Exploratory Data Analysis and Data Pre-processing : Using SAS Studio

YOU MUST USE SAS STUDIO. Document the solutions as set out in the assignment requirements in a clear manner. The word limit (excluding charts/tables/diagrams and references) for the report is 800-1000 words. . Exploratory Data Analysis and Data Pre-processing Requirements: Examine the given dataset and carry out the following tasks. 1. Identify the type of each attribute (nominal, ordinal, interval or ratio). [10 marks] 2. Conduct an Exploratory Data Analysis for the given dataset using SAS Studio. You may include the following in your analysis. i. Descriptive statistics (e.g. value ranges of the attributes, frequency of values, distributions, medians, means, variances, and percentiles). ii. Suitable visualizations for the corresponding statistics. 3. Use SAS Studio and apply pre-processing techniques to handle: i. Incomplete data ii. Noisy data iii. Inconsistent data Provide detailed explanations of the applied techniques. Show the resulting dataset and justify your approach in each case. EXAMPLE/SAMPLE of the assignment can be provided UPON REQUEST.