All Restaurants in Independence, Missouri, US

Full restaurant census covering Independence, Missouri with a population of over 123k. This city-level export includes every active restaurant listing filtered by the Restaurants category group, with review analytics and sentiment data. Refreshed weekly.

Category: The Census Series

Total Records: 306

Location Type: City

Last Updated (weekly): 5/7/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Pricing

306

Total Businesses

Within this dataset

3.9

Experience Level

94.4% with experience data

183.0K

Satisfaction Sentiments

598 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

3.89 ★

Reviews Overview

Customer review metrics

183K

Satisfaction Sentiments

Across all businesses

598

Avg per Business

Median: 543

94%

Has Rating

289 businesses

47%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 21.8%

Review Activity

Reviews received by period

687/30d

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

20percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

78%

Rating HealthRating trend stability

70%

Social PresenceSocial media activity

52%

Data CompletenessProfile data coverage

75%

Review ConfidenceReview authenticity

79%

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%

Borough5.6%

Street Address97.1%

Postal Code97.4%

City Boundary100.0%

Neighborhood95.4%

Contact Coverage

Business contact availability

Website

84.6%

Social Media

71.6%

41.8%

Phone

92.8%

Has Sentiment Data

90.8%

Location Verified

100.0%

Social Platform Coverage

Facebook68.0%

Instagram51.0%

Twitter/X48.0%

LinkedIn42.5%

TikTok33.3%

YouTube28.4%

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Exp. Level

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Beam Score

100.0%

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