NetMiner 5
When Graph meets AI, Smarter and deeper insights
begin with NetMiner 5.
Power Up Data Science with Graph and AI
NetMiner 5 is a graph intelligence platform that identifies connection structures through graph analysis
and uncovers hidden patterns and meanings in data using machine learning and text mining—enabling more original and precise insights.
With a no-code, intuitive analysis environment and an AI assistant that explains results in context,
even non-experts can easily perform advanced analyses and understand the outcomes with ease.
Main Features
All your data. One powerful platform.
NetMiner 5 brings together graph analytics, machine learning, text analysis, and intuitive visual exploration
on a flexible model built for both structured and unstructured data.
AI Assistant
Your Personal Analytics Tutor
Let AI handle the complexity of algorithms — so you can focus on what matters most.
By connecting input data, analysis methods, and results, AI delivers insights anyone can understand.
Support for Graph, Structured, and Unstructured Data
NetMiner 5 supports graph data as well as structured and unstructured tabular formats.
It enables easy import of diverse type, including raw data and text for machine learning.
Network(Node sets, Link sets) and tabular data are managed in a unified workspace.
Multiple graph layers are visualized as a tree structure for intuitive exploration.
Data Preprocessing
With Data Query, you can extract data by condition and create links based on node attributes.
NetMiner 5 also provides advanced preprocessing tools such as direction control, weight handling, and link filtering,
making it easy to refine graph data for analysis.
Text Mining
NetMiner 5 provides functions for cleaning and analyzing text data.
Natural Language Processing(NLP)
Using pre-trained deep-learning models, it extracts tokens from
unstructured text and builds document–keyword graphs for structural analysis
of text content.
Text Analysis
You can visually explore key terms and their relationships.
Various topic modeling (LDA, BERTopic, etc.) can classify documents.
Sentiment analysis reveals the emotions and attitudes expressed in text.
Graph Analytics / Social Network Analysis
NetMiner 5 offers a wide range of core graph analysis techniques, including centrality, subgraph and community detection, and similarity measures.
These features allow users to intuitively and efficiently identify key nodes and links, detect structural patterns and communities, and evaluate relational similarities within the network.
Machine Learning(M/L)
Predict from your data with just a few clicks—no complex coding required.
NetMiner 5 provides an intuitive environment for training models based on data relationships and patterns,
and supports widely used machine learning algorithms such as Naïve Bayes, SVM, Decision Tree (CART), AdaBoost, and k-Means for prediction and classification.
Explainable AI (XAI), helps interpret prediction results.
Graph Machine Learning(GML)
Enhance prediction accuracy with graph-based learning.
What is Graph Machine Learning?
Graph machine learning leverages the structure of networks for improved
prediction. In particular, Graph Neural Networks (GNNs) use deep learning
architectures to learn from neighboring nodes, enabling more accurate
and effective learning from graph data.
Algorithms and pipelines for graph machine learning
NetMiner 5 supports GNN algorithms and provides pipelines for applying graph
features to traditional machine learning. By combining node attributes with
neighborhood information, it helps solve complex problems that were previously
difficult to address.
Data Visualization
Graph visualization allows you to intuitively understand complex network structures.
Nodes and links can be styled—by color, size, and shape—based on their attributes, making it easy to convey rich information at a glance.
In addition, built-in chart features help you explore key indicators such as data distribution and attribute status, supporting deeper analysis.
Online data collection (Extension)
Need data? Easily collect online data by simply entering keywords.
NetMiner 5 directly collects social media (YouTube) and academic paper data. It also automatically preprocesses unstructured text into structured data using Natural Language Processing (NLP), eliminating tedious tasks. Instantly apply NetMiner's powerful analysis methods!
Recommended Resources
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