Question: Data Understanding: useful as a preliminary step to capture basic data property. Distribution analysis, statistical exploration, correlation analysis, suitable transformation of variables and elimination of

 Data Understanding: useful as a preliminary step to capture basic data

Data Understanding: useful as a preliminary step to capture basic data property. Distribution analysis, statistical exploration, correlation analysis, suitable transformation of variables and elimination of redundant variables, data visualisation, management of missing values. Load the data set to SQLITE and use an SQL query to clean the data set. ' Distribution analysis [1 Mark] ' Statistical exploration [1 Mark] ' Correlation analysis [2 Marks] ' Suitable transformation of variables [1 Mark] ' Elimination of redundant variables [2 Marks] ' Data visualisation [2 Marks] ' Management of missing values [1 Mark] [10 Marks]

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