The sources of misinformation that thrived in Parler

This is part 3 of a multi-part series where I analyze data scraped from Parler before it was shut down by Amazon. In part 1, I analyzed the frequency of violent hashtags, and in part 2 I got distracted by the bizarre campaign finance records of Marjorie Taylor Greene and the quarter million in dark money that made its way into Parler over the course of a single month.

What is misinformation?

Most Parler users are highly critical of Bill Gates, but I didn’t have the means to classify all posts into positive/negative sentiments. It is possible (although extremely unlikely) that there is some Parley out there where a user is simply sharing the humanitarian achievements of the Gates Foundation.
The monthly word cloud of hashtags on posts that reference Bill Gates in any way.
A couple lines of Wolfram Language code generated the GIF above.

Misinformation is constantly adapting

#OPENAMERICANOW !!
We have the Medicines !!
We have the logistics/hospitals !!
#KidsAreSafe
#NoVaccineForMe !!
We already are at #herdimmunity
#NoMask =Healthy
#Mask =Sick, vulnerable or terrorist.
#NoContactTracingForMe
#Science
#billgatesbioterrorist
Ask #DrJudyAMikovits and about #FauciTheFraud !
#USA USA USA!
#ChicanosForTrump
#MAGA #MAGA2020
Dr. Atlas Breaks Down the REAL COVID-19 Numbers on The Ingraham Angle — Rebukes CDC Director Dr. Redfield on Scare Tactics (VIDEO)

Dr. Scott Atlas’ appearances on Fox News are marked by red vertical lines. I had to search the Fox News website to collect these dates, so there may have been other appearances that were not labeled. The green line on the right is the day he resigned from the White House Coronavirus Task Force.

I don’t want to say anything against Dr. Atlas as a person but I totally disagree with the stand he takes. I just do, period.
— Dr. Anthony Fauci, November 19th, 2020, NBC News

Misinformation videos that inspire violence

I wrote a function named ViolentQ (honoring the naming scheme of the Wolfram Language) which first checks for violent hashtag patterns, then passes the post body into AWS Comprehend if a match is not found.
Videos that provoke angry/hateful responses are primarily hosted by these two companies.
Due to the amount of overlap between video topics on BitChute and YouTube, there is no easy way to separate them in this rendering. However, it becomes clear that videos on QAnon, Sidney Powell’s efforts to “release the kraken”, and the far-right militia group Proud Boys, are predominately shared on Rumble.

The Pirate Bay

We don’t condone gun violence. We believe that the world needs less guns, not more of them. We believe however that these prints will stay on the internets regardless of blocks and censorship, since that’s how the internets works. If there’s a lunatic out there who wants to print guns to kill people, he or she will do it. With or without TPB. Better to have these prints out in the open internets (TPB) and up for peer review (the comment threads), than semi hidden in the darker parts of the internet.

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