Restaurants With Weak Cleanliness Signals in Dallas, Texas, US

Exact cleanliness evidence export. Matches dirty_reviews >= 3 AND dirty_share >= 0.18 with dirty_threshold = -0.3. Export files emit an email-based custom profile with cleanliness_dirty_reviews and cleanliness_dirty_share.

Category: Sales Prospecting

Total Records: 126

Location Type: City

Last Updated (weekly): 5/13/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Sample Data Pricing

126

Total Businesses

Within this dataset

3.2

Experience Level

100.0% with experience data

37.8K

Satisfaction Sentiments

300 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

3.17 ★

Reviews Overview

Customer review metrics

38K

Satisfaction Sentiments

Across all businesses

300

Avg per Business

Median: 91

100%

Has Rating

126 businesses

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 355.5%

Review Activity

Reviews received by period

101/30d

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

31percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

64%

Rating HealthRating trend stability

52%

Social PresenceSocial media activity

41%

Data CompletenessProfile data coverage

68%

Review ConfidenceReview authenticity

68%

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%

Borough81.0%

Street Address97.6%

Postal Code100.0%

City Boundary100.0%

Neighborhood96.8%

Contact Coverage

Business contact availability

Website

73.8%

Social Media

58.7%

32.5%

Phone

93.7%

Has Sentiment Data

97.6%

Location Verified

100.0%

Social Platform Coverage

Facebook55.6%

Instagram45.2%

Twitter/X42.1%

LinkedIn34.9%

YouTube30.2%

TikTok19.8%

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Exp. Level

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Beam Score

100.0%

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