Named and Shamed: Pony girl training begins... (The Pony Tales Book 4)
More product info
From C. P. Mandara
Refresh the report to view the most up-to-date data available:
Note: We only analyze "reviews" and ignore one-tap "ratings".
Report Card











Most Trusted Reviews
TRUST
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Verified Purchaser
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Critical Reviewer (avg. rating: 4.1)
Least Trusted Reviews
TRUST
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Unverified Purchaser
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Created on a high volume day
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Overrepresented word count (71 words)
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Contains repetitive phrases (
show)
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Overlapping Review History: reviewed 7 of 9 top products
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Easy Grader (avg. rating: 4.8)
Analysis Details

We discovered a total of 5 deleted Reviews for this product, with an average rating of 5. Even though deleted reviews don't affect the average rating, the fact that action was taken to delete reviews raises some red flags about the integrity of the reviews for the product as whole.
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.

4.6 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.

30% also reviewed:
The Highlander (The Rise of The Aztecs Book 1) by Zoe Saadia
26% also reviewed:
The Reluctant Jesus by Duncan Whitehead
26% also reviewed:
The Forever Girl: A New Adult Paranormal Romance... by Rebecca Hamilton
24% also reviewed:
The Gordonston Ladies Dog Walking Club by Duncan Whitehead
22% also reviewed:
Jamaican American Thug Drama (The Jamaican... by J. S. Lewis
22% also reviewed:
Spilt Milk: A Collection of Stories by D.K. Cassidy
22% also reviewed:
The Gordonston Ladies Dog Walking Club Part II:... by Duncan Whitehead
22% also reviewed:
The Cost of Crude: A Novel by Inge-Lise Goss
22% also reviewed:
Curious Reality: From the World of Spilt Milk by DK Cassidy
31 of the 76 reviewers have substantial overlapping product review history. These reviewers have rated this product an average of 4.9 while the reviewers who have a more unique product review history rated this product an average of 4.4. 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.

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- 42%
- Created over 12 days
We counted 76 reviews for this product over the span of 2,538 days, an average of 0.0 reviews per day. If these reviews were created randomly, there would be a 99.9% chance that we would see 1 or fewer reviews on any given day.
However, we see the following 12 days exceeding this threshold:In total, we found that 32 reviews were created on just 12 days. This is an excessively high number of reviews submitted on these high volume days.

62 of the 76 total reviews for this product are unverified purchases. This is an excessively large percentage of unverified purchases and it may indicate unnatural reviews.
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.

5 of the 76 total reviews for this product admitted to receiving a free or discounted product in exchange for a review. This is more than we would expect see; the presences of at least one incentivized review indicates that there may be more, since not all reviewers will disclose that they had received an incentive to post a 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.

Take-Back Reviewers
29 of the 76 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, the discrepancy in ratings between the Take-Back Reviewers and reviewers who don't have any deleted reviews in their history isn't significant enough to rule out the possibility of it being due to random chance.

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- 55%
- 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 42 reviews (or 55%) are within an overrepresented word count group. This is an excessively high number of reviews in overrepresented word count groups.

(4.2/5)
(4.5/5)
(5.0/5)
(5.0/5)
(4.8/5)
(5.0/5)
(5.0/5)
(4.7/5)
(5.0/5)
(5.0/5)
(5.0/5)
21 of the 76 total reviews for this product use substantial repetitive phrases between them. This is an excessively large percentage which may indicate unnatural reviews.

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- 0%
- From reviewers with an overrepresented participation
Read more about our Reviewer Participation test.

Brand Repeaters
17 of the 76 reviewers have reviewed other products for this brand. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.