All Restaurants in Sioux City, Iowa, US

Restaurant intelligence dataset for Sioux City, Iowa. Filtered by the Restaurants category group, providing business profiles, review counts, contact information, and competitive benchmarks. Refreshed weekly.

Total Records: 284
Location Type: City
Last Updated (weekly): 5/7/2026
Format:
CSV JSON Parquet
Six months of updates included
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284

Total Businesses

Within this dataset

4.1

Experience Level

91.5% with experience data

98.2K

Satisfaction Sentiments

346 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

4.12 ★

Reviews Overview

Customer review metrics

98K

Satisfaction Sentiments

Across all businesses

346

Avg per Business

Median: 246

92%

Has Rating

260 businesses

64%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 14.8%

Review Activity

Reviews received by period

357/30d

Digital & Social Presence

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

Social Reach

Platform comparison

169.5M

Total Followers

Instagram
Followers122.8M
Accounts146
Posts211.0K
Eng. Rate5.0%
TikTok
Followers46.7M
Accounts91
Hearts502.4M
Eng. Rate4.4%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1097.2M
IG: 60.6M
TT: 36.6M
Top 100122.7M
IG: 122.7M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
66%
Instagram
51%
Twitter
44%
LinkedIn
37%
TikTok
32%
YouTube
31%

Content Volume

Total content created

Instagram Posts

211.0K

AVG

1.4K

TikTok Videos

26.4K

AVG

342

TikTok Hearts

502.4M

AVG

6.5M

Total Content237.3K

Contact Availability

Business contact data coverage

77%

Website

67%

Social

41%

Email

92%

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

25percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
83%
Rating HealthRating trend stability
75%
Social PresenceSocial media activity
47%
Data CompletenessProfile data coverage
70%
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%
Street Address96.5%
Postal Code98.6%
City Boundary100.0%

Contact Coverage

Business contact availability

Website
76.8%
Social Media
67.3%
Email
41.2%
Phone
91.5%
Has Sentiment Data
89.1%
Location Verified
100.0%

Social Platform Coverage

Facebook65.8%
Instagram51.4%
Twitter/X44.4%
LinkedIn37.3%
TikTok32.0%
YouTube31.0%

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