There is no correlation between the hashtags and thus the datasets are random at best globally. But, we can clearly see that certain local clusters were being formed.This thus allows for looking at certain sets of clusters within the data. I did a spearman r correlation to see the analysis. It came out to be 0.074with a p-value of 0.372. This means there is no correlation and our null hypothesis is true for the dataset