All Restaurants in Kalamazoo, Michigan, US

Complete dataset of all active restaurant listings in Kalamazoo, Michigan. This city-level export includes every active restaurant listing filtered by the Restaurants category group, with review analytics and sentiment data. Refreshed weekly.

Total Records: 339
Location Type: City
Last Updated (weekly): 5/22/2026
Format:
CSV JSON Parquet
Six months of updates included
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339

Total Businesses

Within this dataset

4.1

Experience Level

95.9% with experience data

162.0K

Satisfaction Sentiments

478 avg per business

100.0%

Data Freshness

Updated in last 30 days

Geographic Intelligence

Explore the geographic distribution. Understand neighborhood density and business concentration to identify prime locations and underserved areas.

City Overview

Regional location of dataset

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Neighborhood Density

Business distribution by area

H3 Competition Map

Interactive hex-level density and beam score view

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Market Landscape

Understand the competitive structure scene. Explore category distribution, pricing strategies, and market composition to identify opportunities and gaps.

Market Composition

Category market share

Top Categories

By venue count

Price Distribution

By price tier

Experience Level & Sentiment

Gauge customer satisfaction through ratings, reviews, and sentiment analysis. Track how experiences are trending over time to benchmark performance against market standards.

Rating Distribution

Star ratings breakdown

4.12 ★

Reviews Overview

Customer review metrics

162K

Satisfaction Sentiments

Across all businesses

478

Avg per Business

Median: 416

96%

Has Rating

325 businesses

67%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 36.1%

Review Activity

Reviews received by period

626/30d

Digital & Social Presence

Analyze the digital footprint across social platforms. Understand follower reach, engagement patterns, content volume, and influencer concentration.

Social Reach

Platform comparison

146.9M

Total Followers

Instagram
Followers92.7M
Accounts187
Posts185.1K
Eng. Rate10.4%
TikTok
Followers54.2M
Accounts101
Hearts842.7M
Eng. Rate4.2%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1090.2M
IG: 48.5M
TT: 41.7M
Top 10092.7M
IG: 92.7M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
68%
Instagram
55%
Twitter
42%
LinkedIn
37%
TikTok
30%
YouTube
27%

Content Volume

Total content created

Instagram Posts

185.1K

AVG

1.0K

TikTok Videos

26.8K

AVG

288

TikTok Hearts

842.7M

AVG

9.1M

Total Content211.9K

Contact Availability

Business contact data coverage

83%

Website

73%

Social

39%

Email

94%

Phone

Beam Competitive Analysis

Analyze competitive density and market positioning. Understand how businesses rank against competitors and identify market opportunities.

Competitor Density

Avg competitors within 2km

Popularity Index

Market position percentile

37percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
82%
Rating HealthRating trend stability
76%
Social PresenceSocial media activity
53%
Data CompletenessProfile data coverage
73%
Review ConfidenceReview authenticity
79%

Data Quality & Coverage

Ensure data reliability with comprehensive quality metrics. Track data freshness, address verification rates, and completeness scores to maintain confidence in your insights.

Location Data

Geographic data completeness

City100.0%
State100.0%
Borough62.0%
Street Address98.5%
Postal Code99.1%
City Boundary100.0%
Neighborhood62.8%

Contact Coverage

Business contact availability

Website
83.2%
Social Media
73.2%
Email
38.9%
Phone
94.4%
Has Sentiment Data
91.2%
Location Verified
100.0%

Social Platform Coverage

Facebook68.4%
Instagram55.2%
Twitter/X42.2%
LinkedIn37.5%
TikTok29.8%
YouTube26.8%

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