Restaurants With Weak Cleanliness Signals in Philadelphia, Pennsylvania, 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.

Total Records: 380
Location Type: City
Last Updated (weekly): 5/13/2026
Format:
CSV JSON Parquet
Six months of updates included
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380

Total Businesses

Within this dataset

3.2

Experience Level

100.0% with experience data

99.5K

Satisfaction Sentiments

262 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

Loading H3 map...

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

3.21 ★

Reviews Overview

Customer review metrics

99K

Satisfaction Sentiments

Across all businesses

262

Avg per Business

Median: 86

100%

Has Rating

380 businesses

5%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 360.8%

Review Activity

Reviews received by period

397/30d

Digital & Social Presence

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

Social Reach

Platform comparison

397.3M

Total Followers

Instagram
Followers228.7M
Accounts154
Posts210.5K
Eng. Rate2.9%
TikTok
Followers168.6M
Accounts107
Hearts1.2B
Eng. Rate2.6%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 10109.7M
Top 100394.6M
IG: 226.0M
TT: 168.6M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
55%
Instagram
41%
Twitter
36%
LinkedIn
33%
TikTok
28%
YouTube
27%

Content Volume

Total content created

Instagram Posts

210.5K

AVG

1.4K

TikTok Videos

52.0K

AVG

500

TikTok Hearts

1.2B

AVG

11.8M

Total Content262.5K

Contact Availability

Business contact data coverage

66%

Website

57%

Social

34%

Email

93%

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

32percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
64%
Rating HealthRating trend stability
52%
Social PresenceSocial media activity
44%
Data CompletenessProfile data coverage
66%
Review ConfidenceReview authenticity
67%

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%
Borough86.8%
Street Address99.2%
Postal Code99.7%
City Boundary100.0%
Neighborhood82.9%

Contact Coverage

Business contact availability

Website
65.5%
Social Media
57.4%
Email
34.5%
Phone
92.6%
Has Sentiment Data
99.5%
Location Verified
100.0%

Social Platform Coverage

Facebook55.3%
Instagram40.5%
Twitter/X36.3%
LinkedIn33.2%
TikTok28.2%
YouTube26.8%

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