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what is slicing in data warehouse

by Wilburn Huels Published 3 years ago Updated 2 years ago

In terms of data warehouse, slice ensures that a data cube only contains one dimension of a given data set, while dice determines that a data set contains two or more dimensions of a given data set, and thus divides it into subcubes. What’S The Difference Between Slicing And Dicing?

Difference Between Slice and Dice in Data Warehouse
Slice is the act of picking a rectangular subset of a cube by choosing a single value for one of its dimensions, creating a new cube with fewer dimensions. Dice is the act of producing a subcube by allowing the analyst to pick specific values of multiple dimensions.
Oct 6, 2018

Full Answer

What is slicing and dicing in data warehousing?

- Data warehousing What is slicing and dicing in business objects? Slicing and dicing of business objects is used for a detailed analysis of the data. It allows changing the position of data by interchanging rows and columns. It is used to rotate the cube to view it from different perspectives.

What is slicing in data visualization?

Slicing A slice in a multidimensional array is a column of data corresponding to a single value for one or more members of the dimension. Slicing is the act of divvying up the cube to extract this information for a given slice. It is important because it helps the user visualize and gather information specific to a dimension.

What is the difference between Slice and dice in data warehouse?

What is the Difference Between Slice and Dice in Data Warehouse An OLAP cube is a multi-dimensional array of data. Data as a cube with hierarchical dimensions help analyzing. The aligned data is easier to visualize and improves productivity. Slicing selects a single value for one of its dimensions and builds a subset of the cube.

What is slicing and why is it important?

Slicing is the act of divvying up the cube to extract this information for a given slice. It is important because it helps the user visualize and gather information specific to a dimension.

What does slicing of data mean data warehousing?

Slicing and Dicing refers to a way of segmenting, viewing and comprehending data in a database. Large blocks of data is cut into smaller segments and the process is repeated until the correct level of detail is achieved for proper analysis.

What is slicing of data?

In data analysis, the term generally implies a systematic reduction of a body of data into smaller parts or views that will yield more information. The term is also used to mean the presentation of information in a variety of different and useful ways.

What is meant by slicing in OLAP?

A Slice represents two-dimensional view of an OLAP Cube that arranges data in a grid, similar to a spreadsheet; a Slice functions much like a report or a query in an RDBMS in that it returns data based on a request for what to see.

What does slicing and dicing mean?

Definition of slice and dice chiefly US. : to divide something into many small parts especially to use the result for one's own purposes You can slice and dice the data any way you want.

What is the slicing?

Slicing is the cutting of food into thin, relatively broad slices. Slices may be used as they are or processed further to produce other speciality cuts such as chiffonade, rondelles, diagonals, oblique or roll cuts, and lozenges. Slicing may be accomplished by hand or machine.

What is slicing and dicing in software testing?

Slicing or program slicing is a technique used in software testing which takes a slice or a group of program statements in the program for testing particular test conditions or cases that may affect a value at a particular point of interest.

What is pivot in data warehouse?

A pivot table is a statistics tool that summarizes and reorganizes selected columns and rows of data in a spreadsheet or database table to obtain a desired report. The tool does not actually change the spreadsheet or database itself, it simply “pivots” or turns the data to view it from different perspectives.

What is hypercube in data warehouse?

An OLAP cube is a multi-dimensional array of data. Online analytical processing (OLAP) is a computer-based technique of analyzing data to look for insights. The term cube here refers to a multi-dimensional dataset, which is also sometimes called a hypercube if the number of dimensions is greater than 3.

What is OLAP and OLTP?

Online analytical processing (OLAP) and online transactional processing (OLTP) are the two primary data processing systems used in data science. OLAP is designed to analyze multiple data dimensions at once, helping teams better understand the complex relationships in their data.

What dicing means?

Dicing is a culinary knife cut in which the food item is cut into small blocks or dice. This may be done for aesthetic reasons or to create uniformly sized pieces to ensure even cooking. Dicing allows for distribution of flavour and texture throughout the dish, as well as a somewhat quicker cooking time.

What mean dice?

A dice is a small cube which has between one and six spots or numbers on its sides, and which is used in games to provide random numbers. In old-fashioned English, 'dice' was used only as a plural form, and the singular was die, but now 'dice' is used as both the singular and the plural form. 2. uncountable noun.

How do you use slice and dice?

0:553:54Dice & Slice Chopper Demo - YouTubeYouTubeStart of suggested clipEnd of suggested clipSo I'm going to show you how I use that one. Today. So you just pop it down in the nice thing aboutMoreSo I'm going to show you how I use that one. Today. So you just pop it down in the nice thing about this again too is it has a measurement on the side. So you can keep track of specially.

What is slicing and dicing in business objects?

Slicing and dicing of business objects is used for a detailed analysis of the data. It allows changing the position of data by interchanging rows and columns. It is used to rotate the cube to view it from different perspectives.

What is slicing and dicing in business objects?

Dicing - The cube is rotated without the need of the dimension (independent of dimension.

Why is it important to slice a cube?

It is important because it helps the user visualize and gather information specific to a dimension.

Is dicing the same as slicing?

Dicing is similar to slicing but it works a little bit differently. When one thinks of slicing, filtering is done to focus on a particular attribute, dicing on the other hand is more a zoom feature that selects a subset over all the dimensions but for specific values of the dimension.

What is slice in multidimensional array?

A slice in a multidimensional array is a column of data corresponding to a single value for one or more members of the dimension. It helps the user to visualize and gather the information specific to a dimension. When you think of slicing, think of it as a specialized filter for a particular value in a dimension. For instance, if a user wanted to know the total number of OPV products sold across all of the market locations (Europe, Far-Ease, North America, South America,) the user would perform a horizontal slice (shown in blue in Fig 1.)

Is dicing the same as slicing?

Dicing is similar to slicing, but it works a little bit differently. When one thinks of slicing, filtering is done to focus on a particular attribute. Dicing, on the other hand, is more of a zoom feature that selects a subset over all the dimensions, but for specific values of the dimension.

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