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Business Meeting

PIG E. BANK

I created a decision tree in order to find out why customers are leaving the bank at an alarming rate.

Data

Data set provided by the bank containing PII, credit scores, salaries and money owed to the bank.

Skills

  • Big data

  • Data ethics

  • Data mining

  • Predictive analysis

  • Time series analysis and forecasting

Project/Tools

Screenshot 2023-12-14 at 09.36.05.png
Customers most likely to leave

  • Inactive clients

  • Female clients

  • Clients over the age of 45

  • Clients owing money to the bank of more than $90,000

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