Seattle Restaurants snapshot: 31 analyzed locations, 22,157 published reviews, and a reported average rating of 4.36.
A bounded Seattle restaurant snapshot
Evidence
Evidence snapshot
The article uses this Google Maps dataset scope before interpreting review themes.
- Locations
- 31
- Published reviews
- 22,157
- Reviews analyzed
- 2,106
- Average rating
- 4.36
The Seattle snapshot covers 31 analyzed restaurant locations, alongside 22,157 published reviews and a reported average rating of 4.36. These figures describe one locality and establish the scale of the view. They offer a bounded account of the included locations rather than a claim about all restaurants in the city.
Evidence:
- Snapshot: analyzed locations: 31; published reviews: 22,157; reported average rating: 4.36; localities count: 1
What the food theme can—and cannot—show
Evidence
Food evidence
Google Maps reviews show how this topic splits between complaints and praise.
- Complaint share
- 11.97
- Praise share
- 57.64
- Complaint share
- 12%
- Praise share
- 57.6%
- Reviews analyzed
- 2,106
Great food.
Terrible food and service.
Food is identified as a theme within the analyzed review material. In this bounded view, that establishes a food-related signal but does not reveal which dishes, attributes, or guest judgments shaped it. The visible topic measurements provide the available detail without supporting a narrower interpretation of the dining experience.
Evidence:
- Food: percentage: 11.97%; reported praise percentage (denominator not supplied): 57.64%; sample reviews analyzed: 2,106
Attentive guidance shapes one service account
Evidence
Service evidence
Google Maps reviews show how this topic splits between complaints and praise.
- Complaint share
- 9.07
- Praise share
- 42.26
- Complaint share
- 9.1%
- Praise share
- 42.3%
- Reviews analyzed
- 2,106
Great service.
Terrible food and service.
One guest described staff taking time to explain the menu and remaining attentive during the visit. That account gives the service theme a concrete dimension. Assistance was expressed through both menu guidance and sustained attention, though a single comment cannot establish how broadly that experience occurred across the analyzed locations.
Evidence:
- Service: percentage: 9.07%; reported praise percentage (denominator not supplied): 42.26%; sample reviews analyzed: 2,106
- Illustrative service comment: Excellent Shackshuka, staff spent time with us going over menu and were attentive.
A delayed and incomplete arrival
Evidence
Wait Time evidence
Google Maps reviews show how this topic splits between complaints and praise.
- Complaint share
- 8.5
- Praise share
- 9.07
- Complaint share
- 8.5%
- Praise share
- 9.1%
- Reviews analyzed
- 2,106
A few tables waited a long time to get our checks, but all in all it was still a good experience (except parking, see below about that)
12pm reservation.
The illustrative wait-time account combines a prolonged delay with food arriving for only one member of a couple. Its relevance extends beyond elapsed time to the sequencing of the meal as described by that guest, while remaining one account rather than evidence of a recurring pattern across the included restaurants.
Evidence:
- Wait time: percentage: 8.5%; reported praise percentage (denominator not supplied): 9.07%; sample reviews analyzed: 2,106
- Illustrative wait time comment: The food took forever and when it came, it was only my husband’s.