The Volume, Velocity, Variety, and Visualization of Big Data

What if We had More Big Data Artists in the World?

Today’s Big Data Scientists are being challenged with discovering actionable insights from the Volume, Velocity and Variety of data resources in cost-effective innovate ways. This is the foundation of Big Data Trends and has tremendous value when understanding is Visualized by today’s Big Data Artists.

Big Data Artists and Data Storytelling

Data comes to life in the hands of Data Artists.  Effective Data Storytelling can inspire new ideas and actions. Statistics guru Hans Rosling is a modern day Michelangelo of Big Data.  Watch his TED Talk video about “global trends in health and economics“.  Hans really gets rolling into this data story at about the 4 minute mark of this video.

Big Data Virtualization

Processing unstructured, semi-structured, and structured data can be accomplished with open-source tools such as Hadoop, MongoDB, Node.JS, with multiple programming languages including Java and Python. Many of these Big Data Tools can be installed and configured within a few minutes.  We can also leverage Cloud Computing for processing Big Data. Cost-effective processing of Graph Data for Social Network Analytics can be accomplished with GraphChi.  My friend and colleague, Brad Cox, created an easy to use plugin to accelerate graph data processing.  There are a plethora of tools and resources out there.  Help others and share your favorites here.

Big Data Visualization

Getting the right information to the right person at the right time in the right way is a big deal.  Data Visualizations should not be cryptic like a puzzle, but easy to understand.  This is not a simple task and is the reason why we need more Big Data Artists in the world. My friend Angela Dunn has inspiring Data Visualization stories at Data is Beautiful.

Data Visualization Tools

Great artists experiment with a variety of material and tools to create their masterpieces.  The modern day Big Data Artist can experiment with these tools to create their next masterpiece.

Gephi The Open Graph Viz Platform: Gephi is an interactive visualization and exploration platform for all kinds of networks and complex systems, dynamic and hierarchical graphs.  This tool makes it fun to experiment with GraphData.

RapidMiner Data Mining System: RapidMiner is an open-source system for data mining. It is available as a stand-alone application for data analysis and as a data mining engine for the integration into custom products.

Sencha Ext JS is an “Enterprise grade JavaScript Framework”.  Ext JS Plugin-free Charting provides advanced charting and graphing capabilities, delivering pixel perfect visuals on any browser on any operating system.

D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG and CSS. D3’s emphasis on web standards gives you the full capabilities of modern browsers without tying yourself to a proprietary framework, combining powerful visualization components and a data-driven approach to DOM manipulation.

Highcharts is a charting library written in pure JavaScript, offering intuitive, interactive charts to your web site or web application. Highcharts currently supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange and polar chart types.

Raphaël is a small JavaScript library that should simplify your work with vector graphics.  Raphaël ['ræfeɪəl] uses the SVG W3C Recommendation and VML as a base for creating graphics. This means every graphical object you create is also a DOM object, so you can attach JavaScript event handlers or modify them later. Raphaël’s goal is to provide an adapter that will make drawing vector art compatible cross-browser and easy. supports Visual Storytelling with data visualizations and infographics.     Visually’s Visual Reports can turn monthly performance metrics into a powerful visual narrative that communicates company objectives and milestones to both internal and external stakeholders. Infographics can also communicate product features.

Visualizing data helps others understand the value of information.  Additional data visualization tools are available here Top 20 Data Visualization Tools.  Visual content inspires conversation, as I was writing this, my friend Kathy Meyer shared this article about using visual content to inspire conversation 26 Ways to Use Visuals in Your Social Media Marketing

Big Data & Visualization Resources

Learning more about Big Data and the art of data visualization is a valuable skill to master.  There are several online classes and meetups in the area.  A recent meetup in the Washington DC area was Uncovering Hidden Social Information with Prof. Jennifer Golbeck. Her book, “Analyzing the Social Web” is available on Amazon.  Another great book to help you master the art of Big Data and Social Network Analytics is, “Mining the Social Web: Analyzing Data from Facebook, Twitter, LinkedIn, and Other Social Media Sites”.


Big Data is the Gold Rush of the 21st Century where discovering nuggets of actionable insights is transforming the way we work, live, & play.  Big Data Is Changing the Whole Equation for Business and organizations that fail to define Big Data Leadership will fall behind, far behind.  Organizations that hope to remain competitive in today’s market will include a strategy that implements Big Data tools along with the training and development of Data Scientists and Big Data Artists.

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Humanize the Enterprise for Innovation


Harnessing the Power of Engagement to Drive Innovation

The negative impact of the global economy has created barriers that prevent organizations and individuals from realizing their maximum potential.  Today’s business leaders are required to do more with less, a lot less.  Reducing costs and increasing productivity take top priority during these difficult times.  Innovative thought leaders are optimizing all business assets to remain competitive.

The most important asset to any organization is the people.  These people include employees, partners, and customers.  Organizations that survive the current transition phase and thrive in the future are the ones that harness the power of engagement.

Achieving higher levels of engagement that establish emotional bonds will create a smarter, more powerful workforce and accelerate innovation for the Enterprise.  The IBM Connect tag line says it all, “Get Social. Do Business.”  People can learn more about the benefits of Social Business from the videos and resources created by thought leaders from the IBM Connect Conference.  Evidence about employee engagement or lack thereof was presented by Jane McGonigal.  Her compelling story warns us about the losses incurred from lack of employee engagement and she shared ideas on how to fix the problem.

 ”Unengaged workers cost U.S. companies $300 billion annually” – Gallup 2012

Employee Engagement Jane McGonigal

“71% of U.S. workers are not engaged” -Gallup 2012″

Jane McGonigal Employee Engagement

State of Flow, the Engagement Sweet Spot.  The state of Flow is achieved when the person is so engaged in an activity to the point that seems to alter space and time.  According to Csikszentmihalyi, flow is completely focused motivation. It is a single-minded immersion and represents perhaps the ultimate experience in harnessing the emotions in the service of performing and learning. In flow, the emotions are not just contained and channeled, but positive, energized, and aligned with the task at hand.

This part of Jane’s presentation describes how we could harness this level of engagement and harness the power of “Crowdsourcing” to accomplish objectives and achieve desired goals.  She went on to explain how much time gamers spend in the state of flow and how that compares to the time invested into creating Wikipedia.  The value of creating emotional bonds has great rewards.

WIKIPEDIA Level of Effort

The Engagement Economy

Scalable collaboration and participation is powered by the Engagement Economy.  Enabling mass participation from people with a variety of skills and abilities fuels the engagement economy.  Fostering an environment that supports fluid collaboration and eliminates barriers to participation releases innovation.  Incorporating the principles of “Game Design Thinking” can help people achieve the State of Flow during the collaboration process.  Implementing Enterprise Gamification to support fluid collaboration can accelerate innovation.

“In today’s engagement economy, where time and attention are becoming increasingly scarce and resources precious, people are likely to gravitate to activities that are authentically rewarding and filled with the opportunities to achieve, grow and socialize. The lessons that can be learned from games and game designers are one set of tools to help us increase our return in such an economy.”   The Engagement Economy How gamification is reshaping businesses by  Doug Palmer, Steve Lunceford and Aaron J. Patton (Deloitte).

The Engagement Economy

Fail Forward Fast

We learn best from our failures. Gamers spend 80% of the time failing.  The path to success includes adopting the mentality of Gamers to overcome our fear of failure.

“It is far better to have sloppy success than to have perfect procrastination. It is easy to get caught up in the endless tinkering and perfecting of a project. It is true some things require perfection – most simply need excellence. All need action today!”

“Do you find yourself waiting to launch important projects? Are you forever splitting hairs about elements that are not mission critical. Do you spend hours and hours on details that don’t matter much? “

“Start your day with action! In taking action you may fail – but even that failure will move you forward toward ultimate success. Pick a project you have been putting off and begin today to take the action which will accelerate your path to achievement. “

- Tom Peters

Fail Forward Fast Jane McGonigal

Time to Humanize the Enterprise

Creating emotional bonds that establish deeper engagement will create a more powerful workforce and accelerate innovation for the Enterprise.  Technology trends come and go, but addressing basic human needs will withstand the test of time.  Most people have a deep desire to feel connected and will do extraordinary things when empowered by emotional bonds.  Organizations that master creating Emotional Bonds will crush their competitors that don’t.

Emotional Bonds Humanize the Enterprise

Super Empowered Employees

Most of us have heard stories from people that have witnessed super human strength.  Some of these stories include seeing a frail woman lifting a car off a child.  We wonder how can this small person do a seemingly impossible feat.  Then we discover she is a mom saving her child.  Her emotional bond empowered her with super human abilities.  These kind of stories show us that we have extraordinary abilities.  Certain conditions can cause the body and brain to work differently.  Creating conditions in the organization that empowers people to be extraordinary should be the ultimate goal for the Enterprise.

Jane McGonigal wrapped up her session with a great tip about getting a vast collection of research and resources from her website: “Show Me the Science“. Nigel Fenwick (FORRESTER) shared his thoughts about her presentation in The Gamification Of Business.

Super Empowered Employees Jane McGonigal

Jane McGonigal at IBM Connect

You can use the slider to fast forward to the 39 minute mark of this video to see Jane’s presentation.

Watch live streaming video from ibmsoftware at

Achieving the Next Level of Social Business

The current economic conditions, culture shifts, and technology advancements are culminating into the perfect storm set to trigger an innovation explosion that will launch us into the future prepared to solve the world’s most complex problems.  Innovation is the “secret sauce” of business success. Implementing Innovation models in the organization should be a top priority in the Enterprise.

Social Business Innovation

Connecting with Thought Leaders can ensure Social Business Innovation success.  Here are a few important events scheduled in the near future:




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The Social Business of Enterprise Gamification

Social Business Gamification

Unlocking New Levels of Innovation through Collaboration

Enterprise Gamification is the use of game dynamics within organizations to support a collaborative culture that aligns with business objectives.  This creates an agile social business model that can increase chances of success in current competitive markets and future markets.  Applying Enterprise Gamification and implementing game mechanics in enterprise 2.0 platforms plays a very important role in it’s event-driven architecture for capturing the REAL value of enterprise 2.o solutions.  This REAL value is realized by lowering barriers of participation and showing the relationships of people, ideas, and things.  Implementing enterprise gamification strategy should be a part of the complete social business strategy.  Learn more at “The Secret Social Science Sauce of Gamification“.

Demystifying Enterprise Gamification for Business

Gamification describes a series of design principles, processes and systems used to influence, engage and motivate individuals, groups and communities to drive behaviors and effect desired outcomes. Originating from the video game industry, many of these pioneering concepts now play a key role in driving incentive and behavior management for both brands in the consumer world and internal scenarios in the workplace. Enterprise gamification is a user experience (UX) and consumerization of IT (CoIT) trend that will take the market by storm in 2012. Constellation believes that by 2013, more than 50 percent of all social business initiatives will include an enterprise gamification component. Learn more at “Research Summary: Demystifying Enterprise Gamification For Business

Ray Wang @rwang0 of Constellation Research Inc. shares his thoughts about the value of Social Business Gamification in this video from the IBM Connect event.

It’s great to see Ray’s work on gamification over the course of time, all bundled up into a great presentation!  He makes a good point about how Enterprise Gamification is about engaging and influencing behaviors to drive outcomes that support business objectives.  He also includes some gold nuggets about points and virtual currency, along with how Business Models are changing.  The part about the impact of applying game mechanics to Human Resources (32minute mark in this video) is priceless.

Watch live streaming video from ibmsoftware at

Demystifying Enterprise Gamification – Presented by Badgeville

Constellation Research, Inc. believes that by 2013, more than 50 percent of all social business initiatives will include an enterprise gamification component. Brands and enterprises know that motivation and incentive programs can help produce revenue and productivity gains among internal users and external communities. These business leaders also know it can be time-consuming and difficult to streamline, manage and implement such programs. Join Constellation Research, Inc. CEO, R “Ray” Wang @rwang0 and Badgeville @badgeville for an exploration on how organizations can leverage game mechanics to turbo charge engagement, loyalty, and profitability.  Register for this free webinar today.

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Collection of Social Business Predictions & Tech Trends for 2012

The Future of Social Business & Enterprise 2.0

Many Things in Motion

The Collective Intelligence of Social Business

We are about to embark on an innovative journey that will transform the workforce.  This new innovation age will blur the lines of work and play.  Integrating internal and external Social Media into Enterprise workflows to support collaborative business intelligence will become more of a priority.  The future of Social Business will empower the workforce, partners, and customers in the process of co-creation that will drive new levels of innovation across multiple markets.  These new business models will begin to harness the power of Collective Intelligence as the Enterprise explores collaboration beyond it’s main silo, the firewall.

“The whole is greater than the sum of its parts.” – Aristotle

The State of Social Business

Jeremiah Owyang’s “State of Social Business” presentation at LeWeb2011 covers why it is important to have a Social Business Strategy in this video.

Social Business Predictions & Trends for 2012

This year will set the stage for the decade of”radical innovation”.  Everyone may not have flying cars in 2022, but business models as we know them today will seem like ancient cave etchings.  There were several interesting predictions and trends in our Collection of Enterprise 2.0 Predictions & Tech Trends for 2011.  This will be the year of the Social Scientist and Data Artist.

  • Cloud Computing: Implementing cloud computing in the Enterprise and Government will be a prime focus.  This effort will start to mature beyond private virtual clouds and Software as a Service (SaaS) to include Platform as a Service (PaaS), Infrastructure as a Service (IaaS) and exploring Business Process as a Service (BPaaS).
  • Web-Oriented Architecture (WOA): web-oriented architecture extends service-oriented architecture (SOA).  It’s RESTful methods will help support cloud computing across multiple environments and devices.
  • Gamification: This is not angry birds in the workplace, but the use of Game Design Thinking for supporting collaboration and innovation.  Social Scientists will help organizations put an emphasis on psychology over technology to help others achieve the state of flow in business processes.
  • Mobile: Organizations will make real investments into supporting mobile technologies. Tablets and Smart Phones are slowly replacing the standard computers in the workforce.  The use of web-based apps and widgets on mobile devices will become more standard.
  • Big Data: Context will become the new king as organizations leverage internal and external data sources and social networks for business intelligence.
  • Enterprise App Stores & Business Intelligence Dashboards: Understanding information at the speed of business will help ensure success.  Visualizing business intelligence will move from IT departments to business departments.  Technologies like JackBe’s Presto Platform empower business leaders with the ability to “assemble” apps like lego blocks to support business decisions.
  • Identity Management:  Yes, the silos are crumbling and this includes corporate firewalls.  Supporting collaboration and secure communication across multiple environments and devices will have thought leaders thinking beyond firewalls and the use of Secure Socket Layers (SSL).  This shift from “need to know” to “need to share” will drive the use of intelligent point-to-point controls.  Attribute-Based Access Controls (ABAC) and Policy-Based Access Controls with eXtensible Access Control Markup Language (XACML) will be considered as alternatives to Role-Based Controls.  Additional thoughts about Identity Entitlement and Access Management (IdEA) are available at Jericho Forum.

Social Business Thought Leaders on Twitter

This Social Business Thought Leader twitter game board represents people focused on sharing ideas about Social Business Strategy.  Connect with more social business thought leaders on this twitter list: Social Business Strategy Leaders.

Bio: Provocateur, enterprise & disruptive technologist. Biz strategist ,vendor selection,s/ware contracts expert. Constellation Research CEO & Analyst. Club DJ.
Bio: How can we use information technology & what we know about human behavior to empower knowledge workers to work smarter together? e20, SocBiz, KM, ECM, Collab
Bio: Internationally recognized business strategist, enterprise architect, keynote speaker, author, blogger, & consultant on Social Business and Next-Gen Enterprises
Bio: Connector of ideas and people. Fascinated by social dynamics. Principal at @TheCR - The Community Roundtable w @jimstorer and mom to a great toddler.
Bio: Futurist/ Entrepreneur/ Keynote Speaker/ Author and contributor to global brain. A visual slice of my neural activity:
Bio: An ounce of perception - a pound of obscure. Love the edgy dichotomy between risk taking and risk aversion. Collaboration Hornet's nest poker:E20,SCRM,BPM
Bio: Entrepreneur, Enterprise 2.0, Social CRM, Social Business, Europe 2.0, Gov 2.0, New Economic World Order effect in Web 2.0
Bio: Entrepreneur, Founding Partner @Sopima. SaaS, Cloud, Contract Management, E2.0/Social business, ITSM, Innovation, Sustainability, Design, Books. OH-LCH.
Bio: Social Business consultant, strategist and blogger focused on the European market

A Collection of Social Business Predictions & Tech Trends

Update 01/01/2012

Social Intranets in Social Business

Collective intelligence structures that harness network effects improve as more people use them.  Learn more from “Social Intranets in Social Business” by Lee Bryant.

This new innovation age in Social Business will remind us of the Industrial Age, but instead of mining for precious gems of gold and silver, we will be mining for precious gems of knowledge.  Instead of factories that pollute our environment will have idea factories that improve our environments.

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