All Restaurants in Reading (Metro), Pennsylvania, US

Metro-wide restaurant data for the Reading (Metro), Pennsylvania metropolitan area, spanning Reading. Covers a growing metropolitan dining market, filtered by the Restaurants category group. Includes verified business profiles, review analytics, competitive rankings, and contact details. Refreshed weekly.

Category: The Census Series

Total Records: 503

Location Type: Metro

Last Updated (weekly): 6/5/2026

Format:

CSV JSON Parquet

Six months of updates included

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Overview Data Fields Sample Data Pricing

503

Total Businesses

Within this dataset

4.3

Experience Level

95.6% with experience data

193.3K

Satisfaction Sentiments

384 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

Loading 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

4.25 ★

Reviews Overview

Customer review metrics

193K

Satisfaction Sentiments

Across all businesses

384

Avg per Business

Median: 267

96%

Has Rating

481 businesses

76%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 35.7%

Review Activity

Reviews received by period

100/30d

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

40percentile

050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality

85%

Rating HealthRating trend stability

80%

Social PresenceSocial media activity

45%

Data CompletenessProfile data coverage

53%

Review ConfidenceReview authenticity

75%

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%

Borough27.8%

Street Address98.8%

Postal Code99.0%

City Boundary89.1%

Contact Coverage

Business contact availability

Website

75.5%

Social Media

67.4%

34.4%

Phone

94.2%

Has Sentiment Data

93.2%

Location Verified

100.0%

Social Platform Coverage

Facebook62.6%

Instagram43.3%

LinkedIn31.6%

Twitter/X30.0%

TikTok27.2%

YouTube20.1%

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