Data radar: tools and trends

Momentum based on available 7-day snapshots for Data: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

Radar filters

What’s changing

Of 20 comparable tools in Data Engineering, 20 are increasing, 0 are stable, and 0 are declining. arrow has the largest measured increase: +268639 crates.io downloads over 90 days. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-27 to 2026-09-02

Tool ranking

Mixed ranking: measured growth takes priority; entries without two snapshots are estimated. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    Skill
    Active

    World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.

    PythonLicense: AGPL-3.0
    • agent
    • agentic-ai
    • ai
    • claude
    • copilot

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/calesthio/OpenMontage ~/.claude/skills/OpenMontage

    52 517GitHub stars+1 089 (+2.1 %)
  2. 2

    Other
    Active

    Compile-time Language Integrated Queries for Scala

    ScalaLicense: Apache-2.0
    • cassandra
    • database
    • jdbc
    • linq
    • mysql

    githubmeasured growthOpen source ↗

    2 166GitHub starsstable
  3. 3

    Other
    Active

    Linter for dbt metadata

    PythonLicense: MIT
    • dbt
    • dbt-core
    • linter
    • metadata
    • python

    githubmeasured growthOpen source ↗

    246GitHub starsstable
  4. 4

    Other
    Active

    State of the Art Natural Language Processing

    ScalaLicense: Apache-2.0
    • bert
    • entity-extraction
    • language-detection
    • lemmatizer
    • llamacpp

    githubestimated momentumOpen source ↗

    4 160GitHub stars—
  5. 5

    Other
    Active

    Utility functions for dbt projects.

    MakefileLicense: Apache-2.0

      githubestimated momentumOpen source ↗

      1 796GitHub stars—
    • 6

      Other
      Active

      The Auron accelerator for distributed computing framework (e.g., Spark) leverages native vectorized execution to accelerate query processing

      RustLicense: Apache-2.0
      • arrow
      • big-data
      • datafusion
      • rust-lang
      • spark

      githubestimated momentumOpen source ↗

      1 795GitHub stars—
    • 7

      Other
      Active

      Datos públicos de Chile curados, normalizados y validados: geografía, demografía, economía, salud, educación y distritos electorales. Listos para consumir en una línea de código con Polars, DuckDB, SQLite y Excel.

      PythonLicense: MIT
      • chile
      • data-engineering
      • datasets
      • datos
      • datos-abiertos

      githubestimated momentumOpen source ↗

      79GitHub stars—

    Learning resources

    Estimated ranking: fewer than two daily snapshots are not enough to measure growth. These resources remain available separately and do not take part in the main tool ranking.

    1. 1

      alluxio

      Other
      ActiveOpen source ↗

      Alluxio, data orchestration for analytics and machine learning in the cloud

      JavaLicense: Apache-2.0
      • alluxio
      • data-analysis
      • data-orchestration
      • hadoop
      • memory-speed
      githubResourceestimated momentum
      7 234GitHub stars—