All Restaurants in Merced (Metro), California, US

Restaurant dataset spanning the Merced (Metro), California metropolitan area including Merced. Spans multiple municipalities within a growing metropolitan dining market. Filtered by the Restaurants category group with business profiles, sentiment data, review trends, and competitive benchmarks. Refreshed weekly.

Category: The Census Series

Total Records: 240

Location Type: Metro

Last Updated (weekly): 5/20/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Sample Data Pricing

240

Total Businesses

Within this dataset

4.1

Experience Level

97.5% with experience data

114.0K

Satisfaction Sentiments

475 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

4.13 ★

Reviews Overview

Customer review metrics

114K

Satisfaction Sentiments

Across all businesses

475

Avg per Business

Median: 355

98%

Has Rating

234 businesses

69%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 15.3%

Review Activity

Reviews received by period

444/30d

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

39percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

83%

Rating HealthRating trend stability

77%

Social PresenceSocial media activity

48%

Data CompletenessProfile data coverage

70%

Review ConfidenceReview authenticity

81%

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%

Borough0.4%

Street Address98.8%

Postal Code99.2%

City Boundary95.8%

Neighborhood7.1%

Contact Coverage

Business contact availability

Website

76.7%

Social Media

68.8%

33.3%

Phone

97.5%

Has Sentiment Data

96.3%

Location Verified

100.0%

Social Platform Coverage

Facebook64.6%

Instagram50.8%

Twitter/X36.7%

LinkedIn34.2%

YouTube29.6%

TikTok25.0%

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Exp. Level

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Beam Score

100.0%

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