Unlock the full potential of LinkedIn data with our extensive dataset that combines profiles, company information, and job listings into one powerful resource for business decision-making, strategic hiring, competitive analysis, and market trend insights. This all-encompassing dataset is ideal for professionals, recruiters, analysts, and marketers aiming to enhance their strategies and operations across various business functions. Dataset Features

Profiles: Dive into detailed public profiles featuring names, titles, positions, experience, education, skills, and more. Utilize this data for talent sourcing, lead generation, and investment signaling, with a refresh rate ensuring up to 30 million records per month. Companies: Access comprehensive company data including ID, country, industry, size, number of followers, website details, subsidiaries, and posts. Tailored subsets by industry or region provide invaluable insights for CRM enrichment, competitive intelligence, and understanding the startup ecosystem, updated monthly with up to 40 million records. Job Listings: Explore current job opportunities detailed with job titles, company names, locations, and employment specifics such as seniority levels and employment functions. This dataset includes direct application links and real-time application numbers, serving as a crucial tool for job seekers and analysts looking to understand industry trends and the job market dynamics.

Customizable Subsets for Specific Needs Our LinkedIn dataset offers the flexibility to tailor the dataset according to your specific business requirements. Whether you need comprehensive insights across all data points or are focused on specific segments like job listings, company profiles, or individual professional details, we can customize the dataset to match your needs. This modular approach ensures that you get only the data that is most relevant to your objectives, maximizing efficiency and relevance in your strategic applications. Popular Use Cases

Strategic Hiring and Recruiting: Track talent movement, identify growth opportunities, and enhance your recruiting efforts with targeted data. Market Analysis and Competitive Intelligence: Gain a competitive edge by analyzing company growth, industry trends, and strategic opportunities. Lead Generation and CRM Enrichment: Enrich your database with up-to-date company and professional data for targeted marketing and sales strategies. Job Market Insights and Trends: Leverage detailed job listings for a nuanced understanding of employment trends and opportunities, facilitating effective job matching and market analysis. AI-Driven Predictive Analytics: Utilize AI algorithms to analyze large datasets for predicting industry shifts, optimizing business operations, and enhancing decision-making processes based on actionable data insights.

Whether you are mapping out competitive landscapes, sourcing new talent, or analyzing job market trends, our LinkedIn dataset provides the tools you need to succeed. Customize your access to fit specific needs, ensuring that you have the most relevant and timely data at your fingertips.

Gain extensive insights with our Amazon datasets, encompassing detailed product information including pricing, reviews, ratings, brand names, product categories, sellers, ASINs, images, and much more. Ideal for market researchers, data analysts, and eCommerce professionals looking to excel in the competitive online marketplace. Over 425M records available Price starts at $250/100K records Data formats are available in JSON, NDJSON, CSV, XLSX and Parquet. 100% ethical and compliant data collection Included datapoints:

Title Asin Main Image Brand Name Description Availability Subcategory Categories Parent Asin Type Product Type Name Model Number Manufacturer Color Size Date First Available Released Model Year Item Model Number Part Number Price Total Reviews Total Ratings Average Rating Features Best Sellers Rank Subcategory Buybox Buybox Seller Id Buybox Is Amazon Images Product URL And more

Dataset Card for "BrightData/Wikipedia-Articles"

  Dataset Summary

Explore a collection of millions of Wikipedia articles with the Wikipedia dataset, comprising over 1.23M structured records and 10 data fields updated and refreshed regularly. Each entry includes all major data points such as timestamp, URLs, article titles, raw and cataloged text, images, "see also" references, external links, and a structured table of contents. For a complete list of data points, please… See the full description on the dataset page: https://huggingface.co/datasets/BrightData/Wikipedia-Articles.

Use our YouTube profiles dataset to extract both business and non-business information from public channels and filter by channel name, views, creation date, or subscribers. Datapoints include URL, handle, banner image, profile image, name, subscribers, description, video count, create date, views, details, and more. You may purchase the entire dataset or a customized subset, depending on your needs. Popular use cases for this dataset include sentiment analysis, brand monitoring, influencer marketing, and more.

Dataset Card for "BrightData/Goodreads-Books"

  Dataset Summary

Explore a collection of millions of books with the Goodreads dataset, comprising over 6.3M structured records and 14 data fields updated and refreshed regularly. Each entry includes all major data points such as URLs, book IDs, titles, authors, ratings, number of ratings, reviews, summaries, genres, publication dates, author details and prices. For a complete list of data points, please refer to the full "Data… See the full description on the dataset page: https://huggingface.co/datasets/BrightData/Goodreads-Books.

Access our extensive Reddit datasets that provide detailed information on posts, communities (subreddits), and user engagement. Gain insights into post performance, user comments, community statistics, and content trends with our ethically sourced data. Free samples are available for evaluation. 3M+ records available Price starts at $250/100K records Data formats are available in JSON, NDJSON, CSV, XLSX and Parquet. 100% ethical and compliant data collection Included datapoints:

Post ID, Title & URL Post Description & Date Username of Poster Upvotes & Comment Count Community Name, URL & Description Community Member Count Attached Photos & Videos Full Post Comments Related Posts Post Karma Post Tags And more

Booking Listings – Free Cancellation 🏨✈️

Booking Listings is a structured snapshot of accommodation offers worldwide as listed on Booking.com. This subset contains only properties that offer free cancellation, enabling analysts and data scientists to study flexible‑booking behaviour, derive pricing strategies, and build recommendation or revenue‑management systems.

Highlights

75 k hotels & apartments across 84 countries Rich pricing & availability metadata (final vs. original… See the full description on the dataset page: https://huggingface.co/datasets/BrightData/Booking.com-Listings.

Dataset Card for "BrightData/IMDb-Media"

  Dataset Summary

Explore feature films, TV series, episodes, mini-series, documentaries, and more with this IMDb dataset, comprising over 249K structured records and 32 data fields updated and refreshed regularly. Each entry includes all major data points such as timestamp, title, URLs, release date, IMDb rating, reviews, awards, origin, category/genre, budget, cast, director, images, videos and more. For a complete list of data… See the full description on the dataset page: https://huggingface.co/datasets/BrightData/IMDb-Media.

The data scraping software market is experiencing robust growth, driven by the increasing demand for real-time data insights across various sectors. 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 growth is fueled by several key factors. Firstly, businesses are increasingly reliant on data-driven decision-making, necessitating efficient and scalable methods for data acquisition. Secondly, the proliferation of unstructured data online presents a significant opportunity for data scraping software to extract valuable insights. Finally, advancements in artificial intelligence (AI) and machine learning (ML) are enhancing the capabilities of data scraping tools, enabling more sophisticated data extraction and analysis. The market is segmented by software type (cloud-based, on-premise), application (web scraping, social media scraping, e-commerce scraping), and industry (marketing & advertising, finance, research & development). Competition in the market is intense, with a diverse range of players offering varying levels of functionality and pricing. Established companies like BrightData and Zyte compete with smaller, more specialized providers such as ParseHub and ScrapingBee. The competitive landscape is characterized by continuous innovation, with companies focusing on enhancing their offerings with AI/ML capabilities, improved data accuracy, and compliance with evolving data privacy regulations. Future growth will be shaped by factors such as increasing data volume, evolving privacy regulations (like GDPR and CCPA), the demand for ethical data scraping practices, and the rising adoption of no-code/low-code platforms for data extraction. These factors are expected to drive both market expansion and a greater focus on responsible data scraping techniques.

Pinterest dataset contains 109M records and 13 different attributes. Use our Pinterest profiles dataset (public data) to extract business and non-business insights from complete public profiles and filter by followers, boards amount, or locations. Tailor your dataset to suit your specific requirements, whether you need the complete dataset or a customized subset.

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.

Use our G2 dataset to collect product descriptions, ratings, reviews, and pricing information from the world's largest tech marketplace. You may purchase a full or partial dataset depending on your business needs. The G2 Software Products Dataset, with a focus on top-rated products, serves as a valuable resource for software buyers, businesses, and technology enthusiasts. This use case highlights products that have received exceptional ratings and positive reviews on the G2 platform, offering insights into customer satisfaction and popularity. For software buyers, this dataset acts as a trusted guide, presenting a curated selection of G2's top-rated software products, ensuring a higher likelihood of satisfaction with purchases. Businesses and technology professionals can leverage this dataset to identify popular and well-reviewed software solutions, optimizing their decision-making process. This use case emphasizes the dataset's utility for those specifically interested in exploring and acquiring top-rated software products from G2's Product Overview The G2 software products and reviews dataset offer a detailed and thorough overview of leading software companies. The dataset includes all major data points: Product descriptions Average rating (1-5) Sellers number of reviews Key features (highest and lowest rated) Competitors Website & social media links and more.

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.

The residential proxies service market is experiencing robust growth, driven by the increasing demand for data scraping, web automation, and enhanced online privacy. The market, estimated at $1.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $5 billion by 2033. This expansion is fueled by several key factors. Firstly, the rise of e-commerce and competitive intelligence necessitates efficient data collection methods, making residential proxies an indispensable tool for businesses of all sizes. Secondly, stringent anti-scraping measures implemented by websites are pushing businesses towards more sophisticated solutions like residential proxies to bypass these restrictions. Thirdly, the growing awareness of online privacy and the need to protect user identities is further driving adoption, particularly among SMEs and large enterprises. The market is segmented by application (SMEs and large enterprises) and type (cloud-based and on-premises), with cloud-based solutions gaining significant traction due to their scalability and cost-effectiveness. Geographic growth is expected to be strong across North America and Europe, with emerging markets in Asia-Pacific showing considerable potential for future expansion. Competitive intensity is high, with numerous providers vying for market share, including both established players like Bright Data and emerging competitors. This dynamic landscape necessitates continuous innovation and a strong focus on providing high-quality, reliable, and ethically sourced residential proxies. The competitive landscape is characterized by a blend of large established players and smaller, more specialized providers. Market leaders are focusing on expanding their service offerings, incorporating advanced features like rotating proxies and enhanced anonymity features. This focus on innovation is vital given the ever-evolving nature of web security protocols. The market is also subject to certain restraints, including concerns about ethical usage and potential legal ramifications associated with data scraping. Regulatory scrutiny in various regions is expected to increase, impacting market growth trajectories. However, the overall outlook remains positive, driven by the sustained demand for efficient data acquisition and the increasing need for secure online activities. The ongoing evolution of anti-scraping technologies will, however, continue to drive innovation within the residential proxy service industry.

Gain valuable insights with our comprehensive Social Media Dataset, designed to help businesses, marketers, and analysts track trends, monitor engagement, and optimize strategies. This dataset provides structured and reliable social media data from multiple platforms.

Dataset Features

User Profiles: Access public social media profiles, including usernames, bios, follower counts, engagement metrics, and more. Ideal for audience analysis, influencer marketing, and competitive research. Posts & Content: Extract posts, captions, hashtags, media (images/videos), timestamps, and engagement metrics such as likes, shares, and comments. Useful for trend analysis, sentiment tracking, and content strategy optimization. Comments & Interactions: Analyze user interactions, including replies, mentions, and discussions. This data helps brands understand audience sentiment and engagement patterns. Hashtag & Trend Tracking: Monitor trending hashtags, topics, and viral content across platforms to stay ahead of industry trends and consumer interests.

Customizable Subsets for Specific Needs Our Social Media Dataset is fully customizable, allowing you to filter data based on platform, region, keywords, engagement levels, or specific user profiles. Whether you need a broad dataset for market research or a focused subset for brand monitoring, we tailor the dataset to your needs.

Popular Use Cases

Brand Monitoring & Reputation Management: Track brand mentions, customer feedback, and sentiment analysis to manage online reputation effectively. Influencer Marketing & Audience Analysis: Identify key influencers, analyze engagement metrics, and optimize influencer partnerships. Competitive Intelligence: Monitor competitor activity, content performance, and audience engagement to refine marketing strategies. Market Research & Consumer Insights: Analyze social media trends, customer preferences, and emerging topics to inform business decisions. AI & Predictive Analytics: Leverage structured social media data for AI-driven trend forecasting, sentiment analysis, and automated content recommendations.

Whether you're tracking brand sentiment, analyzing audience engagement, or monitoring industry trends, our Social Media Dataset provides the structured data you need. Get started today and customize your dataset to fit your business objectives.

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.

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.

The global proxy server market is experiencing robust growth, driven by increasing demand for secure and anonymous online access across various sectors. The market's expansion is fueled by the rising adoption of cloud computing, the escalating need for data privacy and security, e-commerce activities, and web scraping for market research and competitive intelligence. Businesses, particularly large enterprises and SMEs, are leveraging proxy servers to bypass geographical restrictions, enhance data security, and improve website performance. The web-based segment holds a significant market share due to its ease of accessibility and deployment, although client-based solutions continue to cater to specific needs for enhanced control and security. North America and Europe currently dominate the market, but the Asia-Pacific region is projected to witness substantial growth in the coming years fueled by increasing internet penetration and digitalization initiatives across countries like India and China. While the market faces restraints such as concerns regarding data breaches and regulatory compliance, ongoing technological advancements and increasing sophistication of proxy server solutions are expected to mitigate these challenges. We estimate the market size to be approximately $8 billion in 2025, based on industry reports and observed growth trends. This figure is expected to witness a compounded annual growth rate (CAGR) of approximately 15% between 2025 and 2033, leading to significant market expansion over the forecast period. The competitive landscape is characterized by a mix of established players and emerging companies. Bright Data, SOAX, and Smartproxy are some of the key players offering a wide array of proxy server solutions. These companies are constantly innovating to meet the evolving needs of their clients, focusing on improvements in speed, reliability, anonymity, and advanced features such as dedicated IPs and rotating proxies. The market is also witnessing increased competition from smaller niche players offering specialized services. The success of companies in this market will hinge on their ability to provide high-quality, secure, and reliable proxy services, coupled with strong customer support and innovative solutions that address the evolving needs of various industries. Further expansion is expected through strategic partnerships, mergers and acquisitions, and the development of cutting-edge technologies to enhance the functionality and security of proxy servers.

The global proxy server service market is experiencing robust growth, driven by increasing demand for data privacy, enhanced security, web scraping, and access to geo-restricted content. The market size in 2025 is estimated at $2.5 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This significant growth is fueled by the expanding adoption of cloud-based services, the rise of e-commerce and social media monitoring, and the increasing need for anonymity and security online. Key market drivers include the growing need for data security in various industries, the surge in online businesses leveraging web scraping for market research and competitor analysis, and the expanding use of proxy servers for accessing geographically restricted content for streaming, gaming and other applications. Several trends are shaping the market landscape. The increasing sophistication of proxy server technologies, including the emergence of residential proxies and the development of advanced anonymity features, are boosting market adoption. Furthermore, the rise of mobile-first strategies and the increasing use of AI-driven solutions for web scraping are creating new opportunities. However, market restraints such as regulatory concerns surrounding data privacy and the increasing sophistication of anti-proxy measures used by websites are potentially limiting market expansion. The market is segmented by proxy type (residential, datacenter, mobile), application (web scraping, data security, testing, marketing, etc.), and region. Major players like Bright Data, Oxylabs, and Zyte are competing fiercely, investing heavily in research and development to maintain their market share and expand their service offerings. The forecast period of 2025-2033 anticipates substantial growth, with the market size potentially exceeding $7 billion by 2033.

The rotating proxy solution market, valued at $331 million in 2025, is projected to experience robust growth, driven by the increasing demand for secure and anonymous online activities across various sectors. The Compound Annual Growth Rate (CAGR) of 5.1% from 2025 to 2033 indicates a steady expansion, fueled by several key factors. The rise of web scraping, data collection, and brand protection initiatives across large enterprises and SMEs are significantly boosting market demand. Moreover, the increasing prevalence of stringent data privacy regulations and the need to circumvent geographical restrictions are further accelerating the adoption of rotating proxies. Residential proxies, offering higher anonymity and trustworthiness, are gaining traction compared to datacenter proxies, although both segments contribute significantly to the overall market value. Geographically, North America and Europe currently dominate the market, owing to higher technological adoption and a substantial presence of key players. However, the Asia-Pacific region is expected to witness significant growth in the coming years due to increasing internet penetration and digitalization across various industries. Competition is fierce, with established players like Bright Data and Smartproxy competing with numerous emerging providers, leading to innovations in proxy technology and pricing strategies. The market's future growth will hinge on several factors. Technological advancements, such as the development of more sophisticated proxy rotation mechanisms and enhanced security features, will be crucial for attracting new customers and retaining existing ones. The ongoing evolution of anti-scraping techniques by websites will necessitate continuous innovation in proxy solutions to maintain their effectiveness. Furthermore, addressing concerns around ethical considerations and potential misuse of rotating proxies will be vital for sustainable market growth. Ultimately, the rotating proxy solution market presents a dynamic landscape with opportunities for both established players and new entrants, provided they can navigate the challenges of technological evolution, ethical considerations, and robust competition.