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Secrets of a Side Bitch 4
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From Jessica Watkins
This report was last updated 6/11/2017.
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Report Info:
Last Updated: Jun 11, 2017
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Note: We only analyze "reviews" and ignore one-tap "ratings".
Top products in Literature & Fiction with authentic reviews:
Report Card
Fail Overall Grade
FAIL
Brand Repeats

FAIL
Suspicious Reviewers

FAIL
Reviewer Ease

WARN
Rating Trend

WARN
Unverified Purchases

WARN
Word Count Comparison

WARN
Reviewer Participation

PASS
Phrase Repetition

PASS
Overlapping Review History

PASS
Incentivized Reviews

PASS
Deleted Reviews

Most Trusted Reviews
I want me an Omari! The book is well written ... [Go to full review]
Jan 16, 2017
100%
TRUST
TRUST
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Verified Purchaser
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Brand Repeater (2 of 7 reviews for this brand; avg rating: 5.0)
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Critical Reviewer (avg. rating: 3.6)
Least Trusted Reviews
I absolutely love it!!!!!!!!!!! [Go to full review]
Mar 2, 2015
0%
TRUST
TRUST
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Unverified Purchaser
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Created on a high volume day
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Overrepresented word count (4 words)
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One-Hit Wonder
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Never-Verified Reviewer
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Overrepresented Participation (posted 1 Review)
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Easy Grader (avg. rating: 5.0)
Analysis Details
Fail
Brand Repeats

Brand Loyalists
101 of the 1,197 reviewers have reviewed multiple products but half or more of their reviews are for this brand. This is an excessively large percentage of Brand Loyalists which may indicate unnatural reviews.
Brand Monogamists
40 of the 1,197 reviewers have reviewed multiple products, but only for this brand. This is an excessively large percentage of Brand Monogamists which may indicate unnatural reviews.
Fail
Suspicious Reviewers

One-Hit Wonders
225 of the 1,197 reviewers have only reviewed this product. The One-Hit Wonders have rated this product an average of 4.9 while the reviewers who have posted more than one review have rated this product an average of 4.8. Based on our statistical modeling, the discrepancy in average rating between these two groups is significant enough to believe that the difference is not due to random chance, and may indicate that there are unnatural reviews.
Never-Verified Reviewers
345 of the 1,197 reviewers have never written a verified purchase review. The Never-Verified Reviewers have rated this product an average of 4.9 while the reviewers who have written at least one verified purchase review rated this product an average of 4.8. Based on our statistical modeling, the discrepancy in average rating between these two groups is significant enough to believe that the difference is not due to random chance, and may indicate that there are unnatural reviews.
Take-Back Reviewers
10 of the 1,197 reviewers have had at least one of their past reviews for another product deleted. While this is more Take-Back Reviewers than we'd expect to see, it does not appear to have a significant impact on the overall rating.
Fail
Reviewer Ease

The ease score is the average rating for all reviews that a given reviewer submits. The average ease score for reviewers of this product is 4.6, while the average ease score for reviewers in this category is 4.2. Based on our statistical modeling, the discrepancy in average rating between these two groups is significant enough to believe that the difference is not due to random chance, and may indicate that there are unnatural reviews.
4.6 Product's Average Ease Score
4.2 Category's Average Ease Score
Read more about our Reviewer Ease test.
Warn
Rating Trend

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- 19%
- Created over 20 days
We counted 1,197 reviews for this product over the span of 848 days, an average of 1.4 reviews per day. If these reviews were created randomly, there would be a 99.9% chance that we would see 7 or fewer reviews on any given day.
However, we see the following 20 days exceeding this threshold:In total, we found that 223 reviews were created on just 20 days. This is an excessively high number of reviews submitted on these high volume days.
Warn
Unverified Purchases

766 of the 1,197 total reviews for this product are unverified purchases. While this is a higher percentage of unverified purchases than we'd expect to see, it does not appear to have a significant impact on the overall rating.
Unverified purchases may be the result of Kindle Unlimited readers, buyers who didn't pay full price, or reviewers who did not purchase the product at Amazon. Read more about our Unverified Purchases test.
Warn
Word Count Comparison

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- 48%
- Have an overrepresented word count
In the graph above, we can see the distribution of review word counts for this product and the expected distribution for this category. We see the following 2 groups with a statistically significant greater concentration than what we'd expect to see:In total, we found that 579 reviews (or 48%) are within an overrepresented word count group. While this is more reviews from overrepresented word count groups than we'd expect to see, these reviews do not appear to have a significant impact on the overall rating.
Warn
Reviewer Participation

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- 54%
- From reviewers with an overrepresented participation
We see the following 1 participation group with a statistically significant greater concentration than what we'd expect to see:In total, we found that 650 reviewers (or 54%) are within an overrepresented participation group. This is an excessively high number of reviewers in overrepresented participation groups.
Pass
Phrase Repetition

Reviews that contain one of these phrases are NOT necessarily devalued; read more about how this test works here.
96 of the 1,197 total reviews for this product use substantial repetitive phrases between them. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Pass
Overlapping Review History

Reviewers of this product have ALSO reviewed the following products:
4% also reviewed:
A Child of A Crack Head by Shameek a Speight
3% also reviewed:
Her So Called Husband by Chenell Parker
2% also reviewed:
Rozalyn 6: The Finale by Shan
2% also reviewed:
Reserve My Curves: Your Husband Chose Me by B.M. Hardin
2% also reviewed:
YOUR HUSBAND MY MAN by K.C. BLAZE
2% also reviewed:
Fifty Shades Freed: Book Three of the Fifty... by Random House
2% also reviewed:
Remy and Rose': A Hood Love Story by Mz. Lady P
2% also reviewed:
Kingpin Wifeys, Season I, Box Set 1-3 by K. Elliott
Does not include products
from the same brand
from the same brand
149 of the 1,197 reviewers have substantial overlapping product review history. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Pass
Incentivized Reviews

On Oct 3, 2016, Amazon prohibited incentivized reviews, however we still test for them since there are still millions in our dataset.
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- 0%
- Admitted to receiving an incentive
We didn't detect any reviews that used language indicating they were incentivized.
Read more about our Incentivized Reviews test. Check out our study showing that Incentivized Reviewers are much more likely to leave a positive review.
Read more about our Incentivized Reviews test. Check out our study showing that Incentivized Reviewers are much more likely to leave a positive review.
Pass
Deleted Reviews

- 0
- Reviews have been deleted
We have not discovered any deleted reviews for this product.
There are a few limitations to keep in mind regarding the Deleted Reviews test:
There are a few limitations to keep in mind regarding the Deleted Reviews test:
- We don't have a magic ability to collect every single deleted review; we can only identify reviews as deleted if we collect them on one date and then notice they are no longer visible on a subsequent date.
- We have no information on reviews that were never published in the first place.
- We also don't know why these reviews were removed. It could be action from the platform, personal decision by the review author, part of an entire account closure, even some data error on our part, etc.