Data Scientists - Component Analysis - Computation - Tropical Data Hub - Mathematics Assignment Help

Assessment Task

Data Scientists - Component Analysis -Computation-Tropical Data Hub -Mathematics Assignment Help 

The Task 
You are to implement the PCA using SVD, obtaining: 
1. The principle component vectors 
2. The proportion of variation explained by the principal components 
3. The matrix of scores 
4. A dimensionally reduced representation of the dataset 
5. The residuals of the reduced representation 
6. Any outliers 

Your report must determine the relationships between the variables reported in the spreadsheet and the strength of those relationships. You should also identify the outlier countries, those for which the relationships the PCA identifies are not present.  In analysing the data there are several things to keep in mind: The data contains many missing values. You should exclude countries which contain missing values. 
 

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