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Data Analyst
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.[1] Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, and is used in different business, science, and social science domains.[2] In today's business world, data analysis plays a role in making decisions more scientific and helping businesses operate more effectively.[3]
Data mining is a particular data analysis technique that focuses on statistical modeling and knowledge discovery for predictive rather than purely descriptive purposes, while business intelligence covers data analysis that relies heavily on aggregation, focusing mainly on business information.[4] In statistical applications, data analysis can be divided into descriptive statistics, exploratory data analysis (EDA), and confirmatory data analysis (CDA).[5] EDA focuses on discovering new features in the data while CDA focuses on confirming or falsifying existing hypotheses.[6][7] Predictive analytics focuses on the application of statistical models for predictive forecasting or classification, while text analytics applies statistical, linguistic, and structural techniques to extract and classify information from textual sources, a species of unstructured data. All of the above are varieties of data analysis.[8]
Data integration is a precursor to data analysis, and data analysis is closely linked to data visualization and data dissemination.[9]
Fleet is a town and civil parish in the Hart District of Hampshire, England, centred 38.2 miles (61.5 km) WSW of London and 13 miles (21 km) east of Basingstoke. It is the major town of the Hart District, and has large technology business areas, fast rail links to London, and is well connected to the M3. The Fleet built-up area has a total population of 42,835,[2] and includes the contiguous parishes of Church Crookham, Crookham Village, Dogmersfield, and Elvetham Heath. The town has a prominent golf club, an annual half marathon, an athletics club, and four football clubs. The nearby service station on the motorway is named after the town.
Hart, of which Fleet is the main town, was voted the best place to live in the UK by the Halifax Quality of Life study in 2011, 2012,[3] 2013,[4] 2014, 2015, and again in 2017,[5] above areas such as Elmbridge in Surrey and Wokingham in Berkshire.[6] This is due to the highly affluent majority of the population, better weather and health conditions, high levels of access to leisure space, and the town's surrounding countryside which includes woodlands and the Basingstoke Canal.[5]
Local landmarks include Fleet Pond, the largest freshwater lake in Hampshire, and a High Street with many Victorian and Edwardian buildings. Fleet holds a weekly Saturday market in Gurkha Square.
