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NetMiner

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NetMiner
Developer(s)Cyram Inc.
Initial releaseDecember 21, 2001 (2001-12-21)
Stable release
4 / July 27, 2011; 13 years ago (2011-07-27)
Written inJava
Operating systemWindows
Available inEnglish
TypeSocial Network Analysis / Visualization
Websitewww.netminer.com

What is NetMiner?

NetMiner is a software tool for exploratory analysis and visualization of large network data. NetMiner 4 embed internal Python-based script engine which equipped with the automatic Script Generator for unskilled users. Then the users can operate NetMiner 4 with existing GUI or programmable script language.

Key Features

Expressive Network Data Model

NetMiner has data structure that can express various types of nodes, links, node attributes and link attributes. In this flexible data structure, almost any social events and research topics can be modelled for network analysis.

Large Scale Network Data Processing

With proper license, computing power, and some algorithmic limitation, NetMiner can handle over 1,000,000 nodes and 10,000,000 links.

Comprehensive Network Measures and Methods

In NetMiner, about 140 analysis modules are mounted. There are 26 modules for data transformation, 66 modules for network analysis, 19 modules for statistical analysis, and 37 modules for network visualization and chart.

Standardized Option and Output Process

All of the analysis sessions in NetMiner are composed of five common analysis components that support standardized analysis process: input, pre-process, main-process, post-process, and output.

Intuitive User Interface

NetMiner is driven by GUI and provides intuitive workflow management interface for complicated analysis.

NetMiner Script Environment

NetMiner provides a python-based script environment. This can access most functions of NetMiner including data management, network analysis, and visualization. Users can create his or her own custom plugins by NetMiner script.

Mix and Match of Numerical and Graphical Output

Exploratory analysis based on the results is available on the graphical output panel. With this visual exploration, intuitive and dynamic interpretation of network analysis results is available.

Integrated Environment for Statistical Analysis

NetMiner provides built-in methods for statistical analysis and visualization.

Screenshots

  • screenshot pictures will be attached here.

File Formats

NetMiner data file format

  • .NMF

Importable/Exportable formats

  • Plain text data: .TXT, .CSV
  • MS-Excel data: .XLS, .XLSX
  • NetMiner 2 data: .NTF
  • UCINet data: .DL, .DAT
  • Pajek data: .NET, .VEC, .CLU, .PER
  • StOCNET data file: .DAT
  • Graph Modelling Language data: .GML(importing only)

Data Structure

  • 데이터 구조에 대한 설명

Analytical Metrics

  • Transform
  • Analysis
  • Statistics
  • Visualize
  • Chart

Embedded Tools

  • Matrix Calculator
  • NetMiner Script Workbench


Visualization Layout Algorithms

  • Spring
  • Clustered

Release History

The first version of NetMiner was released on Dec 21, 2001. And there have been four major updates from 2001 to 2012.

2001.12.21:Ver 1.0.0 Released

  • Network analysis modules and network visualization modules were integrated to one package
  • User interface for data analysis and management was added
  • Generic data structure for multi-layer network was introduced

2003.4.9: Ver 2.0.0 Released

  • Modules for importing external data were introduced
  • Some measures and methods for network analyses and statistical analyses are added and improved
  • Some algorithms for visualization processes are added and improved

2007.5.15: Ver 3.0.0 Released

  • Data structure was improved for huge network analysis
  • Analysis and visualization modules are integrated to support standardized analysis processes
  • Data import modules to access external DB such as Oracle and MS SQL were introduced
  • Environments for visualization and analysis were integrated to one

2011.5.10:Ver 4.0.0 Released

  • Python-based NetMiner Script was introduced
  • Encryption module for nmf format was added
  • Current(2012.6.25) version: 4.0.1.f.111222

About Cyram

  • 회사소개