Clustering By Polarity and Subjectivity Results

To cluster our tweets we decided to use k-means to create subjectivity polarity plot clusters. Below is the cluster visualization and code for our semtiment analysis plot.

Elbow Plot

This is the result of our elbow plot. We can conclude that clusters of 3~4 are suggested.

Sentiment Analysis Cluster

The colors in this graph separate the four main clusters that resulted from our model

Sentiment Analysis Code