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Programming Tips

Strengthen your programming skills with tips and techniques from the experts

Data Visualization | Programming Tips

Robert AllisonSeptember 25, 2019 0

Graphing the record unemployment in California and New York

Lately we've been hearing a lot about "record low unemployment" in the news. Being a data guy, I wanted to see it for myself. Follow along as I create some custom unemployment graphs from the official data for California and New York (two of our most populous states). Or, if

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Analytics | Programming Tips

Rick WicklinSeptember 25, 2019 0

Solve many optimization problems

One of the strengths of the SAS/IML language is its flexibility. Recently, a SAS programmer asked how to generalize a program in a previous article. The original program solved one optimization problem. The reader said that she wants to solve this type of problem 300 times, each time using a

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Programming Tips

Ajmal FarzamSeptember 19, 2019 0

Using Python to run jobs in your SAS Grid

One of the features of SAS Grid Manager (and SAS Grid Manager for Platform) introduced in SAS 9.4 M6 is the capability for the grid provider software to handle open-source workloads in addition to traditional SAS jobs. In this post, we’ll take a look at the steps required to get your SAS Grid Manager environment set up to utilize this functionality, and we’ll demonstrate the process of submitting Python code for execution in the SAS Grid.

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Data Management | Programming Tips

Leonid BatkhanSeptember 16, 2019 0

How to retrieve contents of a SAS® Scalable Performance Data Server library

Just when you think you’ve seen it all, life can surprise you in a big way, making you wonder what else you've missed. That is what happened when I recently had a chance to work with the SAS® Scalable Performance Data Server, a product that's been around a while, but

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Analytics | Data Visualization | Programming Tips

Rick WicklinSeptember 16, 2019 0

The Hull moving average: Implement a custom time series smoother in SAS

A moving average is a statistical technique that is used to smooth a time series. My colleague, Cindy Wang, wrote an article about the Hull moving average (HMA), which is a time series smoother that is sometimes used as a technical indicator by stock market traders. Cindy showed how to

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Data Visualization | Programming Tips

Robert AllisonSeptember 11, 2019 0

Plotting NC's 2019 special election results on a map

Yesterday we had a 'special election' here in NC, to elect new members to the House of Representatives for Congressional Districts 3 and 9. The election got a lot of national news coverage, therefore I thought people might like seeing the results plotted on a map. Before I decided to

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Advanced Analytics | Analytics | Learn SAS | Machine Learning | Programming Tips

Nelson Grajales

Nelson GrajalesSeptember 9, 2019 0

Machine learning with SASPy: Exploring and preparing your data (part 1)

SASPy is a powerful Python library that interfaces with SAS and can help with your machine-learning solutions. SASPy was created for Python programmers to leverage the power of SAS within their Python scripts. If you are not familiar with SASPy, see the following resources: Introducing SASPy: Use Python code to

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Analytics | Data Visualization | Programming Tips

SAS UsersSeptember 9, 2019 0

SAS Viya: Package for Python API for deep learning and image processing: DLPy

Editor's Note: This article was translated and edited by SAS USA and was originally written by Makoto Unemi. The original text is here. SAS previously provided SAS Scripting Wrapper for Analytics Transfer (SWAT), a package for using SAS Viya functions from various general-purpose programming languages such as Python. In addition

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Programming Tips

Chris HemedingerSeptember 5, 2019 0

How to publish to a Microsoft Teams channel using SAS

If you use Microsoft Teams for collaboration, you should use it for operational messages too. You can use SAS to automate tailored notices to your Teams Channel.

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Analytics | Data Visualization | Programming Tips

Rick WicklinSeptember 5, 2019 0

Use cosine similarity to make recommendations

When you order an item online, the website often recommends other items based on your purchase. In fact, these kinds of "recommendation engines" contributed to the early success of companies like Amazon and Netflix. SAS uses a recommender engine to suggest articles on the SAS Support Communities. Although recommender engines

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Learn SAS | Programming Tips

Beverly BrownSeptember 4, 2019 0

YouTube.com/SASusers: a pop of personality

Editor's Note: SAS' Evan Mann contributed to this post. First came SAS' reputation as a great place to work. Next came a storytellers article series offering a glimpse of the people behind the brand. Now there's the SAS Users YouTube Channel, where tutorial videos provide a window into some of

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Data Visualization | Programming Tips

Robert AllisonSeptember 3, 2019 0

How to plot hurricane data on a map

As we're in the thick of hurricane season, I'm sure some of my fellow map-makers are wanting to create their own custom hurricane maps. In this blog post, I step you through the process, so you'll know where to find all the pieces, and how to put them together. I

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Analytics | Data Visualization | Programming Tips

Rick WicklinSeptember 3, 2019 0

Cosine similarity of vectors

An important application of the dot product (inner product) of two vectors is to determine the angle between the vectors. If u and v are two vectors, then cos(θ) = (u ⋅ v) / (|u| |v|) You could apply the inverse cosine function if you wanted to find θ in

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Data Visualization | Programming Tips

Rick WicklinAugust 28, 2019 0

Annotate features of a schematic box plot in SGPLOT

A SAS programmer asked an intriguing question on the SAS Support Communities: Can you use SAS to create a graph that shows how the elements in a box-and-whiskers plot relate to the data? The SAS documentation has several examples that explain how to read a box plot. One of the

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Data Management | Learn SAS | Programming Tips

SAS Spark Load Save

Kumar Thangamuthu

Kumar ThangamuthuAugust 27, 2019 0

Data and Analytics Innovation using SAS & Spark - part 1

This article is not a tutorial on Hadoop, Spark, or big data. At the same time, no prerequisite knowledge of these technologies is required for understanding. We’ll give you enough background prior to diving into the details. In simplest terms, the Hadoop framework maintains the data and Spark controls and

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Advanced Analytics | Programming Tips

Paata Ugrekhelidze

Paata UgrekhelidzeAugust 27, 2019 0

Using SAS Optimization with Python and containers

A simple example of how you can combine SAS and open-source technologies to solve real business issues.

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Data Visualization | Programming Tips

Robert AllisonAugust 26, 2019 0

Where to take a scenic drive in each of the 50 US states!

Summer is winding down, and cooler fall weather is just around the corner. You might soon be able to take a pleasant drive with the windows down, while enjoying the scenery. But where should you go? What are the most scenic roads for that drive? Read along to see a

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Programming Tips

Rick WicklinAugust 26, 2019 0

Conditionally append observations to a SAS data set

Most SAS programmers know how to use PROC APPEND or the SET statement in DATA step to unconditionally append new observations to an existing data set. However, sometimes you need to scan the data to determine whether or not to append observations. In this situation, many SAS programmers choose one

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Programming Tips

Rick WicklinAugust 21, 2019 0

Two tips for optimizing a function that has a restricted domain

An important application of nonlinear optimization is finding parameters of a model that fit data. For some models, the parameters are constrained by the data. A canonical example is the maximum likelihood estimation of a so-called "threshold parameter" for the three-parameter lognormal distribution. For this distribution, the objective function is

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Data Management | Programming Tips

Bogdan TeleucaAugust 19, 2019 0

Execute Python inside a SAS Decision: Learn how in less than 5 minutes

You can now easily embed a python script in a SAS decision with SAS Intelligent Decisioning. If you want to execute in MAS, you do not need to wrap it in DS2 anymore. The python code node does it for you. Here is how you can achieve it in less than 5 minutes.

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Analytics | Data Visualization | Programming Tips

Chris HemedingerAugust 19, 2019 0

A skeptic's guide to statistics in the media

News outlets share stats and graphs that they source from public data. It takes data literacy skills to critique the stats you see, and investigate more.

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Learn SAS | Programming Tips

Rick WicklinAugust 19, 2019 0

Timing performance in SAS/IML: Built-in functions versus Base SAS functions

One of my friends likes to remind me that "there is no such thing as a free lunch," which he abbreviates by "TINSTAAFL" (or TANSTAAFL). The TINSTAAFL principle applies to computer programming because you often end up paying a cost (in performance) when you call a convenience function that simplifies

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Programming Tips

Marcia SurrattAugust 16, 2019 0

How to fix common problems in output from ODS Graphics procedures

A few examples to demonstrate some of the common output-related problems with ODS Graphics Procedures. If your graphical output does not appear as you wanted, consider the options that you are using and make sure that you are using the correct option.

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Data Visualization | Programming Tips

Robert AllisonAugust 15, 2019 0

Where can you own a pet kangaroo in the US?

I saw an interesting kangaroo map on reddit, and although the data was deemed "not entirely reliable" it seemed like a fun topic. And also a good exercise to try out the map labeling capabilities in the new Proc SGmap choropleth maps in SAS! For those of you not really

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Learn SAS | Programming Tips

Rick WicklinAugust 14, 2019 0

Short-circuit evaluation and logical ligatures in SAS

Many programmers are familiar with "short-circuit" evaluation in an IF-THEN statement. Short circuit means that a program does not evaluate the remainder of a logical expression if the value of the expression is already logically determined. The SAS DATA step supports short-circuiting for simple logical expressions in IF-THEN statements and

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Analytics | Programming Tips

Jane EslingerAugust 8, 2019 0

Summarization in CASL

Summarizing numeric data is an important step in analyzing your data. CASL provides multiple actions that generate summary statistics. This blog provides a quick overview of three of those actions: SIMPLE.SUMMARY, AGGREGATION.AGGREGATE, and DATAPREPROCESS.RUSTATS.

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Data Visualization | Programming Tips

Robert AllisonAugust 7, 2019 0

Mapping the drone registration data (for NC)

Flying drones was a new & exciting hobby, and very cool fad a few years ago. In recent years, the drone manufacturers have added some really nice features to make the drones easier to fly and more capable ... but the government also added some new rules that have curbed

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Learn SAS | Programming Tips

Rick WicklinAugust 7, 2019 0

The essential guide to binning in SAS

Do you want to bin a numeric variable into a small number of discrete groups? This article compiles a dozen resources and examples related to binning a continuous variable. The examples show both equal-width binning and quantile binning. In addition to standard one-dimensional techniques, this article also discusses various techniques

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Learn SAS | Machine Learning | Programming Tips

Rick WicklinAugust 5, 2019 0

How to use PROC HPBIN to bin numerical variables

Binning transforms a continuous numerical variable into a discrete variable with a small number of values. When you bin univariate data, you define cut point that define discrete groups. I've previously shown how to use PROC FORMAT in SAS to bin numerical variables and give each group a meaningful name

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Learn SAS | Programming Tips

Rick WicklinJuly 31, 2019 0

Use numeric values for column headers when printing a matrix

Sometimes a little thing can make a big difference. I am enjoying a new enhancement of SAS/IML 15.1, which enables you to use a numeric vector as the column header or row header when you print a SAS/IML matrix. Prior to SAS/IML 15.1, you had to use the CHAR or

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