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, encompassing diverse techniques under a variety of names, and is used in different business, science, and social science domains. In today's business world, data analysis plays a role in making decisions more scientific and helping businesses operate more effectively.
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. In statistical applications, data analysis can be divided into descriptive statistics, exploratory data analysis (EDA), and confirmatory data analysis (CDA). EDA focuses on discovering new features in the data while CDA focuses on confirming or falsifying existing hypotheses. 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.
Data integration is a precursor to data analysis, and data analysis is closely linked to data visualization and data dissemination.
Worksop (/ˈwɜːrksɒp/ WURK-sop) is the largest town in the Bassetlaw district of the ceremonial county of Nottinghamshire in the East Midlands of England. Worksop lies on the River Ryton, and is located at the northern edge of Sherwood Forest. Worksop is located 19 miles (31 km) east-south-east of Sheffield, with a population of 41,820. It lies close to Nottinghamshire’s borders with South Yorkshire, and Derbyshire.
Worksop, a market town, has become a commuter town as a result of its geographic location and ease of access to major motorways and rail links.
Worksop is known as the "Gateway to The Dukeries", because of the now four obsolete ducal principal sites of which were closely located next to each other, south of the town. These four ducal locations were; Clumber House, Thoresby Hall, Welbeck Abbey and Worksop Manor. Other houses such as Rufford Abbey and Hodsock Priory are also just a few miles away.
Worksop is twinned with the German town Garbsen.