Spreadmart
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A spreadmart (
spreadsheet A spreadsheet is a computer application for computation, organization, analysis and storage of data in tabular form. Spreadsheets were developed as computerized analogs of paper accounting worksheets. The program operates on data entered in cel ...
data mart A data mart is a structure/access pattern specific to ''data warehouse'' environments, used to retrieve client-facing data. The data mart is a subset of the data warehouse and is usually oriented to a specific business line or team. Whereas data w ...
) is a business
data analysis Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. Data analysis has multiple facets and approaches, enco ...
system running on spreadsheets or other desktop databases that is created and maintained by individuals or groups to perform tasks that can be done in a more structured way by a data mart or
data warehouse In computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for Business reporting, reporting and data analysis and is considered a core component of business intelligence. DWs are central Repos ...
. Typically a spreadmart is created by individuals at different times using different data sources and rules for defining
metrics Metric or metrical may refer to: * Metric system, an internationally adopted decimal system of measurement * An adjective indicating relation to measurement in general, or a noun describing a specific type of measurement Mathematics In mathema ...
in an organization, creating a decentralized, fractured view of the
enterprise Enterprise (or the archaic spelling Enterprize) may refer to: Business and economics Brands and enterprises * Enterprise GP Holdings, an energy holding company * Enterprise plc, a UK civil engineering and maintenance company * Enterpris ...
. The concept was coined in 2002 by Wayne Eckerson at TDWI in his article ''Taming Spreadsheet Jockeys'', and intended pejoratively, as an undesirable system, which should be replaced by a
data mart A data mart is a structure/access pattern specific to ''data warehouse'' environments, used to retrieve client-facing data. The data mart is a subset of the data warehouse and is usually oriented to a specific business line or team. Whereas data w ...
. However, critics such as Stephen Samild argue that spreadmarts have advantages over data marts and can be a desirable system.


Problems

Usually, spreadmarts grow where standard
Business Intelligence Business intelligence (BI) comprises the strategies and technologies used by enterprises for the data analysis and management of business information. Common functions of business intelligence technologies include reporting, online analytical pr ...
(BI) reporting is too inflexible and too slow. A
Business analyst A business analyst (BA) is a person who processes, interprets and documents business processes, products, services and software through analysis of data. The role of a business analyst is to ensure business efficiency increases through their kno ...
uses the "export to
Microsoft Excel Microsoft Excel is a spreadsheet developed by Microsoft for Microsoft Windows, Windows, macOS, Android (operating system), Android and iOS. It features calculation or computation capabilities, graphing tools, pivot tables, and a macro (comp ...
" button in his BI software and creates his own report with the exported data table. By this, the number of independently generated spreadsheets dealing with a particular group of analyses grows inside the company, and the data inside each spreadsheet is uncoupled from its source. When this happens, the data reflected in the spreadsheets is no longer verifiable and is not automatically kept up to date. Usually these spreadsheet files are distributed via email to colleagues resulting in even more copies of the data roaming through the enterprise. With Microsoft
Power Pivot Power Pivot, formerly known as PowerPivot (without spacing), is a feature of Microsoft Excel, a computer software spreadsheet. It is available as an add-in in Excel 2010, 2013 in separate downloads, and as an add-in included with the Excel 2016 ...
for Microsoft SharePoint, Excel spreadsheets can be distributed as dashboards throughout the entire company, giving even more users the tools to create spreadmarts. The growth of spreadmarts poses tangible risks for companies, since undefined and uncoupled data can be used to draw false conclusions that lead to wrong decisions, which will cost time and money to discover and correct. Although Business Intelligence 2.0 software vendors claim to have overcome this issue, locally installed spreadsheet and graphing software continues to be easier to access and use, giving the business analyst the freedom to create the needed analysis quickly, and choose to live with the risk of data inconsistency that goes with it.


Criticism of concept

Critics like Stephen Samild argue that the definition stems from a biased view that sees a data warehouse as desirable end-result, whereas ''One might more accurately define data marts and data warehouses as "scaled-up systems which perform some of the tasks normally done by a spreadmart"''. In the rest of the article Stephen Samild argues that a spreadmart fulfills a number of roles that a data warehouse cannot fulfill as easily or as cheaply due to the lack of integration with
unstructured data Unstructured data (or unstructured information) is information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, num ...
, the lack of read-write capabilities, the long time span needed for integration of new sources in the data warehouse and the inherent 'free form' of many analytical presentations done in Word, PowerPoint or Excel.


Related technologies

*
Microsoft Excel Microsoft Excel is a spreadsheet developed by Microsoft for Microsoft Windows, Windows, macOS, Android (operating system), Android and iOS. It features calculation or computation capabilities, graphing tools, pivot tables, and a macro (comp ...
with
PowerPivot Power Pivot, formerly known as PowerPivot (without spacing), is a feature of Microsoft Excel, a computer software spreadsheet. It is available as an add-in in Excel 2010, 2013 in separate downloads, and as an add-in included with the Excel 2016 ...
as the standard *
LibreOffice Calc LibreOffice Calc is the spreadsheet component of the LibreOffice software package. After forking from OpenOffice.org in 2010, LibreOffice Calc underwent a massive re-work of external reference handling to fix many defects in formula calculation ...
, the open source alternative to Excel


References

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External links


Can the Spreadmart Beast Be Tamed
By Brian Moran at SQL Server Magazine
Archived at 2008-06-13

Excel is the most popular decision support tool for business users worldwide
from Double-Tongued Dictionary
Business Intelligence Can Stop The Spread of Spread-Mart
By David Wallace from
TIBCO TIBCO Software Inc. is an American business intelligence software company founded in 1997 in Palo Alto, California. It has headquarters in Palo Alto, California, and offices in North America, Europe, Asia, the Middle East, Africa and South A ...
Spotfire TIBCO Spotfire is an artificial intelligence (AI)-based analytics platform. Before being acquired by TIBCO in 2007, Spotfire was a business intelligence company based in Somerville, Massachusetts. History Spotfire was founded by Christopher Ahlb ...
Blogging Team
The Rise and Fall of Spreadmarts
By Wayne Eckerson from Information Management Magazine Business intelligence Data warehousing