All Restaurants in Youngstown-Warren (Metro), Ohio, US

Multi-city restaurant dataset for Youngstown-Warren (Metro), Ohio, covering Youngstown and Warren. Covers the full metropolitan dining ecosystem of a growing metropolitan dining market. Filtered by the Restaurants category group with ratings, review analytics, competitive positioning, and contact information. Refreshed weekly.

Total Records: 991
Location Type: Metro
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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991

Total Businesses

Within this dataset

4.2

Experience Level

96.8% with experience data

408.4K

Satisfaction Sentiments

412 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

4.15 ★

Reviews Overview

Customer review metrics

408K

Satisfaction Sentiments

Across all businesses

412

Avg per Business

Median: 293

97%

Has Rating

959 businesses

68%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 30.2%

Review Activity

Reviews received by period

1.7K/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

539.0M

Total Followers

Instagram
Followers353.6M
Accounts481
Posts559.4K
Eng. Rate3.4%
TikTok
Followers185.4M
Accounts302
Hearts1.6B
Eng. Rate4.1%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10109.7M
Top 100465.5M
IG: 280.8M
TT: 184.7M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
65%
Instagram
49%
Twitter
43%
LinkedIn
39%
TikTok
30%
YouTube
28%

Content Volume

Total content created

Instagram Posts

559.4K

AVG

1.2K

TikTok Videos

77.1K

AVG

287

TikTok Hearts

1.6B

AVG

5.9M

Total Content636.6K

Contact Availability

Business contact data coverage

79%

Website

69%

Social

38%

Email

95%

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
83%
Rating HealthRating trend stability
77%
Social PresenceSocial media activity
49%
Data CompletenessProfile data coverage
69%
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%
Borough18.8%
Street Address99.4%
Postal Code99.6%
City Boundary93.6%
Neighborhood12.7%

Contact Coverage

Business contact availability

Website
79.1%
Social Media
68.8%
Email
38.0%
Phone
94.5%
Has Sentiment Data
94.8%
Location Verified
100.0%

Social Platform Coverage

Facebook65.4%
Instagram48.5%
Twitter/X43.2%
LinkedIn39.1%
TikTok30.5%
YouTube27.6%

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All Restaurants in Ohio, US

All restaurant listings across the state of Ohio. Filtered by the Restaurants category group, this statewide export includes verified business profiles, review analytics, competitive benchmarks, and contact details for every active listing. Refreshed weekly.

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All Restaurants in Philadelphia-Camden-Wilmington (Metro), PA-NJ-DE-MD, US

Metro-level restaurant census for the Philadelphia-Camden-Wilmington area spanning Pennsylvania, New Jersey, Delaware, and Maryland. Filtered by the Restaurants category group, covers the historic Mid-Atlantic dining market with verified business profiles, review analytics, and competitive data. Refreshed weekly.

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