All Restaurants in Lowell, Massachusetts, US

Local dining market data for Lowell in New England with a population of over 115k. Filtered by the Restaurants category group, providing business profiles, review counts, contact information, and competitive benchmarks. Refreshed weekly.

Category: The Census Series

Total Records: 473

Location Type: City

Last Updated (weekly): 5/5/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Sample Data Pricing

473

Total Businesses

Within this dataset

4.3

Experience Level

96.4% with experience data

163.4K

Satisfaction Sentiments

346 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

4.25 ★

Reviews Overview

Customer review metrics

163K

Satisfaction Sentiments

Across all businesses

346

Avg per Business

Median: 230

96%

Has Rating

456 businesses

76%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 20.2%

Review Activity

Reviews received by period

706/30d

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

15percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

85%

Rating HealthRating trend stability

80%

Social PresenceSocial media activity

47%

Data CompletenessProfile data coverage

69%

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%

Borough61.5%

Street Address98.9%

Postal Code99.4%

City Boundary100.0%

Neighborhood61.7%

Contact Coverage

Business contact availability

Website

82.7%

Social Media

67.2%

34.0%

Phone

95.6%

Has Sentiment Data

94.7%

Location Verified

100.0%

Social Platform Coverage

Facebook64.5%

Instagram45.7%

Twitter/X33.8%

LinkedIn32.1%

TikTok25.6%

YouTube15.9%

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Exp. Level

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Beam Score

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