All Restaurants in Upland, California, US

Restaurant intelligence dataset for Upland, California. This city-level export includes every active restaurant listing filtered by the Restaurants category group, with review analytics and sentiment data. Refreshed weekly.

Total Records: 190
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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190

Total Businesses

Within this dataset

4.3

Experience Level

99.5% with experience data

68.8K

Satisfaction Sentiments

362 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

4.30 ★

Reviews Overview

Customer review metrics

69K

Satisfaction Sentiments

Across all businesses

362

Avg per Business

Median: 330

99%

Has Rating

189 businesses

84%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 22.6%

Review Activity

Reviews received by period

331/30d

Digital & Social Presence

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

Social Reach

Platform comparison

58.6M

Total Followers

Instagram
Followers42.3M
Accounts102
Posts101.4K
Eng. Rate5.5%
TikTok
Followers16.3M
Accounts54
Hearts141.1M
Eng. Rate3.5%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1041.6M
IG: 25.9M
TT: 15.8M
Top 10042.3M
IG: 42.3M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
64%
Instagram
54%
Twitter
34%
LinkedIn
32%
TikTok
28%
YouTube
27%

Content Volume

Total content created

Instagram Posts

101.4K

AVG

994

TikTok Videos

9.6K

AVG

217

TikTok Hearts

141.1M

AVG

3.2M

Total Content110.9K

Contact Availability

Business contact data coverage

88%

Website

68%

Social

35%

Email

97%

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

16percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
86%
Rating HealthRating trend stability
77%
Social PresenceSocial media activity
52%
Data CompletenessProfile data coverage
74%
Review ConfidenceReview authenticity
80%

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 Address100.0%
Postal Code100.0%
City Boundary100.0%

Contact Coverage

Business contact availability

Website
88.4%
Social Media
67.9%
Email
35.3%
Phone
97.4%
Has Sentiment Data
89.0%
Location Verified
100.0%

Social Platform Coverage

Facebook63.7%
Instagram53.7%
Twitter/X33.7%
LinkedIn31.6%
TikTok28.4%
YouTube27.4%

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