All Restaurants in Milwaukee-Waukesha (Metro), Wisconsin, US

Restaurant dataset for the Milwaukee-Waukesha metro in southeastern Wisconsin. Covers the lakefront city's dining scene from brewpubs to fine dining, filtered by the Restaurants category group. Includes business profiles, ratings, reviews, and competitive benchmarks. Refreshed weekly.

Total Records: 3,374
Location Type: Metro
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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3.4K

Total Businesses

Within this dataset

4.1

Experience Level

93.7% with experience data

1.5M

Satisfaction Sentiments

430 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

4.10 ★

Reviews Overview

Customer review metrics

1.5M

Satisfaction Sentiments

Across all businesses

430

Avg per Business

Median: 324

94%

Has Rating

3K businesses

67%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 20.8%

Review Activity

Reviews received by period

6.5K/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

1.3B

Total Followers

Instagram
Followers881.5M
Accounts1,734
Posts2.0M
Eng. Rate4.1%
TikTok
Followers373.0M
Accounts1,038
Hearts3.4B
Eng. Rate4.4%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10122.7M
Top 100825.1M
IG: 500.7M
TT: 324.4M
Top 1000880.9M
IG: 880.9M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
67%
Instagram
51%
Twitter
40%
LinkedIn
36%
TikTok
31%
YouTube
26%

Content Volume

Total content created

Instagram Posts

2.0M

AVG

1.2K

TikTok Videos

262.9K

AVG

278

TikTok Hearts

3.4B

AVG

3.6M

Total Content2.2M

Contact Availability

Business contact data coverage

81%

Website

70%

Social

42%

Email

93%

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

19percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
82%
Rating HealthRating trend stability
75%
Social PresenceSocial media activity
50%
Data CompletenessProfile data coverage
72%
Review ConfidenceReview authenticity
76%

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%
Borough46.7%
Street Address98.7%
Postal Code99.0%
City Boundary96.9%
Neighborhood51.7%

Contact Coverage

Business contact availability

Website
81.2%
Social Media
69.6%
Email
41.8%
Phone
92.6%
Has Sentiment Data
89.3%
Location Verified
100.0%

Social Platform Coverage

Facebook66.9%
Instagram51.4%
Twitter/X39.5%
LinkedIn36.0%
TikTok30.8%
YouTube25.8%

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