Labeling objects in graphs can be difficult. SAS has a long history of providing support for labeling markers in scatter plots and for labeling regions on a map. This article discusses how the SGPLOT procedure decides where to put a label for a polygon. It discusses the advantages and disadvantages
Humanity collectively creates 2.5 quintillion bytes of data daily, presenting incredible opportunities for organizations—especially those who collect it in the cloud. Cloud-based data offers excellent insights for organizations, including a meaningful look at customer needs and operational improvements. However, these benefits come with risks, especially regarding security. According to IBM
Unleash innovation with diverse viewpoints, creative thinking and personal passions.
This year six teams from Benelux joined the global competition. These teams took on exciting challenges: from unlocking privacy-sensitive healthcare data with synthetic data to optimizing cheese production and much more! With access to the latest SAS software and SAS mentors, they were building innovative solutions to real-world problems. Two
The shift to cloud computing has dramatically transformed how organizations and businesses store, manage and analyze their data. The benefits of this shift are well-known: Moving to the cloud increases the potential to gain more value their data through faster access, greater scalability and cost-efficiency. All plain sailing, right? Not
When you think about life-saving technology, does a statistical computing environment come to mind? Statistical computing environments (SCE) are critical in accelerating scientific discoveries by enabling researchers to manage, process and analyze data efficiently and compliantly, maintaining the utmost regulatory integrity. As life sciences research generates increasingly large and diverse
SAS supports many ways to compute the rank of a numeric variable and to handle tied values. However, sometimes I need to rank the values in a character categorical variable. For example, the values {"Male", "Female", "Male"} have ranks {2, 1, 2} because, in alphabetical order, "Female" is the first-ranked
"For those not knee-deep in the ModelOps process, the process may seem simple," says Ankit Sinha, Director of Product Management at Experian: "You build the model, deploy the model and reap the benefits." But the process starts to become very complex when you're using multiple database systems and data sources
SAS inventors came together on April 24 at The Umstead Hotel to celebrate something completely unique: ideas. Ideas that became patents. 54 of them, to be exact. During his remarks, CTO Bryan Harris dialed in on just how important new ideas are in our current environment. “When you think about
The pandemic caused public health agencies and life sciences companies to scramble to find effective treatments. Exploring the efficacy of existing drugs to treat COVID, an example of what's known as drug repurposing, was an intense focus for Qais Hatim, a Data Scientist at the US Food and Drug Administration
A previous article defines the silhouette statistic (Rousseeuw, 1987) and shows how to use it to identify observations in a cluster analysis that are potentially misclassified. The article provides many graphs, including the silhouette plot, which is a bar chart or histogram that displays the distribution of the silhouette statistic
"Demand planning is a team sport," says Davis Wu, Global Lead of Demand Planning and Analytics at Nestlé S.A. The team at Nestlé includes demand planners, demand analysts and data scientists, who all work together to ensure that Nestlé products remain in stock. Many demand analysts can be seen as
Empirical Mode Decomposition (EMD) is a powerful time-frequency analysis technique that allows for the decomposition of a non-stationary and non-linear signal into a series of intrinsic mode functions (IMFs). The method was first introduced by Huang et al. in 1998 and has since been widely used in various fields, such as signal processing, image analysis, and biomedical engineering.
A new report from the Intergovernmental Panel on Climate Change (IPCC) highlights the pressing need for prompt and resolute action across industries to tackle climate change. The report emphasizes the importance of prioritizing equity, social justice, inclusion and just transition processes to enable ambitious climate mitigation actions and climate-resilient development.
The reverberations of SVB’s collapse continue to be felt in the banking industry. Markets remain jittery and the negative news headlines keep coming. First Republic Bank had its credit rating downgraded into junk territory by S&P Global, causing its share price to plummet by 47 percent before rallying. On the
A customer's initial onboarding journey is often the most interaction they will ever have with a company. This series of touchpoints provide the applicant with their first insight into what being a customer will be like. Unfortunately, disjointed and unconnected processes often create gaps for customers to fall through or
Mental Health Month is an important time to honor and raise awareness around mental illness and mental wellness. Correcting and combating stigma and discrimination, including with data, is one of the month’s major goals. It’s hard to talk about mental health without also addressing substance use disorders (including opioids), homelessness
Assigning observations into clusters can be challenging. One challenge is deciding how many clusters are in the data. Another is identifying which observations are potentially misclassified because they are on the boundary between two different clusters. Ralph Abbey's 2019 paper ("How to Evaluate Different Clustering Results") is a good way
For nearly five years, Anupam Trivedi, Senior Director of Credit Control Services at HSBC, has been on a journey to modernize the bank's decision ecosystem for retail credit lending. Supporting lending decisions for the largest bank in Europe is no simple feat. Overall, the HSBC system processes lending decisions for
The term "partner" is often overused in the technology industry. We partner with cloud providers, we partner with systems integrators, we partner with our customers – and so much more. But when a genuine partnership comes together to build something complex and successful, you can't deny the importance of that
SAS' Ji Shen introduces you to an effective solution for modeling and forecasting count time series.
As businesses continue to evolve and adapt to the changing landscape of the global economy, decision-making has become increasingly complex. To stay competitive and meet the growing demands of customers, businesses must adopt new technologies and strategies to streamline their operations and enhance the customer experience. This is where AI
As a dietitian/nutritionist the majority of my focus is on how food impacts our bodies and our health. But it is so important to also recognize the global impact of our food choices. We need to not just include our health in the decision, but also the biodiversity of the
At SAS, where you start doesn’t have to be where you end; and there’s ample opportunity for internal career mobility. But don’t take our word for it – hear it from people like Blake Sheldon. Blake’s been at SAS for almost nine years, and during that time he’s held four
A lot of programmers have been impressed by the ability of ChatGPT, GPT-4, and Bing Chat to write computer programs. Recently, I wrote an article that discusses an elementary programming assignment, called FizzBuzz, which is sometimes used as part of a hiring process to assess a candidate's basic knowledge of
What do you get when you mix leaders from every industry, a hall-of-fame basketball coach and a best-selling author together in three days? SAS Innovate in Orlando, of course. As organizations navigate this changing economic landscape, many are turning to analytics and AI to help them stay ahead of the
This blog post was originally published in 2019 but recently I have been speaking with a number of parents who are struggling to parent as a team. It seems like a good opportunity to revisit this topic. There are a few common ways that parents find themselves on different pages:
Recently, I learned about an elementary programming assignment called the FizzBuzz program. Some companies use this assignment for the first round of interviews with potential programmers. A competent programmer can write FizzBuzz in 5-10 minutes, which leaves plenty of time to discuss other topics. If an applicant can't complete the
The technology world never stands still, and transformation and change are constant. With that in mind, spending some time thinking about the why, what, how and when of a move to the cloud and Viya 4 is a worthwhile activity.
The SAS 9 Content Assessment is a collection of applications that are designed to help users understand the various characteristics of their deployment. SAS Content Assessment delivers information that is critical to helping you to upgrade to the latest version of SAS (Viya).
