NetMiner

NetMiner is a comprehensive tool designed for the exploratory and confirmatory analysis and visualization of complex network data. It allows users to interactively explore networks with up to 5,000 nodes, uncovering hidden patterns and structures. The app supports a wide range of network measures and models, providing pre-designed statistical procedures and charts to facilitate in-depth analysis.

Key features of NetMiner include its ability to save diagrams in common formats such as images and SVG, which can be easily integrated into web pages. Users can customize graphs with various layouts, hyperlinks, colors, fonts, line styles, and custom shapes. Additionally, NetMiner offers extensions like the SNS Data Collector, which gathers data from social media platforms for public opinion analysis, and the Biblio Data Collector, which simplifies complex tasks.

NetMiner's data structure is organized around datasets that contain multiple data items, including main node sets, subnode sets, one-mode networks, and two-mode networks. All analysis and visualization are conducted through these datasets, which are managed as projects and saved with a specific file extension. This structured approach makes it easier for users to manage and analyze complex network data effectively.