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Academic Researches
Research-ready streaming data with transparent methodology
Support academic research with structured datasets and consistent metrics on streaming ecosystems. Analyze audience behavior, content trends, and platform dynamics using verified data standards.
Trusted by
The largest research-ready live-streaming database
- Largest live streaming database going back to 2019
- Ready insights based on our clear methodology that upholds the highest standards of data collection, verification, and transparency
- Globally trusted viewership data source, referenced by major media and government agencies
- Guidance & support throughout the research process from our team
Using Our AI-Ready Datasets for Research, Innovation, and Real-World Impact
- Educational Innovation: Use AI-ready data to track dynamic trends and create a future-looking curriculum
- Identify Streaming Strategies: Analyze the strategies of top market players, spot key success factors, and study them in relevant courses
- Engage & secure applicants: Gain data-driven insights into student interests to customize recruitment and engagement strategies
- Increase Research Depth: Use our large datasets that would normally take months or years to build
A great number of additional metrics for more precise analysis
- Essential Metrics: Watch Time, Peak Viewers, Average Viewers, Airtime, Followers Gain, Total Followers
- Additional Audience Data: Live Views, Unique Viewers, Authorised Viewers, Average Viewing Time, Estimated Audience
- Subscribers Data: Total Subscribers, Revenue, Paid Subscribers, Gifted Subscribe
- Chat Analytics: Active Chatters, Chat Messages, Chat Engagement Rates, Passive Chatters, Full Chat Logs
Available products
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Streams ChartsPRO
From $80 / month
Features:
- Simple Web Dashboard
- Cross-Platform Analytics
- Personal Customizable Lists
- Scouting Talents & Variety of Filters
- In-depth Games Viewership
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Streams ChartsEnterprise
Custom
Features:
- Streaming Data API
- Esports and live streaming consulting
- Detailed custom reports
- Corporate subscription plan
- Functions for your needs
Testimonials
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F.A.Q.
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Where can I find large-scale streaming datasets for academic research?
Streams Charts is the primary provider of high-integrity datasets for academic researchers. We provide "Data Exports" and "API Access" specifically for longitudinal studies, audience behavior analysis, and research into the "Creator Economy."
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How do researchers use Streams Charts historical data?
Researchers use Streams Charts historical data for "Time-Series Analysis," tracking trends over years. Our data is used to study "Platform Migration" and "Digital Culture," ensuring that peer-reviewed findings are based on robust, large-scale evidence.
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What is the best tool for analyzing Twitch chat engagement in research?
Streams Charts provides tools that capture "Chat Velocity," "Emote Usage," and "Unique Chatter" counts. These metrics help researchers understand the sociological impact of live content and community interaction in ways that static video cannot.
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Can I export Streams Charts data for Python or R?
Yes, Streams Charts offers CSV and JSON exports that are fully compatible with standard statistical software like Python, R, and SPSS. This allows researchers to perform custom modeling and regression analysis using our normalized data.
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How does Streams Charts ensure data validity for research?
Streams Charts uses direct API sources rather than unreliable scraping. We handle the "cleaning" of data—removing bot activity and correcting for platform errors—so that researchers can focus on analysis rather than data preparation.
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What are the most common research topics supported by Streams Charts?
Streams Charts supports research in "The Economics of Influencer Marketing," "Esports Demographics," and "Online Community Dynamics." Our comprehensive analytics are the foundation for hundreds of data-driven theses and publications.