c) Explain, with examples, the meaning of the following OLAP terms (i) drill down,(ii) roll up,(iii) slice?(iv)pivot
Question
c) Explain, with examples, the meaning of the following OLAP terms
(i) drill down,
(ii) roll up,
(iii) slice?,
(iv) pivot
Solution
(i) Drill down: In OLAP, drill down refers to the process of navigating from a higher level of data granularity to a lower level of detail. It involves accessing more specific or detailed information about a particular dimension or attribute. For example, if we have a sales report that shows total sales by region, we can drill down to see the sales by individual stores within each region.
(ii) Roll up: Roll up is the opposite of drill down. It involves summarizing or aggregating data from a lower level of detail to a higher level. It allows us to view data at a more general or summarized level. For instance, if we have a sales report that shows sales by individual stores, we can roll up the data to see the total sales for each region.
(iii) Slice: Slicing in OLAP refers to the process of selecting a subset of data from a multidimensional dataset based on specific criteria or conditions. It involves filtering the data to focus on a particular dimension or attribute. For example, if we have a sales report that includes data for multiple years, we can slice the data to view sales for a specific year or a range of years.
(iv) Pivot: In OLAP, pivoting refers to the process of reorganizing or reorienting the data to view it from a different perspective. It involves changing the arrangement of dimensions and measures to gain new insights or analyze the data from a different angle. For instance, if we have a sales report that shows sales by region and product category, we can pivot the data to view sales by product category and region instead.
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