Introduction to Text Analysis: Text Visualization

Various Text Analysis Projects with Visualizations

• With Criminal Intent
• Various artistic analyses/interpretations of texts by Stefanie Posavec
• The state of our union is... dumber
• wordcollider
• Popcornjs sentiment tracker
• Metropho.rs
• Novel Views: Les Miserables
• A Christmas Carol (TULP interactive)
• Tolkien's Books Analyzed

Word Frequency Visualizations

• Google n-gram viewer - word frequencies over time
• bookworm Open Library - word frequencies over time
• Historical culturomics of pronoun frequencies - pronoun frequencies by gender over time
• The Words They Used - bubble cloud of words from national convention speeches, with size and color coding
• Bib.ly - word frequencies throughout the Bible
• Ye Shall Know Them By Their Words - word frequencies by topic for presidential nomination speeches (additional description)
• FACTA+ Visualizer - tree map of term frequency
• Inaugural language (Boston Globe) - radial scatterplots
• Mining Books to Map Emotions - frequencies of sentiment terms over time

Topic Model Visualizations

• Termite - tabular, proportional symbol visualization of words and topics
• PMLA topic network - a network view of the topics from a topic model of PMLA, where links are created for shared words between topics (additional description)
• Using Word Clouds for Topic Modeling Results - visualizing the distribution of words for each topic as separate word clouds