All Restaurants in Lake Charles (Metro), Louisiana, US

Comprehensive dining data for the Lake Charles (Metro), Louisiana metro region, encompassing Lake Charles. Covers the full metropolitan dining ecosystem of a growing metropolitan dining market. Filtered by the Restaurants category group with ratings, review analytics, competitive positioning, and contact information. Refreshed weekly.

Category: The Census Series

Total Records: 576

Location Type: Metro

Last Updated (weekly): 5/7/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Pricing

576

Total Businesses

Within this dataset

4.1

Experience Level

92.0% with experience data

205.6K

Satisfaction Sentiments

357 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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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

4.14 ★

Reviews Overview

Customer review metrics

206K

Satisfaction Sentiments

Across all businesses

357

Avg per Business

Median: 239

92%

Has Rating

530 businesses

69%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 27.7%

Review Activity

Reviews received by period

1.0K/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

18percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

83%

Rating HealthRating trend stability

76%

Social PresenceSocial media activity

45%

Data CompletenessProfile data coverage

68%

Review ConfidenceReview authenticity

72%

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%

Street Address99.1%

Postal Code99.1%

City Boundary92.4%

Contact Coverage

Business contact availability

Website

74.3%

Social Media

65.6%

32.6%

Phone

93.2%

Has Sentiment Data

89.1%

Location Verified

100.0%

Social Platform Coverage

Facebook64.2%

Instagram47.4%

Twitter/X41.5%

LinkedIn39.8%

YouTube29.7%

TikTok25.9%

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