All Restaurants in McAllen-Edinburg-Mission (Metro), Texas, US

Metro-wide restaurant data for the McAllen-Edinburg-Mission (Metro), Texas metropolitan area, spanning McAllen, Edinburg, and Mission. Covers the full metropolitan dining ecosystem of a mid-size 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: 1,789

Location Type: Metro

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

1.8K

Total Businesses

Within this dataset

4.3

Experience Level

96.9% with experience data

718.0K

Satisfaction Sentiments

401 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

4.26 ★

Reviews Overview

Customer review metrics

718K

Satisfaction Sentiments

Across all businesses

401

Avg per Business

Median: 248

97%

Has Rating

2K businesses

78%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 31.7%

Review Activity

Reviews received by period

5.5K/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

85%

Rating HealthRating trend stability

80%

Social PresenceSocial media activity

40%

Data CompletenessProfile data coverage

62%

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%

Borough1.4%

Street Address98.5%

Postal Code98.9%

City Boundary97.0%

Contact Coverage

Business contact availability

Website

67.4%

Social Media

55.2%

29.6%

Phone

92.5%

Has Sentiment Data

92.3%

Location Verified

100.0%

Social Platform Coverage

Facebook53.7%

Instagram42.6%

Twitter/X33.6%

LinkedIn30.1%

TikTok27.6%

YouTube24.6%

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Exp. Level

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Beam Score

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