a) Data Analysis [11 Marks]
# Data Importq3_notes = pd.read_csv('./data/banknotes.csv', header=None, names=['Variance', 'Skewness', 'Curtosis', 'Entropy', 'Class'])
The Banknotes Dataset from above is provided in csv format and imported as dataframes. Answer the following questions: CourseNana.COM
1) Provide the mean, median and mode for the Variance, Skewness and Entropy in the notes dataframe.[3 marks]
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2) Visualise the relationship between the Skewness and Curtosis of bank notes in the notes dataframe. Colour each data point based on their Class.[3 marks]
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3) Is there a positive or negative correlation between Entropy and Variance? Provide evidence to support your argument CourseNana.COM
