Archive for the ‘BI’ Category

Online Data Visualization: Tableau Public Released Today

Thursday, February 11th, 2010

A special thank you goes to Elissa Fink of Tableau for providing me with a demo of Tableau Public.  With being a big fan of Tableau desktop, it should be no surprise that Tableau Public impressed me for many of the same reasons I like the desktop version.

tableau-public-homepage-screen-shot

Today is the official release of Tableau Public and the latest version of Tableau Desktop 5.1.  Below you will find some quotes from today’s press release:

SEATTLE, WA, February 11, 2010 – Tableau Software today launched a new product that brings public data to life on the web. Tableau Public, available for free, lets anyone who posts content to the web easily create interactive visualizations and publish them to blogs, web sites, Twitter feeds or anywhere online. Instead of viewing static charts or tables, Tableau Public lets people answer questions and share data interactively on the web.

Current alternatives for sharing data online are clumsy. Typically, data is pasted into tables and lists, or posted as files or catalogs that are difficult to use. Available at Tableaupublic.com, Tableau Public is helping to solve this challenge – bringing data to life on the web for ordinary people. With its interactive visualizations and dashboards, Tableau Public helps people start conversations based on data that is useful, beautiful and shareable. No special plug-ins are required, all that’s needed to see and use the data is a web browser.

In conjunction with the general availability of Tableau Public, the company is also releasing today Version 5.1 of its Tableau Desktop and Tableau Server product suite. Version 5.1 provides more analytic richness, better publishing, and increased scalability and performance. Analytical features include reference bands that provide context to a user’s analysis, bullet charts to evaluate related data, and intelligent data labels to call out the most critical data. New publishing features include rich formatting, streamlined toolbar design, more filter options, and a flexible layout.

I have yet to try out the newest version, 5.1, but I did see that it will have the ability to produce Stephen Few’s famous Bullet Charts without any tricky workarounds.  I can tell you that I’m excited to start using version 5.1.

(more…)

Online Data Analysis and Visualization Tool [Poll]

Tuesday, February 2nd, 2010

Not too long ago, I got a tip from someone on Twitter with a link to a site called Verifiable.com.  Upon further investigation, I learned that this site is similar to Manyeyes.com in that you can upload a data set and, using the tools on the site, create data visualizations. 

At first glance, the site seems somewhat plain.  After digging into what the site is about, I quickly learned that they utilize sound and popular theory in the data visualization field.  On their about page, the first line that explains the features is:

“A clean, low-chartjunk philosophy — no shadows, no pie charts, no 3-D bar graphs, just the ink you need. [verifable.com]”

Well, simply reading that peaked my interest because they use similar principles that I follow when creating charts/graphs.  No frills.  I like the fact that you can create charts that don’t have excessive grid lines, shadows, weak labeling and limited charting options.  Below you will see a few examples from their site.  You can also follow the links to see the visualizations in an interactive environment.  As you will see, there is a lot of data (hover over), many different options and some good visuals.  Granted some of the charts I had no idea what they were trying to show, but in general this site gives you a seemingly good tool to apply charting/graphing best practices.

Major League Baseball Payroll Efficiency 2006-2008 

[Interactive version]

U.S. Unemployment Rates by Education, 1992-Latest

[Interactive version]

Verifiable also offers a Pro version of their tool where you can keep your data and visualizations private and receive premium support.  The cost is minimal with the Pro version going for $29.95/year. 

I didn’t try to upload a data set to give the site a full trial, but it definitely looks interesting.  I am not sure how much demand there is for online data visualization using a tool like Verifiable.

Business Intelligence Vendor Size is Important

Tuesday, December 1st, 2009

The most recent copy of Information Management had the image below on page 8.  What’s funny is the person figure on the left looks like it’s wearing pants.  Oh wait, those aren’t pants, the blue is part of the data visualization.  The person on the right looks to be wearing orange work boots or ski boots for that matter.  The article by Julie Langenkamp is interesting and discusses how small vendors tend to rank much higher than large vendors in product support and other areas.

Person chart

[image source]

112009_pendse_fig2 

[image source]

It appears that small vendors scored better than large vendors in every single category of complaints as shown in the chart above.  In the chart below, you will see that small vendors appeared to provide more benefit to the customer/client than large or medium vendors.

Benefits

[image source]

There’s a lot more to the article if you are interested in business intelligence. 

Heat Map for Excel

Thursday, June 4th, 2009

Question: Would you pay $1,295 to be able to create this heat map (below) from an Excel spreadsheet?   If so, a company called Lab Escape has a product that will do the trick.  Oh yeah, if you want to be able to view [interactively] the output of the standard version software, you need the viewer version that only runs a mere $495.

Taken directly from their site, they claim the benefits of heat maps are:

  • Increase Agility – Improve business agility through quicker analysis, better decisions and more effective communication.
  • Reduce Risk – Rapidly identify trouble spots, before they are out of control
  • Maximize Value – Ensure that attention and resources go where they bring the best return.
  • Identify Opportunities – Discover underlying trends that point to high-value opportunities.

Heat Map

[source]

I don’t really mean to pick on this company; it’s just the one that I got an email about today.  I think the power of heat maps is actually part of its ineffectiveness, which is too much data.  The benefit of a heat map is suggested to be that you can fit a lot of information in a relatively small visualization.  If you were to create the same data using a bar chart, it would take up a few pages.  The downside of this heat map is there is too much going on with it.  The only information I can make out of it are the large outliers.  Ironically, the same is probably true if you were to create a visualization using a bar chart.  At least you would save $1295 by using a standard bar chart in Excel versus this software.

This heat map shows a ton of data where size and color of the boxes matter.  Intuitively, the bigger the box, the larger the number must be, right?  But what the heck to the colors stand for?  I cannot tell.  Also, note the logo images within the boxes – they make the label and value very hard to read.

Do you see value in heat maps?  Is this just a bad example that uses too many data points?  Please share your thoughts.

Stephen Few On New Data Visualization Book [Interview]

Thursday, May 21st, 2009

In just over a week, on June 1st, Stephen’s new book on data visualization for quantitative analysis will be released.  The date has not been updated at Amazon as of writing this, but was confirmed by Stephen per the last update post.  Recently, I had the chance to catch up with Stephen and we discussed the new book along with some of the great content.  The official title is: Now You See It: Simple Visualization Techniques for Quantitative Analysis.  Below are some questions I asked him and his answers. 

now-you-see-it-book 

1. What inspired you to write this book?

I was inspired to write this book by the same thing that inspired me to write the other two: a need that wasn’t being addressed. In this particular case, the need is for people to develop data sense-making skills. People throughout organizations are responsible for this to some degree, but few have been trained. Most analyses that are done in the normal course of business can be handled using simple visual analysis techniques that anyone can learn, but few people have. They haven’t, because until now no resource existed that they could turn to. Plenty of available resources teach statistics, but nothing teaches the simple and practical methods that rely on our eyes to explore and make sense of quantitative data.

2. What makes this book different from "Show Me The Numbers"?

Show Me the Numbers focuses on effective ways to present quantitative information using tables and graphs. Now You See It focuses on effective ways to explore and make sense of quantitative data. Before you can present data, you must figure out what it means. This new book will help people discover and understand the stories that live in their data more quickly and thoroughly.

3. A common question about your past books, what software did you use to create the visualizations in this book?

I used Excel to create most of the examples in this book, not because it’s great visual analysis software—it isn’t—but because everyone has Excel and I wanted most of the analytical methods that are taught in the book to be accessible to everyone. Probably about a third of the examples illustrate visualizations and techniques that require better visual analysis tools than Excel, including Tableau, Spotfire, Panopticon, JMP, Advizor Analyst, and R. I included these to show people how much more they could do if they had a better tool. The techniques that require better software aren’t difficult, but they either involve graphs that aren’t available in Excel (for example, box plots) or ways to dynamically interact with data that Excel doesn’t support.

4. The Amazon description says it’s valuable for those trying to understand business data.  Would those outside of the corporate/business sector benefit from this book?

The data analysis techniques that I teach in this book apply to data of all types, not just business data. Just as in Show Me the Numbers, most of the examples that you’ll find in Now You See It involve business data because most of my readers are businesspeople, but everyone who works with quantitative data in the non-profit sector, government, academia, or anywhere else will find this book easy to understand and applicable to their work.

5. What specific question or problem does this book help solve for a reader?

The primary questions that Now You See It addresses are:

  • What aptitudes, attitudes, and skills are needed to analyze data effectively?
  • What are the basic types of quantitative data analysis?
  • For each type of analysis, what are the most effective graphs for visualizing the data?
  • For each type of analysis, what patterns in the data are most meaningful?
  • For each type of analysis, what are the most effective ways to interact with the data to bring the meaningful patterns to light?
  • What are the most effective ways to navigate through the process of analysis?
  • What should software tools do to help us to explore and analyze data effectively?
  • How should software be designed and function to support us in these useful ways?
  • What are the most promising trends that will take visual analytics to the next level of productivity?

6. If someone doesn’t use Microsoft Excel, should they pass on this book?

Assuming that you have some software tool available to you that can be used to view, explore, and analyze data visually that is as good as Excel or better, this book was written for you. If you don’t currently have such a tool, this book will reveal what you need in a tool, so you can get a good one and get started.

7. The title of the book, “Now You See It: Simple Visualization Techniques for Quantitative Analysis” suggests that this book may be an introduction to data visualization.  If someone is at a more advanced level, will they benefit from this book?

People who are already experts in visual analytics will already know much of what I teach in this book. No one who exclusively uses Excel for data analysis is already an expert in visual analytics, however, because Excel doesn’t support many of the most useful and powerful visualizations and functions of visual analysis. Even most people who are well trained in statistics will benefit from this book, because most courses in statistics don’t teach many of the analysis techniques that are necessary when you need to explore and examine trends, patterns, and exceptions with your eyes, not just as a number produced by a statistical formula.

8. Who designed the cover, it’s really exquisite?

I’m glad you like the cover. As you can imagine, as someone who’s involved in visual design, I want book covers that emulate the design principles I teach but are also compelling in a way that says “Pick me up and take a look” when they catch people’s eyes. I think Keith Stevenson accomplished this beautifully with his cover design. Keith and I became acquainted originally as we exchanged opinions about wine in a local wine bar. He works as a graphic designer at the University of California, Berkeley.

9. What’s one thing that the average person doesn’t know about Stephen Few that you can share?

Perhaps the fact that people are most surprised to learn about me is that I started my professional life as a minister. My personal and professional journey since then has taken a long and winding road. What remains of those days, I suppose, is the fiery passion that I bring to my work.

10. Is there going to be a book signing tour?

I’m still waiting for my invitation from Oprah. Until she puts me on her book list, I’ll continue to assume that a live tour would mostly give me a chance to catch up on my reading. Come to think of it, that’s not such a bad idea.

Related Books:

  1. Show Me The Numbers: Designing Tables and Graphs to Enlighten, Stephen Few
  2. Information Dashboard Design: The Effective Visual Communication of Data, Stephen Few

There are referral links within this post to Amazon. However, there is no endorsement from Stephen Few for this post or any reference to his books.

Excel and Project Gemini

Thursday, May 7th, 2009

Project Gemini is due to be released with the 2010 version of Excel as a free add-on.  The two videos below are a little dry and hard to see.  But there are a few things that caught my attention very quickly.  Also, Mr.Excel did a podcast on this a little while back in episode #975.  The things I liked were:

  • Ability to slice and dice using 20 million rows of data on a fairly basic PC (not server)
  • The other was how quickly you can filter on 20 million rows
  • Create Pivot tables quickly with 20 million rows and on the fly
  • It’s free and will be included in Excel 2010

Here is another demo using Gemini and SharePoint.

[thanks to SmartData Collective]

What do you think? Do you think this is a huge breakthrough or just Microsoft/Excel getting with the times?

U.S. Infrastructure Dashboard

Wednesday, February 25th, 2009

Smart bridge technology – it’s unfortunate this wasn’t in place before the 2007 bridge collapse in Minneapolis.  When you think of data analysis, information and data visualization, and dashboards, it doesn’t have to be limited to business and corporations.  With nearly $500 Billion potentially allocated to infrastructure in President Obama’s stimulus bill, the Department of Transportation and technology companies could be teaming up to bring us "smart" bridges that will alert us to potential hazardous conditions.

Smart Bridge

[source]

Some of the data provided by the sensors (per the article) in the bridge that could be presented in a dashboard type display is:

  • Concrete temperature
  • Vibrations
  • Corrosion
  • Ice buildup
  • Traffic monitoring

Actionable analytics is what helps set corporations ahead of the pack.  There’s no reason we can’t bridge (pun intended) the gap to bring better technology and analytics to infrastructure and other non business sectors.

One of the enhancements to current bridges is a sensor that activates sprinkler heads in the pavement that would spread an anti-icing (potassium acetate) solution to prevent the bridge surface from forming ice.  This technology could make the signs reading "bridges freeze first" obsolete.

Fun fact: $500 Billion is more than the amount spent to build the entire Interstate Highway System in today’s dollars.

Information Management (2 of 2)

Wednesday, February 18th, 2009

Below you will find a few images from the recent copy of Information Management in regards to Analytics [source].  A little bit over a year ago, I posted about the most desirable traits of recent graduates with analytics being third.  It’s no surprise to me that if you want to be successful, get a good job, and keep a job that having powerful analytic skills will be the key.

At least a third of companies surveyed stated they have a shortage of analytic talent!

Fifty percent of them said the shortage will be more significant in 12 months!

Analytical Talent 1

Sixty-three percent of the companies surveyed stated they need to increase their analytic capabilities!

Analytical Capabilities

 

A little less than half of all business decisions are still made based on judgement…

 Decisions

Information Management (1 of 2)

Monday, February 16th, 2009

As early as 2007, I stated that I really enjoy reading my DM Review periodical.  Just recently, I received a copy of Information Management, which I learned is now formerly DM Review.  I really didn’t know until receiving the magazine that the title had changed.  You can find more about this at Information Management’s web site.  What didn’t change is the great content they provide on a bi-monthly schedule.  Some of the authors and topics covered are:

  • Analytics
  • Business Intelligence (BI)
  • Performance Management (CPM)
  • Data Governance
  • Data Integration
  • Data Warehouse
  • ETL
  • Data Quality
  • Enterprise Information Management (EIM)
  • Master Data Management (MDM)

Besides the print edition of the magazine, Information Management also offers free: Ebooks, web seminars, white papers and newsletters around the topics above.  Check them out and let me know what you think.  If you are already a subscriber, let me know what you think.

Info Mgmt

Some of the past editions have featured:

Later this week I will reveal what Information Management discussed around analytics in the current issue.  Stay tuned!

Google Gadget – Business Intelligence Application

Monday, January 5th, 2009

One point in this video that made me happy to hear is that others realize that companies are not cutting back on analytics and technology related to better data and analysis programs.  For the last few years, I have personally seen money being moved into areas of analytics for all departments that help management understand their business better.  Another point that I want to reiterate is the improper use of the term reporting and the term analytics because they are vastly different, yet some many people use them interchangeably.

David, who pointed me to this video, asked me my thoughts on this product called NovaView by a company called Panorama.  What Panorama was able to do was integrate its technology with Google Spreadsheets.  Just by seeing the demo and checking out the web site, I am not really that impressed by the software.  The data visualization choices are limited and are candy coated just like almost every product on the market. 

What I did like about the product was that there is a free version that would accommodate roughly 90% of the users.  In the video, the interviewee says that this product is for the non-power users of Excel that need a better tool that is easy to use.  I happen to be in that power user category and know a little more than the average person about data visualization.  So my findings may not be in the majority.  Also, I did like the fact that a user can embed the visualization into a blog or web page, which can only be done in an image format with Excel.  This feature would allow people to interact with data versus just having it static.  Until I actually use the product, I can’t claim the speed of processing or ease of use.  I’m not sure it comes close to a product like Tableau, but it is free and integrated with Google.

It seems that many folks are figuring out much quicker what Microsoft is taking so long – the need to collaborate on spreadsheets and post on the web.

Here are some links to the company and its tools.

Panorama

NovaView Analytics

NovaView Dashboard

Google Gadget – Panorama

Thank you to David for the link!

What do you think?