Top 30% Active Restaurant Review Whales in Pennsylvania, 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 market scope of 10km. 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: 3,090
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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3.1K

Total Businesses

Within this dataset

4.2

Experience Level

100.0% with experience data

3.4M

Satisfaction Sentiments

1102 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

4.19 ★

Reviews Overview

Customer review metrics

3.4M

Satisfaction Sentiments

Across all businesses

1102

Avg per Business

Median: 1029

100%

Has Rating

3K businesses

75%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 26.2%

Review Activity

Reviews received by period

22.7K/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

3.3B

Total Followers

Instagram
Followers1.9B
Accounts2,148
Posts2.3M
Eng. Rate3.3%
TikTok
Followers1.5B
Accounts1,314
Hearts12.2B
Eng. Rate4.8%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10109.7M
Top 1001.1B
IG: 554.9M
TT: 542.4M
Top 10003.3B
IG: 1.9B
TT: 1.5B
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
86%
Instagram
70%
Twitter
58%
LinkedIn
51%
TikTok
43%
YouTube
31%

Content Volume

Total content created

Instagram Posts

2.3M

AVG

1.1K

TikTok Videos

367.5K

AVG

299

TikTok Hearts

12.2B

AVG

9.9M

Total Content2.7M

Contact Availability

Business contact data coverage

97%

Website

89%

Social

57%

Email

100%

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
84%
Rating HealthRating trend stability
79%
Social PresenceSocial media activity
66%
Data CompletenessProfile data coverage
86%
Review ConfidenceReview authenticity
97%

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%
Borough37.5%
Street Address100.0%
Postal Code100.0%
City Boundary84.0%
Neighborhood18.7%

Contact Coverage

Business contact availability

Website
97.3%
Social Media
89.2%
Email
57.0%
Phone
99.8%
Has Sentiment Data
100.0%
Location Verified
98.9%

Social Platform Coverage

Facebook86.3%
Instagram69.5%
Twitter/X58.1%
LinkedIn50.8%
TikTok42.5%
YouTube31.3%

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