All Restaurants in Lake Charles, Louisiana, US

Comprehensive dining market data for Lake Charles, Louisiana. Filtered by the Restaurants category group with business profiles, ratings, competitive metrics, and contact details. Refreshed weekly.

Total Records: 413
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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413

Total Businesses

Within this dataset

4.1

Experience Level

91.0% with experience data

146.2K

Satisfaction Sentiments

354 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

146K

Satisfaction Sentiments

Across all businesses

354

Avg per Business

Median: 224

91%

Has Rating

376 businesses

69%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 22.9%

Review Activity

Reviews received by period

714/30d

Digital & Social Presence

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

Social Reach

Platform comparison

146.7M

Total Followers

Instagram
Followers97.4M
Accounts176
Posts205.0K
Eng. Rate2.3%
TikTok
Followers49.3M
Accounts99
Hearts403.3M
Eng. Rate3.5%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1077.9M
IG: 43.3M
TT: 34.6M
Top 10097.1M
IG: 97.1M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
60%
Instagram
43%
Twitter
37%
LinkedIn
35%
TikTok
24%
YouTube
25%

Content Volume

Total content created

Instagram Posts

205.0K

AVG

1.2K

TikTok Videos

28.2K

AVG

321

TikTok Hearts

403.3M

AVG

4.6M

Total Content233.2K

Contact Availability

Business contact data coverage

72%

Website

62%

Social

29%

Email

91%

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

18percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
83%
Rating HealthRating trend stability
76%
Social PresenceSocial media activity
43%
Data CompletenessProfile data coverage
65%
Review ConfidenceReview authenticity
71%

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 Address98.5%
Postal Code99.0%
City Boundary100.0%

Contact Coverage

Business contact availability

Website
71.7%
Social Media
61.5%
Email
29.1%
Phone
90.8%
Has Sentiment Data
86.0%
Location Verified
100.0%

Social Platform Coverage

Facebook60.0%
Instagram42.6%
Twitter/X36.6%
LinkedIn34.9%
YouTube24.9%
TikTok24.0%

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