--- title: Experimenting with visualizing TV news (and comedy) description: Experimenting with visualizing TV news (and comedy) image: https://blog.snapstream.com/hs-fs/file-3702781420-png/blog-files/oreilly-2008-09-01-small.png --- [![Snapstream](https://blog.snapstream.com/hs-fs/hubfs/Snapstream_Image-Nov-2015/snapstreamCleanLogo.png?width=183&height=34&name=snapstreamCleanLogo.png "Snapstream")](https://www.snapstream.com/) [* Search* ](https://blog.snapstream.com/2008/09/visualizing-television-news-experiment/#searchModal) × [![SnapStream Blog](https://blog.snapstream.com/hs-fs/hubfs/snapstreamBlogLogo.png?width=541&name=snapstreamBlogLogo.png "SnapStream Blog")](https://blog.snapstream.com/) # Experimenting with visualizing TV news (and comedy) September 09 2008 by Rakesh [Matthew Ericson](http://www.ericson.net/home/index.php) at the New York Times did a really cool visualization last week, "[The Words They Used](http://www.nytimes.com/interactive/2008/09/04/us/politics/20080905_WORDS_GRAPHIC.html)", comparing the most frequently used words at the Democratic and Republican Conventions (from the article, "Republicans were more likely to talk about businesses and taxes, while Democrats were more likely to mention jobs or the economy.") This got me thinking about doing something similar for TV programs. So I did an experiment using the excellent word cloud generator [Wordle](http://www.wordle.net/) on transcripts (generated with a single click from a [SnapStream TV search appliance](https://www.snapstream.com/enterprise/) for *The Daily Show with Jon Stewart* and Fox's *The O'Reilly Factor with Bill O'Reilly *last week (the week of the Republican Convention in Minneapolis). The results: **Monday, September 1, 2008 ** »The O'Reilly Factor with Bill O'Reilly [![](https://blog.snapstream.com/hs-fs/file-3702781420-png/blog-files/oreilly-2008-09-01-small.png?width=425&height=209&name=oreilly-2008-09-01-small.png "oreilly-2008-09-01-small")](https://blog.snapstream.com/hs-fs/file-3702781420-png/blog-files/oreilly-2008-09-01-small.png) The Daily Show with Jon Stewart (there wasn't a new episode on Monday!) **Tuesday, September 2, 2008 ** »The O'Reilly Factor with Bill O'Reilly [![](https://blog.snapstream.com/hs-fs/file-3702781430-png/blog-files/oreilly-2008-09-02-small.png?width=425&height=213&name=oreilly-2008-09-02-small.png "oreilly-2008-09-02-small")](https://blog.snapstream.com/hs-fs/file-3702781430-png/blog-files/oreilly-2008-09-02-small.png) »The Daily Show with Jon Stewart [![](https://blog.snapstream.com/hs-fs/file-3702781440-png/blog-files/tds-2008-09-02-small.png?width=425&height=186&name=tds-2008-09-02-small.png "tds-2008-09-02-small")](https://blog.snapstream.com/hs-fs/file-3702781440-png/blog-files/tds-2008-09-02-small.png) **Wednesday, September 3, 2008 ** »The O'Reilly Factor with Bill O'Reilly [![](https://blog.snapstream.com/hs-fs/file-3702781450-png/blog-files/oreilly-2008-09-03-small.png?width=425&height=199&name=oreilly-2008-09-03-small.png "oreilly-2008-09-03-small")](https://blog.snapstream.com/hs-fs/file-3702781450-png/blog-files/oreilly-2008-09-03-small.png) »The Daily Show with Jon Stewart [![](https://blog.snapstream.com/hs-fs/file-3702781460-png/blog-files/tds-2008-09-03-small.png?width=425&height=184&name=tds-2008-09-03-small.png "tds-2008-09-03-small")](https://blog.snapstream.com/hs-fs/file-3702781460-png/blog-files/tds-2008-09-03-small.png) **Thursday, September 4, 2008 ** »The O'Reilly Factor with Bill O'Reilly [![](https://blog.snapstream.com/hs-fs/file-3702781470-png/blog-files/oreilly-2008-09-04-small.png?width=425&height=188&name=oreilly-2008-09-04-small.png "oreilly-2008-09-04-small")](https://blog.snapstream.com/hs-fs/file-3702781470-png/blog-files/oreilly-2008-09-04-small.png) »The Daily Show with Jon Stewart [![](https://blog.snapstream.com/hs-fs/file-3702781480-png/blog-files/tds-2008-09-04-small.png?width=425&height=167&name=tds-2008-09-04-small.png "tds-2008-09-04-small")](https://blog.snapstream.com/hs-fs/file-3702781480-png/blog-files/tds-2008-09-04-small.png) **Friday, September 5, 2008 ** »The O'Reilly Factor with Bill O'Reilly [![](https://blog.snapstream.com/hs-fs/file-3702781490-png/blog-files/oreilly-2008-09-05-small.png?width=425&height=203&name=oreilly-2008-09-05-small.png "oreilly-2008-09-05-small")](https://blog.snapstream.com/hs-fs/file-3702781490-png/blog-files/oreilly-2008-09-05-small.png) »The Daily Show with Jon Stewart [![](https://blog.snapstream.com/hs-fs/file-3702781500-png/blog-files/tds-2008-09-05-small.png?width=425&height=184&name=tds-2008-09-05-small.png "tds-2008-09-05-small")](https://blog.snapstream.com/hs-fs/file-3702781500-png/blog-files/tds-2008-09-05-small.png) A few notes: I didn't remove commercials from the transcripts, so for the commercials that had captioning, those are reflected in the results I removed captioning cues from the transcripts so they didn't skew the results... I'm talking about things like "[Applause and cheering]" (mostly on the Daily Show :-)) and "Jon:" and "Bill:" So what do you think? Are these visualizations interesting? What are your observations? I'm not someone who has a background doing content analysis so hopefully I can get some experts to give me their conclusions. - [Tweet](https://twitter.com/share) This entry was posted on Tuesday, September 09, 2008 at 01:58 AM. You can follow any responses to this entry through the [RSS](https://blog.snapstream.com/rss.xml) feed. **What is SnapStream?** There's an unlimited amount of video content out there: 24/7 news channels, breaking news events, sports, talk shows, awards galas, entertainment shows, and so much more. 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