flaneur/verify/results/hostelworld_review_themes.md

Hostelworld review themes (last 12 months)

• Generated: 2026-01-03T01:54:19
• Window: last 365 days
• Negative threshold: <= 65/100
• Positive threshold: >= 85/100

HO36

Metric	Value
Window since	2025-01-03
Reviews (12m)	16
Overall mean (/100)	84.4
Overall median (/100)	89.0
Positive / Neutral / Negative	12 / 3 / 1

Subscore (avg/10)	Score
cleanliness	9.1
facilities	8.9
staff	9.4
atmosphere	8.2
safety	8.1
location	6.4
value	9.0

Themes (mentions, min 5)

positive

• safety_neighborhood: 7
• cleanliness: 7

Top keywords (sanity check)

negative when (3), checked (2), ask (2), out (2), luggage (2), staff (1), didn (1), give (1), keycard (1), nor (1), towel (1), had (1), back (1), reception (1), area (1)

positive hostel (16), nice (13), great (8), area (7), good (7), rooms (5), there (5), staff (5), clean (4), super (4), central (4), location (4), comfortable (4), walking (4), stay (4)

Flaneur

Metric	Value
Window since	2025-01-03
Reviews (12m)	51
Overall mean (/100)	78.3
Overall median (/100)	83.0
Positive / Neutral / Negative	25 / 15 / 11

Subscore (avg/10)	Score
cleanliness	7.4
facilities	7.3
staff	9.1
atmosphere	7.8
safety	8.0
location	7.3
value	8.0

Themes (mentions, min 5)

negative

• cleanliness: 7
• safety_neighborhood: 5
• staff_reception: 5

neutral

• cleanliness: 12
• kitchen_food: 8
• staff_reception: 7
• sleep_noise: 5

positive

• staff_reception: 11
• cleanliness: 9
• kitchen_food: 8
• safety_neighborhood: 6
• sleep_noise: 5

Top keywords (sanity check)

negative hostel (8), people (6), had (6), staff (6), room (6), bathrooms (5), there (4), like (4), nice (4), place (3), felt (3), beds (3), location (3), stay (3), super (3)

positive good (15), staff (12), hostel (12), great (10), clean (9), stay (9), nice (9), room (7), common (7), there (7), place (7), from (7), which (7), kitchen (6), would (6)