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Fundraising Campaign Donor Prediction

Objective

The objective of this project is to predict which donors are more likely to donate more than 35 USD during the next fundraising campaign. You will target only top 30 % of donors to maximize the resources.

Files

  • predictive_analytics_projectF_11202018.py -This is the python code for the fundraising campaign donor prediction; who will actually donate?
  • Predictie Analytics_updated.pptx -This is the ppt file, which explains the business perspective of this project.

Tools: Python, scikit-learn, k-means clustering, logistic regression, stepwise regression, lift curve, AUC

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Fundraising Campaign Donor Prediction

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