Data Science, Random, Twitter, Melbourne, Sydney.
is, replace the word with its stem, or root particle. This reduces the variability of words and their spellings and only separates words that are truly different. I used k means clustering to group the tweets into 5 clusters based on similarity of stemmed words within the tweet. The top words in