Name	OverallGrade	Obedient	ResearchScore	ProjectScore	Recommend
Henry	A	Y	90	85	Yes
John	C	N	85	51	Yes
David	F	N	10	17	No
Holmes	B	Y	75	71	No
Marvin	E	N	20	30	No
Simon	A	Y	92	79	Yes
Robert	B	Y	60	59	No
Trent	C	Y	75	33	No

Task1: Use Python to create a table with the average, medium, min, max and standard deviation for each attributes in the dataset.

Task2: Use Python to plot a histogram for each attributes in the dataset.

Task3: Compute the correlation table for the quantitative attributes.

Task4: Build a decision tree to the above dataset using all the relevant predictors. Find the model by using the following method:

• An entropy measure (pen and paper)
• Pyhton code.
• Task5: Use the created Mode in Task 4 to Predict the class of the following new examples:

  	Name	OverallGrade	Obedient	ResearchScore	ProjectScore
  0	Nathan	F	N	30	20
  1	Thomas	A	Y	78	80