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Apache Zeppelin vs Tableau: What are the differences?

  1. Integration Capabilities: Apache Zeppelin provides seamless integration with various data processing engines like Spark, Flink, and Hive, allowing for real-time data visualization and analytics. On the other hand, Tableau offers connectivity to a wide range of data sources and databases, making it easy to access and analyze data from different sources.

  2. Collaboration Features: Apache Zeppelin emphasizes collaboration by enabling multiple users to work on the same notebook simultaneously, share visualizations, and communicate using built-in features like comments and annotations. In contrast, Tableau focuses more on individual analysis and reporting, with limited collaborative functionalities compared to Zeppelin.

  3. Programming Languages Support: Apache Zeppelin supports multiple programming languages such as Python, SQL, Scala, and R, allowing users to leverage their preferred language for data analysis and visualization. While Tableau has a more user-friendly interface for visual analysis, it lacks the flexibility of supporting various programming languages for advanced analytics.

  4. Customization Options: Apache Zeppelin offers extensive customization options for visualizations and dashboards, allowing users to create interactive and dynamic presentations tailored to their specific needs. Tableau also provides customization features, but it may not offer the same level of flexibility and control as Zeppelin in terms of design and functionality.

  5. Deployment Flexibility: Apache Zeppelin can be easily deployed on-premises or in the cloud, providing flexibility in setting up the environment based on organizational requirements and data security considerations. Tableau, while offering both on-premises and cloud deployment options, may not offer the same level of customization and control over the deployment process as Zeppelin.

  6. Licensing Cost: Apache Zeppelin is an open-source project, making it freely available for users without any licensing costs. On the other hand, Tableau is a commercial software product with various licensing options based on the features and functionalities required, which can result in substantial costs for organizations.

In Summary, Apache Zeppelin and Tableau differ in integration capabilities, collaboration features, programming language support, customization options, deployment flexibility, and licensing costs.

Decisions about Tableau and Apache Zeppelin

Very easy-to-use UI. Good way to make data available inside the company for analysis.

Has some built-in visualizations and can be easily integrated with other JS visualization libraries such as D3.

Can be embedded into product to provide reporting functions.

Support team are helpful.

The only complain I have is lack of API support. Hard to track changes as codes and automate report deployment.

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Vojtech Kopal
Head of Data at Mews Systems · | 3 upvotes · 310.2K views

Power BI is really easy to start with. If you have just several Excel sheets or CSV files, or you build your first automated pipeline, it is actually quite intuitive to build your first reports.

And as we have kept growing, all the additional features and tools were just there within the Azure platform and/or Office 365.

Since we started building Mews, we have already passed several milestones in becoming start up, later also a scale up company and now getting ready to grow even further, and during all these phases Power BI was just the right tool for us.

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Pros of Tableau
Pros of Apache Zeppelin
  • 6
    Capable of visualising billions of rows
  • 1
    Intuitive and easy to learn
  • 1
  • 7
    In-line code execution using paragraphs
  • 5
    Cluster integration
  • 4
    Multi-User Capability
  • 4
    In-line graphing
  • 4
    Zeppelin context to exchange data between languages
  • 2
    Privacy configuration of the end users
  • 2
    Execution progress included
  • 2
    Multi-user with kerberos
  • 2
    Allows to close browser and reopen for result later

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Cons of Tableau
Cons of Apache Zeppelin
  • 2
    Very expensive for small companies
    Be the first to leave a con

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    - No public GitHub repository available -

    What is Tableau?

    Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.

    What is Apache Zeppelin?

    A web-based notebook that enables interactive data analytics. You can make beautiful data-driven, interactive and collaborative documents with SQL, Scala and more.

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    What are some alternatives to Tableau and Apache Zeppelin?
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