data that "satisfies the requirements of its intended use"įrom a business perspective, data quality is:.data "meeting or exceeding consumer expectations"."data that are fit for use by data consumers".įrom a consumer perspective, data quality is: Definitions ĭefining data quality is difficult due to the many contexts data are used in, as well as the varying perspectives among end users, producers, and custodians of data. In such cases, data cleansing, including standardization, may be required in order to ensure data quality. When this is the case, data governance is used to form agreed upon definitions and standards for data quality. People's views on data quality can often be in disagreement, even when discussing the same set of data used for the same purpose. Furthermore, apart from these definitions, as the number of data sources increases, the question of internal data consistency becomes significant, regardless of fitness for use for any particular external purpose. Moreover, data is deemed of high quality if it correctly represents the real-world construct to which it refers. There are many definitions of data quality, but data is generally considered high quality if it is "fit for intended uses in operations, decision making and planning". State of qualitative or quantitative pieces of informationĭata quality refers to the state of qualitative or quantitative pieces of information. MS Word will display any alternative words which you can either select and they will be replaced in your text or reject if you want to keep the original phrases.Įxamples: try to replace phrases with a single words which mean the same.Either select the identified text by clicking with your right mouse button OR click on the down down next to the Conciseness menu.A dotted line will appear under any groups of groups.From the Refinements section - select Conciseness - if there are any suggestions a number will appear in the box alongside this option.If you cannot see the Editor menu a quick tip is to hold down the function (fn key at the bottom left of the keyboard) + F7 (top line of keys).Microsoft Word now has an additional feature within the Editor - it is called conciseness or wordiness. In conclusion therefore to conclude on the whole hence thus to summarise altogether overall …following the research of…after analysis In other terms rather or better in view of this in contrastįirst (ly) second (ly) third (ly) another additionally finally moreover also subsequently eventually next then However nonetheless furthermore in the final analysis despite x notwithstanding x in spite of x while x may be true, nonethelessĪlthough though after all at the same time even if x is true countįor example for instance namely such as as follows as exemplified by such as including especially particularly in particular notably mainly Therefore accordingly as a result of the result is/results are the consequence is resulting from consequently it can be seen evidence illustrates that because of this thus hence for this reason owing to x this suggests that it follows that otherwise in that case that implies Īs a result of because ( mid-sentence only)īy contrast although compared with conversely despite however, nevertheless yet Whereas conversely in comparison by contrast another view is… Īlternatively although otherwise instead. Additional comments or ideasĪdditionally also moreover furthermore again further then besides too similarly correspondingly indeed regarding. When the transition word is at the beginning of the sentence, it should be followed by a comma:Īmong other functions, they can signal cause and effect or sequencing (see examples in the table below). Transitions link one main idea to another separated by a semi-colon or full-stop.
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