Perform a Exploratory Data Analysis by using python

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The task consists of two parts, python code, and a written report.You will need to:

o Define a relevant business problem based on the dataset by using PYTHON

·Use visualisation types to analyze the data (you may use other types in addition to the types(Density plot and radar plot), but you must use these two types).

·For example, you think that the data could be better represented using a stream graph. You may use stream graph in addition to density and radar plot, but you must use at least density and radar plot in your analysis.

o Discuss whether the density and radar visualisation types are best for your analysis and if not – explain which types would have a better fit.

·Carefully explain your conclusions: what insight does your analysis bring?

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