Word Similarity Graph - Visual Aide

[RahulKhanna14]

In the college admissions case study, the essay activity's corresponding graph currently looks like this:

Besides the overlapping labels, it's very unclear what the graph is trying to show. Go deeper into how the graph is implemented via the machine learning model data, and

• Add an x-axis, y-axis label (He similarity vs She similarity)
• Draw a faint dotted line on the graph following y=x, so its easy to see which points lean more "He" vs "She"
• (Optional) Find a way to address the overlapping labels. One possibility is to do something similar to this where the labels float above. Or, to hide labels when they overlap and only display upon hovering. Or even, change the original words in the essay so that the various options don't all have the same he/she score. While this is mostly optional (for now, eventually we'd need a change here), at least try to propose a way to fix the issue.