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Data analysis is an essential process for businesses to make informed decisions. There are various types of data analysis tools available, each with its own strengths and limitations. The three main types of data analysis are descriptive, predictive, and prescriptive analytics, each serving a different purpose. Data visualization tools can also aid in understanding patterns and trends in data.