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The Non-Profit

Hope Inc. is a non-profit organization that depends primarily on donations. The dataset donor.xlsx contains the following worksheets:
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  • 2019: List of 500 donors in 2019 along with their donation amount
  • 2020: List of 279 donors to be requested for donation in 2020
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Because of the limited availability of resources, it not possible for Hope Inc. to follow up with 279 donors in 2020. Therefore, they decided to use data mining to effectively follow up with the donors who are most likely to donate.

Using the available 2019 data, fit a model on 2020 data to create the 3 lists of donors as follows:
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  1. List of donors who are most likely to donate at least $100.
  2. List of donors who are most likely to donate at least $500.
  3. List of donors who are most likely to donate at least $1000.
Picture

Data

donor.xlsx
File Size: 36 kb
File Type: xlsx
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