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From Colleen Hoover
This report was last updated 5/9/2020.
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Report Info:
Note: While Amazon.com claims 1,897 Ratings, we counted 1,896 Reviews available on their site.
Note: We only analyze "reviews" and ignore one-tap "ratings".
Note: We only analyze "reviews" and ignore one-tap "ratings".
Report Card
Pass Overall Grade
FAIL Phrase Repetition
WARN Rating Trend
WARN Unverified Purchases
WARN Suspicious Reviewers
WARN Reviewer Ease
PASS Word Count Comparison
PASS Overlapping Review History
PASS Reviewer Participation
PASS Brand Repeats
PASS Incentivized Reviews
PASS Deleted Reviews
Most Trusted Reviews
Every time I pick up a Colleen Hoover book, I ... [Go to full review]
Jan 18, 2020
100%
TRUST
TRUST
- Verified Purchaser
- Take-Back Reviewer (3 deleted Reviews; avg. rating: 4.7)
- Brand Repeater (5 of 123 reviews for this brand; avg rating: 4.8)
- Overlapping Review History: reviewed 1 of 9 top products
- Easy Grader (avg. rating: 4.4)
Least Trusted Reviews
This book had me laughing AND crying! I couldn’t put ... [Go to full review]
Jan 7, 2020
0%
TRUST
TRUST
- Unverified Purchaser
- Created on a high volume day
- Contains repetitive phrases (show)
- Take-Back Reviewer (1 deleted Review; avg. rating: 5.0)
- Easy Grader (avg. rating: 4.6)
Analysis Details
Fail 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
89 reviews
(4.6/5)
(4.6/5)
57 reviews
(5.0/5)
(5.0/5)
79 reviews
(4.8/5)
(4.8/5)
115 reviews
(4.8/5)
(4.8/5)
44 reviews
(4.9/5)
(4.9/5)
42 reviews
(5.0/5)
(5.0/5)
28 reviews
(5.0/5)
(5.0/5)
93 reviews
(4.7/5)
(4.7/5)
54 reviews
(4.8/5)
(4.8/5)
15 reviews
(5.0/5)
(5.0/5)
Common Phrases in Titles:
15 reviews
(5.0/5)
(5.0/5)
259 of the 1,896 total reviews for this product use substantial repetitive phrases between them. These reviewers have rated this product an average of 4.9 while reviews without substantial repetitive phrases rated this product an average of 4.7. 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 Rating Trend
-
- 40%
- Created over 19 days
We counted 1,896 reviews for this product over the span of 148 days, an average of 12.8 reviews per day. If these reviews were created randomly, there would be a 99.9% chance that we would see 26 or fewer reviews on any given day.
However, we see the following 19 days exceeding this threshold:In total, we found that 758 reviews were created on just 19 days. This is an excessively high number of reviews submitted on these high volume days.
Warn Unverified Purchases
1,339 of the 1,896 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 Suspicious Reviewers
Take-Back Reviewers
483 of the 1,896 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.
Warn 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 4.5, while the average ease score for reviewers in this category is 4.2. While this discrepancy is rather large, it is not quite large enough to rule out the possibility of it being due random chance.
4.5 Product's Average Ease Score
4.2 Category's Average Ease Score
Read more about our Reviewer Ease test.
Pass Word Count Comparison
-
- 0%
- Have an overrepresented word count
We didn't find any review word count groups that had a statistically significant greater concentration than what we'd expect to see in this category.
Read more about our Word Count Comparison test.
Read more about our Word Count Comparison test.
Pass Overlapping Review History
Reviewers of this product have ALSO reviewed the following products:
6% also reviewed:
The Kiss Thief by LJ Shen
6% also reviewed:
Ugly Love: A Novel by Colleen Hoover
5% also reviewed:
Hate Notes by Keeland, Vi
4% also reviewed:
The Ghostwriter by Torre, Alessandra
4% also reviewed:
What the Wind Knows by Amy Harmon
4% also reviewed:
The Gravity of Us by Brittainy Cherry
4% also reviewed:
When We Believed in Mermaids: A Novel by Barbara O'Neal
4% also reviewed:
Massage Gun Deep Tissue Percussion Muscle... by Mia Sheridan
482 of the 1,896 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 Participation
-
- 27%
- 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 512 reviewers (or 27%) are within an overrepresented participation group. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Pass Brand Repeats
Brand Repeaters
143 of the 1,896 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.
17 of the 1,896 total reviews for this product admitted to receiving a free or discounted product in exchange for a review. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
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.