100+ datasets found
  1. Twitch Dataset

    • brightdata.com
    .json, .csv, .xlsx
    Updated May 8, 2024
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    Bright Data (2024). Twitch Dataset [Dataset]. https://brightdata.com/products/datasets/twitch
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    .json, .csv, .xlsxAvailable download formats
    Dataset updated
    May 8, 2024
    Dataset authored and provided by
    Bright Datahttps://brightdata.com/
    License

    https://brightdata.com/licensehttps://brightdata.com/license

    Area covered
    Worldwide
    Description

    We'll tailor a Twitch dataset to meet your unique needs, encompassing streamer profiles, viewer engagement metrics, streaming times, demographic data of viewers, follower counts, chat statistics, and other pertinent metrics.

    Leverage our Twitch datasets for diverse applications to bolster strategic planning and market analysis. Scrutinizing these datasets enables organizations to grasp viewer preferences and streaming trends, facilitating nuanced content development and engagement initiatives. Customize your access to the entire dataset or specific subsets as per your business requisites.

    Popular use cases involve optimizing content strategy based on streamer performance and viewer engagement, enhancing marketing strategies through targeted audience segmentation, and identifying and forecasting trends in the streaming community to stay ahead in the digital entertainment landscape.

  2. A

    ‘Top Streamers on Twitch’ analyzed by Analyst-2

    • analyst-2.ai
    Updated Sep 30, 2021
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2021). ‘Top Streamers on Twitch’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/kaggle-top-streamers-on-twitch-1235/45ddf2b0/?iid=010-665&v=presentation
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    Dataset updated
    Sep 30, 2021
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘Top Streamers on Twitch’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/aayushmishra1512/twitchdata on 30 September 2021.

    --- Dataset description provided by original source is as follows ---

    Context

    Gaming is a very big industry now. Every year there are millions of Dollars invested in Esports and many new companies want to invest in the Esports scene now. One of bigegest ever deals was when Mixer opened up and brought Ninja and Shroud to their platform from twitch. But Twitch has been a home to streamers since day 1 and now that Mixer has been shut down, streamers are returning to the platform again.Millions, if not billions, watch twitch streams everyday and i myself like to watch twitch streams. So i put together Top 1000 Streamers from past one year who were streaming on twitch.

    Content

    This data consists of different things like number of viewers, number of active viewers, followers gained and many other relevant columns regarding a particular streamer. It has 11 different columns with all the necessary information that is needed.

    --- Original source retains full ownership of the source dataset ---

  3. Streaming Analytics Market Size, Share, Growth and Industry Report

    • imarcgroup.com
    pdf,excel,csv,ppt
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    IMARC Group, Streaming Analytics Market Size, Share, Growth and Industry Report [Dataset]. https://www.imarcgroup.com/streaming-analytics-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset provided by
    Imarc Group
    Authors
    IMARC Group
    License

    https://www.imarcgroup.com/privacy-policyhttps://www.imarcgroup.com/privacy-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    The global streaming analytics market size was valued at USD 18.01 Billion in 2024. Looking forward, IMARC Group estimates the market to reach USD 118.84 Billion by 2033, exhibiting a CAGR of 22.16% during 2025-2033. North America currently dominates the market, holding a significant market share of over 40.0% in 2024. The market is driven by the growing need for real-time data processing across industries such as healthcare, retail, and finance. The rise of IoT devices, 5G networks, and edge computing enables faster data analysis, while cloud adoption and AI advancements enhance scalability. Additionally, regulatory compliance and smart city initiatives emphasize real-time insights, enhancing streaming analytics market share globally.

    Report Attribute
    Key Statistics
    Base Year
    2024
    Forecast Years
    2025-2033
    Historical Years
    2019-2024
    Market Size in 2024
    USD 18.01 Billion
    Market Forecast in 2033
    USD 118.84 Billion
    Market Growth Rate 2025-203322.16%

    IMARC Group provides an analysis of the key trends in each segment of the global streaming analytics market, along with forecast at the global, regional, and country levels from 2025-2033. The market has been categorized based on component, deployment mode, organization size, application, and industry vertical.

  4. Streaming Analytics Market - Size, Industry Companies & Analysis

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Jul 3, 2025
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    Mordor Intelligence (2025). Streaming Analytics Market - Size, Industry Companies & Analysis [Dataset]. https://www.mordorintelligence.com/industry-reports/streaming-analytics-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jul 3, 2025
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    Global
    Description

    Streaming Analytics Market Report is Segmented by Component (Software, Services), Deployment (On-Premise, Cloud-Based), End-User Industry (Media and Entertainment, Retail and ECommerce, Manufacturing, BFSI, and More), Organization Size (Large Enterprises, Small and Medium Enterprises), and by Geography. The Market Forecasts are Provided in Terms of Value (USD)

  5. Streaming Analytics Market by Component, Deployment, Application, End-Use,...

    • emergenresearch.com
    pdf,excel,csv,ppt
    Updated Apr 24, 2021
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    Emergen Research (2021). Streaming Analytics Market by Component, Deployment, Application, End-Use, And Region [Dataset]. https://www.emergenresearch.com/industry-report/streaming-analytics-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 24, 2021
    Dataset authored and provided by
    Emergen Research
    License

    https://www.emergenresearch.com/privacy-policyhttps://www.emergenresearch.com/privacy-policy

    Area covered
    Global
    Variables measured
    Base Year, No. of Pages, Growth Drivers, Forecast Period, Segments covered, Historical Data for, Pitfalls Challenges, 2028 Value Projection, Tables, Charts, and Figures, Forecast Period 2021 - 2028 CAGR, and 1 more
    Description

    The streaming analytics market size reached USD 12.32 Billion in 2020 and is expected to be worth USD 82.59 Billion by 2028 and register a CAGR of 27.1%. Streaming analytics industry report classifies global market by share, trend and on the basis of component, deployment, application, end-use, and...

  6. Twitch watch time details

    • kaggle.com
    Updated Jan 18, 2021
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    Raj Gupta (2021). Twitch watch time details [Dataset]. https://www.kaggle.com/rajgupta2019/first-practise/code
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jan 18, 2021
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Raj Gupta
    Description

    Context

    Twitch is one of the most popular option for gamers and streamers. Twitch is an American video live streaming service that focuses on video game live streaming, including broadcasts of esports competitions, in addition to offering music broadcasts, creative content, and "in real life" streams.

    Content

    Their is a lot of data generated by twitch every day and data if handled effectively can be used for building many new models and products benificial for companies.

    Acknowledgements

    We wouldn't be here without the help of others. If you owe any attributions or thanks, include them here along with any citations of past research.

    Inspiration

    Your data will be in front of the world's largest data science community. What questions do you want to see answered?

  7. Streaming Analytics Market Analysis by Solution, Application, Enterprise...

    • futuremarketinsights.com
    html, pdf
    Updated Mar 24, 2025
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    Future Market Insights (2025). Streaming Analytics Market Analysis by Solution, Application, Enterprise Size, Industry, and Region Through 2035 [Dataset]. https://www.futuremarketinsights.com/reports/streaming-analytics-market
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    pdf, htmlAvailable download formats
    Dataset updated
    Mar 24, 2025
    Dataset authored and provided by
    Future Market Insights
    License

    https://www.futuremarketinsights.com/privacy-policyhttps://www.futuremarketinsights.com/privacy-policy

    Time period covered
    2025 - 2035
    Area covered
    Worldwide
    Description

    The streaming analytics market is expected to record strong growth in the 2025 to 2035 period with increased usage of real-time data processing, AI-driven insights, and IoT-based analytics. The growth is expected from USD 23.19 billion in 2025 to USD 157.72 billion in 2035 at a compound annual growth rate (CAGR) of 21.1% during the forecast period.

    Contract & Deals Analysis

    CompanyContract Value (USD Million)
    ConfluentApproximately USD 70 - 80
    MicrosoftApproximately USD 60 - 70
    IBMApproximately USD 50 - 60
    OracleApproximately USD 80 - 90
    TIBCO SoftwareApproximately USD 55 - 65

    Country Wise Analysis

    Countries/RegionCAGR (2025 to 2035)
    USA12.8%
    UK12.4%
    European Union12.6%
    Japan12.3%
    South Korea13.0%

    Competitive Outlook

    Company NameEstimated Market Share (%)
    Microsoft Azure Stream Analytics20-25%
    Google Cloud Dataflow15-20%
    IBM Streams12-16%
    AWS Kinesis10-14%
    SAS Streaming Analytics6-10%
    Other Companies (combined)20-30%
  8. Game Streaming Market Size, Companies & Share Analysis

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Dec 24, 2024
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    Mordor Intelligence (2024). Game Streaming Market Size, Companies & Share Analysis [Dataset]. https://www.mordorintelligence.com/industry-reports/game-streaming-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Dec 24, 2024
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    Global
    Description

    The Game Streaming Market report segments the industry into Revenue Model (In-Game Advertising Model, Subscription Model, Other Revenue Models), Solutions (Web Based, App Based), and Geography (North America, Europe, Asia-Pacific, Latin America, Middle East and Africa). Get five years of historical data alongside five-year market forecasts.

  9. Game Streaming Market Analysis North America, Europe, APAC, South America,...

    • technavio.com
    Updated Jul 15, 2024
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    Technavio (2024). Game Streaming Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, China, Germany, UK, Japan - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/game-streaming-market-industry-analysis
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    Dataset updated
    Jul 15, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Japan, Germany, United States, China, United Kingdom, Global
    Description

    Snapshot img

    Game Streaming Market Size 2024-2028

    The game streaming market size is forecast to increase by USD 1.05 billion at a CAGR of 8.51% between 2023 and 2028.

    The market is experiencing significant growth, driven by several key trends. One notable trend is the increasing popularity of eSports tournaments, which have gained massive followings and sponsorships from major brands. Another trend is the growing demographic of women gamers, who now represent a substantial portion of the gaming community. Additionally, the health benefits of gaming, such as improved cognitive function and stress relief, are increasingly being recognized. These factors, among others, are fueling the growth of the market. However, challenges remain, including the need for high-speed internet connections and the potential for addiction and negative health effects. Despite these challenges, the market is poised for continued expansion as technology advances and gaming becomes more mainstream.
    

    What will be the Size of the Game Streaming Market During the Forecast Period?

    Request Free Sample

    The market is experiencing significant growth and transformation, driven by the growth in popularity of game streaming services and the mobile gaming sector. Major players in this market include Facebook Gaming and YouTube Gaming, which leverage their extensive user bases to offer live streaming and on-demand content. Cloud gaming platforms, such as Microsoft xCloud and Google Stadia, are revolutionizing the industry by enabling users to play high-quality games without the need for expensive hardware. Traditional gaming companies, like PlayStation and Xbox, have entered the fray with their respective streaming services, PlayStation Plus and Xbox Game Pass. The market's size is projected to expand as technological development and infrastructure improvements facilitate smoother delivery of streaming content.
    Content acquisition remains a key focus, with popular titles like League of Legends, Dota 2, PUBG Mobile, Clash Royale, and Free Fire attracting large audiences. Content creation and monetization options are also crucial, with streaming platforms providing tools and monetization options for content creators to engage their audiences effectively. The role of the YouTube network and other live streaming tools in this ecosystem cannot be overlooked, as they offer a significant reach and influence on consumer behavior. Overall, the market is poised for continued growth and innovation, fueled by the intersection of technological advancements and evolving consumer preferences.
    

    How is this Game Streaming Industry segmented and which is the largest segment?

    The game streaming industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    Revenue Stream
    
      In-game advertising
      Subscription
      Others
    
    
    Geography
    
      North America
    
        US
    
    
      Europe
    
        Germany
        UK
    
    
      APAC
    
        China
        Japan
    
    
      South America
    
    
    
      Middle East and Africa
    

    By Revenue Stream Insights

    The in-game advertising segment is estimated to witness significant growth during the forecast period.
    

    The market experienced substantial growth in 2021, with in-game advertising emerging as the largest segment. This trend is anticipated to continue during the forecast period, fueled by the increasing popularity of social media and mobile gaming. In-game advertising integrates advertisements into desktop and mobile games through various formats such as ads, clips, billboards, and backdrop displays. These non-interruptive advertisements offer a smoother gaming experience for players while delivering stronger audio-visual effects for viewers. As the mobile gaming sector continues to expand, driven by smartphone penetration rates and the availability of high-speed connectivity, game streaming services like Facebook Gaming, YouTube Gaming, Microsoft xCloud, Google Stadia, PlayStation Plus, Xbox Game Pass, League of Legends, Dota 2, PUBG Mobile, Clash Royale, and Free Fire are investing in strategic efforts to enhance their content delivery and monetization options.

    Key technological developments, including the deployment of 5G networks by providers such as Optus and Pentanet, are further boosting the growth of the market. Content creators leverage live streaming tools like those offered by the YouTube network to engage audiences and monetize their content through platforms like Social Blade, where influencers like Germán Alejandro (JuegaGerman) and Garmendia Aranis have amassed significant followings.

    Get a glance at the Game Streaming Industry report of share of various segments Request Free Sample

    The in-game advertising segment was valued at USD 1.08 billion in 2018 and showed a gradual increase during the forecast peri

  10. Streaming Analytics Market Analysis North America, APAC, Europe, Middle East...

    • technavio.com
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    Technavio, Streaming Analytics Market Analysis North America, APAC, Europe, Middle East and Africa, South America - US, China, UK, Canada, Japan - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/streaming-analytics-market-industry-analysis
    Explore at:
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Canada, United States, Global
    Description

    Snapshot img

    Streaming Analytics Market Size 2024-2028

    The streaming analytics market size is forecast to increase by USD 39.7 at a CAGR of 34.63% between 2023 and 2028.

    The market is experiencing significant growth due to the increasing need to improve business efficiency in various industries. The integration of Artificial Intelligence (AI) and Machine Learning (ML) technologies is a key trend driving market growth. These technologies enable real-time data processing and analysis, leading to faster decision-making and improved operational performance. However, the integration of streaming analytics solutions with legacy systems poses a challenge. IoT platforms play a crucial role In the market, as IoT-driven devices generate vast amounts of data that require real-time analysis. Predictive analytics is another area of focus, as it allows businesses to anticipate future trends and customer behavior, leading to proactive decision-making.Overall, the market is expected to continue growing, driven by the need for real-time data processing and analysis in various sectors.

    What will be the Size of the Streaming Analytics Market During the Forecast Period?

    Request Free Sample

    The market is experiencing significant growth due to the increasing demand for real-time insights from big data generated by emerging technologies such as IoT and API-driven applications. This market is driven by the strategic shift towards digitization and cloud solutions among large enterprises and small to medium-sized businesses (SMEs) across various industries, including retail. Legacy systems are being replaced with modern streaming analytics platforms to enhance data connectivity and improve production and demand response. The financial impact of real-time analytics is substantial, with applications in fraud detection, predictive maintenance, and operational efficiency. The integration of artificial intelligence (AI) and machine learning algorithms further enhances the market's potential, enabling businesses to gain valuable insights from their data streams.Overall, the market is poised for continued expansion as more organizations recognize the value of real-time data processing and analysis.

    How is this Streaming Analytics Industry segmented and which is the largest segment?

    The streaming analytics industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. DeploymentCloudOn premisesTypeSoftwareServicesGeographyNorth AmericaCanadaUSAPACChinaJapanEuropeUKMiddle East and AfricaSouth America

    By Deployment Insights

    The cloud segment is estimated to witness significant growth during the forecast period.
    

    Cloud-deployed streaming analytics solutions enable businesses to analyze data in real time using remote computing resources, such as the cloud. This deployment model streamlines business intelligence processes by collecting, integrating, and presenting derived insights instantaneously, enhancing decision-making efficiency. The cloud segment's growth is driven by benefits like quick deployment, flexibility, scalability, and real-time data visibility. Service providers offer these capabilities with flexible payment structures, including pay-as-you-go. Advanced solutions integrate AI, API, and event-streaming analytics capabilities, ensuring compliance with regulations, optimizing business processes, and providing valuable data accessibility. Cloud adoption in various sectors, including finance, healthcare, retail, and telecom, is increasing due to the need for real-time predictive modeling and fraud detection.SMEs and startups also benefit from these solutions due to their ease of use and cost-effectiveness. In conclusion, cloud-based streaming analytics solutions offer significant advantages, making them an essential tool for organizations seeking to digitize and modernize their IT infrastructure.

    Get a glance at the Streaming Analytics Industry report of share of various segments Request Free Sample

    The Cloud segment was valued at USD 4.40 in 2018 and showed a gradual increase during the forecast period.

    Regional Analysis

    APAC is estimated to contribute 34% to the growth of the global market during the forecast period.
    

    Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

    For more insights on the market share of various regions, Request Free Sample

    In North America, the region's early adoption of advanced technology and high data generation make it a significant market for streaming analytics. The vast amounts of data produced in this tech-mature region necessitate intelligent analysis to uncover valuable relationships and insights. Advanced software solutions, including AI, virtualiza

  11. t

    Streaming Analytics Global Market Report 2025

    • thebusinessresearchcompany.com
    pdf,excel,csv,ppt
    Updated Jan 8, 2025
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    The Business Research Company (2025). Streaming Analytics Global Market Report 2025 [Dataset]. https://www.thebusinessresearchcompany.com/report/streaming-analytics-global-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 8, 2025
    Dataset authored and provided by
    The Business Research Company
    License

    https://www.thebusinessresearchcompany.com/privacy-policyhttps://www.thebusinessresearchcompany.com/privacy-policy

    Description

    Global Streaming Analytics market size is expected to reach $112.36 billion by 2029 at 33.5%, increased usage of cloud technology fuels growth in the streaming analytics market

  12. Streaming Analytics Software Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Streaming Analytics Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-streaming-analytics-software-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Streaming Analytics Software Market Outlook



    The global streaming analytics software market size was valued at approximately USD 12.4 billion in 2023 and is projected to reach USD 55.7 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 18.5% during the forecast period. This impressive growth is primarily driven by the increasing demand for real-time data processing to enhance decision-making across various industries. As organizations strive to gain meaningful insights from the vast amounts of data generated continuously, streaming analytics software has emerged as a crucial tool, enabling businesses to analyze live data streams efficiently.



    One of the key growth factors for the streaming analytics software market is the escalating need for real-time data analytics in various sectors such as finance, healthcare, and telecommunications. With the proliferation of IoT devices and the rapid digitization of industries, there is an unprecedented surge in data generation. Organizations are increasingly focusing on leveraging streaming analytics to process and analyze this continuous flow of data instantaneously, which in turn bolsters operational efficiency, enhances customer experiences, and drives competitive advantages. Furthermore, the integration of artificial intelligence (AI) and machine learning (ML) with streaming analytics platforms is significantly enhancing their capabilities, enabling more accurate predictions and insights, thereby fueling market growth.



    Another significant driver of market growth is the increasing adoption of cloud-based solutions. Cloud deployment offers several advantages, such as scalability, flexibility, and reduced costs, which are crucial for businesses looking to harness the power of streaming analytics effectively. The ability to scale resources on-demand and pay-as-you-go pricing models are particularly attractive to small and medium enterprises (SMEs) that may have budget constraints. Additionally, the cloud enables seamless integration with other business applications, enhancing overall functionality and driving the adoption of streaming analytics solutions across diverse industries.



    The growing emphasis on customer experience management is also propelling the demand for streaming analytics software. Businesses are increasingly aware of the importance of providing personalized experiences to retain customers and foster loyalty. Streaming analytics enables organizations to process customer data in real-time, allowing them to gain insights into customer behavior and preferences. This, in turn, helps businesses tailor their offerings and engage customers proactively, thereby improving overall satisfaction and driving revenue growth. Furthermore, advancements in technology, such as the adoption of edge computing, are expected to further augment the capabilities of streaming analytics solutions, opening new avenues for market expansion.



    Event Stream Processing Software plays a pivotal role in the realm of streaming analytics by providing the necessary infrastructure to process and analyze data streams in real-time. This type of software is designed to handle high-velocity data, enabling businesses to react to events as they happen, rather than after the fact. By leveraging event stream processing, organizations can detect patterns, trends, and anomalies instantaneously, which is crucial for applications such as fraud detection, network optimization, and customer experience management. The ability to process data in motion allows companies to make proactive decisions, thereby gaining a competitive edge in their respective industries. As the demand for real-time insights continues to grow, event stream processing software is becoming an indispensable component of modern analytics strategies, driving innovation and efficiency across various sectors.



    Regionally, North America holds a significant share of the streaming analytics software market, driven by the early adoption of advanced technologies and the presence of key market players. The region's robust technological infrastructure supports the seamless integration and deployment of streaming analytics solutions across various industries. Furthermore, the Asia Pacific region is anticipated to exhibit the highest growth rate during the forecast period, attributed to rapid industrialization, digital transformation initiatives, and the increasing adoption of IoT and smart devices. Countries such as China, India, and Japan are leading the charge, with governments and enterprises investing heavily in technological adv

  13. k

    North America Streaming Analytics Market Size, Share & Trends Analysis...

    • kbvresearch.com
    Updated Dec 4, 2024
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    KBV Research (2024). North America Streaming Analytics Market Size, Share & Trends Analysis Report By Deployment (Hosted, and On-Premise), By Component, By End Use, By Application, By Country and Growth Forecast, 2024 - 2031 [Dataset]. https://www.kbvresearch.com/north-america-streaming-analytics-market/
    Explore at:
    Dataset updated
    Dec 4, 2024
    Dataset authored and provided by
    KBV Research
    License

    https://www.kbvresearch.com/privacy-policy/https://www.kbvresearch.com/privacy-policy/

    Time period covered
    2024 - 2031
    Area covered
    North America
    Description

    The North America Streaming Analytics Market would witness market growth of 27.1% CAGR during the forecast period (2024-2031). The US market dominated the North America Streaming Analytics Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market

  14. f

    YouTube Dataset on Mobile Streaming for Internet Traffic Modeling, Network...

    • figshare.com
    txt
    Updated Apr 14, 2022
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    Frank Loh; Florian Wamser; Fabian Poignée; Stefan Geißler; Tobias Hoßfeld (2022). YouTube Dataset on Mobile Streaming for Internet Traffic Modeling, Network Management, and Streaming Analysis [Dataset]. http://doi.org/10.6084/m9.figshare.19096823.v2
    Explore at:
    txtAvailable download formats
    Dataset updated
    Apr 14, 2022
    Dataset provided by
    figshare
    Authors
    Frank Loh; Florian Wamser; Fabian Poignée; Stefan Geißler; Tobias Hoßfeld
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    YouTube
    Description

    Streaming is by far the predominant type of traffic in communication networks. With thispublic dataset, we provide 1,081 hours of time-synchronous video measurements at network, transport, and application layer with the native YouTube streaming client on mobile devices. The dataset includes 80 network scenarios with 171 different individual bandwidth settings measured in 5,181 runs with limited bandwidth, 1,939 runs with emulated 3G/4G traces, and 4,022 runs with pre-defined bandwidth changes. This corresponds to 332GB video payload. We present the most relevant quality indicators for scientific use, i.e., initial playback delay, streaming video quality, adaptive video quality changes, video rebuffering events, and streaming phases.

  15. W

    Wireless Network Streamers Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 8, 2025
    + more versions
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    Market Report Analytics (2025). Wireless Network Streamers Report [Dataset]. https://www.marketreportanalytics.com/reports/wireless-network-streamers-70311
    Explore at:
    ppt, doc, pdfAvailable download formats
    Dataset updated
    Apr 8, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global wireless network streamer market, valued at $167 million in 2025, is projected to experience robust growth, driven by several key factors. The increasing adoption of high-resolution audio streaming services and the rising demand for convenient and high-quality home entertainment systems are significant contributors to this market expansion. Consumers are increasingly seeking seamless integration of their audio devices with smart home ecosystems, further fueling the demand for wireless network streamers capable of connecting to various platforms and applications. The diverse range of control options, including iOS, Android, and Windows compatibility, caters to a broad user base, enhancing the market's appeal. Furthermore, technological advancements leading to improved audio quality, enhanced features like multi-room audio, and increased ease of use are attracting a wider consumer base, including casual listeners and audiophiles alike. Market segmentation reveals a strong preference for home use applications, reflecting the growing adoption of wireless streamers for enhancing personal entertainment setups. However, the commercial sector, encompassing businesses such as restaurants, bars, and hotels, presents a substantial opportunity for market expansion. While established players like Bluesound, Cambridge Audio, and Yamaha hold significant market share, emerging companies are innovating with advanced features and competitive pricing, intensifying competition and driving innovation within the industry. Geographical analysis indicates that North America and Europe currently dominate the market, but significant growth potential exists in the Asia-Pacific region, driven by rising disposable incomes and increasing awareness of high-fidelity audio experiences. The continued 4.6% CAGR suggests a sustained period of market growth through 2033, indicating a promising outlook for wireless network streamer manufacturers and investors.

  16. A

    ‘Top games on Twitch 2016 - 2021’ analyzed by Analyst-2

    • analyst-2.ai
    Updated Jan 28, 2022
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2022). ‘Top games on Twitch 2016 - 2021’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/kaggle-top-games-on-twitch-2016-2021-7495/latest
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    Dataset updated
    Jan 28, 2022
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘Top games on Twitch 2016 - 2021’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/rankirsh/evolution-of-top-games-on-twitch on 28 January 2022.

    --- Dataset description provided by original source is as follows ---

    https://m.media-amazon.com/images/S/abs-image-upload-na/d/AmazonStores/ATVPDKIKX0DER/a5ac5d9e72132475ffba05e008ace74e.w3000.h600._CR0%2C0%2C3000%2C600_SX1500_.png">



    Context

    There's a story behind every dataset and here's your opportunity to share yours.

    Content

    In this dataset you can find the top 200 games on twitch on each month from 2016 to present day. The data is divided into two datasets: - A bigger file - Twitch_game_data in which we find 200 obeservations per month representing the top games or categories on twitch for that month.
    - A smaller file - Twitch_global_data in which there is one obeservation per month that contains the general statistics about viewership on twitch.

    Acknowledgements

    All information was taken from sullygnome.com - a twitch analytics and statistics site.

    Inspiration

    Where does your favorite game stands in relation to the top game category on twich? Is there one game who is the true king of twitch? Just chatting, is this category just a fad or is it here to stay?

    Suggestions and/or comments are welcomed :)

    --- Original source retains full ownership of the source dataset ---

  17. Streaming Analytics Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Growth Market Reports (2025). Streaming Analytics Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/streaming-analytics-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Streaming Analytics Market Outlook



    According to our latest research, the global streaming analytics market size reached USD 19.7 billion in 2024, reflecting robust adoption across industries driven by the demand for real-time data insights. The market is projected to expand at a CAGR of 21.6% from 2025 to 2033, reaching a forecasted value of USD 134.2 billion by 2033. This impressive growth trajectory is primarily fueled by the accelerated digital transformation initiatives, increasing volumes of streaming data, and the critical need for real-time decision-making capabilities in diverse sectors such as BFSI, IT and telecommunications, retail and e-commerce, healthcare, and manufacturing.




    One of the primary growth factors for the streaming analytics market is the exponential increase in data generated from various sources, including IoT devices, social media platforms, mobile applications, and enterprise systems. Organizations are seeking advanced analytics solutions to process, analyze, and extract actionable insights from this continuous data flow. The proliferation of connected devices and the advent of Industry 4.0 have significantly contributed to the adoption of streaming analytics, as businesses strive to gain a competitive edge by leveraging real-time data for operational efficiency, customer engagement, and predictive maintenance. The integration of artificial intelligence and machine learning algorithms into streaming analytics platforms further enhances their capabilities, enabling automated pattern recognition, anomaly detection, and advanced forecasting.




    Another significant driver is the increasing emphasis on fraud detection and risk management across industries such as BFSI, healthcare, and retail. Real-time analytics empower organizations to detect suspicious activities, prevent financial losses, and ensure compliance with regulatory requirements. For instance, financial institutions utilize streaming analytics to monitor transactions in real time, identify fraudulent behavior, and mitigate risks effectively. Similarly, healthcare providers leverage these solutions to track patient data, predict potential health risks, and optimize clinical workflows. The ability to process and analyze data as it is generated provides organizations with a substantial advantage in responding to emerging threats and opportunities swiftly.




    Furthermore, the shift towards cloud-based deployment models is accelerating market growth by offering scalability, flexibility, and cost-effectiveness. Cloud-based streaming analytics solutions enable organizations to handle large volumes of data without the need for significant upfront infrastructure investments. This democratizes access to advanced analytics capabilities, particularly for small and medium enterprises (SMEs) that may lack the resources for on-premises solutions. The growing ecosystem of cloud service providers, coupled with advancements in data security and privacy, has made cloud adoption a preferred choice for organizations seeking to harness the power of streaming analytics.




    Regionally, North America remains the dominant market, accounting for the largest revenue share in 2024, followed by Europe and Asia Pacific. The presence of major technology players, early adoption of advanced analytics, and substantial investments in digital infrastructure contribute to North America's leadership position. However, Asia Pacific is expected to witness the highest growth rate over the forecast period, driven by rapid industrialization, expanding internet penetration, and increasing adoption of IoT technologies. Latin America and the Middle East & Africa are also emerging as lucrative markets, supported by growing digitalization efforts and government initiatives to promote smart cities and digital economies.





    Component Analysis



    The component segment of the streaming analytics market is bifurcated into software and services. The software component holds a substantial share of the market, as organizations across vario

  18. A New Dataset for Streaming Learning Analytics

    • zenodo.org
    csv
    Updated Oct 29, 2024
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    Gabriella Casalino; Gabriella Casalino; Giovanna Castellano; Giovanna Castellano; Gianluca Zaza; Gianluca Zaza (2024). A New Dataset for Streaming Learning Analytics [Dataset]. http://doi.org/10.5281/zenodo.14003233
    Explore at:
    csvAvailable download formats
    Dataset updated
    Oct 29, 2024
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Gabriella Casalino; Gabriella Casalino; Giovanna Castellano; Giovanna Castellano; Gianluca Zaza; Gianluca Zaza
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Oct 2024
    Description

    This research introduces a novel dataset developed for streaming learning analytics, derived from the Open University Learning Analytics Dataset (OULAD). The dataset incorporates essential temporal information that captures the timing of student interactions with the Virtual Learning Environment (VLE). By integrating these time-based interactions, the dataset enhances the capabilities of stream algorithms, which are particularly well-suited for real-time monitoring and analysis of student learning behaviors.

    The dataset consists of 34 features and 1,718,983 samples, encompassing students' demographic information, assessment scores, and interactions with the VLE for a specific time ( T ), corresponding to each student ( S ) within a given course ( C ) and module ( M ). The target classes—'Withdrawn', 'Fail', 'Pass', and 'Distinction'—were encoded as 0, 1, 2, and 3, respectively. Notably, the data exhibits a significant imbalance, with a substantial prevalence of records associated with students who passed the final examination. The class distribution is as follows: 'Pass' (1,022,760 samples), 'Distinction' (308,642 samples), 'Fail' (227,550$ samples), and 'Withdrawn' (160,031 samples).

    For further details on the data, please refer to the manuscript: Gabriella Casalino, Giovanna Castellano, Gianluca Zaza, "Does Time Matter in Analyzing Educational Data? - A New Dataset for Streaming Learning Analytics.", CEUR Proceedings

  19. S

    Streaming Analytics Market Report

    • marketresearchforecast.com
    doc, pdf, ppt
    Updated Apr 10, 2025
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    Market Research Forecast (2025). Streaming Analytics Market Report [Dataset]. https://www.marketresearchforecast.com/reports/streaming-analytics-market-1821
    Explore at:
    doc, ppt, pdfAvailable download formats
    Dataset updated
    Apr 10, 2025
    Dataset authored and provided by
    Market Research Forecast
    License

    https://www.marketresearchforecast.com/privacy-policyhttps://www.marketresearchforecast.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Streaming Analytics Marketsize was valued at USD 18.10 USD Billion in 2023 and is projected to reach USD 80.22 USD Billion by 2032, exhibiting a CAGR of 23.7 % during the forecast period.Data Streaming analytics is the oxygenation of the online space turning the once operationg from two to three steps into one while providing near real-time insights into constantly shifting datasets. It's elemental to direct from your the center of the operations. Through calssification one can tap in the energy of continuous data streams from differnent sources, such as devices powered by IoT or social networking services (SNS). These applications are capable of highlighting repeating patterns, abnormalities, and trends in the given moment which help company’s executives make quick decisions and respond beforehand. Streaming analysis does all that is necessary during the performance of monitoring network performance, analysis of the customer behaviour and optimisation of logistics supply chain. For that matter, it gives the dynamic solution sufficient to track the continuous changes that are happening in the digital landscape. It associates all the aspects of data collection and use in a single process, which is eventual useful for any organization to reveal the value placed inside their data as it flows, thus discovering the new insights that enhance innovation and stand against the challenges that the fast-growing world brings. Recent developments include: September 2023: Timeplus announced that it has licensed Proton open sources for developers globally. Through this, companies can seamlessly create ad hoc reports over large datasets, using both live streaming and historical data and achieve faster results at a smaller cost than with other streaming frameworks., August 2023: Microsoft declared the acquisition of Activision Blizzard, Inc. to bring more resourceful and inventive games to performers everywhere and on any device. The acquisition with Activision Blizzard, Inc. focused on driving efforts to further strengthen the company’s culture and accelerate business growth., August 2023: Confluent, Inc. entered a partnership with Google Cloud. The expanded partnership helped more consumers transform their enterprises with real-time data and modernize their data platforms with a dependable bridge from their on-premise, multi-cloud data architectures to Google Cloud., May 2023: Qlik announced the acquisition of Talend, thereby combining its best-in-class capabilities for modern enterprises to transform, trust, access, analyze, and take action with data. The acquisition is claimed to offer significant benefits to clients, including enhanced support & services, expanded product offerings, and increased investments in innovation and R&D., December 2022: Microsoft and LSEG (London Stock Exchange Group) announced a partnership to develop new products and services for data and analytics. The partnership would help LSEG build a scalable and efficient platform for its Data & Analytics business to provide next-generation services to a variety of consumers in the financial markets value chain through enhanced workflow and better flexibility.. Key drivers for this market are: The Proliferation of Edge Computing Coupled with Technological Advancements to Fuel the Next Generation Computing Demand. Potential restraints include: Lack of Streaming Analytics Solutions Integration with Older Systems May Hinder Market Growth. Notable trends are: Growing Implementation of Touch-based and Voice-based Infotainment Systems to Increase Adoption of Intelligent Cars.

  20. G

    Game Streaming Industry Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated May 6, 2025
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    Market Report Analytics (2025). Game Streaming Industry Report [Dataset]. https://www.marketreportanalytics.com/reports/game-streaming-industry-87815
    Explore at:
    pdf, doc, pptAvailable download formats
    Dataset updated
    May 6, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global game streaming market, valued at $7.6 billion in 2025, is projected to experience robust growth, driven by a compound annual growth rate (CAGR) of 10.52% from 2025 to 2033. This expansion is fueled by several key factors. The increasing popularity of esports and competitive gaming fosters a demand for high-quality streaming platforms and services. Advancements in technology, particularly in 5G networks and cloud computing, enable smoother, lower-latency streaming experiences, further driving market adoption. The rise of mobile gaming and the increasing accessibility of high-speed internet are also significant contributors. The market is segmented by revenue model (in-game advertising, subscription, and others) and solution type (web-based platforms like Twitch and YouTube, and app-based solutions such as Xbox Game Streaming). Major players like Amazon, Microsoft, Google, and others are investing heavily in infrastructure and content to capitalize on this growth, leading to an increasingly competitive but dynamic market landscape. The significant growth in the game streaming market is also influenced by evolving consumer preferences. Viewers are increasingly seeking interactive and engaging experiences beyond traditional passive consumption. This shift is reflected in the rise of platforms that offer interactive features, such as live chats, co-streaming, and integrated social media elements. Geographic distribution shows strong growth across North America, Europe, and Asia-Pacific regions, with China and the United States representing major market hubs. However, growth potential remains significant in other regions, particularly in developing economies with expanding internet penetration and increasing smartphone adoption. While challenges like network infrastructure limitations and concerns about data security exist, the overall market trajectory points towards sustained and substantial growth over the forecast period. Recent developments include: In June 2024, Rotterdam Ahoy hosted TwitchCon Europe for the first time, bringing together thousands of streamers, viewers, and brands. This event offered a unique opportunity for the Twitch community to gather in person, celebrating creativity, competitive gaming, and fostering connections over a weekend-long festival., In October 2023, HyperX, the gaming peripherals team at HP Inc., along with OMEN Gaming, announced its role as the official sponsor of the TwitchCon Streamer Station. This partnership between HyperX and HP OMEN allows TwitchCon attendees to experience the latest HyperX products designed for gaming streamers and content creators.. Key drivers for this market are: Growing Popularity of Esports and Broadcasting of Esports Events, Growth of Video Game Streaming Software for Mobile Devices. Potential restraints include: Growing Popularity of Esports and Broadcasting of Esports Events, Growth of Video Game Streaming Software for Mobile Devices. Notable trends are: YouTube is Expected to be the Largest Web-based Solution.

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Bright Data (2024). Twitch Dataset [Dataset]. https://brightdata.com/products/datasets/twitch
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Twitch Dataset

Explore at:
.json, .csv, .xlsxAvailable download formats
Dataset updated
May 8, 2024
Dataset authored and provided by
Bright Datahttps://brightdata.com/
License

https://brightdata.com/licensehttps://brightdata.com/license

Area covered
Worldwide
Description

We'll tailor a Twitch dataset to meet your unique needs, encompassing streamer profiles, viewer engagement metrics, streaming times, demographic data of viewers, follower counts, chat statistics, and other pertinent metrics.

Leverage our Twitch datasets for diverse applications to bolster strategic planning and market analysis. Scrutinizing these datasets enables organizations to grasp viewer preferences and streaming trends, facilitating nuanced content development and engagement initiatives. Customize your access to the entire dataset or specific subsets as per your business requisites.

Popular use cases involve optimizing content strategy based on streamer performance and viewer engagement, enhancing marketing strategies through targeted audience segmentation, and identifying and forecasting trends in the streaming community to stay ahead in the digital entertainment landscape.

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