Advanced Visualisations for Text Data Analysis

Explore n-gram word cloud, chord diagram, and a bubble chart, and their implementation in Python

Petr Korab
Towards Data Science
5 min readMay 15, 2022

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Image 1. Packed bubble chart, Image by author

This article will survey a couple of slightly more advanced graphics for text data visualization in Python. More precisely:

  • N-gram word cloud: to display the frequency of higher-order n-grams

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Post-doc at Zeppelin University / Python engineer / text mining / data Viz