Apache Zeppelin vs Kaggle Notebooks
Apache Zeppelin
zeppelin.apache.org
Kaggle Notebooks
kaggle.comSide by side
| Figure | Apache Zeppelin | Kaggle Notebooks |
|---|---|---|
| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| macOS | Yes | — |
| Linux | Yes | — |
| API | — | Yes |
| Self-hosted | Yes | — |
| Plans published | 1 | 2 |
| Spec score · Notebook Software | 9.0 (#3) | 8.4 (#9) |
| Spec score · Data Science Analytics | 8.8 (#4) | 8.2 (#8) |
| Data sources | The SQL interpreter can connect to JDBC data sources including PostgreSQL, MySQL, MariaDB, Redshift, and Apache Hive. | Users can attach public data sources, upload their own data, use outputs from other notebooks, and add multiple sources to one environment. |
| Integrations | The site describes JDBC connections to sources including PostgreSQL, MySQL, MariaDB, Redshift, and Apache Hive. | Kaggle Notebooks integrates with Google Cloud Storage, BigQuery, and AutoML through the editor’s Google Cloud Services add-on. |
| Purpose | Apache Zeppelin is a web-based notebook for interactive data analytics and collaborative documents. | Kaggle Notebooks is a cloud computational environment for reproducible and collaborative machine learning analysis. |
Plans
In their own words
Apache Zeppelin
Apache Zeppelin is a web-based notebook for interactive data analytics and collaborative documents. Its pluggable interpreters support work in SQL, Scala, Python, R, and other languages, with backends including Apache Spark and Flink. Use it to ingest and explore data, analyze results, and create visualizations. Built-in charts can display output from any language backend; pivot charts support drag-and-drop aggregation. The Spark integration can provide SparkContext and SQLContext automatically, load dependencies at runtime, and show job progress or cancel jobs. Its SQL interpreter connects to JDBC sources such as PostgreSQL, MySQL, MariaDB, Redshift, and Apache Hive. Collaborators can share notebook URLs and receive changes in real time. The project documents single-user and multi-user deployments, including LDAP support. Zeppelin is open source under the Apache License 2.0 and costs nothing. It runs on Linux, macOS, self-hosted, and web environments. Anonymous access is enabled by default, so its documentation recommends configuring authentication or limiting use to a secured, trusted environment.
Kaggle Notebooks
Kaggle Notebooks has no write-up on Specifiction yet; its figures are above.