Y​‌‍‍‍‌‍‌‍‍‍‌‌‌‍‌‌‌‌‌‌​our company provided you with data about sales, customers

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Y​‌‍‍‍‌‍‌‍‍‍‌‌‌‍‌‌‌‌‌‌​our company provided you with data about sales, customers, and products. You review the data and find yourself concerned when you notice the high customer churn rates (loss of curre​‌‍‍‍‌‍‌‍‍‍‌‌‌‍‌‌‌‌‌‌​nt customer-base).
Discuss some methods or applications of data science that can help identify potential customer churn and how it can help prevent customers leaving (retention)​‌‍‍‍‌‍‌‍‍‍‌‌‌‍‌‌‌‌‌‌​.

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