Semantic Scatterplot- BERT Directed Layout

CREATED BY: Robert Christie

DESCRIPTION:

Visualization of the question: What is your biggest frustration with doing data visualization in your job?

PROCESS:

I created vectors from survey responses using BERT. I used a dimensionality reduction technique to create a 2D layout from the vectors. I clustered the vectors (light blue) and used TFIDF to automatically create text labels for the plot.