Top 30% Active Restaurant Review Whales in Maryland, US

--High-Volume, Active targets-- Popular restaurants sitting in the Top 30% of their local market for proven foot traffic and review volume within the last 30 days and a state-wide market scope. These are the highest-velocity, actively transacting accounts for payment processing, POS systems, and supply chain sales. Validated by an "Active Heartbeat" signal.

Total Records: 324
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
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324

Total Businesses

Within this dataset

4.3

Experience Level

100.0% with experience data

604.6K

Satisfaction Sentiments

1866 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

4.29 ★

Reviews Overview

Customer review metrics

605K

Satisfaction Sentiments

Across all businesses

1866

Avg per Business

Median: 1545

100%

Has Rating

324 businesses

82%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 16.7%

Review Activity

Reviews received by period

8.7K/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

206.8M

Total Followers

Instagram
Followers121.1M
Accounts249
Posts397.9K
Eng. Rate3.6%
TikTok
Followers85.7M
Accounts139
Hearts725.6M
Eng. Rate4.0%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10109.7M
IG: 55.5M
TT: 54.2M
Top 100205.2M
IG: 119.5M
TT: 85.7M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
85%
Instagram
77%
Twitter
67%
LinkedIn
60%
TikTok
43%
YouTube
35%

Content Volume

Total content created

Instagram Posts

397.9K

AVG

1.6K

TikTok Videos

32.1K

AVG

240

TikTok Hearts

725.6M

AVG

5.4M

Total Content430.0K

Contact Availability

Business contact data coverage

98%

Website

86%

Social

65%

Email

99%

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

21percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
86%
Rating HealthRating trend stability
82%
Social PresenceSocial media activity
69%
Data CompletenessProfile data coverage
91%
Review ConfidenceReview authenticity
100%

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%
Borough28.1%
Street Address100.0%
Postal Code100.0%
City Boundary89.8%
Neighborhood12.7%

Contact Coverage

Business contact availability

Website
98.5%
Social Media
86.4%
Email
64.5%
Phone
99.4%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook84.9%
Instagram76.8%
Twitter/X67.0%
LinkedIn60.2%
TikTok42.9%
YouTube34.9%

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