Photo by irina slutsky | CC BY 2.0
Near the end of 2014 Kim Kardashian set out to “break the internet.” She posed naked for pictures. This went great, getting 1% of entire internet activity on the day she did it. Now the worry is that such expressions of democracy will be gone when we lose net neutrality.
Net neutrality is a funny phrase. There certainly was net neutrality when leftist websites were blacklisted from Google. And when Amazon’s Jeff Bezos bought the Washington Post. Not to mention that all the content we receive come from six large companies who own just about all the media we consume. It is odd to see people who solely consume corporate outlets such as MSNBC bemoaning the loss of net neutrality.
What may be more troubling than the loss of a supposedly free internet is that so many of us were fooled already. Even in a neutral setting so many of us preferred to consume the very same websites that will now be able to pay for advantages on the internet.
The term “fake news” has never quite told the whole story. The idea that there is some sort of liberal conspiracy being peddled by all mainstream news outlets is silly. These people are only liberal to hide their corporate agenda from liberals, and I suppose everyone who hates liberals. Once you count the liberals and the liberal haters you don’t have many people left. Moreover, the news isn’t necessarily purely fake that often. When ABC suspended Brian Ross it was essentially for spreading fake news. What is a more effective strategy than outward lying is telling part of the truth. Or just spinning speculation without ever presenting evidence, Russia interference in the US elections being the blueprint. All bets are off for imperialism though I think. The New York Times and the Iraq war come to mind.
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More than a Million Pro-Repeal Net Neutrality Comments were Likely Faked
November 25, 2017
More than a Million Pro-Repeal Net Neutrality Comments were Likely Faked
I used natural language processing techniques to analyze net neutrality comments submitted to the FCC from April-October 2017, and the results were disturbing.
NY Attorney General Schneiderman estimated that hundreds of thousands of Americans’ identities were stolen and used in spam campaigns that support repealing net neutrality. My research found at least 1.3 million fake pro-repeal comments, with suspicions about many more. In fact, the sum of fake pro-repeal comments in the proceeding may number in the millions. In this post, I will point out one particularly egregious spambot submission, make the case that there are likely many more pro-repeal spambots yet to be confirmed, and estimate the public position on net neutrality in the “organic” public submissions.¹
Key Findings:²
Breaking Down the Submissions
Given the well documented irregularities throughout the comment submission process, it was clear from the start that the data was going to be duplicative and messy. If I wanted to do the analysis without having to set up the tools and infrastructure typically used for “big data,” I needed to break down the 22M+ comments and 60GB+ worth of text data and metadata into smaller pieces.⁴
Thus, I tallied up the many duplicate comments⁵ and arrived at 2,955,182 unique comments and their respective duplicate counts. I then mapped each comment into semantic space vectors⁶ and ran some clustering algorithms on the meaning of the comments.⁷ This method identified nearly 150 clusters of comment submission texts of various sizes.⁸
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