Propose a dataset that you might want to analyze in order to solve/understand a perceived problem/opportunity. Consider the highlighted problem/opportunity, and think through the data elements that you feel would be important to better understand the underlying cause/solution.
Discuss how the data could be the elements involved (continuous, categorical)
Pick tow of the following to highlight how you might have leverage the selected data cleansing/preprocessing methods:
Missing Values
Outlier Detection and Treatment
Standardizing Data
Categorization
Weights of Evidence Coding
Variable Selecting
Segmentation

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