Consider the below data Name Weight Gender Play Cricket/Not Aamir 58 Sharukh 57 Priyanka Aalia 45 Ranbir 61 Deepika 52 Shalini 56 Akshay 60 M M F M F M Y Y N Y N Y Y N a) Identify the type (nominal, ordinal, interval, and ratio) of each attribute. (1 mark) b) Identify the quality issues with this data set. (1 mark) c) The following are the general imputation techniques - mean, mode, median. Of the above method, which method is ideal for imputing each attribute in the data? Justify your answer. (2 marks) d) From the given data, can we derive at any conclusion statistically? (1 mark) e) Identify the data model that can be used for this data. (1 mark)