Top 50 Restaurant Category Dominators in Pennsylvania, US

--Defensible Leaders-- Top 50 ranked high-volume restaurants. Each venue with massive review volume. The safest bets. Uses State Rank to find the absolute biggest players.

Total Records: 60
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
Six months of updates included
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60

Total Businesses

Within this dataset

4.4

Experience Level

100.0% with experience data

222.9K

Satisfaction Sentiments

3715 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

4.37 ★

Reviews Overview

Customer review metrics

223K

Satisfaction Sentiments

Across all businesses

3715

Avg per Business

Median: 3705

100%

Has Rating

60 businesses

90%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 26.1%

Review Activity

Reviews received by period

2.2K/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

8.7M

Total Followers

Instagram
Followers6.0M
Accounts48
Posts73.5K
Eng. Rate1.9%
TikTok
Followers2.6M
Accounts29
Hearts22.2M
Eng. Rate4.3%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 107.3M
IG: 4.7M
TT: 2.6M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
90%
Instagram
80%
Twitter
68%
LinkedIn
63%
TikTok
48%
YouTube
22%

Content Volume

Total content created

Instagram Posts

73.5K

AVG

1.5K

TikTok Videos

7.4K

AVG

275

TikTok Hearts

22.2M

AVG

822.6K

Total Content81.0K

Contact Availability

Business contact data coverage

100%

Website

92%

Social

72%

Email

97%

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

15percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
87%
Rating HealthRating trend stability
84%
Social PresenceSocial media activity
70%
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%
Borough61.7%
Street Address100.0%
Postal Code100.0%
City Boundary91.7%
Neighborhood56.7%

Contact Coverage

Business contact availability

Website
100.0%
Social Media
91.7%
Email
71.7%
Phone
96.7%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook90.0%
Instagram80.0%
Twitter/X68.3%
LinkedIn63.3%
TikTok48.3%
YouTube21.7%

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