Ross ROSS = Recommend OSS · open-source software intelligence for agents

apache/zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more. observed · 2026-08-28

github.com/apache/zeppelin · homepage · Java · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 99
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 4179
  • days_rel: n/a
  • days_push: 7
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

6655 stars · 2837 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Apache Zeppelin is a web-based notebook for interactive, data-driven analytics and collaborative documents. It supports SQL, Scala, Python, R, Spark, Flink, and 20+ pluggable interpreters with built-in visualization and dynamic forms.

Use cases

  • run interactive SQL queries against JDBC databases like Postgres, MySQL, Hive, or Redshift
  • explore and visualize Spark and PySpark data in a browser notebook
  • build collaborative data-driven documents with charts and dynamic forms
  • prototype Flink streaming or batch jobs interactively
  • schedule notebooks with cron for recurring analytics reports
  • analyze data with Python, pandas, and matplotlib in a shared web UI

When to choose

  • you need a multi-language notebook (SQL, Scala, Python, R) with built-in visualizations
  • your team works heavily with Spark, Flink, or JDBC data sources
  • you want collaborative, shareable analytics documents with scheduling
  • you need a pluggable interpreter architecture for custom backends

When to avoid

  • you only need Python notebooks with a rich ecosystem - Jupyter is a better fit
  • you want lightweight, single-user local analysis without running a server
  • you need modern ML/AI notebook tooling with GPU support

Facets

application · maturity stable

data-visualization analytics etl web-framework self-hosted data-science big-data data-visualization analytics self-hosted jvm cross-platform notebook apache-spark apache-flink interactive-analytics interpreters sql collaboration big-data data-engineering web-server docker kubernetes

10 sources

Member repositories

RepositoryRoleHealth v2
apache/zeppelinmain77

For agents

markdown · JSON · MCP: product_card(name="apache/zeppelin")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem