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About 42% of 720 million Amazon reviews assessed by the monitoring service Fakespot from March through September were unreliable, up from about 36% for the same period last year. The rise in fake reviews corresponded with the stampede online of millions of virus-avoiding shoppers.

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    There is also an apparent word or length limit for new Amazon reviewers. To get past this, some will add extra random text. This reviewer wrote a five paragraph review using only dummy text. This type of thing is only seen in people's earlier reviews while the length requirement is in effect. After that, they give minimal effort in their reviews, but they don't attempt to lengthen them. Next, I used K-Means clustering to find clusters of review components. A cluster is a grouping of reviews in the latent feature vector-space, where reviews with similarly weighted features will be near each other. This means a single cluster should actually represent a topic, and the specific topic can be figured out by looking at the words that are most heavily weighted. For example, clusters with the following words were found, leading to the suggested topics:



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    Paste an Amazon URL into the ReviewMeta(Opens in a new window) search bar, and the website will eliminate reviews it deems unreliable and replace Amazon's aggregate rating with one from ReviewMeta. So our 4.7-star test product(Opens in a new window) is cut down to 4.1 stars after 87% of potentially unnatural reviews are removed. If you happen across a review you believe is fake, you can report it to Amazon, and mark it for investigation and possible removal. Just click the Report abuse under the review.


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