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Residual Thoughts
A data-focused blog about tech, economics and psychology

Analysis with R

  • Analysis with R

Learning Spanish with R and Tableau: The Most Common Spanish Words Visualized

Posted on December 15, 2018by Joe Hovde
Most common spanish words

I am trying to learn a bit of Spanish very quickly. I’m going to Peru in a few months and I think it would be fun to see how much I can learn for that trip. I have never formally studied Spanish but am familiar with Romance languages and so I feel like I’m learning […]

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  • Analysis with R

Growth in Government Requests for Facebook Data

Posted on May 3, 2018May 3, 2018by Joe Hovde
Top governments requesting facebook data

The relationship between government and Facebook is increasingly complicated. I recently worked on a project with Big Finish Digital, a new advertising agency, looking at the rise in government requests for Facebook data around the world. The founders of Big Finish are interested in data privacy and the ethics around data in advertising, and gave […]

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  • Analysis with R

Sentiment Analysis of Media Coverage of Facebook

Posted on April 18, 2018by Joe Hovde
Bigrams of NYT coverage of facebook

I recently worked on data for a story with Charlie Warzel at Buzzfeed about media coverage of Facebook over time. I am  really interested in the decline of public opinion towards Big Tech, and wanted to quantify it. Getting Data from the NYT API I started by using the New York Times API to pull […]

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  • Analysis with R

Taylor Swift’s Newfound Infatuation with Alcohol

Posted on April 11, 2018September 3, 2019by Joe Hovde
Taylor Swift alcohol references in new album

Update: A few people reached out asking me to re-run this analysis for Ms. Swift’s latest album, Lover. I did and was somewhat surprised to see that the alcohol references weren’t a passing phase. I followed the same methodology as I did for the below, but this time put the data into Tableau Public for […]

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  • Analysis with R

Topic Analysis of Tim Ferriss’ Podcast Using Rvest

Posted on March 28, 2018April 4, 2018by Joe Hovde

March 28, 2018 Text Analysis of Tim Ferriss Podcast Episodes Using R I recently came across a great respository of transcripts from Tim Ferriss’ podcast, courtesy of transcripts.io. I don’t actually listen to Ferriss’ podcast (too heavily monetized for my taste), but I know that many do and he gets great guests. I thought I’d […]

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  • Analysis with R

Analyzing Facebook Messages in R

Posted on February 12, 2018May 23, 2018by Joe Hovde
Facebook messages over time

Facebook Profile Data Analysis It’s fun to see data about yourself. So upon learning that you can download all of your facebook data, I think it’s natural to want to analyze it. Facebook makes it quite easy to download all of your data, but analyzing it is harder. You get a .zip file with a […]

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