All Restaurants in Massachusetts, US

Statewide restaurant dataset covering all active listings across Massachusetts. Filtered by the Restaurants category group, this state-level export provides the broadest geographic coverage for market analysis. Includes business profiles, ratings, reviews, competitive rankings, and contact information. Refreshed weekly.

Category: The Census Series

Total Records: 16,436

Location Type: State

Last Updated (weekly): 5/5/2026

Format:

CSV JSON Parquet

Six months of updates included

Get This Dataset $3,750 - $11,200

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Overview Data Fields Sample Data Pricing

16.4K

Total Businesses

Within this dataset

4.2

Experience Level

94.9% with experience data

5.7M

Satisfaction Sentiments

345 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

4.23 ★

Reviews Overview

Customer review metrics

5.7M

Satisfaction Sentiments

Across all businesses

345

Avg per Business

Median: 248

95%

Has Rating

16K businesses

77%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 19.3%

Review Activity

Reviews received by period

37.5K/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

14percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

85%

Rating HealthRating trend stability

79%

Social PresenceSocial media activity

50%

Data CompletenessProfile data coverage

71%

Review ConfidenceReview authenticity

75%

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%

Borough45.7%

Street Address98.8%

Postal Code99.0%

City Boundary93.3%

Neighborhood33.2%

Contact Coverage

Business contact availability

Website

83.3%

Social Media

70.4%

39.4%

Phone

93.4%

Has Sentiment Data

92.1%

Location Verified

99.4%

Social Platform Coverage

Facebook66.9%

Instagram52.1%

Twitter/X35.5%

LinkedIn35.4%

TikTok29.1%

YouTube18.0%

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Beam Score

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