Subset the data to include only one of the three colleges. Find a combination of numerical and

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Subset the data to include only one of the three colleges. Find a combination of numerical and categorical variables to include in cluster analysis. Determine the appropriate number of clusters and write a report to explain your decision and describe how each cluster is different from other clusters.

 

ApplicantEdu_Parent1Edu_Parent2GenderWhiteAsianHSGPASAT/ACTCollegeAdmittedEnrolledCollege_GPA
144M014.081460Business & EconomicsYesNo
233F003.591180Math & ScienceNoNo
377M104.251340Arts & LettersYesNo
466M013.001190Business & EconomicsNoNo
567F103.901290Business & EconomicsNoNo
612F003.361090Arts & LettersNoNo
766F104.261430Math & ScienceYesYes3.956
876F104.321240Math & ScienceYesNo
976F103.411230Arts & LettersNoNo
1066M013.751510Arts & LettersYesNo
1177M102.621330Arts & LettersNoNo
1277M102.461170Arts & LettersNoNo
1346F103.831210Business & EconomicsNoNo
1466M003.881340Business & EconomicsYesNo
1576M103.211190Math & ScienceNoNo
1677M103.621460Business & EconomicsYesNo
1777M003.721270Arts & LettersNoNo
1877M104.121460Math & ScienceYesNo
1966F003.11930Arts & LettersNoNo
2011M003.11880Math & ScienceNoNo
2176M104.251560Business & EconomicsYesNo
2277M103.231510Math & ScienceNoNo
2333M003.671430Math & ScienceYesNo
2466M103.521450Math & ScienceYesNo
2547M003.601040Arts & LettersNoNo
2655F103.881220Arts & LettersNoNo
2767F014.051360Arts & LettersYesNo
2867M104.061220Business & EconomicsNoNo
2976M103.951340Math & ScienceYesYes3.361
3076F013.961340Math & ScienceYesNo
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Business Analytics

ISBN: 9781265897109

2nd Edition

Authors: Sanjiv Jaggia, Alison Kelly, Kevin Lertwachara, Leida Chen

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