The document provides instructions for a 7-8 page paper in APA format on a business problem requiring data mining. It specifies that the paper must describe the problem, approach, dataset, data analysis, evaluation, and references in detail using tables and/or figures. The paper should include an abstract, conclusion, and references section citing a minimum of 5 sources, with 3 from the library or Google Scholar and 1 from the textbook. Sections should include Introduction, Background, Discussion, Conclusion, and References. The paper should follow APA7 formatting and use of sources will be 20% of the grade.