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Analysis is the process of breaking down a complex object into its simple forms. However, analytics is the science of analysis whereby statistics, data mining, computer technology, etc... is used in doing analysis. Basically, analysis and analytics perform the same function but in the sense that analytics is the application of science to analysis.
It is to convert a function into a sum of sine (or cosine) functions so as to simplify its analysis.
What is data presentation on research
Statistical analysis is a method of studying large amounts of business data and reporting overall trends. Single data is studied instead of a cross-section of data.
Mathematical analysis of data was a well-established process in science when Kepler began studying Tycho's data.