1. Exploratory Analysis. This analysis will be used to present an outlook of the entire data. It will use both graphical and numerical methods to show the crucial aspects of the data and pinpoint any probable problems in the data. Additionally, this will assist in identifying the data distribution, the number of missing values and whether the data requires cleaning so as to acquire consistency. Graphical techniques to be used under this analysis are boxplots and histograms which will assist in identification of outliers that maybe included or omitted in the data. Numerical techniques to be used include frequencies and percentages shall be used to plot the data distribution.
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