MSDS 411
ASSIGNMENT 4 - README 
PREPARED BY VINCENT PUN

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LIST OF FILE NAMES AND DESCRIPTIONS OF FILES: 

Paper and Code: 

1. pun-v-paper.pdf = text content of the paper 
2. pun-v-code.txt = complete program code used to access and analyze the data 
3. pun-v-assignment4.Rmd = R Markdown file

Visualizations: 

4.  1_univeraiate_manufacturernames.jpg = Figure 1, part of paper 
5.  2_bivariate_fiber_manufacturer.jpg = Figure 2, part of paper
6.  3_bivariate_potassiumfiber.jpg = Figure 3, part of paper
7.  4_corrplot.jpg = Figure 4, part of paper 
8.  5_corrplot_hclust.jpg = Figure 5, part of paper
9.  6_screeplot.jpg = Figure 6, part of paper
10. 7_pca.jpg = Figure 7, part of paper 
11. 8_pca_biplot.jpg = Figure 8, part of paper
12. 9_fa_pathdiagram.jpg = Figure 9, part of paper
13. 10_kmeansplot.jpg = Figure 10, part of paper 
14. 11_tsne.jpg = Figure 11, part of paper
15. 12_mds_2d.jpg = Figure 12, part of paper
16. 13_mds_3d.jpg = Figure 13, part of paper 
17. 14_bicluster.jpg = Figure 14, part of paper
18. 15_fuzzyclusterallocations.jpg = Figure 15, part of paper
19. 16_fuzzyclusterplot = Figure 16, part of paper

Output Files: 
20. 0_cerealswork.csv = 73 cleaned data observations used for modeling
21. 1_kmeans_proportion.csv = k-means manufacturer portfolio allocation
22. 2_kmeans_mean.csv = cluster aggregates
23. 3_fuzzymembership.csv = fuzzy cluster designations
24. 4_fuzzy_proportion.csv = fuzzy cluster manufacturer portfolio allocation
25. 5_fuzzy_mean.csv = cluster aggregates
26. clusterresults.csv = k-means cluster results
27. pca.csv = pea results

Formatted Output File: 
28. outputfiles_formatted.xlsx = Output Files but formatted


Data:

29. https://dasl.datadescription.com/datafile/cereals/ = Source Data
30. datadictionary.txt = Data Dictionary



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