MSDS 411 ASSIGNMENT 2 - README PREPARED BY VINCENT PUN *************************************************************************************************************************** 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-411-Assignment-2.Rmd = R Markdown file Visualizations: 4. Fig-1-BuildingArea Distribution QQ Barplot.jpg = Figure 1, part of paper 5. Fig-2-Scree.jpg = Figure 2, part of paper 6. Fig-3-Heatmap.jpg = Figure 3, part of paper 7. Fig-4.Path-Diagram.jpg = Figure 4, part of paper 8. Fig-5-Kmeans.jpg = Figure 5, part of paper 9. Fig-6-tSNE.jpg = Figure 6, part of paper 10. Fig-7-propertytypes.jpg = Figure 7, part of paper 11. Fig-8-map.jpg = Figure 8, part of paper 12. Fig-8b-map2.jpg = Figure 8b, part of paper The following files are generated by the code in .CSV format. They have been formatted in Microsoft Excel for easier interpretation: 13. Table-1-goodnessoffit.xlsx = Table 1, part of paper 14. output_clusteraggregates.xlsx = Table 2, part of paper 15. output_clustersuburbcount.xlsx = Table 3, part of paper 16. output_df_clusters.xlsx = Table 4, part of paper Data: 17. Melbourne_housing_FULL.csv = Source Data 18. Melbourne_housing_data_dictionary.txt = Data Dictionary ***************************************************************************************************************************