All Restaurants in Columbia, South Carolina, US

Market-wide restaurant data for Columbia in the Southeast with a population of over 136k. Filtered by the Restaurants category group with verified business profiles, review sentiment, competitive analysis, and contact information. Refreshed weekly.

Category: The Census Series

Total Records: 1,161

Location Type: City

Last Updated (weekly): 5/14/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Sample Data Pricing

1.2K

Total Businesses

Within this dataset

4.1

Experience Level

91.7% with experience data

557.6K

Satisfaction Sentiments

480 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

4.08 ★

Reviews Overview

Customer review metrics

558K

Satisfaction Sentiments

Across all businesses

480

Avg per Business

Median: 346

92%

Has Rating

1K businesses

63%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 41.0%

Review Activity

Reviews received by period

3.2K/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

35percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

81%

Rating HealthRating trend stability

74%

Social PresenceSocial media activity

50%

Data CompletenessProfile data coverage

70%

Review ConfidenceReview authenticity

76%

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%

Borough32.0%

Street Address97.2%

Postal Code98.1%

City Boundary100.0%

Neighborhood28.2%

Contact Coverage

Business contact availability

Website

77.3%

Social Media

63.2%

37.7%

Phone

91.0%

Has Sentiment Data

85.3%

Location Verified

100.0%

Social Platform Coverage

Facebook61.8%

Instagram52.3%

Twitter/X41.7%

LinkedIn39.4%

TikTok31.4%

YouTube26.7%

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Exp. Level

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Beam Score

100.0%

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