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How do I analyze data?

The method or ways followed to analyse data depends largely on what & how the individual is trying to achieve from the data analysis. There are multiple types of data analysis such as exploratory or descriptive analysis, sensitivity analysis, predictive modelling, reporting & business intelligence, balance scorecard etc. So, depending upon the objective of the research; individuals can choose appropriate tools, technologies and methods for analysing data.
For example – Causality analysis is best achieved using regression analysis etc.