Contour plots are simple and very useful graphics for word embedding visualization.
Explore n-gram word cloud, chord diagram, and a bubble chart, and their implementation in Python
Bigram Animated Word Cloud  displays a text dataset in an MP4 video
Animated word clouds turn classic word clouds into a dynamic visualization
Python tutorial on preparing animated word clouds that make a word frequency presentation stunning
Arabica now offers bigram and trigram word cloud, heatmap, and line chart
Arabica 1.0 improves time series text mining with an extended set of features
Summarize essential information from article metadata with text mining methods