Section A (Total 100 marks) (100 marks)
Answer all questions in this section.

The dataset used in this paper contains information about medical costs, and its data dictionary is provided in the Appendix. Please refer to Canvas for details of this dataset.

Question 1
Based on the given ECA dataset on medical costs, use Python to conduct three (3) data pre-processing tasks to clean and prepare the dataset and provide relevant explanations.
[No more than 500 words]
(30 marks)

Question 2
Based on the ECA dataset on medical costs, use Python to plot three (3) figures (i.e., charts) and discuss the insights for each figure accordingly. Each figure and its corresponding Python codes and insights collectively carry 10 marks. The figures and Python codes are to be provided as part of the answer in the main report.
[No more than 500 words]
(30 marks)

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