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Fight With Me (With Me In Seattle) (Volume 2)
More product info
From Kristen Proby
This report was last updated 11/15/2018.
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Report Info:
Note: We only analyze "reviews" and ignore one-tap "ratings".
Report Card
Warn Overall Grade
FAIL
Word Count Comparison
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FAIL
Phrase Repetition
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WARN
Deleted Reviews
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WARN
Rating Trend
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WARN
Brand Repeats
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WARN
Suspicious Reviewers
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WARN
Reviewer Participation
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PASS
Unverified Purchases
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PASS
Overlapping Review History
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PASS
Reviewer Ease
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PASS
Incentivized Reviews
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Most Trusted Reviews
The writer made an ATTEMPT to write strong, independent female ... [Go to full review]
Jun 2, 2018
100%
TRUST
TRUST
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Unverified Purchaser
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Take-Back Reviewer (89 deleted Reviews; avg. rating: 4.6)
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Easy Grader (avg. rating: 4.4)
Least Trusted Reviews
I can't get enough of Kristen Proby. Believable characters, intense ... [Go to full review]
May 31, 2014
0%
TRUST
TRUST
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Verified Purchaser
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Overrepresented word count (25 words)
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Contains repetitive phrases (
show)
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Brand Loyalist (4 of 7 reviews for this brand; avg rating: 4.8)
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Overrepresented Participation (posted 7 Reviews)
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Critical Reviewer (avg. rating: 4.3)
Analysis Details
Fail
Word Count Comparison
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- 45%
- 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 433 reviews (or 45%) are within an overrepresented word count group. These reviews have rated this product an average of 4.6, while all other reviews have rated this product an average of 4.3. 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.
Fail
Phrase Repetition
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Reviews that contain one of these phrases are NOT necessarily devalued; read more about how this test works here.
120 of the 961 total reviews for this product use substantial repetitive phrases between them. These reviewers have rated this product an average of 4.7 while reviews without substantial repetitive phrases 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
Deleted Reviews
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We discovered a total of 15 deleted Reviews for this product, with an average rating of 4.5. 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.
Warn
Rating Trend
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- 21%
- Created over 25 days
We counted 961 reviews for this product over the span of 2,121 days, an average of 0.5 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 25 days exceeding this threshold:In total, we found that 199 reviews were created on just 25 days. This is an excessively high number of reviews submitted on these high volume days.
Warn
Brand Repeats
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Brand Repeaters
574 of the 961 reviewers have reviewed other products for this brand. While this is more Brand Repeaters than we'd expect to see, the discrepancy in ratings between the Brand Repeaters and non-repeaters isn't significant enough to rule out the possibility of it being due to random chance.
Brand Loyalists
22 of the 961 reviewers have reviewed multiple products but half or more of their reviews are for this brand. While this is more Brand Loyalists than we'd expect to see, the discrepancy in ratings between the Brand Loyalists and non-loyalists isn't significant enough to rule out the possibility of it being due to random chance.
Warn
Suspicious Reviewers
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Take-Back Reviewers
78 of the 961 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 Participation
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- 42%
- 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 401 reviewers (or 42%) are within an overrepresented participation group. While this is more reviews from overrepresented participation groups than we'd expect to see, these reviews do not appear to have a significant impact on the overall rating.
Pass
Unverified Purchases
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183 of the 961 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
Overlapping Review History
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Reviewers of this product have ALSO reviewed the following products:
15% also reviewed:
Rush Too Far: A Rosemary Beach Novel (The... by Abbi Glines
14% also reviewed:
Existence by Abbi Glines
14% also reviewed:
Real (The REAL series Book 1) by Katy Evans
13% also reviewed:
Mystery Man (Dream Man (1)) by Kristen Ashley
13% also reviewed:
Simple Perfection: A Rosemary Beach Novel (6)... by Abbi Glines
13% also reviewed:
The Game Changer: A Novel (The Game Series) by Brand: Amazon Publishing
12% also reviewed:
Trouble by Samantha Towle
12% also reviewed:
Down London Road (On Dublin Street Book 2) by Samantha Young
Does not include products
from the same brand
from the same brand
369 of the 961 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
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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 4.4, while the average ease score for reviewers in this category is 4.4.
4.4 Product's Average Ease Score
4.4 Category's Average Ease Score
Read more about our Reviewer Ease test.
Pass
Incentivized Reviews
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On Oct 3, 2016, Amazon prohibited incentivized reviews, however we still test for them since there are still millions in our dataset.
1 of the 961 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.