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1.38 million guest reviews across 41 theme park locations, enriched with AI-powered sentiment analysis, 20 thematic categories, and competitive benchmarking.
94.2%
NLP Model Accuracy
Sentiment classification
91.8%
Theme Precision
Category assignment
Weekly
Data Freshness
Update frequency
98.5%
Coverage
Location completeness
Every review is processed through our proprietary NLP pipeline, extracting actionable insights for investment analysis.
Multi-dimensional sentiment scoring at review, sentence, and aspect levels with 94% accuracy.
Automatic categorization into 20 core themes: rides, operations, staff, value, food, and more.
Rolling sentiment trends with seasonality adjustment and anomaly flagging for rapid insights.
Precise geo-tagging with park-level granularity and regional clustering capabilities.
Inferred visitor types: families, thrill-seekers, season pass holders, first-time visitors.
Cross-references with Cedar Fair, Disney, and Universal mentions for market positioning.
Our AI identifies and categorizes guest feedback into 20 actionable theme categories across 6 main pillars.
5
Experience
4
Operations
3
Staff
4
Value
2
Food
2
Facility
"The new coaster exceeded all expectations - smooth ride, amazing drops, and the theming was incredible."
"2+ hour waits for popular rides even with Flash Pass. The app wait times were never accurate."
"The ride operators were friendly and efficient. Security staff was helpful with directions."
"Overpriced and underwhelming. $18 for a burger and fries that were cold by the time I sat down."
"Season pass is worth it if you go 3+ times. Single day tickets are way too expensive now."
"Park was very clean, bathrooms well maintained. Felt safe with visible security throughout."
"Always feel safe on the rides. Staff checks restraints multiple times."
"App is useful for wait times but crashes frequently during peak hours."
"Flash Pass is expensive but worth it on busy days. Without it, you'll wait hours."
"Parking is $35 and a long walk from the entrance. Tram service is inconsistent."
"Water rides are perfect for hot days. Great way to cool off between coasters."
"More food options than before. New BBQ place is actually pretty good."
Unlock all 20 theme categories with detailed sentiment analysis, trend data, and sample quotes.
Track seasonal trends and long-term sentiment evolution across all 41 park locations.
Current Score
76%
3-Year Change
+8.6%
Peak (Summer '24)
83%
Historical data
in full dataset
Performance rankings based on sentiment analysis across all Six Flags properties.
| Rank | Location | Region | Sentiment | Trend | Reviews |
|---|---|---|---|---|---|
1 | Six Flags Magic Mountain Valencia, CA | West | 86% | 89,000 | |
2 | Six Flags Great Adventure Jackson, NJ | Northeast | 84% | 78,000 | |
3 | Six Flags Over Texas Arlington, TX | Southwest | 82% | 72,000 | |
4 | Six Flags Great America Gurnee, IL | Midwest | 81% | 65,000 | |
5 | Six Flags Fiesta Texas San Antonio, TX | Southwest | 80% | 58,000 |
6 | Six Flags Over Georgia Austell, GA | Southeast | --- | ||
7 | Six Flags New England Agawam, MA | Northeast | --- | ||
8 | Six Flags Discovery Kingdom Vallejo, CA | West | --- | ||
9 | Six Flags St. Louis Eureka, MO | Midwest | --- | ||
10 | Six Flags America Bowie, MD | Northeast | --- |
Full rankings with detailed metrics in complete dataset
Benchmark Six Flags against major theme park competitors with cross-referenced sentiment analysis.
Six Flags
1.38M reviews
Cedar Fair
Data available
Disney Parks
Data available
Universal Studios
Data available
SeaWorld
Data available
Busch Gardens
Data available
Add competitor datasets to enable side-by-side benchmarking and market share analysis
Track how consumer sentiment correlates with stock performance and corporate events. Our analysis shows sentiment often leads stock movements by 1-2 quarters.
Note: Stock data shown is illustrative. Sentiment data is actual from review analysis.
Guest sentiment scores have shown 78% correlation with stock price movements, typically leading by 1-2 quarters.
Summer Q3 sentiment scores predict Q4 earnings with 82% accuracy based on 3-year backtest.
'Wait Times' and 'Staff' theme sentiment drops preceded capex discussions in 4 of 5 earnings calls.
Cross-park sentiment analysis reveals integration opportunities worth estimated $50M+ in synergies.
Merger created largest regional theme park operator in North America
Sentiment
+4.2%
Stock
+101%
Initial market skepticism despite positive guest sentiment
Sentiment
+3.1%
Stock
-8.6%
Highest Halloween event attendance in company history
Sentiment
+5.8%
Stock
+2.3%
Weather-related closures impacted Q4 revenue
Sentiment
-2.1%
Stock
-11.2%
3 new coasters across Magic Mountain, Great Adventure, and Over Texas
Sentiment
+6.2%
Stock
+4.8%
Full Event Analysis Available
50+ historical events with detailed sentiment impact analysis
Get 500 fully enriched reviews to validate data quality before purchasing. Includes all themes, sentiment scores, and metadata.
Our data products power due diligence and market intelligence at leading firms.
"The theme park sentiment data was instrumental in our $200M acquisition analysis. Identified operational issues that weren't visible in financials."
Managing Director
Top-10 PE Firm
"We use this dataset quarterly to track regional theme park performance. The seasonal trend analysis is particularly valuable."
Senior Analyst
Global Hedge Fund
"Saved our team 6 weeks of manual research. The theme categorization aligned perfectly with our investment thesis framework."
VP of Research
Consumer-Focused PE
50+
Investment Firms
$12B+
Deals Informed
98%
Renewal Rate
24hr
Avg. Delivery
Compare the cost of building this dataset in-house versus licensing our ready-to-use solution.
Save $135,000+ and 4-6 months
Flexible licensing options to match your research needs and timeline.
Point-in-time snapshot for project-based research
$35,000 one-time
Continuous updates for ongoing intelligence
$85,000 /year
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