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What is a Data Set?

K.C. Bruning
By
Updated May 16, 2024
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A data set is a collection of related data collected from a single source. The term has several applications, from information compiled from survey results to sets of scientific research results. In the computer and Internet arena, a data set is a group of numbers, or bytes, often displayed in a table with the columns categorizing the data into subsets. There are several kinds of data sets, including sequential, partitioned, and virtual storage access method (VSAM).

Data sets provide insight into a particular theme or concept. They store the information that applications or operating systems need to function correctly. Typical systems include macro libraries, source programs and system parameters or variables. These sets can be cataloged so that they can be referred to by an easily-understood name without reference to the specific storage area.

Programs for databases of information such as insurance or medical records can also use data sets. The program running on the system stores information in the data sets. Some of these data sets contain readable text that can be generated into reports. These kinds of records are often referred to as units, and they are categorized by a single identifier, such as a customer or patient name.

Data sets are organized according to their quantity and the frequency and method by which they will be accessed. The format of the individual data sets also depends on the intended use of the information. The different kinds of data sets are distinct, but have many commonalities among them.

The sequential variety of data sets store information in some sort of consecutive order. This method is used most often for information that is organized numerically or alphabetically. In order to access an item from a sequential data set, it is necessary for the system to pass through the items that precede it in whatever organizational system has been programmed.

Partitioned data sets allow for more direct access to items. This method is used when there are large quantities of information, such as an extensive database of addresses or client information. These data sets are also known as libraries. The information is organized in a manner somewhat similar to the sequential method, despite the difference in the method of accessing the information.

The Virtual Storage Access Method (VSAM) is a key sequenced data set (KSDS). These data sets are stored with specific search information attached to each item so that each can be accessed more quickly. This system is best for data sets that are used in an unpredictable manner and with high frequency.

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K.C. Bruning
By K.C. Bruning
Kendahl Cruver Bruning, a versatile writer and editor, creates engaging content for a wide range of publications and platforms, including EasyTechJunkie. With a degree in English, she crafts compelling blog posts, web copy, resumes, and articles that resonate with readers. Bruning also showcases her passion for writing and learning through her own review site and podcast, offering unique perspectives on various topics.
Discussion Comments
By Viranty — On Jul 12, 2014

This is just my opinion, but I feel that as humans and machines, we both play a part in data sets and collections. For example, even if our PC organizes the information for us, don't forget that first, we have to put the information into the hardware before anything can be registered.

On top of that, sometimes, the hardware even allows us to organize it in whatever format we want. For example, if you have some folder information on your computer, you're allowed to organize it by date, time, or even relevance. Overall, man and machine alike, both play an essential part in the data collection process.

By Chmander — On Jul 11, 2014

@RoyalSpyder - While I agree with you, I feel that computer based data is a lot more essential and efficient than the way we organize data. For example, when we're organizing files and folders, we have to put everything in alphabetical order ourselves. However, with the recent trend in advanced technology, the computers do it all for us. On top of that, even though computers aren't perfect, they're prone to a lot less mistakes than we are, especially in reference to what the article discusses.

By RoyalSpyder — On Jul 10, 2014

Whether it's a collection of data on a computer, or even a set of library based data on the shelves (in the form of books), keeping information organized is extremely important.

K.C. Bruning
K.C. Bruning
Kendahl Cruver Bruning, a versatile writer and editor, creates engaging content for a wide range of publications and...
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