker, strategic performance consultant, and analytics, KPI & Big Data guru.
He helps companies to better manage, measure, report and analyse performance. His leading-edge work with major companies, organisations and governments across the globe makes him an acclaimed and award-winning keynote speaker, researcher, consultant and teacher. Bernard is acknowledged by the CEO Journal as one of today's leading business brains.
He has written a number of seminal books and over 200 high profile reports and articles on enterprise performance. This includes the best-sellers 'Key Performance Indicators', 'The Intelligent Company', 'More with Less', 'Managing and Delivering Performance' and 'Strategic Performance Management', a number of Gartner Reports and the world's largest research studies on the topic. His expert comments regularly feature in high-profile publications including The Times, The Financial Times, Financial Management, the CFO Magazine and the Wall Street Journal.
He has worked with and advised many of the world's best-known organisations including Accenture, Astra Zeneca, Bank of England, Barclays, BP, DHL, Fujitsu, Gartner, HSBC, Mars, Ministry of Defence, Microsoft, Oracle, The Home Office, NHS, Orange, Tetley, T-Mobile, Toyota, Royal Air Force, SAP and Shell, among many others.
He currently focuses on helping clients to:
- create strategic performance frameworks
- develop relevant and meaningful KPIs and metrics
- develop business analytics and 'big data' strategies
- develop management dashboards and reporting solutions
- train and coach teams to become 'high performance organisations'
- align people management practices with strategic performance objectives
- understand the emerging trends of big data analytics
His engagements range from executive awareness and training sessions to the design and implementation of corporate performance management and reporting approaches. Bernard can be contacted at bernard.marr@ap-institute.com
BOOKS BY BERNARD MARR amzn.to/2dqqCbT
From: www.connectedaction.net
Data set: nodexlgraphgallery.org/Pages/Graph.aspx?graphID=447
These are the most between Twitter users who recently tweeted the word bigdata when queried on February 27, 2012, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 2/26/2012 2:56 and ends on 2/27/2012 22:25 UTC.
A visualization of the network is here: www.flickr.com/photos/marc_smith/6792756018/sizes/l/
Betweenness Centrality is defined here: en.Wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@rwang0
@strataconf
@emccorp
@dhinchcliffe
@cloudexpo
@ibmbigdata
@bigdata
@jameskobielus
@thecloudnetwork
@attritionorg
Top word pairs by frequency of mention
V1, V2, WEIGHT
#cloudexpo, #cloudcomputing, 559
#cloudcomputing, #bigdata, 511
#cloud, #cloudexpo, 483
#bigdata, @cloudexpo, 343
@ulitzer, #cloud, 342
big, data, 275
@cloudexpo, @bigdataexpo, 170
@ulitzer, #cloudexpo, 87
#cloudexpo, #bigdata, 47
ups, fronts, 44
fronts, working, 44
working, capital, 44
commerce, merchants, 44
adoption, issues, 43
#bigdata, #analytics, 42
big, deal, 40
dimension, data, 39
data, #cloud, 39
#cloud, services, 39
new, york, 38
Graph Metric, Value
Graph Type, Directed
Vertices, 824
Unique Edges, 6978
Edges With Duplicates, 1697
Total Edges, 8675
Self-Loops, 755
Connected Components, 63
Single-Vertex Connected Components, 57
Maximum Vertices in a Connected Component, 757
Maximum Edges in a Connected Component, 8594
Maximum Geodesic Distance (Diameter), 11
Average Geodesic Distance, 3.118791
Graph Density, 0.010373781
Modularity, 0.309689
NodeXL Version, 1.0.1.201
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/ and here:
www.nodexlgraphgallery.org/Pages/Default.aspx
A gallery of NodeXL network data sets is available here: nodexlgraphgallery.org/Pages/Default.aspx?search=twitter
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
Donations to support NodeXL are welcome through PayPal: www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_bu...
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
We launched our £5 million Economic and Social Research Council human rights and big data project on 2 March 2016 at the British Academy in London. Ambassador Eileen Donahoe, of Human Rights Watch, joined principal investigators Professor Lorna McGregor and Professor Maurice Sunkin, at the event.
Big data, measurement and analyticcs
Jose Luis Cordoba
Ultan O'Brian
Mirko Lalli
BTO 2014
2 e 3 dicembre, a Firenze in Fortezza da Basso
Day TWO | Emirates Hall [VISIONI] | 9.20 - 10.10
Author: Francesco Mauro
Copyright: TheDarkroom/Francesco Mauro
www.buytourismonline.com/eventi/big-data/
I Big Data sono diventati da un po’ un argomento mainstream.
E spesso sono dipinti come una sorta di panacea che promette di risolvere tutti i problemi in molti settori, turismo compreso.
Solo che nel settore travel, i big data sono davvero strategici: sono utili per capire le tendenze, ottimizzare il marketing, decidere dove destinare risorse e tempo.
In questo panel prendiamo in considerazione due casi molto concreti.
Boxever, che utilizza in chiave big data tutto quello che le persone lasciano in rete mentre prenotano un volo o una vacanza e li usa per ottimizzare il processo di vendita e soprattutto conoscere meglio i propri clienti.
Andalucia Lab è un esempio di un territorio che utilizza i big data per ottimizzare marketing e comunicazione, analizzando quello che emerge anche per decidere dove destinare il proprio budget a sostegno della Destinazione Andalusia.
CIAT-hosted workshop on REDD+.
Credit: ©2011CIAT/NeilPalmer
Please credit accordingly and leave a comment when you use a CIAT photo.
For more info: ciat-comunicaciones@cgiar.org
Confluence 2013 : “Unleash Your Genius” by finding Big Insights from Big Data.
September 17, Princeton, New Jersey.
John R. Shrewsberry, Senior Executive Vice President and Chief Financial Of cer, Wells Fargo
Michael Sutcliff, Group Chief Executive, Accenture Digital
Download the whitepaper on big data security from Vormetric, which outlines what IT & security professionals need to know about the significant big data
security, risks & management.
With organizations across nearly every vertical market investing in big data technologies, the challenge is to reap the benefits of big data without compromising data security or violating privacy and regulatory compliance requirements. Understand why perimeter security is not enough and that all data sources in big data architecture are at risk.
Engage with our CDH4 certified Data security solutions to secure big data.
For more information, join: www.facebook.com/VormericInc
Follow: twitter.com/Vormetric
Stay tuned to: www.youtube.com/user/VormetricInc
Members of the Terra-i team discuss the Terra-i deforestation monitoring system, which can zoom-in on Latin America's forest to track deforestation in near real-time.
Credit: ©2013CIAT/NeilPalmer
Please credit accordingly and leave a comment when you use a CIAT photo.
For more info: ciat-comunicaciones@cgiar.org