NetMiner

By NetMiner

Analyze and visualize social networks and text data without coding, with AI-assisted interpretation.

Network AnalysisText MiningData VisualizationGraph Machine Learning
Overview

What is NetMiner?

NetMiner is network and text analysis software from Cyram that lets users analyze and visualize complex network data without coding. It handles one-mode, two-mode, and multiplex networks alongside tabular and text data, with centrality, community detection, topic modeling, machine learning, and graph neural networks. An AI Assistant powered by GPT and Gemini helps interpret results. Academic researchers, social scientists, data analysts, and corporate research teams use it for network studies.

Best for
Academic ResearchersSocial ScientistsData AnalystsGraduate StudentsResearch Teams
Product snapshot
Category
Data Analytics
Best for
Social network analysis
Deployment
On-premise
Free trial
Yes
Integrations
UCINET, Pajek, Excel, YouTube API
AI features
Yes
Key features

Key features of NetMiner

Social network analysis

Measures centrality, communities, blockmodels, and similarity across network data.

Network visualization

Draws networks with multiple layouts driven by analysis results.

Text network analysis

Extracts keywords and builds word co-occurrence networks from unstructured text.

Topic modeling

Finds themes in text collections using LDA and BERTopic methods.

Graph machine learning

Trains GraphSAGE, GCN, and GAT models alongside standard machine learning.

AI assistant

Uses GPT and Gemini to interpret results and suggest next steps.

Reviews

NetMiner reviews

Overall

Nobody has reviewed

What users like

  • No-code network analysis workflow
  • Combines network and text mining
  • AI assistant explains results
  • Wide network file format support

What users dislike

  • Annual per-user license cost
  • Text and ML need Premium plan
  • Learning curve for network methods
  • Desktop install on Windows or Mac

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Alternatives

Top NetMiner alternatives

  • Gephi

    Best for

    Free network visualization

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    Open-source graph exploration with many layouts

  • UCINET

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    Classic SNA research

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    Long-standing social network analysis toolkit

  • Neo4j

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    Graph database analytics

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    Graph storage with data science algorithms

  • KNIME

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    Visual analytics workflows

    Why choose it

    Free workflow tool with network extensions

Integrations

NetMiner integrations

NetMiner focuses on importing data from research tools and files rather than connecting to business apps. It reads network formats from UCINET (.DL, .DAT), Pajek (.NET, .VEC, .CLU, .PER), StOCNET, and Graph Modelling Language, along with its own NMF project files. Tabular and unstructured text data can be loaded from TXT, CSV, XLS, and XLSX files. A data collection feature pulls records through open APIs from YouTube, OpenAlex, Springer, and KCI, which suits bibliometric and social media studies. The AI Assistant connects to OpenAI GPT and Google Gemini to explain results, and an API and extensions are available for added functionality.

FAQ

Frequently asked questions about NetMiner