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Your boss is wondering what youve been doing in class this week. Write a one page, single spaced report that explains the cluster analysis using
Your boss is wondering what youve been doing in class this week. Write a one page, single spaced report that explains the cluster analysis using excel so far. Describe the steps in detail such that your layman boss will understand. Include one example of cluster analysis that is not covered in the class. End your report with a detailed analysis of the clusters you found for the problem.
Here is the cluster excel
Offer # | Campaign | Varietal | Minimum Qty (kg) | Discount (%) | Origin | Past Peak | Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 |
1 | January | Malbec | 72 | 56 | France | FALSE | 0.00973071 | 0.00458872 | 0.08217531 | 0.12611454 |
2 | January | Pinot Noir | 72 | 17 | France | FALSE | 0.00477048 | 0.00482149 | 0.19026024 | 0.05006503 |
3 | February | Espumante | 144 | 32 | Oregon | TRUE | 0.03754108 | 0.04881757 | 0.00161386 | 0.17332588 |
4 | February | Champagne | 72 | 48 | France | TRUE | 0.05413401 | 0.03130258 | 0.0994802 | 0.20585898 |
5 | February | Cabernet Sauvignon | 144 | 44 | New Zealand | TRUE | 0.00709017 | 0.01535229 | 0.07551512 | 0.03726857 |
6 | March | Prosecco | 144 | 86 | Chile | FALSE | 0.04559319 | 0.00874335 | 0.06048878 | 0.29575563 |
7 | March | Prosecco | 6 | 40 | Australia | TRUE | 0.00258204 | 0.75393793 | 0.02216408 | 0.09344826 |
8 | March | Espumante | 6 | 45 | South Africa | FALSE | 0.99397606 | 0.10289668 | 0.00182467 | 0.09031225 |
9 | April | Chardonnay | 144 | 57 | Chile | FALSE | 0.01893511 | 0.00802983 | 0.16961234 | 0.06724188 |
10 | April | Prosecco | 72 | 52 | California | FALSE | 0.04384037 | 0.0612413 | 0.0350287 | 0.06669208 |
11 | May | Champagne | 72 | 85 | France | FALSE | 0.00537476 | 0.00349677 | 0.1013826 | 0.29765605 |
12 | May | Prosecco | 72 | 83 | Australia | FALSE | 0.00442396 | 0.04304416 | 0.05167148 | 0.10591563 |
13 | May | Merlot | 6 | 43 | Chile | FALSE | 0.10441201 | 0.16463481 | 0.00489883 | 0.00613723 |
14 | June | Merlot | 72 | 64 | Chile | FALSE | 0.00324154 | 0.00300687 | 0.09517407 | 0.13815543 |
15 | June | Cabernet Sauvignon | 144 | 19 | Italy | FALSE | 0.01264129 | 0.00706435 | 0.03922654 | 0.13481201 |
16 | June | Merlot | 72 | 88 | California | FALSE | 0.01163146 | 0.00407627 | 0.07024183 | 0.02946495 |
17 | July | Pinot Noir | 12 | 47 | Germany | FALSE | 0.00516017 | 0.01160986 | 0.18991765 | 0.00733384 |
18 | July | Espumante | 6 | 50 | Oregon | FALSE | 0.17415068 | 0.34266075 | 0.03460768 | 0.055727 |
19 | July | Champagne | 12 | 66 | Germany | FALSE | 0.00457076 | 0.02857979 | 0.0234201 | 0.10441882 |
20 | August | Cabernet Sauvignon | 72 | 82 | Italy | FALSE | 0.00710587 | 0.0125824 | 0.0376005 | 0.0868599 |
21 | August | Champagne | 12 | 50 | California | FALSE | 0.00279161 | 0.00589412 | 0.04110829 | 0.07467653 |
22 | August | Champagne | 72 | 63 | France | FALSE | 0.01307368 | 0.01297356 | 0.00400381 | 0.86470645 |
23 | September | Chardonnay | 144 | 39 | South Africa | FALSE | 0.00874589 | 0.00811433 | 0.06943331 | 0.0573672 |
24 | September | Pinot Noir | 6 | 34 | Italy | FALSE | 0.00760142 | 0.00407131 | 0.3393066 | 0.01408852 |
25 | October | Cabernet Sauvignon | 72 | 59 | Oregon | TRUE | 0.00900165 | 0.00435581 | 0.06839621 | 0.06950012 |
26 | October | Pinot Noir | 144 | 83 | Australia | FALSE | 0.00728875 | 0.00871197 | 0.31678656 | 0.02943023 |
27 | October | Champagne | 72 | 88 | New Zealand | FALSE | 0.06740493 | 0.00876529 | 0.08024978 | 0.14632658 |
28 | November | Cabernet Sauvignon | 12 | 56 | France | TRUE | 0.00521609 | 0.0297757 | 0.05299502 | 0.11404892 |
29 | November | Pinot Grigio | 6 | 87 | France | FALSE | 0.23688903 | 0.58309613 | 0.02534337 | 0.03428599 |
30 | December | Malbec | 6 | 54 | France | FALSE | 0.21137513 | 0.55591501 | 0.04511415 | 0.14094192 |
31 | December | Champagne | 72 | 89 | France | FALSE | 0.04716266 | 0.03179509 | 0.0949088 | 0.42180785 |
32 | December | Cabernet Sauvignon | 72 | 45 | Germany | TRUE | 0.00482307 | 0.00793334 | 0.04143611 | 0.08240601 |
Distance to Cluster 1 | ||||||||||
Total Distance | Distance to Cluster 2 | |||||||||
143.140668 | Distance to Cluster 3 | |||||||||
Distance to Cluster 4 | ||||||||||
Minimum Cluster Distance | ||||||||||
Assigned Cluster |
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