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I had to brush up my base SAS before appearing for my first lateral interview. SAS is highly capable of data triangulation, and what distinguishes SAS from other such languages is its simplicity to code.
There are some very tricky SAS questions and handling them might become overwhelming for some candidates. I strongly feel a need of a common thread which has all the tricky SAS questions asked in interviews. This article will give a kick start to such a thread.
This article will cover 4 of such questions with relevant examples. This article is the first part of tricky SAS questions series. Merging data in SAS: Merging datasets is the most important step for an analyst. Usually people ignore the difference in the method used by SAS in the two different steps. This is because generally there is no difference in the output created by the two routines.
Lets look at the following example:. In this example, we have 2 datasets. First table gives the product holding for a particular household. Second table gives the gender of each customer in these households. What you need to find out is that if the product is Male biased or neutral. The Male biased product is a product bought by males more than Sas best institute in bangalore dating. You can assume that the product bought by a household belongs to each customer of that household.
The first step of this problem is to merge the two tables. We need a Cartesian product of the two tables in this case. After getting the merged dataset, all you need to do is summarize the merged dataset and find the bias. The answer is NO. As you might have noticed, the two tables have many-to-many mapping. Apart from many-to-many tables, all the results of merging using the two steps will be exactly same.
When working on transactions data, we frequently transpose datasets to analyze data. There are two kinds of transposition.
First, Sas best institute in bangalore dating from wide structure to narrow structure. Consider the following example:. In this kind of transposition, both the methods are equally good. Second, narrow to wide structure. Consider an opposite of the last example. For this kind of transposition, data step becomes very long and time consuming.
Following is a much Sas best institute in bangalore dating way to do the same task. Passing values from one routine to other: Imagine a scenario, we want to compare the total scored by two classes.
Finally the output should be simply the name of the class with the higher score. The score of the two datasets is stored in two separate tables. There are two methods of doing this question. First, append the two tables and sum the total marks for each or the classes. But Sas best institute in bangalore dating if the number of students were too large, we will just multiply Sas best institute in bangalore dating operation time by appending the two tables.
Hence, we need a method to pass the value from one table Sas best institute in bangalore dating another. Try the following code:.
Funtion symputx creates a macro variable which can be passed between various routines and thus gives us an opportunity to link data-sets. Using where and if: Most of the times where and if can be used interchangeably in data step for sub-setting. For instance, consider the following two programs. Code 2 will give an error in this case, because where cannot be used for sub-setting data based on a newly created variable. These codes come directly from my cheat chit.
What is especial about these 4 codes, that in aggregate they give me a quick glance to almost all the statement and options used in SAS. If you were able to solve all the questions covered in this article, we think you are up for the next level. The second part of the article will have tougher and Sas best institute in bangalore dating questions as compared to those covered in this article.
Have you faced any other SAS problem in analytics interview? Are you facing any specific problem with SAS codes? Do you think this
Sas best institute in bangalore dating a solution to any problem you face? Do you think there are other methods to solve the problems discussed in a more optimized way?
Do let us know your thoughts in the comments below. You can read part II of this article here. B contains a variable B, then the solution in Code 2 will work: What data do You have? What rules do you have? What results do you want? Reply to answer 4. My note should read: The programmers show give some thoughts to data structures, what variables are created where, what results are wanted. Anders, Thanks for bringing this up.
But that was a sharp catch for sure. I do know about base sas and macros but i want to know more about banking projects how it goes on the daily I want to know about the work of the analyst in a banking domain from the scratch. Can u please help me in guiding me as u r also from the same domain.
I really appreciate your efforts u r investing for the young professionals. B — not on WORK. My way of writing SAS programs: Learn the actual syntax and functionality of all the parts that you use. Write very clear SAS-programs with a lot of documentation. It can be handy to use the WHERE data set option perhaps written as the WHERE statement to restrict what observation are used in the data step AND one or several IF statements do do further calculations and selections on these observations, using the newly calculated variables.
The data step as programmed has to have 3 occurences per set, exactly three. The Proc transpose works for any number of occurences and creates any number of variables when ging from thin to wide. In practical use this is important and I would not accept the assertion these methods are the same if I heard that in an interview.
Dave, You made a really good point here. As is, data step and proc transpose do the same job strictly for the data set mentioned in the article. However, if the number of variable increase you need to change the array length. But, in case you want to make the array length variable, it is indeed possible. Here is how it can be done, 1. Make a variable which will take the length of the array.
Use the defined variable in the Do loop. Dave, It will be great for us and our viewers if you illustrate how it can be done in one data-step. Before datalines come sas cards are used, its a version up-gradation. Most of the programs are written once but used repeatedly. Data are varying for each use. So we prepare the programs, of course, in cards. After verifying it works correct we record the program in Tapes or disks
Sas best institute in bangalore dating. Second time on wards we call the program from tape or disks and supply the data via cards.
To each job, there will a few cards at the beginning of
Sas best institute in bangalore dating card stack that will have job control lines giving information about the storage location and name of the program. After that came the data rows. A reply to myself. This means that after the Cards; or Datalines; statement, there will be datalines. Can we use proc sql to draw the final table instead of retain…. I want to switch to a technology field and when i was looking found Analysts and SAS to be pretty interesting.
I have around 9 years of industry experience in Service management.
We train the students from basic level to advanced concepts with real time environment. If you are worried about your future in the IT industry, there is a good reason why you should take SAS classes. But being a little careful while choosing an institute imparting SAS Training in Bangalore is highly advisable. Besant has been offering best SAS training in Bangalore for quite some time now.
With numerous success stories and an impressive track record, it promises to help you land the best available IT job in the market. SAS stands for Statistical Analysis System and refers to a software suite which helps carry out predictive analytics, multivariate analyses, advanced analytics, data management and business intelligence tasks in an effortless manner.
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I had to brush up my base SAS previous appearing for my in the first place lateral interview. SAS is highly capable of facts triangulation, and what distinguishes SAS from other such languages is its plainness to code. There are some very tricky SAS questions and handling them might become overwhelming for the duration of some candidates.
I strongly feel a need of a common thread which has all the dishonest SAS questions asked in interviews. This article determination give a kick start to such a story-line. This article will guard 4 of such questions with relevant examples. That article is the initial part of tricky SAS questions series.
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Inventateq - The Best Advanced SAS Training Institute & Center in Bangalore with % JOB Placements in MNC Companies. Start with a FREE DEMO CLASS. Analytics course from Analytics Training Institute is a combination of various courses which provide training on Advanced Analytics techniques, predictive. This article will take you through some commonly asked tricky SAS business The Male biased product is a product bought by males more than females. In this kind of transposition, both the methods are equally good. Imagine a scenario, we want to compare the total marks scored by two classes.