100+ datasets found
  1. P

    Proxy Software Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jul 15, 2025
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    Data Insights Market (2025). Proxy Software Report [Dataset]. https://www.datainsightsmarket.com/reports/proxy-software-1937586
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Jul 15, 2025
    Dataset authored and provided by
    Data Insights Market
    License

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

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

    The global proxy software market is experiencing robust growth, driven by the increasing demand for data scraping, web automation, and enhanced online privacy. The market, estimated at $2 billion in 2025, is projected to expand at a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $6 billion by 2033. This expansion is fueled by several key factors. The rise of e-commerce and the need for real-time data analysis are driving the adoption of proxy services for price comparison, market research, and competitive intelligence. Furthermore, the growing concerns surrounding online security and privacy are boosting the demand for secure and anonymous browsing solutions. The increasing sophistication of bot detection technologies is also prompting businesses to adopt more advanced proxy solutions to circumvent these measures and maintain access to online resources. Market segmentation reveals a strong preference for residential proxies due to their high level of anonymity and avoidance of IP blocking. However, data center proxies remain a significant portion of the market, particularly in applications requiring high speed and scalability. Competitive pressures among numerous providers, including Bright Data, Oxylabs, and Zyte, are driving innovation and price optimization. Despite this positive outlook, several challenges remain. The regulatory landscape surrounding data scraping and web scraping is becoming increasingly complex, posing a potential constraint on market growth. Moreover, the cost associated with maintaining and updating proxy infrastructure represents a significant barrier for some businesses. The market also faces the ongoing threat of proxy detection and mitigation techniques employed by websites, prompting continuous development and adaptation within the proxy software industry. Regions such as North America and Europe currently hold the largest market shares, owing to high technology adoption and strong demand across various sectors. However, growth opportunities are significant in developing economies, particularly in Asia-Pacific, as these regions experience increased internet penetration and digital transformation.

  2. R

    Residential Proxy IP Network Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated May 21, 2025
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    Archive Market Research (2025). Residential Proxy IP Network Report [Dataset]. https://www.archivemarketresearch.com/reports/residential-proxy-ip-network-563391
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    pdf, ppt, docAvailable download formats
    Dataset updated
    May 21, 2025
    Dataset authored and provided by
    Archive Market Research
    License

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

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

    The residential proxy IP network market is experiencing robust growth, driven by increasing demand for data scraping, web automation, and online privacy solutions. Businesses across various sectors, including market research, e-commerce, and social media monitoring, rely on residential proxies to circumvent geo-restrictions, enhance data collection accuracy, and avoid IP blocking. The market's expansion is fueled by the rise of big data analytics, the growing need for real-time insights, and the increasing sophistication of anti-scraping technologies. While challenges exist, such as regulatory scrutiny regarding data privacy and the ethical considerations surrounding web scraping, the overall market outlook remains positive. Assuming a conservative CAGR of 15% (a common growth rate for technology sectors experiencing high demand) and a 2025 market size of $1.5 billion, the market is projected to reach approximately $3.5 billion by 2033. This growth is underpinned by the continuous development of more sophisticated proxy technologies and the expanding user base across different market segments like large enterprises and SMEs who are increasingly recognizing the value proposition of residential proxies. The segmentation of the market into services, software, and applications tailored for large enterprises and SMEs reflects the varied needs and technological capabilities of different user groups. Geographically, North America and Europe currently hold significant market shares due to higher adoption rates and established technological infrastructure. However, growth in Asia-Pacific and other emerging regions is expected to accelerate as internet penetration and digitalization increase. Competition is intense, with numerous providers vying for market share through technological innovation, pricing strategies, and the development of robust and reliable infrastructure. The market continues to evolve, with a clear emphasis on providing enhanced security, anonymity, and performance to address the increasing demands of a sophisticated user base.

  3. R

    Residential Proxy IP Network Report

    • marketresearchforecast.com
    doc, pdf, ppt
    Updated Mar 19, 2025
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    Market Research Forecast (2025). Residential Proxy IP Network Report [Dataset]. https://www.marketresearchforecast.com/reports/residential-proxy-ip-network-39746
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Mar 19, 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 Residential Proxy IP Network market is experiencing robust growth, projected to reach $118.1 million in 2025 and exhibiting a Compound Annual Growth Rate (CAGR) of 3.8% from 2025 to 2033. This expansion is fueled by the increasing demand for data privacy and anonymity across various sectors. Businesses are leveraging residential proxies for web scraping, market research, brand protection, and social media monitoring, driving market growth. Furthermore, the rise of sophisticated anti-bot technologies necessitates the use of residential proxies to circumvent these measures and access crucial online data. The market segmentation reveals a strong presence of both services and software solutions catering to large enterprises and SMEs, indicating a broad application across different organizational scales. North America and Europe currently hold significant market shares, driven by a higher adoption rate of technology and a robust digital infrastructure; however, the Asia-Pacific region is poised for significant growth due to the increasing digitalization and the expanding e-commerce sector. The competitive landscape is characterized by a mix of established players and emerging companies, leading to ongoing innovation and product differentiation within the market. The continued growth of e-commerce, the rise of big data analytics, and the increasing focus on online security all contribute to a positive outlook for the residential proxy market. While challenges like regulatory changes and concerns over ethical implications of data scraping exist, the overall demand for reliable and secure access to online data continues to outpace these concerns. The market is expected to witness further consolidation as larger players acquire smaller companies, leading to improved technology and broader service offerings. Specific segments such as those providing specialized services for specific regions or industries are showing particularly strong growth, reflecting the increasing niche needs of businesses operating in a complex digital environment.

  4. P

    Proxy Network Software Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 2, 2025
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    Data Insights Market (2025). Proxy Network Software Report [Dataset]. https://www.datainsightsmarket.com/reports/proxy-network-software-1961761
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    pdf, doc, pptAvailable download formats
    Dataset updated
    May 2, 2025
    Dataset authored and provided by
    Data Insights Market
    License

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

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

    The global proxy network software market is experiencing robust growth, driven by increasing demand for data privacy, web scraping, and enhanced online security across various sectors. The market, estimated at $5 billion in 2025, is projected to exhibit a healthy Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $15 billion by 2033. This expansion is fueled by the proliferation of large enterprises and SMEs adopting proxy solutions for improved data collection, market research, competitive intelligence, and enhanced website security. Significant trends include the rising adoption of residential proxies for bypassing geo-restrictions and enhanced anonymity, the increasing sophistication of datacenter proxies for high-volume tasks, and a growing preference for software solutions that offer better management and scalability. However, market growth faces certain restraints, including regulatory hurdles surrounding data scraping, concerns about ethical implications, and the ongoing battle against proxy detection and blocking techniques employed by websites. The segmentation reveals a considerable market share held by large enterprises leveraging proxy networks for complex business operations, alongside a rapidly expanding SME sector embracing these technologies for cost-effective solutions. Geographically, North America and Europe currently dominate the market, but the Asia-Pacific region is expected to demonstrate significant growth potential in the coming years, driven by burgeoning technological advancements and increased internet penetration. The competitive landscape is highly dynamic, with a mix of established players like Bright Data and Oxylabs alongside emerging competitors. This competition fosters innovation and continuous improvement in proxy network software, including the development of more sophisticated features like advanced security protocols, automated management tools, and improved speed and reliability. The market is characterized by ongoing consolidation and strategic partnerships, as companies strive to enhance their product offerings and expand their market reach. The future of the proxy network software market will depend on the evolution of technology, regulatory environments, and the ever-changing needs of users across various sectors. Continuous innovation and adaptation to evolving threats and opportunities will be vital for sustained success in this rapidly evolving landscape.

  5. w

    Global Rotating Residential Proxies Market Research Report: By Proxy...

    • wiseguyreports.com
    Updated Jun 24, 2024
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    wWiseguy Research Consultants Pvt Ltd (2024). Global Rotating Residential Proxies Market Research Report: By Proxy Provider (Bright Data, Geobyte, Smartproxy, Soax, Stormproxies), By Industry Vertical (E-commerce, Market research, Travel and hospitality, Social media, Gaming), By Use Case (Web scraping, Content aggregation, Data mining, Market research, Ad verification), By Deployment Model (Cloud-based, On-premises, Hybrid) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2032. [Dataset]. https://www.wiseguyreports.com/reports/rotating-residential-proxies-market
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    Dataset updated
    Jun 24, 2024
    Dataset authored and provided by
    wWiseguy Research Consultants Pvt Ltd
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Jan 6, 2024
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2024
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20230.34(USD Billion)
    MARKET SIZE 20240.39(USD Billion)
    MARKET SIZE 20321.1(USD Billion)
    SEGMENTS COVEREDProxy Provider ,Industry Vertical ,Use Case ,Deployment Model ,Regional
    COUNTRIES COVEREDNorth America, Europe, APAC, South America, MEA
    KEY MARKET DYNAMICSIncreasing demand for online privacy and anonymity Growing need for web scraping and data extraction Expansion of the ecommerce and digital advertising industries Rise of social media and content marketing Government regulations and compliance requirements
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDSmartproxy ,Oxylabs ,Bright Data (Luminati) ,IPRoyal ,Geosurf ,ProxyRack ,Microlee ,StormProxies ,ScrapeStorm ,Soax (formerly NetNet) ,Blazing Proxies ,Stormproxies ,Squid Proxies ,RSocks
    MARKET FORECAST PERIOD2024 - 2032
    KEY MARKET OPPORTUNITIESIncreased demand for privacy and security Growth of ecommerce and online advertising Rise of social media and online gaming Expansion of the Internet of Things IoT Adoption of artificial intelligence AI
    COMPOUND ANNUAL GROWTH RATE (CAGR) 14.01% (2024 - 2032)
  6. R

    Rotating Proxy Service Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Jul 16, 2025
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    Archive Market Research (2025). Rotating Proxy Service Report [Dataset]. https://www.archivemarketresearch.com/reports/rotating-proxy-service-563392
    Explore at:
    doc, ppt, pdfAvailable download formats
    Dataset updated
    Jul 16, 2025
    Dataset authored and provided by
    Archive Market Research
    License

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

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

    The rotating proxy service market is experiencing robust growth, driven by increasing demand for data scraping, web scraping, brand protection, and ad fraud prevention. Businesses across various sectors, including market research, e-commerce, and social media monitoring, rely on rotating proxies to access and gather data from websites while circumventing IP-based restrictions. The market is estimated to be valued at $2.5 billion in 2025, exhibiting a Compound Annual Growth Rate (CAGR) of 18% from 2025 to 2033. This significant growth is fueled by several key trends, including the rising adoption of automation in data collection, the expanding use of AI and machine learning, and the escalating concerns regarding data privacy and security. The market's competitive landscape is characterized by numerous providers offering a wide range of proxy services, each targeting specific niches and customer needs. The ongoing advancements in proxy technology, such as the development of residential and datacenter proxies, are further enhancing the market's capabilities and expanding its applications. The continued expansion of the digital landscape and the growing need for real-time data insights will continue to fuel the demand for robust and reliable rotating proxy services. However, challenges remain, such as the evolving techniques used to detect and block proxies and the potential misuse of these services for malicious activities. Regulatory scrutiny and ethical considerations surrounding data scraping also pose constraints on market growth. Nevertheless, the long-term outlook for the rotating proxy service market remains positive, with ongoing innovations and an increasing reliance on data-driven decision-making in numerous industries projected to drive further expansion in the coming years. Companies such as Bright Data, Oxylabs, Smartproxy, and others are actively innovating to address evolving needs and maintain their market presence.

  7. w

    Global Data Scraping Tools Market Research Report: By Deployment Mode...

    • wiseguyreports.com
    Updated Jul 23, 2024
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    wWiseguy Research Consultants Pvt Ltd (2024). Global Data Scraping Tools Market Research Report: By Deployment Mode (Cloud, Web, On-Premises), By Data Source (Websites, Social Media, E-commerce Platforms, Databases, Flat Files), By Extraction Type (Structured Data, Semi-Structured Data, Unstructured Data), By Cloud Type (SaaS, PaaS, IaaS), By Application (Market Research, Price Monitoring, Lead Generation, Sentiment Analysis, Data Integration) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2032. [Dataset]. https://www.wiseguyreports.com/reports/data-scraping-tools-market
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    Dataset updated
    Jul 23, 2024
    Dataset authored and provided by
    wWiseguy Research Consultants Pvt Ltd
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Jan 7, 2024
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2024
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20233.24(USD Billion)
    MARKET SIZE 20243.73(USD Billion)
    MARKET SIZE 203211.46(USD Billion)
    SEGMENTS COVEREDDeployment Mode ,Data Source ,Extraction Type ,Cloud Type ,Application ,Regional
    COUNTRIES COVEREDNorth America, Europe, APAC, South America, MEA
    KEY MARKET DYNAMICS1 AIpowered data extraction 2 Growing demand for structured data 3 Cloudbased data scraping services 4 Realtime web data extraction 5 Increased use of web scraping for business intelligence
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDDexi.io ,Cheerio ,ScrapingBee ,Import.io ,Scrapinghub ,80legs ,Bright Data ,Mozenda ,Phantombuster ,Helium Scraper ,ScraperAPI ,Octoparse ,Apify ,ParseHub ,Diffbot
    MARKET FORECAST PERIOD2024 - 2032
    KEY MARKET OPPORTUNITIESAutomation for efficient data collection Realtime data extraction for enhanced decisionmaking Cloudbased tools for scalability and flexibility AIpowered tools for advanced data analysis Increased demand for web scraping in various industries
    COMPOUND ANNUAL GROWTH RATE (CAGR) 15.06% (2024 - 2032)
  8. o

    Bright Street Cross Street Data in New Haven, CT

    • ownerly.com
    Updated Dec 9, 2021
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    Ownerly (2021). Bright Street Cross Street Data in New Haven, CT [Dataset]. https://www.ownerly.com/ct/new-haven/bright-st-home-details
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    Dataset updated
    Dec 9, 2021
    Dataset authored and provided by
    Ownerly
    Area covered
    Bright Street, New Haven, Connecticut
    Description

    This dataset provides information about the number of properties, residents, and average property values for Bright Street cross streets in New Haven, CT.

  9. o

    South Street Cross Street Data in Sea Bright, NJ

    • ownerly.com
    Updated Jan 14, 2022
    + more versions
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    Ownerly (2022). South Street Cross Street Data in Sea Bright, NJ [Dataset]. https://www.ownerly.com/nj/sea-bright/south-st-home-details
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    Dataset updated
    Jan 14, 2022
    Dataset authored and provided by
    Ownerly
    Area covered
    Sea Bright, New Jersey
    Description

    This dataset provides information about the number of properties, residents, and average property values for South Street cross streets in Sea Bright, NJ.

  10. R

    Rotating Proxy Service Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Apr 23, 2025
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    Data Insights Market (2025). Rotating Proxy Service Report [Dataset]. https://www.datainsightsmarket.com/reports/rotating-proxy-service-1372063
    Explore at:
    doc, ppt, pdfAvailable download formats
    Dataset updated
    Apr 23, 2025
    Dataset authored and provided by
    Data Insights Market
    License

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

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

    The rotating proxy service market is experiencing robust growth, driven by the increasing need for data privacy, anonymity, and efficient web scraping for businesses of all sizes. The market, estimated at $1.5 billion in 2025, is projected to maintain a healthy Compound Annual Growth Rate (CAGR) of 15% throughout the forecast period (2025-2033). This expansion is fueled by several key factors. The rise of e-commerce and the demand for real-time data analysis are pushing organizations, particularly large enterprises and SMEs, to adopt rotating proxies to bypass geographical restrictions, manage multiple IP addresses for enhanced security, and overcome website anti-scraping measures. Furthermore, the growing adoption of data analytics and the increasing sophistication of web scraping techniques are further stimulating demand. The residential proxy segment holds a significant market share due to its high level of anonymity and trust among website owners, while datacenter proxies remain popular for their speed and scalability. North America and Europe currently dominate the market, but the Asia-Pacific region is poised for significant growth, driven by expanding internet penetration and the proliferation of e-commerce platforms. However, market growth is not without challenges. Regulatory scrutiny surrounding data scraping and concerns about potential misuse of proxies present significant restraints. Ensuring compliance with data privacy regulations like GDPR and CCPA is paramount for service providers. Additionally, maintaining the quality and reliability of proxy networks is crucial for long-term market success. Competition among established players and the emergence of new entrants further contribute to the market dynamics. The successful players will be those that can offer reliable, high-quality services that meet the evolving needs of businesses while adhering to ethical and legal standards. The long-term forecast indicates continued market growth, fueled by technological advancements and the enduring need for effective and secure online data access.

  11. Global import data of Bright,raw

    • volza.com
    csv
    Updated Jul 16, 2025
    + more versions
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    Volza FZ LLC (2025). Global import data of Bright,raw [Dataset]. https://www.volza.com/p/bright-or-raw/import/import-in-india/coo-united-kingdom/
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    csvAvailable download formats
    Dataset updated
    Jul 16, 2025
    Dataset provided by
    Authors
    Volza FZ LLC
    License

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

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    22459 Global import shipment records of Bright,raw with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  12. p

    Data from: Bright Beginnings

    • publicschoolreview.com
    json, xml
    + more versions
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    Public School Review, Bright Beginnings [Dataset]. https://www.publicschoolreview.com/bright-beginnings-profile/80601
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    xml, jsonAvailable download formats
    Dataset authored and provided by
    Public School Review
    License

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

    Time period covered
    Jan 1, 2009 - Dec 31, 2023
    Description

    Historical Dataset of Bright Beginnings is provided by PublicSchoolReview and contain statistics on metrics:Total Students Trends Over Years (2009-2023),Total Classroom Teachers Trends Over Years (2011-2023),Student-Teacher Ratio Comparison Over Years (2009-2023),American Indian Student Percentage Comparison Over Years (2010-2014),Asian Student Percentage Comparison Over Years (2009-2023),Hispanic Student Percentage Comparison Over Years (2010-2023),Black Student Percentage Comparison Over Years (2009-2023),White Student Percentage Comparison Over Years (2010-2023),Two or More Races Student Percentage Comparison Over Years (2011-2023),Diversity Score Comparison Over Years (2010-2023),Free Lunch Eligibility Comparison Over Years (2013-2023),Reduced-Price Lunch Eligibility Comparison Over Years (2013-2023)

  13. Global import data of Bright Film

    • volza.com
    csv
    Updated Jul 16, 2025
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    Volza FZ LLC (2025). Global import data of Bright Film [Dataset]. https://www.volza.com/p/bright-film/import/
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    csvAvailable download formats
    Dataset updated
    Jul 16, 2025
    Dataset provided by
    Authors
    Volza FZ LLC
    License

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

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    10090 Global import shipment records of Bright Film with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  14. Global import data of Bright Green

    • volza.com
    csv
    Updated Jul 16, 2025
    + more versions
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    Volza FZ LLC (2025). Global import data of Bright Green [Dataset]. https://www.volza.com/p/bright-green/import/import-in-united-states/coo-china/
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jul 16, 2025
    Dataset provided by
    Authors
    Volza FZ LLC
    License

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

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    306 Global import shipment records of Bright Green with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  15. Global export data of Bright,yellow

    • volza.com
    csv
    Updated Jul 16, 2025
    + more versions
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    Volza FZ LLC (2025). Global export data of Bright,yellow [Dataset]. https://www.volza.com/exports-india/india-export-data-of-bright-yellow-to-south-africa
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jul 16, 2025
    Dataset provided by
    Authors
    Volza FZ LLC
    License

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

    Variables measured
    Count of exporters, Sum of export value, 2014-01-01/2021-09-30, Count of export shipments
    Description

    4611 Global export shipment records of Bright,yellow with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  16. Global import data of Bright Silver

    • volza.com
    csv
    Updated Jun 19, 2025
    + more versions
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    Volza FZ LLC (2025). Global import data of Bright Silver [Dataset]. https://www.volza.com/p/bright-silver/import/import-in-indonesia/
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jun 19, 2025
    Dataset provided by
    Authors
    Volza FZ LLC
    License

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

    Variables measured
    Count of importers, Sum of import value, 2014-01-01/2021-09-30, Count of import shipments
    Description

    1305 Global import shipment records of Bright Silver with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

  17. Data from: BRIGHT: A globally distributed multimodal building damage...

    • zenodo.org
    zip
    Updated Jan 13, 2025
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    Hongruixuan Chen; Hongruixuan Chen; Jian Song; Olivier Dietrich; Olivier Dietrich; Clifford Broni-Bediako; Clifford Broni-Bediako; Weihao Xuan; Weihao Xuan; Junjue Wang; Junjue Wang; Xinlei Shao; Xinlei Shao; Wei Yimin; Junshi Xia; Junshi Xia; Cuiling Lan; Cuiling Lan; Konrad Schindler; Konrad Schindler; Naoto Yokoya; Naoto Yokoya; Jian Song; Wei Yimin (2025). BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response [Dataset]. http://doi.org/10.5281/zenodo.14619798
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    zipAvailable download formats
    Dataset updated
    Jan 13, 2025
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Hongruixuan Chen; Hongruixuan Chen; Jian Song; Olivier Dietrich; Olivier Dietrich; Clifford Broni-Bediako; Clifford Broni-Bediako; Weihao Xuan; Weihao Xuan; Junjue Wang; Junjue Wang; Xinlei Shao; Xinlei Shao; Wei Yimin; Junshi Xia; Junshi Xia; Cuiling Lan; Cuiling Lan; Konrad Schindler; Konrad Schindler; Naoto Yokoya; Naoto Yokoya; Jian Song; Wei Yimin
    License

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

    Time period covered
    Jan 9, 2025
    Description

    Overview

    BRIGHT is the first open-access, globally distributed, event-diverse multimodal dataset specifically curated to support AI-based disaster response. It covers five types of natural disasters and two types of man-made disasters across 12 regions worldwide, with a particular focus on developing countries. About 4,500 paired optical and SAR images containing over 350,000 building instances in BRIGHT, with a spatial resolution between 0.3 and 1 meters, provides detailed representations of individual buildings, making it ideal for precise damage assessment.

    IEEE GRSS Data Fusion Contest 2025

    BRIGHT also serves as the official dataset of IEEE GRSS DFC 2025 Track II.

    Please download dfc25_track2_trainval.zip and unzip it. It contains training images & labels and validation images.

    Benchmark code related to the DFC 2025 can be found at this Github repo.

    The official leaderboard is located on the Codalab-DFC2025-Track II page.

    Paper & Reference

    Details of BRIGHT can be refer to our paper.

    If BRIGHT is useful to research, please kindly consider cite our paper

    @article{chen2025bright,
       title={BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response}, 
       author={Hongruixuan Chen and Jian Song and Olivier Dietrich and Clifford Broni-Bediako and Weihao Xuan and Junjue Wang and Xinlei Shao and Yimin Wei and Junshi Xia and Cuiling Lan and Konrad Schindler and Naoto Yokoya},
       journal={arXiv preprint arXiv:2501.06019},
       year={2025},
       url={https://arxiv.org/abs/2501.06019}, 
    }

    License

    Label data of BRIGHT are provided under the same license as the optical images, which varies with different events.

    With the exception of two events, Hawaii-wildfire-2023 and La Palma-volcano eruption-2021, all optical images are from Maxar Open Data Program, following CC-BY-NC-4.0 license. The optical images related to Hawaii-wildifire-2023 are from High-Resolution Orthoimagery project of NOAA Office for Coastal Management. The optical images related to La Palma-volcano eruption-2021 are from IGN (Spain) following CC-BY 4.0 license.

    The SAR images of BRIGHT is provided by Capella Open Data Gallery and Umbra Space Open Data Program, following CC-BY-4.0 license.

  18. o

    Bright Avenue Cross Street Data in Welches, OR

    • ownerly.com
    Updated Feb 18, 2022
    + more versions
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    Ownerly (2022). Bright Avenue Cross Street Data in Welches, OR [Dataset]. https://www.ownerly.com/or/welches/bright-ave-home-details
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    Dataset updated
    Feb 18, 2022
    Dataset authored and provided by
    Ownerly
    Area covered
    Welches
    Description

    This dataset provides information about the number of properties, residents, and average property values for Bright Avenue cross streets in Welches, OR.

  19. o

    Atlantic Way Cross Street Data in Sea Bright, NJ

    • ownerly.com
    Updated Jan 14, 2022
    + more versions
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    Ownerly (2022). Atlantic Way Cross Street Data in Sea Bright, NJ [Dataset]. https://www.ownerly.com/nj/sea-bright/atlantic-way-home-details
    Explore at:
    Dataset updated
    Jan 14, 2022
    Dataset authored and provided by
    Ownerly
    Area covered
    Sea Bright, New Jersey, Atlantic Way
    Description

    This dataset provides information about the number of properties, residents, and average property values for Atlantic Way cross streets in Sea Bright, NJ.

  20. N

    Sea Bright, NJ Age Group Population Dataset: A complete breakdown of Sea...

    • neilsberg.com
    csv, json
    Updated Sep 16, 2023
    + more versions
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    Neilsberg Research (2023). Sea Bright, NJ Age Group Population Dataset: A complete breakdown of Sea Bright age demographics from 0 to 85 years, distributed across 18 age groups [Dataset]. https://www.neilsberg.com/research/datasets/7134ddaf-3d85-11ee-9abe-0aa64bf2eeb2/
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Sep 16, 2023
    Dataset authored and provided by
    Neilsberg Research
    License

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

    Area covered
    Sea Bright, New Jersey
    Variables measured
    Population Under 5 Years, Population over 85 years, Population Between 5 and 9 years, Population Between 10 and 14 years, Population Between 15 and 19 years, Population Between 20 and 24 years, Population Between 25 and 29 years, Population Between 30 and 34 years, Population Between 35 and 39 years, Population Between 40 and 44 years, and 9 more
    Measurement technique
    The data presented in this dataset is derived from the latest U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates. To measure the two variables, namely (a) population and (b) population as a percentage of the total population, we initially analyzed and categorized the data for each of the age groups. For age groups we divided it into roughly a 5 year bucket for ages between 0 and 85. For over 85, we aggregated data into a single group for all ages. For further information regarding these estimates, please feel free to reach out to us via email at research@neilsberg.com.
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset tabulates the Sea Bright population distribution across 18 age groups. It lists the population in each age group along with the percentage population relative of the total population for Sea Bright. The dataset can be utilized to understand the population distribution of Sea Bright by age. For example, using this dataset, we can identify the largest age group in Sea Bright.

    Key observations

    The largest age group in Sea Bright, NJ was for the group of age 55-59 years with a population of 194 (12.66%), according to the 2021 American Community Survey. At the same time, the smallest age group in Sea Bright, NJ was the 10-14 years with a population of 6 (0.39%). Source: U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

    Content

    When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

    Age groups:

    • Under 5 years
    • 5 to 9 years
    • 10 to 14 years
    • 15 to 19 years
    • 20 to 24 years
    • 25 to 29 years
    • 30 to 34 years
    • 35 to 39 years
    • 40 to 44 years
    • 45 to 49 years
    • 50 to 54 years
    • 55 to 59 years
    • 60 to 64 years
    • 65 to 69 years
    • 70 to 74 years
    • 75 to 79 years
    • 80 to 84 years
    • 85 years and over

    Variables / Data Columns

    • Age Group: This column displays the age group in consideration
    • Population: The population for the specific age group in the Sea Bright is shown in this column.
    • % of Total Population: This column displays the population of each age group as a proportion of Sea Bright total population. Please note that the sum of all percentages may not equal one due to rounding of values.

    Good to know

    Margin of Error

    Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

    Custom data

    If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

    Inspiration

    Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

    Recommended for further research

    This dataset is a part of the main dataset for Sea Bright Population by Age. You can refer the same here

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Data Insights Market (2025). Proxy Software Report [Dataset]. https://www.datainsightsmarket.com/reports/proxy-software-1937586

Proxy Software Report

Explore at:
ppt, pdf, docAvailable download formats
Dataset updated
Jul 15, 2025
Dataset authored and provided by
Data Insights Market
License

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

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

The global proxy software market is experiencing robust growth, driven by the increasing demand for data scraping, web automation, and enhanced online privacy. The market, estimated at $2 billion in 2025, is projected to expand at a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $6 billion by 2033. This expansion is fueled by several key factors. The rise of e-commerce and the need for real-time data analysis are driving the adoption of proxy services for price comparison, market research, and competitive intelligence. Furthermore, the growing concerns surrounding online security and privacy are boosting the demand for secure and anonymous browsing solutions. The increasing sophistication of bot detection technologies is also prompting businesses to adopt more advanced proxy solutions to circumvent these measures and maintain access to online resources. Market segmentation reveals a strong preference for residential proxies due to their high level of anonymity and avoidance of IP blocking. However, data center proxies remain a significant portion of the market, particularly in applications requiring high speed and scalability. Competitive pressures among numerous providers, including Bright Data, Oxylabs, and Zyte, are driving innovation and price optimization. Despite this positive outlook, several challenges remain. The regulatory landscape surrounding data scraping and web scraping is becoming increasingly complex, posing a potential constraint on market growth. Moreover, the cost associated with maintaining and updating proxy infrastructure represents a significant barrier for some businesses. The market also faces the ongoing threat of proxy detection and mitigation techniques employed by websites, prompting continuous development and adaptation within the proxy software industry. Regions such as North America and Europe currently hold the largest market shares, owing to high technology adoption and strong demand across various sectors. However, growth opportunities are significant in developing economies, particularly in Asia-Pacific, as these regions experience increased internet penetration and digital transformation.

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