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Clementine: The Life of Mrs. Winston Churchill
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From Sonia Purnell
This report was last updated 8/27/2017.
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Report Info:
Last Updated: Aug 27, 2017
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Note: We only analyze "reviews" and ignore one-tap "ratings".
Report Card
Warn Overall Grade
FAIL
Suspicious Reviewers

WARN
Word Count Comparison

WARN
Reviewer Participation

PASS
Rating Trend

PASS
Unverified Purchases

PASS
Phrase Repetition

PASS
Overlapping Review History

PASS
Reviewer Ease

PASS
Brand Repeats

PASS
Incentivized Reviews

PASS
Deleted Reviews

Most Trusted Reviews
I have read a lot about Winston Churchill, but knew ... [Go to full review]
Jan 26, 2016
100%
TRUST
TRUST
-
Verified Purchaser
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Contains repetitive phrases (
show)
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Take-Back Reviewer (2 deleted Reviews; avg. rating: 5.0)
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Overlapping Review History: reviewed 3 of 9 top products
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Critical Reviewer (avg. rating: 4.0)
Least Trusted Reviews
Hard to follow due to jumping from dates such as ... [Go to full review]
Jul 18, 2017
5%
TRUST
TRUST
-
Verified Purchaser
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Overrepresented word count (22 words)
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Single-Day Reviewer (posted all reviews on Jul 18, 2017)
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Overrepresented Participation (posted 2 Reviews)
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Critical Reviewer (avg. rating: 4.0)
Analysis Details
Fail
Suspicious Reviewers

Take-Back Reviewers
8 of the 277 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.
Single-Day Reviewers
36 of the 277 reviewers have written multiple reviews but posted all of them on a single day. The Single-Day reviewers have rated this product an average of 4.7 while all other reviewers 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.
Warn
Word Count Comparison

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- 61%
- 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 3 groups with a statistically significant greater concentration than what we'd expect to see:In total, we found that 169 reviews (or 61%) are within an overrepresented word count group. This is an excessively high number of reviews in overrepresented word count groups.
Warn
Reviewer Participation

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- 80%
- From reviewers with an overrepresented participation
We see the following 2 participation groups with a statistically significant greater concentration than what we'd expect to see:In total, we found that 222 reviewers (or 80%) are within an overrepresented participation group. This is an excessively high number of reviewers in overrepresented participation groups.
Pass
Rating Trend

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- 5%
- Created over 2 days
We counted 277 reviews for this product over the span of 654 days, an average of 0.4 reviews per day. If these reviews were created randomly, there would be a 99.9% chance that we would see 4 or fewer reviews on any given day.
However, we see the following 2 days exceeding this threshold:In total, we found that 13 reviews were created on just 2 days. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Pass
Unverified Purchases

19 of the 277 total reviews for this product are unverified purchases. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
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.
Pass
Phrase Repetition

Reviews that contain one of these phrases are NOT necessarily devalued; read more about how this test works here.
Common Phrases in Reviews:
Show MoreShow Less
4 reviews
2 reviews
10 reviews
5 reviews
8 reviews
4 reviews
2 reviews
4 reviews
3 reviews
2 reviews
30 of the 277 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:
6% also reviewed:
The Girl on the Train: A Novel by Paula Hawkins
5% also reviewed:
The Nightingale: A Novel by Kristin Hannah
5% also reviewed:
All the Light We Cannot See: A Novel by Anthony Doerr
3% also reviewed:
Go Set a Watchman LP: A Novel by HarperLuxe
3% also reviewed:
Killing Patton: The Strange Death of World War... by Bill O'Reilly
2% also reviewed:
In the Unlikely Event by Blume, Judy/ McInerney, Kathleen (NRT)
2% also reviewed:
The Wright Brothers by David McCullough
Does not include products
from the same brand
from the same brand
60 of the 277 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
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 4.3, while the average ease score for reviewers in this category is 4.3.
4.3 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.
Pass
Brand Repeats

Brand Repeaters
1 of the 277 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.
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.