The SAS Quality Knowledge Base (QKB) is a collection of files which store data and logic that define data cleansing operations such as parsing, standardization, and generating match codes to facilitate fuzzy matching. Various SAS software products reference the QKB when performing data quality operations on your data. One of
Historically, generations could expect to experience one – maybe at best – major technology disruption or transformation in their lifetime. That’s simply not the case today. Today it is more difficult than ever before to know what will transform the technology landscape in the next month or the next year.
I’m a productivity junkie! Living in a culture where productivity is highly valued, cutting corners on sleep is often a life survival skill. We’ve been trained to function this way (at least in the US) for over 50 years. As a result, being tired and fatigued is the status quo
“What we are experiencing from analytics today is nothing short of a revolution,” said CEO Jim Goodnight, who spoke at Analytics Experience 2016 and set the stage for the conference’s executive panel. “Right now, my primary mission is to ensure people understand the limitless possibilities that lie before us, given
In Part 1 of this two-part series, I defined data preparation and data wrangling, then raised some questions about requirements gathering in a governed environment (i.e., ODS and/or data warehouse). Now – all of us very-managed people are looking at the horizon, and we see the data lake. How do
I jumped down the rabbit hole of essential oils (EOs) and aromatherapy ~18 years ago and never looked back. Smell is one of the strongest connections we have to memory. My first experience with essential oil occurred during a massage when the therapist used Lilac. I immediately thought of my
Oh, man! What's happening? I just can't figure out what's going on. I'm tired. Exhausted actually. I don't feel well. I just want my energy back! We've all been there. Sometimes more often that we'd like. Sounds like it's time for a reboot. How do we reboot the human body?
In this post, I will show you how to control the order of the entries in a legend and explicitly control the correspondence between groups and style elements in PROC SGPLOT. In many cases, the colors that are used to differentiate groups do not matter--the graph simply needs to display
Who says machine learning can't be fun? A crew of us from SAS went to San Francisco for the recent KDD conference, which bills itself as "a premier interdisciplinary conference, [which]brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data." We brought
SAS releases regular updates to software products in the form of hot fixes and maintenance releases. Hot fixes are SAS' timely response to customer-reported problems, as well as a way to deliver occasional security-related updates that can affect any software product. At SAS we call them "hot fixes." Other companies
You've seen the QR codes that you can just scan in with your smartphone's camera, rather than writing down a web URL or other information, right? But do you know how to create your own QR code? Here's an easy way to create them, using SAS... You're probably familiar with
Data governance can encompass a wide spectrum of practices, many of which are focused on the development, documentation, approval and deployment of policies associated with data management and utilization. I distinguish the facet of “operational” data governance from the fully encompassed practice to specifically focus on the operational tasks for
The IT industry is littered with examples of short-lived corporate partnerships and alliances that often appear impressive but regularly end or are withdrawn after the initial enthusiasm wanes. The old adage that “actions speaker louder than words” is especially pertinent and I regularly encourage clients to look for tangible examples
One of the strengths of the SGPLOT procedure in SAS is the ease with which you can overlay multiple plots on the same graph. For example, you can easily combine the SCATTER and SERIES statements to add a curve to a scatter plot. However, if you try to overlay incompatible
The internet of medical things, spurred by the advent of wearable sensors, has dramatic consequences in industry, healthcare, and analytics, just as the advent of the internet of things and analytics has consequences in education. When I began my internship at SAS in May, I knew little about the internet of
The technology breakthrough during the last years have brought an increase in insurance fraud and, as a consequence, they are changing the landscape in the sector. From Pricing Comparison Websites (aggregators), to Telematics and Usage Based Insurance, to Internet of Things, the increasing demand for Cyber Insurance and new Peer
If you’re doing data processing in the cloud or using container-enabled infrastructures to deploy your software, you’ll want to learn more about SAS Analytics for Containers. This new solution puts SAS into your existing container-enabled environment – think Docker or Kubernetes – giving data scientists and analysts the ability to
As teachers, we lean into our experience. We trust our judgment about students and our instruction. We trade teaching stories with colleagues. And increasingly, we examine student growth data that illuminates our practice and occasionally suggests we refine our approach to individual students. In the past decade, states and districts
For a SAS professional, presenting at SAS Global Forum 2017 can be a very rewarding. It can enhance your conference experience, help expand the knowledge of the broader SAS community, and advance your career by putting you on display as an expert SAS professional. It can also be a little
A good data analyst has to be focused, methodical, creative, rigorous, analytical and more when doing their work. If that is not enough, when presenting their work the wisdom of a philosopher may be required. It seems the requirements do not stop. The analyst is wise to remember the words
Next week, Work/Life, HCC, and RFC will hold the first ever Sleep Transformation challenge for SAS employees and their adult family members. As part of a series of blogs on sleep by the Work/Life staff, today’s topic is Children and Sleep. Like adults, many children do not get enough
As you may know, Work/Life is partnering with RFC and HCC to launch a Sleep Transformation next month, so I thought I would focus this month’s blog on the importance of sleep for older adults with dementia. We are all aware of the importance of a good night’s sleep,
My friend and colleague Charlie Chase, author of the new book Next Generation Demand Management, has developed a 2-day course to go along with the book. The course is part of the SAS Business Knowledge Series, and is being offered in Chicago, October 19-20. Here are the details: Next Generation
Time series machine learning techniques show great promise for the analysis of health care wearable data. As our busy lifestyles render continuous monitoring more and more essential, the need to analyze data to find correlations between these data streams becomes even more important, because they can provide important cues to
Lately I've been binge-watching a lot of police procedural television shows. The standard format for almost every episode is the same. It starts with the commission or discovery of a crime, followed by forensic investigation of the crime scene, analysis of the collected evidence, and interviews or interrogations with potential suspects. It ends
CRM data - the new currency of Programmatic Marketing Marketing drives trade and trading with marketing is increasingly profitable. Companies not only advertise their own products, but also see a potential in marketing the products of non-competitors. Customer Intelligence is the new currency of the digital era. It is obtained
In the past, a large percentage of US workers have been union members, and the unions could exert a big influence on elections. How powerful are the unions these days, an where do they wield the most influence? Let's map it out... In 1954, almost 35% of US workers belonged to
The article uses the SAS DATA step and Base SAS procedures to estimate the coverage probability of the confidence interval for the mean of normally distributed data. This discussion is based on Section 5.2 (p. 74–77) of Simulating Data with SAS. What is a confidence interval? Recall that a confidence
.@philsimon chimes in on new data-gathering methods and what they mean for analytics.
No really, don't get up. If you are curious about yoga and want to try a gentle practice, chair yoga may be just what you need (even if you don't know it yet). Whether you are in a desk chair, a conference room chair, or a wheel chair, you can sit and simultaneously become more fit. The
