Text Visualization: Concepts, Examples, Code (Python, R, Matlab), Example Projects

Text Visualization

Data Visualization Of President Obama's Inauguration Speech
https://blog.capitalogix.com/public/2009/01/data-visualization-of-president-obamas-inauguration-speech.html

Text Visualization Course at Washington University
https://courses.cs.washington.edu/courses/cse512/16sp/lectures/CSE512-Text.pdf

Why Visualize Text?
https://www.teachervision.com/reading-comprehension/visualizing

You can visualize text to find key concepts in a speech.
Obama's Speech: https://www.nytimes.com/2009/09/10/us/politics/10obama.text.html

Example: Speech/Article Visualizations
https://economix.blogs.nytimes.com/2009/09/09/obama-in-09-vs-clinton-in-93/?mtrref=undefined&gwh=EA5A091DC9E658A2DCC9513805FEAC3F&gwt=pay&assetType=REGIWALL

1993 Speech: Bill Clinton
https://economix.blogs.nytimes.com/2009/09/09/bill-clinton-on-health-care-1993/
1993 vs 2009. https://economix.blogs.nytimes.com/2009/09/09/obama-in-09-vs-clinton-in-93/

Wordtree
https://www.jasondavies.com/wordtree/?source=8bd3e76f64f2d614410435434e2fb1fd&prefix

Text Visualization Overview
https://courses.cs.washington.edu/courses/cse512/16sp/lectures/CSE512-Text.pdf

Introduction to Text Analysis: Cleaning/Parsing
http://guides.library.duke.edu/c.php?g=289707&p=1930855

Tokenization
https://graphics.cs.wisc.edu/WP/vep/tokenization/

Wordcount
http://www.wordcount.org/main.php

Wordcloud
https://www.jasondavies.com/wordcloud/

See through your text
https://voyant-tools.org/

Bubble Cloud
http://vallandingham.me/bubble_cloud/?sherlock

Comparison Cloud: Comparative Word Cloud
https://sites.google.com/site/miningtwitter/questions/talking-about/wordclouds/comparison-cloud

N-Grams
http://text-analytics101.rxnlp.com/2014/11/what-are-n-grams.html

Wordtree
https://developers.google.com/chart/interactive/docs/gallery/wordtree

Pattern Searching using Suffix Tree
https://www.geeksforgeeks.org/pattern-searching-using-suffix-tree/

Wordtree
https://www.jasondavies.com/wordtree/

Clustered Word Cloud
http://neoformix.com/2011/WordClusterDiagram.html

Document Contrast Diagrams
http://neoformix.com/2008/DocumentContrastDiagrams.html

Phrase Net
https://www.betterevaluation.org/en/evaluation-options/phrase_net

Analyze Obama's Speech from 2004: Code Example
https://hackernoon.com/analysing-obama-speeches-since-2004-7f08797f7078

A Complete Exploratory Data Analysis and Visualization for Text Data
https://towardsdatascience.com/a-complete-exploratory-data-analysis-and-visualization-for-text-data-29fb1b96fb6a

Basics of Text Analysis & Visualization
https://itnext.io/basics-of-text-analysis-visualization-1978de48af47

The Data Visualization Design Process: A Step-by-Step Guide for Beginners
https://depictdatastudio.com/data-visualization-design-process-step-by-step-guide-for-beginners/

Wordnet Visualization
http://vialab.science.uoit.ca/portfolio/wordnet-visualization

Visual Wordnet with D3JS
https://www.visual-thesaurus.com/wordnet.php

Visualizing Word Vectors with t-SNE
https://www.kaggle.com/jeffd23/visualizing-word-vectors-with-t-sne

Embedding Projector
https://projector.tensorflow.org/

Visualizing Tweets with Word2Vec and t-SNE, in Python
https://leightley.com/visualizing-tweets-with-word2vec-and-t-sne-in-python/

Text Analysis for Visualizations
http://vallandingham.me/textvis-talk/#1

visualization-and-sentiment-analysis
https://www.kaggle.com/shaliniyaramada/visualization-and-sentiment-analysis

Word Cloud. Bag of Words
https://www.mathworks.com/help/textanalytics/ref/ldamodel.wordcloud.html

Sayed Ahmed

Linkedin: https://ca.linkedin.com/in/sayedjustetc

Blog: http://sitestree.com, http://bangla.salearningschool.com