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AllegroGraph VS Gephi

Compare AllegroGraph VS Gephi and see what are their differences

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  3. » Reviews
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AllegroGraph logo AllegroGraph

AllegroGraph is a high-performance, persistent graph database.

Gephi logo Gephi

Gephi is an open-source software for visualizing and analyzing large networks graphs.
  • AllegroGraph Landing page
    Landing page //
    2018-11-12
  • Gephi Landing page
    Landing page //
    2022-01-18

AllegroGraph features and specs

  • Scalability
    AllegroGraph is designed to handle large-scale graphs, making it suitable for big data applications and enterprises needing to process extensive interconnected data.
  • Standards Compliance
    The database supports RDF, SPARQL, and other W3C standards, ensuring compatibility and interoperability with other semantic web technologies.
  • Performance
    Optimized for high performance, AllegroGraph provides efficient querying and data processing capabilities, even with complex and large datasets.
  • Geospatial and Temporal Reasoning
    It offers advanced features for geospatial and temporal reasoning, enabling complex analytics involving geographic data and time-based patterns.
  • Advanced Analytics
    It supports various advanced analytics functionalities, including machine learning integration for AI-driven insights and pattern recognition.

Possible disadvantages of AllegroGraph

  • Cost
    AllegroGraph is a commercial product, and licensing costs can be significant, potentially limiting accessibility for smaller organizations and projects with constrained budgets.
  • Complexity
    The advanced features and flexibility come with complexity, which may require a steep learning curve for new users or developers unfamiliar with semantic graph databases.
  • Resource Intensive
    Running AllegroGraph efficiently may require significant computational resources, such as memory and processing power, which can increase infrastructure costs.
  • Limited Adoption
    Although powerful, AllegroGraph's adoption may be lower than some mainstream graph databases, potentially leading to limited community support and third-party integrations.
  • Proprietary Technology
    Being a proprietary solution, AllegroGraph may lack the flexibility or customizability some open-source alternatives offer, potentially leading to vendor lock-in concerns.

Gephi features and specs

  • User-friendly Interface
    Gephi offers an intuitive and visually appealing interface that is relatively easy to navigate, even for beginners.
  • Interactive Visualization
    Users can manipulate the visualization of networks in real-time, offering a hands-on approach to data analysis.
  • Extensive Plugins
    Gephi supports a wide range of plugins that can extend its functionality, enabling users to customize their analysis and visualization needs.
  • High Performance
    Designed to handle large graphs efficiently, Gephi can process, visualize, and manage extensive datasets without significant performance issues.
  • Open Source
    Being open-source software, Gephi is freely available for anyone to use and modify, providing transparency and community-driven support.

Possible disadvantages of Gephi

  • Steep Learning Curve
    Despite its user-friendly interface, mastering Gephi's full functionality and features requires time and effort.
  • Limited Support for Dynamic Graphs
    Gephi's capabilities for handling dynamic, time-evolving networks are somewhat limited compared to static network analysis.
  • Resource Intensive
    Running complex analyses or visualizations can demand significant computational resources, which might be taxing on less powerful systems.
  • Occasional Stability Issues
    Users have reported instances where Gephi can crash or become unstable, particularly with very large datasets.
  • Inadequate Documentation
    While there are community resources available, official documentation for some advanced features and plugins can be lacking, making it difficult for users to fully leverage the tool.

Analysis of Gephi

Overall verdict

  • Yes, Gephi is considered a good tool for network visualization and analysis. Its comprehensive feature set combined with its ease of use makes it a popular choice among researchers, analysts, and data scientists.

Why this product is good

  • Gephi is highly regarded for its powerful visualization and exploration capabilities of large graphs and networks. It provides an interactive platform that is both user-friendly and robust, allowing users to visualize real-time data and apply complex graph analysis algorithms. Additionally, Gephi supports multiple file formats and is open source, which makes it accessible and customizable for a wide range of applications.

Recommended for

  • Researchers working on network analysis
  • Data scientists interested in graph algorithms
  • Sociologists and ethnographers studying social networks
  • IT professionals managing network infrastructures
  • Educators teaching concepts of data visualization and networks

AllegroGraph videos

+ Add

Knowledge Graph Technology Showcase Honest Review: AllegroGraph (Winter 2023 E6)

More videos:

  • Tutorial - Hosted Allegrograph Tutorial
  • Demo - AllegroGraph Where 2.0 demo

Gephi videos

+ Add

Basics of Scientific Literature Analysis, Part 4: Network analysis/visualization with Gephi

More videos:

  • Tutorial - Gephi Tutorial - How to use Gephi for Network Analysis
  • Tutorial - Gephi Tutorial on Network Visualization and Analysis

Category Popularity

0-100% (relative to AllegroGraph and Gephi)

AllegroGraph

Gephi

Graph Databases
100 100%
Graph Databases
0% 0
Diagrams
0 0%
Diagrams
100% 100
NoSQL Databases
100 100%
NoSQL Databases
0% 0
Flowcharts
0 0%
Flowcharts
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare AllegroGraph and Gephi

AllegroGraph Reviews

We have no reviews of AllegroGraph yet.
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Gephi Reviews

10 Best Learning Software in 2023
Visualization has been shown to have a significant effect on a person’s perceptual abilities in finding the properties of a network structure and related data. That is why Gephi is based on the principles of a good visualization tool, which says that it must be technically sophisticated and visually appealing, in addition to enabling current visualization and network...
Source: training.safetyculture.com

Social recommendations and mentions

Based on our record, Gephi seems to be a lot more popular than AllegroGraph. While we know about 33 links to Gephi, we've tracked only 1 mention of AllegroGraph. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AllegroGraph mentions (1)

  • Does any useful knowledge graph tool that you recommend？
    However, Protege is a modeling tool not a database. So when you start getting into large amounts of data (e.g., 10K instances or more) you will need another tool, ideally a database. There are tools to do what's called Data Virtualization, where you can represent your data (what OWL users call the A-Box, i.e., the equivalent of instances in OOP or rows in a relational DB) in a relational database and map the data... Source: almost 3 years ago

Gephi mentions (33)

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What are some alternatives?

When comparing AllegroGraph and Gephi, you can also consider the following products

neo4j - Meet Neo4j: The graph database platform powering today's mission-critical enterprise applications, including artificial intelligence, fraud detection and recommendations.

yEd - yEd is a free desktop application to quickly create, import, edit, and automatically arrange diagrams. It runs on Windows, Mac OS X, and Unix/Linux.

OrientDB - OrientDB - The World's First Distributed Multi-Model NoSQL Database with a Graph Database Engine.

KeyLines - The JavaScript toolkit for graph visualization

JanusGraph - JanusGraph is a scalable graph database optimized for storing and querying graphs.

draw.io - Online diagramming application

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