# Data Mining

GraphReasoning is a project that utilizes generative AI techniques to transform 1,000 scientific papers into knowledge graphs. Through structured analysis, it computes node degrees, identifies communities and connectivity, evaluates clustering coefficients and betweenness centrality of key nodes, revealing a fascinating knowledge architecture. The graph exhibits scale-free properties and a high degree of interconnectivity, facilitating graph reasoning that leverages transitivity and isomorphism to uncover unprecedented interdisciplinary relationships for answering questions, identifying knowledge gaps, proposing innovative material designs, and predicting material behaviors.

AgentRE is an agent-based framework specifically designed for relationship extraction in complex information environments. By simulating the behavior of intelligent agents, it efficiently processes and analyzes large-scale datasets, identifying and extracting relationships between entities. This technology is significant in the fields of natural language processing and information retrieval, especially in scenarios requiring the handling of extensive unstructured data. Key advantages of AgentRE include its high scalability, flexibility, and capacity to manage complex data structures. The framework is open-source, allowing researchers and developers to freely use and modify it to suit various application needs.

Hacker Search is a Q&A tool powered by historical Hacker News data. It is particularly useful for understanding the sentiment of HN readers towards a specific topic or finding expert opinions on topics of interest to HN readers.

Prefixbox is a comprehensive AI-powered search, recommendation, and insights solution designed to optimize your online enterprise store. By leveraging technologies like vector search, personalized recommendations, and data mining, Prefixbox delivers personalized search results, relevant recommendations, and valuable insights, ultimately driving increased conversions, average order value, and overall performance.

Finpilot is an AI assistant specifically designed for financial analysts, designed to accelerate the data collection and analysis, drafting of reports, and data visualization processes, significantly improving work efficiency. It automates the collection and analysis of public financial data, saving substantial manual labor time. It also provides verifiable information sources, ensuring research quality. Users can obtain immediate answers and reliable insights through direct conversation with Finpilot, thus simplifying the workflow of financial analysis.

CompilerX-GPT is an AI-powered email assistant that helps your campaigns by generating content and providing potential customers' email and phone numbers. Try it for free.

RapidMiner is an end-to-end data science platform. It provides powerful support for data preparation, model building, and deployment management, significantly boosting team data science efficiency. The platform is user-friendly while ensuring scalability, manageability, and security.

Clay is an ultralight prospect discovery tool that aggregates over 50 data sources, including access permissions, allowing you to instantly build highly targeted prospect lists from scratch. Clay can help you easily find potential customers and provides detailed information such as contact details, job titles, and company information. It also offers a range of powerful features, including AI-generated emails, AI-generated blog articles, and AI-generated images. Whether you are a salesperson, a marketing professional, or an entrepreneur, Clay can help you quickly and accurately find potential customers and boost your performance.

Infranodus is an AI and text network analysis tool that helps users extract insights and uncover blind spots from any text. It can analyze text, perform topic modeling, data analysis, and structural gap detection.