In SAS, range attribute maps enable you to specify the range of values that determine the colors used for graphical elements. There are various examples that use the GTL to define a range attribute map, but fewer examples that show how to use a range attribute map with PROC SGPLOT.
"Generative AI (GenAI) initiatives should support broader public goals and needs," says SAS' Ensley Tan. While governments recognize GenAI's potential to improve operational efficiency and citizen experience, there is more to it than setting up projects and expecting them to work. Tan, SAS Asia-Pacific Lead for Public Sector Consulting, said public
They say nothing in life is certain other than death and taxes, but there something else I’ve found I can count on from experience: sending out invites for a party on social media only to receive a few affirmative responses and a whole slew of “maybe”. I know my friends
Investment in AI is an obvious target for the insurance sector. Insurers have always been interested in technology that helps detect and prevent fraud and improve underwriting efficiency while speeding processes and reducing – or at least not increasing – costs. But what is the reality in this highly regulated
Managing the explosion of paper documents is complicated and expensive. Intelligent Document Processing (IDP), also known as Document Intelligence, addresses those challenges among other benefits.
Remember the first time you held a smartphone in your hand? It wasn’t just a fancy phone – it was the beginning of a revolution. Before smartphones, we used separate calls, cameras, emails, and navigation devices. But almost overnight, this gadget transformed everything: how we communicate, consume media, work and
Why Ferment at Home? Fermented foods have health-promoting properties, but the store prices or limited selection available to you may have you wondering if you’d be better off making your own. Don’t be intimated by complicated fermentation vessels or the fear of a science experiment gone wrong. I stalled for
As businesses in the UK and Ireland rapidly adopt generative AI, strategic insights from the latest SAS study reveal the roadmap to successful integration and the hurdles to overcome. GenAI is rapidly transforming how businesses operate, innovate, and interact with customers and employees alike. However, as the technology proliferates, so
Everyone has heard it: Your organization needs to be more productive. But how? Businesses are constantly challenged with adopting AI technology, managing rising costs and closing talent gaps. While AI can boost performance, the need for faster, more performant models is often stymied by inefficient handoffs between key roles within
AI is no longer a futuristic concept – it’s a mainstay in our daily lives, both personally and professionally. In the business world, AI is revolutionizing workflows, driving efficiency and speeding up processes. However, as organizations rush to benefit from this modern technology, they must prioritize the ethical and transparent
At SAS, we believe that prioritizing employee well-being is the right thing to do for our people, and it also makes good business sense. Now more than ever, as the lines blur between work and life, employee well-being affects how we thrive at work and in our personal lives. We
A common way to visualize the sample correlations between many numeric variables is to display a heat map that shows the Pearson correlation for each pair of variables, as shown in the image to the right. The correlation is a number in the range [-1, 1], where -1 indicated perfect
Data science continues to be a pivotal force driving innovation across industries. From enhancing customer experiences to optimizing operational efficiencies, the role of data science is expanding, bringing with it new challenges and opportunities. This article explores the emerging trends and technologies that are shaping the future of data science
Ever since generative AI burst onto the scene, it has sparked a whirlwind of ethical concerns. Unlike traditional AI, which typically analyzes and makes predictions based on existing data, GenAI creates entirely new content – videos, text, audio, code and more. This creative power introduces a new level of risk,
A woman arrives at the emergency room with chest pain. She immediately receives an x-ray. While the radiologist looks at the image, her AI assistant flags anomalies in the patient’s lungs – invisible without the technology. The chest pain turns out to be benign, but sophisticated imaging reveals early-stage lung
Everyone is talking about artificial intelligence (AI) for a good reason. It’s already revolutionizing the world as we know it. And governments are well-poised to use AI to improve services and operations. But we can expect the AI conversation to shift into 2025. Attend any conference of government leaders, and
The SAS Championship was on the line. With Padraig Harrington holding a slim two-stroke lead, Sunday’s final round promised to be a heart-pounding affair. Jerry Kelly stormed out of the gate on the final day, carding birdie after birdie. As the tension mounted, the match hung in the balance. The
The INPUT function and PUT function in SAS are used to apply informats and formats (respectively) to data. For both functions, you must know in advance which informat or format you want to apply. For brevity, let's consider only applying a format. To use the PUT function, you must know
Five years ago, there was no conflict in Ukraine. People went into offices for work. No one was fighting over toilet paper. Everyone’s concept of AI was loosely anchored by Hollywood films like Terminator or War Games. And, insurers enjoyed relatively stable profits, consistent inflation/interest rates, and manageable change volume.
The global decline in bee populations has raised alarms worldwide, and Europe is no exception. Almost 30% of European bee species are at risk of extinction, prompting a wave of initiatives to safeguard these crucial pollinators. One such initiative is the Beehive Project, spearheaded by Daan Bijkerk, a data scientist
Witnessing future golfers in action is a rare treat and that's exactly what the SAS HBCU Invitational offers. However, the event is about more than just golf. This year, student-athletes also participated in the third edition of the SAS HBCU Career Day, a key feature of the SAS Championship. The
Another promise of innovation and advancement? Not in 2025. The hype of market disruption and transformation might be the content that catches attention, but it’s not always the most accurate description of the industry. For far too long, industry experts have praised the ideas of future-forward growth and promised year-over-year
As we peer into 2025 looking for signs of what’s to come, one thing is certain – the global banking industry will continue its evolution. Historically, banks have responded to change more slowly; the industry’s risk-averse culture drives a calculated and measured approach. However, the volatility, uncertainty, and challenges of
In SAS, the INPUT and PUT functions are powerful functions that enable you to convert data from character type to numeric type and vice versa. They work by applying SAS formats or informats to data. You cannot fully understand the INPUT and PUT functions without understanding formats and informats in
Inspiring messages, actionable ideas and shared experiences were not in short supply as successful leaders from every industry came together for this year’s women’s events at the SAS Championship. Powerhouse lineups at Women’s Day on Tuesday, Oct. 8, and the Women in Risk Executive (WiRE) Connection on Monday, Oct. 9, gave
I’m all for a good 2-for-1 deal, so if there’s a food I can use as a condiment to jazz up eggs, salads, beans, grain bowls, meat, fish and wraps while offering unique health-promoting properties, sign me up! Enter fermented foods — these functional foods that are created through controlled
SAS software supports two kinds of procedures: interactive and non-interactive. Most SAS procedures are non-interactive. They begin with a PROC statement, include one or more additional statements, and end with a RUN statement. When SAS encounters the RUN statement, the procedure executes all statements, then exits. On the other hand,
Governments and public health care services are trying to keep up with a zillion demands, needing to move at warp speed while dealing with some epic worries –like soaring customer service expectations, budgets tighter than skinny jeans, teams stretched thinner than a cartoon plotline, and workers who could really use
At SAS, we foster a spirit of creativity and encourage new and innovative ideas. Our people love asking, “What if?” to find unique solutions to our customers’ toughest problems, and each year, a number of our employees’ inventions are awarded patents by the United States Patent and Trademark Office. Thanks
A remarkable result in probability theory is the "three-sigma rule," which is a generic name for theorems that bound the probability that a univariate random variable will appear near the center of its distribution. This article discusses the familiar three-sigma rule for the normal distribution, a less-familiar rule for unimodal
