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Apache Zeppelin vs Tableau: What are the differences?
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.
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.
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.
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.
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.
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.
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.
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.
Pros of Tableau
- Capable of visualising billions of rows6
- Intuitive and easy to learn1
- Responsive1
Pros of Apache Zeppelin
- In-line code execution using paragraphs7
- Cluster integration5
- Multi-User Capability4
- In-line graphing4
- Zeppelin context to exchange data between languages4
- Privacy configuration of the end users2
- Execution progress included2
- Multi-user with kerberos2
- Allows to close browser and reopen for result later2
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Cons of Tableau
- Very expensive for small companies3
