Real ChatGPT answer · index seed4QNVEIIlIiwcompleteB2B software · data and analytics platformscomparison
Are there any open source alternatives to Databricks that offer similar collaborative notebook features for small data engineering teams
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any open source alternatives to Databricks that offer similar collaborative notebook features for small data engineering teams
3 real searches · 1 real-search pass
open source alternatives to Databricks collaborative notebooks data engineering JupyterHub Polynote Deepnote OSS Hex OSS 2026Google ↗
OBSERVED
JupyterHub collaborative notebooks teams shared workspaces open source data engineeringGoogle ↗
OBSERVED
open source lakehouse platforms notebooks Spark collaborative data engineering teamsGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
open source alternatives to Databricks collaborative notebooks data engineering JupyterHub Polynote Deepnote OSS Hex OSS 2026 Google ↗
JupyterHub collaborative notebooks teams shared workspaces open source data engineering Google ↗
open source lakehouse platforms notebooks Spark collaborative data engineering teams Google ↗
- Website · jupyter.org
- GitHub · github.com
- Website · zeppelin.apache.org
- GitHub · github.com
- GitHub · github.com
- Website · cocalc.com
- GitHub · github.com
- Website · spark.apache.org
- Website · iceberg.apache.org
- Website · delta.io
- Website · dagster.io
- Website · mlflow.org
- Open Source Data Engineering · openlakehouse.io
- Databricks Open Source: Apache Spark™, Delta Lake and MLflow · databricks.com
- Website · getdango.dev
- GitHub · github.com
- cocalc/LICENSE.md at master · sagemathinc/cocalc · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source alternatives to Databricks collaborative notebooks data engineering JupyterHub Polynote Deepnote OSS Hex OSS 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
JupyterHub collaborative notebooks teams shared workspaces open source data engineering OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
open source lakehouse platforms notebooks Spark collaborative data engineering teams OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |