All Restaurants in Newton, Massachusetts, US

Local dining market data for Newton in New England. Covers the local dining market filtered by the Restaurants category group with ratings, review trends, competitive rankings, and market positioning data. Refreshed weekly.

Total Records: 282
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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282

Total Businesses

Within this dataset

4.3

Experience Level

92.5% with experience data

77.3K

Satisfaction Sentiments

274 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

4.27 ★

Reviews Overview

Customer review metrics

77K

Satisfaction Sentiments

Across all businesses

274

Avg per Business

Median: 228

93%

Has Rating

261 businesses

82%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 11.0%

Review Activity

Reviews received by period

544/30d

Digital & Social Presence

Analyze the digital footprint across social platforms. Understand follower reach, engagement patterns, content volume, and influencer concentration.

Social Reach

Platform comparison

66.3M

Total Followers

Instagram
Followers42.3M
Accounts164
Posts137.4K
Eng. Rate5.7%
TikTok
Followers23.9M
Accounts89
Hearts194.4M
Eng. Rate3.9%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1056.5M
IG: 33.2M
TT: 23.3M
Top 10042.3M
IG: 42.3M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
67%
Instagram
58%
Twitter
44%
LinkedIn
41%
TikTok
32%
YouTube
13%

Content Volume

Total content created

Instagram Posts

137.4K

AVG

848

TikTok Videos

14.8K

AVG

178

TikTok Hearts

194.4M

AVG

2.4M

Total Content152.2K

Contact Availability

Business contact data coverage

90%

Website

70%

Social

46%

Email

96%

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
85%
Rating HealthRating trend stability
79%
Social PresenceSocial media activity
54%
Data CompletenessProfile data coverage
77%
Review ConfidenceReview authenticity
74%

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%
Borough78.7%
Street Address97.5%
Postal Code97.5%
City Boundary100.0%
Neighborhood68.8%

Contact Coverage

Business contact availability

Website
90.4%
Social Media
69.9%
Email
46.5%
Phone
95.7%
Has Sentiment Data
90.4%
Location Verified
100.0%

Social Platform Coverage

Facebook67.4%
Instagram58.2%
Twitter/X43.6%
LinkedIn41.1%
TikTok31.6%
YouTube13.5%

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