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

Ranked by measured growth, normalized across sources. 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

    Other
    Active

    Graph-Native Infrastructure for Context and Accountable AI Systems

    PythonLicense: MIT
    • agent-memory
    • ai
    • ai-governance
    • ai-infrastructure
    • artificial-intelligence

    githubmeasured growthOpen source ↗

    11 626GitHub stars+674 (+6.2 %)
  2. 2

    Library
    Active

    SDK for robotics teams to verify the quality of their data used for AI model training.

    PythonLicense: Apache-2.0
    • airflow
    • data-engineering
    • data-pipeline
    • data-quality
    • dataset-curation

    githubmeasured growthOpen source ↗

    225GitHub stars+68 (+43.3 %)
  3. 3

    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 %)
  4. 4

    Other
    Active

    Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).

    PythonLicense: Apache-2.0

      githubmeasured growthOpen source ↗

      68GitHub stars+14 (+25.9 %)
    • 5

      App
      Active

      SparkyFitness: Built for Families. Powered by AI. Track food, fitness, water, and health — together.

      TypeScript
      • ai
      • artificial-intelligence
      • fitness
      • fitness-app
      • fitness-tracker

      githubmeasured growthOpen source ↗

      5 725GitHub stars+75 (+1.3 %)
    • 6

      Other
      Active

      Open Source Feature Flags, Experimentation, and Product Analytics

      TypeScript
      • ab-testing
      • abtest
      • abtesting
      • analytics
      • bigquery

      githubmeasured growthOpen source ↗

      8 231GitHub stars+71 (+0.87 %)
    • 7

      Other
      Active

      dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

      RustLicense: Apache-2.0
      • analytics
      • business-intelligence
      • data-modeling
      • dbt-viewpoint
      • elt

      githubmeasured growthOpen source ↗

      13 765GitHub stars+67 (+0.49 %)
    • 8

      Other
      Active

      Tech internships & CS jobs tracker - 180 open software engineering internships from 4,300 employer job boards, auto-updated every 30 min with visa-sponsorship and H-1B sponsor data.

      PythonLicense: MIT
      • 2027
      • career
      • computer-science
      • faang
      • h1b

      githubmeasured growthOpen source ↗

      704GitHub stars+24 (+3.5 %)
    • 9

      Library
      Active

      A software update framework for macOS

      Objective-C
      • framework
      • macos
      • software-update
      • update

      githubmeasured growthOpen source ↗

      9 618GitHub stars+51 (+0.53 %)
    • 10

      Other
      Active

      LLM speculative inference server for heterogeneous hardware & consumer GPUs

      C++License: Apache-2.0
      • cuda
      • cuda-kernels
      • dflash
      • heterogeneous-computing
      • kernel

      githubmeasured growthOpen source ↗

      2 825GitHub stars+34 (+1.2 %)
    • 11

      Agent
      Active

      AI video translation & dubbing tool for humans and AI Agents, powered by LLMs. Full pipeline: download, transcribe, translate, TTS dub, reformat, cover generation. 100+ languages, optimized for YouTube, TikTok, Bilibili, Douyin, and…

      GoLicense: GPL-3.0
      • dubbing
      • localization
      • tts
      • video-transcription
      • video-translation

      githubmeasured growthOpen source ↗

      11 322GitHub stars+49 (+0.43 %)
    • 12

      Other
      Active

      A Windows app to debloat and optimize your PC

      TypeScriptLicense: GPL-3.0
      • debloater
      • opimization
      • registry-tweaks
      • windows
      • windows-10-debloat

      githubmeasured growthOpen source ↗

      2 074GitHub stars+27 (+1.3 %)
    • 13

      Other
      Active

      Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

      RustLicense: Apache-2.0
      • cdc
      • connectors
      • data-engineering
      • data-integration
      • data-orchestration

      githubmeasured growthOpen source ↗

      1 258GitHub stars+21 (+1.7 %)
    • 14

      Agent
      Active

      Incremental engine for long horizon agents 🌟 Star if you like it!

      RustLicense: Apache-2.0
      • agentic-data-framework
      • ai
      • ai-agents
      • change-data-capture
      • codebase-intelligence

      githubmeasured growthOpen source ↗

      11 448GitHub stars+37 (+0.32 %)
    • 15

      Other
      Active

      data load tool (dlt) is an open source Python library that makes data loading easy 🛠️

      PythonLicense: Apache-2.0
      • data
      • data-engineering
      • data-lake
      • data-loading
      • data-warehouse

      githubmeasured growthOpen source ↗

      5 809GitHub stars+31 (+0.54 %)
    • 16

      Other
      Active

      Agentic BI. Analytics at the speed of code ⚡️

      TypeScript
      • business-intelligence
      • data-analytics
      • data-visualization
      • dbt

      githubmeasured growthOpen source ↗

      6 112GitHub stars+28 (+0.46 %)
    • 17

      Other
      Active

      Docker configuration for running VLLM on dual DGX Sparks

      ShellLicense: MIT

        githubmeasured growthOpen source ↗

        2 211GitHub stars+21 (+0.96 %)
      • 18

        Agent
        Active

        DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！

        PythonLicense: MIT
        • agent
        • agentic
        • agentic-ai
        • ai
        • ai-scientist

        githubmeasured growthOpen source ↗

        4 587GitHub stars+22 (+0.48 %)
      • 19

        Other
        Active

        2026–2027 tech internships in the US, updated daily. Software engineering, data science, security, product, and design intern roles.

        License: MIT
        • careers
        • computer-science
        • hiring
        • internship
        • internships

        githubmeasured growthOpen source ↗

        95GitHub stars+5 (+5.6 %)
      • 20

        Other
        Active

        Kubescape is an open-source Kubernetes security platform for your IDE, CI/CD pipelines, and clusters. It includes risk analysis, security, compliance, and misconfiguration scanning, saving Kubernetes users and administrators precious time,…

        GoLicense: Apache-2.0
        • best-practice
        • devops
        • kubernetes
        • mitre-attack
        • nsa

        githubmeasured growthOpen source ↗

        11 715GitHub stars+23 (+0.20 %)
      • 21

        Other
        Active

        An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

        ScalaLicense: Apache-2.0
        • acid
        • analytics
        • big-data
        • delta-lake
        • spark

        githubmeasured growthOpen source ↗

        8 982GitHub stars+22 (+0.25 %)
      • 22

        App
        Active

        Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

        TypeScriptLicense: MIT
        • analytics
        • business-intelligence
        • dashboard
        • data-engineering
        • data-science

        githubmeasured growthOpen source ↗

        6 902GitHub stars+21 (+0.31 %)
      • 23

        Other
        Active

        :sparkles: An advanced 3D Gaussian Splatting renderer for THREE.js

        TypeScriptLicense: MIT

          githubmeasured growthOpen source ↗

          3 548GitHub stars+18 (+0.51 %)
        • 24

          Other
          Active

          Always know what to expect from your data.

          PythonLicense: Apache-2.0
          • cleandata
          • data-engineering
          • data-profilers
          • data-profiling
          • data-quality

          githubmeasured growthOpen source ↗

          11 763GitHub stars+22 (+0.19 %)

        Learning resources

        Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

        1. 1

          unstructured

          Model
          ActiveOpen source ↗

          Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade…

          HTMLLicense: Apache-2.0
          • data-pipelines
          • deep-learning
          • document-image-analysis
          • document-image-processing
          • document-parser
          githubResourcemeasured growth
          15 378GitHub stars+28 (+0.18 %)