Operationalizing data governance means putting processes and tools in place for defining, enforcing and reporting on compliance with data quality and validation standards. There is a life cycle associated with a data policy, which is typically motivated by an externally mandated business policy or expectation, such as regulatory compliance.
My son is in high school and plans to take the ACT, a standardized test to assess college aptitude and readiness. My wife asked, "What is a good score for the ACT?" I didn't know, but I did a quick internet search and discovered a tabulation of scores for the
➤ DISCLOSURE! In June 2018 Google introduced changes to the way it handles its Maps platform. They now require API key in order to embed a map, plus Google Maps "projects" must now be associated with a billing account. Unless these new Google rules are met, Google maps described in
I was born in Florida and I like to think I'm a water baby. I love the way water feels so restorative and relaxing when my body needs a break from all the impact I put it through. I also love that swimming and water walking feel so relaxing, yet
Fun ideas for Children and Older Adults to do Together When my daughter was a year old my mother had a stroke. Since my mother was my child care and then she needed help, I stopped working so I could care for them both. My daughter got to spend most of
Big data is a popular topic, with multiple articles about the analysis of the same. Today, "Big Data" is measured in multiple of Tera Bytes, and SAS provides special software for analysis and visualization of Big Data - Visual Analytics. When data is very big, it may be meaningless, let alone inefficient, to plot
Technology has brought the world a great deal of good, but the downside is that we’re increasingly vulnerable to some seriously scary stuff: Terrorists taking control of airplanes through the in-flight entertainment system. Governments breaking into secure systems and stealing identities. Thugs messing with the steering of self-driving cars. When
Recently a SAS customer asked how to Winsorize data in SAS. Winsorization is best known as a way to construct robust univariate statistics. The Winsorized mean is a robust estimate of location. The Winsorized mean is similar to the trimmed mean, and both are described in the documentation for PROC
In a SAS Environment there is a lot of metadata, metadata about configuration such as server definitions, users, groups and roles and metadata about content like data, reports and jobs etc. SAS Administrators often want to report on metadata. They want to know what reports have been developed and where they are stored, what
Dust off that old aphorism about an ounce of prevention. Oil companies applying analytics for predictive maintenance can see a substantial downtick in the unanticipated equipment repairs that quickly eat into an oil well’s profitability. Maintenance is far from a trivial concern in the oilfield. A pumping oil well is
Guess what? Data governance can be considered a bottleneck and a bothersome activity at some organizations. So let’s discuss how NOT TO BE the BOTTLENECK. Defining what the data governance initiative will entail is very important here.
Update: The winning sessions are Data mining - open source integration with SAS and Forecasting - multistage models for highly seasonal and/or sparse demand series. Get registered for the conference today. We'll see you in Las Vegas! __________________________________________________________________________________________________________________________________ The Analytics 2015 conference in Las Vegas, Oct. 26 and 27 is designed for
Little known fact: My dad started teaching me how to drive (stick-shift) at age 12 and the first episode was an emotional disaster…for both of us. I don’t think my Dad had thought this through. He was introducing me to all aspects of driving (steering, braking and accelerating with a
As my colleague Margaret Crevar recently wrote, it is useful to know how long SAS programs take to run. Margaret and others have written about how to use the SAS FULLSTIMER option to monitor the performance of the SAS system. In fact, SAS distributes a macro that enables you to
During the week of July 13-17, 2015 most optimization experts will attend the 22nd International Symposium on Mathematical Programming (ISMP2015), which is this year's most important optimization conference. Several members of the SAS/OR team will attend. We will give various talks during the week, here is our schedule.
The smart grid is a technology infrastructure that adds intelligent capabilities to the electricity distribution system. When you apply analytics to the smart grid data, you can automate and improve operations, maintenance, planning and customer satisfaction - among other processes. As utilities continue to upgrade meters, transformers, and add new sensors and equipment,
Bald eagles, the national bird of the United States, came perilously close to becoming extinct here, but are now making a comeback! Let's look at the data with a SAS map! When I was growing up in the 1970s & 80s here in North Carolina, I spent a lot of time
With all of the discussion about big data these days, it is easy to think that every problem is a big data problem. Yes, there is a lot of data out there these days, and of course we all love a nice big data set, but you don’t always need
One of the great things that the new Data Mart will do for you is combine data from all the machines found in a multi-machine deployment into one storage area, where it is used to create many of the reports found in the Report Center. This capability began with the 14w41
.@philsimon on whether companies should apply some radical tactics to DG.
The insurance industry is heading for a crisis. Depending on which report you read the insurance industry is facing a shortfall in job vacancy from anything from 40,000 to nearly half million in the next few years. Baby boomers in specialized jobs like underwriters and claims adjusters are retiring and insurers
As monsoon season begins, many Nepal earthquake victims have shelter over their heads thanks in part to an unlikely intersection of two SAS global development projects. The first project is with the International Organization for Migration (IOM). IOM is the first responder to any crisis that displaces people. IOM provides
I've seen some crazy process flows in SAS Enterprise Guide. Crazy-big, and crazy-complex, used by real customers to accomplish real work. But while these process flows represent a ton of work, this is usually a calculated investment to automate processes that would be difficult to capture in another way. For
I just spent much of the past week watching and trying to ride waves on the North Carolina coast. Small waves, mind you, nothing spectacular and certainly nothing that you would consider edgy or life-altering. Nothing that big wave surfers like Laird Hamilton, Garrett McNamara and others of their substance
We’ve all heard that dark leafy greens are good for us. Did you know that dark green leafy vegetables, calorie for calorie, are considered one of the most nutrient-dense foods available!
You've probably heard of a random walk, but have you heard about the drunkard's walk? I've previously written about how to simulate a one-dimensional random walk in SAS. In the random walk, you imagine a person who takes a series of steps where the step size and direction is a
This is my second blog on the topic of anonymization, which I’ve spent some time over the past several months researching. My first blog, Anonymization for data managers, focused on the technical process. Now let’s dive into the role for analysts, report designers and information owners. To analysts and reporting
This SAS author tip is from Robert Virgile, author of “SAS Macro Language Magic: Discovering Advanced Techniques”. It actually came about when a reader posted a comment on one of Virgile’s blogs. Thank you to that reader for their comment! Technically, %INCLUDE is not part of macro language. Yes, it
As you travel around the world, do you know where English, French, Spanish, and Arabic are spoken? This blog will help you quickly answer that question, with some cool SAS maps! But first, here's a picture of my friend Joy posing beside an interesting sign during one of her international
Yes. But since this post needs to be more than a one-word answer to its title, allow me to elaborate. Data governance (DG) enters into the discussion of all enterprise information initiatives. Whether or not DG should be the opening salvo of these discussions is akin to asking whether the
