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Evidence Riad Dia

Suspicious-review evidence

Review rows behind the suspicious-review warning. This is a pattern detector, not a fraud verdict.

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≈236 possibly bought · 1298 top-rated reviews scanned

Explain how it works

We compare every 5★ review's word count against the global distribution. Hostels where unusually many top-rated reviews are suspiciously short — way under the typical length — start to look like the staff (or a "boost my listing" service) is padding the score with throwaway praise.

The detector flags reviews that are both top-rated and below a length threshold, then estimates how many of them statistically shouldn't exist. For this hostel we scanned 1298 top-rated reviews and 0% were suspiciously short.

Length z-score: 15.32. A z-score measures how far this hostel's distribution of 5★ review lengths sits from the global average, in standard deviations. 0 = perfectly typical. 1–2 = slightly unusual but within normal noise. 3–5 = strongly anomalous. Anything 10+ means the pattern is so far from the global norm that it's effectively impossible to get there organically — at 35 we're talking "the lengths cluster in a way no honest mix of guests has ever produced." Higher = more compressed/uniform than reality should allow.

This is a heuristic, not a verdict — it surfaces hostels worth a second look, not proof of fraud. Read the actual reviews below and judge for yourself.

  1. Suspiciously short 1 word 100%

    最高！！！！！

    Japan FEMALE 31-40
  2. Suspiciously short 1 word 100%

    Fantastic

    Ireland MALE 18-24
  3. Suspiciously short 1 word 100%
    Translated to English

    This is so beautiful!!

    Italy FEMALE 31-40
  4. Suspiciously short 1 word 100%

    Brilliant

    England MALE 25-30
  5. Suspiciously short 1 word 100%

    recomendado

    Spain MALE 25-30
  6. Suspiciously short 1 word 100%

    Excellent

    England MALE 25-30
  7. Suspiciously short 2 words 97%

    perfect stay

    Germany FEMALE 25-30
  8. Suspiciously short 2 words 100%
    Translated to English

    This is an amazing experience.

    Spain MALE 25-30
  9. Suspiciously short 2 words 100%
    Translated to English

    Kulshi mzyan!! is the best!

    Germany MALE 18-24
  10. Suspiciously short 2 words 89%
    Translated to English

    Very nice!

    Canada MALE 18-24
  11. Suspiciously short 2 words 100%

    Great hospitality

    Italy MALE 18-24
  12. Suspiciously short 2 words 100%
    Translated to English

    Everything is fine.

    Morocco MALE 18-24
  13. Suspiciously short 2 words 100%

    Great stay

    Wales MALE 31-40
  14. Suspiciously short 2 words 100%

    All goood

    England MALE 18-24
  15. Suspiciously short 2 words 100%
    Translated to English

    This is excellent:)

    Ireland FEMALE 31-40
  16. Suspiciously short 2 words 100%

    Very good🙏

    Norway MALE 18-24
  17. Suspiciously short 2 words 100%

    That’s perfect!

    Canada FEMALE 18-24
  18. Suspiciously short 2 words 100%

    good stay!

    Germany ALLMALEGROUP 25-30
  19. Suspiciously short 2 words 100%

    Amazing place.

    England MALE 18-24
  20. Suspiciously short 2 words 100%
    Translated to English

    Stay amazing.

    New Zealand MALE 25-30
  21. Suspiciously short 2 words 100%
    Translated to English

    Best place to be!

    Germany MALE
  22. Suspiciously short 2 words 100%

    Soo great!

    Germany MALE 18-24
  23. Suspiciously short 2 words 100%

    muy bueno

    Italy MALE 31-40
  24. Suspiciously short 2 words 100%

    Tres bien

    USA MALE 18-24
  25. Suspiciously short 2 words 100%

    Very good.

    Italy MALE 18-24